Your first neural network

In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.

In [1]:
%matplotlib inline
%config InlineBackend.figure_format = 'retina'

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

Load and prepare the data

A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!

In [2]:
data_path = 'Bike-Sharing-Dataset/hour.csv'

rides = pd.read_csv(data_path)
In [3]:
rides.head()
Out[3]:
instant dteday season yr mnth hr holiday weekday workingday weathersit temp atemp hum windspeed casual registered cnt
0 1 2011-01-01 1 0 1 0 0 6 0 1 0.24 0.2879 0.81 0.0 3 13 16
1 2 2011-01-01 1 0 1 1 0 6 0 1 0.22 0.2727 0.80 0.0 8 32 40
2 3 2011-01-01 1 0 1 2 0 6 0 1 0.22 0.2727 0.80 0.0 5 27 32
3 4 2011-01-01 1 0 1 3 0 6 0 1 0.24 0.2879 0.75 0.0 3 10 13
4 5 2011-01-01 1 0 1 4 0 6 0 1 0.24 0.2879 0.75 0.0 0 1 1

Checking out the data

This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.

Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.

In [4]:
rides[:24*10].plot(x='dteday', y='cnt')
Out[4]:
<matplotlib.axes._subplots.AxesSubplot at 0x19ea47feba8>

Dummy variables

Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().

In [5]:
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
    dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
    rides = pd.concat([rides, dummies], axis=1)

fields_to_drop = ['instant', 'dteday', 'season', 'weathersit', 
                  'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
Out[5]:
yr holiday temp hum windspeed casual registered cnt season_1 season_2 ... hr_21 hr_22 hr_23 weekday_0 weekday_1 weekday_2 weekday_3 weekday_4 weekday_5 weekday_6
0 0 0 0.24 0.81 0.0 3 13 16 1 0 ... 0 0 0 0 0 0 0 0 0 1
1 0 0 0.22 0.80 0.0 8 32 40 1 0 ... 0 0 0 0 0 0 0 0 0 1
2 0 0 0.22 0.80 0.0 5 27 32 1 0 ... 0 0 0 0 0 0 0 0 0 1
3 0 0 0.24 0.75 0.0 3 10 13 1 0 ... 0 0 0 0 0 0 0 0 0 1
4 0 0 0.24 0.75 0.0 0 1 1 1 0 ... 0 0 0 0 0 0 0 0 0 1

5 rows × 59 columns

Scaling target variables

To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.

The scaling factors are saved so we can go backwards when we use the network for predictions.

In [6]:
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
    mean, std = data[each].mean(), data[each].std()
    scaled_features[each] = [mean, std]
    data.loc[:, each] = (data[each] - mean)/std

Splitting the data into training, testing, and validation sets

We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.

In [7]:
# Save data for approximately the last 21 days 
test_data = data[-21*24:]

# Now remove the test data from the data set 
data = data[:-21*24]

# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]

We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).

In [8]:
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]

Time to build the network

Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.

We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.

Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.

Below, you have these tasks:

  1. Implement the sigmoid function to use as the activation function. Set self.activation_function in __init__ to your sigmoid function.
  2. Implement the forward pass in the train method.
  3. Implement the backpropagation algorithm in the train method, including calculating the output error.
  4. Implement the forward pass in the run method.
In [33]:
class NeuralNetwork(object):
    def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
        # Set number of nodes in input, hidden and output layers.
        self.input_nodes = input_nodes
        self.hidden_nodes = hidden_nodes
        self.output_nodes = output_nodes

        # Initialize weights
        self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5, 
                                       (self.input_nodes, self.hidden_nodes))

        self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5, 
                                       (self.hidden_nodes, self.output_nodes))
        self.lr = learning_rate
        
        #### TODO: Set self.activation_function to your implemented sigmoid function ####
        #
        # Note: in Python, you can define a function with a lambda expression,
        # as shown below.
        #self.activation_function = lambda x : 0  # Replace 0 with your sigmoid calculation.
        
        ### If the lambda code above is not something you're familiar with,
        # You can uncomment out the following three lines and put your 
        # implementation there instead.
        #
        def sigmoid(x):
            return 1 / (1 + np.exp(-x))  # Replace 0 with your sigmoid calculation here
        self.activation_function = sigmoid
                    
    
    def train(self, features, targets):
        ''' Train the network on batch of features and targets. 
        
            Arguments
            ---------
            
            features: 2D array, each row is one data record, each column is a feature
            targets: 1D array of target values
        
        '''
        n_records = features.shape[0]
        delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
        delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
        for X, y in zip(features, targets):
            #### Implement the forward pass here ####
            ### Forward pass ###
            # TODO: Hidden layer - Replace these values with your calculations.
            hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
            hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
            
            # TODO: Output layer - Replace these values with your calculations.
            final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
            final_outputs = final_inputs # signals from final output layer
            
            #### Implement the backward pass here ####
            ### Backward pass ###
            
            # TODO: Output error - Replace this value with your calculations.
            error = y-final_outputs # Output layer error is the difference between desired target and actual output.
            # TODO: Calculate the hidden layer's contribution to the error
            hidden_error = np.dot(self.weights_hidden_to_output,error)
            
            # TODO: Backpropagated error terms - Replace these values with your calculations.
            output_error_term = error
            hidden_error_term = hidden_error *( hidden_outputs *(1-hidden_outputs))
            # Weight step (input to hidden)
            delta_weights_i_h += hidden_error_term * X[:, None]
            # Weight step (hidden to output)
            delta_weights_h_o += (output_error_term * hidden_outputs)[:, None]

        # TODO: Update the weights - Replace these values with your calculations.
        self.weights_hidden_to_output += self.lr * delta_weights_h_o/n_records  # update hidden-to-output weights with gradient descent step
        self.weights_input_to_hidden += self.lr * delta_weights_i_h/n_records # update input-to-hidden weights with gradient descent step
       
 
            
    def run(self, features):
        ''' Run a forward pass through the network with input features 
        
            Arguments
            ---------
            features: 1D array of feature values
        '''
        
        #### Implement the forward pass here ####
        # TODO: Hidden layer - replace these values with the appropriate calculations.
        hidden_inputs = np.dot(features,self.weights_input_to_hidden) # signals into hidden layer
        hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
        
        # TODO: Output layer - Replace these values with the appropriate calculations.
        final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
        final_outputs = final_inputs # signals from final output layer 
        
        return final_outputs
In [34]:
def MSE(y, Y):
    return np.mean((y-Y)**2)

Unit tests

Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.

In [35]:
import unittest

inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
                       [0.4, 0.5],
                       [-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
                       [-0.1]])

class TestMethods(unittest.TestCase):
    
    ##########
    # Unit tests for data loading
    ##########
    
    def test_data_path(self):
        # Test that file path to dataset has been unaltered
        self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
        
    def test_data_loaded(self):
        # Test that data frame loaded
        self.assertTrue(isinstance(rides, pd.DataFrame))
    
    ##########
    # Unit tests for network functionality
    ##########

    def test_activation(self):
        network = NeuralNetwork(3, 2, 1, 0.5)
        # Test that the activation function is a sigmoid
        self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))

    def test_train(self):
        # Test that weights are updated correctly on training
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()
        
        network.train(inputs, targets)
        self.assertTrue(np.allclose(network.weights_hidden_to_output, 
                                    np.array([[ 0.37275328], 
                                              [-0.03172939]])))
        self.assertTrue(np.allclose(network.weights_input_to_hidden,
                                    np.array([[ 0.10562014, -0.20185996], 
                                              [0.39775194, 0.50074398], 
                                              [-0.29887597, 0.19962801]])))

    def test_run(self):
        # Test correctness of run method
        network = NeuralNetwork(3, 2, 1, 0.5)
        network.weights_input_to_hidden = test_w_i_h.copy()
        network.weights_hidden_to_output = test_w_h_o.copy()
        self.assertTrue(np.allclose(network.run(inputs), 0.09998924))

suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[[ 0.09998924]]
----------------------------------------------------------------------
Ran 5 tests in 0.014s

OK
Out[35]:
<unittest.runner.TextTestResult run=5 errors=0 failures=0>

Training the network

Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.

You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.

Choose the number of iterations

This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.

Choose the learning rate

This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.

Choose the number of hidden nodes

The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.

In [30]:
import sys

### Set the hyperparameters here ###
iterations = 2000
learning_rate = 0.3
hidden_nodes = 10
output_nodes = 1

N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)

losses = {'train':[], 'validation':[]}
for ii in range(iterations):
    # Go through a random batch of 128 records from the training data set
    batch = np.random.choice(train_features.index, size=128)
    X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
                             
    network.train(X, y)
    
    # Printing out the training progress
    train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
    val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
    sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
                     + "% ... Training loss: " + str(train_loss)[:5] \
                     + " ... Validation loss: " + str(val_loss)[:5])
    sys.stdout.flush()
    
    losses['train'].append(train_loss)
    losses['validation'].append(val_loss)
[[  5.25230126e-02   5.11441981e-02  -2.22362933e-01  -2.07741329e-02
   -3.41295962e-01   3.23142042e-02   9.33998634e-02   1.86445693e-01
   -1.69369744e-01   2.29911463e-02]
 [  2.35570696e-02   2.06187590e-01  -1.31414037e-02   5.04676888e-02
    5.50668430e-02  -1.11223603e-02   2.66073522e-01   3.92078104e-02
    1.45242514e-01  -1.11909006e-02]
 [  1.51702479e-01   1.76280366e-01  -9.92799190e-02   7.99105583e-02
    2.25500878e-01  -1.41833786e-02  -3.89370115e-01   7.43300684e-02
    1.23614012e-01   2.06187498e-01]
 [  2.01510850e-02  -1.43202366e-01  -1.27573785e-01   4.67160150e-02
   -1.15437921e-02   1.16770876e-01   2.04441002e-02  -4.07334572e-02
    9.00022596e-03   1.99167146e-01]
 [ -1.69238296e-02   1.89548704e-01  -1.80012390e-01   2.78855427e-02
    1.58370005e-01  -1.63812688e-01   3.53098121e-03  -9.56648673e-02
   -2.11971762e-01   3.19431093e-02]
 [ -3.50436785e-01  -2.13506071e-01  -2.65689462e-01   1.39510868e-01
    8.85428598e-02   5.82186337e-02  -6.07908621e-02  -5.13547154e-02
   -2.79397141e-02   6.39422104e-02]
 [ -1.84440709e-03  -9.55702415e-02   4.77519251e-03   1.09498977e-01
   -2.41388884e-01  -7.20603728e-02   1.23351875e-01  -1.78149675e-01
    1.87110795e-01   5.79244484e-02]
 [  1.38265281e-01  -8.43471098e-02   3.58880408e-02  -4.29917886e-02
    1.61552438e-02  -5.93445177e-02  -1.29715935e-01   1.31681299e-01
    8.26484159e-02   3.22749514e-02]
 [ -1.61465182e-01  -3.02464904e-02  -3.06950974e-01  -1.27179404e-03
   -1.06107467e-01   7.52478746e-02  -2.82603192e-01  -2.16134262e-02
    2.78032441e-01  -1.01868098e-01]
 [  3.25311542e-02  -1.72093793e-01   6.65099527e-02  -4.46192410e-03
    4.83870693e-02  -7.70397488e-02  -6.97491622e-02  -8.05280645e-02
   -4.28462973e-02   1.40573936e-01]
 [ -7.85187360e-02   1.42209894e-01  -2.77785495e-03  -1.60039465e-01
   -2.85640260e-02   3.63906553e-02   5.16695706e-02  -9.64262255e-02
   -2.23098029e-02  -1.23280440e-01]
 [ -3.71239481e-02   1.99386012e-01  -2.37605841e-02   8.41294757e-02
    8.72562669e-03   5.63458704e-02  -2.40590541e-01  -2.86227506e-02
   -1.03437051e-01  -7.54246635e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -1.98488803e-01  -5.90098444e-02   1.38137782e-01   2.90380842e-01
   -2.22414581e-01  -9.19380449e-02  -1.95169961e-01  -2.63590794e-01
   -1.99300795e-01   4.90783418e-02]
 [  1.13311426e-01  -1.31696526e-02  -1.10794128e-02   1.07772077e-01
   -2.74823734e-02  -7.72625557e-02   8.05173759e-02  -2.73200932e-03
    1.71483347e-02   2.90592069e-02]
 [  6.91209831e-03  -9.71340366e-02  -2.25272321e-01   1.10166747e-01
    3.56494717e-02   1.13158583e-01  -1.89274505e-02  -1.69571650e-02
   -1.26303074e-01  -4.44642196e-02]
 [ -1.25802547e-01  -3.57830657e-02  -2.05161888e-01   1.52676500e-01
   -8.00879072e-02   1.34693459e-01   1.18888880e-03  -2.50242397e-01
    6.06122411e-02  -2.00666193e-01]
 [ -8.47829511e-02  -6.92599305e-02   2.62987612e-01   8.41461801e-02
    1.48539640e-01  -4.97315291e-02  -1.08933029e-01   1.30371493e-01
    5.99109598e-02   1.27941097e-02]
 [  8.90924433e-02   1.31444866e-01   1.05800278e-01   1.40472697e-01
   -1.49613712e-01  -5.19846152e-02   1.15559877e-01   1.19493845e-01
   -1.99619815e-03   3.81693345e-03]
 [  2.93424423e-02  -6.56998717e-02  -2.76573362e-01  -1.87179328e-02
    1.20824121e-01  -1.12953234e-01   8.34336018e-02   1.61889993e-01
    1.25202269e-01   1.09798426e-02]
 [  5.62952018e-02   5.70648074e-02  -1.20765342e-01   4.26047091e-02
   -1.31006937e-01   3.26100902e-01   2.03868737e-01   2.08840541e-01
   -1.68139061e-01  -4.33948694e-02]
 [ -1.07770233e-02  -7.14505273e-02   1.00965327e-01   8.54538816e-02
    4.79242039e-02   1.29753658e-01  -1.86060511e-01  -2.64149545e-02
    1.96460287e-01   5.52612937e-02]
 [  9.44781996e-02   4.65519564e-02  -5.96934059e-02  -1.20934483e-01
   -6.38043341e-02  -3.17683202e-01   1.36940110e-01   1.24565193e-02
    1.32336865e-01   6.84191304e-02]
 [ -9.66942565e-02   2.88514451e-02  -1.18740396e-02   2.55120531e-02
    3.25558165e-03  -2.03050586e-01  -9.70180125e-02  -2.15851971e-02
    1.52163753e-02   1.35847249e-01]
 [ -1.28420641e-01  -2.26562764e-03  -1.85342866e-01   1.97882916e-02
   -3.27401690e-01  -1.18293700e-02  -6.90709091e-02  -2.62209572e-02
    1.96273001e-02   9.51717951e-02]
 [  7.69065040e-02   2.61043253e-01  -5.03837727e-03   1.78127473e-02
    5.24633350e-03   1.99697550e-01   1.78305268e-01   9.56327532e-02
   -8.11693565e-02  -1.80114428e-01]
 [  1.11190390e-01   3.95354904e-02   5.33728297e-02   1.00935674e-01
    3.66381138e-02   1.00623435e-02   6.81423275e-02   7.11680336e-02
    1.47446395e-01  -1.49201401e-01]
 [  1.26029520e-01  -4.35465564e-02   3.53149799e-02   4.82335510e-02
    1.07865670e-01  -6.00533889e-02   6.86675365e-02   2.64087116e-02
   -2.56340222e-01  -6.38099538e-03]
 [ -2.55747587e-02  -1.53354389e-01   8.30390624e-02  -9.47941081e-03
    7.93060446e-02  -1.89007196e-01   1.36045405e-01  -1.05277594e-01
    6.45049875e-02   3.15081322e-01]
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    3.33581963e-01   5.31671008e-02  -2.37724660e-02   2.60374299e-02
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   -6.73769847e-02  -1.07622243e-01   2.18142170e-01  -7.23749311e-02
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 [  1.99199127e-02  -9.02280783e-02   2.13527922e-01  -2.24062780e-01
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[[-0.00189548]
 [ 0.21810109]
 [ 0.17186479]
 [ 0.13128084]
 [-0.51603038]
 [-0.00150976]
 [-0.15240027]
 [-0.16572317]
 [ 0.00311203]
 [ 0.25427154]]
Progress: 0.0% ... Training loss: 0.976 ... Validation loss: 1.370[[  5.25053924e-02   5.32919375e-02  -2.20724873e-01  -1.95125391e-02
   -3.46340076e-01   3.22997538e-02   9.19907978e-02   1.84864130e-01
   -1.69340044e-01   2.54050684e-02]
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 [  1.51640778e-01   1.83498655e-01  -9.34994400e-02   8.44316272e-02
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    1.23716794e-01   2.14852725e-01]
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   -1.03444087e-01  -7.60303022e-02]
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 [  1.26033136e-01  -4.39754664e-02   3.49904546e-02   4.79684352e-02
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   -6.31571846e-02  -3.50694335e-02]
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   -1.45880390e-01  -7.79969261e-02]
 [ -3.27687906e-01   2.16798299e-01   2.46471819e-02   6.48747989e-03
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   -1.63534012e-02  -1.90736778e-01]
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   -9.82321721e-02  -4.13165908e-02  -1.02406255e-01  -1.39962240e-01
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 [ -1.04251498e-01   2.42298650e-03   1.18054282e-01   1.15076092e-01
   -6.76802640e-02  -1.07623266e-01   2.18032228e-01  -7.24769297e-02
    1.87928537e-01  -3.65282005e-07]
 [  1.99157554e-02  -8.96948742e-02   2.13892350e-01  -2.23783505e-01
    4.94293054e-02   1.11959364e-01  -4.13521263e-02  -1.07891548e-01
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[[ 0.00410773]
 [ 0.22349014]
 [ 0.17161531]
 [ 0.12712714]
 [-0.51453238]
 [-0.00413506]
 [-0.16528783]
 [-0.16018748]
 [ 0.00728919]
 [ 0.25538924]]
Progress: 0.1% ... Training loss: 0.968 ... Validation loss: 1.365[[  5.25236115e-02   5.42489433e-02  -2.19939902e-01  -1.89705845e-02
   -3.48628134e-01   3.22834386e-02   9.13360336e-02   1.84168404e-01
   -1.69311359e-01   2.65978928e-02]
 [  2.35526278e-02   2.05942631e-01  -1.33247684e-02   5.03258781e-02
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    1.45234055e-01  -1.14700106e-02]
 [  1.51750281e-01   1.89505949e-01  -8.87774302e-02   8.80215606e-02
    1.94524426e-01  -1.43494696e-02  -3.98824340e-01   6.44027590e-02
    1.23915434e-01   2.22104234e-01]
 [  2.00604820e-02  -1.52993894e-01  -1.34993578e-01   4.08988674e-02
    1.15242808e-02   1.16914888e-01   2.75235836e-02  -3.34334106e-02
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 [ -1.69098885e-02   1.89034073e-01  -1.79982037e-01   2.77952728e-02
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   -2.11956495e-01   3.17184257e-02]
 [ -3.50458011e-01  -2.18003238e-01  -2.69279485e-01   1.36708866e-01
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   -2.80479640e-02   5.84612566e-02]
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   -4.28521079e-02   1.40677867e-01]
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   -1.03456507e-01  -7.64734087e-02]
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   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -1.98496592e-01  -6.09223039e-02   1.36534737e-01   2.89138986e-01
   -2.17780341e-01  -9.19116150e-02  -1.93687711e-01  -2.62130003e-01
   -1.99347679e-01   4.66621176e-02]
 [  1.13300331e-01  -1.48662662e-02  -1.23901282e-02   1.06766943e-01
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   -1.26310591e-01  -4.49824018e-02]
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 [  8.90857886e-02   1.32719012e-01   1.06834123e-01   1.41267336e-01
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 [  5.62936109e-02   5.66921329e-02  -1.21049283e-01   4.23873337e-02
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 [  7.69061649e-02   2.60732990e-01  -5.29305810e-03   1.76132864e-02
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   -8.11761837e-02  -1.80506963e-01]
 [  1.11186744e-01   3.84430207e-02   5.25459823e-02   1.00284116e-01
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 [  1.26007324e-01  -4.53706071e-02   3.39006707e-02   4.71461199e-02
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   -2.56392856e-01  -8.53613776e-03]
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 [  1.95861964e-01  -1.33063382e-01  -1.83243041e-01   1.15756678e-01
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 [  3.12738540e-02   9.46393592e-02   2.38743481e-01   2.30067577e-01
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 [  5.74679749e-02   4.26445010e-02  -9.74248404e-02  -6.95466239e-03
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 [  3.49213752e-02  -7.87329515e-02   8.70614381e-02  -4.57711162e-02
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   -5.51140040e-02  -1.46107820e-01]
 [ -3.52999104e-02   8.65624925e-03   7.15845132e-02  -6.60716488e-02
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   -4.70863589e-02   1.43155055e-01]
 [  2.30222005e-01   7.06330536e-02   3.32288392e-02   9.35385671e-02
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   -4.39565758e-02  -1.32328901e-03]
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   -7.58882741e-02  -1.86472089e-02]
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 [  1.15669103e-01  -5.32092985e-02  -6.10918364e-02  -1.71022853e-02
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 [  1.53678597e-01  -1.17218811e-01  -1.38845305e-01   2.13020705e-04
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 [ -1.37282272e-01   1.58363463e-01   2.48450822e-01  -4.98501988e-02
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   -1.45884472e-01  -7.81716331e-02]
 [ -3.27700552e-01   2.16070486e-01   2.40679035e-02   6.06588161e-03
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   -7.52629882e-02   1.35475445e-01]
 [  1.41549516e-01   1.34604029e-01  -2.41294516e-01  -1.04970618e-01
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 [ -1.04267601e-01   1.58591488e-03   1.17379448e-01   1.14581265e-01
   -6.57188783e-02  -1.07606889e-01   2.18680250e-01  -7.18440201e-02
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 [  1.99158895e-02  -8.96887230e-02   2.13892772e-01  -2.23784481e-01
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[[-0.00356216]
 [ 0.21654302]
 [ 0.15724833]
 [ 0.11114725]
 [-0.52663123]
 [-0.02149718]
 [-0.18900243]
 [-0.1707925 ]
 [-0.00266071]
 [ 0.23721895]]
Progress: 0.1% ... Training loss: 0.965 ... Validation loss: 1.398[[  5.24822152e-02   5.67190623e-02  -2.18165159e-01  -1.76585246e-02
   -3.54760083e-01   3.20350198e-02   8.91975542e-02   1.82158154e-01
   -1.69342527e-01   2.93964319e-02]
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 [  1.51661931e-01   1.94742646e-01  -8.47733224e-02   9.09086495e-02
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    1.23848587e-01   2.28131133e-01]
 [  2.01381551e-02  -1.57559711e-01  -1.38423421e-01   3.84085014e-02
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 [ -1.69765790e-02   1.92971914e-01  -1.76930499e-01   2.99580659e-02
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   -2.12007010e-01   3.62080345e-02]
 [ -3.50447712e-01  -2.18584210e-01  -2.69743154e-01   1.36365369e-01
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   -2.80398796e-02   5.78052965e-02]
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[[ 0.00659967]
 [ 0.23282509]
 [ 0.15997898]
 [ 0.11912055]
 [-0.51972836]
 [-0.01858385]
 [-0.18940721]
 [-0.15967376]
 [ 0.00283197]
 [ 0.24409981]]
Progress: 0.1% ... Training loss: 0.955 ... Validation loss: 1.373[[  5.25385591e-02   5.88432841e-02  -2.16751989e-01  -1.65977430e-02
   -3.59295790e-01   3.18676762e-02   8.76547578e-02   1.80797401e-01
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   -5.51254138e-02  -1.44806001e-01]
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   -6.71426244e-02  -1.07668212e-01   2.18161024e-01  -7.23128370e-02
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 [  1.99008349e-02  -8.91085111e-02   2.14295039e-01  -2.23512109e-01
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[[ 0.01393457]
 [ 0.23717221]
 [ 0.15613502]
 [ 0.11669349]
 [-0.52067991]
 [-0.02371202]
 [-0.20306548]
 [-0.15368179]
 [ 0.00430825]
 [ 0.2434472 ]]
Progress: 0.2% ... Training loss: 0.948 ... Validation loss: 1.371[[  5.27295362e-02   6.20814307e-02  -2.14693905e-01  -1.49728572e-02
   -3.66531433e-01   3.15454374e-02   8.50066917e-02   1.78685897e-01
   -1.69257347e-01   3.49711540e-02]
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    1.45233607e-01  -1.20712887e-02]
 [  1.52165575e-01   2.06581445e-01  -7.66502289e-02   9.71090453e-02
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    1.24030185e-01   2.40834001e-01]
 [  1.96501316e-02  -1.67007704e-01  -1.44632329e-01   3.35131350e-02
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   -2.11937591e-01   3.97731520e-02]
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   -2.80505899e-02   5.64748812e-02]
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   -1.03470548e-01  -7.78166805e-02]
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   -1.33384699e-01  -4.68151868e-02  -1.61783631e-01   1.39020497e-01
   -6.31929916e-02  -3.72743122e-02]
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   -1.45881145e-01  -7.83021689e-02]
 [ -3.27647657e-01   2.17564623e-01   2.50707604e-02   6.83292240e-03
   -4.85226799e-02  -1.86556740e-01  -1.73715523e-01   2.32133530e-01
   -7.52488236e-02   1.37132274e-01]
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   -1.63460466e-02  -1.91746341e-01]
 [  2.25165727e-01  -7.18885096e-02   7.25523909e-02  -3.01103096e-03
   -9.86524564e-02  -4.12958979e-02  -1.02419220e-01  -1.40114348e-01
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 [ -1.04302810e-01   1.83798207e-03   1.17557398e-01   1.14711846e-01
   -6.63654477e-02  -1.07632042e-01   2.18450587e-01  -7.20820863e-02
    1.87883316e-01  -6.10917587e-04]
 [  1.98935947e-02  -8.92188922e-02   2.14210197e-01  -2.23578893e-01
    4.84238822e-02   1.11916950e-01  -4.16501262e-02  -1.08217534e-01
    3.18148099e-02   2.66679335e-01]]
[[ 0.03414731]
 [ 0.26518152]
 [ 0.16952202]
 [ 0.1364623 ]
 [-0.50228589]
 [-0.00853833]
 [-0.19368182]
 [-0.13308407]
 [ 0.02187572]
 [ 0.26206811]]
Progress: 0.2% ... Training loss: 0.943 ... Validation loss: 1.322[[  5.29240731e-02   6.37735880e-02  -2.13672260e-01  -1.41685249e-02
   -3.69240998e-01   3.14945376e-02   8.39452785e-02   1.78040226e-01
   -1.69129181e-01   3.65494699e-02]
 [  2.35284318e-02   2.05235619e-01  -1.38071312e-02   4.99596126e-02
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    1.45222545e-01  -1.21929400e-02]
 [  1.52893541e-01   2.12162875e-01  -7.29142927e-02   1.00194996e-01
    1.43145377e-01  -1.61642900e-02  -4.17061281e-01   4.93258828e-02
    1.24505622e-01   2.46792264e-01]
 [  1.88124018e-02  -1.73332926e-01  -1.48800728e-01   3.01123165e-02
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    8.09918086e-03   1.66291433e-01]
 [ -1.67970209e-02   1.95904289e-01  -1.74656531e-01   3.16961144e-02
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   -2.11955782e-01   3.94150476e-02]
 [ -3.50714887e-01  -2.21566735e-01  -2.71993591e-01   1.34627431e-01
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   -2.82157608e-02   5.44678491e-02]
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   -2.23025843e-02  -1.21619085e-01]
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   -1.03521708e-01  -7.83817080e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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   -1.99395877e-01   4.46662333e-02]
 [  1.13196562e-01  -1.61889154e-02  -1.33653996e-02   1.06014228e-01
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 [  6.80082447e-03  -9.81989692e-02  -2.26053558e-01   1.09492524e-01
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   -1.26391362e-01  -4.56123529e-02]
 [ -1.25729006e-01  -3.44002527e-02  -2.04291334e-01   1.53336911e-01
   -8.29921625e-02   1.34577470e-01   4.72781572e-05  -2.51102017e-01
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 [  8.90718620e-02   1.32765188e-01   1.06886686e-01   1.41284299e-01
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   -1.99189318e-03   5.58367362e-03]
 [  2.94293317e-02  -6.35197708e-02  -2.75000597e-01  -1.75088768e-02
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 [  5.63714085e-02   5.83437837e-02  -1.19849601e-01   4.33107727e-02
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   -1.68098510e-01  -4.17722935e-02]
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   -8.12517660e-02  -1.82857918e-01]
 [  1.11000863e-01   3.60062889e-02   5.09053364e-02   9.90042463e-02
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 [  1.25798528e-01  -4.77026042e-02   3.23429840e-02   4.59069211e-02
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   -2.56512225e-01  -1.09677937e-02]
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 [  1.96025231e-01  -1.30201021e-01  -1.81351963e-01   1.17210420e-01
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 [  3.12909455e-02   9.50976997e-02   2.39053644e-01   2.30291640e-01
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 [  5.74443523e-02   4.19009854e-02  -9.79303397e-02  -7.35060797e-03
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   -5.50894380e-02  -1.44141532e-01]
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   -4.70513133e-02   1.44891132e-01]
 [  2.30219312e-01   7.09630229e-02   3.34323884e-02   9.36967069e-02
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   -4.39657960e-02  -9.89435788e-04]
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   -7.58815605e-02  -1.81669878e-02]
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 [  1.53755018e-01  -1.15679854e-01  -1.37954459e-01   8.84433994e-04
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   -1.45933279e-01  -7.89400563e-02]
 [ -3.27665510e-01   2.17409679e-01   2.49821414e-02   6.76240520e-03
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 [  1.41481423e-01   1.33284565e-01  -2.42223329e-01  -1.05693289e-01
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 [  1.98755025e-02  -8.92943078e-02   2.14112462e-01  -2.23671282e-01
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[[ 0.02156001]
 [ 0.25587716]
 [ 0.15182561]
 [ 0.11620599]
 [-0.52211217]
 [-0.02797793]
 [-0.21886964]
 [-0.14249675]
 [ 0.00879726]
 [ 0.24260416]]
Progress: 0.3% ... Training loss: 0.934 ... Validation loss: 1.357[[  5.30656747e-02   6.53631474e-02  -2.12627058e-01  -1.33701378e-02
   -3.72640187e-01   3.13074205e-02   8.26111070e-02   1.77096285e-01
   -1.69067596e-01   3.81833528e-02]
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    1.45226014e-01  -1.20802792e-02]
 [  1.53357016e-01   2.17554503e-01  -6.95041225e-02   1.02812101e-01
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    1.24698239e-01   2.52244401e-01]
 [  1.81530822e-02  -1.80940811e-01  -1.53433197e-01   2.65092143e-02
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 [ -1.65371648e-02   1.98730404e-01  -1.72851147e-01   3.31044980e-02
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   -2.11844995e-01   4.22925627e-02]
 [ -3.50762999e-01  -2.22185338e-01  -2.72371319e-01   1.34332731e-01
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   -2.82355428e-02   5.38351685e-02]
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    8.27603850e-02   3.81395793e-02]
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   -1.03367044e-01   7.53445892e-02  -2.81411337e-01  -2.07035296e-02
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 [  3.25308190e-02  -1.69827085e-01   6.73055949e-02  -3.90243791e-03
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 [  1.99636964e-02  -8.82596808e-02   2.14737575e-01  -2.23186162e-01
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[[ 0.02880496]
 [ 0.26640565]
 [ 0.1551429 ]
 [ 0.11972443]
 [-0.52262704]
 [-0.03026574]
 [-0.22458893]
 [-0.13650287]
 [ 0.01291152]
 [ 0.24578576]]
Progress: 0.3% ... Training loss: 0.926 ... Validation loss: 1.343[[  5.32413269e-02   6.70212113e-02  -2.11634799e-01  -1.26043695e-02
   -3.76101584e-01   3.11208434e-02   8.13727677e-02   1.76223253e-01
   -1.68981093e-01   3.96792155e-02]
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    1.45219212e-01  -1.22232303e-02]
 [  1.54291340e-01   2.26292576e-01  -6.41581646e-02   1.06997102e-01
    1.13495179e-01  -1.78059043e-02  -4.28742000e-01   4.15193307e-02
    1.25138614e-01   2.60684909e-01]
 [  1.74537740e-02  -1.87213849e-01  -1.57219073e-01   2.35076106e-02
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 [ -1.62204506e-02   2.01410663e-01  -1.71149077e-01   3.44196464e-02
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   -8.12825449e-02  -1.83598833e-01]
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 [  1.25669125e-01  -4.90370951e-02   3.15239739e-02   4.52765801e-02
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   -2.56566276e-01  -1.22517385e-02]
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   -6.70154460e-02  -1.07634298e-01   2.18191671e-01  -7.22995961e-02
    1.87906945e-01  -2.56198573e-04]
 [  2.00505207e-02  -8.75000939e-02   2.15211974e-01  -2.22811977e-01
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[[ 0.02892464]
 [ 0.26685786]
 [ 0.14462837]
 [ 0.10769309]
 [-0.53416112]
 [-0.04556283]
 [-0.24857131]
 [-0.1433861 ]
 [ 0.00167729]
 [ 0.23758391]]
Progress: 0.4% ... Training loss: 0.920 ... Validation loss: 1.367[[  5.35164594e-02   6.95225645e-02  -2.10285428e-01  -1.15497277e-02
   -3.81062632e-01   3.06776656e-02   7.91030479e-02   1.74893495e-01
   -1.68964402e-01   4.18662783e-02]
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 [  1.54967015e-01   2.32336099e-01  -6.07308708e-02   1.09648285e-01
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    1.25179177e-01   2.66450162e-01]
 [  1.68995026e-02  -1.92258589e-01  -1.59887638e-01   2.13981327e-02
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   -1.03605436e-01  -8.09641251e-02]
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   -1.57758896e-01   1.20649467e-01]
 [  1.15474937e-01  -5.58820596e-02  -6.27876068e-02  -1.84306635e-02
   -1.30306405e-01  -4.66424148e-02  -1.60489080e-01   1.39866324e-01
   -6.32595934e-02  -3.87716519e-02]
 [  1.53702336e-01  -1.16009621e-01  -1.38218802e-01   6.28270037e-04
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 [ -1.37444879e-01   1.56552940e-01   2.47303378e-01  -5.07424183e-02
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   -1.45963100e-01  -7.98658264e-02]
 [ -3.27661783e-01   2.17301626e-01   2.48841388e-02   6.68688502e-03
   -4.79101887e-02  -1.86591031e-01  -1.73559996e-01   2.32354533e-01
   -7.52951510e-02   1.36912723e-01]
 [  1.41352132e-01   1.31864925e-01  -2.43012403e-01  -1.06328540e-01
    9.06431866e-02  -2.82157363e-01  -9.11285755e-03  -1.66870161e-01
   -1.64617408e-02  -1.93757847e-01]
 [  2.25055717e-01  -7.26023000e-02   7.20458546e-02  -3.40751528e-03
   -9.72675237e-02  -4.12802879e-02  -1.01673561e-01  -1.39722731e-01
    1.19660738e-01  -1.43465818e-01]
 [ -1.04210818e-01   2.67689346e-03   1.18028910e-01   1.15064244e-01
   -6.78566528e-02  -1.07706276e-01   2.17787366e-01  -7.25161012e-02
    1.87909920e-01   1.21534383e-04]
 [  2.00194267e-02  -8.77431697e-02   2.15065460e-01  -2.22920818e-01
    4.55837187e-02   1.11763495e-01  -4.28132258e-02  -1.08945427e-01
    3.18750687e-02   2.67976040e-01]]
[[ 0.03895533]
 [ 0.28151554]
 [ 0.14889736]
 [ 0.11336604]
 [-0.53488968]
 [-0.04479919]
 [-0.25463215]
 [-0.13497139]
 [ 0.00719394]
 [ 0.24336775]]
Progress: 0.5% ... Training loss: 0.911 ... Validation loss: 1.347[[  5.37687630e-02   7.12680236e-02  -2.09330393e-01  -1.08142192e-02
   -3.84362246e-01   3.03854750e-02   7.76116676e-02   1.74008643e-01
   -1.68917255e-01   4.33546994e-02]
 [  2.35016742e-02   2.04924355e-01  -1.39615264e-02   4.98422072e-02
    5.77504551e-02  -1.10131923e-02   2.66979274e-01   3.99757384e-02
    1.45217899e-01  -1.24367488e-02]
 [  1.55917257e-01   2.39245201e-01  -5.69783348e-02   1.12527104e-01
    8.71314120e-02  -2.00441478e-02  -4.40704940e-01   3.47621321e-02
    1.25358285e-01   2.72459013e-01]
 [  1.62579732e-02  -1.96760849e-01  -1.62371856e-01   1.94792266e-02
    1.04389434e-01   1.21725759e-01   6.44544479e-02  -7.17517905e-03
    7.35541440e-03   1.44176248e-01]
 [ -1.55745047e-02   2.06177824e-01  -1.68309480e-01   3.65506946e-02
    1.18977239e-01  -1.66099442e-01  -1.21783672e-02  -1.07405160e-01
   -2.11609159e-01   4.96086250e-02]
 [ -3.51316911e-01  -2.27109205e-01  -2.75175964e-01   1.32136181e-01
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   -2.83576809e-02   4.92154924e-02]
 [ -1.73784297e-03  -9.06210372e-02   8.08678550e-03   1.11909492e-01
   -2.51630109e-01  -7.24406119e-02   1.19391476e-01  -1.81551087e-01
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 [  1.38917155e-01  -7.53048616e-02   4.17635667e-02  -3.84498053e-02
   -3.40483168e-03  -6.03058847e-02  -1.36556803e-01   1.26301912e-01
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 [  3.26561112e-02  -1.68385965e-01   6.78175334e-02  -3.49958680e-03
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   -4.29058253e-02   1.43211055e-01]
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   -2.23523812e-02  -1.22713855e-01]
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   -1.03622033e-01  -8.15243521e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -1.98816965e-01  -6.48672180e-02   1.33942295e-01   2.87146156e-01
   -2.09071412e-01  -9.14422445e-02  -1.90178741e-01  -2.59822052e-01
   -1.99463861e-01   4.25677554e-02]
 [  1.13011952e-01  -1.81031456e-02  -1.44974702e-02   1.05152352e-01
   -1.65312441e-02  -7.68956722e-02   8.43039174e-02   4.36942138e-04
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 [  6.53974323e-03  -1.00132416e-01  -2.27082208e-01   1.08662146e-01
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   -1.26428019e-01  -4.73698033e-02]
 [ -1.25700418e-01  -3.40374658e-02  -2.04116311e-01   1.53459393e-01
   -8.35124401e-02   1.34514391e-01  -3.23694154e-04  -2.51314427e-01
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 [ -8.46162214e-02  -6.60070824e-02   2.64959078e-01   8.56213234e-02
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 [  8.92108190e-02   1.34071978e-01   1.07700064e-01   1.41913901e-01
   -1.55524827e-01  -5.22058434e-02   1.13437133e-01   1.17665364e-01
   -1.94795899e-03   6.84725805e-03]
 [  2.94274208e-02  -6.35321393e-02  -2.74905074e-01  -1.74649386e-02
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 [  5.66696343e-02   6.11694742e-02  -1.18199997e-01   4.46125056e-02
   -1.40013776e-01   3.25543653e-01   2.00327015e-01   2.06433026e-01
   -1.68031579e-01  -3.90351752e-02]
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 [  9.43052327e-02   4.48725058e-02  -6.06310866e-02  -1.21704984e-01
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 [ -9.68392585e-02   2.74508392e-02  -1.27934628e-02   2.47936068e-02
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 [ -1.28629375e-01  -5.70787306e-03  -1.87728535e-01   1.79352757e-02
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 [  7.65227747e-02   2.56297715e-01  -8.03772428e-03   1.54965892e-02
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   -8.13048463e-02  -1.84828754e-01]
 [  1.10741845e-01   3.38784967e-02   4.97033362e-02   9.80630608e-02
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    1.47241280e-01  -1.54947768e-01]
 [  1.25478547e-01  -5.04793619e-02   3.07332038e-02   4.46712181e-02
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   -2.56595418e-01  -1.35500647e-02]
 [ -2.62495946e-02  -1.61536195e-01   7.76899830e-02  -1.36165329e-02
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 [ -1.60772319e-01   5.70183521e-03   1.33330065e-01   1.15986770e-01
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 [ -3.10221090e-02   2.11202908e-01   3.50403050e-01  -1.58434482e-02
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   -9.41824181e-02   2.45406793e-01]
 [ -3.78468160e-02   5.10649591e-02  -1.27504132e-01   1.93669548e-02
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 [  6.01061130e-02   7.72058666e-02   1.30276929e-01  -1.62130203e-01
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 [  1.96248509e-01  -1.27966779e-01  -1.80118361e-01   1.18216017e-01
   -2.66919110e-01  -1.71181155e-01   2.05058644e-02   2.05980453e-01
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 [  3.14067963e-02   9.61359695e-02   2.39611933e-01   2.30706275e-01
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   -1.51778950e-01  -3.15204303e-01]
 [  5.74731117e-02   4.21033276e-02  -9.78401208e-02  -7.27719297e-03
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 [ -1.00947353e-02  -8.33325394e-02  -7.03330965e-02  -6.57710032e-02
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    2.65672154e-02  -5.19310452e-03]
 [ -3.51405398e-03  -3.31348218e-02   2.26315966e-01   3.02127751e-02
   -7.90401760e-02  -1.09932606e-01   2.21807763e-01   4.41928188e-02
   -2.17387237e-01   6.10943736e-02]
 [  3.52197268e-02  -7.46291564e-02   8.96502119e-02  -4.38182420e-02
   -7.67715383e-02   9.28542126e-02   1.80847170e-01  -2.69229983e-01
   -5.50349473e-02  -1.42099083e-01]
 [ -3.51029022e-02   1.11631041e-02   7.31302386e-02  -6.48773733e-02
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   -4.70336279e-02   1.45547600e-01]
 [  2.30277044e-01   7.16084604e-02   3.38788649e-02   9.40135681e-02
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   -4.39345676e-02  -3.81691163e-04]
 [ -5.38610847e-02  -2.86199289e-01  -4.07187638e-02  -9.03613500e-02
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 [ -2.02257341e-01   1.02890170e-02  -2.92583444e-02   9.38051243e-02
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   -1.13036135e-02   1.63055994e-01]
 [  1.68818027e-01   3.69624659e-02   1.84379949e-01   1.05251863e-02
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 [ -1.14288489e-01   1.00589758e-01   2.16879863e-01  -4.25635531e-02
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   -7.58663769e-02  -1.77228628e-02]
 [ -1.03995506e-01  -2.55504367e-02   2.15939593e-02   8.00066882e-02
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   -2.84987993e-01  -1.05712629e-01]
 [ -1.65991155e-01   1.37376300e-01  -6.05652261e-02  -2.72350685e-01
   -7.25160220e-02   8.23516751e-02  -6.62007315e-02   9.66069953e-02
   -1.57759679e-01   1.20621908e-01]
 [  1.15455045e-01  -5.60292187e-02  -6.28637558e-02  -1.84897255e-02
   -1.30037052e-01  -4.66187678e-02  -1.60356146e-01   1.39936910e-01
   -6.32632838e-02  -3.88981203e-02]
 [  1.53816835e-01  -1.15104076e-01  -1.37753170e-01   9.65130477e-04
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 [ -1.37430269e-01   1.56652146e-01   2.47354729e-01  -5.07032127e-02
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   -1.45959814e-01  -7.97644185e-02]
 [ -3.27635969e-01   2.17430836e-01   2.49348344e-02   6.72619660e-03
   -4.81216445e-02  -1.86603892e-01  -1.73679860e-01   2.32295665e-01
   -7.52924561e-02   1.37003158e-01]
 [  1.41261555e-01   1.31124745e-01  -2.43369272e-01  -1.06605065e-01
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   -1.64786743e-02  -1.94359095e-01]
 [  2.24956653e-01  -7.32977187e-02   7.16762380e-02  -3.69788259e-03
   -9.59264468e-02  -4.11588070e-02  -1.01006189e-01  -1.39385797e-01
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 [ -1.04163286e-01   3.06081144e-03   1.18223220e-01   1.15208592e-01
   -6.85154391e-02  -1.07765568e-01   2.17421473e-01  -7.26917372e-02
    1.87919415e-01   4.24225266e-04]
 [  1.99257241e-02  -8.83896043e-02   2.14690174e-01  -2.23197851e-01
    4.69034601e-02   1.11870131e-01  -4.21948472e-02  -1.08614491e-01
    3.18580239e-02   2.67356013e-01]]
[[ 0.03881044]
 [ 0.28696909]
 [ 0.14534485]
 [ 0.11115218]
 [-0.54141964]
 [-0.05131657]
 [-0.27179859]
 [-0.13619351]
 [ 0.00514118]
 [ 0.242703  ]]
Progress: 0.5% ... Training loss: 0.905 ... Validation loss: 1.353[[  5.42083470e-02   7.44352193e-02  -2.07697772e-01  -9.53712414e-03
   -3.90177733e-01   2.98176948e-02   7.46289601e-02   1.72479306e-01
   -1.68858918e-01   4.61276834e-02]
 [  2.35016742e-02   2.04924355e-01  -1.39615264e-02   4.98422072e-02
    5.77504551e-02  -1.10131923e-02   2.66979274e-01   3.99757384e-02
    1.45217899e-01  -1.24367488e-02]
 [  1.56760682e-01   2.45504181e-01  -5.37478644e-02   1.15052659e-01
    7.48495390e-02  -2.11589853e-02  -4.46400565e-01   3.17655994e-02
    1.25471696e-01   2.77848494e-01]
 [  1.54261622e-02  -2.02705916e-01  -1.65491520e-01   1.70650091e-02
    1.15714943e-01   1.22816564e-01   7.00971992e-02  -4.18407745e-03
    7.24655023e-03   1.38980960e-01]
 [ -1.56676998e-02   2.05230154e-01  -1.68643380e-01   3.63068796e-02
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   -2.11618918e-01   4.90099176e-02]
 [ -3.51360664e-01  -2.27504716e-01  -2.75377100e-01   1.31975010e-01
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   -2.83634663e-02   4.88769865e-02]
 [ -1.62351381e-03  -8.96931009e-02   8.52404664e-03   1.12234384e-01
   -2.53015109e-01  -7.25918801e-02   1.18618081e-01  -1.81994837e-01
    1.87148351e-01   6.37491975e-02]
 [  1.39066520e-01  -7.41844635e-02   4.23231978e-02  -3.79898397e-02
   -5.62931800e-03  -6.05013179e-02  -1.37517876e-01   1.25792778e-01
    8.29047557e-02   4.29168926e-02]
 [ -1.61781147e-01  -3.33697199e-02  -3.08939366e-01  -2.91272248e-03
   -9.92987359e-02   7.56141994e-02  -2.79506467e-01  -1.96385156e-02
    2.77896506e-01  -1.05205211e-01]
 [  3.28342794e-02  -1.66877705e-01   6.84959002e-02  -2.97376435e-03
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[[ 0.05357254]
 [ 0.30274042]
 [ 0.15431331]
 [ 0.1230694 ]
 [-0.54078844]
 [-0.04563768]
 [-0.27154216]
 [-0.1225394 ]
 [ 0.0183415 ]
 [ 0.25382848]]
Progress: 0.6% ... Training loss: 0.896 ... Validation loss: 1.320[[  5.48247324e-02   7.79470908e-02  -2.05865260e-01  -8.07718714e-03
   -3.96243717e-01   2.92810470e-02   7.15052187e-02   1.71056492e-01
   -1.68647911e-01   4.90764739e-02]
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 [  1.58107401e-01   2.53124337e-01  -4.97504492e-02   1.18304402e-01
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    1.25942660e-01   2.84422504e-01]
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   -8.13338412e-02  -1.85594228e-01]
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   -2.56647307e-01  -1.44339292e-02]
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 [ -3.27847442e-01   2.16210888e-01   2.42671150e-02   6.19503725e-03
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   -6.98639143e-02  -1.07893396e-01   2.16685251e-01  -7.30513920e-02
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 [  2.01773634e-02  -8.69112848e-02   2.15405350e-01  -2.22596404e-01
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[[ 0.06531707]
 [ 0.31434487]
 [ 0.16119685]
 [ 0.1276662 ]
 [-0.5426642 ]
 [-0.04332322]
 [-0.27830294]
 [-0.11482548]
 [ 0.02799441]
 [ 0.26229963]]
Progress: 0.6% ... Training loss: 0.890 ... Validation loss: 1.302[[  5.53488454e-02   8.04110388e-02  -2.04597894e-01  -7.06024773e-03
   -4.00275340e-01   2.89301248e-02   6.93821783e-02   1.70116080e-01
   -1.68411445e-01   5.12389209e-02]
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 [  1.59744868e-01   2.60979933e-01  -4.55407037e-02   1.21657792e-01
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    1.26672426e-01   2.91244798e-01]
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    6.22256609e-03   1.28147132e-01]
 [ -1.56821046e-02   2.04811131e-01  -1.68735946e-01   3.61927090e-02
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   -2.11587158e-01   4.87041221e-02]
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   -2.85671085e-02   4.65597205e-02]
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   -1.03857192e-01  -8.44768708e-02]
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   -8.13882798e-02  -1.86103844e-01]
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 [  1.25169048e-01  -5.21691333e-02   2.98465783e-02   4.39586295e-02
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   -1.26001982e-01  -4.62533562e-02  -1.58293011e-01   1.40906989e-01
   -6.33799172e-02  -4.08238043e-02]
 [  1.53868430e-01  -1.14826602e-01  -1.37651699e-01   1.01693139e-03
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 [ -1.37546164e-01   1.55913948e-01   2.46981509e-01  -5.10074663e-02
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   -1.46001139e-01  -8.03933639e-02]
 [ -3.27980762e-01   2.15592585e-01   2.39538062e-02   5.92911490e-03
   -4.48096072e-02  -1.86334592e-01  -1.72045704e-01   2.33058169e-01
   -7.54346762e-02   1.35471865e-01]
 [  1.41338676e-01   1.31376887e-01  -2.43160406e-01  -1.06471826e-01
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   -1.64376036e-02  -1.94082082e-01]
 [  2.25195487e-01  -7.15650271e-02   7.25268083e-02  -3.06733172e-03
   -9.85931319e-02  -4.14430532e-02  -1.02407555e-01  -1.40152898e-01
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 [ -1.04142328e-01   3.35365402e-03   1.18366717e-01   1.15304967e-01
   -6.89771666e-02  -1.07832011e-01   2.17057591e-01  -7.28825637e-02
    1.87901103e-01   7.39623981e-04]
 [  2.03443203e-02  -8.61197480e-02   2.15774164e-01  -2.22284703e-01
    4.32125477e-02   1.11542801e-01  -4.40544685e-02  -1.09488698e-01
    3.20083295e-02   2.69098545e-01]]
[[ 0.07471182]
 [ 0.32493454]
 [ 0.1643353 ]
 [ 0.13065965]
 [-0.5455276 ]
 [-0.04553929]
 [-0.28746748]
 [-0.10962254]
 [ 0.0344486 ]
 [ 0.26924655]]
Progress: 0.7% ... Training loss: 0.883 ... Validation loss: 1.288[[  5.59105598e-02   8.27419320e-02  -2.03326567e-01  -6.06384276e-03
   -4.03911237e-01   2.85934718e-02   6.74243946e-02   1.69302147e-01
   -1.68145349e-01   5.33516755e-02]
 [  2.33298782e-02   2.04056980e-01  -1.43977814e-02   4.94861810e-02
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    1.45140090e-01  -1.31200800e-02]
 [  1.61860108e-01   2.69760088e-01  -4.07234718e-02   1.25557663e-01
    3.16985096e-02  -2.47872186e-02  -4.67567984e-01   2.24434617e-02
    1.27664550e-01   2.99056780e-01]
 [  1.17256836e-02  -2.20226476e-01  -1.74483100e-01   9.68489666e-03
    1.46076150e-01   1.25354271e-01   8.51189162e-02   2.60394442e-03
    5.70949098e-03   1.24100965e-01]
 [ -1.52525224e-02   2.06372634e-01  -1.67708933e-01   3.70003644e-02
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   -2.11362672e-01   5.02490504e-02]
 [ -3.52422436e-01  -2.32363203e-01  -2.78151052e-01   1.29727949e-01
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   -2.88360038e-02   4.44275535e-02]
 [ -1.18626516e-03  -8.75648093e-02   9.71612769e-03   1.13134154e-01
   -2.56389939e-01  -7.29077197e-02   1.16624363e-01  -1.82893693e-01
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 [  1.39798751e-01  -7.08239927e-02   4.41450280e-02  -3.65326536e-02
   -1.13851105e-02  -6.10066995e-02  -1.40080945e-01   1.24520663e-01
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 [ -1.62014457e-01  -3.42909308e-02  -3.09398915e-01  -3.34364695e-03
   -9.75036726e-02   7.57664484e-02  -2.78563089e-01  -1.92643213e-02
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 [  3.30838697e-02  -1.65123695e-01   6.91002600e-02  -2.50613457e-03
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   -4.27941580e-02   1.45535120e-01]
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   -2.21767184e-02  -1.20680503e-01]
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   -1.03968786e-01  -8.53777517e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -1.99394638e-01  -6.76951422e-02   1.32410198e-01   2.85900419e-01
   -2.03636889e-01  -9.10200261e-02  -1.87603876e-01  -2.58806117e-01
   -1.99728988e-01   4.01151768e-02]
 [  1.12605929e-01  -1.99559098e-02  -1.55577089e-02   1.04292404e-01
   -1.28855701e-02  -7.65809630e-02   8.59582694e-02   1.23247397e-03
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 [  6.43402342e-03  -1.00548079e-01  -2.27326192e-01   1.08463701e-01
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   -1.26483819e-01  -4.77266238e-02]
 [ -1.25665874e-01  -3.39389184e-02  -2.04033618e-01   1.53484335e-01
   -8.33133924e-02   1.34490124e-01  -4.44242776e-04  -2.51372383e-01
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 [ -8.41069848e-02  -6.33482554e-02   2.66323355e-01   8.66965768e-02
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 [  8.95072298e-02   1.35729112e-01   1.08613437e-01   1.42641943e-01
   -1.58779369e-01  -5.24858125e-02   1.11916931e-01   1.16887419e-01
   -1.85166075e-03   8.34350409e-03]
 [  2.97217708e-02  -6.18098277e-02  -2.74061229e-01  -1.67735631e-02
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 [  5.71172647e-02   6.32363154e-02  -1.17051889e-01   4.55259042e-02
   -1.43613440e-01   3.25211311e-01   1.98556856e-01   2.05637320e-01
   -1.67834365e-01  -3.71258878e-02]
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 [  9.44197721e-02   4.55721500e-02  -6.02558831e-02  -1.21445811e-01
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 [ -9.71657445e-02   2.56713887e-02  -1.36744049e-02   2.40563413e-02
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 [  7.62216729e-02   2.54579469e-01  -8.91020625e-03   1.47934663e-02
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   -8.14092579e-02  -1.86286240e-01]
 [  1.10244054e-01   3.13556431e-02   4.83870957e-02   9.69993493e-02
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    1.47053148e-01  -1.57071381e-01]
 [  1.24834963e-01  -5.36362523e-02   2.90947146e-02   4.33404406e-02
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   -2.56862850e-01  -1.62814633e-02]
 [ -2.68220141e-02  -1.64425396e-01   7.61405729e-02  -1.48515778e-02
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 [ -1.61196424e-01   3.58471446e-03   1.32195629e-01   1.15060438e-01
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 [ -3.15083334e-02   2.08616590e-01   3.49103693e-01  -1.68968244e-02
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   -9.43650196e-02   2.43386537e-01]
 [ -3.81311774e-02   4.94360668e-02  -1.28354174e-01   1.86875782e-02
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 [  6.00390049e-02   7.71217426e-02   1.30166177e-01  -1.62222284e-01
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 [  1.96691145e-01  -1.25460088e-01  -1.78765664e-01   1.19280474e-01
   -2.71247788e-01  -1.71591763e-01   1.81980314e-02   2.04908141e-01
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 [  3.14958302e-02   9.65416593e-02   2.39798006e-01   2.30862344e-01
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   -1.51735724e-01  -3.14889675e-01]
 [  5.72524566e-02   4.10346288e-02  -9.83770388e-02  -7.72520953e-03
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 [ -1.01068175e-02  -8.32810436e-02  -7.03254228e-02  -6.57519760e-02
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 [ -3.28281174e-03  -3.20572568e-02   2.26838841e-01   3.06606891e-02
   -8.08236276e-02  -1.10081447e-01   2.20929223e-01   4.38139058e-02
   -2.17276920e-01   6.19313349e-02]
 [  3.52391258e-02  -7.46199297e-02   8.96479887e-02  -4.38159797e-02
   -7.65835956e-02   9.28591090e-02   1.80831551e-01  -2.69235428e-01
   -5.50242230e-02  -1.42056880e-01]
 [ -3.49986619e-02   1.18861495e-02   7.34925348e-02  -6.45960029e-02
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   -4.70145048e-02   1.46150646e-01]
 [  2.30422982e-01   7.26035972e-02   3.43874484e-02   9.44154381e-02
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   -4.38934744e-02   4.53008818e-04]
 [ -5.34151633e-02  -2.83982741e-01  -3.95745267e-02  -8.94426557e-02
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 [ -2.00938614e-01   1.69963787e-02  -2.57698386e-02   9.65527512e-02
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   -1.08941063e-02   1.67760252e-01]
 [  1.69087059e-01   3.87179033e-02   1.85262747e-01   1.12225341e-02
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 [ -1.14054709e-01   1.01745529e-01   2.17482867e-01  -4.20841221e-02
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   -7.57772471e-02  -1.67416049e-02]
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   -2.85015295e-01  -1.06138708e-01]
 [ -1.66232956e-01   1.36043772e-01  -6.12255288e-02  -2.72885633e-01
   -7.01633179e-02   8.25570705e-02  -6.50106751e-02   9.71426954e-02
   -1.57844764e-01   1.19498877e-01]
 [  1.14941004e-01  -5.88377193e-02  -6.43025177e-02  -1.96509432e-02
   -1.25105099e-01  -4.61714533e-02  -1.57824780e-01   1.41105832e-01
   -6.34420530e-02  -4.12986172e-02]
 [  1.53776536e-01  -1.15140623e-01  -1.37832072e-01   8.65107686e-04
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 [ -1.37722471e-01   1.55164112e-01   2.46564996e-01  -5.13432550e-02
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   -1.46084298e-01  -8.10351741e-02]
 [ -3.27707252e-01   2.16800756e-01   2.45868577e-02   6.43632343e-03
   -4.68029911e-02  -1.86505782e-01  -1.73088001e-01   2.32663833e-01
   -7.53036442e-02   1.36495754e-01]
 [  1.41147702e-01   1.30554179e-01  -2.43535033e-01  -1.06793082e-01
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   -1.65220345e-02  -1.94747698e-01]
 [  2.25281996e-01  -7.12699481e-02   7.26960890e-02  -2.95565762e-03
   -9.87823776e-02  -4.14807942e-02  -1.02565694e-01  -1.40255714e-01
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 [ -1.04304564e-01   2.66130057e-03   1.18026687e-01   1.15017446e-01
   -6.77329649e-02  -1.07726995e-01   2.17726769e-01  -7.26305532e-02
    1.87823490e-01   1.61339036e-04]
 [  2.02882535e-02  -8.63641224e-02   2.15604933e-01  -2.22413029e-01
    4.38723830e-02   1.11589847e-01  -4.37378385e-02  -1.09389134e-01
    3.19814365e-02   2.68807531e-01]]
[[ 0.072106  ]
 [ 0.33025711]
 [ 0.15457844]
 [ 0.12338035]
 [-0.56184111]
 [-0.05774402]
 [-0.30919512]
 [-0.11198677]
 [ 0.02737569]
 [ 0.26532908]]
Progress: 0.7% ... Training loss: 0.873 ... Validation loss: 1.302[[  5.61997751e-02   8.38055794e-02  -2.02658619e-01  -5.57335032e-03
   -4.05958493e-01   2.83679125e-02   6.64857705e-02   1.68878868e-01
   -1.68037563e-01   5.43993262e-02]
 [  2.32690773e-02   2.03775085e-01  -1.45325394e-02   4.93804637e-02
    5.96326505e-02  -1.08378084e-02   2.67913392e-01   4.03680939e-02
    1.45118154e-01  -1.33255327e-02]
 [  1.63522055e-01   2.77241817e-01  -3.69418205e-02   1.28576249e-01
    1.82862111e-02  -2.61832645e-02  -4.74323903e-01   1.97971459e-02
    1.28307634e-01   3.05285991e-01]
 [  1.00697153e-02  -2.27714015e-01  -1.78034544e-01   6.77602836e-03
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    5.07467103e-03   1.18111935e-01]
 [ -1.53823757e-02   2.05791397e-01  -1.67885248e-01   3.67268282e-02
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   -2.11400110e-01   4.96990660e-02]
 [ -3.52787569e-01  -2.34217397e-01  -2.79036531e-01   1.29011220e-01
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   -2.89859583e-02   4.29432028e-02]
 [ -1.67834272e-03  -8.97299521e-02   8.70389281e-03   1.12273547e-01
   -2.52618221e-01  -7.25093454e-02   1.18668395e-01  -1.82165510e-01
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 [  1.40253042e-01  -6.89053646e-02   4.51418517e-02  -3.57378835e-02
   -1.47752307e-02  -6.13734121e-02  -1.41711473e-01   1.23831756e-01
    8.33956355e-02   4.75876637e-02]
 [ -1.62238775e-01  -3.52921806e-02  -3.09846939e-01  -3.73020999e-03
   -9.57544626e-02   7.59469990e-02  -2.77597220e-01  -1.89159701e-02
    2.77705174e-01  -1.06932363e-01]
 [  3.29237906e-02  -1.65715974e-01   6.87880603e-02  -2.79855343e-03
    4.03569256e-02  -7.77686592e-02  -7.22820268e-02  -8.31197034e-02
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[[ 0.0605937 ]
 [ 0.32153963]
 [ 0.14011834]
 [ 0.105971  ]
 [-0.58325322]
 [-0.07942951]
 [-0.33901761]
 [-0.12258689]
 [ 0.01455696]
 [ 0.25121322]]
Progress: 0.8% ... Training loss: 0.869 ... Validation loss: 1.344[[ 0.05665727  0.08611636 -0.20160761 -0.0047579  -0.40966257  0.02774852
   0.0641529   0.16793425 -0.16792804  0.05630605]
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 [ 0.16475043  0.28343788 -0.03400086  0.13087563  0.0060342  -0.02789813
  -0.48082014  0.01718037  0.12861349  0.31051768]
 [ 0.00856733 -0.23530314 -0.18149848  0.00409907  0.17327058  0.12866566
   0.10015468  0.00821797  0.00470268  0.11208098]
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 [ 0.07569374  0.2519596  -0.01012768  0.01383925  0.0230622   0.2010349
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 [ 0.11006673  0.03047546  0.04800304  0.09668523  0.05462766  0.011111
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   0.03073582 -0.01003086 -0.07576911 -0.0165118 ]
 [-0.10411658 -0.0261427   0.02126873  0.07972924 -0.00804907  0.12248475
   0.27990532  0.02122651 -0.28503621 -0.1062808 ]
 [-0.16629014  0.13579856 -0.06135579 -0.27299103 -0.06963313  0.08261621
  -0.06473598  0.09724754 -0.15786417  0.11926222]
 [ 0.11467124 -0.06010248 -0.0649013  -0.02012535 -0.12288141 -0.04591454
  -0.15661     0.14156166 -0.06353441 -0.04234713]
 [ 0.15365621 -0.11555308 -0.13802113  0.00066758  0.12850797 -0.06051153
  -0.07183314 -0.14530985  0.13304622 -0.08946136]
 [-0.13744497  0.15645434  0.2471822  -0.05088238  0.22299583  0.10678779
  -0.00516019 -0.29509629 -0.14601052 -0.07991003]
 [-0.32799758  0.2151376   0.0238869   0.005874   -0.04384678 -0.18614644
  -0.17138704  0.23328419 -0.07539631  0.1353028 ]
 [ 0.14063862  0.12810978 -0.24462098 -0.10769245  0.09719879 -0.28146635
  -0.00568988 -0.16553369 -0.01669462 -0.19670533]
 [ 0.22530563 -0.0711019   0.07276848 -0.00289143 -0.09915488 -0.04159591
  -0.10279177 -0.14040721  0.11972365 -0.14218694]
 [-0.10400088  0.00375923  0.11862546  0.11549486 -0.06961219 -0.10795901
   0.21651154 -0.07307717  0.18792603  0.0011748 ]
 [ 0.019937   -0.08791221  0.21478443 -0.2230403   0.04714123  0.11193135
  -0.0419538  -0.10878598  0.0318594   0.26739503]]
[[ 0.06784341]
 [ 0.32995591]
 [ 0.14185129]
 [ 0.10721457]
 [-0.59355614]
 [-0.08601393]
 [-0.35113005]
 [-0.12345972]
 [ 0.0174245 ]
 [ 0.25169634]]
Progress: 0.8% ... Training loss: 0.861 ... Validation loss: 1.340[[ 0.05776288  0.09123608 -0.19925144 -0.00298296 -0.41853256  0.02633681
   0.05891535  0.16588692 -0.16763819  0.06031371]
 [ 0.02325847  0.20371693 -0.01455871  0.04935959  0.05972661 -0.01082266
   0.26796587  0.04039729  0.14511621 -0.01336377]
 [ 0.16664209  0.29226035 -0.02990421  0.13398313 -0.00996494 -0.030334
  -0.48975304  0.0136357   0.1291176   0.31747069]
 [ 0.00705313 -0.24219142 -0.18469837  0.00165899  0.18566097  0.13056979
   0.10747388  0.01102044  0.00430764  0.1067158 ]
 [-0.01414708  0.21148975 -0.16513276  0.03874306  0.10495475 -0.16758152
  -0.0186099  -0.11009961 -0.21107064  0.0541389 ]
 [-0.35342152 -0.23748489 -0.28055027  0.12784088  0.13887766  0.06141179
  -0.0395255  -0.03862417 -0.02915135  0.04025008]
 [-0.00123088 -0.08756255  0.00968015  0.11298884 -0.25577418 -0.07306039
   0.1163284  -0.18301086  0.18724648  0.06554839]
 [ 0.1407543  -0.0666392   0.04627964 -0.03486847 -0.01901212 -0.06205794
  -0.14379716  0.12283041  0.08353528  0.04951252]
 [-0.16209719 -0.03466611 -0.30958045 -0.0035058  -0.09672895  0.07579357
  -0.2780414  -0.01916161  0.27773746 -0.10640262]
 [ 0.03402037 -0.16043758  0.0711488  -0.0009989   0.03161358 -0.07915232
  -0.07742809 -0.08522486 -0.04257426  0.14906204]
 [-0.07836254  0.1425281  -0.00194943 -0.15952872 -0.02979473  0.03634211
   0.05091003 -0.09713672 -0.02230015 -0.12212189]
 [-0.03928356  0.18472876 -0.0314216   0.07786489  0.03689049  0.0585324
  -0.22742962 -0.02174517 -0.10420281 -0.08843646]
 [-0.15552624  0.00744339  0.06267519  0.0238846  -0.17757554 -0.22052817
  -0.1821667  -0.19691155  0.08886571  0.17654103]
 [-0.19983364 -0.07000326  0.13127855  0.28501344 -0.19918047 -0.09046389
  -0.18519445 -0.25791864 -0.19987679  0.03816511]
 [ 0.11222526 -0.02190483 -0.01641472  0.10362194 -0.0094746  -0.07614021
   0.08773605  0.0019319   0.01672017  0.02061832]
 [ 0.00633824 -0.10105246 -0.22753844  0.10828246  0.04362257  0.11365775
  -0.01548969 -0.01504005 -0.12651145 -0.0481285 ]
 [-0.12598284 -0.03520198 -0.20467807  0.15292757 -0.08066016  0.13470404
   0.00072706 -0.2509299   0.06051506 -0.20014623]
 [-0.08406216 -0.063131    0.26643321  0.08672483  0.13712377 -0.05048313
  -0.1139614   0.12724845  0.06014478  0.01822058]
 [ 0.09003465  0.13816871  0.10978077  0.14353692 -0.16264819 -0.05313364
   0.10944612  0.11587771 -0.00170103  0.0103735 ]
 [ 0.03027672 -0.05940032 -0.27280194 -0.01578043  0.10845199 -0.11378753
   0.07874601  0.15891317  0.12558888  0.01717899]
 [ 0.05698187  0.06245712 -0.11738297  0.04526896 -0.14232738  0.3253011
   0.19926227  0.20585696 -0.16789146 -0.03768215]
 [-0.00998253 -0.0649149   0.1044673   0.08814334  0.03537763  0.12867089
  -0.19124163 -0.02968588  0.19664311  0.06108173]
 [ 0.09452518  0.04611696 -0.06000939 -0.12125448 -0.06243313 -0.31769872
   0.1373894   0.01297395  0.13235224  0.06779279]
 [-0.0973425   0.02482747 -0.01403261  0.02375447  0.01107074 -0.20239115
  -0.09319829 -0.0196652   0.01499503  0.13215807]
 [-0.12922687 -0.00850383 -0.18916706  0.01679174 -0.31438062 -0.01093663
  -0.06317027 -0.02278326  0.01931291  0.08890526]
 [ 0.07563862  0.25171516 -0.01024543  0.01375149  0.02354701  0.20110521
   0.18660743  0.10023513 -0.08158917 -0.18857727]
 [ 0.10997941  0.03005162  0.04782178  0.09654372  0.05541763  0.01122535
   0.07627977  0.07606307  0.14697641 -0.1580945 ]
 [ 0.1242799  -0.05625416  0.02788663  0.04238208  0.13316364 -0.0584161
   0.07993104  0.03282802 -0.25703545 -0.01839767]
 [-0.02725303 -0.16658796  0.07517744 -0.0156084   0.10620455 -0.18719308
   0.14801557 -0.09833828  0.0639145   0.30317381]
 [-0.16162983  0.00136967  0.13121436  0.11429826  0.35668748  0.05477817
  -0.01346476  0.03212293  0.0244196   0.07163622]
 [-0.03226607  0.20491681  0.34743859 -0.01820045 -0.12414047 -0.15755652
   0.14130211 -0.0028894  -0.09459978  0.24056701]
 [-0.03844043  0.04804966 -0.12901376  0.01815786  0.07344077 -0.28626969
  -0.11146749  0.16194723  0.07471588  0.02566964]
 [ 0.06005294  0.07717018  0.13020294 -0.16220487  0.19273543  0.0942392
   0.03566085  0.29487179  0.02500886  0.07490295]
 [ 0.19744819 -0.12177088 -0.17709864  0.1205845  -0.27756166 -0.1725161
   0.01443132  0.20348001  0.24503979 -0.30660975]
 [ 0.03155553  0.09685922  0.23992881  0.23095332  0.02758651 -0.17765816
  -0.11188236 -0.12655512 -0.1517272  -0.31465894]
 [ 0.05712252  0.04038267 -0.09866158 -0.00795214  0.09671169  0.02071449
  -0.10116458 -0.18603915  0.06897023  0.26037913]
 [-0.01004854 -0.08305473 -0.07021706 -0.06566439  0.03724989 -0.16747
   0.12113547  0.01002124  0.02657668 -0.0050072 ]
 [-0.00304956 -0.03094249  0.22733862  0.03105886 -0.08271884 -0.11032501
   0.21985409  0.04341265 -0.21720079  0.06272697]
 [ 0.03538298 -0.07393878  0.08996291 -0.04357386 -0.07782101  0.0927009
   0.18013042 -0.26948541 -0.05498279 -0.14150103]
 [-0.03492856  0.01214651  0.07365695 -0.0644773   0.07614032  0.19500709
   0.17070817  0.11850243 -0.04699713  0.14639045]
 [ 0.23046078  0.07273685  0.03447406  0.09447986  0.00433562 -0.02737437
  -0.1743962   0.14736025 -0.04388276  0.00060284]
 [-0.05311061 -0.28244317 -0.03888923 -0.08892949  0.01380288 -0.05717463
   0.06688525  0.05209502  0.02890552  0.04863578]
 [-0.20017386  0.02049432 -0.02416863  0.09781414 -0.1165551  -0.15015945
  -0.07819951 -0.04510903  0.04871096 -0.03682702]
 [-0.03517047  0.01420611 -0.07203068  0.13489588  0.11390068  0.07472986
   0.12213445  0.18048257 -0.01069901  0.16998921]
 [ 0.16962528  0.04141042  0.18645724  0.01215298  0.05285237  0.1539539
   0.07605076  0.17681769  0.14449176 -0.08384449]
 [-0.11395863  0.10222332  0.21767934 -0.04192677  0.16363898  0.16149014
   0.03056957 -0.01009688 -0.07575932 -0.01638711]
 [-0.10412831 -0.02619683  0.02124584  0.07971015 -0.00791486  0.12250128
   0.27996472  0.02124799 -0.28503915 -0.10632355]
 [-0.16629574  0.13578405 -0.06136865 -0.27300029 -0.0695732   0.08262283
  -0.06468815  0.09726051 -0.15786589  0.11923092]
 [ 0.11464084 -0.06024906 -0.06496543 -0.02017314 -0.12262598 -0.04587554
  -0.15646021  0.14161414 -0.0635422  -0.04245704]
 [ 0.15374286 -0.11511169 -0.13781725  0.00081016  0.1277726  -0.06061143
  -0.07216931 -0.14548204  0.13307292 -0.08915585]
 [-0.13743065  0.15653576  0.24720327 -0.05087056  0.22290892  0.10678002
  -0.00515804 -0.29512062 -0.14600749 -0.07986697]
 [-0.32795298  0.21529185  0.02396023  0.0059327  -0.04405091 -0.18618568
  -0.17148289  0.23322351 -0.07538662  0.13542767]
 [ 0.14068465  0.12829585 -0.24451984 -0.10761895  0.09684891 -0.28150477
  -0.00588856 -0.16561166 -0.01668232 -0.19652743]
 [ 0.22533735 -0.07094653  0.07280249 -0.00285187 -0.09921695 -0.04163944
  -0.10281293 -0.14045894  0.1197287  -0.1420572 ]
 [-0.10382795  0.00445386  0.1190088   0.11574857 -0.07082873 -0.10816028
   0.21569335 -0.07339067  0.18797173  0.0017606 ]
 [ 0.02003604 -0.08742325  0.21499262 -0.22286654  0.04646325  0.11180142
  -0.04238387 -0.10897765  0.03188624  0.26769093]]
[[ 0.09115866]
 [ 0.35844421]
 [ 0.15600919]
 [ 0.12669235]
 [-0.59084165]
 [-0.07858948]
 [-0.35139422]
 [-0.10516823]
 [ 0.03610074]
 [ 0.27357245]]
Progress: 0.8% ... Training loss: 0.846 ... Validation loss: 1.285[[  5.92143164e-02   9.67080057e-02  -1.96690899e-01  -9.00671529e-04
   -4.27195203e-01   2.50707146e-02   5.38184852e-02   1.64172541e-01
   -1.67030252e-01   6.44631645e-02]
 [  2.33406750e-02   2.04015744e-01  -1.44251528e-02   4.94757590e-02
    5.91941640e-02  -1.08942182e-02   2.67659657e-01   4.03038173e-02
    1.45145575e-01  -1.31131706e-02]
 [  1.69325595e-01   3.02044197e-01  -2.51510425e-02   1.37851260e-01
   -2.67586138e-02  -3.26599918e-02  -4.99100533e-01   1.04491653e-02
    1.30216189e-01   3.25403800e-01]
 [  4.44969554e-03  -2.51453109e-01  -1.89266792e-01  -2.05046306e-03
    2.01412247e-01   1.32818610e-01   1.16668632e-01   1.40675668e-02
    3.24743037e-03   9.91568332e-02]
 [ -1.32405856e-02   2.14017142e-01  -1.63615704e-01   3.99476822e-02
    9.93739659e-02  -1.68289667e-01  -2.13968355e-02  -1.11072207e-01
   -2.10688808e-01   5.65537028e-02]
 [ -3.53682722e-01  -2.38432535e-01  -2.81041581e-01   1.27442282e-01
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   -2.92541166e-02   3.93363608e-02]
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   -2.37372285e-02  -6.26905761e-02  -1.46183837e-01   1.21933325e-01
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 [ -1.62136602e-01  -3.47926965e-02  -3.09652834e-01  -3.56062395e-03
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 [ -3.94562619e-02   1.84044501e-01  -3.17189961e-02   7.76155412e-02
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   -1.04274059e-01  -8.89672906e-02]
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 [  1.11931713e-01  -2.30198801e-02  -1.69281404e-02   1.03191537e-01
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 [  1.09710808e-01   2.89818345e-02   4.73578384e-02   9.61582885e-02
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   -7.88204762e-02   9.25667499e-02   1.79544211e-01  -2.69660284e-01
   -5.49273658e-02  -1.41033362e-01]
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 [  1.53744857e-01  -1.15011875e-01  -1.37808961e-01   8.11066559e-04
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   -1.45997100e-01  -7.98022843e-02]
 [ -3.27669348e-01   2.16378275e-01   2.43910139e-02   6.31896463e-03
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 [ -1.03547324e-01   5.42445596e-03   1.19498051e-01   1.16115792e-01
   -7.21839367e-02  -1.08384992e-01   2.14644000e-01  -7.37042030e-02
    1.88082764e-01   2.55110338e-03]
 [  2.03601657e-02  -8.63609562e-02   2.15564720e-01  -2.22385730e-01
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[[ 0.12202809]
 [ 0.40086712]
 [ 0.18152807]
 [ 0.15594211]
 [-0.58046516]
 [-0.06060514]
 [-0.34331871]
 [-0.078578  ]
 [ 0.06291061]
 [ 0.30759097]]
Progress: 0.9% ... Training loss: 0.854 ... Validation loss: 1.222[[  5.93414885e-02   9.69394653e-02  -1.96477110e-01  -7.70956601e-04
   -4.26968498e-01   2.50126103e-02   5.37087478e-02   1.64103598e-01
   -1.66928499e-01   6.44075275e-02]
 [  2.32185171e-02   2.03534770e-01  -1.46427970e-02   4.92893333e-02
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 [  1.72611540e-01   3.12500648e-01  -1.99576889e-02   1.42334736e-01
   -4.24937568e-02  -3.44097770e-02  -5.07988614e-01   8.22799534e-03
    1.31980485e-01   3.33568752e-01]
 [  6.73086734e-04  -2.63057796e-01  -1.94881276e-01  -6.95347350e-03
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 [ -1.20271476e-02   2.17460482e-01  -1.61731160e-01   4.15275899e-02
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   -2.10028523e-01   5.95253693e-02]
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   -2.97121746e-02   3.69513216e-02]
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   -2.24864884e-02  -1.22364702e-01]
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   -1.04534689e-01  -9.02322626e-02]
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   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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   -1.26436090e-01  -4.74543466e-02]
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 [  9.08616290e-02   1.40804075e-01   1.11096587e-01   1.44653337e-01
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   -8.18752911e-02  -1.90198992e-01]
 [  1.09371910e-01   2.78533382e-02   4.68214908e-02   9.57043710e-02
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 [  1.23552774e-01  -5.87357805e-02   2.67302534e-02   4.13831492e-02
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   -2.57401954e-01  -2.03799626e-02]
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 [  1.97685968e-01  -1.20813539e-01  -1.76660551e-01   1.20954207e-01
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 [  3.16235205e-02   9.71463944e-02   2.40032491e-01   2.31044423e-01
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   -4.68033497e-02   1.47232152e-01]
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   -6.37540270e-02  -4.36084599e-02]
 [  1.53429094e-01  -1.16033265e-01  -1.38287245e-01   3.84937744e-04
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 [ -1.37444525e-01   1.56338390e-01   2.47126103e-01  -5.09336316e-02
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   -1.46014324e-01  -8.00001188e-02]
 [ -3.27494013e-01   2.16740662e-01   2.46335848e-02   6.49597690e-03
   -4.62288734e-02  -1.86491293e-01  -1.72840676e-01   2.32809269e-01
   -7.51786432e-02   1.36483944e-01]
 [  1.40685515e-01   1.28409272e-01  -2.44367418e-01  -1.07563195e-01
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   -1.66971464e-02  -1.96355529e-01]
 [  2.24832310e-01  -7.24500613e-02   7.20771929e-02  -3.49736892e-03
   -9.65876028e-02  -4.13575839e-02  -1.01321922e-01  -1.40078547e-01
    1.19499598e-01  -1.43319641e-01]
 [ -1.03734436e-01   4.85624716e-03   1.19202073e-01   1.15859746e-01
   -7.11750226e-02  -1.08283949e-01   2.15158872e-01  -7.35764560e-02
    1.87982335e-01   2.04376890e-03]
 [  2.06257230e-02  -8.55559447e-02   2.15940380e-01  -2.22032522e-01
    4.35218354e-02   1.11376988e-01  -4.40532310e-02  -1.09529387e-01
    3.21555293e-02   2.68921613e-01]]
[[ 0.11664514]
 [ 0.40563184]
 [ 0.17538219]
 [ 0.14591654]
 [-0.60161602]
 [-0.07842334]
 [-0.37195809]
 [-0.08763248]
 [ 0.05220156]
 [ 0.30391702]]
Progress: 0.9% ... Training loss: 0.831 ... Validation loss: 1.233[[  5.94971836e-02   9.70130459e-02  -1.96372468e-01  -6.76408339e-04
   -4.27195652e-01   2.49834173e-02   5.37267960e-02   1.64042426e-01
   -1.66889625e-01   6.45630643e-02]
 [  2.32126717e-02   2.03447235e-01  -1.46667991e-02   4.92661703e-02
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    1.45063152e-01  -1.35053031e-02]
 [  1.74355995e-01   3.18151103e-01  -1.72188453e-02   1.44633529e-01
   -5.18243867e-02  -3.56026415e-02  -5.12904390e-01   6.86586952e-03
    1.32791463e-01   3.38083519e-01]
 [ -5.30892222e-04  -2.67142009e-01  -1.96634444e-01  -8.50483207e-03
    2.24816652e-01   1.35521282e-01   1.30531722e-01   1.74724531e-02
    7.20722486e-04   8.67429772e-02]
 [ -1.17591022e-02   2.18277912e-01  -1.61319714e-01   4.18412697e-02
    9.25203466e-02  -1.69040240e-01  -2.53467423e-02  -1.12058748e-01
   -2.09879274e-01   5.99802838e-02]
 [ -3.55190866e-01  -2.43483661e-01  -2.83530753e-01   1.25293684e-01
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   -3.00260143e-02   3.51274415e-02]
 [ -2.58090190e-04  -8.45077261e-02   1.12641106e-02   1.14236415e-01
   -2.60138569e-01  -7.37743760e-02   1.12936191e-01  -1.83962122e-01
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 [  1.41777730e-01  -6.33961216e-02   4.80482748e-02  -3.34125852e-02
   -2.47057957e-02  -6.27975697e-02  -1.46271688e-01   1.21771140e-01
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 [ -1.62561387e-01  -3.60868350e-02  -3.10239336e-01  -4.10090136e-03
   -9.44479938e-02   7.60418571e-02  -2.76527824e-01  -1.88356687e-02
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 [  3.51150944e-02  -1.57053021e-01   7.28012570e-02   3.64073959e-04
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   -4.20395502e-02   1.51212586e-01]
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   -2.72821143e-02   3.64978650e-02   5.18285908e-02  -9.70249779e-02
   -2.26648580e-02  -1.23404500e-01]
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   -1.04589227e-01  -9.05523598e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.00464648e-01  -7.22181774e-02   1.30142209e-01   2.84048559e-01
   -1.95489046e-01  -9.00675301e-02  -1.83217705e-01  -2.57433951e-01
   -2.00208910e-01   3.62554497e-02]
 [  1.11069287e-01  -2.57859560e-02  -1.82530075e-02   1.02049637e-01
   -3.16372456e-03  -7.53327589e-02   9.12514159e-02   2.92503831e-03
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 [  6.52744705e-03  -1.00228758e-01  -2.27219872e-01   1.08510808e-01
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   -1.26460138e-01  -4.76084011e-02]
 [ -1.25644656e-01  -3.44815125e-02  -2.04144210e-01   1.53343338e-01
   -8.19461327e-02   1.34491868e-01  -3.74939747e-04  -2.51184918e-01
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 [ -8.39580546e-02  -6.26509026e-02   2.66599642e-01   8.68695604e-02
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 [  9.07797149e-02   1.40507537e-01   1.10954770e-01   1.44530056e-01
   -1.66113588e-01  -5.35997792e-02   1.07305603e-01   1.15242297e-01
   -1.33487396e-03   1.21776365e-02]
 [  3.04497918e-02  -5.91024967e-02  -2.72512102e-01  -1.55500555e-02
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 [  5.73189925e-02   6.36630333e-02  -1.16716261e-01   4.57905652e-02
   -1.44340376e-01   3.24993730e-01   1.98131319e-01   2.05458789e-01
   -1.67733890e-01  -3.66211322e-02]
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 [  9.43495577e-02   4.55819652e-02  -6.02546658e-02  -1.21458434e-01
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 [ -9.75183595e-02   2.42858049e-02  -1.42595888e-02   2.35304138e-02
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 [ -1.29616424e-01  -9.87262490e-03  -1.89786210e-01   1.62614081e-02
   -3.12160159e-01  -1.06530658e-02  -6.18115068e-02  -2.24239646e-02
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 [  7.47572914e-02   2.48570036e-01  -1.16350355e-02   1.25714932e-02
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   -8.20026147e-02  -1.90951140e-01]
 [  1.08927567e-01   2.62693853e-02   4.61341113e-02   9.51159199e-02
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    1.46495540e-01  -1.60983825e-01]
 [  1.23443760e-01  -5.91164622e-02   2.65547977e-02   4.12371200e-02
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   -2.57454300e-01  -2.06652762e-02]
 [ -2.81293647e-02  -1.69383098e-01   7.38824634e-02  -1.67530789e-02
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 [ -1.62480310e-01  -1.71202848e-03   1.29847118e-01   1.13134914e-01
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 [ -3.28782431e-02   2.02795441e-01   3.46459255e-01  -1.90280324e-02
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   -9.48875013e-02   2.38980660e-01]
 [ -3.90578532e-02   4.58700030e-02  -1.29984552e-01   1.73187314e-02
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 [  6.03177672e-02   7.81113837e-02   1.30612823e-01  -1.61851018e-01
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 [  1.98169766e-01  -1.19250400e-01  -1.75973458e-01   1.21542936e-01
   -2.81069870e-01  -1.72998724e-01   1.20875614e-02   2.02890759e-01
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 [  3.16988714e-02   9.74346791e-02   2.40144708e-01   2.31135513e-01
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   -1.51669479e-01  -3.14250948e-01]
 [  5.72616539e-02   4.08650881e-02  -9.84638871e-02  -7.77782670e-03
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 [ -9.89023054e-03  -8.24920557e-02  -7.00049282e-02  -6.54795489e-02
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    2.66339116e-02  -4.62460636e-03]
 [ -2.72230475e-03  -2.99122536e-02   2.27777319e-01   3.14583731e-02
   -8.40627607e-02  -1.10496180e-01   2.19009700e-01   4.32302702e-02
   -2.17030909e-01   6.34429287e-02]
 [  3.56161092e-02  -7.30769800e-02   9.03590490e-02  -4.32385420e-02
   -7.92049860e-02   9.25204241e-02   1.79377057e-01  -2.69725552e-01
   -5.48833899e-02  -1.40855370e-01]
 [ -3.44258942e-02   1.36430621e-02   7.44294102e-02  -6.38144325e-02
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   -4.67555481e-02   1.47503681e-01]
 [  2.30508695e-01   7.31116693e-02   3.46107714e-02   9.45828157e-02
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   -4.38704885e-02   8.27592822e-04]
 [ -5.28030475e-02  -2.81248133e-01  -3.83601991e-02  -8.85029690e-02
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 [ -1.98761196e-01   2.50795593e-02  -2.19072788e-02   9.96783151e-02
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   -9.95023924e-03   1.74067981e-01]
 [  1.70328438e-01   4.39424854e-02   1.87657004e-01   1.31550062e-02
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 [ -1.13989271e-01   1.02083166e-01   2.17630540e-01  -4.19679442e-02
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   -7.57792380e-02  -1.64777814e-02]
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   -2.85031661e-01  -1.06293400e-01]
 [ -1.66782250e-01   1.34090837e-01  -6.21297146e-02  -2.73656283e-01
   -6.68538013e-02   8.29658178e-02  -6.31082639e-02   9.76773918e-02
   -1.58081607e-01   1.17909997e-01]
 [  1.14049723e-01  -6.22754995e-02  -6.58667558e-02  -2.09576727e-02
   -1.19653212e-01  -4.55153200e-02  -1.54611944e-01   1.42070078e-01
   -6.38236990e-02  -4.40445242e-02]
 [  1.53196996e-01  -1.16738017e-01  -1.38626939e-01   8.49250224e-05
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 [ -1.37177841e-01   1.57097172e-01   2.47497276e-01  -5.06230120e-02
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   -1.45903909e-01  -7.93620746e-02]
 [ -3.27327644e-01   2.17039246e-01   2.48177752e-02   6.64614604e-03
   -4.67960269e-02  -1.86549754e-01  -1.73008798e-01   2.32726113e-01
   -7.51149805e-02   1.36656871e-01]
 [  1.40390683e-01   1.27369245e-01  -2.44840312e-01  -1.07973657e-01
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   -1.68462972e-02  -1.97182765e-01]
 [  2.24569896e-01  -7.33182029e-02   7.16879045e-02  -3.82554161e-03
   -9.52509661e-02  -4.11771878e-02  -1.00426699e-01  -1.39884222e-01
    1.19384133e-01  -1.44032121e-01]
 [ -1.03878819e-01   4.13693999e-03   1.18954812e-01   1.15629963e-01
   -7.01336981e-02  -1.08184757e-01   2.15629298e-01  -7.34615239e-02
    1.87908065e-01   1.60963707e-03]
 [  2.05787229e-02  -8.56121378e-02   2.15853048e-01  -2.22094159e-01
    4.38319687e-02   1.11413952e-01  -4.38744116e-02  -1.09488150e-01
    3.21290773e-02   2.68846077e-01]]
[[ 0.10798045]
 [ 0.40197773]
 [ 0.1666112 ]
 [ 0.13725954]
 [-0.61992513]
 [-0.09171077]
 [-0.39215078]
 [-0.0985051 ]
 [ 0.04286929]
 [ 0.29635438]]
Progress: 1.0% ... Training loss: 0.819 ... Validation loss: 1.254[[  5.93767771e-02   9.63693065e-02  -1.96564667e-01  -8.68160967e-04
   -4.25689667e-01   2.51074525e-02   5.45036740e-02   1.64175836e-01
   -1.66944028e-01   6.41099843e-02]
 [  2.31532158e-02   2.03223944e-01  -1.47634667e-02   4.91868804e-02
    6.02682976e-02  -1.07538934e-02   2.68243057e-01   4.04513099e-02
    1.45040655e-01  -1.36693569e-02]
 [  1.75920033e-01   3.23540144e-01  -1.46605092e-02   1.46754942e-01
   -6.05587160e-02  -3.70220382e-02  -5.18151612e-01   5.39112806e-03
    1.33427587e-01   3.42377369e-01]
 [ -2.40129589e-03  -2.73407671e-01  -1.99424692e-01  -1.08382595e-02
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    7.84639600e-07   8.19767135e-02]
 [ -1.11663989e-02   2.20003028e-01  -1.60361565e-01   4.26024325e-02
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   -2.09611952e-01   6.14858491e-02]
 [ -3.55978156e-01  -2.46444089e-01  -2.84855635e-01   1.24181081e-01
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   -3.03601411e-02   3.28011154e-02]
 [ -3.70845091e-04  -8.49820879e-02   1.11176050e-02   1.14064441e-01
   -2.59078551e-01  -7.36577504e-02   1.13381320e-01  -1.83865303e-01
    1.87604658e-01   6.77520673e-02]
 [  1.41297288e-01  -6.53546607e-02   4.72969096e-02  -3.40475239e-02
   -2.17070882e-02  -6.23971709e-02  -1.44341630e-01   1.22235699e-01
    8.38273441e-02   5.07233037e-02]
 [ -1.62376961e-01  -3.53648374e-02  -3.09951319e-01  -3.85309046e-03
   -9.53280172e-02   7.58836027e-02  -2.77117464e-01  -1.90113395e-02
    2.77577210e-01  -1.07143635e-01]
 [  3.49214977e-02  -1.58058145e-01   7.24274335e-02   2.15476088e-05
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   -4.21356442e-02   1.50444347e-01]
 [ -7.97142188e-02   1.37736805e-01  -3.98565045e-03  -1.61347132e-01
   -2.25177290e-02   3.72190352e-02   5.47369135e-02  -9.62601534e-02
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[[ 0.09031959]
 [ 0.38833943]
 [ 0.14390345]
 [ 0.11517242]
 [-0.65092011]
 [-0.11976966]
 [-0.42671783]
 [-0.11966802]
 [ 0.02130391]
 [ 0.2768882 ]]
Progress: 1.1% ... Training loss: 0.818 ... Validation loss: 1.320[[  6.02591865e-02   9.98981825e-02  -1.95107273e-01   2.92996461e-04
   -4.31774304e-01   2.39277178e-02   5.06503810e-02   1.62971705e-01
   -1.66726824e-01   6.66970756e-02]
 [  2.33254751e-02   2.03895675e-01  -1.44817784e-02   4.94186834e-02
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    1.45083707e-01  -1.31318864e-02]
 [  1.78012545e-01   3.31733324e-01  -1.12251742e-02   1.49525016e-01
   -7.53579774e-02  -3.97996417e-02  -5.27364331e-01   2.55399238e-03
    1.33936923e-01   3.48598045e-01]
 [ -3.39552549e-03  -2.77331236e-01  -2.01026106e-01  -1.21554979e-02
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   -2.48629462e-04   7.88739189e-02]
 [ -9.96224932e-03   2.24080682e-01  -1.58521891e-01   4.40876118e-02
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   -3.04789724e-02   3.12852660e-02]
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   -1.04675534e-01  -9.12390266e-02]
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   -8.21491851e-02  -1.92245123e-01]
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   -2.57583705e-01  -2.17859377e-02]
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   -9.50081734e-02   2.37815999e-01]
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 [  3.18046480e-02   9.78424228e-02   2.40305910e-01   2.31271375e-01
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   -2.16998881e-01   6.37524423e-02]
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   -7.97288896e-02   9.23888555e-02   1.78983686e-01  -2.69856614e-01
   -5.48834492e-02  -1.40622416e-01]
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   -4.66838333e-02   1.47967135e-01]
 [  2.30820386e-01   7.43560914e-02   3.51090724e-02   9.49981275e-02
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   -4.37565590e-02   1.62468547e-03]
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   -9.59133345e-03   1.77268021e-01]
 [  1.70604225e-01   4.51373588e-02   1.88102007e-01   1.35169461e-02
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   -7.57594166e-02  -1.62531638e-02]
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   -2.85043004e-01  -1.06260390e-01]
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   -1.58156317e-01   1.17352002e-01]
 [  1.13713179e-01  -6.35561408e-02  -6.64162444e-02  -2.14045116e-02
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   -6.39219643e-02  -4.49937252e-02]
 [  1.53022568e-01  -1.17381145e-01  -1.38869660e-01  -1.71793381e-04
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 [ -1.37548171e-01   1.55600597e-01   2.46856117e-01  -5.11402217e-02
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   -1.46075786e-01  -8.03818348e-02]
 [ -3.27344657e-01   2.16743609e-01   2.47697279e-02   6.58515323e-03
   -4.64145820e-02  -1.86513149e-01  -1.72693623e-01   2.32799640e-01
   -7.51244946e-02   1.36421306e-01]
 [  1.40108774e-01   1.26203523e-01  -2.45272516e-01  -1.08350983e-01
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   -1.69574206e-02  -1.98004937e-01]
 [  2.24757949e-01  -7.24489180e-02   7.19898295e-02  -3.60589280e-03
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 [ -1.04061631e-01   3.42212670e-03   1.18646301e-01   1.15359838e-01
   -6.86824078e-02  -1.07978645e-01   2.16354284e-01  -7.32521428e-02
    1.87829703e-01   1.00438055e-03]
 [  2.06220854e-02  -8.54637200e-02   2.15918564e-01  -2.22051501e-01
    4.36495884e-02   1.11293517e-01  -4.40357921e-02  -1.09593119e-01
    3.21093607e-02   2.68917231e-01]]
[[ 0.10644512]
 [ 0.41012032]
 [ 0.15429921]
 [ 0.12667041]
 [-0.65034813]
 [-0.11400315]
 [-0.43141924]
 [-0.10888519]
 [ 0.03245248]
 [ 0.29472074]]
Progress: 1.1% ... Training loss: 0.803 ... Validation loss: 1.279[[  6.08976629e-02   1.02448107e-01  -1.94134207e-01   1.05947238e-03
   -4.35518692e-01   2.32306172e-02   4.84514819e-02   1.62301321e-01
   -1.66531459e-01   6.84408181e-02]
 [  2.32414100e-02   2.03567908e-01  -1.46108662e-02   4.93122601e-02
    5.95148872e-02  -1.08833233e-02   2.67761434e-01   4.02992942e-02
    1.45056446e-01  -1.33697960e-02]
 [  1.79334918e-01   3.36550092e-01  -9.25329016e-03   1.51147006e-01
   -8.31907456e-02  -4.12395666e-02  -5.31914889e-01   1.15547658e-03
    1.34351814e-01   3.52281145e-01]
 [ -4.73615100e-03  -2.81924804e-01  -2.02893165e-01  -1.37731474e-02
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   -6.43831984e-04   7.54457355e-02]
 [ -1.04674908e-02   2.22412563e-01  -1.59024880e-01   4.35299290e-02
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   -2.09441128e-01   6.35898846e-02]
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   -3.05624778e-02   3.05335791e-02]
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   -2.51747272e-02  -6.31103017e-02  -1.46333715e-01   1.21498623e-01
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 [  3.53674572e-02  -1.56159587e-01   7.31871295e-02   5.53869327e-04
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   -4.20239319e-02   1.51580081e-01]
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   -2.29285770e-02  -1.24939346e-01]
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   -1.04802850e-01  -9.24111630e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.01059187e-01  -7.44194560e-02   1.29138165e-01   2.83202405e-01
   -1.91474454e-01  -8.94138125e-02  -1.80758072e-01  -2.56782418e-01
   -2.00428554e-01   3.44798158e-02]
 [  1.10714581e-01  -2.71405347e-02  -1.88660044e-02   1.01550314e-01
   -7.81683068e-04  -7.49506082e-02   9.25709979e-02   3.33227189e-03
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 [  6.15275537e-03  -1.01648187e-01  -2.27777802e-01   1.08014861e-01
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   -1.26565320e-01  -4.86941374e-02]
 [ -1.26047700e-01  -3.59830989e-02  -2.04752724e-01   1.52833309e-01
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 [ -8.33439743e-02  -5.99682903e-02   2.67547001e-01   8.75961614e-02
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 [  9.05585040e-02   1.39297678e-01   1.10640934e-01   1.44251402e-01
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   -1.38465290e-03   1.14940502e-02]
 [  3.02273183e-02  -6.00986399e-02  -2.72838464e-01  -1.58210132e-02
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 [  5.72518863e-02   6.31491530e-02  -1.16793240e-01   4.56767070e-02
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 [ -9.74308063e-02   2.46793035e-02  -1.41327944e-02   2.36430083e-02
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 [ -1.29933039e-01  -1.12419185e-02  -1.90258815e-01   1.58322862e-02
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 [  7.41727652e-02   2.46235595e-01  -1.25566064e-02   1.18052736e-02
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   -8.21953753e-02  -1.92665574e-01]
 [  1.08049297e-01   2.28602664e-02   4.47412322e-02   9.39727278e-02
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 [  1.22819589e-01  -6.16487007e-02   2.55758114e-02   4.04281218e-02
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   -2.57657481e-01  -2.24286682e-02]
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   -9.51148585e-02   2.36912302e-01]
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 [  1.98662276e-01  -1.17303632e-01  -1.75239989e-01   1.22150444e-01
   -2.84064994e-01  -1.73567838e-01   9.99818545e-03   2.02337592e-01
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 [  3.19506519e-02   9.83843446e-02   2.40525214e-01   2.31449033e-01
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   -1.51574269e-01  -3.13588122e-01]
 [  5.71071369e-02   4.02384954e-02  -9.86970608e-02  -7.97238327e-03
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 [ -9.96877706e-03  -8.28322098e-02  -7.01065313e-02  -6.55857813e-02
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 [ -2.64548035e-03  -2.96153975e-02   2.27909902e-01   3.15630325e-02
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   -2.17007132e-01   6.36971901e-02]
 [  3.57224049e-02  -7.27109524e-02   9.05058839e-02  -4.31152601e-02
   -7.99313563e-02   9.23504838e-02   1.78837478e-01  -2.69890243e-01
   -5.48735762e-02  -1.40520749e-01]
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   -4.66695669e-02   1.48089278e-01]
 [  2.30872843e-01   7.45738801e-02   3.51918881e-02   9.50672936e-02
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   -4.37395469e-02   1.76967596e-03]
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   -9.49542548e-03   1.78108159e-01]
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   -7.57533732e-02  -1.62150139e-02]
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   -2.85034173e-01  -1.06184549e-01]
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   -1.58167649e-01   1.17251368e-01]
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   -1.16869088e-01  -4.50209867e-02  -1.52800696e-01   1.42559561e-01
   -6.39473152e-02  -4.52251158e-02]
 [  1.53373350e-01  -1.16014705e-01  -1.38339735e-01   2.43041668e-04
    1.29957571e-01  -6.03940574e-02  -7.07239025e-02  -1.45219861e-01
    1.32872206e-01  -9.01235877e-02]
 [ -1.37793906e-01   1.54601711e-01   2.46501407e-01  -5.14437844e-02
    2.25526511e-01   1.07174159e-01  -3.44831890e-03  -2.94765184e-01
   -1.46151100e-01  -8.10206194e-02]
 [ -3.27364659e-01   2.16648038e-01   2.47242640e-02   6.54654342e-03
   -4.61459192e-02  -1.86472434e-01  -1.72396347e-01   2.32827599e-01
   -7.51312122e-02   1.36336053e-01]
 [  1.40096651e-01   1.26259430e-01  -2.45254480e-01  -1.08374511e-01
    9.97634170e-02  -2.81077591e-01  -3.90825630e-03  -1.65242869e-01
   -1.69610765e-02  -1.98067351e-01]
 [  2.24553908e-01  -7.32436360e-02   7.16914583e-02  -3.85937461e-03
   -9.50687056e-02  -4.12376510e-02  -1.00393393e-01  -1.39971014e-01
    1.19347004e-01  -1.43963249e-01]
 [ -1.03886621e-01   4.08738146e-03   1.18907725e-01   1.15573351e-01
   -6.96806686e-02  -1.08179249e-01   2.15699102e-01  -7.34400543e-02
    1.87880713e-01   1.47363733e-03]
 [  2.04110952e-02  -8.61881371e-02   2.15641891e-01  -2.22294504e-01
    4.49267175e-02   1.11519916e-01  -4.31370517e-02  -1.09377993e-01
    3.20484921e-02   2.68362733e-01]]
[[ 0.10644912]
 [ 0.41225505]
 [ 0.15317371]
 [ 0.12542479]
 [-0.661526  ]
 [-0.11914311]
 [-0.44385697]
 [-0.1090395 ]
 [ 0.03416856]
 [ 0.2932829 ]]
Progress: 1.1% ... Training loss: 0.799 ... Validation loss: 1.283[[  6.16261505e-02   1.05219077e-01  -1.93032187e-01   1.96082552e-03
   -4.39557651e-01   2.23940176e-02   4.57981847e-02   1.61516283e-01
   -1.66284825e-01   7.04526325e-02]
 [  2.31898690e-02   2.03372165e-01  -1.46897080e-02   4.92465940e-02
    5.98437694e-02  -1.08216028e-02   2.67971071e-01   4.03553902e-02
    1.45039119e-01  -1.35196434e-02]
 [  1.81075837e-01   3.43083352e-01  -6.57263021e-03   1.53314601e-01
   -9.35578467e-02  -4.32780746e-02  -5.38601068e-01  -7.37155390e-04
    1.34943944e-01   3.57035711e-01]
 [ -5.99363879e-03  -2.86765374e-01  -2.04817484e-01  -1.53051742e-02
    2.56214992e-01   1.41265984e-01   1.50479395e-01   2.32893417e-02
   -1.06394892e-03   7.20512886e-02]
 [ -1.04277849e-02   2.22468845e-01  -1.58840749e-01   4.36262668e-02
    8.32724714e-02  -1.70615252e-01  -3.10216113e-02  -1.13825993e-01
   -2.09410080e-01   6.37110833e-02]
 [ -3.56801429e-01  -2.49748772e-01  -2.86258060e-01   1.23016663e-01
    1.60026454e-01   6.44554768e-02  -2.72555569e-02  -3.52938162e-02
   -3.06006716e-02   3.01642307e-02]
 [ -3.58908769e-04  -8.48857138e-02   1.11745189e-02   1.14082558e-01
   -2.59143716e-01  -7.36594366e-02   1.13598588e-01  -1.83944866e-01
    1.87604103e-01   6.76939883e-02]
 [  1.42147768e-01  -6.20516100e-02   4.87219507e-02  -3.29411515e-02
   -2.69512120e-02  -6.34792375e-02  -1.47457288e-01   1.21143442e-01
    8.40770754e-02   5.31891175e-02]
 [ -1.62029333e-01  -3.39983775e-02  -3.09407083e-01  -3.43543783e-03
   -9.74090173e-02   7.54759199e-02  -2.78102699e-01  -1.94146850e-02
    2.77655313e-01  -1.06164064e-01]
 [  3.58825858e-02  -1.54036545e-01   7.39549127e-02   1.17179861e-03
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   -4.18532806e-02   1.52919744e-01]
 [ -7.97912068e-02   1.37238258e-01  -4.16572092e-03  -1.61494099e-01
   -2.15629712e-02   3.73523909e-02   5.51144646e-02  -9.61664065e-02
   -2.30431049e-02  -1.25927026e-01]
 [ -4.07637200e-02   1.79285839e-01  -3.36091495e-02   7.59267570e-02
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   -1.04812883e-01  -9.25141252e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.01200198e-01  -7.49377894e-02   1.28909531e-01   2.83015887e-01
   -1.90484472e-01  -8.92407036e-02  -1.80125697e-01  -2.56624193e-01
   -2.00477373e-01   3.40561405e-02]
 [  1.10477905e-01  -2.80042885e-02  -1.92208859e-02   1.01254480e-01
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    1.59745473e-02   1.56942509e-02]
 [  6.33530054e-03  -1.00987486e-01  -2.27543762e-01   1.08226225e-01
    4.41621399e-02   1.13723296e-01  -1.53476098e-02  -1.50438997e-02
   -1.26505471e-01  -4.82173739e-02]
 [ -1.26248474e-01  -3.67319109e-02  -2.05045855e-01   1.52593084e-01
   -7.83687697e-02   1.35134273e-01   1.98414289e-03  -2.50592130e-01
    6.04556948e-02  -2.00899851e-01]
 [ -8.31767602e-02  -5.93276725e-02   2.67778901e-01   8.77893759e-02
    1.31540182e-01  -5.15710942e-02  -1.17550034e-01   1.26145598e-01
    6.03714519e-02   2.05207029e-02]
 [  9.05978162e-02   1.39364053e-01   1.10709414e-01   1.44307977e-01
   -1.64517899e-01  -5.32913546e-02   1.08314352e-01   1.15482151e-01
   -1.36460783e-03   1.16021921e-02]
 [  3.00137101e-02  -6.08890313e-02  -2.73138566e-01  -1.60706809e-02
    1.10214247e-01  -1.13408413e-01   8.07207026e-02   1.59169438e-01
    1.25546467e-01   1.63877900e-02]
 [  5.75123335e-02   6.41734412e-02  -1.16400680e-01   4.60025769e-02
   -1.45072728e-01   3.24668278e-01   1.97486736e-01   2.05200475e-01
   -1.67704002e-01  -3.62307979e-02]
 [ -8.66587374e-03  -5.95838918e-02   1.06546831e-01   8.98090452e-02
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    1.97056801e-01   6.47606179e-02]
 [  9.47569405e-02   4.70988985e-02  -5.96357588e-02  -1.20929802e-01
   -6.42144270e-02  -3.18068954e-01   1.36290696e-01   1.26001073e-02
    1.32372209e-01   6.85554953e-02]
 [ -9.74632690e-02   2.45736130e-02  -1.41825424e-02   2.36009276e-02
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    1.49226418e-02   1.31830308e-01]
 [ -1.30034652e-01  -1.16219771e-02  -1.90439735e-01   1.56988377e-02
   -3.09073491e-01  -1.00898874e-02  -5.98120051e-02  -2.18863442e-02
    1.90110279e-02   8.64529054e-02]
 [  7.38804232e-02   2.45145570e-01  -1.29799036e-02   1.14566385e-02
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   -8.22895755e-02  -1.93473068e-01]
 [  1.07584521e-01   2.10799451e-02   4.40504451e-02   9.34081344e-02
    6.93360815e-02   1.34294293e-02   8.51803451e-02   7.84093305e-02
    1.46049979e-01  -1.64796182e-01]
 [  1.22654889e-01  -6.22429614e-02   2.53280384e-02   4.02242729e-02
    1.42630759e-01  -5.70211256e-02   8.58132303e-02   3.43413872e-02
   -2.57713459e-01  -2.28920961e-02]
 [ -2.91529980e-02  -1.73212785e-01   7.23402988e-02  -1.80435617e-02
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    6.31674628e-02   2.98235856e-01]
 [ -1.63436144e-01  -5.22544667e-03   1.28385554e-01   1.11927373e-01
    3.67348359e-01   5.63712109e-02  -6.89553833e-03   3.38457660e-02
    2.37013953e-02   6.66592724e-02]
 [ -3.37867509e-02   1.99258233e-01   3.45123090e-01  -2.01455238e-02
   -1.15206072e-01  -1.56154587e-01   1.46955497e-01  -1.40646796e-03
   -9.51610412e-02   2.36527428e-01]
 [ -3.99255464e-02   4.25344472e-02  -1.31310693e-01   1.61919661e-02
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    7.41550466e-02   2.14389577e-02]
 [  6.07742930e-02   7.98786031e-02   1.31290037e-01  -1.61301847e-01
    1.88349471e-01   9.35644429e-02   3.28962397e-02   2.94182246e-01
    2.52657599e-02   7.68543454e-02]
 [  1.99058279e-01  -1.15848139e-01  -1.74696879e-01   1.22642632e-01
   -2.86515636e-01  -1.74019825e-01   8.37552119e-03   2.01913777e-01
    2.45629246e-01  -3.02181051e-01]
 [  3.20115478e-02   9.85996227e-02   2.40613351e-01   2.31520213e-01
    2.50225820e-02  -1.78068093e-01  -1.13489660e-01  -1.26984800e-01
   -1.51554184e-01  -3.13419841e-01]
 [  5.70316278e-02   3.99394571e-02  -9.88143773e-02  -8.06710089e-03
    9.74418794e-02   2.08754531e-02  -1.00703154e-01  -1.85944775e-01
    6.89484484e-02   2.60027272e-01]
 [ -9.95455248e-03  -8.27743649e-02  -7.00801129e-02  -6.55657448e-02
    3.69379396e-02  -1.67523322e-01   1.21047300e-01   9.95885143e-03
    2.66095347e-02  -4.83494642e-03]
 [ -2.60755207e-03  -2.94719713e-02   2.27964798e-01   3.16080435e-02
   -8.46741910e-02  -1.10618515e-01   2.18484850e-01   4.30938935e-02
   -2.16994773e-01   6.37879782e-02]
 [  3.59280008e-02  -7.19001927e-02   9.08257252e-02  -4.28575663e-02
   -8.10396995e-02   9.21105487e-02   1.77984207e-01  -2.70111751e-01
   -5.48016632e-02  -1.39932885e-01]
 [ -3.40772967e-02   1.48291811e-02   7.49670753e-02  -6.33801973e-02
    7.18554550e-02   1.94331051e-01   1.68028414e-01   1.17757587e-01
   -4.66321468e-02   1.48348178e-01]
 [  2.30795945e-01   7.42660395e-02   3.50761764e-02   9.49687475e-02
    2.49301306e-03  -2.77496482e-02  -1.75420050e-01   1.46918071e-01
   -4.37645916e-02   1.54402981e-03]
 [ -5.20504530e-02  -2.78299578e-01  -3.72118795e-02  -8.75460874e-02
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    2.92453899e-02   5.15720798e-02]
 [ -1.97818100e-01   2.86231690e-02  -2.04773385e-02   1.00819386e-01
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 [ -3.15844606e-02   2.73923054e-02  -6.64428033e-02   1.39448105e-01
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   -9.33689091e-03   1.79405904e-01]
 [  1.70892706e-01   4.62148277e-02   1.88526125e-01   1.38578309e-02
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    1.45003922e-01  -8.01985877e-02]
 [ -1.13813750e-01   1.02638772e-01   2.17891937e-01  -4.17661037e-02
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   -7.57286396e-02  -1.60277695e-02]
 [ -1.04093641e-01  -2.60362089e-02   2.12887672e-02   7.97388309e-02
   -8.11239337e-03   1.22446170e-01   2.79751356e-01   2.11861714e-02
   -2.85039089e-01  -1.06226453e-01]
 [ -1.67043893e-01   1.32992227e-01  -6.25852019e-02  -2.74029903e-01
   -6.49944121e-02   8.32642126e-02  -6.19802467e-02   9.79768313e-02
   -1.58187257e-01   1.17071386e-01]
 [  1.13419638e-01  -6.46339654e-02  -6.68435686e-02  -2.17693807e-02
   -1.15520639e-01  -4.47744961e-02  -1.51930550e-01   1.42784748e-01
   -6.40159746e-02  -4.58252506e-02]
 [  1.53549922e-01  -1.15320563e-01  -1.38055691e-01   4.76204758e-04
    1.28985300e-01  -6.06058371e-02  -7.13857691e-02  -1.45418516e-01
    1.32934758e-01  -8.96193279e-02]
 [ -1.38125059e-01   1.53478113e-01   2.46014203e-01  -5.18447742e-02
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   -1.46257123e-01  -8.19309170e-02]
 [ -3.27579789e-01   2.15735286e-01   2.43941441e-02   6.26579535e-03
   -4.46962687e-02  -1.86205025e-01  -1.71437486e-01   2.33070397e-01
   -7.52073377e-02   1.35744102e-01]
 [  1.40310876e-01   1.27100134e-01  -2.44972740e-01  -1.08111340e-01
    9.86331406e-02  -2.81332294e-01  -4.72222407e-03  -1.65476028e-01
   -1.68905202e-02  -1.97487741e-01]
 [  2.24518593e-01  -7.33624015e-02   7.16364051e-02  -3.90467837e-03
   -9.48483837e-02  -4.12060406e-02  -1.00207191e-01  -1.39954256e-01
    1.19339884e-01  -1.44067380e-01]
 [ -1.03655399e-01   4.87736028e-03   1.19223915e-01   1.15832919e-01
   -7.09587578e-02  -1.08411956e-01   2.15000377e-01  -7.36727750e-02
    1.87947799e-01   2.05879044e-03]
 [  2.05235612e-02  -8.57438127e-02   2.15792359e-01  -2.22163442e-01
    4.43959050e-02   1.11391717e-01  -4.35318868e-02  -1.09490837e-01
    3.20836574e-02   2.68549112e-01]]
[[ 0.11579901]
 [ 0.42128057]
 [ 0.15684234]
 [ 0.13096798]
 [-0.66743905]
 [-0.11836759]
 [-0.4517774 ]
 [-0.1031762 ]
 [ 0.04029954]
 [ 0.3024664 ]]
Progress: 1.2% ... Training loss: 0.791 ... Validation loss: 1.265[[  6.14766281e-02   1.04601260e-01  -1.93244137e-01   1.77329754e-03
   -4.38222119e-01   2.25632509e-02   4.67868089e-02   1.61651587e-01
   -1.66329131e-01   6.98549371e-02]
 [  2.31800548e-02   2.03369432e-01  -1.47010680e-02   4.92354371e-02
    5.98752209e-02  -1.08112717e-02   2.68008144e-01   4.03638825e-02
    1.45035748e-01  -1.35429746e-02]
 [  1.82450674e-01   3.47852007e-01  -4.61955592e-03   1.55013596e-01
   -1.01626574e-01  -4.47299592e-02  -5.43283198e-01  -2.06686609e-03
    1.35442773e-01   3.60446181e-01]
 [ -7.63134850e-03  -2.92237425e-01  -2.07011846e-01  -1.72392861e-02
    2.65285967e-01   1.42994717e-01   1.56366607e-01   2.48022801e-02
   -1.65737689e-03   6.80399543e-02]
 [ -1.04052291e-02   2.22229159e-01  -1.58667890e-01   4.36737210e-02
    8.27422764e-02  -1.70657139e-01  -3.06131734e-02  -1.13901701e-01
   -2.09372615e-01   6.34997856e-02]
 [ -3.57420529e-01  -2.52098728e-01  -2.87171417e-01   1.22214293e-01
    1.64050341e-01   6.51503920e-02  -2.47194273e-02  -3.46727203e-02
   -3.08253556e-02   2.83740147e-02]
 [ -6.13545037e-04  -8.56593954e-02   1.08187366e-02   1.13789272e-01
   -2.57375734e-01  -7.33874837e-02   1.14571982e-01  -1.83735946e-01
    1.87517310e-01   6.69731626e-02]
 [  1.42093248e-01  -6.23415339e-02   4.86421196e-02  -3.30029144e-02
   -2.66531641e-02  -6.34062387e-02  -1.46810685e-01   1.21174083e-01
    8.40597886e-02   5.28811386e-02]
 [ -1.61995318e-01  -3.37535220e-02  -3.09352821e-01  -3.38475696e-03
   -9.76264513e-02   7.54269123e-02  -2.78292920e-01  -1.94503436e-02
    2.77674668e-01  -1.06054378e-01]
 [  3.58399487e-02  -1.54152143e-01   7.38100346e-02   1.08304876e-03
    2.49514812e-02  -8.06057447e-02  -8.03155686e-02  -8.70415721e-02
   -4.18627256e-02   1.52490384e-01]
 [ -8.02997659e-02   1.35424935e-01  -4.86916044e-03  -1.62104156e-01
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   -2.32240567e-02  -1.27305347e-01]
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[[ 0.10453942]
 [ 0.4112696 ]
 [ 0.14378717]
 [ 0.11256068]
 [-0.68825259]
 [-0.13649368]
 [-0.47717872]
 [-0.11794095]
 [ 0.0274025 ]
 [ 0.2905021 ]]
Progress: 1.2% ... Training loss: 0.795 ... Validation loss: 1.316[[  6.20708038e-02   1.06440857e-01  -1.92396338e-01   2.40514566e-03
   -4.41223910e-01   2.18184072e-02   4.43494534e-02   1.60998707e-01
   -1.66164052e-01   7.13630480e-02]
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    1.45034804e-01  -1.35512056e-02]
 [  1.84012853e-01   3.53317847e-01  -2.47753256e-03   1.56718854e-01
   -1.11114835e-01  -4.67730758e-02  -5.49656006e-01  -3.82895443e-03
    1.35851068e-01   3.64707553e-01]
 [ -9.34722583e-03  -2.98372448e-01  -2.09337966e-01  -1.90930930e-02
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   -2.11677619e-03   6.33417554e-02]
 [ -9.96945284e-03   2.22996137e-01  -1.58059492e-01   4.40226096e-02
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   -1.04997307e-01  -9.41085184e-02]
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   -8.24343102e-02  -1.94761570e-01]
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   -2.57832318e-01  -2.39641869e-02]
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   -2.16978135e-01   6.39039869e-02]
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   -5.47682147e-02  -1.39550186e-01]
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   -1.46304032e-01  -8.22847042e-02]
 [ -3.27880164e-01   2.14397414e-01   2.39163141e-02   5.84400368e-03
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   -7.53242520e-02   1.34766286e-01]
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 [ -1.03855421e-01   4.14113551e-03   1.18946672e-01   1.15581119e-01
   -6.94307025e-02  -1.08184431e-01   2.15664612e-01  -7.34888815e-02
    1.87876178e-01   1.52813174e-03]
 [  2.07828847e-02  -8.48326609e-02   2.16101627e-01  -2.21838821e-01
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[[ 0.10984141]
 [ 0.42077164]
 [ 0.14839678]
 [ 0.11647156]
 [-0.69635573]
 [-0.13869682]
 [-0.4870114 ]
 [-0.11703346]
 [ 0.03129179]
 [ 0.29567931]]
Progress: 1.3% ... Training loss: 0.787 ... Validation loss: 1.305[[  6.32266217e-02   1.10099839e-01  -1.90884147e-01   3.59035342e-03
   -4.46698653e-01   2.04236163e-02   4.03715101e-02   1.59776356e-01
   -1.65839197e-01   7.41236675e-02]
 [  2.31231050e-02   2.03008418e-01  -1.47620363e-02   4.91664269e-02
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    1.45021741e-01  -1.36851747e-02]
 [  1.86506069e-01   3.61824427e-01   9.68233041e-04   1.59445442e-01
   -1.25538748e-01  -4.99557898e-02  -5.59019213e-01  -6.56019256e-03
    1.36567449e-01   3.71233736e-01]
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   -2.54587410e-03   5.94275252e-02]
 [ -1.01672077e-02   2.21416055e-01  -1.58214533e-01   4.38115800e-02
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   -2.09303524e-01   6.39909384e-02]
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   -3.10153926e-02   2.63443790e-02]
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   -4.16301838e-02   1.54373600e-01]
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   -1.05025198e-01  -9.44408108e-02]
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   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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   -2.00654578e-01   3.24403871e-02]
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 [  6.06311724e-03  -1.01918624e-01  -2.27924456e-01   1.07894575e-01
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   -1.26591137e-01  -4.89884274e-02]
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 [  9.09889648e-02   1.40390572e-01   1.11213548e-01   1.44733127e-01
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   -1.24243974e-03   1.26033525e-02]
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 [  1.06782111e-01   1.81728132e-02   4.29327263e-02   9.24953290e-02
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 [  1.21900045e-01  -6.50777389e-02   2.42816568e-02   3.93798267e-02
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   -2.16921087e-01   6.44794437e-02]
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   -6.41912484e-02  -4.73530575e-02]
 [  1.54334563e-01  -1.12204559e-01  -1.36929513e-01   1.32491391e-03
    1.24218392e-01  -6.16047958e-02  -7.44544302e-02  -1.46312711e-01
    1.33148983e-01  -8.75665069e-02]
 [ -1.38069023e-01   1.53150836e-01   2.46103915e-01  -5.18276099e-02
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   -1.46254067e-01  -8.19098938e-02]
 [ -3.27483319e-01   2.15714840e-01   2.44290162e-02   6.22449245e-03
   -4.41923420e-02  -1.86304629e-01  -1.71163142e-01   2.33030076e-01
   -7.52190265e-02   1.35671763e-01]
 [  1.39748575e-01   1.25178500e-01  -2.45675253e-01  -1.08725218e-01
    1.02334573e-01  -2.80613781e-01  -2.40322254e-03  -1.64858375e-01
   -1.70410842e-02  -1.98988579e-01]
 [  2.23825110e-01  -7.59778978e-02   7.06420440e-02  -4.73774002e-03
   -9.04720505e-02  -4.04033890e-02  -9.74398141e-02  -1.39285778e-01
    1.19101686e-01  -1.45976228e-01]
 [ -1.03850126e-01   4.10400771e-03   1.18910706e-01   1.15567209e-01
   -6.91874550e-02  -1.08175310e-01   2.15708774e-01  -7.34782439e-02
    1.87870824e-01   1.50780782e-03]
 [  2.08618913e-02  -8.45030161e-02   2.16180687e-01  -2.21755030e-01
    4.33405039e-02   1.11063992e-01  -4.45044989e-02  -1.09778855e-01
    3.22144729e-02   2.69109468e-01]]
[[ 0.12730505]
 [ 0.44373308]
 [ 0.16416263]
 [ 0.13309029]
 [-0.70031262]
 [-0.13164252]
 [-0.49009573]
 [-0.10259095]
 [ 0.04755361]
 [ 0.31521124]]
Progress: 1.4% ... Training loss: 0.771 ... Validation loss: 1.254[[  6.45435487e-02   1.14399108e-01  -1.89220514e-01   4.87823627e-03
   -4.51704935e-01   1.91783883e-02   3.60330478e-02   1.58746582e-01
   -1.65361597e-01   7.69139524e-02]
 [  2.29822568e-02   2.02556727e-01  -1.49318352e-02   4.90266960e-02
    6.10171400e-02  -1.06046367e-02   2.68794779e-01   4.05460075e-02
    1.44973240e-01  -1.40057747e-02]
 [  1.89411044e-01   3.71046592e-01   4.85006530e-03   1.62583126e-01
   -1.40138014e-01  -5.29874522e-02  -5.69185875e-01  -9.05905096e-03
    1.37683384e-01   3.78161221e-01]
 [ -1.32565722e-02  -3.10988592e-01  -2.14405859e-01  -2.32520653e-02
    2.95256211e-01   1.49573064e-01   1.77889508e-01   3.04236367e-02
   -3.46783345e-03   5.36154254e-02]
 [ -9.33322507e-03   2.23950262e-01  -1.57127687e-01   4.46902896e-02
    7.70632095e-02  -1.71643189e-01  -3.36826787e-02  -1.14796416e-01
   -2.08968720e-01   6.59596960e-02]
 [ -3.58736779e-01  -2.56731736e-01  -2.89023281e-01   1.20638014e-01
    1.72908467e-01   6.68407657e-02  -1.93749739e-02  -3.32703067e-02
   -3.12733923e-02   2.45738593e-02]
 [  6.95121296e-04  -8.11494248e-02   1.25212430e-02   1.15121883e-01
   -2.63275274e-01  -7.48732199e-02   1.09420483e-01  -1.85023662e-01
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 [  1.43108858e-01  -5.94022307e-02   5.00336214e-02  -3.19453598e-02
   -3.13648696e-02  -6.45950280e-02  -1.49680608e-01   1.20140299e-01
    8.43717009e-02   5.51418444e-02]
 [ -1.61911592e-01  -3.36165532e-02  -3.09236850e-01  -3.33060084e-03
   -9.72398502e-02   7.54518863e-02  -2.78099709e-01  -1.94371160e-02
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 [  3.82107599e-02  -1.46485637e-01   7.68279243e-02   3.41549329e-03
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   -4.10738301e-02   1.57575218e-01]
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   -1.44518642e-02   3.86077713e-02   5.93400173e-02  -9.51819240e-02
   -2.35090196e-02  -1.28969912e-01]
 [ -4.17328903e-02   1.75572536e-01  -3.48463729e-02   7.48180149e-02
    5.12266452e-02   6.08911833e-02  -2.18109869e-01  -1.94310915e-02
   -1.05135131e-01  -9.51867289e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.01990467e-01  -7.79767308e-02   1.27699475e-01   2.81990508e-01
   -1.84915049e-01  -8.82326317e-02  -1.76590727e-01  -2.55775391e-01
   -2.00764010e-01   3.16513303e-02]
 [  1.09624989e-01  -3.10023937e-02  -2.03430664e-02   1.00280761e-01
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    1.56941396e-02   1.34079137e-02]
 [  6.03533711e-03  -1.02002727e-01  -2.27971063e-01   1.07843395e-01
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   -1.26607333e-01  -4.90813240e-02]
 [ -1.26563987e-01  -3.78303456e-02  -2.05461733e-01   1.52233201e-01
   -7.62776098e-02   1.35484914e-01   2.99856236e-03  -2.50314298e-01
    6.03460594e-02  -2.01706182e-01]
 [ -8.19950800e-02  -5.50682809e-02   2.69330716e-01   8.90030168e-02
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    6.07398163e-02   2.33832258e-02]
 [  9.12721676e-02   1.41241621e-01   1.11604727e-01   1.45023048e-01
   -1.66685245e-01  -5.40548930e-02   1.06256730e-01   1.14785804e-01
   -1.12814959e-03   1.31988177e-02]
 [  3.01576440e-02  -6.05487008e-02  -2.72954170e-01  -1.59187739e-02
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 [  5.76243728e-02   6.42239774e-02  -1.16299789e-01   4.60522825e-02
   -1.45061141e-01   3.24478419e-01   1.97471814e-01   2.05091871e-01
   -1.67693549e-01  -3.61437744e-02]
 [ -8.10492122e-03  -5.74696908e-02   1.07333589e-01   9.04466755e-02
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 [  9.51385974e-02   4.84569029e-02  -5.91478430e-02  -1.20534484e-01
   -6.58776636e-02  -3.18430432e-01   1.35020824e-01   1.22827468e-02
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 [ -9.79475316e-02   2.28011868e-02  -1.47912895e-02   2.30644209e-02
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 [ -1.30148830e-01  -1.19143308e-02  -1.90599257e-01   1.55751874e-02
   -3.08358504e-01  -9.95172668e-03  -5.94465244e-02  -2.17823470e-02
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 [  7.30824644e-02   2.42177905e-01  -1.40630391e-02   1.05616222e-02
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   -8.25374726e-02  -1.95629842e-01]
 [  1.06589622e-01   1.75124194e-02   4.26771332e-02   9.22823360e-02
    7.52789348e-02   1.45794825e-02   8.92127770e-02   7.93726138e-02
    1.45722935e-01  -1.67471058e-01]
 [  1.21390749e-01  -6.69147567e-02   2.35819835e-02   3.87958709e-02
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   -2.58139784e-01  -2.62484487e-02]
 [ -3.01584971e-02  -1.76658559e-01   7.09417959e-02  -1.91897747e-02
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    6.28258212e-02   2.95536374e-01]
 [ -1.64089247e-01  -7.57265699e-03   1.27471692e-01   1.11175686e-01
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    2.34808856e-02   6.48677746e-02]
 [ -3.48837290e-02   1.95272091e-01   3.43649806e-01  -2.13595115e-02
   -1.08417481e-01  -1.54870257e-01   1.51360552e-01  -3.14963075e-04
   -9.55056759e-02   2.33714703e-01]
 [ -4.06487041e-02   3.99520060e-02  -1.32287609e-01   1.53728219e-02
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 [  6.09826695e-02   8.07456430e-02   1.31594715e-01  -1.61051007e-01
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    2.53405533e-02   7.74334548e-02]
 [  1.99908762e-01  -1.12779131e-01  -1.73572560e-01   1.23545942e-01
   -2.91232107e-01  -1.75020988e-01   5.11321884e-03   2.01076159e-01
    2.45886409e-01  -3.00000928e-01]
 [  3.23662372e-02   9.99171201e-02   2.41094051e-01   2.31903926e-01
    2.29867837e-02  -1.78513368e-01  -1.15016273e-01  -1.27353144e-01
   -1.51447823e-01  -3.12443464e-01]
 [  5.70287190e-02   3.99650586e-02  -9.88179970e-02  -8.07125012e-03
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    6.89492801e-02   2.59924054e-01]
 [ -9.60871348e-03  -8.15272847e-02  -6.96032512e-02  -6.51774199e-02
    3.49914596e-02  -1.67910627e-01   1.19840955e-01   9.62745449e-03
    2.67273709e-02  -4.04124635e-03]
 [ -2.15087598e-03  -2.77633097e-02   2.28570774e-01   3.20845581e-02
   -8.69934933e-02  -1.11130125e-01   2.16564176e-01   4.26618914e-02
   -2.16845514e-01   6.49291483e-02]
 [  3.63071838e-02  -7.05112438e-02   9.13142264e-02  -4.24741012e-02
   -8.29728575e-02   9.16297967e-02   1.76402258e-01  -2.70492787e-01
   -5.46949913e-02  -1.38993597e-01]
 [ -3.39207567e-02   1.54585320e-02   7.52124174e-02  -6.31948801e-02
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   -4.65835849e-02   1.48703082e-01]
 [  2.30845089e-01   7.44688645e-02   3.51325677e-02   9.50224338e-02
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   -4.37378201e-02   1.62777381e-03]
 [ -5.10388677e-02  -2.74627383e-01  -3.58558859e-02  -8.64346524e-02
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 [ -1.96205044e-01   3.35449902e-02  -1.83562755e-02   1.02469836e-01
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 [ -3.05646375e-02   3.09288080e-02  -6.50366900e-02   1.40560118e-01
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   -8.97820287e-03   1.81950125e-01]
 [  1.72047987e-01   5.02331989e-02   1.90097371e-01   1.51343237e-02
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    1.45374262e-01  -7.72840234e-02]
 [ -1.13712996e-01   1.02954369e-01   2.17986679e-01  -4.16825238e-02
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   -7.56972135e-02  -1.58286612e-02]
 [ -1.04114806e-01  -2.61157552e-02   2.12551161e-02   7.97178109e-02
   -7.93431816e-03   1.22480284e-01   2.79855643e-01   2.12005369e-02
   -2.85051844e-01  -1.06272193e-01]
 [ -1.67329032e-01   1.31881845e-01  -6.29710953e-02  -2.74365656e-01
   -6.30463972e-02   8.36205078e-02  -6.06857657e-02   9.82664626e-02
   -1.58291262e-01   1.16230686e-01]
 [  1.12760666e-01  -6.70114548e-02  -6.77238581e-02  -2.25260488e-02
   -1.11538334e-01  -4.40163070e-02  -1.49249366e-01   1.43435669e-01
   -6.42280195e-02  -4.75943341e-02]
 [  1.54506703e-01  -1.11457966e-01  -1.36653526e-01   1.51612882e-03
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    1.33215870e-01  -8.71238280e-02]
 [ -1.38001539e-01   1.53378283e-01   2.46168532e-01  -5.17686730e-02
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   -1.46232365e-01  -8.17753786e-02]
 [ -3.27692775e-01   2.14839415e-01   2.40974335e-02   5.94370888e-03
   -4.26932085e-02  -1.86042271e-01  -1.70208659e-01   2.33241782e-01
   -7.53044569e-02   1.35049036e-01]
 [  1.39796113e-01   1.25376562e-01  -2.45594213e-01  -1.08685487e-01
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   -1.70237363e-02  -1.98929049e-01]
 [  2.23452691e-01  -7.74094072e-02   7.01464236e-02  -5.17863885e-03
   -8.79721858e-02  -3.99923397e-02  -9.60966514e-02  -1.38967291e-01
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 [ -1.03443765e-01   5.31758326e-03   1.19417944e-01   1.15950824e-01
   -7.02298107e-02  -1.08532717e-01   2.14554906e-01  -7.38035279e-02
    1.88010421e-01   2.33023796e-03]
 [  2.11227877e-02  -8.34958244e-02   2.16513407e-01  -2.21465874e-01
    4.19743313e-02   1.10791281e-01  -4.54319815e-02  -1.09983582e-01
    3.23173831e-02   2.69605153e-01]]
[[ 0.14026076]
 [ 0.46208638]
 [ 0.17339224]
 [ 0.14340368]
 [-0.70978322]
 [-0.13322592]
 [-0.50171178]
 [-0.09737307]
 [ 0.05723774]
 [ 0.33106288]]
Progress: 1.4% ... Training loss: 0.761 ... Validation loss: 1.226[[  6.52048758e-02   1.16222135e-01  -1.88362175e-01   5.56969495e-03
   -4.53957695e-01   1.85914767e-02   3.43336767e-02   1.58271160e-01
   -1.65082284e-01   7.83419617e-02]
 [  2.28616006e-02   2.02063242e-01  -1.51146240e-02   4.88727295e-02
    6.17598379e-02  -1.04624997e-02   2.69218666e-01   4.06445975e-02
    1.44914552e-01  -1.42961769e-02]
 [  1.91480899e-01   3.77133565e-01   7.53923514e-03   1.64814139e-01
   -1.50009234e-01  -5.49711725e-02  -5.75115568e-01  -1.05834842e-02
    1.38549272e-01   3.82757339e-01]
 [ -1.49681439e-02  -3.15870934e-01  -2.16541229e-01  -2.49982305e-02
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   -4.19199387e-03   4.98910888e-02]
 [ -8.68701994e-03   2.25429931e-01  -1.56241616e-01   4.53391700e-02
    7.40546380e-02  -1.72221947e-01  -3.57290664e-02  -1.15280129e-01
   -2.08655221e-01   6.72122272e-02]
 [ -3.59152957e-01  -2.58118290e-01  -2.89596106e-01   1.20130573e-01
    1.75464983e-01   6.73221372e-02  -1.79876996e-02  -3.29382906e-02
   -3.14614193e-02   2.35284772e-02]
 [  7.79156616e-04  -8.11083849e-02   1.26576990e-02   1.15189899e-01
   -2.63358231e-01  -7.49150406e-02   1.09376079e-01  -1.85097463e-01
    1.87968445e-01   7.01446807e-02]
 [  1.43004393e-01  -5.99212237e-02   4.98709020e-02  -3.20591495e-02
   -3.01111600e-02  -6.44662083e-02  -1.48800028e-01   1.20223743e-01
    8.43209447e-02   5.48387203e-02]
 [ -1.61695011e-01  -3.29058033e-02  -3.08954724e-01  -3.09684482e-03
   -9.83168206e-02   7.52499970e-02  -2.78894274e-01  -1.95920917e-02
    2.77774911e-01  -1.05529542e-01]
 [  3.84120876e-02  -1.46140693e-01   7.70924896e-02   3.57263501e-03
    1.57575956e-02  -8.31496150e-02  -8.79429440e-02  -8.92456673e-02
   -4.10075355e-02   1.57712045e-01]
 [ -8.11074530e-02   1.32554076e-01  -5.98850462e-03  -1.63068661e-01
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[[ 0.13961317]
 [ 0.46718414]
 [ 0.1693478 ]
 [ 0.14227739]
 [-0.72441542]
 [-0.14336016]
 [-0.51802506]
 [-0.09996451]
 [ 0.05795087]
 [ 0.33261457]]
Progress: 1.4% ... Training loss: 0.754 ... Validation loss: 1.232[[  6.59452705e-02   1.18356757e-01  -1.87391958e-01   6.31490485e-03
   -4.56131908e-01   1.78794525e-02   3.21207019e-02   1.57721721e-01
   -1.64763897e-01   7.98890240e-02]
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 [  1.92594880e-01   3.79794538e-01   8.89277831e-03   1.65954437e-01
   -1.54272262e-01  -5.60828262e-02  -5.78200664e-01  -1.13888657e-02
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   -5.57175863e-03   4.23216249e-02]
 [ -8.37138399e-03   2.25842535e-01  -1.55739280e-01   4.56885322e-02
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   -8.28116423e-02  -1.97218874e-01]
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 [  3.25199275e-02   1.00436625e-01   2.41283261e-01   2.32067767e-01
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   -8.37364145e-02   9.14197232e-02   1.75785162e-01  -2.70642756e-01
   -5.46114049e-02  -1.38547912e-01]
 [ -3.39399572e-02   1.53895122e-02   7.51784544e-02  -6.32224206e-02
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   -4.65923921e-02   1.48648303e-01]
 [  2.30862754e-01   7.44223593e-02   3.51404578e-02   9.50268014e-02
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   -4.37339986e-02   1.66420918e-03]
 [ -5.05221036e-02  -2.72990761e-01  -3.52039641e-02  -8.58850077e-02
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   -8.74726395e-03   1.83076347e-01]
 [  1.72507394e-01   5.17221731e-02   1.90650859e-01   1.55932479e-02
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   -7.56717358e-02  -1.56943044e-02]
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   -2.85024258e-01  -1.06133690e-01]
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 [  1.12314254e-01  -6.83586520e-02  -6.82772217e-02  -2.29960737e-02
   -1.09255299e-01  -4.35509648e-02  -1.47696270e-01   1.43764729e-01
   -6.44200494e-02  -4.86752746e-02]
 [  1.54030778e-01  -1.12931826e-01  -1.37193724e-01   1.02914483e-03
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 [ -1.38061582e-01   1.53083543e-01   2.46096366e-01  -5.18442967e-02
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   -1.46264477e-01  -8.19441429e-02]
 [ -3.27446169e-01   2.15122358e-01   2.44192742e-02   6.12854759e-03
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   -7.52089148e-02   1.35303389e-01]
 [  1.39893010e-01   1.25328587e-01  -2.45440978e-01  -1.08611484e-01
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   -1.69964024e-02  -1.98746301e-01]
 [  2.23319032e-01  -7.78780812e-02   6.99054756e-02  -5.34682400e-03
   -8.65946099e-02  -3.98424734e-02  -9.56558890e-02  -1.38847719e-01
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 [ -1.03597754e-01   4.96856351e-03   1.19221062e-01   1.15764751e-01
   -6.90959535e-02  -1.08336750e-01   2.15009558e-01  -7.36716028e-02
    1.87931501e-01   1.95732115e-03]
 [  2.08344065e-02  -8.42748696e-02   2.16136005e-01  -2.21787328e-01
    4.40614246e-02   1.11123271e-01  -4.40372676e-02  -1.09757152e-01
    3.21920728e-02   2.68759579e-01]]
[[ 0.1333038 ]
 [ 0.4690527 ]
 [ 0.16447694]
 [ 0.1384229 ]
 [-0.74688613]
 [-0.15565301]
 [-0.5345644 ]
 [-0.10983843]
 [ 0.05019505]
 [ 0.3229797 ]]
Progress: 1.5% ... Training loss: 0.750 ... Validation loss: 1.256[[  6.69074383e-02   1.21498982e-01  -1.86184237e-01   7.36768283e-03
   -4.61205393e-01   1.67296836e-02   2.85972720e-02   1.56920796e-01
   -1.64398255e-01   8.21649811e-02]
 [  2.29523824e-02   2.02316975e-01  -1.49879444e-02   4.89806580e-02
    6.12335763e-02  -1.05792620e-02   2.68908835e-01   4.05534812e-02
    1.44950612e-01  -1.40965470e-02]
 [  1.94632899e-01   3.86273060e-01   1.14822600e-02   1.68202591e-01
   -1.65546918e-01  -5.85455695e-02  -5.85316416e-01  -1.31284159e-02
    1.39822694e-01   3.89771710e-01]
 [ -1.85400803e-02  -3.26407487e-01  -2.20944529e-01  -2.87062306e-02
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   -5.69233461e-03   4.18950501e-02]
 [ -7.96050728e-03   2.27014889e-01  -1.55124981e-01   4.61837820e-02
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   -2.08297433e-01   6.90096758e-02]
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   -3.16457292e-02   2.24023297e-02]
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   -3.34942444e-02  -6.53328829e-02  -1.50935755e-01   1.19626723e-01
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   -9.61665507e-02   7.56786300e-02  -2.77317901e-01  -1.92853267e-02
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 [  3.85888928e-02  -1.45850613e-01   7.73038807e-02   3.68610619e-03
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   -4.09393657e-02   1.57708773e-01]
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   -2.36867483e-02  -1.29771547e-01]
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   -1.05446224e-01  -9.70206428e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.02221289e-01  -7.86634101e-02   1.27361254e-01   2.81662739e-01
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   -2.00887809e-01   3.10182742e-02]
 [  1.09321486e-01  -3.19345163e-02  -2.06899429e-02   9.99515391e-02
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 [  5.69492076e-03  -1.03106010e-01  -2.28383321e-01   1.07467737e-01
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   -1.26733353e-01  -4.98433735e-02]
 [ -1.26361595e-01  -3.73780922e-02  -2.05217455e-01   1.52411717e-01
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 [ -8.17648897e-02  -5.46115066e-02   2.69625668e-01   8.92067212e-02
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 [  9.05908901e-02   1.38821370e-01   1.10764896e-01   1.44307407e-01
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   -1.39668154e-03   1.15245347e-02]
 [  3.11089112e-02  -5.75829876e-02  -2.71781141e-01  -1.48893934e-02
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 [  5.74232485e-02   6.33226405e-02  -1.16573322e-01   4.58170617e-02
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 [ -9.80760787e-02   2.24602071e-02  -1.49563814e-02   2.29348964e-02
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 [  7.20300490e-02   2.38548319e-01  -1.54064733e-02   9.41506119e-03
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   -8.29706715e-02  -1.98230943e-01]
 [  1.05780270e-01   1.47860485e-02   4.16311459e-02   9.14102278e-02
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    1.45394108e-01  -1.69443621e-01]
 [  1.20146461e-01  -7.10722718e-02   2.20558104e-02   3.74789634e-02
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   -2.58640136e-01  -2.92089810e-02]
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   -9.59955146e-02   2.30810686e-01]
 [ -4.10803185e-02   3.85536854e-02  -1.32835093e-01   1.49036229e-02
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 [  6.13494633e-02   8.18925360e-02   1.32012976e-01  -1.60676979e-01
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 [  2.01529350e-01  -1.07095161e-01  -1.71546612e-01   1.25298360e-01
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 [  3.27213567e-02   1.01132875e-01   2.41531848e-01   2.32277712e-01
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   -1.51306291e-01  -3.11574289e-01]
 [  5.70247705e-02   4.00061372e-02  -9.88015909e-02  -8.07208056e-03
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 [ -1.90474244e-03  -2.69848091e-02   2.28896682e-01   3.23570747e-02
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   -2.16746667e-01   6.54833853e-02]
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   -8.39250794e-02   9.13912004e-02   1.75590273e-01  -2.70664826e-01
   -5.46011542e-02  -1.38464472e-01]
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   -4.64791236e-02   1.49272384e-01]
 [  2.30867104e-01   7.43975599e-02   3.51554991e-02   9.50250682e-02
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   -4.37354928e-02   1.67316955e-03]
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   -4.65297775e-04  -6.00527993e-02   5.72787997e-02   4.94658721e-02
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   -8.61192968e-03   1.83852281e-01]
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   -1.58455163e-01   1.15249908e-01]
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   -1.08036055e-01  -4.32872941e-02  -1.46903180e-01   1.43948250e-01
   -6.45064793e-02  -4.92054729e-02]
 [  1.54118143e-01  -1.12582641e-01  -1.37075152e-01   1.11778291e-03
    1.25625473e-01  -6.13960535e-02  -7.35027800e-02  -1.46216622e-01
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 [ -1.37653126e-01   1.54506095e-01   2.46595736e-01  -5.14153259e-02
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   -1.46110995e-01  -8.09829765e-02]
 [ -3.27629590e-01   2.14349499e-01   2.41356638e-02   5.89983903e-03
   -4.18754273e-02  -1.85932521e-01  -1.69522020e-01   2.33271334e-01
   -7.52885564e-02   1.34753779e-01]
 [  1.39677027e-01   1.24460514e-01  -2.45670257e-01  -1.08829411e-01
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   -1.70776519e-02  -1.99303088e-01]
 [  2.23166620e-01  -7.84636875e-02   6.96953242e-02  -5.50973620e-03
   -8.57942316e-02  -3.96541425e-02  -9.50368519e-02  -1.38716692e-01
    1.18841667e-01  -1.47695615e-01]
 [ -1.03494783e-01   5.45431830e-03   1.19343661e-01   1.15889126e-01
   -6.95987584e-02  -1.08476986e-01   2.14528356e-01  -7.37561197e-02
    1.87967413e-01   2.24011713e-03]
 [  2.08401950e-02  -8.43686910e-02   2.16137257e-01  -2.21784494e-01
    4.43028332e-02   1.11118607e-01  -4.39594643e-02  -1.09761950e-01
    3.21965292e-02   2.68724676e-01]]
[[ 0.13899766]
 [ 0.47673307]
 [ 0.16284837]
 [ 0.14071702]
 [-0.75073552]
 [-0.15629329]
 [-0.54454769]
 [-0.1054469 ]
 [ 0.05280817]
 [ 0.32954542]]
Progress: 1.6% ... Training loss: 0.745 ... Validation loss: 1.248[[  6.78361371e-02   1.24221282e-01  -1.85076955e-01   8.34221727e-03
   -4.64784902e-01   1.57000388e-02   2.55949026e-02   1.56224975e-01
   -1.64048173e-01   8.42104135e-02]
 [  2.28402081e-02   2.01940040e-01  -1.51158267e-02   4.88631748e-02
    6.18252925e-02  -1.04504787e-02   2.69347620e-01   4.06422333e-02
    1.44908261e-01  -1.43527884e-02]
 [  1.96358086e-01   3.92145526e-01   1.36917314e-02   1.70076132e-01
   -1.73322397e-01  -6.05782466e-02  -5.91742572e-01  -1.44817859e-02
    1.40503251e-01   3.93962550e-01]
 [ -2.03487765e-02  -3.32444703e-01  -2.23042950e-01  -3.06232656e-02
    3.26341063e-01   1.56843052e-01   2.01968949e-01   3.56740884e-02
   -6.38320349e-03   3.77119636e-02]
 [ -8.92140919e-03   2.24184125e-01  -1.56164050e-01   4.52162655e-02
    7.45155737e-02  -1.72011901e-01  -3.47369374e-02  -1.15300098e-01
   -2.08619129e-01   6.69048462e-02]
 [ -3.59913555e-01  -2.60406593e-01  -2.90551700e-01   1.19257814e-01
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   -3.17845912e-02   2.15105188e-02]
 [  5.92513681e-04  -8.22849726e-02   1.24376985e-02   1.14921047e-01
   -2.60456323e-01  -7.45697889e-02   1.10824627e-01  -1.84885568e-01
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 [  1.44182363e-01  -5.61814946e-02   5.13475106e-02  -3.07823815e-02
   -3.54327914e-02  -6.58974557e-02  -1.52660767e-01   1.19247742e-01
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 [ -1.62112655e-01  -3.42450264e-02  -3.09439907e-01  -3.54465015e-03
   -9.60554562e-02   7.57082499e-02  -2.77111549e-01  -1.92601273e-02
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 [  3.93086451e-02  -1.43519220e-01   7.81501094e-02   4.43203146e-03
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   -4.06678435e-02   1.59293628e-01]
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   -1.13499609e-02   3.90591246e-02   6.07896437e-02  -9.48623574e-02
   -2.37058730e-02  -1.29833796e-01]
 [ -4.28830240e-02   1.71850820e-01  -3.61841888e-02   7.36086953e-02
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   -1.05604141e-01  -9.80147555e-02]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.02121768e-01  -7.84945302e-02   1.27414678e-01   2.81743168e-01
   -1.83556969e-01  -8.80052357e-02  -1.76067022e-01  -2.55649198e-01
   -2.00857465e-01   3.11721445e-02]
 [  1.09039469e-01  -3.29018875e-02  -2.10142974e-02   9.96596137e-02
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 [  5.69865987e-03  -1.02940981e-01  -2.28388184e-01   1.07465694e-01
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   -1.26738079e-01  -4.98560609e-02]
 [ -1.26427632e-01  -3.76639990e-02  -2.05271379e-01   1.52341817e-01
   -7.58256650e-02   1.35423437e-01   2.66041815e-03  -2.50383994e-01
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 [ -8.17814639e-02  -5.46892625e-02   2.69613701e-01   8.91838521e-02
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 [  9.08067003e-02   1.39514675e-01   1.11022399e-01   1.44530449e-01
   -1.63970430e-01  -5.35389386e-02   1.08187489e-01   1.15153578e-01
   -1.32270121e-03   1.19894595e-02]
 [  3.13845340e-02  -5.66804066e-02  -2.71411553e-01  -1.45833575e-02
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 [  5.77339873e-02   6.43718565e-02  -1.16176605e-01   4.61477241e-02
   -1.44784078e-01   3.24307971e-01   1.97396731e-01   2.04980617e-01
   -1.67666366e-01  -3.60886786e-02]
 [ -8.17075934e-03  -5.76430284e-02   1.07247254e-01   9.03833645e-02
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 [  9.49645113e-02   4.79352381e-02  -5.93317672e-02  -1.20707397e-01
   -6.49548334e-02  -3.18251758e-01   1.35679977e-01   1.24097776e-02
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 [ -9.80493194e-02   2.25286174e-02  -1.49362983e-02   2.29512671e-02
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 [ -1.30381570e-01  -1.26439465e-02  -1.90868781e-01   1.53109351e-02
   -3.06985454e-01  -9.67841421e-03  -5.85220042e-02  -2.15921419e-02
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 [  7.17967210e-02   2.37738421e-01  -1.56840032e-02   9.16172946e-03
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   -8.30618027e-02  -1.98789432e-01]
 [  1.05488346e-01   1.38729022e-02   4.12851706e-02   9.11097191e-02
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    1.45283363e-01  -1.70110651e-01]
 [  1.20036325e-01  -7.14635693e-02   2.19247335e-02   3.73631261e-02
    1.57600731e-01  -5.40937469e-02   9.58939381e-02   3.65804186e-02
   -2.58683772e-01  -2.94619154e-02]
 [ -3.14903034e-02  -1.80882076e-01   6.93116022e-02  -2.05745252e-02
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 [ -1.65347358e-01  -1.17399366e-02   1.25978881e-01   1.09868695e-01
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 [ -3.63184210e-02   1.90474260e-01   3.41871378e-01  -2.28804579e-02
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   -9.60765730e-02   2.30303793e-01]
 [ -4.13694802e-02   3.75984915e-02  -1.33146538e-01   1.45981574e-02
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 [  6.13214872e-02   8.18437176e-02   1.31992477e-01  -1.60705073e-01
    1.85197742e-01   9.29693826e-02   3.06503073e-02   2.93712249e-01
    2.54594886e-02   7.82521781e-02]
 [  2.02473286e-01  -1.04033549e-01  -1.70437660e-01   1.26302388e-01
   -3.04353307e-01  -1.77838669e-01  -4.59603944e-03   1.99108037e-01
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 [  3.28752667e-02   1.01597177e-01   2.41720337e-01   2.32442501e-01
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   -1.51248173e-01  -3.11237295e-01]
 [  5.69015198e-02   3.96347728e-02  -9.89483441e-02  -8.20312874e-03
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 [ -9.52698681e-03  -8.12748766e-02  -6.95380917e-02  -6.51072105e-02
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    2.67537604e-02  -3.93707639e-03]
 [ -1.85137902e-03  -2.68019914e-02   2.28958918e-01   3.24096908e-02
   -8.84497180e-02  -1.11471715e-01   2.15506528e-01   4.24226874e-02
   -2.16726414e-01   6.56095179e-02]
 [  3.66653096e-02  -6.92480499e-02   9.17154149e-02  -4.21090075e-02
   -8.44171507e-02   9.12592306e-02   1.75160414e-01  -2.70749237e-01
   -5.45582413e-02  -1.38236863e-01]
 [ -3.35207815e-02   1.66510684e-02   7.57302727e-02  -6.27569340e-02
    6.91725197e-02   1.93658487e-01   1.65998415e-01   1.17243349e-01
   -4.64205182e-02   1.49572005e-01]
 [  2.30890899e-01   7.45139815e-02   3.51754708e-02   9.50436335e-02
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   -4.37301112e-02   1.71636726e-03]
 [ -5.00826233e-02  -2.71450714e-01  -3.46730773e-02  -8.54274685e-02
   -2.33154669e-03  -6.04758166e-02   5.59533807e-02   4.91725956e-02
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 [ -1.94243885e-01   3.96168838e-02  -1.58569412e-02   1.04494564e-01
   -1.46562327e-01  -1.55746102e-01  -9.75064402e-02  -5.04012846e-02
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   -8.58072079e-03   1.84001567e-01]
 [  1.72861656e-01   5.28698701e-02   1.91085661e-01   1.59660760e-02
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    1.45697224e-01  -7.53253183e-02]
 [ -1.13556133e-01   1.03396287e-01   2.18166548e-01  -4.15091793e-02
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   -7.56319882e-02  -1.54509478e-02]
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   -2.84979464e-01  -1.05891178e-01]
 [ -1.67959777e-01   1.29779370e-01  -6.37457092e-02  -2.75050349e-01
   -5.96684802e-02   8.43354336e-02  -5.82696461e-02   9.87644955e-02
   -1.58549449e-01   1.14700647e-01]
 [  1.11922641e-01  -6.96333035e-02  -6.87344876e-02  -2.34120393e-02
   -1.07175007e-01  -4.30920402e-02  -1.46257916e-01   1.44079024e-01
   -6.45712781e-02  -4.96054822e-02]
 [  1.53995659e-01  -1.12918208e-01  -1.37182605e-01   9.84071162e-04
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 [ -1.37699244e-01   1.54330904e-01   2.46551788e-01  -5.14605710e-02
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   -1.46128846e-01  -8.11051234e-02]
 [ -3.27719480e-01   2.13798208e-01   2.40163488e-02   5.77779782e-03
   -4.10171228e-02  -1.85806016e-01  -1.68862382e-01   2.33366034e-01
   -7.53319314e-02   1.34447260e-01]
 [  1.39771680e-01   1.24454067e-01  -2.45574951e-01  -1.08733949e-01
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   -1.70431320e-02  -1.99140287e-01]
 [  2.22915377e-01  -7.90507200e-02   6.94483786e-02  -5.73297444e-03
   -8.45714822e-02  -3.93908700e-02  -9.40228275e-02  -1.38553725e-01
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 [ -1.03112500e-01   6.87428326e-03   1.19813846e-01   1.16282753e-01
   -7.12623103e-02  -1.08933900e-01   2.13114570e-01  -7.40390080e-02
    1.88099426e-01   3.17780110e-03]
 [  2.11817806e-02  -8.31580310e-02   2.16522065e-01  -2.21437246e-01
    4.28983149e-02   1.10737418e-01  -4.51941944e-02  -1.10021224e-01
    3.23202963e-02   2.69423575e-01]]
[[ 0.15034419]
 [ 0.48737512]
 [ 0.17100645]
 [ 0.14804635]
 [-0.76069288]
 [-0.15487812]
 [-0.548029  ]
 [-0.09807719]
 [ 0.06189372]
 [ 0.33765924]]
Progress: 1.6% ... Training loss: 0.737 ... Validation loss: 1.224[[  6.81587316e-02   1.25221072e-01  -1.84699286e-01   8.64379068e-03
   -4.65857868e-01   1.53614043e-02   2.47522407e-02   1.55997364e-01
   -1.63905639e-01   8.49164007e-02]
 [  2.29025945e-02   2.02111438e-01  -1.50501944e-02   4.89248026e-02
    6.15322363e-02  -1.05149024e-02   2.69149592e-01   4.06015540e-02
    1.44930037e-01  -1.42212763e-02]
 [  1.97754760e-01   3.96532107e-01   1.55057083e-02   1.71641781e-01
   -1.80409368e-01  -6.21645006e-02  -5.96572961e-01  -1.55236982e-02
    1.41095348e-01   3.97422158e-01]
 [ -2.16668433e-02  -3.36192166e-01  -2.24418824e-01  -3.18844929e-02
    3.31946042e-01   1.58141461e-01   2.06695328e-01   3.65304402e-02
   -6.92614694e-03   3.48754260e-02]
 [ -8.87626192e-03   2.23748321e-01  -1.56155986e-01   4.52086616e-02
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   -2.08563091e-01   6.69232471e-02]
 [ -3.60611990e-01  -2.62623758e-01  -2.91457763e-01   1.18461768e-01
    1.84048933e-01   6.90709384e-02  -1.25659033e-02  -3.18070290e-02
   -3.20837538e-02   1.98169969e-02]
 [ -2.42033576e-04  -8.49161801e-02   1.15064029e-02   1.14110121e-01
   -2.56123082e-01  -7.37107571e-02   1.13823330e-01  -1.84362505e-01
    1.87568343e-01   6.76473634e-02]
 [  1.43989956e-01  -5.67662241e-02   5.11556521e-02  -3.09646310e-02
   -3.41684779e-02  -6.57034681e-02  -1.51841302e-01   1.19338220e-01
    8.46683077e-02   5.71605189e-02]
 [ -1.61875673e-01  -3.34699801e-02  -3.09151170e-01  -3.31289013e-03
   -9.72996458e-02   7.54667962e-02  -2.77903687e-01  -1.94089567e-02
    2.77688218e-01  -1.06086795e-01]
 [  3.85748893e-02  -1.45845524e-01   7.72658980e-02   3.64821397e-03
    1.84367685e-02  -8.32106034e-02  -8.69009746e-02  -8.94705557e-02
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[[ 0.1347788 ]
 [ 0.47342839]
 [ 0.14984493]
 [ 0.12758676]
 [-0.78874275]
 [-0.17693792]
 [-0.57800075]
 [-0.1175554 ]
 [ 0.043781  ]
 [ 0.3180662 ]]
Progress: 1.6% ... Training loss: 0.747 ... Validation loss: 1.297[[ 0.06978101  0.1301383  -0.18288919  0.0101819  -0.47358211  0.01324119
   0.01832766  0.15454277 -0.16337187  0.08864626]
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   0.02779479 -0.01081206 -0.07550305 -0.01461553]
 [-0.10391066 -0.02546881  0.021482    0.07989749 -0.00876632  0.12226287
   0.27907886  0.02104701 -0.28497369 -0.10584877]
 [-0.16811513  0.12931144 -0.06392699 -0.2752062  -0.05880854  0.08451995
  -0.05766878  0.09887956 -0.15860916  0.11433121]
 [ 0.11163554 -0.07057124 -0.06904954 -0.02370039 -0.10557357 -0.04273511
  -0.14507921  0.14430821 -0.0646768  -0.05025634]
 [ 0.15371116 -0.11383769 -0.13752299  0.00067629  0.12855005 -0.06090027
  -0.07169449 -0.14589896  0.13290309 -0.08905337]
 [-0.13716897  0.15578802  0.24709997 -0.0510008   0.22248857  0.1063287
  -0.00537077 -0.29536862 -0.14598387 -0.07994682]
 [-0.32776959  0.21357847  0.02391129  0.00567691 -0.04029996 -0.18582445
  -0.16867376  0.23333618 -0.07538596  0.1343588 ]
 [ 0.13967485  0.12422648 -0.24562119 -0.10879658  0.10307165 -0.28047333
  -0.00193562 -0.16482122 -0.01706831 -0.19931694]
 [ 0.22311779 -0.07822926  0.06968603 -0.00552033 -0.08540879 -0.03958681
  -0.09471558 -0.13870176  0.11883304 -0.14772132]
 [-0.10283419  0.00765008  0.12007103  0.11650611 -0.07205619 -0.10935196
   0.21189279 -0.07435047  0.18815579  0.00384337]
 [ 0.0206937  -0.08458756  0.21593014 -0.22194745  0.04545759  0.11125411
  -0.04337241 -0.1096867   0.03211235  0.26830359]]
[[ 0.16004359]
 [ 0.50455256]
 [ 0.17780708]
 [ 0.15358669]
 [-0.77886907]
 [-0.15422256]
 [-0.56025476]
 [-0.09269482]
 [ 0.07273466]
 [ 0.34477671]]
Progress: 1.7% ... Training loss: 0.728 ... Validation loss: 1.200[[ 0.07137607  0.13452375 -0.18112389  0.01171324 -0.47940699  0.0117324
   0.01377361  0.15359409 -0.16263828  0.09184829]
 [ 0.02274073  0.20155005 -0.01523495  0.04875762  0.0624687  -0.0103282
   0.26983452  0.04072445  0.14487787 -0.01459247]
 [ 0.2004179   0.40399306  0.01835446  0.17412251 -0.19024747 -0.06505367
  -0.60493783 -0.01741082  0.14211858  0.40281934]
 [-0.02501368 -0.34611478 -0.22801823 -0.0350862   0.34419172  0.16176825
   0.21765022  0.03883505 -0.00831894  0.02806984]
 [-0.00861172  0.22397869 -0.15578744  0.04550703  0.07443594 -0.17197057
  -0.03462597 -0.11518014 -0.20825558  0.06711087]
 [-0.36080734 -0.26341961 -0.29167926  0.11825714  0.18516761  0.0692894
  -0.01156139 -0.03165935 -0.03213086  0.01931654]
 [ 0.00079199 -0.08192449  0.01260257  0.11505402 -0.25975276 -0.07502029
   0.10984769 -0.18522279  0.18791745  0.06982479]
 [ 0.14367453 -0.05788636  0.05076111 -0.03129806 -0.03187063 -0.06545393
  -0.15062869  0.11947256  0.08449802  0.05648467]
 [-0.16067134 -0.02974417 -0.30781809 -0.00217696 -0.10293115  0.07414954
  -0.28190669 -0.02030123  0.27813219 -0.10343829]
 [ 0.04009481 -0.14175292  0.07883227  0.0050047   0.01381089 -0.08493886
  -0.09139137 -0.09063424 -0.04040834  0.16073153]
 [-0.08105647  0.13266307 -0.00599463 -0.16310964 -0.01294984  0.03850589
   0.05904954 -0.0952806  -0.02372235 -0.12911911]
 [-0.04368094  0.16928725 -0.03702259  0.07282291  0.06109893  0.06303284
  -0.21081927 -0.01793649 -0.10589761 -0.09982939]
 [-0.15552624  0.00744339  0.06267519  0.0238846  -0.17757554 -0.22052817
  -0.1821667  -0.19691155  0.08886571  0.17654103]
 [-0.20285303 -0.08091783  0.12648003  0.28093236 -0.17939617 -0.08716908
  -0.17324865 -0.2551314  -0.20115708  0.02941251]
 [ 0.10848023 -0.03473112 -0.02164707  0.09910053  0.01220033 -0.07240031
   0.10075021  0.00529609  0.01526306  0.01070318]
 [ 0.00622841 -0.10132953 -0.22781523  0.10796525  0.04539915  0.11391783
  -0.01471564 -0.01479058 -0.12651619 -0.04876833]
 [-0.12629758 -0.03760871 -0.20515814  0.15242036 -0.07544128  0.13531681
   0.00231854 -0.25046946  0.06044931 -0.20116953]
 [-0.08206823 -0.05544759  0.26928188  0.08888936  0.12639284 -0.052796
  -0.1213098   0.12500146  0.06069283  0.02289226]
 [ 0.09104311  0.14022485  0.11128832  0.14475405 -0.1645821  -0.05400914
   0.10704959  0.11478524 -0.00128421  0.0125969 ]
 [ 0.03055969 -0.05954721 -0.27238798 -0.01542973  0.10820513 -0.11397559
   0.079584    0.15866812  0.12572505  0.01762236]
 [ 0.05753481  0.06357    -0.11641013  0.04595418 -0.14335964  0.32450599
   0.198179    0.20507832 -0.16774745 -0.0365498 ]
 [-0.00731662 -0.05485039  0.10822578  0.09122707  0.0208755   0.12564814
  -0.19932586 -0.03232075  0.19755595  0.06790245]
 [ 0.09577991  0.05054011 -0.05838775 -0.1199335  -0.06879894 -0.31914103
   0.13270152  0.01180478  0.1327131   0.07074383]
 [-0.09780544  0.02338381 -0.01466393  0.02318669  0.01354876 -0.20197062
  -0.09135896 -0.01924653  0.01478893  0.13081906]
 [-0.13035074 -0.01245059 -0.19083389  0.01534482 -0.30725078 -0.00975043
  -0.0587862  -0.02164068  0.01885706  0.08561192]
 [ 0.0709262   0.23486363 -0.01668173  0.0082732   0.0503825   0.20606424
   0.20443833  0.10438723 -0.08341315 -0.20073684]
 [ 0.10490312  0.01201479  0.04062086  0.09054219  0.0841565   0.01638543
   0.09538286  0.08060311  0.14505062 -0.1713869 ]
 [ 0.11920705 -0.07406666  0.02093421  0.03650645  0.16198982 -0.05320484
   0.09887465  0.03712652 -0.25904807 -0.03134777]
 [-0.03227309 -0.18343751  0.06840399 -0.02136271  0.13404861 -0.18212258
   0.16671102 -0.09410444  0.06198872  0.29083255]
 [-0.16669868 -0.0160086   0.12444903  0.10853051  0.38463751  0.06000892
   0.00544247  0.03639236  0.02244441  0.05891184]
 [-0.0373341   0.18709724  0.34073862 -0.0238921  -0.09539709 -0.15213068
   0.16061509  0.00153872 -0.09646884  0.2280442 ]
 [-0.04196529  0.03562201 -0.13381489  0.01399636  0.09387172 -0.28261681
  -0.09804465  0.16512255  0.07337313  0.0164609 ]
 [ 0.0617826   0.08351375  0.13251704 -0.16026046  0.1821311   0.09227098
   0.02857317  0.29325698  0.02560804  0.07944806]
 [ 0.20301455 -0.1024995  -0.16984928  0.12681119 -0.30711098 -0.17853443
  -0.00662376  0.19863942  0.24703226 -0.29259163]
 [ 0.03319879  0.10276421  0.24209712  0.23277769  0.0184414  -0.17951374
  -0.11833071 -0.12801932 -0.1511251  -0.31046263]
 [ 0.05684868  0.03950256 -0.0990143  -0.00826398  0.09840876  0.02104645
  -0.1000389  -0.18583634  0.06886303  0.25944439]
 [-0.00963157 -0.08157811 -0.06967001 -0.06522458  0.03547985 -0.1678999
   0.11985387  0.00963817  0.02670191 -0.00415605]
 [-0.00153523 -0.02595711  0.2293057   0.03270692 -0.08942482 -0.11186223
   0.21433042  0.04215916 -0.21659672  0.06620101]
 [ 0.03674512 -0.06899557  0.09179335 -0.04203497 -0.08477664  0.09114732
   0.17489085 -0.27082872 -0.05453761 -0.13806686]
 [-0.03306599  0.01813212  0.07621564 -0.0623161   0.06731601  0.19320002
   0.16437247  0.11695734 -0.04623196  0.15048023]
 [ 0.2307017   0.07399734  0.03500738  0.09487181  0.00318616 -0.02764546
  -0.17502069  0.14698475 -0.04379599  0.00133295]
 [-0.04939507 -0.2693711  -0.03388281 -0.08473828 -0.00527277 -0.06123519
   0.05371853  0.04868958  0.0302219   0.05764996]
 [-0.19272676  0.04414899 -0.0142165   0.10594451 -0.15325793 -0.1573213
  -0.10227725 -0.05145284  0.05152381 -0.01889315]
 [-0.02806316  0.03853722 -0.06215855  0.14299075  0.07548028  0.06765959
   0.09675001  0.17422459 -0.00797971  0.18720744]
 [ 0.17361865  0.05519862  0.19195205  0.01672658  0.03097949  0.14965893
   0.06106401  0.17321747  0.14599562 -0.07355431]
 [-0.11313633  0.10477173  0.21863884 -0.04109696  0.15945247  0.16053118
   0.02765487 -0.01083879 -0.07548319 -0.01451631]
 [-0.10375741 -0.02498939  0.02165471  0.08004627 -0.00946209  0.12211166
   0.27852493  0.02095603 -0.28490334 -0.10551345]
 [-0.16817003  0.12912259 -0.06399208 -0.27526195 -0.05850197  0.08457475
  -0.05746749  0.09891237 -0.15863135  0.11420934]
 [ 0.11152272 -0.07092662 -0.06918476 -0.02381966 -0.10500295 -0.04261485
  -0.14466978  0.14437893 -0.06472994 -0.05049827]
 [ 0.15381248 -0.11343744 -0.13738031  0.00078623  0.12826757 -0.06100574
  -0.07206881 -0.1459687   0.1329552  -0.08883924]
 [-0.13743792  0.1549586   0.24679154 -0.05127015  0.22382364  0.10659106
  -0.00440555 -0.2952141  -0.14609556 -0.08053476]
 [-0.32767501  0.21375762  0.02401953  0.00576484 -0.04076029 -0.18592836
  -0.16892091  0.23326975 -0.0753477   0.13456518]
 [ 0.13953028  0.12350562 -0.24582097 -0.10898215  0.10425693 -0.28029999
  -0.00103088 -0.16471466 -0.01713318 -0.19964306]
 [ 0.22295217 -0.07873761  0.06947779 -0.00570491 -0.08452752 -0.03941304
  -0.09411846 -0.13858983  0.11875451 -0.14809135]
 [-0.10230213  0.00920112  0.120682    0.11701998 -0.0739064  -0.10984617
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 [ 0.02069257 -0.08477395  0.21589802 -0.22194966  0.0459938   0.11125976
  -0.04315732 -0.10967317  0.03211348  0.26819962]]
[[ 0.16210645]
 [ 0.51587817]
 [ 0.17751063]
 [ 0.15898998]
 [-0.78969822]
 [-0.15567146]
 [-0.56653885]
 [-0.09111216]
 [ 0.07445766]
 [ 0.35227557]]
Progress: 1.8% ... Training loss: 0.722 ... Validation loss: 1.189[[  7.14458515e-02   1.34702700e-01  -1.81031059e-01   1.17936224e-02
   -4.79264877e-01   1.16464416e-02   1.38568503e-02   1.53540035e-01
   -1.62588047e-01   9.18489352e-02]
 [  2.25553294e-02   2.00918990e-01  -1.54456417e-02   4.85635273e-02
    6.34461949e-02  -1.01461449e-02   2.70502487e-01   4.08331123e-02
    1.44787833e-01  -1.49946208e-02]
 [  2.02482190e-01   4.09946812e-01   2.07062883e-02   1.76239655e-01
   -1.99796790e-01  -6.71304551e-02  -6.11542365e-01  -1.86208571e-02
    1.43100872e-01   4.07093594e-01]
 [ -2.66789873e-02  -3.50649022e-01  -2.29648979e-01  -3.66295168e-02
    3.51093795e-01   1.63307674e-01   2.22861769e-01   3.97540667e-02
   -9.03322320e-03   2.45819649e-02]
 [ -7.22706857e-03   2.27609025e-01  -1.54265465e-01   4.68221798e-02
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   -2.07634114e-01   6.99675338e-02]
 [ -3.61080136e-01  -2.64281555e-01  -2.92033603e-01   1.17921478e-01
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   -3.22686117e-02   1.86242477e-02]
 [  6.71357036e-05  -8.41394080e-02   1.18211890e-02   1.14356691e-01
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   -3.24140435e-02  -6.55801301e-02  -1.50950629e-01   1.19415318e-01
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 [ -1.61306574e-01  -3.15265681e-02  -3.08474305e-01  -2.79686843e-03
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 [  3.94488278e-02  -1.43466521e-01   7.81327517e-02   4.35390180e-03
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 [ -4.39629086e-02   1.68439011e-01  -3.73049494e-02   7.25526180e-02
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 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
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 [ -2.03111399e-01  -8.16845163e-02   1.26173654e-01   2.80655212e-01
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 [  1.08201615e-01  -3.55148990e-02  -2.19701513e-02   9.88079531e-02
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 [  6.35883765e-03  -1.01069186e-01  -2.27682341e-01   1.08072523e-01
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 [ -1.26619258e-01  -3.86425934e-02  -2.05499561e-01   1.52099251e-01
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 [  3.03737515e-02  -6.01905290e-02  -2.72604282e-01  -1.56370541e-02
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 [  5.76606259e-02   6.40474242e-02  -1.16234999e-01   4.61175442e-02
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 [  7.06516913e-02   2.33975864e-01  -1.69799746e-02   7.99879035e-03
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 [  1.04774397e-01   1.16768385e-02   4.04862916e-02   9.04136298e-02
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   -5.45464504e-02  -1.38093567e-01]
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 [  2.30640519e-01   7.38043923e-02   3.49403631e-02   9.48157382e-02
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   -4.38203135e-02   1.18552008e-03]
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 [  1.73949918e-01   5.62563890e-02   1.92342707e-01   1.70802624e-02
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 [  1.53470190e-01  -1.14339634e-01  -1.37757342e-01   4.35936462e-04
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 [ -1.37663066e-01   1.54281929e-01   2.46545395e-01  -5.14953184e-02
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   -1.46202495e-01  -8.10679492e-02]
 [ -3.27482276e-01   2.14252721e-01   2.42187848e-02   5.91619409e-03
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   -7.52650267e-02   1.34851086e-01]
 [  1.39362720e-01   1.23107148e-01  -2.45917077e-01  -1.09109922e-01
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   -1.71912052e-02  -1.99883318e-01]
 [  2.22498682e-01  -8.01454690e-02   6.89570353e-02  -6.17304833e-03
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 [ -1.02960428e-01   7.13984029e-03   1.19956254e-01   1.16378758e-01
   -7.06641792e-02  -1.09206469e-01   2.12515171e-01  -7.43045688e-02
    1.88093570e-01   3.51203188e-03]
 [  2.08027522e-02  -8.43370104e-02   2.16005019e-01  -2.21830722e-01
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    3.21643260e-02   2.68293934e-01]]
[[ 0.14704842]
 [ 0.50817146]
 [ 0.15986498]
 [ 0.14123923]
 [-0.81509783]
 [-0.1764481 ]
 [-0.59644568]
 [-0.10798826]
 [ 0.05313751]
 [ 0.3383287 ]]
Progress: 1.8% ... Training loss: 0.724 ... Validation loss: 1.251[[  7.31885852e-02   1.38929043e-01  -1.79059867e-01   1.33944572e-02
   -4.84426605e-01   9.81900270e-03   9.20306045e-03   1.52284045e-01
   -1.61936294e-01   9.51659764e-02]
 [  2.25553294e-02   2.00918990e-01  -1.54456417e-02   4.85635273e-02
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    1.44787833e-01  -1.49946208e-02]
 [  2.05421612e-01   4.17484228e-01   2.39932472e-02   1.79044747e-01
   -2.12684621e-01  -7.04382681e-02  -6.20532588e-01  -2.08195967e-02
    1.44174105e-01   4.13069676e-01]
 [ -3.05160696e-02  -3.61042236e-01  -2.33739725e-01  -4.01832491e-02
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   -1.04178474e-02   1.66228865e-02]
 [ -5.05830939e-03   2.32256090e-01  -1.51852381e-01   4.87993787e-02
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   -2.06845846e-01   7.39938630e-02]
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   -3.24826752e-02   1.71839365e-02]
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   -3.57292207e-02  -6.64629801e-02  -1.53065336e-01   1.18740415e-01
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 [  4.11565790e-02  -1.38694029e-01   7.99940851e-02   5.88748094e-03
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   -4.00727382e-02   1.62447035e-01]
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   -2.39100356e-02  -1.29940023e-01]
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   -1.06038716e-01  -1.00498282e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -2.03376987e-01  -8.24569464e-02   1.25862667e-01   2.80371179e-01
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   -2.01376591e-01   2.82151488e-02]
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 [  6.49000979e-03  -1.00616955e-01  -2.27512137e-01   1.08179116e-01
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   -1.26401732e-01  -4.82776656e-02]
 [ -1.26033306e-01  -3.68413922e-02  -2.04889236e-01   1.52641625e-01
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 [ -8.20416365e-02  -5.53016316e-02   2.69307911e-01   8.89067687e-02
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 [  9.12219941e-02   1.39641504e-01   1.11477166e-01   1.44871383e-01
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   -1.23667539e-03   1.26636894e-02]
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   -8.36463095e-02  -2.01997488e-01]
 [  1.04693252e-01   1.13907719e-02   4.03926797e-02   9.03295881e-02
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 [  1.18440005e-01  -7.64444517e-02   2.00688163e-02   3.57335205e-02
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   -2.59373376e-01  -3.30313494e-02]
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 [  6.18542299e-02   8.38541100e-02   1.32599067e-01  -1.60197937e-01
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 [  2.03254854e-01  -1.01621707e-01  -1.69578318e-01   1.27047393e-01
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 [  3.33309023e-02   1.03226335e-01   2.42250825e-01   2.32907268e-01
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   -1.51073925e-01  -3.10159648e-01]
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   -2.16559150e-01   6.64363912e-02]
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   -4.63467756e-02   1.49939765e-01]
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   -6.48616208e-02  -5.11628246e-02]
 [  1.53470322e-01  -1.14320335e-01  -1.37769162e-01   4.15395763e-04
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 [ -1.37654834e-01   1.53886459e-01   2.46569661e-01  -5.15060590e-02
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   -1.46199747e-01  -8.11244783e-02]
 [ -3.26774675e-01   2.15904073e-01   2.49703499e-02   6.55844329e-03
   -4.37803316e-02  -1.86760401e-01  -1.71328208e-01   2.32652438e-01
   -7.50117502e-02   1.36283847e-01]
 [  1.39450655e-01   1.23394666e-01  -2.45777736e-01  -1.09017431e-01
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   -1.71506020e-02  -1.99613640e-01]
 [  2.22472872e-01  -8.02119601e-02   6.89274559e-02  -6.22520889e-03
   -8.18768543e-02  -3.89188891e-02  -9.23408737e-02  -1.38296659e-01
    1.18546376e-01  -1.49121991e-01]
 [ -1.02307824e-01   9.21809613e-03   1.20673713e-01   1.16982516e-01
   -7.35615294e-02  -1.09895092e-01   2.10350253e-01  -7.47787098e-02
    1.88318510e-01   4.82556987e-03]
 [  2.12948770e-02  -8.28415769e-02   2.16529161e-01  -2.21358606e-01
    4.42127654e-02   1.10555763e-01  -4.49258095e-02  -1.10068402e-01
    3.23441521e-02   2.69133943e-01]]
[[ 0.17743781]
 [ 0.55428101]
 [ 0.18830002]
 [ 0.17531573]
 [-0.81068935]
 [-0.16130428]
 [-0.59074946]
 [-0.08358518]
 [ 0.08369698]
 [ 0.37597713]]
Progress: 1.9% ... Training loss: 0.710 ... Validation loss: 1.153[[  7.41824649e-02   1.41245455e-01  -1.77894608e-01   1.43161057e-02
   -4.86673432e-01   8.98762482e-03   7.25966251e-03   1.51792969e-01
   -1.61475756e-01   9.65839533e-02]
 [  2.25641472e-02   2.00876838e-01  -1.54536811e-02   4.85604076e-02
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    1.44786695e-01  -1.49886947e-02]
 [  2.07785050e-01   4.23489960e-01   2.65702402e-02   1.81312977e-01
   -2.20308534e-01  -7.24880620e-02  -6.26336426e-01  -2.19443881e-02
    1.45257771e-01   4.17056606e-01]
 [ -3.33906235e-02  -3.68955719e-01  -2.36719897e-01  -4.29810432e-02
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   -1.17861465e-02   1.09190823e-02]
 [ -5.65147654e-03   2.29765323e-01  -1.52542301e-01   4.80752134e-02
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   -2.07077688e-01   7.24077685e-02]
 [ -3.62101611e-01  -2.67550898e-01  -2.93175567e-01   1.16802350e-01
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   -3.26822749e-02   1.61479485e-02]
 [  1.52209940e-03  -8.03409562e-02   1.34200152e-02   1.15676611e-01
   -2.60175384e-01  -7.58459667e-02   1.07682503e-01  -1.85755321e-01
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 [  1.44152704e-01  -5.74400427e-02   5.13200946e-02  -3.09408776e-02
   -3.25598536e-02  -6.59347053e-02  -1.50651695e-01   1.19008203e-01
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   -1.03965051e-01   7.38250040e-02  -2.82735123e-01  -2.05148602e-02
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 [  4.16993798e-02  -1.37945122e-01   8.05470043e-02   6.25604553e-03
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   -3.98334300e-02   1.62813864e-01]
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   -2.41626070e-02  -1.31109962e-01]
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   -1.06163908e-01  -1.01062497e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.03635307e-01  -8.33490161e-02   1.25551420e-01   2.80073366e-01
   -1.75131195e-01  -8.62895590e-02  -1.70448628e-01  -2.54647213e-01
   -2.01496164e-01   2.76246624e-02]
 [  1.07807638e-01  -3.67884175e-02  -2.24305327e-02   9.83911191e-02
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 [  6.48561574e-03  -1.00527665e-01  -2.27471398e-01   1.08180117e-01
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   -1.26399956e-01  -4.82679399e-02]
 [ -1.26149503e-01  -3.71684940e-02  -2.04996874e-01   1.52537262e-01
   -7.53527527e-02   1.35062047e-01   1.64224850e-03  -2.50643290e-01
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 [ -8.19078953e-02  -5.48272733e-02   2.69470021e-01   8.90409475e-02
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 [  9.19959293e-02   1.41418230e-01   1.12319801e-01   1.45589266e-01
   -1.66109742e-01  -5.47238366e-02   1.05303081e-01   1.14256096e-01
   -8.56936038e-04   1.39432459e-02]
 [  3.07706340e-02  -5.94569433e-02  -2.72212453e-01  -1.52960453e-02
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 [  5.71910807e-02   6.26882081e-02  -1.16728620e-01   4.56419744e-02
   -1.42069183e-01   3.24698377e-01   1.99108289e-01   2.05182556e-01
   -1.67913778e-01  -3.71654797e-02]
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 [  9.59856016e-02   5.13406273e-02  -5.81252173e-02  -1.19732192e-01
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 [ -9.79849697e-02   2.28914230e-02  -1.48694746e-02   2.30006733e-02
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   -3.07178415e-01  -9.73837678e-03  -5.87656341e-02  -2.16292548e-02
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 [  7.00004067e-02   2.31993058e-01  -1.77035422e-02   7.33272779e-03
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   -8.38172365e-02  -2.02749028e-01]
 [  1.04048523e-01   9.37543440e-03   3.97051328e-02   8.96821327e-02
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    1.44654917e-01  -1.73252955e-01]
 [  1.17939052e-01  -7.79882042e-02   1.95461915e-02   3.52196808e-02
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   -2.59605939e-01  -3.41050759e-02]
 [ -3.36749986e-02  -1.87894755e-01   6.69130528e-02  -2.27741143e-02
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 [ -1.67685561e-01  -1.89680868e-02   1.23374526e-01   1.07558282e-01
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 [ -3.84500352e-02   1.83686529e-01   3.39514421e-01  -2.50060981e-02
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   -9.69564284e-02   2.25613334e-01]
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 [  6.20022304e-02   8.43094716e-02   1.32761797e-01  -1.60043425e-01
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 [  2.03492511e-01  -1.00868130e-01  -1.69322023e-01   1.27285979e-01
   -3.09026723e-01  -1.78992013e-01  -8.30089297e-03   1.98355252e-01
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 [  3.34100928e-02   1.03466869e-01   2.42334732e-01   2.32981913e-01
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   -1.51036751e-01  -3.09997413e-01]
 [  5.70750941e-02   4.03511090e-02  -9.87212675e-02  -8.00499280e-03
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 [ -9.76684072e-03  -8.19189013e-02  -6.98306914e-02  -6.53556589e-02
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 [ -1.46977083e-03  -2.57684381e-02   2.29362552e-01   3.27594718e-02
   -8.95376667e-02  -1.11983688e-01   2.14169502e-01   4.20742508e-02
   -2.16580396e-01   6.62837422e-02]
 [  3.67454313e-02  -6.90311753e-02   9.17658977e-02  -4.20660483e-02
   -8.43830988e-02   9.11545748e-02   1.74901187e-01  -2.70823435e-01
   -5.45531312e-02  -1.38084731e-01]
 [ -3.32697836e-02   1.75310821e-02   7.59718164e-02  -6.25261403e-02
    6.83319398e-02   1.93428912e-01   1.65027865e-01   1.17105802e-01
   -4.63244580e-02   1.50053510e-01]
 [  2.30594191e-01   7.37976069e-02   3.48855026e-02   9.47612223e-02
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   -4.38617045e-02   1.09884117e-03]
 [ -4.88173788e-02  -2.67588583e-01  -3.32728805e-02  -8.41729212e-02
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 [ -1.89677636e-01   5.20090262e-02  -1.09371725e-02   1.08756900e-01
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   -6.99814582e-03   1.91525059e-01]
 [  1.74600362e-01   5.82833292e-02   1.93069281e-01   1.77437740e-02
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 [ -1.12931940e-01   1.05427476e-01   2.18865602e-01  -4.08949754e-02
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   -7.53863691e-02  -1.40906400e-02]
 [ -1.03477087e-01  -2.41168716e-02   2.19672670e-02   8.03349429e-02
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   -2.84770772e-01  -1.04897225e-01]
 [ -1.68509094e-01   1.28047450e-01  -6.43531505e-02  -2.75597361e-01
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   -1.58770360e-01   1.13461888e-01]
 [  1.11135124e-01  -7.22142613e-02  -6.95997384e-02  -2.42215841e-02
   -1.03044303e-01  -4.22073972e-02  -1.43320476e-01   1.44614711e-01
   -6.49034416e-02  -5.13641444e-02]
 [  1.53150820e-01  -1.15433070e-01  -1.38130403e-01   6.38182975e-05
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 [ -1.37754344e-01   1.53450516e-01   2.46425500e-01  -5.16504319e-02
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   -1.46251645e-01  -8.14771105e-02]
 [ -3.26167709e-01   2.17414034e-01   2.56158738e-02   7.11508425e-03
   -4.60492362e-02  -1.87245761e-01  -1.72591063e-01   2.32378485e-01
   -7.47285186e-02   1.37152107e-01]
 [  1.39172892e-01   1.22404023e-01  -2.46035461e-01  -1.09302920e-01
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   -1.72735918e-02  -2.00233948e-01]
 [  2.22570421e-01  -7.98579329e-02   6.90163918e-02  -6.15584603e-03
   -8.19335692e-02  -3.89832894e-02  -9.26270170e-02  -1.38350995e-01
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 [ -1.02273842e-01   9.07662644e-03   1.20720408e-01   1.16975707e-01
   -7.29213112e-02  -1.09890850e-01   2.10415452e-01  -7.47946917e-02
    1.88328138e-01   4.72786396e-03]
 [  2.10217760e-02  -8.36629641e-02   2.16248463e-01  -2.21619149e-01
    4.56510960e-02   1.10795272e-01  -4.38889090e-02  -1.09944604e-01
    3.22203993e-02   2.68502086e-01]]
[[ 0.17626879]
 [ 0.5625533 ]
 [ 0.18867164]
 [ 0.17702737]
 [-0.8285543 ]
 [-0.16873953]
 [-0.60705536]
 [-0.08435131]
 [ 0.08479346]
 [ 0.37962406]]
Progress: 1.9% ... Training loss: 0.703 ... Validation loss: 1.153[[  7.54079161e-02   1.44522596e-01  -1.76594311e-01   1.55404907e-02
   -4.90488462e-01   7.84868549e-03   3.79144016e-03   1.51159684e-01
   -1.60893378e-01   9.89964853e-02]
 [  2.24633118e-02   2.00566849e-01  -1.55645513e-02   4.84552048e-02
    6.39581052e-02  -1.00424954e-02   2.70815878e-01   4.08809385e-02
    1.44737840e-01  -1.52012266e-02]
 [  2.09303742e-01   4.28052708e-01   2.83130396e-02   1.82919052e-01
   -2.26417233e-01  -7.39928125e-02  -6.31111793e-01  -2.27080684e-02
    1.46002197e-01   4.20327608e-01]
 [ -3.53627417e-02  -3.74332514e-01  -2.38912032e-01  -4.49653867e-02
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   -1.27354736e-02   6.98680539e-03]
 [ -4.86004376e-03   2.31421537e-01  -1.51746551e-01   4.87820601e-02
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   -2.06668175e-01   7.39265387e-02]
 [ -3.62452711e-01  -2.68705864e-01  -2.93604463e-01   1.16399328e-01
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   -3.28454341e-02   1.52801605e-02]
 [  1.38828128e-03  -8.09238297e-02   1.32457578e-02   1.15498929e-01
   -2.58925978e-01  -7.56406417e-02   1.08086362e-01  -1.85679373e-01
    1.88114761e-01   7.08669613e-02]
 [  1.43905415e-01  -5.82849592e-02   5.10654001e-02  -3.11915901e-02
   -3.08222466e-02  -6.57153392e-02  -1.49611481e-01   1.19100482e-01
    8.45116846e-02   5.60795627e-02]
 [ -1.60112325e-01  -2.76253458e-02  -3.07136063e-01  -1.60188509e-03
   -1.05161159e-01   7.35079079e-02  -2.83572483e-01  -2.06746435e-02
    2.78300085e-01  -1.02217619e-01]
 [  4.15896743e-02  -1.38466197e-01   8.04806736e-02   6.10742875e-03
    1.39246622e-02  -8.62321192e-02  -9.34632964e-02  -9.17062168e-02
   -3.99010448e-02   1.62506791e-01]
 [ -8.23262902e-02   1.28257967e-01  -7.42587351e-03  -1.64445365e-01
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 [  2.05673005e-02  -8.50430452e-02   2.15778902e-01  -2.22076797e-01
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[[ 0.17668852]
 [ 0.56611131]
 [ 0.18182264]
 [ 0.17585427]
 [-0.8452934 ]
 [-0.17644605]
 [-0.62111083]
 [-0.08829837]
 [ 0.08331638]
 [ 0.37678952]]
Progress: 1.9% ... Training loss: 0.697 ... Validation loss: 1.162[[  7.57421492e-02   1.45278260e-01  -1.76300543e-01   1.58591684e-02
   -4.91418384e-01   7.51986035e-03   3.17277366e-03   1.50978699e-01
   -1.60743643e-01   9.96035923e-02]
 [  2.23779198e-02   2.00327738e-01  -1.56530386e-02   4.83700450e-02
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    1.44699634e-01  -1.53838173e-02]
 [  2.09893702e-01   4.29815404e-01   2.89054034e-02   1.83530643e-01
   -2.28586777e-01  -7.46116074e-02  -6.33031926e-01  -2.30450484e-02
    1.46281515e-01   4.21750531e-01]
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   -1.32914639e-02   4.88193138e-03]
 [ -5.26143343e-03   2.30162074e-01  -1.52179867e-01   4.83448942e-02
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   -3.30125977e-02   1.45150255e-02]
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   -8.40916266e-02  -2.03928951e-01]
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 [  1.17054801e-01  -8.05805277e-02   1.86070773e-02   3.42959831e-02
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   -8.35411964e-02   9.13473805e-02   1.75555591e-01  -2.70729107e-01
   -5.46533404e-02  -1.38537664e-01]
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 [ -3.27057502e-01   2.14845276e-01   2.46986966e-02   6.23891284e-03
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 [ -1.02153596e-01   9.25556802e-03   1.20811246e-01   1.17042481e-01
   -7.26707810e-02  -1.09962786e-01   2.10314377e-01  -7.48363988e-02
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 [  2.03554926e-02  -8.59005795e-02   2.15504667e-01  -2.22286834e-01
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[[ 0.16204331]
 [ 0.55241524]
 [ 0.1664858 ]
 [ 0.15956922]
 [-0.86920772]
 [-0.19466376]
 [-0.64364739]
 [-0.10370051]
 [ 0.06684417]
 [ 0.35899181]]
Progress: 2.0% ... Training loss: 0.699 ... Validation loss: 1.220[[  7.56239630e-02   1.44559862e-01  -1.76405005e-01   1.57253153e-02
   -4.90066317e-01   7.63541544e-03   3.87001750e-03   1.51022781e-01
   -1.60773966e-01   9.92614863e-02]
 [  2.22547517e-02   1.99912518e-01  -1.57737001e-02   4.82471629e-02
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    1.44649120e-01  -1.56419293e-02]
 [  2.10454966e-01   4.31238008e-01   2.95095391e-02   1.84116572e-01
   -2.31220089e-01  -7.53412397e-02  -6.35311938e-01  -2.34012012e-02
    1.46524481e-01   4.22908630e-01]
 [ -3.71358212e-02  -3.79739317e-01  -2.40607032e-01  -4.66414032e-02
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   -1.35547147e-02   3.69141488e-03]
 [ -5.62472910e-03   2.28967672e-01  -1.52518187e-01   4.80170467e-02
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   -3.30823366e-02   1.40688322e-02]
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   -1.06412987e-01  -1.02381546e-01]
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   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -2.04414710e-01  -8.59998950e-02   1.24625214e-01   2.79164989e-01
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   -8.41249726e-02  -2.04106636e-01]
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 [  1.16644405e-01  -8.18912467e-02   1.81862881e-02   3.38796544e-02
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 [  3.35089193e-02   1.03764550e-01   2.42445772e-01   2.33086426e-01
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   -6.54498162e-02  -5.38321780e-02]
 [  1.53434098e-01  -1.14450183e-01  -1.37816707e-01   3.45911674e-04
    1.31051512e-01  -6.05469553e-02  -7.01605805e-02  -1.45722738e-01
    1.32771745e-01  -8.97181405e-02]
 [ -1.38797800e-01   1.49899689e-01   2.45304223e-01  -5.27412996e-02
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   -1.46741672e-01  -8.37114289e-02]
 [ -3.27047362e-01   2.14847426e-01   2.47219827e-02   6.24273025e-03
   -4.19056807e-02  -1.86427781e-01  -1.70138567e-01   2.32772207e-01
   -7.51374049e-02   1.35455457e-01]
 [  1.39596628e-01   1.23286026e-01  -2.45593196e-01  -1.08887051e-01
    1.05040861e-01  -2.80461052e-01  -8.99666691e-04  -1.64798535e-01
   -1.70383436e-02  -1.99452851e-01]
 [  2.21743898e-01  -8.25421476e-02   6.80704809e-02  -7.05731500e-03
   -7.74076573e-02  -3.80287978e-02  -8.98554642e-02  -1.37881925e-01
    1.18141900e-01  -1.50686882e-01]
 [ -1.02180899e-01   9.01579869e-03   1.20772355e-01   1.16981536e-01
   -7.20680147e-02  -1.09887875e-01   2.10480818e-01  -7.48069506e-02
    1.88367342e-01   4.72413978e-03]
 [  2.05364937e-02  -8.53217444e-02   2.15690203e-01  -2.22089419e-01
    4.85721171e-02   1.11185171e-01  -4.17856673e-02  -1.09776111e-01
    3.19862328e-02   2.67170897e-01]]
[[ 0.15681146]
 [ 0.54857611]
 [ 0.16081176]
 [ 0.15231696]
 [-0.87922228]
 [-0.19994839]
 [-0.65459623]
 [-0.10759378]
 [ 0.06107633]
 [ 0.35325963]]
Progress: 2.0% ... Training loss: 0.704 ... Validation loss: 1.245[[  7.72354499e-02   1.49161260e-01  -1.74705020e-01   1.72358454e-02
   -4.96720436e-01   5.69377266e-03  -1.25167540e-03   1.49900450e-01
   -1.60131137e-01   1.02252441e-01]
 [  2.22372160e-02   1.99850777e-01  -1.57918671e-02   4.82299675e-02
    6.50865767e-02  -9.78924677e-03   2.71610357e-01   4.10147624e-02
    1.44642530e-01  -1.56818553e-02]
 [  2.11902586e-01   4.35145609e-01   3.10274024e-02   1.85420418e-01
   -2.36549883e-01  -7.70063648e-02  -6.39260444e-01  -2.43811961e-02
    1.47089747e-01   4.25210734e-01]
 [ -3.94934095e-02  -3.86960322e-01  -2.43067184e-01  -4.88571966e-02
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   -1.44794880e-02  -1.09440074e-03]
 [ -4.58312207e-03   2.31344432e-01  -1.51475787e-01   4.89117275e-02
    5.92341138e-02  -1.75742993e-01  -4.46013388e-02  -1.17955697e-01
   -2.06590884e-01   7.34368247e-02]
 [ -3.62762863e-01  -2.69775783e-01  -2.94010909e-01   1.16016197e-01
    1.96737117e-01   7.14975826e-02  -3.95728255e-03  -3.04978871e-02
   -3.29960341e-02   1.44712932e-02]
 [  1.29785267e-03  -8.19008494e-02   1.31749616e-02   1.15299592e-01
   -2.56693768e-01  -7.55899059e-02   1.08806200e-01  -1.85792626e-01
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 [  1.43569376e-01  -5.99829315e-02   5.06532309e-02  -3.15394682e-02
   -2.79820570e-02  -6.54032379e-02  -1.47715481e-01   1.19235487e-01
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 [ -1.60554783e-01  -2.89790176e-02  -3.07575661e-01  -2.04288687e-03
   -1.02653922e-01   7.40049349e-02  -2.81806786e-01  -2.04105327e-02
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 [  4.18608653e-02  -1.38744324e-01   8.06646359e-02   6.18777681e-03
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   -3.98384551e-02   1.62342830e-01]
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   -2.46361294e-02  -1.33293712e-01]
 [ -4.50109565e-02   1.65120482e-01  -3.84283967e-02   7.14637865e-02
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   -1.06485687e-01  -1.02787580e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.04287374e-01  -8.55657123e-02   1.24767247e-01   2.79302177e-01
   -1.71529395e-01  -8.55399942e-02  -1.68049705e-01  -2.54294736e-01
   -2.01825470e-01   2.60449834e-02]
 [  1.07423960e-01  -3.79550364e-02  -2.28915298e-02   9.79986996e-02
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    1.47955651e-02   8.23397738e-03]
 [  7.16954772e-03  -9.85394679e-02  -2.26748849e-01   1.08867649e-01
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   -1.26088188e-01  -4.67673620e-02]
 [ -1.26861583e-01  -3.97392788e-02  -2.05762019e-01   1.51747434e-01
   -7.06201376e-02   1.35862056e-01   4.22337338e-03  -2.50309065e-01
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 [ -8.19117579e-02  -5.51873964e-02   2.69476719e-01   8.89928651e-02
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 [  9.20222260e-02   1.41212248e-01   1.12346712e-01   1.45593673e-01
   -1.64989672e-01  -5.47260078e-02   1.05494310e-01   1.14210766e-01
   -8.47665595e-04   1.38777660e-02]
 [  2.99854719e-02  -6.23136884e-02  -2.73107632e-01  -1.61603532e-02
    1.12076524e-01  -1.13289492e-01   8.19941085e-02   1.58928802e-01
    1.25391742e-01   1.60978385e-02]
 [  5.68746885e-02   6.16375611e-02  -1.17034818e-01   4.53651709e-02
   -1.40073148e-01   3.24957812e-01   2.00489966e-01   2.05305381e-01
   -1.68039123e-01  -3.78978637e-02]
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 [  9.53005093e-02   4.90837501e-02  -5.87903880e-02  -1.20412733e-01
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 [ -9.80747418e-02   2.28595204e-02  -1.49570695e-02   2.29166630e-02
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 [ -1.30541123e-01  -1.28741361e-02  -1.91049350e-01   1.51435349e-02
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 [  6.91391816e-02   2.29260668e-01  -1.86326558e-02   6.43970584e-03
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   -8.42076584e-02  -2.04577740e-01]
 [  1.02770648e-01   5.17666310e-03   3.83572592e-02   8.83731129e-02
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    1.44098192e-01  -1.76093174e-01]
 [  1.16317679e-01  -8.30007677e-02   1.78476678e-02   3.35556961e-02
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   -2.60331971e-01  -3.76787078e-02]
 [ -3.52513559e-02  -1.92921632e-01   6.52739566e-02  -2.43757143e-02
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 [ -1.69238884e-01  -2.39748259e-02   1.21748550e-01   1.05982411e-01
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 [ -3.99739363e-02   1.78678159e-01   3.37922429e-01  -2.65493184e-02
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   -9.76269810e-02   2.22412244e-01]
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 [  6.25964676e-02   8.61055828e-02   1.33360443e-01  -1.59443068e-01
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 [  2.05116595e-01  -9.59643174e-02  -1.67622603e-01   1.28976742e-01
   -3.16559638e-01  -1.80754148e-01  -1.36885309e-02   1.97446874e-01
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 [  3.34862651e-02   1.03686272e-01   2.42421226e-01   2.33062955e-01
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   -1.51001333e-01  -3.09847733e-01]
 [  5.67227967e-02   3.92417925e-02  -9.90895079e-02  -8.36442099e-03
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    6.87962130e-02   2.59070217e-01]
 [ -9.64731549e-03  -8.13574843e-02  -6.96582508e-02  -6.52120627e-02
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    2.66987587e-02  -4.21983796e-03]
 [ -7.71793829e-04  -2.36334476e-02   2.30070083e-01   3.34776893e-02
   -9.23390447e-02  -1.12712428e-01   2.11876171e-01   4.16848820e-02
   -2.16262008e-01   6.75984286e-02]
 [  3.64876284e-02  -6.97548704e-02   9.14907999e-02  -4.23331789e-02
   -8.33248348e-02   9.14029983e-02   1.75692987e-01  -2.70701130e-01
   -5.46734141e-02  -1.38625310e-01]
 [ -3.35402958e-02   1.67343438e-02   7.56763752e-02  -6.28058187e-02
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   -4.64581040e-02   1.49422904e-01]
 [  2.30783456e-01   7.44600480e-02   3.50422011e-02   9.49040898e-02
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   -4.37894214e-02   1.41041671e-03]
 [ -4.81487391e-02  -2.65686710e-01  -3.25557751e-02  -8.34857067e-02
   -9.91963897e-03  -6.25060321e-02   5.00759120e-02   4.79709827e-02
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 [ -1.88271429e-01   5.61761312e-02  -9.51636068e-03   1.10130832e-01
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 [ -2.28270305e-02   5.40047666e-02  -5.65565469e-02   1.48085892e-01
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   -5.74599692e-03   1.97310861e-01]
 [  1.75578475e-01   6.11016073e-02   1.94102871e-01   1.87140039e-02
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 [ -1.12378295e-01   1.07262513e-01   2.19443614e-01  -4.03340903e-02
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   -7.51278407e-02  -1.29573419e-02]
 [ -1.03480224e-01  -2.40887558e-02   2.19363789e-02   8.03116123e-02
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   -2.84776184e-01  -1.04919391e-01]
 [ -1.68979205e-01   1.26442794e-01  -6.48652796e-02  -2.76096643e-01
   -5.42131000e-02   8.55077179e-02  -5.45902440e-02   9.94226076e-02
   -1.58985734e-01   1.12404673e-01]
 [  1.09816312e-01  -7.63705765e-02  -7.10185048e-02  -2.55686984e-02
   -9.69636894e-02  -4.07716761e-02  -1.38985121e-01   1.45359072e-01
   -6.55097211e-02  -5.41700723e-02]
 [  1.53691656e-01  -1.13527432e-01  -1.37526334e-01   6.14511011e-04
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 [ -1.38917087e-01   1.49515925e-01   2.45182250e-01  -5.28618259e-02
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   -1.46789641e-01  -8.39608745e-02]
 [ -3.26357367e-01   2.16625527e-01   2.54281701e-02   6.89174527e-03
   -4.51954004e-02  -1.87233180e-01  -1.72008777e-01   2.32291240e-01
   -7.48597774e-02   1.36538629e-01]
 [  1.39650863e-01   1.23490500e-01  -2.45574746e-01  -1.08844423e-01
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   -1.70253884e-02  -1.99387922e-01]
 [  2.22041969e-01  -8.16562519e-02   6.84213219e-02  -6.76066513e-03
   -7.84432219e-02  -3.84318674e-02  -9.07894824e-02  -1.38103299e-01
    1.18275213e-01  -1.50089250e-01]
 [ -1.02303697e-01   8.38905672e-03   1.20608749e-01   1.16806730e-01
   -7.05161088e-02  -1.09664391e-01   2.11055323e-01  -7.47020847e-02
    1.88311193e-01   4.37553056e-03]
 [  2.03278527e-02  -8.60273165e-02   2.15503480e-01  -2.22284586e-01
    4.98041890e-02   1.11443405e-01  -4.07969664e-02  -1.09648428e-01
    3.19078326e-02   2.66719327e-01]]
[[ 0.170335  ]
 [ 0.57034883]
 [ 0.17179332]
 [ 0.16998545]
 [-0.88042716]
 [-0.19479655]
 [-0.65410621]
 [-0.09472962]
 [ 0.07338957]
 [ 0.3721086 ]]
Progress: 2.1% ... Training loss: 0.690 ... Validation loss: 1.193[[  7.90509121e-02   1.54218656e-01  -1.72773572e-01   1.90455606e-02
   -5.03058331e-01   3.65855539e-03  -6.46669132e-03   1.48896277e-01
   -1.59321781e-01   1.05675775e-01]
 [  2.20707288e-02   1.99326219e-01  -1.59771396e-02   4.80443653e-02
    6.60558046e-02  -9.58622213e-03   2.72235679e-01   4.11156784e-02
    1.44565228e-01  -1.60569339e-02]
 [  2.14788799e-01   4.43469256e-01   3.40179909e-02   1.88433217e-01
   -2.48921677e-01  -8.04426771e-02  -6.48171373e-01  -2.60407254e-02
    1.48365508e-01   4.30760570e-01]
 [ -4.19773861e-02  -3.93872157e-01  -2.45460806e-01  -5.12565881e-02
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   -1.55359842e-02  -5.81184159e-03]
 [ -3.17563417e-03   2.34852359e-01  -1.49837927e-01   5.03827671e-02
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   -2.05928001e-01   7.59516179e-02]
 [ -3.63215096e-01  -2.71078730e-01  -2.94495496e-01   1.15511507e-01
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   -3.32039230e-02   1.34353483e-02]
 [  1.52891779e-03  -8.10742323e-02   1.34277753e-02   1.15510297e-01
   -2.57020932e-01  -7.58262216e-02   1.07776318e-01  -1.85924386e-01
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 [  1.44417492e-01  -5.77530681e-02   5.15781432e-02  -3.06535108e-02
   -3.09515299e-02  -6.64186509e-02  -1.49544969e-01   1.18752912e-01
    8.47484798e-02   5.63701660e-02]
 [ -1.60237906e-01  -2.80340012e-02  -3.07206357e-01  -1.71912938e-03
   -1.03890000e-01   7.36413002e-02  -2.82839058e-01  -2.05944468e-02
    2.78246347e-01  -1.02468186e-01]
 [  4.27453443e-02  -1.36172626e-01   8.15741904e-02   7.03368632e-03
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   -3.94347748e-02   1.63674463e-01]
 [ -8.26601067e-02   1.26983419e-01  -7.74453784e-03  -1.64767706e-01
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 [  2.10485684e-02  -8.38414124e-02   2.16252827e-01  -2.21531581e-01
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[[ 0.18942649]
 [ 0.59689468]
 [ 0.18527908]
 [ 0.18628058]
 [-0.88542609]
 [-0.18805065]
 [-0.65933448]
 [-0.08153388]
 [ 0.08835357]
 [ 0.39583962]]
Progress: 2.1% ... Training loss: 0.682 ... Validation loss: 1.141[[  8.03330094e-02   1.57718416e-01  -1.71598461e-01   2.03076269e-02
   -5.07475608e-01   2.45807996e-03  -9.98134113e-03   1.48362072e-01
   -1.58738635e-01   1.07939481e-01]
 [  2.22137393e-02   1.99593007e-01  -1.58483251e-02   4.81772325e-02
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    1.44631730e-01  -1.57604513e-02]
 [  2.16957776e-01   4.50231269e-01   3.62203292e-02   1.90686571e-01
   -2.58283459e-01  -8.26987863e-02  -6.54905368e-01  -2.69910529e-02
    1.49381008e-01   4.35127244e-01]
 [ -4.32416872e-02  -3.96934279e-01  -2.46585000e-01  -5.24182014e-02
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   -1.60954424e-02  -8.14111172e-03]
 [ -3.55394145e-03   2.32656321e-01  -1.50264116e-01   4.98615660e-02
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   -3.34333832e-02   1.22536702e-02]
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   -1.06726662e-01  -1.04057721e-01]
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   -2.60650870e-01  -3.92387193e-02]
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   -2.16006562e-01   6.86570211e-02]
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   -5.45363332e-02  -1.38094716e-01]
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 [  1.53839793e-01  -1.13164832e-01  -1.37348939e-01   7.71822456e-04
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   -1.47020604e-01  -8.51031807e-02]
 [ -3.26778768e-01   2.14984682e-01   2.50118402e-02   6.42930427e-03
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   -7.50587821e-02   1.35466151e-01]
 [  1.39694893e-01   1.23762703e-01  -2.45535830e-01  -1.08813882e-01
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   -1.70220616e-02  -1.99355277e-01]
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   -8.19858079e-02  -3.93764217e-02  -9.37275678e-02  -1.38530082e-01
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 [ -1.02502189e-01   7.59011306e-03   1.20421189e-01   1.16597302e-01
   -6.86817150e-02  -1.09449893e-01   2.12044619e-01  -7.46207703e-02
    1.88212199e-01   3.88390441e-03]
 [  2.13209443e-02  -8.28509238e-02   2.16528881e-01  -2.21225864e-01
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    3.23676550e-02   2.68365372e-01]]
[[ 0.19590324]
 [ 0.60461721]
 [ 0.18638267]
 [ 0.18713243]
 [-0.89612576]
 [-0.18871238]
 [-0.66967558]
 [-0.08071758]
 [ 0.09309981]
 [ 0.39948532]]
Progress: 2.2% ... Training loss: 0.678 ... Validation loss: 1.133[[  8.21216053e-02   1.63107359e-01  -1.69858674e-01   2.20897243e-02
   -5.14075988e-01   6.61744825e-04  -1.54792009e-02   1.47580521e-01
   -1.57860958e-01   1.11595869e-01]
 [  2.21854761e-02   1.99345361e-01  -1.58639600e-02   4.81404047e-02
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    1.44620792e-01  -1.58256540e-02]
 [  2.18110972e-01   4.53863715e-01   3.75132495e-02   1.91955589e-01
   -2.62646730e-01  -8.38817781e-02  -6.58091123e-01  -2.75348588e-02
    1.49975547e-01   4.37630923e-01]
 [ -4.51627841e-02  -4.02523589e-01  -2.48422953e-01  -5.42448334e-02
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   -1.69895577e-02  -1.17598628e-02]
 [ -3.34000444e-03   2.32386176e-01  -1.50117991e-01   4.99441313e-02
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   -2.06018511e-01   7.52152779e-02]
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   -3.34265418e-02   1.22526215e-02]
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   -3.87598687e-02   1.66167425e-01]
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   -2.47356106e-02  -1.33556885e-01]
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   -1.06928716e-01  -1.04922246e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -2.04903346e-01  -8.77451317e-02   1.24043172e-01   2.78574337e-01
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   -2.02127804e-01   2.45463687e-02]
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   -1.25925907e-01  -4.61616502e-02]
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 [  9.14616348e-02   1.39304273e-01   1.11748828e-01   1.44993798e-01
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   -8.43843904e-02  -2.05371325e-01]
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 [  1.15180505e-01  -8.65386263e-02   1.67439386e-02   3.24026284e-02
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   -6.58991845e-02  -5.58624501e-02]
 [  1.54532173e-01  -1.11350498e-01  -1.36733912e-01   1.41984745e-03
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 [ -1.39593360e-01   1.47207147e-01   2.44489369e-01  -5.35999403e-02
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   -1.47107678e-01  -8.54534620e-02]
 [ -3.27276480e-01   2.13490848e-01   2.45007301e-02   5.92522423e-03
   -4.02610530e-02  -1.86296462e-01  -1.68630618e-01   2.32678511e-01
   -7.53048929e-02   1.34397718e-01]
 [  1.39820480e-01   1.24226692e-01  -2.45420354e-01  -1.08683537e-01
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   -1.69638156e-02  -1.99114015e-01]
 [  2.23474226e-01  -7.69489673e-02   6.98524771e-02  -5.35304669e-03
   -8.33859845e-02  -3.99369698e-02  -9.49207482e-02  -1.38774318e-01
    1.18922377e-01  -1.47071983e-01]
 [ -1.03089909e-01   5.77780732e-03   1.19866019e-01   1.16031515e-01
   -6.57234021e-02  -1.08871042e-01   2.14060633e-01  -7.43716584e-02
    1.87927661e-01   2.66702737e-03]
 [  2.15087081e-02  -8.23385869e-02   2.16687922e-01  -2.21043210e-01
    4.51194028e-02   1.10171758e-01  -4.41295694e-02  -1.10258429e-01
    3.24469366e-02   2.68608261e-01]]
[[ 0.20400547]
 [ 0.6110678 ]
 [ 0.18807615]
 [ 0.19231923]
 [-0.90425752]
 [-0.18952711]
 [-0.67628698]
 [-0.07875127]
 [ 0.0992982 ]
 [ 0.40605762]]
Progress: 2.2% ... Training loss: 0.675 ... Validation loss: 1.120[[  8.26372015e-02   1.64369036e-01  -1.69492443e-01   2.24933512e-02
   -5.15052372e-01   2.41045346e-04  -1.68412916e-02   1.47383233e-01
   -1.57623244e-01   1.12460504e-01]
 [  2.21325688e-02   1.99198734e-01  -1.59084535e-02   4.80948742e-02
    6.59409413e-02  -9.64921352e-03   2.72242305e-01   4.10954543e-02
    1.44596984e-01  -1.59204020e-02]
 [  2.18134582e-01   4.53518323e-01   3.76310589e-02   1.92013477e-01
   -2.62830590e-01  -8.39507018e-02  -6.57820486e-01  -2.75765383e-02
    1.50013857e-01   4.37880665e-01]
 [ -4.55109696e-02  -4.03365513e-01  -2.48757213e-01  -5.45972279e-02
    4.20022925e-01   1.82463640e-01   2.82843861e-01   5.03003067e-02
   -1.72067657e-02  -1.22421632e-02]
 [ -3.33013621e-03   2.32541266e-01  -1.50011967e-01   5.00166012e-02
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   -2.05977789e-01   7.52953662e-02]
 [ -3.63885471e-01  -2.73350531e-01  -2.95364227e-01   1.14702308e-01
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   -3.35598854e-02   1.16037059e-02]
 [  2.33536902e-03  -7.90775849e-02   1.41012416e-02   1.16197100e-01
   -2.58018500e-01  -7.65320472e-02   1.05707064e-01  -1.86228737e-01
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 [  1.43316859e-01  -6.08832360e-02   5.06590768e-02  -3.16061873e-02
   -2.56134693e-02  -6.54628520e-02  -1.45328545e-01   1.19128511e-01
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 [ -1.60016681e-01  -2.72446525e-02  -3.07003681e-01  -1.50275765e-03
   -1.04394435e-01   7.35171104e-02  -2.83151639e-01  -2.06922688e-02
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 [  4.34273052e-02  -1.34207799e-01   8.21162072e-02   7.63662882e-03
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   -3.91532178e-02   1.64506381e-01]
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   -2.46391527e-02  -1.33183484e-01]
 [ -4.64700776e-02   1.60709987e-01  -3.97370417e-02   7.00442766e-02
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   -1.07155598e-01  -1.05847418e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.05251298e-01  -8.87157009e-02   1.23680618e-01   2.78207148e-01
   -1.66354463e-01  -8.43948129e-02  -1.64450314e-01  -2.53803811e-01
   -2.02306179e-01   2.37928646e-02]
 [  1.07115213e-01  -3.87433019e-02  -2.32376255e-02   9.76734851e-02
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 [  7.98688183e-03  -9.64099153e-02  -2.26053947e-01   1.09625387e-01
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   -1.25693624e-01  -4.53056601e-02]
 [ -1.26344045e-01  -3.83747403e-02  -2.05266197e-01   1.52191257e-01
   -7.10998559e-02   1.35442229e-01   2.50786728e-03  -2.50470578e-01
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 [ -8.12375801e-02  -5.30436840e-02   2.70092646e-01   8.96258368e-02
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 [  9.10704031e-02   1.38072453e-01   1.11434032e-01   1.44645582e-01
   -1.60216424e-01  -5.37735545e-02   1.08992773e-01   1.14610216e-01
   -1.29609063e-03   1.18227802e-02]
 [  3.04778918e-02  -6.07121895e-02  -2.72548720e-01  -1.55937206e-02
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    1.25627631e-01   1.69270723e-02]
 [  5.54611763e-02   5.70342428e-02  -1.18389179e-01   4.39491606e-02
   -1.33012222e-01   3.26291122e-01   2.05504583e-01   2.05871367e-01
   -1.68753790e-01  -4.08634718e-02]
 [ -4.52275711e-03  -4.59524868e-02   1.11307936e-01   9.41365953e-02
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 [  9.57522806e-02   5.04585396e-02  -5.83471518e-02  -1.19953825e-01
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   -3.06047625e-01  -9.49830547e-03  -5.81070376e-02  -2.15028666e-02
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 [  6.84037298e-02   2.27046489e-01  -1.93181273e-02   5.71976483e-03
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   -8.45571132e-02  -2.06060462e-01]
 [  1.01249265e-01   5.38491270e-04   3.68979706e-02   8.68759177e-02
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    1.43389765e-01  -1.79286695e-01]
 [  1.14768656e-01  -8.77833019e-02   1.63390628e-02   3.19937227e-02
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   -2.61062800e-01  -4.09208903e-02]
 [ -3.69867262e-02  -1.97864989e-01   6.35665626e-02  -2.61402019e-02
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 [ -1.71136694e-01  -2.97244333e-02   1.19889115e-01   1.04116799e-01
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 [ -4.17314529e-02   1.73471225e-01   3.36236827e-01  -2.82907162e-02
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   -9.84605866e-02   2.18831425e-01]
 [ -4.41680916e-02   2.87241056e-02  -1.36054890e-01   1.17607685e-02
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 [  6.33448235e-02   8.85836324e-02   1.34159635e-01  -1.58644349e-01
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 [  2.07014503e-01  -9.01472589e-02  -1.65849304e-01   1.30880406e-01
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 [  3.41000737e-02   1.05441793e-01   2.42997252e-01   2.33641507e-01
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   -1.50712985e-01  -3.08615519e-01]
 [  5.62356799e-02   3.78275512e-02  -9.95881713e-02  -8.86780137e-03
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 [ -9.26070212e-03  -8.00756960e-02  -6.92689779e-02  -6.48308026e-02
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 [ -2.13002770e-04  -2.20254015e-02   2.30548310e-01   3.40376046e-02
   -9.45618254e-02  -1.13259379e-01   2.10098993e-01   4.14219122e-02
   -2.16006507e-01   6.86323428e-02]
 [  3.67578268e-02  -6.90892022e-02   9.17608464e-02  -4.20602879e-02
   -8.41641328e-02   9.11013484e-02   1.74841350e-01  -2.70830035e-01
   -5.45517875e-02  -1.38156519e-01]
 [ -3.36495211e-02   1.65220114e-02   7.56114490e-02  -6.28807799e-02
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   -4.64987119e-02   1.49079934e-01]
 [  2.30787387e-01   7.45923308e-02   3.50367415e-02   9.49097292e-02
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   -4.37733387e-02   1.37272394e-03]
 [ -4.68844667e-02  -2.62194095e-01  -3.13752450e-02  -8.22393509e-02
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 [ -1.86335286e-01   6.13810817e-02  -7.62428691e-03   1.11955570e-01
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   -4.43468948e-03   2.02822142e-01]
 [  1.77062464e-01   6.56361204e-02   1.95594483e-01   2.02317007e-02
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   -7.48562366e-02  -1.17978139e-02]
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   -2.84733510e-01  -1.04794264e-01]
 [ -1.69481639e-01   1.24830384e-01  -6.53705508e-02  -2.76607720e-01
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   -1.59232315e-01   1.11375064e-01]
 [  1.08792183e-01  -7.94446390e-02  -7.20242681e-02  -2.66202682e-02
   -9.24662010e-02  -3.97104895e-02  -1.35624418e-01   1.45835670e-01
   -6.60157423e-02  -5.63307340e-02]
 [  1.54500670e-01  -1.11403729e-01  -1.36726733e-01   1.39518946e-03
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 [ -1.39798262e-01   1.46555530e-01   2.44273035e-01  -5.38169090e-02
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   -1.47216061e-01  -8.58726743e-02]
 [ -3.27822505e-01   2.11829629e-01   2.39830583e-02   5.39834525e-03
   -3.78636978e-02  -1.85792399e-01  -1.66862088e-01   2.32886666e-01
   -7.55626335e-02   1.33343479e-01]
 [  1.39580137e-01   1.23465766e-01  -2.45626254e-01  -1.08907339e-01
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   -1.70840965e-02  -1.99618033e-01]
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   -8.27626676e-02  -3.98090911e-02  -9.46670476e-02  -1.38717505e-01
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 [ -1.03224047e-01   5.27116013e-03   1.19665007e-01   1.15862641e-01
   -6.47417453e-02  -1.08725953e-01   2.14665422e-01  -7.43134169e-02
    1.87846273e-01   2.34723787e-03]
 [  2.17523877e-02  -8.15359295e-02   2.16908092e-01  -2.20813148e-01
    4.41989320e-02   1.09939851e-01  -4.46903854e-02  -1.10350522e-01
    3.25658128e-02   2.69021372e-01]]
[[ 0.19547765]
 [ 0.60028298]
 [ 0.17689052]
 [ 0.18217141]
 [-0.92086562]
 [-0.20047056]
 [-0.68724122]
 [-0.0905864 ]
 [ 0.09028031]
 [ 0.39256012]]
Progress: 2.3% ... Training loss: 0.673 ... Validation loss: 1.154[[  8.31282866e-02   1.65306085e-01  -1.68956525e-01   2.29842137e-02
   -5.16088170e-01  -2.78717307e-04  -1.80846009e-02   1.47114734e-01
   -1.57357050e-01   1.13375231e-01]
 [  2.20457057e-02   1.98886491e-01  -1.59852272e-02   4.80104690e-02
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    1.44559092e-01  -1.60987115e-02]
 [  2.18233304e-01   4.53817321e-01   3.77296142e-02   1.92068229e-01
   -2.61612528e-01  -8.40763659e-02  -6.58246009e-01  -2.76302221e-02
    1.50066553e-01   4.38106327e-01]
 [ -4.62532275e-02  -4.05094256e-01  -2.49358161e-01  -5.51839152e-02
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   -1.75352485e-02  -1.35203572e-02]
 [ -3.46422352e-03   2.31887959e-01  -1.50236104e-01   4.97093006e-02
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   -2.06107844e-01   7.46285128e-02]
 [ -3.64218059e-01  -2.74390562e-01  -2.95646992e-01   1.14402113e-01
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   -3.36924489e-02   1.10117217e-02]
 [  1.75788089e-03  -8.10163139e-02   1.36272359e-02   1.15638058e-01
   -2.54562721e-01  -7.59463838e-02   1.07833334e-01  -1.85983702e-01
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 [  1.42656779e-01  -6.29238522e-02   5.00349002e-02  -3.22671446e-02
   -2.20527277e-02  -6.47577129e-02  -1.43313743e-01   1.19452240e-01
    8.39173267e-02   5.29927329e-02]
 [ -1.59654766e-01  -2.61133569e-02  -3.06655800e-01  -1.15675643e-03
   -1.05937683e-01   7.31536038e-02  -2.84349234e-01  -2.08675165e-02
    2.78467921e-01  -1.01420130e-01]
 [  4.26357756e-02  -1.36853656e-01   8.14633729e-02   6.87276630e-03
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   -3.94908295e-02   1.62929431e-01]
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[[ 0.18386326]
 [ 0.5912199 ]
 [ 0.16566162]
 [ 0.17045047]
 [-0.93871135]
 [-0.21243072]
 [-0.7027826 ]
 [-0.10083781]
 [ 0.07838065]
 [ 0.38058514]]
Progress: 2.4% ... Training loss: 0.677 ... Validation loss: 1.197[[  8.55903610e-02   1.72407456e-01  -1.66773097e-01   2.53250588e-02
   -5.27212340e-01  -3.23095431e-03  -2.63372695e-02   1.45723325e-01
   -1.56269894e-01   1.18017626e-01]
 [  2.19969855e-02   1.98740347e-01  -1.60213111e-02   4.79749759e-02
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    1.44538663e-01  -1.61726549e-02]
 [  2.19535817e-01   4.57014465e-01   3.88561272e-02   1.93216984e-01
   -2.66279045e-01  -8.55344870e-02  -6.61328480e-01  -2.82907293e-02
    1.50606413e-01   4.39925647e-01]
 [ -4.55545303e-02  -4.02379040e-01  -2.48725036e-01  -5.45265043e-02
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   -1.72410415e-02  -1.18652155e-02]
 [ -3.72619140e-03   2.30815713e-01  -1.50432188e-01   4.94851480e-02
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   -3.35887313e-02   1.14900797e-02]
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   -1.07218954e-01  -1.06104263e-01]
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   -8.47730202e-02  -2.06975704e-01]
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   -2.61301004e-01  -4.19690349e-02]
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   -2.15951060e-01   6.88875197e-02]
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   -8.44540339e-02   9.09908045e-02   1.74545140e-01  -2.70878974e-01
   -5.44976052e-02  -1.37949232e-01]
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   -4.64571910e-02   1.49256927e-01]
 [  2.30936926e-01   7.49515009e-02   3.51726270e-02   9.50473556e-02
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 [  1.77361079e-01   6.65517567e-02   1.95869830e-01   2.05281037e-02
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 [  1.54616211e-01  -1.11111021e-01  -1.36691957e-01   1.45234933e-03
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   -1.47451853e-01  -8.69066490e-02]
 [ -3.26698223e-01   2.15389332e-01   2.50862494e-02   6.52303718e-03
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   -7.50342373e-02   1.35642652e-01]
 [  1.39036792e-01   1.21928427e-01  -2.46147382e-01  -1.09451149e-01
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   -1.73500988e-02  -2.00688694e-01]
 [  2.23519006e-01  -7.70613109e-02   6.98899933e-02  -5.33572018e-03
   -8.21175557e-02  -3.99881879e-02  -9.45510518e-02  -1.38843103e-01
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 [ -1.03149603e-01   5.49386987e-03   1.19732407e-01   1.15952774e-01
   -6.54864771e-02  -1.08886438e-01   2.14301647e-01  -7.43785971e-02
    1.87858203e-01   2.58361494e-03]
 [  2.25206379e-02  -7.96084296e-02   2.17596628e-01  -2.20090369e-01
    4.13640312e-02   1.09072014e-01  -4.67366393e-02  -1.10761536e-01
    3.29108864e-02   2.70172648e-01]]
[[ 0.21186843]
 [ 0.62104408]
 [ 0.18888624]
 [ 0.20131287]
 [-0.92165582]
 [-0.1850097 ]
 [-0.679911  ]
 [-0.07121627]
 [ 0.10985442]
 [ 0.41187688]]
Progress: 2.4% ... Training loss: 0.672 ... Validation loss: 1.098[[  8.68075918e-02   1.75144944e-01  -1.65688073e-01   2.65119034e-02
   -5.31286750e-01  -4.23084660e-03  -2.89437371e-02   1.45312139e-01
   -1.55626951e-01   1.20145618e-01]
 [  2.17167113e-02   1.97931717e-01  -1.62787157e-02   4.77109142e-02
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    1.44391698e-01  -1.67294178e-02]
 [  2.18562156e-01   4.54114105e-01   3.81045520e-02   1.92327688e-01
   -2.60781568e-01  -8.47070381e-02  -6.57867560e-01  -2.79693535e-02
    1.50122655e-01   4.38068072e-01]
 [ -4.75522908e-02  -4.07538125e-01  -2.50516842e-01  -5.64534628e-02
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   -1.83138466e-02  -1.55338791e-02]
 [ -3.12515321e-03   2.32345919e-01  -1.49863372e-01   5.00913710e-02
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   -2.05872397e-01   7.47502226e-02]
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   -3.36325141e-02   1.11714265e-02]
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   -2.58211503e-01  -7.72301088e-02   1.04406410e-01  -1.86605199e-01
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   -1.91065189e-02  -6.45002794e-02  -1.40897183e-01   1.19533675e-01
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   -3.93175891e-02   1.63264577e-01]
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   -2.41907930e-02  -1.30982971e-01]
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   -1.07402107e-01  -1.06834359e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.05059805e-01  -8.81371445e-02   1.23890561e-01   2.78463721e-01
   -1.67712547e-01  -8.46994475e-02  -1.65318871e-01  -2.53957583e-01
   -2.02170414e-01   2.43426625e-02]
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 [  8.79309617e-03  -9.44864034e-02  -2.25370046e-01   1.10387732e-01
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   -1.25301172e-01  -4.37476614e-02]
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 [ -8.11904352e-02  -5.28198180e-02   2.70164763e-01   8.96815308e-02
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 [  9.04238447e-02   1.35506441e-01   1.10845455e-01   1.44012733e-01
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   -1.61369738e-03   1.04701847e-02]
 [  2.94015802e-02  -6.40592032e-02  -2.73517636e-01  -1.66436164e-02
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 [  5.52135545e-02   5.61921609e-02  -1.18625584e-01   4.36861724e-02
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 [ -9.82120460e-02   2.25871420e-02  -1.50649271e-02   2.27733261e-02
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 [  6.76044373e-02   2.24694616e-01  -2.00426679e-02   4.96035326e-03
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   -8.49461697e-02  -2.07622281e-01]
 [  1.00408427e-01  -2.03048966e-03   3.60991972e-02   8.60430618e-02
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 [  1.13736693e-01  -9.08694588e-02   1.54121562e-02   3.10085620e-02
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   -2.61556703e-01  -4.29401974e-02]
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   -9.92321290e-02   2.15598878e-01]
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 [  6.41508672e-02   9.10370872e-02   1.34899620e-01  -1.57858730e-01
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 [  2.08735546e-01  -8.53859711e-02  -1.64350703e-01   1.32510366e-01
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 [  3.47933569e-02   1.07595731e-01   2.43617935e-01   2.34295636e-01
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   -1.50388705e-01  -3.07265567e-01]
 [  5.62340501e-02   3.80080069e-02  -9.95988035e-02  -8.88418020e-03
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 [  3.70529528e-02  -6.82143788e-02   9.20367110e-02  -4.17738980e-02
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   -5.43976584e-02  -1.37588683e-01]
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   -4.64983191e-02   1.49152685e-01]
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 [  1.08017009e-01  -8.18140849e-02  -7.27308803e-02  -2.73541865e-02
   -8.90122915e-02  -3.88932488e-02  -1.33120693e-01   1.46210661e-01
   -6.63636606e-02  -5.78541836e-02]
 [  1.53944348e-01  -1.13147607e-01  -1.37319116e-01   7.73301620e-04
    1.29153649e-01  -6.11600193e-02  -7.18869642e-02  -1.46133285e-01
    1.32988152e-01  -8.86807719e-02]
 [ -1.40790563e-01   1.43238221e-01   2.43370977e-01  -5.48082642e-02
    2.41018342e-01   1.10190403e-01   7.71581003e-03  -2.93575453e-01
   -1.47712433e-01  -8.78915444e-02]
 [ -3.27067780e-01   2.14423995e-01   2.47553330e-02   6.16348263e-03
   -4.18622062e-02  -1.86904446e-01  -1.70200565e-01   2.32384069e-01
   -7.52202612e-02   1.35015373e-01]
 [  1.39208878e-01   1.22223033e-01  -2.45980082e-01  -1.09279924e-01
    1.08052149e-01  -2.79952873e-01   8.73577425e-04  -1.64562735e-01
   -1.72610198e-02  -2.00426299e-01]
 [  2.23392745e-01  -7.74792595e-02   6.97889003e-02  -5.45789475e-03
   -8.13160416e-02  -3.98640185e-02  -9.38995981e-02  -1.38808420e-01
    1.18910473e-01  -1.47420060e-01]
 [ -1.03126105e-01   5.35449205e-03   1.19749530e-01   1.16000324e-01
   -6.56945316e-02  -1.08942609e-01   2.14314029e-01  -7.43930296e-02
    1.87873227e-01   2.71695022e-03]
 [  2.30153927e-02  -7.83159528e-02   2.18032714e-01  -2.19612771e-01
    3.99585725e-02   1.08654271e-01  -4.79082110e-02  -1.10920282e-01
    3.31717593e-02   2.70901643e-01]]
[[ 0.20201069]
 [ 0.61407742]
 [ 0.17908088]
 [ 0.19125741]
 [-0.93952231]
 [-0.19552143]
 [-0.69189842]
 [-0.0813748 ]
 [ 0.0990705 ]
 [ 0.39967672]]
Progress: 2.5% ... Training loss: 0.666 ... Validation loss: 1.126[[  8.71277216e-02   1.75045873e-01  -1.65413051e-01   2.67688235e-02
   -5.30926455e-01  -4.41932847e-03  -2.85121068e-02   1.45179134e-01
   -1.55454594e-01   1.20385684e-01]
 [  2.17167113e-02   1.97931717e-01  -1.62787157e-02   4.77109142e-02
    6.78211357e-02  -9.26012181e-03   2.73707896e-01   4.12475128e-02
    1.44391698e-01  -1.67294178e-02]
 [  2.18304269e-01   4.52659875e-01   3.78942150e-02   1.92020163e-01
   -2.58069110e-01  -8.43630293e-02  -6.56140343e-01  -2.78641038e-02
    1.50032750e-01   4.37235458e-01]
 [ -5.00716830e-02  -4.14275812e-01  -2.52679489e-01  -5.88700441e-02
    4.32873586e-01   1.86486163e-01   2.95025680e-01   5.20257220e-02
   -1.95952004e-02  -2.01662114e-02]
 [ -1.34299302e-03   2.37506713e-01  -1.48243301e-01   5.18665327e-02
    4.86818308e-02  -1.78657247e-01  -5.15594065e-02  -1.19342600e-01
   -2.05001567e-01   7.80881343e-02]
 [ -3.64018382e-01  -2.74018562e-01  -2.95527649e-01   1.14622540e-01
    2.03264458e-01   7.29076753e-02   1.35019132e-03  -2.99006170e-02
   -3.35855397e-02   1.13511939e-02]
 [  2.21216228e-03  -7.99554922e-02   1.40392378e-02   1.16034948e-01
   -2.55275936e-01  -7.67133950e-02   1.06447417e-01  -1.86426557e-01
    1.88390573e-01   7.17347146e-02]
 [  1.41823438e-01  -6.67688906e-02   4.92376502e-02  -3.31931438e-02
   -1.62768567e-02  -6.39843427e-02  -1.38515880e-01   1.19737171e-01
    8.34846393e-02   5.07149333e-02]
 [ -1.58949064e-01  -2.39683778e-02  -3.06006239e-01  -5.05365186e-04
   -1.09096338e-01   7.24645259e-02  -2.86503938e-01  -2.11805926e-02
    2.78784910e-01  -1.00181543e-01]
 [  4.24556528e-02  -1.39131068e-01   8.11742998e-02   6.57427023e-03
    2.39504138e-02  -8.71942594e-02  -8.95377111e-02  -9.25538697e-02
   -3.96144482e-02   1.61748467e-01]
 [ -8.20000134e-02   1.28558759e-01  -7.32191166e-03  -1.64241974e-01
   -6.57838146e-03   3.90919604e-02   6.26458207e-02  -9.50441723e-02
   -2.43197872e-02  -1.31560846e-01]
 [ -4.70179223e-02   1.59033012e-01  -4.01606712e-02   6.95085060e-02
    7.65902122e-02   6.64119215e-02  -1.99242338e-01  -1.63130771e-02
   -1.07436271e-01  -1.06973002e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.04934002e-01  -8.77495725e-02   1.24004166e-01   2.78580870e-01
   -1.68142547e-01  -8.48154747e-02  -1.65730835e-01  -2.54007316e-01
   -2.02112674e-01   2.45864207e-02]
 [  1.07052535e-01  -3.91636834e-02  -2.33090486e-02   9.76292402e-02
    1.94486466e-02  -7.09735477e-02   1.05990136e-01   6.05681142e-03
    1.46249499e-02   7.33633255e-03]
 [  8.57690778e-03  -9.50131571e-02  -2.25569282e-01   1.10173493e-01
    3.61413731e-02   1.11618716e-01  -2.19735100e-02  -1.59118303e-02
   -1.25414053e-01  -4.41822798e-02]
 [ -1.26262108e-01  -3.79060824e-02  -2.05189816e-01   1.52250230e-01
   -7.10959493e-02   1.35217467e-01   2.01881434e-03  -2.50607069e-01
    6.03856195e-02  -2.01241800e-01]
 [ -8.09454652e-02  -5.22041558e-02   2.70403878e-01   8.98969250e-02
    1.22938381e-01  -5.40784507e-02  -1.24058024e-01   1.24287907e-01
    6.11854002e-02   2.47919759e-02]
 [  9.01289151e-02   1.34502878e-01   1.10572768e-01   1.43734601e-01
   -1.54190027e-01  -5.28660719e-02   1.12811279e-01   1.14956245e-01
   -1.75895115e-03   9.81431287e-03]
 [  2.88061493e-02  -6.61134002e-02  -2.74080126e-01  -1.72646913e-02
    1.18472462e-01  -1.12238041e-01   8.60412819e-02   1.59335072e-01
    1.24812078e-01   1.36299756e-02]
 [  5.47674233e-02   5.48980625e-02  -1.19017363e-01   4.32606899e-02
   -1.29646487e-01   3.26911856e-01   2.08134329e-01   2.06135148e-01
   -1.69124055e-01  -4.22035241e-02]
 [ -3.43984919e-03  -4.32844678e-02   1.12249151e-01   9.51183677e-02
    5.48221221e-03   1.21454728e-01  -2.08801033e-01  -3.43612936e-02
    1.99359708e-01   7.48177912e-02]
 [  9.66426874e-02   5.31329440e-02  -5.75379606e-02  -1.19117660e-01
   -7.15577785e-02  -3.19877015e-01   1.30687217e-01   1.14000443e-02
    1.33038781e-01   7.21348425e-02]
 [ -9.83006557e-02   2.23001187e-02  -1.51436260e-02   2.26798342e-02
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    1.45164921e-02   1.29802777e-01]
 [ -1.31077700e-01  -1.43003743e-02  -1.91534174e-01   1.45923808e-02
   -3.03581397e-01  -8.95469925e-03  -5.63494114e-02  -2.12604886e-02
    1.84848526e-02   8.39615817e-02]
 [  6.69990826e-02   2.22904540e-01  -2.05751238e-02   4.38513339e-03
    6.85393526e-02   2.10069670e-01   2.17796471e-01   1.06309750e-01
   -8.52462009e-02  -2.08815711e-01]
 [  9.95746892e-02  -4.55569341e-03   3.53332271e-02   8.52114114e-02
    1.09361611e-01   2.19400478e-02   1.14002996e-01   8.32159409e-02
    1.42553720e-01  -1.82749251e-01]
 [  1.13292685e-01  -9.22207573e-02   1.50146896e-02   3.05654558e-02
    1.90512764e-01  -4.70477962e-02   1.19708977e-01   4.01299451e-02
   -2.61784375e-01  -4.38311392e-02]
 [ -3.87952938e-02  -2.03111410e-01   6.19449676e-02  -2.78799033e-02
    1.65211847e-01  -1.75299223e-01   1.89641891e-01  -9.07940517e-02
    5.90271418e-02   2.77560307e-01]
 [ -1.72646719e-01  -3.42528724e-02   1.18499308e-01   1.02656149e-01
    4.12449303e-01   6.61219255e-02   2.58647937e-02   3.93124947e-02
    1.96677127e-02   4.67565609e-02]
 [ -4.37940206e-02   1.67442515e-01   3.34400273e-01  -3.02682920e-02
   -6.45610525e-02  -1.45392520e-01   1.82702035e-01   4.79222478e-03
   -9.94386701e-02   2.14822786e-01]
 [ -4.50388860e-02   2.60389678e-02  -1.36822893e-01   1.09169683e-02
    1.08412520e-01  -2.79504282e-01  -8.74487295e-02   1.66631609e-01
    7.19398468e-02   1.00506148e-02]
 [  6.43074999e-02   9.14830755e-02   1.35007649e-01  -1.57711390e-01
    1.69605568e-01   8.95263168e-02   1.98644604e-02   2.91972205e-01
    2.67477678e-02   8.47240157e-02]
 [  2.08857872e-01  -8.51639032e-02  -1.64248670e-01   1.32618539e-01
   -3.33421204e-01  -1.84605960e-01  -2.58712092e-02   1.95745980e-01
    2.49731619e-01  -2.80643086e-01]
 [  3.47195741e-02   1.07365012e-01   2.43550155e-01   2.34221193e-01
    1.18164242e-02  -1.81048791e-01  -1.23899565e-01  -1.28714866e-01
   -1.50425424e-01  -3.07422674e-01]
 [  5.61522831e-02   3.77513125e-02  -9.96590738e-02  -8.96641121e-03
    1.01394332e-01   2.15994214e-02  -9.79884433e-02  -1.85658694e-01
    6.84691993e-02   2.57867681e-01]
 [ -9.49937192e-03  -8.06459877e-02  -6.95243997e-02  -6.50895924e-02
    3.49763719e-02  -1.68183647e-01   1.18847006e-01   9.47920456e-03
    2.67324140e-02  -4.00405152e-03]
 [ -1.36003945e-04  -2.16551275e-02   2.30609224e-01   3.41094919e-02
   -9.49817470e-02  -1.13380679e-01   2.09760572e-01   4.13664789e-02
   -2.15986288e-01   6.88043178e-02]
 [  3.69642834e-02  -6.84527975e-02   9.19708475e-02  -4.18555630e-02
   -8.47309511e-02   9.09062373e-02   1.74110688e-01  -2.70910045e-01
   -5.44404879e-02  -1.37754292e-01]
 [ -3.32300608e-02   1.77314798e-02   7.59319471e-02  -6.25110050e-02
    6.87027092e-02   1.93346943e-01   1.65069881e-01   1.17047943e-01
   -4.63137063e-02   1.49687190e-01]
 [  2.31005152e-01   7.51783349e-02   3.52442487e-02   9.51372075e-02
    2.33897709e-03  -2.80176687e-02  -1.76127053e-01   1.46836280e-01
   -4.36555325e-02   1.72796525e-03]
 [ -4.59392036e-02  -2.59611691e-01  -3.05228814e-02  -8.13469407e-02
   -1.87581001e-02  -6.46494336e-02   4.32326570e-02   4.70010380e-02
    3.18162208e-02   6.43391080e-02]
 [ -1.83734222e-01   6.81662539e-02  -5.18575038e-03   1.14505173e-01
   -1.86362188e-01  -1.65968168e-01  -1.27660242e-01  -5.61334871e-02
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 [ -1.76932859e-02   6.87159850e-02  -5.16594933e-02   1.52977937e-01
    2.95229483e-02   5.63343770e-02   6.31471673e-02   1.68466734e-01
   -3.38459962e-03   2.06998656e-01]
 [  1.77879165e-01   6.80372528e-02   1.96364085e-01   2.10664115e-02
    1.26579430e-02   1.45080548e-01   4.68673793e-02   1.70978927e-01
    1.48017486e-01  -6.45109502e-02]
 [ -1.10813831e-01   1.11665690e-01   2.20883779e-01  -3.88081849e-02
    1.49461249e-01   1.58166907e-01   2.03601083e-02  -1.19623599e-02
   -7.43790541e-02  -9.91948437e-03]
 [ -1.03537468e-01  -2.42865767e-02   2.18701142e-02   8.02278815e-02
   -1.02100684e-02   1.21904825e-01   2.77782629e-01   2.08028780e-02
   -2.84796854e-01  -1.05030453e-01]
 [ -1.69889924e-01   1.23724961e-01  -6.57318859e-02  -2.76995205e-01
   -5.01476130e-02   8.64384159e-02  -5.15707337e-02   9.98173608e-02
   -1.59426627e-01   1.10562441e-01]
 [  1.07792796e-01  -8.25286249e-02  -7.29540061e-02  -2.75909628e-02
   -8.80337648e-02  -3.86702633e-02  -1.32442541e-01   1.46311555e-01
   -6.64862632e-02  -5.83223468e-02]
 [  1.53866510e-01  -1.13472313e-01  -1.37386839e-01   6.74514001e-04
    1.29657562e-01  -6.10595810e-02  -7.15499682e-02  -1.46098365e-01
    1.32949174e-01  -8.89607257e-02]
 [ -1.40565962e-01   1.43772539e-01   2.43564597e-01  -5.45997400e-02
    2.40293301e-01   1.10002614e-01   7.36884582e-03  -2.93669876e-01
   -1.47599272e-01  -8.75196254e-02]
 [ -3.27719638e-01   2.12562045e-01   2.41839056e-02   5.53792116e-03
   -3.90728055e-02  -1.86264219e-01  -1.67991999e-01   2.32647156e-01
   -7.55462651e-02   1.33730871e-01]
 [  1.39344422e-01   1.22236805e-01  -2.45893716e-01  -1.09209921e-01
    1.08094500e-01  -2.80003052e-01   9.84021773e-04  -1.64603532e-01
   -1.72238768e-02  -2.00289886e-01]
 [  2.23131111e-01  -7.82844136e-02   6.95776183e-02  -5.69959615e-03
   -7.97877138e-02  -3.96252790e-02  -9.29197577e-02  -1.38709991e-01
    1.18803130e-01  -1.47940886e-01]
 [ -1.03356587e-01   4.50087784e-03   1.19527463e-01   1.15757489e-01
   -6.45458142e-02  -1.08706398e-01   2.15346590e-01  -7.42933827e-02
    1.87764328e-01   2.24783105e-03]
 [  2.29529068e-02  -7.85782729e-02   2.17971239e-01  -2.19673635e-01
    4.05109578e-02   1.08723183e-01  -4.76265302e-02  -1.10894443e-01
    3.31426607e-02   2.70715085e-01]]
[[ 0.19075119]
 [ 0.61079104]
 [ 0.17185542]
 [ 0.18230832]
 [-0.95487187]
 [-0.2080924 ]
 [-0.70712797]
 [-0.09400394]
 [ 0.08751035]
 [ 0.3901603 ]]
Progress: 2.5% ... Training loss: 0.667 ... Validation loss: 1.160[[  8.80202747e-02   1.77466807e-01  -1.64641458e-01   2.76532596e-02
   -5.33116538e-01  -5.29510623e-03  -3.11444274e-02   1.44726296e-01
   -1.55028315e-01   1.22187739e-01]
 [  2.17573658e-02   1.98076071e-01  -1.62385948e-02   4.77539118e-02
    6.76048558e-02  -9.31484601e-03   2.73581514e-01   4.12250130e-02
    1.44411462e-01  -1.66395742e-02]
 [  2.18389678e-01   4.53153961e-01   3.79241876e-02   1.92089533e-01
   -2.56555134e-01  -8.43519762e-02  -6.55893167e-01  -2.78994816e-02
    1.50018212e-01   4.37232950e-01]
 [ -5.11746901e-02  -4.18141657e-01  -2.53673345e-01  -5.99575654e-02
    4.36175366e-01   1.87728623e-01   2.98614221e-01   5.25611370e-02
   -2.01195457e-02  -2.22053216e-02]
 [ -6.82105981e-04   2.39367512e-01  -1.47804943e-01   5.24263564e-02
    4.63882607e-02  -1.79148661e-01  -5.49739160e-02  -1.19619957e-01
   -2.04626955e-01   7.97149669e-02]
 [ -3.63948597e-01  -2.73874420e-01  -2.95469597e-01   1.14692886e-01
    2.02976714e-01   7.28442338e-02   1.15235464e-03  -2.99331997e-02
   -3.35420225e-02   1.14607213e-02]
 [  2.87343699e-03  -7.83134769e-02   1.45759023e-02   1.16677085e-01
   -2.57130451e-01  -7.73374771e-02   1.04273183e-01  -1.86750030e-01
    1.88701218e-01   7.29502748e-02]
 [  1.40849318e-01  -6.97320252e-02   4.83713702e-02  -3.41650812e-02
   -1.09246807e-02  -6.28811446e-02  -1.34768265e-01   1.20221879e-01
    8.30121211e-02   4.87443468e-02]
 [ -1.58675750e-01  -2.31574225e-02  -3.05768345e-01  -2.44552710e-04
   -1.10386099e-01   7.21611893e-02  -2.87369337e-01  -2.13169505e-02
    2.78903006e-01  -9.96447595e-02]
 [  4.25820537e-02  -1.38852835e-01   8.12855155e-02   6.68673841e-03
    2.51206730e-02  -8.72774289e-02  -8.92573890e-02  -9.26165876e-02
   -3.95595753e-02   1.61857159e-01]
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[[ 0.19189551]
 [ 0.61438512]
 [ 0.17160085]
 [ 0.18368764]
 [-0.96200476]
 [-0.21048735]
 [-0.70881371]
 [-0.09484963]
 [ 0.09000269]
 [ 0.38985103]]
Progress: 2.5% ... Training loss: 0.665 ... Validation loss: 1.157[[  8.92442864e-02   1.80869161e-01  -1.63599066e-01   2.87938198e-02
   -5.37749383e-01  -6.58019100e-03  -3.50182554e-02   1.44190919e-01
   -1.54462263e-01   1.24494484e-01]
 [  2.16495661e-02   1.97745169e-01  -1.63348738e-02   4.76491982e-02
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 [  2.19296459e-01   4.55911354e-01   3.87629162e-02   1.93008425e-01
   -2.60481858e-01  -8.54140127e-02  -6.59409672e-01  -2.83351746e-02
    1.50450045e-01   4.39241310e-01]
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   -2.00244250e-02  -2.15255770e-02]
 [ -1.26811428e-03   2.36782224e-01  -1.48321322e-01   5.18126576e-02
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   -3.37229944e-02   1.06031498e-02]
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   -1.07396849e-01  -1.06837301e-01]
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   -8.54493945e-02  -2.09698239e-01]
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   -2.62068769e-01  -4.50072930e-02]
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 [  2.30167038e-02  -7.87553644e-02   2.17951192e-01  -2.19650760e-01
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[[ 0.20773475]
 [ 0.62972219]
 [ 0.1843702 ]
 [ 0.19891591]
 [-0.95805758]
 [-0.19843997]
 [-0.69890421]
 [-0.07981223]
 [ 0.10612816]
 [ 0.40491032]]
Progress: 2.6% ... Training loss: 0.661 ... Validation loss: 1.109[[  9.10475715e-02   1.85973644e-01  -1.61990003e-01   3.04908136e-02
   -5.43658406e-01  -8.27600585e-03  -3.95631076e-02   1.43486756e-01
   -1.53548625e-01   1.27529565e-01]
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    1.44378302e-01  -1.68116178e-02]
 [  2.21071931e-01   4.61400277e-01   4.04366062e-02   1.94776030e-01
   -2.67112537e-01  -8.72018621e-02  -6.64316527e-01  -2.90460658e-02
    1.51385820e-01   4.42636526e-01]
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   -2.09214767e-02  -2.47826123e-02]
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   -1.07415478e-01  -1.06910502e-01]
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   -8.72978155e-02  -3.85089839e-02  -1.31907041e-01   1.46384155e-01
   -6.65522524e-02  -5.86150426e-02]
 [  1.53062212e-01  -1.16124678e-01  -1.38093349e-01  -1.37506364e-04
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   -1.47706560e-01  -8.79175664e-02]
 [ -3.27408202e-01   2.13692517e-01   2.44050029e-02   5.74949553e-03
   -3.98894933e-02  -1.86541222e-01  -1.68998322e-01   2.32596632e-01
   -7.54055252e-02   1.34210828e-01]
 [  1.40169254e-01   1.24792790e-01  -2.45198870e-01  -1.08425203e-01
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   -1.68302393e-02  -1.98647844e-01]
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   -8.32739246e-02  -4.06136785e-02  -9.55640187e-02  -1.39189247e-01
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 [ -1.03075578e-01   5.49406428e-03   1.19766035e-01   1.15996742e-01
   -6.52520824e-02  -1.09028949e-01   2.14326779e-01  -7.44661661e-02
    1.87862808e-01   2.83257681e-03]
 [  2.31037264e-02  -7.86721128e-02   2.18018912e-01  -2.19575223e-01
    4.17107289e-02   1.08628319e-01  -4.71178406e-02  -1.10917014e-01
    3.32108734e-02   2.70617275e-01]]
[[ 0.21506368]
 [ 0.6413844 ]
 [ 0.18740688]
 [ 0.20557565]
 [-0.9686273 ]
 [-0.19861237]
 [-0.70555344]
 [-0.07410939]
 [ 0.11217951]
 [ 0.41260252]]
Progress: 2.6% ... Training loss: 0.658 ... Validation loss: 1.092[[  9.12128430e-02   1.85747516e-01  -1.61814914e-01   3.06397385e-02
   -5.43262642e-01  -8.38990592e-03  -3.96001499e-02   1.43414202e-01
   -1.53413498e-01   1.27995985e-01]
 [  2.17392908e-02   1.98020418e-01  -1.62561696e-02   4.77394879e-02
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    1.44411455e-01  -1.67017146e-02]
 [  2.20693569e-01   4.60096331e-01   4.00102821e-02   1.94233964e-01
   -2.63808581e-01  -8.67178116e-02  -6.62451935e-01  -2.88554937e-02
    1.51120423e-01   4.41851064e-01]
 [ -5.30894119e-02  -4.23578565e-01  -2.55411493e-01  -6.16044327e-02
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   -2.11845368e-02  -2.56491620e-02]
 [  3.88423054e-06   2.39261845e-01  -1.47319142e-01   5.30769056e-02
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   -2.04121344e-01   8.05030289e-02]
 [ -3.63970766e-01  -2.74543007e-01  -2.95541484e-01   1.14566865e-01
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   -3.35379475e-02   1.10582472e-02]
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   -3.94309433e-02   1.62197494e-01]
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   -2.38033400e-02  -1.29625896e-01]
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   -1.07646862e-01  -1.07795292e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -2.05112379e-01  -8.85965875e-02   1.23810542e-01   2.78384198e-01
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   -2.02164993e-01   2.41155326e-02]
 [  1.07162835e-01  -3.91414626e-02  -2.32199962e-02   9.77129410e-02
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 [  8.42684258e-03  -9.53910045e-02  -2.25709067e-01   1.09971958e-01
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   -1.25491938e-01  -4.46883633e-02]
 [ -1.25899706e-01  -3.72102885e-02  -2.04871463e-01   1.52549158e-01
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 [ -8.05293222e-02  -5.11562622e-02   2.70743055e-01   9.02745222e-02
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 [  9.14403761e-02   1.38262287e-01   1.11706258e-01   1.44986725e-01
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   -1.13086607e-03   1.25890500e-02]
 [  2.76795442e-02  -6.96154459e-02  -2.75080691e-01  -1.83789446e-02
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 [  5.39621715e-02   5.25843698e-02  -1.19751840e-01   4.24368031e-02
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   -1.69562623e-01  -4.37986941e-02]
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 [  6.57353746e-02   2.19117658e-01  -2.17418302e-02   3.13356207e-03
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   -8.58878732e-02  -2.11285281e-01]
 [  9.81263147e-02  -9.17930883e-03   3.39649752e-02   8.37444141e-02
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 [  1.11495865e-01  -9.76437948e-02   1.33944491e-02   2.87721725e-02
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   -2.62705400e-01  -4.73348054e-02]
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   -1.00336350e-01   2.11425183e-01]
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 [  6.51618301e-02   9.40084925e-02   1.35796028e-01  -1.56872773e-01
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 [  2.12819927e-01  -7.38081415e-02  -1.60774667e-01   1.36495310e-01
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 [  3.50354513e-02   1.08244843e-01   2.43834254e-01   2.34530202e-01
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   -1.50261996e-01  -3.06879415e-01]
 [  5.59356281e-02   3.71447330e-02  -9.98661698e-02  -9.17684528e-03
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 [ -9.68292454e-03  -8.09621911e-02  -6.96844662e-02  -6.52651350e-02
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 [  2.74025821e-05  -2.09679102e-02   2.30759096e-01   3.42437438e-02
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   -2.15924270e-01   6.91070464e-02]
 [  3.70754963e-02  -6.80933189e-02   9.20579012e-02  -4.17591256e-02
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   -5.43830326e-02  -1.37565646e-01]
 [ -3.34665717e-02   1.73199078e-02   7.57094778e-02  -6.27391403e-02
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   -4.64578318e-02   1.49366319e-01]
 [  2.30642588e-01   7.42370451e-02   3.49250302e-02   9.48057535e-02
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   -4.38133507e-02   1.06228692e-03]
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   -2.02590183e-03   2.11620251e-01]
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   -7.40217580e-02  -8.59132615e-03]
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   -2.84803526e-01  -1.05159026e-01]
 [ -1.70338212e-01   1.22317028e-01  -6.61417726e-02  -2.77459514e-01
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 [  1.07600563e-01  -8.30631222e-02  -7.31185627e-02  -2.77789918e-02
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   -6.65784641e-02  -5.87121330e-02]
 [  1.52804685e-01  -1.16926832e-01  -1.38300956e-01  -3.82774686e-04
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 [ -1.40870610e-01   1.42912934e-01   2.43285760e-01  -5.49119107e-02
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   -1.47764888e-01  -8.80859408e-02]
 [ -3.26868981e-01   2.15077767e-01   2.49114557e-02   6.26769850e-03
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   -7.51141747e-02   1.35195545e-01]
 [  1.39635336e-01   1.23241594e-01  -2.45688726e-01  -1.08924258e-01
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   -1.70957081e-02  -1.99588677e-01]
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 [ -1.02615605e-01   6.60345403e-03   1.20174410e-01   1.16439049e-01
   -6.69891737e-02  -1.09435621e-01   2.12837327e-01  -7.46314649e-02
    1.88114656e-01   3.77307219e-03]
 [  2.27949739e-02  -7.96629775e-02   2.17734879e-01  -2.19873437e-01
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[[ 0.20735516]
 [ 0.64095486]
 [ 0.18043543]
 [ 0.20437082]
 [-0.98008058]
 [-0.20636517]
 [-0.71207696]
 [-0.07900009]
 [ 0.10912061]
 [ 0.40595279]]
Progress: 2.7% ... Training loss: 0.655 ... Validation loss: 1.106[[  9.13951201e-02   1.86353418e-01  -1.61679804e-01   3.08018021e-02
   -5.42857367e-01  -8.58201641e-03  -3.97283094e-02   1.43358541e-01
   -1.53309187e-01   1.28110755e-01]
 [  2.16799672e-02   1.97839614e-01  -1.63048502e-02   4.76823505e-02
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    1.44379799e-01  -1.68138542e-02]
 [  2.21832193e-01   4.63457049e-01   4.10431446e-02   1.95445596e-01
   -2.67523569e-01  -8.79142453e-02  -6.65819546e-01  -2.93112779e-02
    1.51733838e-01   4.44332141e-01]
 [ -5.39893329e-02  -4.25431074e-01  -2.56120976e-01  -6.25038402e-02
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   -2.17154474e-02  -2.70074505e-02]
 [ -2.80780003e-04   2.38475526e-01  -1.47469715e-01   5.28211606e-02
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   -2.04178051e-01   8.00812583e-02]
 [ -3.64444573e-01  -2.75999657e-01  -2.95988182e-01   1.14035714e-01
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   -3.37911265e-02   1.00062596e-02]
 [  3.48527308e-03  -7.71737438e-02   1.50890729e-02   1.17165920e-01
   -2.56704277e-01  -7.79280932e-02   1.03246326e-01  -1.87094042e-01
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 [  1.39929292e-01  -7.23572184e-02   4.75296928e-02  -3.51454955e-02
   -5.09308822e-03  -6.21346622e-02  -1.31279770e-01   1.20546788e-01
    8.24822025e-02   4.72790860e-02]
 [ -1.57843825e-01  -2.08849985e-02  -3.05019457e-01   5.95799339e-04
   -1.13556434e-01   7.13847283e-02  -2.89453807e-01  -2.16086937e-02
    2.79322073e-01  -9.82312585e-02]
 [  4.16007649e-02  -1.42109943e-01   8.03055802e-02   5.43520442e-03
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[[ 0.19950645]
 [ 0.63469538]
 [ 0.17127275]
 [ 0.19477286]
 [-0.99768715]
 [-0.21644002]
 [-0.72898292]
 [-0.08949142]
 [ 0.10035542]
 [ 0.39572811]]
Progress: 2.8% ... Training loss: 0.655 ... Validation loss: 1.140[[  9.18812329e-02   1.87100275e-01  -1.61329653e-01   3.12075252e-02
   -5.42750346e-01  -9.05805459e-03  -4.04917855e-02   1.43137245e-01
   -1.53053925e-01   1.28878235e-01]
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 [  2.22519450e-01   4.65777588e-01   4.15263647e-02   1.96086990e-01
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   -2.21884228e-02  -2.83232160e-02]
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   -5.42956987e-02  -1.37211106e-01]
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   -4.65657437e-02   1.48936010e-01]
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   -4.37980408e-02   1.08790952e-03]
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   -1.58400501e-03   2.12984462e-01]
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 [  1.53520673e-01  -1.14748628e-01  -1.37612386e-01   3.40944216e-04
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   -1.48109531e-01  -8.94284318e-02]
 [ -3.27146496e-01   2.13945207e-01   2.46164148e-02   5.91635772e-03
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   -7.52893049e-02   1.34658577e-01]
 [  1.38986437e-01   1.21280790e-01  -2.46272486e-01  -1.09586296e-01
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 [  2.23606944e-01  -7.79950788e-02   6.99963220e-02  -5.31990540e-03
   -7.91882752e-02  -3.99787718e-02  -9.25803281e-02  -1.38977096e-01
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 [ -1.02841942e-01   6.22861542e-03   1.19961928e-01   1.16193248e-01
   -6.58390263e-02  -1.09226873e-01   2.13243694e-01  -7.45159123e-02
    1.87980846e-01   3.40679469e-03]
 [  2.24709161e-02  -8.11431819e-02   2.17371435e-01  -2.20215010e-01
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    3.28990164e-02   2.69312838e-01]]
[[ 0.19335534]
 [ 0.63047389]
 [ 0.1651912 ]
 [ 0.19077047]
 [-1.01370599]
 [-0.22485726]
 [-0.73979641]
 [-0.0960754 ]
 [ 0.0955049 ]
 [ 0.38798379]]
Progress: 2.8% ... Training loss: 0.659 ... Validation loss: 1.167[[  9.35993201e-02   1.91444457e-01  -1.59857916e-01   3.28086876e-02
   -5.48548745e-01  -1.09718004e-02  -4.51466611e-02   1.42297565e-01
   -1.52214037e-01   1.31963383e-01]
 [  2.14482028e-02   1.97023817e-01  -1.65314621e-02   4.74177556e-02
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    1.44259353e-01  -1.73469613e-02]
 [  2.23555591e-01   4.67804635e-01   4.23819145e-02   1.97026231e-01
   -2.72281438e-01  -8.98371980e-02  -6.70605372e-01  -3.01204850e-02
    1.52567904e-01   4.47427258e-01]
 [ -5.73005957e-02  -4.33950653e-01  -2.58725965e-01  -6.55095280e-02
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   -2.33174853e-02  -3.25501751e-02]
 [ -7.53481869e-04   2.36165612e-01  -1.47823511e-01   5.22168645e-02
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   -2.04436998e-01   7.89340220e-02]
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   -3.37739958e-02   9.90374954e-03]
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 [  4.15018342e-02  -1.43299538e-01   8.00592584e-02   5.08775311e-03
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   -4.01757053e-02   1.58680885e-01]
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   -1.07693604e-01  -1.07998485e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -2.05354052e-01  -8.94975667e-02   1.23548067e-01   2.78076588e-01
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   -2.02304391e-01   2.34574337e-02]
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   -1.25355574e-01  -4.41621234e-02]
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 [  9.02087325e-02   1.34422656e-01   1.10614216e-01   1.43745482e-01
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   -1.77778297e-03   1.01642800e-02]
 [  2.63560669e-02  -7.37276768e-02  -2.76263983e-01  -1.97544862e-02
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 [  6.47486196e-02   2.16251071e-01  -2.25784164e-02   2.17137926e-03
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   -8.63864662e-02  -2.13183646e-01]
 [  9.69088304e-02  -1.32235416e-02   3.28614219e-02   8.24678236e-02
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 [  1.10525581e-01  -1.00890887e-01   1.24886872e-02   2.77284959e-02
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   -2.63244682e-01  -4.93388514e-02]
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 [  2.14201665e-01  -6.96272314e-02  -1.59562396e-01   1.37896312e-01
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 [  3.55638290e-02   1.09903305e-01   2.44297766e-01   2.35064140e-01
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   -1.49988276e-01  -3.05813203e-01]
 [  5.57263557e-02   3.65837191e-02  -1.00048738e-01  -9.40259417e-03
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 [  4.15937308e-04  -1.97999761e-02   2.31114909e-01   3.46547595e-02
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   -4.65805952e-02   1.48862884e-01]
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   -4.37808748e-02   1.21184855e-03]
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   -4.70505220e-02   8.71865398e-02  -4.93139988e-02   1.00135475e-01
   -1.59776324e-01   1.09217752e-01]
 [  1.06659697e-01  -8.59281654e-02  -7.39129912e-02  -2.87294634e-02
   -8.24129511e-02  -3.74140302e-02  -1.28481593e-01   1.46828098e-01
   -6.70527090e-02  -6.05455802e-02]
 [  1.53556196e-01  -1.14792909e-01  -1.37572807e-01   3.53151353e-04
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 [ -1.41748193e-01   1.40268924e-01   2.42483876e-01  -5.58312847e-02
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   -1.48213304e-01  -8.98748012e-02]
 [ -3.26840307e-01   2.14598350e-01   2.48703322e-02   6.19720208e-03
   -4.07905685e-02  -1.87130904e-01  -1.70452398e-01   2.32369695e-01
   -7.51330118e-02   1.35197699e-01]
 [  1.39360489e-01   1.22483204e-01  -2.45957526e-01  -1.09217019e-01
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   -1.72575932e-02  -2.00318573e-01]
 [  2.23565381e-01  -7.81914661e-02   6.99306581e-02  -5.39290327e-03
   -7.87033397e-02  -3.99138260e-02  -9.23143575e-02  -1.38945844e-01
    1.18965436e-01  -1.47592772e-01]
 [ -1.02173202e-01   7.94565775e-03   1.20528423e-01   1.16806720e-01
   -6.79933167e-02  -1.09978293e-01   2.11183006e-01  -7.48403182e-02
    1.88302084e-01   4.67222823e-03]
 [  2.26358835e-02  -8.07967478e-02   2.17521288e-01  -2.20039191e-01
    4.61153677e-02   1.09074959e-01  -4.44617927e-02  -1.10752618e-01
    3.29817586e-02   2.69551318e-01]]
[[ 0.20551196]
 [ 0.65374993]
 [ 0.17898272]
 [ 0.20823726]
 [-1.01372807]
 [-0.21391719]
 [-0.73660021]
 [-0.08337036]
 [ 0.11040837]
 [ 0.40616785]]
Progress: 2.9% ... Training loss: 0.648 ... Validation loss: 1.111[[  9.31725249e-02   1.89539404e-01  -1.60311678e-01   3.24581204e-02
   -5.46594856e-01  -1.06021402e-02  -4.33531910e-02   1.42413407e-01
   -1.52411510e-01   1.31258624e-01]
 [  2.14482028e-02   1.97023817e-01  -1.65314621e-02   4.74177556e-02
    6.93055114e-02  -8.94477505e-03   2.74717661e-01   4.13880431e-02
    1.44259353e-01  -1.73469613e-02]
 [  2.23322015e-01   4.67322356e-01   4.23215226e-02   1.96892485e-01
   -2.70593286e-01  -8.97100440e-02  -6.69820327e-01  -3.00460545e-02
    1.52448204e-01   4.47321098e-01]
 [ -5.58126628e-02  -4.29456045e-01  -2.57525677e-01  -6.40927029e-02
    4.46423172e-01   1.92548633e-01   3.09540029e-01   5.46797509e-02
   -2.25871742e-02  -2.95887122e-02]
 [ -2.19230107e-03   2.31926089e-01  -1.48973626e-01   5.07221373e-02
    5.73059968e-02  -1.77260738e-01  -4.66797142e-02  -1.18913529e-01
   -2.05175747e-01   7.60130493e-02]
 [ -3.64386623e-01  -2.76517126e-01  -2.96154047e-01   1.14003397e-01
    2.06349298e-01   7.34739161e-02   3.89019746e-03  -2.96854095e-02
   -3.37786591e-02   9.78415608e-03]
 [  4.31121521e-03  -7.53831539e-02   1.57317715e-02   1.17850080e-01
   -2.57800819e-01  -7.87656119e-02   1.01630895e-01  -1.87512688e-01
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 [  1.37977949e-01  -7.89149185e-02   4.57927639e-02  -3.71505114e-02
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    8.14653542e-02   4.35086993e-02]
 [ -1.56987732e-01  -1.81766968e-02  -3.04314167e-01   1.44119043e-03
   -1.16699078e-01   7.03816464e-02  -2.92133093e-01  -2.20265370e-02
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 [  4.06071942e-02  -1.46436126e-01   7.91542344e-02   4.23117360e-03
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   -4.06467977e-02   1.57002719e-01]
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   -2.33091692e-02  -1.27651199e-01]
 [ -4.75021609e-02   1.56674628e-01  -4.05413460e-02   6.89865136e-02
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   -1.07717229e-01  -1.08085006e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.05355556e-01  -8.94752041e-02   1.23538190e-01   2.78060714e-01
   -1.65631400e-01  -8.42296123e-02  -1.63768694e-01  -2.53762009e-01
   -2.02311418e-01   2.34704277e-02]
 [  1.06274586e-01  -4.21423305e-02  -2.39989021e-02   9.68048028e-02
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 [  8.82640890e-03  -9.43669827e-02  -2.25546297e-01   1.10335700e-01
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   -1.25311316e-01  -4.40371331e-02]
 [ -1.26517549e-01  -3.93219849e-02  -2.05384188e-01   1.51847492e-01
   -6.77673879e-02   1.35467133e-01   3.07945598e-03  -2.50569975e-01
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 [ -7.86461941e-02  -4.60009152e-02   2.72237914e-01   9.20677284e-02
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 [  9.01704450e-02   1.34137134e-01   1.10627687e-01   1.43747542e-01
   -1.52844381e-01  -5.27954772e-02   1.12764611e-01   1.14899400e-01
   -1.76508105e-03   1.01550725e-02]
 [  2.57974012e-02  -7.54631235e-02  -2.76802845e-01  -2.03754847e-02
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 [  5.44337144e-02   5.36017324e-02  -1.19304356e-01   4.29284998e-02
   -1.26286794e-01   3.27107073e-01   2.09902724e-01   2.06276040e-01
   -1.69313988e-01  -4.29511629e-02]
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 [  9.74643884e-02   5.58588226e-02  -5.68104760e-02  -1.18278288e-01
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 [ -9.78195990e-02   2.36860812e-02  -1.47485519e-02   2.31598562e-02
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 [  6.44040574e-02   2.15142152e-01  -2.28968748e-02   1.79707824e-03
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   -8.65830042e-02  -2.13881237e-01]
 [  9.67537032e-02  -1.37209144e-02   3.27220069e-02   8.23004883e-02
    1.23519653e-01   2.50768363e-02   1.24166809e-01   8.45495846e-02
    1.41124689e-01  -1.88570902e-01]
 [  1.10103024e-01  -1.02185745e-01   1.21023200e-02   2.72665087e-02
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   -2.63490775e-01  -5.01377457e-02]
 [ -4.19388773e-02  -2.12166387e-01   5.91360427e-02  -3.10158609e-02
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 [ -1.75901254e-01  -4.39793630e-02   1.15624430e-01   9.93985760e-02
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 [ -4.69709675e-02   1.57795974e-01   3.31593843e-01  -3.34464800e-02
   -4.99643359e-02  -1.42144004e-01   1.93515222e-01   6.12472430e-03
   -1.01081319e-01   2.08716170e-01]
 [ -4.70396654e-02   1.99629023e-02  -1.38590535e-01   8.92023539e-03
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 [  6.48572237e-02   9.30140108e-02   1.35533466e-01  -1.57175670e-01
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 [  2.15242740e-01  -6.67657439e-02  -1.58838402e-01   1.38939563e-01
   -3.60664003e-01  -1.91044694e-01  -4.76438483e-02   1.93106041e-01
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 [  3.57397146e-02   1.10461291e-01   2.44458238e-01   2.35247955e-01
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   -1.49898514e-01  -3.05463737e-01]
 [  5.56695109e-02   3.63908571e-02  -1.00104633e-01  -9.46943402e-03
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 [ -9.74625367e-03  -8.10357076e-02  -6.97538783e-02  -6.53461066e-02
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    2.65930700e-02  -4.40975296e-03]
 [  5.22637799e-04  -1.94857371e-02   2.31184489e-01   3.47535695e-02
   -9.81851605e-02  -1.14114316e-01   2.07525889e-01   4.10669166e-02
   -2.15669859e-01   7.00612665e-02]
 [  3.74795650e-02  -6.69991462e-02   9.24338586e-02  -4.13299241e-02
   -8.62992702e-02   9.03441736e-02   1.72669042e-01  -2.71107165e-01
   -5.41585759e-02  -1.36824552e-01]
 [ -3.36277081e-02   1.69680916e-02   7.55293390e-02  -6.29162459e-02
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   -4.65490633e-02   1.48924852e-01]
 [  2.30576554e-01   7.42025994e-02   3.48175021e-02   9.47060009e-02
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   -4.38810330e-02   8.79033519e-04]
 [ -4.35595026e-02  -2.52741181e-01  -2.84409014e-02  -7.89613337e-02
   -2.83081473e-02  -6.71658073e-02   3.61294859e-02   4.59032271e-02
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 [ -1.79212250e-01   8.01792538e-02  -1.24031531e-03   1.18850415e-01
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 [ -1.31230234e-02   8.13462323e-02  -4.75977650e-02   1.57378657e-01
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   -1.03019065e-03   2.14958446e-01]
 [  1.80018608e-01   7.43075217e-02   1.98282337e-01   2.32132844e-02
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 [ -1.09889271e-01   1.14194632e-01   2.21713405e-01  -3.78940321e-02
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   -7.39044758e-02  -8.17089035e-03]
 [ -1.03460083e-01  -2.40385911e-02   2.19553583e-02   8.03406758e-02
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   -2.84725439e-01  -1.04869250e-01]
 [ -1.70620058e-01   1.21459333e-01  -6.63982709e-02  -2.77763828e-01
   -4.67839563e-02   8.72428459e-02  -4.91300516e-02   1.00157513e-01
   -1.59805158e-01   1.09111637e-01]
 [  1.06365019e-01  -8.68669692e-02  -7.41714035e-02  -2.90334126e-02
   -8.10670802e-02  -3.71140928e-02  -1.27437947e-01   1.46949268e-01
   -6.72125309e-02  -6.11221984e-02]
 [  1.53800248e-01  -1.13964625e-01  -1.37326642e-01   6.31327378e-04
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 [ -1.41865190e-01   1.39935655e-01   2.42369368e-01  -5.59641732e-02
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   -1.48281916e-01  -9.01405847e-02]
 [ -3.27371714e-01   2.13025033e-01   2.43822737e-02   5.66410302e-03
   -3.85084242e-02  -1.86608683e-01  -1.68807535e-01   2.32583198e-01
   -7.54287238e-02   1.34295325e-01]
 [  1.39667231e-01   1.22946017e-01  -2.45833585e-01  -1.08918120e-01
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   -1.71015580e-02  -1.99818109e-01]
 [  2.23557076e-01  -7.82554879e-02   6.99006868e-02  -5.41626549e-03
   -7.86182966e-02  -3.99165444e-02  -9.24732811e-02  -1.38937469e-01
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 [ -1.02494691e-01   7.01533714e-03   1.20229298e-01   1.16460330e-01
   -6.65168946e-02  -1.09629401e-01   2.12149929e-01  -7.46975677e-02
    1.88107291e-01   4.07722658e-03]
 [  2.22064568e-02  -8.22452345e-02   2.17136190e-01  -2.20484994e-01
    4.85044971e-02   1.09535821e-01  -4.27994267e-02  -1.10579653e-01
    3.27458088e-02   2.68657400e-01]]
[[ 0.19780977]
 [ 0.63979754]
 [ 0.16858403]
 [ 0.1985877 ]
 [-1.02218549]
 [-0.22109311]
 [-0.74424047]
 [-0.09121498]
 [ 0.1056391 ]
 [ 0.39219621]]
Progress: 2.9% ... Training loss: 0.652 ... Validation loss: 1.144[[  9.40125794e-02   1.90692500e-01  -1.59699800e-01   3.31681701e-02
   -5.48442633e-01  -1.12629510e-02  -4.51000658e-02   1.42093257e-01
   -1.51983115e-01   1.32632223e-01]
 [  2.15142713e-02   1.97310533e-01  -1.64662509e-02   4.74939355e-02
    6.88708194e-02  -9.03144794e-03   2.74472234e-01   4.13555229e-02
    1.44298251e-01  -1.71909263e-02]
 [  2.23452579e-01   4.66394519e-01   4.25120629e-02   1.96859465e-01
   -2.68992207e-01  -8.95149614e-02  -6.69102812e-01  -3.00254586e-02
    1.52461840e-01   4.47518075e-01]
 [ -5.64529967e-02  -4.30210710e-01  -2.58132506e-01  -6.45738444e-02
    4.46498850e-01   1.92994769e-01   3.10565594e-01   5.49236360e-02
   -2.29201567e-02  -3.04119020e-02]
 [ -1.13184836e-03   2.33730188e-01  -1.48156777e-01   5.16233544e-02
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   -2.04599778e-01   7.74251513e-02]
 [ -3.63880812e-01  -2.75074169e-01  -2.95763474e-01   1.14551560e-01
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   -3.34785194e-02   1.07741584e-02]
 [  4.61316172e-03  -7.50802544e-02   1.60106011e-02   1.18078195e-01
   -2.57765588e-01  -7.89402794e-02   1.00997552e-01  -1.87619722e-01
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 [  1.38052946e-01  -7.93741249e-02   4.58397557e-02  -3.71525135e-02
    6.23082270e-03  -6.00371822e-02  -1.23514220e-01   1.21401630e-01
    8.14643564e-02   4.34723434e-02]
 [ -1.56592316e-01  -1.69850190e-02  -3.03998897e-01   1.83106990e-03
   -1.18580031e-01   6.99565500e-02  -2.93627831e-01  -2.22006178e-02
    2.79932279e-01  -9.59266337e-02]
 [  4.15410911e-02  -1.44809941e-01   7.99195703e-02   5.01607323e-03
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   -6.94918182e-02  -1.10307262e-01   2.10054744e-01  -7.49826139e-02
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 [  2.21821358e-02  -8.26437607e-02   2.17099275e-01  -2.20533656e-01
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[[ 0.20981815]
 [ 0.65472252]
 [ 0.17617183]
 [ 0.21420211]
 [-1.01465931]
 [-0.21219022]
 [-0.73340551]
 [-0.07933058]
 [ 0.11995267]
 [ 0.4039884 ]]
Progress: 3.0% ... Training loss: 0.646 ... Validation loss: 1.099[[  9.45284396e-02   1.91589280e-01  -1.59268221e-01   3.36896015e-02
   -5.49115553e-01  -1.17740252e-02  -4.59032487e-02   1.41877604e-01
   -1.51633994e-01   1.33353386e-01]
 [  2.14653715e-02   1.97030181e-01  -1.65318211e-02   4.74381822e-02
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    1.44273879e-01  -1.73402529e-02]
 [  2.25653397e-01   4.72614543e-01   4.45202195e-02   1.99170415e-01
   -2.78321748e-01  -9.17542164e-02  -6.76019281e-01  -3.08795746e-02
    1.53716350e-01   4.51510929e-01]
 [ -5.58001017e-02  -4.27847890e-01  -2.57608628e-01  -6.37799922e-02
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   -2.25507981e-02  -2.86126204e-02]
 [ -1.52061729e-03   2.31940646e-01  -1.48467123e-01   5.12098872e-02
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   -3.38834569e-02   9.30930671e-03]
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   -8.69010224e-02  -2.14971312e-01]
 [  9.64619815e-02  -1.46025859e-02   3.24761825e-02   8.20104084e-02
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 [  1.09502414e-01  -1.04126120e-01   1.15703086e-02   2.66363802e-02
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   -2.63808809e-01  -5.13401600e-02]
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 [ -3.27103523e-01   2.13401727e-01   2.46545439e-02   5.89145805e-03
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 [ -1.01250527e-01   1.02554290e-02   1.21272743e-01   1.17723327e-01
   -7.14525170e-02  -1.10901609e-01   2.08484525e-01  -7.52358314e-02
    1.88788613e-01   6.31658597e-03]
 [  2.24367554e-02  -8.19543828e-02   2.17314001e-01  -2.20261789e-01
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[[ 0.21871938]
 [ 0.66556407]
 [ 0.18075956]
 [ 0.22050266]
 [-1.0133685 ]
 [-0.20611952]
 [-0.7341429 ]
 [-0.07089077]
 [ 0.13088769]
 [ 0.4159897 ]]
Progress: 3.0% ... Training loss: 0.645 ... Validation loss: 1.075[[  9.40958044e-02   1.89708398e-01  -1.59691305e-01   3.31950351e-02
   -5.46474033e-01  -1.12794141e-02  -4.32779181e-02   1.42019145e-01
   -1.51905164e-01   1.32357741e-01]
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    1.44208884e-01  -1.75485695e-02]
 [  2.26656132e-01   4.74985538e-01   4.53074872e-02   2.00075461e-01
   -2.80963762e-01  -9.26300598e-02  -6.78266780e-01  -3.11724640e-02
    1.54273404e-01   4.53188897e-01]
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   -2.33002930e-02  -3.07276496e-02]
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   -3.38273954e-02   9.43180808e-03]
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   -1.07857204e-01  -1.08558744e-01]
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   -1.60104210e-01   1.08154782e-01]
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   -7.89015940e-02  -3.66046734e-02  -1.25799146e-01   1.47147911e-01
   -6.74810963e-02  -6.20427714e-02]
 [  1.53853120e-01  -1.13858481e-01  -1.37265237e-01   6.25515077e-04
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 [ -1.41722609e-01   1.39844252e-01   2.42466268e-01  -5.58520220e-02
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   -1.48180162e-01  -9.00729040e-02]
 [ -3.27565573e-01   2.11997236e-01   2.42721598e-02   5.39582504e-03
   -3.69554150e-02  -1.86382625e-01  -1.67597267e-01   2.32616221e-01
   -7.55675291e-02   1.33740187e-01]
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   -1.66377504e-02  -1.98238473e-01]
 [  2.22500454e-01  -8.13014184e-02   6.90017908e-02  -6.51722806e-03
   -7.37597315e-02  -3.87862881e-02  -8.89947044e-02  -1.38508612e-01
    1.18365772e-01  -1.49683092e-01]
 [ -1.01490663e-01   9.61108236e-03   1.21019993e-01   1.17467969e-01
   -7.02357734e-02  -1.10662369e-01   2.09351909e-01  -7.51563602e-02
    1.88609608e-01   5.83830508e-03]
 [  2.20736042e-02  -8.30474981e-02   2.17018859e-01  -2.20632675e-01
    4.99693155e-02   1.09682908e-01  -4.22320398e-02  -1.10539705e-01
    3.26768228e-02   2.68463634e-01]]
[[ 0.20697072]
 [ 0.65709795]
 [ 0.1713754 ]
 [ 0.2106692 ]
 [-1.03011215]
 [-0.21980105]
 [-0.75306813]
 [-0.08367434]
 [ 0.12054762]
 [ 0.40459829]]
Progress: 3.0% ... Training loss: 0.644 ... Validation loss: 1.113[[  9.54934743e-02   1.92526134e-01  -1.58631060e-01   3.45244211e-02
   -5.50953317e-01  -1.26125081e-02  -4.78611603e-02   1.41511617e-01
   -1.51110676e-01   1.34885421e-01]
 [  2.14303616e-02   1.96938897e-01  -1.65578066e-02   4.74091697e-02
    6.93817115e-02  -8.94628890e-03   2.74894230e-01   4.13758310e-02
    1.44252898e-01  -1.74027572e-02]
 [  2.25482963e-01   4.72366088e-01   4.42988746e-02   1.98600104e-01
   -2.74949513e-01  -9.12216452e-02  -6.75284986e-01  -3.05990524e-02
    1.53482529e-01   4.51169145e-01]
 [ -5.75087076e-02  -4.31689808e-01  -2.58944573e-01  -6.51822934e-02
    4.46174854e-01   1.93643134e-01   3.13263555e-01   5.51042307e-02
   -2.34595763e-02  -3.16573955e-02]
 [ -6.32414458e-04   2.33365660e-01  -1.47674244e-01   5.19183908e-02
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   -2.04101715e-01   7.80509601e-02]
 [ -3.64007646e-01  -2.76251837e-01  -2.95944472e-01   1.14458335e-01
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   -3.34845261e-02   1.02294988e-02]
 [  4.73228892e-03  -7.57780879e-02   1.60531369e-02   1.17968978e-01
   -2.55977021e-01  -7.88452490e-02   1.01332925e-01  -1.87635400e-01
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 [  1.37981872e-01  -8.02674045e-02   4.57865083e-02  -3.73157690e-02
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    8.13667217e-02   4.31975577e-02]
 [ -1.56246292e-01  -1.58503513e-02  -3.03759254e-01   2.16162588e-03
   -1.19986039e-01   6.96223072e-02  -2.95053423e-01  -2.23176020e-02
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   -4.02078592e-02   1.58107936e-01]
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   -2.28081286e-02  -1.26101829e-01]
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   -1.07938187e-01  -1.08868876e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.04975740e-01  -8.90409060e-02   1.23779302e-01   2.78493236e-01
   -1.67551957e-01  -8.46829156e-02  -1.64571092e-01  -2.53944245e-01
   -2.02037197e-01   2.39668854e-02]
 [  1.06481600e-01  -4.17558592e-02  -2.38477428e-02   9.70296835e-02
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    1.43745121e-02   5.97194671e-03]
 [  8.53680756e-03  -9.52228776e-02  -2.25822941e-01   1.10036582e-01
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   -1.25478334e-01  -4.45780911e-02]
 [ -1.25247681e-01  -3.69446779e-02  -2.04328960e-01   1.52960437e-01
   -7.09697375e-02   1.34367221e-01  -3.22128943e-04  -2.51047096e-01
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 [ -7.88608634e-02  -4.64058044e-02   2.72035531e-01   9.17915562e-02
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 [  8.91668208e-02   1.30573754e-01   1.09778217e-01   1.42594678e-01
   -1.47558455e-01  -5.16354416e-02   1.16748485e-01   1.15312534e-01
   -2.36660669e-03   7.87398701e-03]
 [  2.54346605e-02  -7.68447030e-02  -2.77159319e-01  -2.08250632e-02
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 [  5.54566732e-02   5.58486913e-02  -1.18387156e-01   4.39409167e-02
   -1.29644275e-01   3.26093185e-01   2.07115411e-01   2.05807066e-01
   -1.68750491e-01  -4.12589837e-02]
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 [  9.84638381e-02   5.89364295e-02  -5.60153591e-02  -1.17265933e-01
   -7.93261589e-02  -3.21753022e-01   1.24521066e-01   1.06555392e-02
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 [ -9.80536521e-02   2.30391756e-02  -1.49480145e-02   2.28962209e-02
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 [  6.30039497e-02   2.11004097e-01  -2.40948710e-02   3.38249568e-04
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   -8.74224715e-02  -2.16648282e-01]
 [  9.62360558e-02  -1.52960700e-02   3.22866726e-02   8.17766953e-02
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    1.40839055e-01  -1.89567993e-01]
 [  1.08554416e-01  -1.07100144e-01   1.07619919e-02   2.56138103e-02
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   -2.64406431e-01  -5.31970716e-02]
 [ -4.34344021e-02  -2.16545004e-01   5.78876761e-02  -3.25988797e-02
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 [ -1.77245952e-01  -4.80541303e-02   1.14472854e-01   9.79807755e-02
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 [ -4.85893566e-02   1.52801825e-01   3.30272205e-01  -3.51109665e-02
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   -1.02003287e-01   2.05713803e-01]
 [ -4.75700821e-02   1.82305879e-02  -1.39041624e-01   8.37062660e-03
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 [  6.61143983e-02   9.69108880e-02   1.36611358e-01  -1.55829662e-01
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 [  2.17607686e-01  -6.01564468e-02  -1.56953706e-01   1.41411381e-01
   -3.71923357e-01  -1.93540465e-01  -5.54412103e-02   1.92122258e-01
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 [  3.56556751e-02   1.10292854e-01   2.44420958e-01   2.35205482e-01
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   -1.49938988e-01  -3.05588967e-01]
 [  5.54841996e-02   3.58331346e-02  -1.00295152e-01  -9.66440158e-03
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 [ -9.79797372e-03  -8.11145557e-02  -6.97974387e-02  -6.54063134e-02
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    2.65563404e-02  -4.48228851e-03]
 [  5.10082500e-04  -1.92223293e-02   2.31191994e-01   3.47171340e-02
   -9.87532553e-02  -1.14110991e-01   2.07097431e-01   4.10865559e-02
   -2.15691144e-01   7.01092645e-02]
 [  3.73955058e-02  -6.70511503e-02   9.23768389e-02  -4.13837659e-02
   -8.60577281e-02   9.03921603e-02   1.72712888e-01  -2.71092417e-01
   -5.41837127e-02  -1.36979415e-01]
 [ -3.38858965e-02   1.62165703e-02   7.53206925e-02  -6.32016317e-02
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   -4.67079565e-02   1.48479925e-01]
 [  2.30374285e-01   7.36068422e-02   3.46429602e-02   9.44926407e-02
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   -4.40009458e-02   4.97542585e-04]
 [ -4.26336785e-02  -2.49956911e-01  -2.76627863e-02  -7.80073351e-02
   -3.20182591e-02  -6.81129428e-02   3.32485363e-02   4.55433915e-02
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   -1.65682844e-04   2.17534977e-01]
 [  1.81185021e-01   7.77967602e-02   1.99248693e-01   2.43921147e-02
   -1.48536050e-03   1.41502962e-01   3.59337939e-02   1.69536649e-01
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 [ -1.09213912e-01   1.16029123e-01   2.22285772e-01  -3.71933254e-02
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   -7.35024344e-02  -6.97056807e-03]
 [ -1.03150843e-01  -2.31800327e-02   2.21957400e-02   8.06808938e-02
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   -2.84528373e-01  -1.04281566e-01]
 [ -1.71469181e-01   1.18835493e-01  -6.71174613e-02  -2.78658158e-01
   -4.29074094e-02   8.81636161e-02  -4.62062235e-02   1.00498433e-01
   -1.60305027e-01   1.07522275e-01]
 [  1.05285792e-01  -9.02582882e-02  -7.50789221e-02  -3.01683124e-02
   -7.60721271e-02  -3.59406756e-02  -1.23787266e-01   1.47405690e-01
   -6.78484171e-02  -6.32555980e-02]
 [  1.53762813e-01  -1.14080120e-01  -1.37363787e-01   5.18557149e-04
    1.32083915e-01  -6.08940922e-02  -6.87829466e-02  -1.46042239e-01
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 [ -1.41172554e-01   1.40911113e-01   2.42932650e-01  -5.53087648e-02
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   -1.47841602e-01  -8.90606234e-02]
 [ -3.27305190e-01   2.12339314e-01   2.44380603e-02   5.60917477e-03
   -3.74104722e-02  -1.86576250e-01  -1.68191850e-01   2.32519081e-01
   -7.54279258e-02   1.34128328e-01]
 [  1.41025978e-01   1.26081116e-01  -2.44821810e-01  -1.07626860e-01
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   -1.63664323e-02  -1.97450468e-01]
 [  2.21903546e-01  -8.32292235e-02   6.85283484e-02  -7.14424277e-03
   -7.09720491e-02  -3.81540273e-02  -8.70630626e-02  -1.38255394e-01
    1.17999320e-01  -1.50808403e-01]
 [ -1.01302113e-01   1.01132016e-02   1.21160019e-01   1.17626887e-01
   -7.09017276e-02  -1.10875074e-01   2.08560131e-01  -7.52269868e-02
    1.88711193e-01   6.19419061e-03]
 [  2.21323515e-02  -8.28344904e-02   2.17063708e-01  -2.20573529e-01
    4.96772577e-02   1.09633337e-01  -4.23937384e-02  -1.10565471e-01
    3.27024191e-02   2.68535296e-01]]
[[ 0.21145609]
 [ 0.66634816]
 [ 0.17607495]
 [ 0.22074865]
 [-1.02859646]
 [-0.21294622]
 [-0.742002  ]
 [-0.07785716]
 [ 0.12672385]
 [ 0.40871255]]
Progress: 3.1% ... Training loss: 0.641 ... Validation loss: 1.087[[  9.61788006e-02   1.94302880e-01  -1.58087687e-01   3.51073269e-02
   -5.52421400e-01  -1.32930037e-02  -4.98592145e-02   1.41248369e-01
   -1.50702390e-01   1.35786985e-01]
 [  2.13906263e-02   1.96779354e-01  -1.65933796e-02   4.73628528e-02
    6.95885601e-02  -8.90491014e-03   2.75043941e-01   4.13918306e-02
    1.44229701e-01  -1.74836712e-02]
 [  2.26460819e-01   4.74669361e-01   4.51110042e-02   1.99501346e-01
   -2.78180692e-01  -9.21277188e-02  -6.78062571e-01  -3.09387002e-02
    1.54024401e-01   4.52645892e-01]
 [ -5.74946899e-02  -4.31716186e-01  -2.58904244e-01  -6.49950783e-02
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   -2.34337011e-02  -3.12995701e-02]
 [ -1.03863085e-03   2.32697790e-01  -1.47929928e-01   5.15345025e-02
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   -2.04265212e-01   7.71010373e-02]
 [ -3.64245724e-01  -2.77019929e-01  -2.96163294e-01   1.14197999e-01
    2.05627279e-01   7.31857237e-02   4.32511705e-03  -2.98621491e-02
   -3.36098537e-02   9.73534162e-03]
 [  5.39602720e-03  -7.38646117e-02   1.65685647e-02   1.18541306e-01
   -2.58029448e-01  -7.94691855e-02   9.94131894e-02  -1.87883561e-01
    1.89933273e-01   7.63205262e-02]
 [  1.37627562e-01  -8.17614030e-02   4.54417611e-02  -3.77742743e-02
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    8.11200361e-02   4.23681245e-02]
 [ -1.56258484e-01  -1.57502984e-02  -3.03724154e-01   2.18936186e-03
   -1.19882088e-01   6.95940618e-02  -2.95094431e-01  -2.23268435e-02
    2.80090464e-01  -9.52601008e-02]
 [  4.16859708e-02  -1.46883827e-01   7.97900075e-02   4.57477736e-03
    4.68599633e-02  -8.57745335e-02  -7.89904942e-02  -9.22214504e-02
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[[ 0.21004963]
 [ 0.66957188]
 [ 0.17958516]
 [ 0.22500939]
 [-1.0328572 ]
 [-0.21248699]
 [-0.74531373]
 [-0.07703561]
 [ 0.12842359]
 [ 0.41216205]]
Progress: 3.1% ... Training loss: 0.639 ... Validation loss: 1.082[[  9.85526178e-02   2.00240196e-01  -1.56148129e-01   3.76216065e-02
   -5.60183661e-01  -1.55819350e-02  -5.59166246e-02   1.40361776e-01
   -1.49236170e-01   1.40137156e-01]
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 [  2.27379207e-01   4.76164170e-01   4.60069716e-02   2.00440704e-01
   -2.79977954e-01  -9.30722733e-02  -6.79540025e-01  -3.12794446e-02
    1.54623100e-01   4.54177587e-01]
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   -2.44503632e-02  -3.34904329e-02]
 [ -7.12890242e-04   2.32466070e-01  -1.47718870e-01   5.18219779e-02
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   -8.78445403e-02  -2.18039275e-01]
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 [  1.07852419e-01  -1.09225041e-01   1.01490143e-02   2.48419054e-02
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   -5.42027579e-02  -1.37038605e-01]
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 [ -3.27509537e-01   2.11946007e-01   2.42875604e-02   5.42722702e-03
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 [ -9.98354708e-02   1.38639112e-02   1.22393604e-01   1.19043725e-01
   -7.51352306e-02  -1.12227660e-01   2.04228332e-01  -7.57645075e-02
    1.89592212e-01   8.75181912e-03]
 [  2.18100885e-02  -8.39912049e-02   2.16772641e-01  -2.20905110e-01
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[[ 0.22671324]
 [ 0.68993075]
 [ 0.1910073 ]
 [ 0.24484836]
 [-1.03099043]
 [-0.20205923]
 [-0.7398272 ]
 [-0.06329088]
 [ 0.1455379 ]
 [ 0.42831528]]
Progress: 3.2% ... Training loss: 0.642 ... Validation loss: 1.038[[  9.80995325e-02   1.98557388e-01  -1.56430765e-01   3.71335861e-02
   -5.56986787e-01  -1.51434144e-02  -5.38617047e-02   1.40487693e-01
   -1.49527819e-01   1.39151914e-01]
 [  2.14334873e-02   1.96777673e-01  -1.65694657e-02   4.73926802e-02
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    1.44261057e-01  -1.74736085e-02]
 [  2.28275731e-01   4.78336384e-01   4.67595889e-02   2.01421058e-01
   -2.82500445e-01  -9.37905187e-02  -6.81923969e-01  -3.15226003e-02
    1.55152052e-01   4.55730371e-01]
 [ -5.95318880e-02  -4.35139675e-01  -2.60716910e-01  -6.68899945e-02
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   -2.47536336e-02  -3.40186117e-02]
 [  3.23642852e-04   2.34088014e-01  -1.46823921e-01   5.29251623e-02
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   -2.03238382e-01   7.90265060e-02]
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   -3.33678627e-02   1.04546749e-02]
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   -1.08088896e-01  -1.09368648e-01]
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   -1.24766995e-01  -4.25247298e-02]
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 [  8.86015850e-02   1.28339241e-01   1.09286581e-01   1.41969784e-01
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 [  1.07827026e-01  -1.09287935e-01   1.01318583e-02   2.48142745e-02
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   -2.64856314e-01  -5.45835178e-02]
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 [  2.20354127e-01  -5.18350281e-02  -1.54697604e-01   1.44415705e-01
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 [  5.46813503e-02   3.35679420e-02  -1.01002335e-01  -1.05730580e-02
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   -6.86759520e-02  -6.57294823e-02]
 [  1.53574071e-01  -1.14637331e-01  -1.37491948e-01   2.78159880e-04
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 [ -1.40533628e-01   1.42221954e-01   2.43448586e-01  -5.46608408e-02
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   -1.47462924e-01  -8.80428747e-02]
 [ -3.28155208e-01   2.10537945e-01   2.37428291e-02   4.77263476e-03
   -3.40701926e-02  -1.85906433e-01  -1.65606122e-01   2.32755015e-01
   -7.59296758e-02   1.32817673e-01]
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   -1.64333839e-02  -1.97821009e-01]
 [  2.20875843e-01  -8.64668357e-02   6.75745084e-02  -8.34313672e-03
   -6.60732804e-02  -3.71234162e-02  -8.41077568e-02  -1.37895207e-01
    1.17268349e-01  -1.52744765e-01]
 [ -9.95203680e-02   1.48732062e-02   1.22682992e-01   1.19377729e-01
   -7.61253285e-02  -1.12506623e-01   2.03151063e-01  -7.58513187e-02
    1.89770791e-01   9.40087891e-03]
 [  2.18552602e-02  -8.43016090e-02   2.16818444e-01  -2.20838801e-01
    5.23522211e-02   1.09880426e-01  -4.03441924e-02  -1.10485575e-01
    3.25897339e-02   2.67547196e-01]]
[[ 0.21577772]
 [ 0.68064427]
 [ 0.17753295]
 [ 0.23234401]
 [-1.04814817]
 [-0.21659786]
 [-0.75622042]
 [-0.07475462]
 [ 0.13299511]
 [ 0.41499889]]
Progress: 3.2% ... Training loss: 0.635 ... Validation loss: 1.074[[  9.88663366e-02   1.99199657e-01  -1.55782311e-01   3.78538812e-02
   -5.57962513e-01  -1.58563306e-02  -5.48981879e-02   1.40204250e-01
   -1.49038556e-01   1.40421361e-01]
 [  2.14334873e-02   1.96777673e-01  -1.65694657e-02   4.73926802e-02
    6.94793011e-02  -8.93920902e-03   2.75059771e-01   4.13832633e-02
    1.44261057e-01  -1.74736085e-02]
 [  2.27129758e-01   4.73084199e-01   4.55935589e-02   1.99794533e-01
   -2.73910619e-01  -9.24275279e-02  -6.77395012e-01  -3.10528010e-02
    1.54341930e-01   4.53371284e-01]
 [ -6.08864230e-02  -4.37651369e-01  -2.61684173e-01  -6.80825389e-02
    4.51539443e-01   1.96425673e-01   3.20039420e-01   5.61883175e-02
   -2.55589838e-02  -3.58093082e-02]
 [  1.08882165e-03   2.35746713e-01  -1.46210321e-01   5.37438779e-02
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   -2.02734473e-01   8.02705741e-02]
 [ -3.63813509e-01  -2.75701814e-01  -2.95872405e-01   1.14656853e-01
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   -3.33272270e-02   1.05091840e-02]
 [  5.58064017e-03  -7.47796690e-02   1.67215795e-02   1.18630948e-01
   -2.55837515e-01  -7.96041817e-02   9.98541548e-02  -1.87984495e-01
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   -4.14899279e-02   1.53788072e-01]
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   -2.20718620e-02  -1.23802948e-01]
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   -1.08175224e-01  -1.09661732e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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 [ -2.04990890e-01  -8.91618986e-02   1.23745084e-01   2.78459348e-01
   -1.67217120e-01  -8.46169743e-02  -1.64404255e-01  -2.53943776e-01
   -2.02043185e-01   2.39131934e-02]
 [  1.06014235e-01  -4.31490848e-02  -2.42912770e-02   9.65169184e-02
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 [  9.65769014e-03  -9.17773531e-02  -2.24849022e-01   1.11178225e-01
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   -1.24780127e-01  -4.26010670e-02]
 [ -1.26067840e-01  -3.96568102e-02  -2.04996424e-01   1.52053678e-01
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 [ -7.77774087e-02  -4.32833025e-02   2.72888050e-01   9.28374328e-02
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 [  8.91353982e-02   1.28989756e-01   1.09728119e-01   1.42505116e-01
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   -2.38333261e-03   7.48031597e-03]
 [  2.44322260e-02  -8.06131750e-02  -2.78097323e-01  -2.20672143e-02
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 [  5.40273091e-02   5.07610312e-02  -1.19620301e-01   4.23038153e-02
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 [  9.82506905e-02   5.83211174e-02  -5.61717019e-02  -1.17458302e-01
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 [ -9.77258759e-02   2.42049841e-02  -1.46567532e-02   2.32990836e-02
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 [  6.13835968e-02   2.06442672e-01  -2.54198365e-02  -1.39763759e-03
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   -8.84174709e-02  -2.19732069e-01]
 [  9.47374822e-02  -1.98910073e-02   3.10182268e-02   8.01359856e-02
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 [  1.07306988e-01  -1.10940120e-01   9.68085620e-03   2.42166372e-02
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   -2.65197095e-01  -5.55884001e-02]
 [ -4.58028079e-02  -2.23523617e-01   5.59080847e-02  -3.51738435e-02
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 [ -1.78215155e-01  -5.09946728e-02   1.13612592e-01   9.68829632e-02
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 [ -5.12307259e-02   1.44751126e-01   3.28058012e-01  -3.80124058e-02
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   -1.03640589e-01   2.01063151e-01]
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 [  6.69620418e-02   9.95620547e-02   1.37313786e-01  -1.54880827e-01
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 [  2.20918287e-01  -5.01544919e-02  -1.54212946e-01   1.45049083e-01
   -3.86134762e-01  -1.96740788e-01  -6.64790527e-02   1.90991600e-01
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 [  3.58513130e-02   1.10800860e-01   2.44578667e-01   2.35405635e-01
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   -1.49823674e-01  -3.05269487e-01]
 [  5.45115158e-02   3.30835740e-02  -1.01158700e-01  -1.07726639e-02
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 [ -1.03711274e-02  -8.28438586e-02  -7.02724469e-02  -6.60360926e-02
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 [  1.45685043e-03  -1.62873663e-02   2.32000785e-01   3.57516399e-02
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   -2.15106273e-01   7.18722719e-02]
 [  3.70911918e-02  -6.78423442e-02   9.21094458e-02  -4.17237121e-02
   -8.44378930e-02   9.06847861e-02   1.73417981e-01  -2.70996135e-01
   -5.43922135e-02  -1.37505409e-01]
 [ -3.40786229e-02   1.56076435e-02   7.51746529e-02  -6.33957732e-02
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   -4.68147474e-02   1.48076671e-01]
 [  2.30623502e-01   7.42471185e-02   3.48770771e-02   9.47532794e-02
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   -4.38409248e-02   8.63248441e-04]
 [ -4.20715057e-02  -2.48378324e-01  -2.72024443e-02  -7.74158813e-02
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   -5.60176745e-03   1.40494177e-01   3.27969202e-02   1.69177383e-01
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 [ -1.08646180e-01   1.17833795e-01   2.22785423e-01  -3.65559994e-02
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   -7.31381782e-02  -5.93125947e-03]
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   -2.84577687e-01  -1.04420077e-01]
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   -4.08482035e-02   8.86637820e-02  -4.45337019e-02   1.00675400e-01
   -1.60610543e-01   1.06603695e-01]
 [  1.03698855e-01  -9.52522080e-02  -7.64718980e-02  -3.19370602e-02
   -6.90626570e-02  -3.43582460e-02  -1.18858992e-01   1.47969924e-01
   -6.88719772e-02  -6.63066773e-02]
 [  1.53783402e-01  -1.14207870e-01  -1.37324676e-01   4.74278067e-04
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 [ -1.39228620e-01   1.44609377e-01   2.44503973e-01  -5.33258358e-02
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   -1.46637418e-01  -8.59350746e-02]
 [ -3.28540388e-01   2.09521094e-01   2.34332478e-02   4.37415240e-03
   -3.19101661e-02  -1.85544428e-01  -1.64316109e-01   2.32865544e-01
   -7.61382377e-02   1.32201958e-01]
 [  1.40366375e-01   1.23289847e-01  -2.45482926e-01  -1.08460760e-01
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   -1.67969557e-02  -1.98854513e-01]
 [  2.20652762e-01  -8.69521398e-02   6.73866141e-02  -8.59070426e-03
   -6.50243935e-02  -3.69122288e-02  -8.36401330e-02  -1.37810717e-01
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 [ -1.00054524e-01   1.33685224e-02   1.22236681e-01   1.18811174e-01
   -7.36074829e-02  -1.11999931e-01   2.04771708e-01  -7.56644890e-02
    1.89441521e-01   8.52946022e-03]
 [  2.09078444e-02  -8.73525988e-02   2.16026296e-01  -2.21892363e-01
    5.69438935e-02   1.10847700e-01  -3.72720334e-02  -1.10149490e-01
    3.19915933e-02   2.66039013e-01]]
[[ 0.20194404]
 [ 0.67389532]
 [ 0.16762797]
 [ 0.22391363]
 [-1.06475858]
 [-0.22669513]
 [-0.76651493]
 [-0.08691902]
 [ 0.12054664]
 [ 0.39988417]]
Progress: 3.3% ... Training loss: 0.637 ... Validation loss: 1.110[[ 0.1012469   0.20596774 -0.15371444  0.04062672 -0.56696328 -0.01851349
  -0.06173569  0.13912808 -0.14753672  0.14513099]
 [ 0.0215403   0.19705315 -0.01648895  0.04750122  0.06901779 -0.0090481
   0.27469897  0.04134112  0.14431257 -0.01728568]
 [ 0.22951482  0.480588    0.0476895   0.2025456  -0.28343246 -0.09512877
  -0.6844341  -0.03210122  0.15584827  0.45812874]
 [-0.06186886 -0.4399776  -0.26252059 -0.06894477  0.45333045  0.19725412
   0.3211541   0.0565265  -0.026106   -0.03736624]
 [ 0.00103616  0.23470459 -0.14645814  0.0534085   0.05278607 -0.17959605
  -0.05108479 -0.11994117 -0.20282136  0.07977113]
 [-0.36346831 -0.27480579 -0.2955679   0.11511092  0.20245568  0.07224421
   0.00220892 -0.03026179 -0.03310104  0.01111692]
 [ 0.0059752  -0.07376833  0.01707726  0.11907633 -0.25676174 -0.07997304
   0.0985805  -0.18814378  0.19027864  0.07716145]
 [ 0.13707097 -0.08484167  0.04496901 -0.0384168   0.01688063 -0.05904755
  -0.11699374  0.12164585  0.08076954  0.04156071]
 [-0.15553959 -0.01398399 -0.30312353  0.00299667 -0.12235378  0.0687499
  -0.2966991  -0.02268754  0.28046203 -0.09377691]
 [ 0.04115086 -0.15205084  0.07926811  0.0035934   0.05852556 -0.08508368
  -0.07240942 -0.09222455 -0.04068614  0.15611117]
 [-0.07601613  0.14563793 -0.00239541 -0.15769642 -0.03151199  0.03260875
   0.04271153 -0.09760604 -0.02092329 -0.11991378]
 [-0.0487269   0.15218516 -0.04156915  0.06775198  0.08455415  0.06808361
  -0.19211756 -0.0157572  -0.10842649 -0.11053989]
 [-0.15552624  0.00744339  0.06267519  0.0238846  -0.17757554 -0.22052817
  -0.1821667  -0.19691155  0.08886571  0.17654103]
 [-0.20486442 -0.08874117  0.12389079  0.27866942 -0.16800585 -0.08481617
  -0.1649343  -0.2540258  -0.20194904  0.02421853]
 [ 0.10623254 -0.04254696 -0.02410954  0.09675721  0.02381638 -0.07028665
   0.10959479  0.00626302  0.01423509  0.0054675 ]
 [ 0.0095073  -0.0924021  -0.22499861  0.11101145  0.03304167  0.11061605
  -0.0242091  -0.0163098  -0.12487054 -0.04299123]
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   0.00116036 -0.25092361  0.06064178 -0.20045547]
 [-0.07744959 -0.04238339  0.27316921  0.09318643  0.1121449  -0.05738328
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   0.11888482  0.11543367 -0.00260254  0.00686499]
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 [ 0.05525916  0.05473539 -0.11853207  0.04376967 -0.12689273  0.3260772
   0.20826231  0.20576805 -0.16889386 -0.04157666]
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  -0.20715549 -0.03476157  0.19989784  0.0761282 ]
 [ 0.09837548  0.05870105 -0.05606344 -0.11732025 -0.07859653 -0.32178081
   0.12477834  0.01063757  0.13385684  0.0755126 ]
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  -0.05731376 -0.02138744  0.01855657  0.08425272]
 [ 0.06112924  0.20553891 -0.02564457 -0.00170334  0.09509622  0.21606039
   0.23797341  0.10857161 -0.08858057 -0.22026573]
 [ 0.09447626 -0.02073546  0.03080168  0.07986292  0.1343968   0.02741081
   0.13193347  0.08539115  0.13977103 -0.19292937]
 [ 0.10718158 -0.11135491  0.00957525  0.0240719   0.22025496 -0.04056856
   0.14083273  0.0426398  -0.26527398 -0.05581612]
 [-0.04615676 -0.224711    0.05559115 -0.0355969   0.20009123 -0.1678484
   0.21478348 -0.08795317  0.05486928  0.2640393 ]
 [-0.17859361 -0.05222161  0.11330444  0.09646739  0.44043961  0.07230744
   0.04621674  0.04169318  0.01636877  0.0352746 ]
 [-0.05176867  0.14294692  0.32761884 -0.0386279  -0.02678525 -0.13723494
   0.20999427  0.00791028 -0.103967    0.200096  ]
 [-0.04871641  0.01472116 -0.14002215  0.00710301  0.12601617 -0.27579894
  -0.0748263   0.16810687  0.06993089  0.00297327]
 [ 0.06708989  0.09999919  0.13742577 -0.15472252  0.1556796   0.08653243
   0.00975197  0.29078914  0.02835333  0.09042127]
 [ 0.22207748 -0.04602421 -0.15318479  0.14643745 -0.39134367 -0.19813176
  -0.07112547  0.19047267  0.25695081 -0.25513957]
 [ 0.0363171   0.11228105  0.24499139  0.23601881  0.0037733  -0.18296966
  -0.13002519 -0.12947385 -0.14952025 -0.3043582 ]
 [ 0.05442455  0.03285709 -0.10122737 -0.01086054  0.10918952  0.02334906
  -0.0935686  -0.1849969   0.0674062   0.2550187 ]
 [-0.01049668 -0.08332476 -0.07036907 -0.06617887  0.03888554 -0.16735745
   0.12176836  0.00980251  0.02612294 -0.00591431]
 [ 0.00127132 -0.01673346  0.23185446  0.03556481 -0.10179713 -0.11488497
   0.2044838   0.04084818 -0.21521514  0.07157679]
 [ 0.0372992  -0.06714381  0.0922891  -0.04148708 -0.08548275  0.09044172
   0.17270022 -0.271092   -0.0542757  -0.13707532]
 [-0.03417121  0.01533379  0.07509274 -0.06350304  0.0729637   0.19425023
   0.16794882  0.11740734 -0.04687191  0.14789627]
 [ 0.23069289  0.07454136  0.03497494  0.09487737  0.00441555 -0.02776776
  -0.17543037  0.14700524 -0.04377237  0.00102517]
 [-0.04143044 -0.24644307 -0.0266696  -0.07669299 -0.03698292 -0.06932584
   0.02958022  0.04508702  0.03424277  0.07261476]
 [-0.16998709  0.10278827  0.00641739  0.12823065 -0.23664842 -0.17916565
  -0.16379345 -0.06159543  0.06329776  0.02380543]
 [-0.0071752   0.09716718 -0.04262147  0.16347345 -0.01254786  0.04566978
   0.03164223  0.16425528  0.0026622   0.22511976]
 [ 0.18263354  0.08165208  0.20042746  0.02596299 -0.00740411  0.14001421
   0.03142353  0.1689952   0.15066927 -0.05560714]
 [-0.10862354  0.11788487  0.2228027  -0.03653254  0.1398762   0.15588336
   0.01360099 -0.01286997 -0.07312456 -0.00589623]
 [-0.10321476 -0.02339678  0.02213428  0.08063677 -0.01194266  0.12152463
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 [-0.17208736  0.11697225 -0.06765123 -0.27936234 -0.04018363  0.08881643
  -0.04411291  0.10073344 -0.16069065  0.10638511]
 [ 0.10359559 -0.09556358 -0.07655919 -0.03205583 -0.06859728 -0.0342403
  -0.11847474  0.14801658 -0.06893617 -0.0664944 ]
 [ 0.15428198 -0.11286097 -0.13682961  0.00106779  0.13142563 -0.06146015
  -0.06900877 -0.14632856  0.13328804 -0.08873146]
 [-0.1389948   0.14514264  0.24468578 -0.05310931  0.23696941  0.1086879
   0.00529004 -0.29413581 -0.14651913 -0.08551223]
 [-0.32881308  0.20870087  0.02324865  0.00414688 -0.03061081 -0.18535488
  -0.16327445  0.23295653 -0.07627996  0.13182205]
 [ 0.14213693  0.12832866 -0.2439796  -0.10642298  0.09875124 -0.28288372
  -0.00704375 -0.16596302 -0.01569197 -0.19550578]
 [ 0.2205156  -0.08741749  0.06726484 -0.00875969 -0.06418783 -0.03676651
  -0.08320371 -0.13774547  0.11700931 -0.15346557]
 [-0.09960327  0.01493519  0.1225806   0.11935206 -0.07541296 -0.1124972
   0.20305575 -0.07585267  0.18971427  0.00939001]
 [ 0.02109951 -0.0867801   0.21618546 -0.22167956  0.05582078  0.11064088
  -0.03788513 -0.1102301   0.0321039   0.2664285 ]]
[[ 0.23751505]
 [ 0.7130984 ]
 [ 0.19246273]
 [ 0.25821641]
 [-1.05051965]
 [-0.2023987 ]
 [-0.74870504]
 [-0.05782615]
 [ 0.15533358]
 [ 0.43275383]]
Progress: 3.4% ... Training loss: 0.638 ... Validation loss: 1.017[[ 0.10195411  0.2073758  -0.15325606  0.04121137 -0.5679987  -0.0189489
  -0.0626436   0.13897801 -0.1471529   0.14580011]
 [ 0.02153078  0.19701973 -0.01649794  0.04748897  0.06906602 -0.00903852
   0.27472953  0.04134373  0.1443056  -0.01730272]
 [ 0.23020272  0.48130011  0.04813699  0.20301334 -0.28397448 -0.09553103
  -0.6850878  -0.03222773  0.15619388  0.458838  ]
 [-0.06254043 -0.44140446 -0.26301753 -0.06947088  0.45363445  0.19779469
   0.32246701  0.05668721 -0.02648004 -0.03854252]
 [ 0.00168333  0.23643939 -0.14587751  0.05409925  0.0503173  -0.18019801
  -0.05285602 -0.12010696 -0.20239377  0.0807426 ]
 [-0.36353323 -0.27512403 -0.29570446  0.11504764  0.20275772  0.07228397
   0.00234347 -0.03025086 -0.03314051  0.01089233]
 [ 0.00623981 -0.07350844  0.0172332   0.11921609 -0.25581389 -0.08012099
   0.09879327 -0.18820124  0.19038731  0.07732112]
 [ 0.13616411 -0.08797861  0.04417082 -0.03951762  0.02115656 -0.05820812
  -0.11378906  0.12188825  0.08015688  0.03971557]
 [-0.15570109 -0.01429733 -0.30324008  0.00285132 -0.12170208  0.0688679
  -0.29621033 -0.02264975  0.28035512 -0.0940603 ]
 [ 0.0400904  -0.15558222  0.07826395  0.00221948  0.06525941 -0.08406306
  -0.0680895  -0.09193267 -0.04146598  0.15370874]
 [-0.07612217  0.14532787 -0.00247729 -0.15780146 -0.03111236  0.03268638
   0.0430164  -0.09759153 -0.02099492 -0.12008947]
 [-0.04842908  0.15251796 -0.04137847  0.06806124  0.08359817  0.06783459
  -0.19270156 -0.01582992 -0.10822538 -0.11015524]
 [-0.15552624  0.00744339  0.06267519  0.0238846  -0.17757554 -0.22052817
  -0.1821667  -0.19691155  0.08886571  0.17654103]
 [-0.2049463  -0.08897498  0.12380316  0.27857869 -0.16759329 -0.08472415
  -0.16466623 -0.25400943 -0.20199626  0.02404589]
 [ 0.1060421  -0.04298153 -0.02426598  0.09656061  0.02460732 -0.07016958
   0.11009038  0.00630627  0.01411894  0.00513702]
 [ 0.00961722 -0.0920583  -0.22491394  0.11112952  0.03255447  0.11052978
  -0.02464488 -0.01633545 -0.12481031 -0.04276443]
 [-0.12557865 -0.03843494 -0.20461377  0.15253029 -0.06803055  0.13474685
   0.001111   -0.25093618  0.06067698 -0.20038574]
 [-0.07669932 -0.04044671  0.27373488  0.0939394   0.1102437  -0.05796763
  -0.13448627  0.12269402  0.06346643  0.03159105]
 [ 0.0881791   0.12590647  0.10896192  0.14143155 -0.14107789 -0.05067251
   0.1208399   0.11558479 -0.0030069   0.00586529]
 [ 0.02484976 -0.07947474 -0.27777774 -0.02160687  0.14049472 -0.10790145
   0.09946911  0.16105894  0.12255736  0.00645734]
 [ 0.05474676  0.05305634 -0.11896168  0.04318707 -0.12451005  0.32651929
   0.21002837  0.20589224 -0.16923933 -0.0425667 ]
 [-0.00287609 -0.04285335  0.11281778  0.09567002  0.00746727  0.12082298
  -0.20619674 -0.0346832   0.19968847  0.07560398]
 [ 0.09783852  0.05726401 -0.05648825 -0.11788511 -0.07634322 -0.32134347
   0.12637242  0.0107656   0.13352269  0.07456507]
 [-0.0975074   0.02488322 -0.0144751   0.02353397  0.01142438 -0.20234293
  -0.09255508 -0.01935113  0.01496896  0.1313027 ]
 [-0.13054944 -0.01298346 -0.19125625  0.0151036  -0.30565882 -0.00946258
  -0.05813781 -0.02145464  0.01873535  0.08464636]
 [ 0.06112924  0.20553891 -0.02564457 -0.00170334  0.09509622  0.21606039
   0.23797341  0.10857161 -0.08858057 -0.22026573]
 [ 0.09395717 -0.0223089   0.03036811  0.07928146  0.13669398  0.02786041
   0.13355877  0.0855182   0.13943827 -0.19386981]
 [ 0.10675819 -0.11252307  0.00923215  0.02361538  0.22180725 -0.0402169
   0.14211926  0.04273919 -0.2655528  -0.05658857]
 [-0.04693204 -0.22688783  0.05495874 -0.03646106  0.20358172 -0.16721086
   0.21722242 -0.08776173  0.05436324  0.26271049]
 [-0.17923216 -0.05408167  0.11280181  0.09578124  0.44327148  0.07283726
   0.04817311  0.04184994  0.01595959  0.03413046]
 [-0.05211225  0.14193976  0.32734378 -0.03901738 -0.02528875 -0.13693867
   0.21107117  0.00799605 -0.10419992  0.1994647 ]
 [-0.0493224   0.01307641 -0.14050258  0.00644326  0.12848584 -0.27533104
  -0.07298108  0.16825017  0.06953524  0.00190079]
 [ 0.06748763  0.10124022  0.13775399 -0.15426692  0.15389469  0.08619945
   0.00856299  0.29069202  0.02859345  0.09115122]
 [ 0.22244284 -0.04520476 -0.15296197  0.14683621 -0.39283633 -0.19841654
  -0.07218285  0.19038304  0.25718188 -0.25456418]
 [ 0.0362629   0.11210151  0.24493825  0.23595466  0.00404038 -0.18290778
  -0.12987578 -0.12945699 -0.1495641  -0.30447702]
 [ 0.05439345  0.03280234 -0.10125458 -0.01089933  0.10934151  0.02337706
  -0.09353273 -0.18498526  0.06738603  0.2550002 ]
 [-0.01041181 -0.08295958 -0.07031659 -0.0660982   0.03850083 -0.16744422
   0.12142046  0.00978409  0.02616703 -0.00583571]
 [ 0.00111394 -0.0171432   0.23171001  0.03537724 -0.10112935 -0.11477015
   0.20477478  0.04089047 -0.21533148  0.07135764]
 [ 0.03715601 -0.06753596  0.09217198 -0.04164755 -0.08489399  0.09056694
   0.17313703 -0.27106183 -0.05436906 -0.1373357 ]
 [-0.03403871  0.01579528  0.07518375 -0.06338304  0.07228466  0.19416325
   0.16741438  0.1173842  -0.04680895  0.1481448 ]
 [ 0.23060713  0.07432259  0.03489803  0.09477784  0.00466053 -0.0276976
  -0.17525078  0.14702849 -0.04383202  0.00086832]
 [-0.04099216 -0.24522108 -0.02631966 -0.07621245 -0.03850813 -0.06967907
   0.02847394  0.0449751   0.0345291   0.07331134]
 [-0.16853359  0.10625275  0.00753685  0.12970433 -0.2409138  -0.18031835
  -0.16721582 -0.0619466   0.06424009  0.02621027]
 [-0.0064678   0.09886505 -0.04203556  0.16424489 -0.01541402  0.04509982
   0.02986482  0.16408439  0.00314283  0.2261365 ]
 [ 0.18288107  0.08234043  0.20061778  0.02623495 -0.00833862  0.13980233
   0.03073404  0.16893302  0.15083442 -0.05519303]
 [-0.1086131   0.11790438  0.22280945 -0.03652195  0.13984947  0.15587636
   0.01358614 -0.01287258 -0.07311634 -0.00589201]
 [-0.10343871 -0.02407446  0.02195911  0.08039061 -0.01093172  0.12171478
   0.27748643  0.02067849 -0.28470669 -0.10480153]
 [-0.17231948  0.11631639 -0.0678341  -0.27962006 -0.03918682  0.08900994
  -0.04347629  0.10079147 -0.16084661  0.10600427]
 [ 0.10312286 -0.09703267 -0.07695739 -0.03259682 -0.06652683 -0.03382132
  -0.11694706  0.14813709 -0.06926213 -0.06738797]
 [ 0.15423235 -0.11292412 -0.13688037  0.00100406  0.13152299 -0.06142021
  -0.06882228 -0.1463168   0.1332524  -0.08884667]
 [-0.13917488  0.14451893  0.2445297  -0.05330487  0.23785877  0.10883107
   0.00608904 -0.29409689 -0.14663255 -0.085864  ]
 [-0.32874109  0.20862949  0.02331336  0.00419177 -0.03070628 -0.18537404
  -0.1632188   0.23294482 -0.07623856  0.13174227]
 [ 0.1420169   0.12763332 -0.24414475 -0.10656349  0.09924214 -0.28278475
  -0.00655917 -0.16593229 -0.01577791 -0.19581316]
 [ 0.22025517 -0.08820129  0.06698888 -0.00911971 -0.06241099 -0.03647302
  -0.08216266 -0.13766854  0.11678777 -0.15396739]
 [-0.09958018  0.0146861   0.12254793  0.11929001 -0.07408081 -0.11247916
   0.20333159 -0.07585149  0.18971541  0.00928032]
 [ 0.02074593 -0.08780225  0.21590599 -0.22207227  0.05750715  0.11091567
  -0.03668696 -0.11014425  0.03186753  0.26570072]]
[[ 0.22814876]
 [ 0.71020686]
 [ 0.18316554]
 [ 0.25246285]
 [-1.06489545]
 [-0.21136262]
 [-0.76179467]
 [-0.06564023]
 [ 0.14804535]
 [ 0.42529282]]
Progress: 3.4% ... Training loss: 0.630 ... Validation loss: 1.035[[  1.01718430e-01   2.05590223e-01  -1.53538625e-01   4.08407551e-02
   -5.65037838e-01  -1.86398775e-02  -6.07553606e-02   1.39066934e-01
   -1.47315766e-01   1.45204815e-01]
 [  2.14812402e-02   1.96896441e-01  -1.65386658e-02   4.74337541e-02
    6.92838795e-02  -8.99232810e-03   2.74872182e-01   4.13580927e-02
    1.44274753e-01  -1.73949183e-02]
 [  2.29385670e-01   4.77845076e-01   4.74716084e-02   2.02045960e-01
   -2.79301289e-01  -9.47798022e-02  -6.81641507e-01  -3.19751327e-02
    1.55636162e-01   4.57294479e-01]
 [ -6.36967192e-02  -4.44024075e-01  -2.63964316e-01  -7.06426937e-02
    4.56568905e-01   1.98751843e-01   3.25600336e-01   5.70012561e-02
   -2.71932753e-02  -4.03331200e-02]
 [  2.97041078e-03   2.39433289e-01  -1.44781389e-01   5.55304411e-02
    4.57856422e-02  -1.81411965e-01  -5.62368551e-02  -1.20486510e-01
   -2.01513227e-01   8.29058075e-02]
 [ -3.63741907e-01  -2.75657970e-01  -2.95937447e-01   1.14801296e-01
    2.03663929e-01   7.24707393e-02   2.94792145e-03  -3.01826336e-02
   -3.32647302e-02   1.05026405e-02]
 [  6.05782547e-03  -7.46149997e-02   1.70565396e-02   1.18957037e-01
   -2.53943069e-01  -7.99382908e-02   9.96555568e-02  -1.88141517e-01
    1.90258084e-01   7.68982413e-02]
 [  1.34402696e-01  -9.32070737e-02   4.27141837e-02  -4.15314908e-02
    2.93057071e-02  -5.65309708e-02  -1.08252263e-01   1.22411354e-01
    7.89880642e-02   3.65793360e-02]
 [ -1.55430481e-01  -1.39127785e-02  -3.03025356e-01   3.13462243e-03
   -1.22376512e-01   6.86207062e-02  -2.96426500e-01  -2.27300250e-02
    2.80535988e-01  -9.36909402e-02]
 [  3.85175236e-02  -1.60511653e-01   7.69253260e-02   3.64138454e-04
    7.35447074e-02  -8.25481975e-02  -6.27109085e-02  -9.14574700e-02
   -4.25114678e-02   1.50711890e-01]
 [ -7.64786131e-02   1.43632634e-01  -2.82542858e-03  -1.58232707e-01
   -2.89663590e-02   3.30159920e-02   4.45885152e-02  -9.74821126e-02
   -2.12210578e-02  -1.20764643e-01]
 [ -4.83812139e-02   1.52658223e-01  -4.13432607e-02   6.81118572e-02
    8.34186252e-02   6.77895484e-02  -1.92864911e-01  -1.58437615e-02
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[[ 0.20812925]
 [ 0.69562099]
 [ 0.16372934]
 [ 0.23537912]
 [-1.085402  ]
 [-0.22932976]
 [-0.78170562]
 [-0.08295874]
 [ 0.1297718 ]
 [ 0.40546629]]
Progress: 3.5% ... Training loss: 0.630 ... Validation loss: 1.092[[  1.04448129e-01   2.12948059e-01  -1.51369427e-01   4.40427512e-02
   -5.77075130e-01  -2.16654752e-02  -6.88891763e-02   1.37941808e-01
   -1.45510866e-01   1.50079262e-01]
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    1.44221226e-01  -1.75476121e-02]
 [  2.30578835e-01   4.80923154e-01   4.84212258e-02   2.03255805e-01
   -2.82620055e-01  -9.59298447e-02  -6.84376478e-01  -3.24221345e-02
    1.56312894e-01   4.58785788e-01]
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   -2.74419405e-02  -4.05873724e-02]
 [  2.17956415e-03   2.37034643e-01  -1.45243152e-01   5.46165870e-02
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   -3.25552239e-02   1.24826898e-02]
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   -8.89556248e-02  -2.21349088e-01]
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 [  2.09471536e-02  -8.76782025e-02   2.16041339e-01  -2.21837774e-01
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[[ 0.24089795]
 [ 0.73233975]
 [ 0.19076604]
 [ 0.27145366]
 [-1.06473999]
 [-0.20259243]
 [-0.75725119]
 [-0.04788002]
 [ 0.16555299]
 [ 0.44284205]]
Progress: 3.5% ... Training loss: 0.638 ... Validation loss: 0.997[[  1.04402438e-01   2.12366099e-01  -1.51397632e-01   4.39709849e-02
   -5.76032027e-01  -2.16294690e-02  -6.81812047e-02   1.37937337e-01
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   -1.47123403e-01  -8.69394917e-02]
 [ -3.27911293e-01   2.10980211e-01   2.39200658e-02   5.16156319e-03
   -3.51757458e-02  -1.86491734e-01  -1.65925810e-01   2.32469729e-01
   -7.57304640e-02   1.33156463e-01]
 [  1.41818570e-01   1.26457758e-01  -2.44216811e-01  -1.06834534e-01
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   -1.59751728e-02  -1.96434667e-01]
 [  2.19195507e-01  -9.13884718e-02   6.61081561e-02  -1.03772434e-02
   -5.73905513e-02  -3.54063363e-02  -7.87519454e-02  -1.37350625e-01
    1.16092213e-01  -1.55888640e-01]
 [ -1.00366178e-01   1.19284913e-02   1.21878263e-01   1.18399637e-01
   -7.01395660e-02  -1.11745177e-01   2.06199140e-01  -7.56126126e-02
    1.89184014e-01   7.77797091e-03]
 [  2.12706444e-02  -8.69078571e-02   2.16241078e-01  -2.21475703e-01
    5.65282175e-02   1.10438811e-01  -3.74414921e-02  -1.10285671e-01
    3.22114015e-02   2.66363036e-01]]
[[ 0.22207751]
 [ 0.71545727]
 [ 0.17410846]
 [ 0.25167861]
 [-1.09209051]
 [-0.22129069]
 [-0.77895199]
 [-0.0665595 ]
 [ 0.14663412]
 [ 0.42130502]]
Progress: 3.5% ... Training loss: 0.623 ... Validation loss: 1.045[[  1.05188852e-01   2.14460979e-01  -1.50751949e-01   4.48177875e-02
   -5.77992495e-01  -2.24751764e-02  -7.06249311e-02   1.37696497e-01
   -1.45030848e-01   1.51442206e-01]
 [  2.13833111e-02   1.96515603e-01  -1.66166237e-02   4.73104034e-02
    6.97932433e-02  -8.88239424e-03   2.75206570e-01   4.13935446e-02
    1.44200015e-01  -1.75914494e-02]
 [  2.29743603e-01   4.79303115e-01   4.78736662e-02   2.02288349e-01
   -2.78228202e-01  -9.51908111e-02  -6.83111770e-01  -3.22038587e-02
    1.55613310e-01   4.57793269e-01]
 [ -6.47847728e-02  -4.47923008e-01  -2.64681578e-01  -7.14818728e-02
    4.54513250e-01   1.99450397e-01   3.28998242e-01   5.71074993e-02
   -2.79388552e-02  -4.13164281e-02]
 [ -1.02574956e-03   2.27274671e-01  -1.47575895e-01   5.08942450e-02
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   -2.03686006e-01   7.50393887e-02]
 [ -3.63390329e-01  -2.75107231e-01  -2.95706109e-01   1.15301231e-01
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   -3.29337181e-02   1.10851585e-02]
 [  7.05696163e-03  -7.21879556e-02   1.78307747e-02   1.20019732e-01
   -2.55841250e-01  -8.10997703e-02   9.69212377e-02  -1.88586899e-01
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 [  1.33157152e-01  -9.69701621e-02   4.16824075e-02  -4.30346400e-02
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    7.80503016e-02   3.42278662e-02]
 [ -1.55390177e-01  -1.37887277e-02  -3.02942876e-01   3.12866483e-03
   -1.21610879e-01   6.84869085e-02  -2.95864172e-01  -2.28506085e-02
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 [  3.87183539e-02  -1.60469303e-01   7.69585687e-02   2.87051664e-04
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   -4.25823804e-02   1.50581002e-01]
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   -3.41764662e-02   3.17696312e-02   4.18312116e-02  -9.79690488e-02
   -2.05484001e-02  -1.18931353e-01]
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   -1.08857281e-01  -1.11958667e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.05548167e-01  -9.08287476e-02   1.23279408e-01   2.77922302e-01
   -1.64830592e-01  -8.42510728e-02  -1.62665860e-01  -2.53876713e-01
   -2.02327425e-01   2.29469123e-02]
 [  1.06626651e-01  -4.18423762e-02  -2.38131874e-02   9.72910796e-02
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 [  1.03904010e-02  -8.95642032e-02  -2.24370276e-01   1.11971371e-01
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   -1.24300043e-01  -4.13601292e-02]
 [ -1.25810632e-01  -3.96795922e-02  -2.04805117e-01   1.52202975e-01
   -6.54414723e-02   1.34876637e-01   1.97684938e-03  -2.50965429e-01
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 [ -7.62847867e-02  -3.92123858e-02   2.74026642e-01   9.44108552e-02
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 [  8.73540230e-02   1.22697220e-01   1.08311307e-01   1.40480400e-01
   -1.36045501e-01  -4.99507804e-02   1.24255445e-01   1.15776996e-01
   -3.53648525e-03   4.36139734e-03]
 [  2.38742199e-02  -8.27532197e-02  -2.78598837e-01  -2.28006667e-02
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 [  5.32223308e-02   4.86313066e-02  -1.20214130e-01   4.13942421e-02
   -1.17634673e-01   3.27957318e-01   2.14709747e-01   2.06312104e-01
   -1.70301629e-01  -4.52865519e-02]
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 [  9.80675274e-02   5.83063310e-02  -5.62886592e-02  -1.17610453e-01
   -7.75078510e-02  -3.21715789e-01   1.25418125e-01   1.06019957e-02
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 [ -9.78916543e-02   2.40232462e-02  -1.47583631e-02   2.30992201e-02
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   -3.05268034e-01  -9.41638974e-03  -5.78823856e-02  -2.14620805e-02
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 [  6.00097218e-02   2.01916174e-01  -2.65428474e-02  -3.01081162e-03
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   -8.93208891e-02  -2.22392214e-01]
 [  9.30624620e-02  -2.49829356e-02   2.96530315e-02   7.82461098e-02
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    1.38862825e-01  -1.95574818e-01]
 [  1.04739878e-01  -1.18865103e-01   7.59872699e-03   2.12816343e-02
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   -2.66933330e-01  -6.03157356e-02]
 [ -4.92816278e-02  -2.33676481e-01   5.30388369e-02  -3.91874854e-02
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 [ -5.39525074e-02   1.36265894e-01   3.25861737e-01  -4.11366899e-02
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   -1.05404232e-01   1.96071482e-01]
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 [  6.90876712e-02   1.06204780e-01   1.39009906e-01  -1.52414320e-01
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 [  2.25629017e-01  -3.63421929e-02  -1.50471556e-01   1.50565811e-01
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 [  3.63856757e-02   1.12645294e-01   2.45029302e-01   2.36121373e-01
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   -1.49474773e-01  -3.04187055e-01]
 [  5.37039931e-02   3.10221710e-02  -1.01820145e-01  -1.17188718e-02
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 [ -1.07475707e-02  -8.38002480e-02  -7.05711409e-02  -6.64652174e-02
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    2.59467699e-02  -6.36817781e-03]
 [  1.70894540e-03  -1.53708476e-02   2.32143712e-01   3.60808687e-02
   -1.03055999e-01  -1.15391604e-01   2.03077766e-01   4.06976614e-02
   -2.14897340e-01   7.23796711e-02]
 [  3.68656821e-02  -6.83850540e-02   9.19420344e-02  -4.19842304e-02
   -8.37839304e-02   9.08608182e-02   1.74078245e-01  -2.70968094e-01
   -5.45648924e-02  -1.37905105e-01]
 [ -3.39819591e-02   1.55831877e-02   7.52001168e-02  -6.33475475e-02
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   -4.67914890e-02   1.48120403e-01]
 [  2.30301055e-01   7.38768606e-02   3.46504260e-02   9.44548014e-02
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   -4.40265704e-02   4.53336620e-04]
 [ -4.00315977e-02  -2.42384956e-01  -2.55670694e-02  -7.51376095e-02
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 [  1.83932353e-01   8.56521853e-02   2.01517891e-01   2.74961563e-02
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 [ -1.08425194e-01   1.18543915e-01   2.22959536e-01  -3.63020330e-02
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   -7.29914692e-02  -5.55968085e-03]
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   -2.84832531e-01  -1.05187654e-01]
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   -1.61452742e-01   1.04320033e-01]
 [  1.01437290e-01  -1.02273312e-01  -7.83278378e-02  -3.45783739e-02
   -5.87703282e-02  -3.21497411e-02  -1.11759113e-01   1.48647039e-01
   -7.04042419e-02  -7.04980775e-02]
 [  1.54337765e-01  -1.12264345e-01  -1.36752211e-01   1.17587243e-03
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 [ -1.39745969e-01   1.42397992e-01   2.44046221e-01  -5.40149209e-02
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   -1.47033086e-01  -8.67749122e-02]
 [ -3.28436882e-01   2.09443885e-01   2.34968228e-02   4.52485979e-03
   -3.24355319e-02  -1.86031344e-01  -1.64230584e-01   2.32641605e-01
   -7.60896360e-02   1.32210180e-01]
 [  1.41626066e-01   1.25999433e-01  -2.44392281e-01  -1.07066600e-01
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   -1.60978190e-02  -1.96751407e-01]
 [  2.18853135e-01  -9.25592695e-02   6.58336810e-02  -1.08075196e-02
   -5.52334226e-02  -3.50246333e-02  -7.75324876e-02  -1.37234722e-01
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 [ -9.97522151e-02   1.36869242e-02   1.22326781e-01   1.19058502e-01
   -7.24401055e-02  -1.12347372e-01   2.04315459e-01  -7.57974433e-02
    1.89542866e-01   8.91253562e-03]
 [  2.11363143e-02  -8.73101057e-02   2.16106451e-01  -2.21627153e-01
    5.73582898e-02   1.10569579e-01  -3.68687192e-02  -1.10247378e-01
    3.21105863e-02   2.66084771e-01]]
[[ 0.21813912]
 [ 0.70607058]
 [ 0.16982176]
 [ 0.2468313 ]
 [-1.10132808]
 [-0.22264279]
 [-0.78143414]
 [-0.06864847]
 [ 0.14702731]
 [ 0.41453285]]
Progress: 3.6% ... Training loss: 0.622 ... Validation loss: 1.055[[  1.06411985e-01   2.16657201e-01  -1.49786807e-01   4.61193132e-02
   -5.81267604e-01  -2.35573158e-02  -7.35845566e-02   1.37302776e-01
   -1.44147573e-01   1.53340036e-01]
 [  2.15491741e-02   1.97037393e-01  -1.64841049e-02   4.75017751e-02
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    1.44314104e-01  -1.73304690e-02]
 [  2.30769667e-01   4.82520575e-01   4.86896334e-02   2.03312162e-01
   -2.81463384e-01  -9.61386426e-02  -6.87193064e-01  -3.25132959e-02
    1.56246462e-01   4.59823155e-01]
 [ -6.67169148e-02  -4.53146838e-01  -2.66103955e-01  -7.34794325e-02
    4.61233001e-01   2.01263398e-01   3.35383457e-01   5.76721609e-02
   -2.92310306e-02  -4.46358265e-02]
 [  1.14016797e-03   2.32463861e-01  -1.45987413e-01   5.31503258e-02
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   -2.02240902e-01   7.86303729e-02]
 [ -3.62693827e-01  -2.73587562e-01  -2.95172001e-01   1.16090520e-01
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   -3.24237852e-02   1.21922384e-02]
 [  8.07306512e-03  -7.01707801e-02   1.86251355e-02   1.21103115e-01
   -2.58533808e-01  -8.20162760e-02   9.39803798e-02  -1.88906729e-01
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 [  1.32418412e-01  -9.94960846e-02   4.10966724e-02  -4.39351710e-02
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    7.75381403e-02   3.28722610e-02]
 [ -1.55300889e-01  -1.34496193e-02  -3.02879303e-01   3.22393090e-03
   -1.22107526e-01   6.84100816e-02  -2.96100852e-01  -2.28759238e-02
    2.80552276e-01  -9.37213895e-02]
 [  3.88469393e-02  -1.61280761e-01   7.70315908e-02   2.91744971e-04
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   -4.24548887e-02   1.50415175e-01]
 [ -7.47115235e-02   1.47842561e-01  -1.46515019e-03  -1.56071022e-01
   -3.76431960e-02   3.09873233e-02   3.94474224e-02  -9.82290456e-02
   -1.99905535e-02  -1.17513466e-01]
 [ -4.92690919e-02   1.49906179e-01  -4.19472204e-02   6.71434946e-02
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[[ 0.22870919]
 [ 0.72732631]
 [ 0.18403709]
 [ 0.26126463]
 [-1.10138273]
 [-0.21432473]
 [-0.7792534 ]
 [-0.06404474]
 [ 0.1559276 ]
 [ 0.42977196]]
Progress: 3.6% ... Training loss: 0.621 ... Validation loss: 1.022[[  1.05886242e-01   2.14816337e-01  -1.50185598e-01   4.55066371e-02
   -5.77769018e-01  -2.31191210e-02  -7.04768212e-02   1.37446182e-01
   -1.44462989e-01   1.51879521e-01]
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    1.44240015e-01  -1.75044997e-02]
 [  2.29424685e-01   4.78208829e-01   4.75621117e-02   2.01586774e-01
   -2.73790619e-01  -9.48617552e-02  -6.82162616e-01  -3.20868847e-02
    1.55275006e-01   4.56994528e-01]
 [ -6.69873322e-02  -4.54360028e-01  -2.66361961e-01  -7.38507867e-02
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   -2.94640462e-02  -4.53923143e-02]
 [  1.03917195e-03   2.32979699e-01  -1.45958101e-01   5.31247697e-02
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   -2.14920184e-01   7.21986937e-02]
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   -5.41453547e-02  -1.36966357e-01]
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   -4.69375268e-02   1.47818345e-01]
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 [  1.84660695e-01   8.78637107e-02   2.02150896e-01   2.83943656e-02
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   -7.08833437e-02  -7.17775537e-02]
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   -1.45484017e-01  -8.28501062e-02]
 [ -3.28979397e-01   2.08156578e-01   2.30917686e-02   3.91497799e-03
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 [  1.40740221e-01   1.22762118e-01  -2.45123446e-01  -1.08188503e-01
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   -1.67254803e-02  -1.98547780e-01]
 [  2.18493731e-01  -9.44119671e-02   6.55238490e-02  -1.13246276e-02
   -5.20048447e-02  -3.46370884e-02  -7.54479679e-02  -1.37142235e-01
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 [ -1.00361905e-01   1.17139240e-02   1.21834837e-01   1.18362157e-01
   -6.93662295e-02  -1.11739270e-01   2.06387955e-01  -7.56196389e-02
    1.89127577e-01   7.77846233e-03]
 [  2.16637462e-02  -8.58910309e-02   2.16514923e-01  -2.21027614e-01
    5.58732602e-02   1.10035692e-01  -3.84075133e-02  -1.10401200e-01
    3.24910091e-02   2.66867075e-01]]
[[ 0.2152632 ]
 [ 0.71770678]
 [ 0.17582935]
 [ 0.2510554 ]
 [-1.11170965]
 [-0.22044213]
 [-0.78788385]
 [-0.07385747]
 [ 0.14719796]
 [ 0.41786133]]
Progress: 3.7% ... Training loss: 0.619 ... Validation loss: 1.049[[  1.08060201e-01   2.21046718e-01  -1.48414425e-01   4.78890814e-02
   -5.86004044e-01  -2.52981236e-02  -7.70384740e-02   1.36705091e-01
   -1.42989448e-01   1.55398211e-01]
 [  2.14640409e-02   1.96764178e-01  -1.65498601e-02   4.74091766e-02
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    1.44250362e-01  -1.74796612e-02]
 [  2.30469994e-01   4.82318743e-01   4.84239506e-02   2.02647897e-01
   -2.77045935e-01  -9.59600370e-02  -6.86150917e-01  -3.24297673e-02
    1.55961191e-01   4.58892908e-01]
 [ -6.58020986e-02  -4.50871316e-01  -2.65402797e-01  -7.23227521e-02
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   -2.86666538e-02  -4.31071962e-02]
 [  5.59322355e-04   2.31907285e-01  -1.46472222e-01   5.24209800e-02
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   -2.02597370e-01   7.74625704e-02]
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   -3.16828970e-02   1.40193708e-02]
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   -1.23345358e-01   6.81387877e-02  -2.97007553e-01  -2.29670050e-02
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   -4.29708667e-02   1.48317217e-01]
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   -1.91540612e-02  -1.15439553e-01]
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   -1.08835377e-01  -1.11935205e-01]
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   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
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   -2.01840571e-01   2.40286006e-02]
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 [  1.13393436e-02  -8.68563183e-02  -2.23619188e-01   1.12964022e-01
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   -1.23638081e-01  -3.97951678e-02]
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 [  8.77705997e-02   1.23128197e-01   1.08582077e-01   1.40834289e-01
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   -3.28808118e-03   4.77438272e-03]
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   -8.99085097e-02  -2.23959931e-01]
 [  9.16871855e-02  -2.96201988e-02   2.85145055e-02   7.65891960e-02
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 [  1.03496371e-01  -1.22938039e-01   6.57309792e-03   1.97989944e-02
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   -2.67794184e-01  -6.27004093e-02]
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   -1.06292918e-01   1.93685875e-01]
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 [  2.26795169e-01  -3.30542251e-02  -1.49528580e-01   1.51970702e-01
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 [  3.67615575e-02   1.13838436e-01   2.45340808e-01   2.36575793e-01
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   -1.49229362e-01  -3.03521754e-01]
 [  5.35694094e-02   3.07114649e-02  -1.01906537e-01  -1.18441523e-02
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 [  1.69353946e-03  -1.55233792e-02   2.32111658e-01   3.60406859e-02
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   -2.14886093e-01   7.22739265e-02]
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   -4.71341288e-02   1.47319797e-01]
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   -4.43023167e-02  -1.06982283e-04]
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   -7.29412332e-02  -5.38004488e-03]
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   -7.10256459e-02  -7.21693307e-02]
 [  1.54245956e-01  -1.12522813e-01  -1.36784128e-01   1.12084835e-03
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   -1.45264469e-01  -8.23512039e-02]
 [ -3.28816914e-01   2.08766737e-01   2.32021910e-02   4.02122228e-03
   -3.03179998e-02  -1.85666774e-01  -1.63226539e-01   2.32781672e-01
   -7.63506546e-02   1.31413018e-01]
 [  1.40230356e-01   1.21296612e-01  -2.45555620e-01  -1.08796764e-01
    1.08855311e-01  -2.81303835e-01   7.80365736e-04  -1.65601616e-01
   -1.70967239e-02  -1.99546236e-01]
 [  2.18219967e-01  -9.55434259e-02   6.53102241e-02  -1.16578888e-02
   -5.07564744e-02  -3.43607057e-02  -7.45035382e-02  -1.37047972e-01
    1.15441381e-01  -1.58124556e-01]
 [ -9.92027741e-02   1.49890796e-02   1.22781970e-01   1.19586964e-01
   -7.35422274e-02  -1.12869089e-01   2.02662902e-01  -7.60170100e-02
    1.89929151e-01   9.62612389e-03]
 [  2.20036744e-02  -8.47816565e-02   2.16766569e-01  -2.20625956e-01
    5.42848301e-02   1.09667099e-01  -3.96294397e-02  -1.10517105e-01
    3.27186227e-02   2.67523035e-01]]
[[ 0.226051  ]
 [ 0.7318795 ]
 [ 0.18751241]
 [ 0.26841023]
 [-1.10710357]
 [-0.20711774]
 [-0.77883325]
 [-0.06100594]
 [ 0.16051216]
 [ 0.43565278]]
Progress: 3.8% ... Training loss: 0.619 ... Validation loss: 1.009[[  1.08654768e-01   2.22054974e-01  -1.47789670e-01   4.87404328e-02
   -5.86750628e-01  -2.59037071e-02  -7.74780576e-02   1.36510680e-01
   -1.42439783e-01   1.56488468e-01]
 [  2.14063749e-02   1.96543684e-01  -1.66084598e-02   4.73297257e-02
    6.96625713e-02  -8.92616779e-03   2.75261272e-01   4.13809258e-02
    1.44209404e-01  -1.76073746e-02]
 [  2.32044006e-01   4.86076644e-01   5.00046422e-02   2.04814736e-01
   -2.82122853e-01  -9.75751976e-02  -6.89716243e-01  -3.29340408e-02
    1.57284627e-01   4.61979170e-01]
 [ -6.66494530e-02  -4.52131059e-01  -2.66166922e-01  -7.33921786e-02
    4.56648373e-01   2.01256722e-01   3.34314894e-01   5.76516820e-02
   -2.93728879e-02  -4.43847007e-02]
 [  3.48666815e-04   2.30121183e-01  -1.46631573e-01   5.21306454e-02
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   -2.02607719e-01   7.68923321e-02]
 [ -3.62115419e-01  -2.72432907e-01  -2.94688335e-01   1.16759856e-01
    1.96109869e-01   7.05105428e-02  -9.38490301e-04  -3.09236009e-02
   -3.20013198e-02   1.30853103e-02]
 [  7.08438235e-03  -7.28358552e-02   1.78006225e-02   1.19850107e-01
   -2.52545707e-01  -8.10928257e-02   9.74622768e-02  -1.88654975e-01
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 [  1.31785880e-01  -1.02888928e-01   4.06454858e-02  -4.47711253e-02
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    7.71850592e-02   3.11274173e-02]
 [ -1.54625544e-01  -1.14137522e-02  -3.02330697e-01   3.99941700e-03
   -1.24577853e-01   6.78364307e-02  -2.97629159e-01  -2.30658337e-02
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 [  3.73822288e-02  -1.67223892e-01   7.58925809e-02  -1.74254635e-03
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   -4.34654396e-02   1.46679951e-01]
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   -1.86843072e-02  -1.14311618e-01]
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   -1.09274449e-01  -1.13061584e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.05086336e-01  -9.00531623e-02   1.23663667e-01   2.78487036e-01
   -1.66962536e-01  -8.47512259e-02  -1.63915834e-01  -2.54061602e-01
   -2.01961011e-01   2.36045624e-02]
 [  1.06811698e-01  -4.19181315e-02  -2.36776529e-02   9.74956319e-02
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 [  1.06664350e-02  -8.87410079e-02  -2.24158700e-01   1.12185920e-01
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   -1.24103550e-01  -4.10723899e-02]
 [ -1.26937143e-01  -4.28079913e-02  -2.05708582e-01   1.50936242e-01
   -6.05090553e-02   1.35975977e-01   5.70341440e-03  -2.50626084e-01
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 [ -7.56564904e-02  -3.75895420e-02   2.74534554e-01   9.50332288e-02
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 [  8.76690321e-02   1.22445323e-01   1.08466469e-01   1.40702257e-01
   -1.34478430e-01  -5.01693032e-02   1.23822702e-01   1.15666146e-01
   -3.36395279e-03   4.56149846e-03]
 [  2.19163862e-02  -8.84134589e-02  -2.80153009e-01  -2.50800254e-02
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 [  5.32890186e-02   4.76692743e-02  -1.20079330e-01   4.14655741e-02
   -1.15526944e-01   3.27811558e-01   2.15817309e-01   2.06252289e-01
   -1.70186985e-01  -4.52368005e-02]
 [ -5.33133003e-04  -3.66089556e-02   1.14736900e-01   9.83020209e-02
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 [  9.85721382e-02   5.98827612e-02  -5.58734540e-02  -1.17030916e-01
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 [ -9.82509716e-02   2.28881425e-02  -1.50747577e-02   2.26480795e-02
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 [ -1.30384653e-01  -1.25142623e-02  -1.91143464e-01   1.52685060e-02
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 [  5.88798829e-02   1.98291339e-01  -2.74694706e-02  -4.38456732e-03
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   -9.01258493e-02  -2.24565097e-01]
 [  9.08347353e-02  -3.22296825e-02   2.78149572e-02   7.55865867e-02
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    1.37310468e-01  -1.99892441e-01]
 [  1.03387013e-01  -1.23263774e-01   6.47860680e-03   1.96632318e-02
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   -2.67876203e-01  -6.29187324e-02]
 [ -5.01966934e-02  -2.36552868e-01   5.22663032e-02  -4.03055129e-02
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 [ -1.82812994e-01  -6.50303387e-02   1.09869280e-01   9.15579705e-02
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 [ -5.52522207e-02   1.32114848e-01   3.24809250e-01  -4.26665334e-02
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   -1.06310806e-01   1.93637773e-01]
 [ -5.12347037e-02   7.19749344e-03  -1.41994170e-01   4.19464603e-03
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 [  7.04019181e-02   1.10155077e-01   1.40093051e-01  -1.50856465e-01
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 [  2.27461265e-01  -3.08192738e-02  -1.48975291e-01   1.52772655e-01
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 [  3.66999600e-02   1.13692267e-01   2.45310987e-01   2.36540471e-01
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   -1.49263083e-01  -3.03638492e-01]
 [  5.34304563e-02   3.03500924e-02  -1.02024030e-01  -1.20137618e-02
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 [ -1.11044083e-02  -8.47636005e-02  -7.09153121e-02  -6.69306515e-02
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    2.56717769e-02  -7.02563658e-03]
 [  1.50861470e-03  -1.61270006e-02   2.31956400e-01   3.58251677e-02
   -1.01783873e-01  -1.15205794e-01   2.03744489e-01   4.07493942e-02
   -2.15014134e-01   7.19760339e-02]
 [  3.75511311e-02  -6.60081099e-02   9.25083182e-02  -4.11650443e-02
   -8.66271317e-02   9.01068926e-02   1.71897159e-01  -2.71198097e-01
   -5.40762394e-02  -1.36768986e-01]
 [ -3.45606023e-02   1.41431369e-02   7.47707299e-02  -6.40001884e-02
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   -4.71661819e-02   1.47232933e-01]
 [  2.30083363e-01   7.38799776e-02   3.44484718e-02   9.42091448e-02
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   -4.42032612e-02   1.54269264e-04]
 [ -3.89588610e-02  -2.39091096e-01  -2.47112312e-02  -7.38720649e-02
   -4.59589617e-02  -7.16352250e-02   2.27207135e-02   4.43508879e-02
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 [ -1.63416751e-01   1.19058060e-01   1.16338715e-02   1.35401650e-01
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 [  1.30182740e-03   1.20445841e-01  -3.56633292e-02   1.73058687e-01
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 [  1.85029733e-01   8.89104140e-02   2.02490093e-01   2.88787442e-02
   -1.79390933e-02   1.37572141e-01   2.39334347e-02   1.68215105e-01
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 [ -1.08137764e-01   1.19141339e-01   2.23180828e-01  -3.59779931e-02
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   -7.27996381e-02  -5.02958387e-03]
 [ -1.03678810e-01  -2.47698328e-02   2.17719862e-02   8.01272742e-02
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   -2.84858134e-01  -1.05253062e-01]
 [ -1.73614020e-01   1.12319303e-01  -6.88930459e-02  -2.81135444e-01
   -3.31744190e-02   9.02782877e-02  -3.90888691e-02   1.01181688e-01
   -1.61721064e-01   1.03579486e-01]
 [  1.00255861e-01  -1.06183795e-01  -7.93328432e-02  -3.60532249e-02
   -5.31639359e-02  -3.09458923e-02  -1.07860042e-01   1.49022109e-01
   -7.12657832e-02  -7.28297134e-02]
 [  1.54273663e-01  -1.12417684e-01  -1.36735927e-01   1.15750630e-03
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 [ -1.37379025e-01   1.48350906e-01   2.45881966e-01  -5.13482237e-02
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   -1.45418711e-01  -8.27657703e-02]
 [ -3.29469291e-01   2.06583481e-01   2.26261857e-02   3.21621463e-03
   -2.67841909e-02  -1.85069351e-01  -1.60774848e-01   2.32966147e-01
   -7.68254602e-02   1.30153209e-01]
 [  1.40319570e-01   1.21361541e-01  -2.45505219e-01  -1.08710743e-01
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   -1.70412372e-02  -1.99383246e-01]
 [  2.18501107e-01  -9.52335961e-02   6.56730988e-02  -1.12050613e-02
   -5.14535840e-02  -3.47174230e-02  -7.48140040e-02  -1.37165242e-01
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 [ -9.91730912e-02   1.52632700e-02   1.22833061e-01   1.19637384e-01
   -7.33458342e-02  -1.12902870e-01   2.02459406e-01  -7.60231646e-02
    1.89965981e-01   9.77600333e-03]
 [  2.16409731e-02  -8.60307700e-02   2.16455178e-01  -2.21080770e-01
    5.59402169e-02   1.10009765e-01  -3.80854087e-02  -1.10420573e-01
    3.24668240e-02   2.66803119e-01]]
[[ 0.22565882]
 [ 0.73326659]
 [ 0.18210236]
 [ 0.26357409]
 [-1.12279835]
 [-0.2146629 ]
 [-0.79237164]
 [-0.06482289]
 [ 0.15840259]
 [ 0.43282366]]
Progress: 3.8% ... Training loss: 0.615 ... Validation loss: 1.019[[  1.10523505e-01   2.27574404e-01  -1.46218349e-01   5.08649954e-02
   -5.93062389e-01  -2.76880920e-02  -8.26811991e-02   1.35942869e-01
   -1.41091243e-01   1.59832605e-01]
 [  2.13681389e-02   1.96364446e-01  -1.66532447e-02   4.72754559e-02
    6.98957064e-02  -8.87635688e-03   2.75436273e-01   4.13900875e-02
    1.44170576e-01  -1.77020068e-02]
 [  2.33594194e-01   4.91323685e-01   5.13441009e-02   2.06623537e-01
   -2.89402573e-01  -9.90577366e-02  -6.94775633e-01  -3.33674062e-02
    1.58367786e-01   4.65303546e-01]
 [ -6.72403789e-02  -4.54056917e-01  -2.66636046e-01  -7.37910765e-02
    4.56347587e-01   2.01672981e-01   3.35931580e-01   5.78106236e-02
   -2.97425606e-02  -4.54815391e-02]
 [  4.93369023e-04   2.30534650e-01  -1.46569184e-01   5.23022498e-02
    6.40533237e-02  -1.78943407e-01  -4.57214625e-02  -1.19685683e-01
   -2.02448832e-01   7.69511239e-02]
 [ -3.61993070e-01  -2.72286062e-01  -2.94619711e-01   1.16803383e-01
    1.96537390e-01   7.04357566e-02  -8.02862956e-04  -3.09474930e-02
   -3.19065355e-02   1.32119459e-02]
 [  6.91729815e-03  -7.33417910e-02   1.76974673e-02   1.19643744e-01
   -2.50225597e-01  -8.09532038e-02   9.81891463e-02  -1.88643244e-01
    1.90791341e-01   7.78221253e-02]
 [  1.32658077e-01  -1.00039780e-01   4.13850103e-02  -4.37415045e-02
    4.10265704e-02  -5.50888533e-02  -9.97571437e-02   1.22772537e-01
    7.78117439e-02   3.27364689e-02]
 [ -1.54950223e-01  -1.23998464e-02  -3.02560803e-01   3.67406440e-03
   -1.23156864e-01   6.80951523e-02  -2.96553037e-01  -2.29849659e-02
    2.80769423e-01  -9.31283578e-02]
 [  3.78046143e-02  -1.65949562e-01   7.62830603e-02  -1.36041320e-03
    9.10552564e-02  -8.20685382e-02  -5.41262767e-02  -9.16671477e-02
   -4.31231177e-02   1.47532763e-01]
 [ -7.30256485e-02   1.52423783e-01  -7.18843307e-05  -1.53956165e-01
   -4.44418308e-02   2.92150848e-02   3.46018381e-02  -9.87796043e-02
   -1.87739261e-02  -1.14697746e-01]
 [ -4.97773201e-02   1.48630325e-01  -4.23604964e-02   6.65780893e-02
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   -1.09082073e-01  -1.12597515e-01]
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[[ 0.2352457 ]
 [ 0.74451735]
 [ 0.18514675]
 [ 0.2731167 ]
 [-1.12741503]
 [-0.21145189]
 [-0.79665144]
 [-0.05654985]
 [ 0.16458462]
 [ 0.44327922]]
Progress: 3.9% ... Training loss: 0.616 ... Validation loss: 1.001[[  1.08645638e-01   2.21500019e-01  -1.47721748e-01   4.85996350e-02
   -5.82671289e-01  -2.59974792e-02  -7.56971301e-02   1.36390838e-01
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 [  2.32834129e-01   4.89437099e-01   5.05945557e-02   2.05566888e-01
   -2.85042649e-01  -9.82741686e-02  -6.92847407e-01  -3.31465544e-02
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   -3.06714988e-02  -4.79680324e-02]
 [  1.48361691e-03   2.34073969e-01  -1.45746180e-01   5.35839350e-02
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   -5.40476038e-02  -1.36727769e-01]
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 [ -3.29435171e-01   2.07118343e-01   2.26462237e-02   3.27245433e-03
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 [ -9.96947252e-02   1.34048635e-02   1.22418324e-01   1.19013668e-01
   -7.04490183e-02  -1.12435369e-01   2.04213017e-01  -7.59025822e-02
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 [  2.09142668e-02  -8.82799112e-02   2.15834301e-01  -2.21960043e-01
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[[ 0.21070628]
 [ 0.72416337]
 [ 0.16299728]
 [ 0.25072233]
 [-1.15173294]
 [-0.23401184]
 [-0.82305778]
 [-0.07969226]
 [ 0.14244887]
 [ 0.41659286]]
Progress: 3.9% ... Training loss: 0.617 ... Validation loss: 1.075[[  1.09863752e-01   2.24029999e-01  -1.46839024e-01   5.00460276e-02
   -5.85447209e-01  -2.72910547e-02  -7.87346376e-02   1.35903527e-01
   -1.41568258e-01   1.58143107e-01]
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 [  2.32595383e-01   4.88164995e-01   5.03852589e-02   2.05222596e-01
   -2.79848975e-01  -9.78383555e-02  -6.90796197e-01  -3.30626089e-02
    1.57512054e-01   4.63440141e-01]
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   -3.16076062e-02  -4.99054332e-02]
 [  1.01142306e-03   2.33294582e-01  -1.46035842e-01   5.30897822e-02
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   -3.16454569e-02   1.36671669e-02]
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   -1.84214979e-02  -1.13704509e-01]
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   -1.09277901e-01  -1.13083968e-01]
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 [  1.02049708e-01  -1.27307253e-01   5.43162280e-03   1.80934808e-02
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   -7.17371259e-02  -7.41728277e-02]
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 [ -1.37618318e-01   1.47631123e-01   2.45728620e-01  -5.15680211e-02
    2.31805484e-01   1.07197804e-01   2.29722141e-03  -2.94734846e-01
   -1.45581496e-01  -8.34429256e-02]
 [ -3.29683398e-01   2.06437474e-01   2.24658181e-02   2.99446066e-03
   -2.58218421e-02  -1.84928333e-01  -1.60933581e-01   2.33050461e-01
   -7.69569277e-02   1.30129449e-01]
 [  1.39835997e-01   1.19466829e-01  -2.45897637e-01  -1.09373178e-01
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   -1.73923018e-02  -2.00459840e-01]
 [  2.18512212e-01  -9.57465572e-02   6.55999374e-02  -1.13155049e-02
   -5.03166382e-02  -3.47158680e-02  -7.47185223e-02  -1.37196445e-01
    1.15731071e-01  -1.57859416e-01]
 [ -9.95718150e-02   1.34601944e-02   1.22526618e-01   1.19167826e-01
   -7.02923865e-02  -1.12561726e-01   2.04006906e-01  -7.59509845e-02
    1.89696514e-01   8.98752275e-03]
 [  2.17640091e-02  -8.58291674e-02   2.16450791e-01  -2.20916453e-01
    5.73066524e-02   1.09726631e-01  -3.84520700e-02  -1.10534580e-01
    3.25593109e-02   2.66996772e-01]]
[[ 0.22693028]
 [ 0.74234423]
 [ 0.18002422]
 [ 0.26942911]
 [-1.14276835]
 [-0.22013065]
 [-0.80904291]
 [-0.06641263]
 [ 0.1611172 ]
 [ 0.4341548 ]]
Progress: 4.0% ... Training loss: 0.610 ... Validation loss: 1.019[[  1.10920047e-01   2.26606472e-01  -1.45928245e-01   5.13674903e-02
   -5.87822755e-01  -2.83773689e-02  -8.09153817e-02   1.35571409e-01
   -1.40734766e-01   1.60021478e-01]
 [  2.14373268e-02   1.96537259e-01  -1.66016284e-02   4.73716865e-02
    6.95590598e-02  -8.98887422e-03   2.75217936e-01   4.13438250e-02
    1.44226529e-01  -1.75915182e-02]
 [  2.34332961e-01   4.93577054e-01   5.18445184e-02   2.07300850e-01
   -2.86758088e-01  -9.95220380e-02  -6.96526092e-01  -3.35567568e-02
    1.58752153e-01   4.66747294e-01]
 [ -6.92229538e-02  -4.59822780e-01  -2.68140200e-01  -7.59159337e-02
    4.57110761e-01   2.03549470e-01   3.41333299e-01   5.84390179e-02
   -3.12352545e-02  -4.82679839e-02]
 [ -1.65939925e-04   2.30405605e-01  -1.46952632e-01   5.17543864e-02
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   -2.02593444e-01   7.60844323e-02]
 [ -3.62119298e-01  -2.73694745e-01  -2.94691824e-01   1.16758674e-01
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   -3.19340974e-02   1.28054147e-02]
 [  6.88614510e-03  -7.37002411e-02   1.75705203e-02   1.19603333e-01
   -2.45201770e-01  -8.11377843e-02   9.92296934e-02  -1.88770902e-01
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 [  1.30968021e-01  -1.05707244e-01   4.00575847e-02  -4.58243762e-02
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    7.65590390e-02   2.96364465e-02]
 [ -1.54442838e-01  -1.09359822e-02  -3.02158667e-01   4.29367266e-03
   -1.25568668e-01   6.75752869e-02  -2.97846513e-01  -2.31615384e-02
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 [  3.53583558e-02  -1.74266334e-01   7.42368009e-02  -4.38666559e-03
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   -4.48652998e-02   1.42427696e-01]
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   -4.97814897e-02   2.76019957e-02   3.00374811e-02  -9.93004888e-02
   -1.77114007e-02  -1.11803596e-01]
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   -1.09396379e-01  -1.13438983e-01]
 [ -1.55526240e-01   7.44339350e-03   6.26751934e-02   2.38845963e-02
   -1.77575545e-01  -2.20528165e-01  -1.82166703e-01  -1.96911553e-01
    8.88657078e-02   1.76541033e-01]
 [ -2.04999929e-01  -9.03605021e-02   1.23706424e-01   2.78628040e-01
   -1.67285385e-01  -8.49320867e-02  -1.63908445e-01  -2.54143195e-01
   -2.01865925e-01   2.36842042e-02]
 [  1.06401702e-01  -4.35781831e-02  -2.40245084e-02   9.70083477e-02
    2.36544348e-02  -7.07064887e-02   1.10516650e-01   6.07968812e-03
    1.44144932e-02   5.41239402e-03]
 [  1.14857163e-02  -8.63306937e-02  -2.23495416e-01   1.13048339e-01
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   -1.23507122e-01  -3.97041585e-02]
 [ -1.27144698e-01  -4.36291135e-02  -2.05881715e-01   1.50694939e-01
   -5.71541118e-02   1.36068886e-01   6.51547573e-03  -2.50640872e-01
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 [ -7.56593718e-02  -3.75112475e-02   2.74508283e-01   9.50412964e-02
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    6.41414610e-02   3.33384667e-02]
 [  8.63081212e-02   1.17743040e-01   1.07319262e-01   1.39023735e-01
   -1.26266783e-01  -4.88408716e-02   1.29012571e-01   1.16069209e-01
   -4.34041498e-03   1.81052780e-03]
 [  2.24256619e-02  -8.69873072e-02  -2.79706008e-01  -2.44892843e-02
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 [  5.26097758e-02   4.54208368e-02  -1.20617253e-01   4.06153227e-02
   -1.11515462e-01   3.28394340e-01   2.17995180e-01   2.06417774e-01
   -1.70718191e-01  -4.65918026e-02]
 [  2.09613615e-04  -3.39918066e-02   1.15398274e-01   9.92553314e-02
   -3.60225153e-03   1.17816906e-01  -2.11550215e-01  -3.56701312e-02
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 [  9.82439984e-02   5.87173823e-02  -5.61333244e-02  -1.17408055e-01
   -7.83595597e-02  -3.21881573e-01   1.24889764e-01   1.05117531e-02
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 [ -9.84945393e-02   2.19725899e-02  -1.52595693e-02   2.23464838e-02
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   -3.07766730e-01  -9.96253494e-03  -5.96207493e-02  -2.16332455e-02
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 [  5.77707578e-02   1.94734575e-01  -2.83923725e-02  -5.76471578e-03
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   -9.09445100e-02  -2.26754333e-01]
 [  8.94489760e-02  -3.69621309e-02   2.66791338e-02   7.38895934e-02
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    1.36308903e-01  -2.02605639e-01]
 [  1.01409000e-01  -1.29453710e-01   4.89287057e-03   1.72821233e-02
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   -2.69274022e-01  -6.67976728e-02]
 [ -5.17273450e-02  -2.41172384e-01   5.10456573e-02  -4.21394358e-02
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 [ -1.84387135e-01  -6.98103944e-02   1.08602861e-01   8.96548266e-02
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 [ -5.72720254e-02   1.25819680e-01   3.23213897e-01  -4.50739327e-02
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   -1.07724293e-01   1.89880961e-01]
 [ -5.19096634e-02   4.92005125e-03  -1.42516274e-01   3.42230537e-03
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 [  7.05163275e-02   1.10303698e-01   1.40190520e-01  -1.50698036e-01
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 [  2.29418930e-01  -2.48210203e-02  -1.47385908e-01   1.55176847e-01
   -4.24634252e-01  -2.05353683e-01  -9.48852233e-02   1.88213074e-01
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 [  3.71842129e-02   1.15337629e-01   2.45749530e-01   2.37196174e-01
   -1.41139710e-03  -1.84022973e-01  -1.33777760e-01  -1.29797764e-01
   -1.48893615e-01  -3.02764018e-01]
 [  5.28522760e-02   2.89487863e-02  -1.02510714e-01  -1.27065018e-02
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 [ -1.13694036e-02  -8.55181950e-02  -7.11237700e-02  -6.72355451e-02
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    2.54912131e-02  -7.44947198e-03]
 [  2.15241818e-03  -1.38135501e-02   2.32469227e-01   3.66125500e-02
   -1.04780517e-01  -1.15899262e-01   2.01257288e-01   4.05436913e-02
   -2.14564857e-01   7.31869178e-02]
 [  3.79026368e-02  -6.47809413e-02   9.27258809e-02  -4.07647755e-02
   -8.76029709e-02   8.97060577e-02   1.70550693e-01  -2.71314434e-01
   -5.38458074e-02  -1.36155529e-01]
 [ -3.47952347e-02   1.34849655e-02   7.45728436e-02  -6.42928402e-02
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   -4.73495813e-02   1.46835868e-01]
 [  2.30292294e-01   7.45516765e-02   3.46571004e-02   9.45002184e-02
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   -4.40323109e-02   5.69184527e-04]
 [ -3.76754447e-02  -2.35086696e-01  -2.36520312e-02  -7.22916596e-02
   -5.10007944e-02  -7.28927711e-02   1.88428865e-02   4.39268040e-02
    3.67852321e-02   7.89851553e-02]
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 [  4.70267931e-03   1.30481919e-01  -3.29525005e-02   1.77124018e-01
   -6.19053492e-02   3.38654159e-02  -3.33830458e-03   1.60482323e-01
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 [  1.86401131e-01   9.29703372e-02   2.03598192e-01   3.04973604e-02
   -2.40299050e-02   1.36218108e-01   1.94644369e-02   1.67805050e-01
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 [ -1.08158309e-01   1.19112193e-01   2.23162413e-01  -3.59942612e-02
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   -7.28092493e-02  -5.06660946e-03]
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   -2.84844678e-01  -1.05193829e-01]
 [ -1.74361832e-01   1.09923621e-01  -6.95152817e-02  -2.82040518e-01
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   -1.62257334e-01   1.02198947e-01]
 [  9.89452081e-02  -1.10412358e-01  -8.03791836e-02  -3.76556377e-02
   -4.65776683e-02  -2.96242750e-02  -1.03225058e-01   1.49446543e-01
   -7.21742877e-02  -7.54105818e-02]
 [  1.55050956e-01  -1.10103508e-01  -1.35991684e-01   2.17330938e-03
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 [ -1.37949514e-01   1.46816542e-01   2.45498221e-01  -5.18847781e-02
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   -1.45795651e-01  -8.39210340e-02]
 [ -3.30245548e-01   2.04535806e-01   2.19916834e-02   2.28788534e-03
   -2.30521629e-02  -1.84382198e-01  -1.58721780e-01   2.33226802e-01
   -7.73792745e-02   1.28967531e-01]
 [  1.39754616e-01   1.18930027e-01  -2.45940244e-01  -1.09429848e-01
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   -1.74099089e-02  -2.00653117e-01]
 [  2.18766955e-01  -9.48522227e-02   6.58267587e-02  -1.10440000e-02
   -5.05223247e-02  -3.49628430e-02  -7.52687496e-02  -1.37271267e-01
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 [ -9.96907401e-02   1.27083311e-02   1.22418087e-01   1.18993883e-01
   -6.94397798e-02  -1.12381559e-01   2.04747225e-01  -7.59086972e-02
    1.89593112e-01   8.74905269e-03]
 [  2.21899140e-02  -8.46245995e-02   2.16776059e-01  -2.20437097e-01
    5.62403233e-02   1.09333418e-01  -3.97392214e-02  -1.10645045e-01
    3.28490791e-02   2.67662235e-01]]
[[ 0.22751626]
 [ 0.74409282]
 [ 0.17566681]
 [ 0.26823473]
 [-1.15303633]
 [-0.22110473]
 [-0.81759977]
 [-0.06857984]
 [ 0.16342578]
 [ 0.43424066]]
Progress: 4.0% ... Training loss: 0.608 ... Validation loss: 1.023[[  1.11005873e-01   2.25541755e-01  -1.45942942e-01   5.12279186e-02
   -5.85905925e-01  -2.82629315e-02  -7.95653550e-02   1.35566409e-01
   -1.40710002e-01   1.59503648e-01]
 [  2.14168283e-02   1.96474815e-01  -1.66194146e-02   4.73429061e-02
    6.96574657e-02  -8.96915979e-03   2.75289201e-01   4.13509424e-02
    1.44197938e-01  -1.76173288e-02]
 [  2.34141727e-01   4.91652435e-01   5.15020910e-02   2.06646945e-01
   -2.82966848e-01  -9.90264291e-02  -6.94737076e-01  -3.34401350e-02
    1.58479091e-01   4.65528703e-01]
 [ -7.03685807e-02  -4.61888963e-01  -2.68920841e-01  -7.70391595e-02
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   -3.20377075e-02  -4.96642588e-02]
 [  8.97136808e-04   2.32660501e-01  -1.46092794e-01   5.29027049e-02
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   -2.01848541e-01   7.74827797e-02]
 [ -3.62324093e-01  -2.74524582e-01  -2.94855660e-01   1.16518636e-01
    1.98122622e-01   7.05822706e-02   1.12877739e-03  -3.09293486e-02
   -3.20634964e-02   1.23720566e-02]
 [  7.29726952e-03  -7.28545419e-02   1.78422368e-02   1.20013273e-01
   -2.46332973e-01  -8.15363457e-02   9.83294689e-02  -1.88888619e-01
    1.91060128e-01   7.79007125e-02]
 [  1.30100875e-01  -1.09690969e-01   3.93067007e-02  -4.70912254e-02
    5.71386259e-02  -5.24343670e-02  -8.94299493e-02   1.23489521e-01
    7.58930101e-02   2.74938367e-02]
 [ -1.54060429e-01  -9.70300989e-03  -3.01850152e-01   4.74522207e-03
   -1.27350878e-01   6.72142992e-02  -2.99046908e-01  -2.32786618e-02
    2.81314477e-01  -9.14890196e-02]
 [  3.54255709e-02  -1.75658798e-01   7.41797094e-02  -4.58222429e-03
    1.10007537e-01  -7.98176694e-02  -4.25380099e-02  -9.11386108e-02
   -4.48743694e-02   1.41795134e-01]
 [ -7.18355142e-02   1.54641345e-01   8.73094295e-04  -1.52532676e-01
   -4.76273375e-02   2.80022101e-02   3.14677826e-02  -9.91848830e-02
   -1.80107680e-02  -1.12571774e-01]
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 [ -9.95952854e-02   1.28253386e-02   1.22507736e-01   1.19076692e-01
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[[ 0.2221359 ]
 [ 0.7448549 ]
 [ 0.17378542]
 [ 0.26668338]
 [-1.16222376]
 [-0.22540173]
 [-0.82360757]
 [-0.0714007 ]
 [ 0.16092062]
 [ 0.43241136]]
Progress: 4.0% ... Training loss: 0.607 ... Validation loss: 1.031[[  1.11634464e-01   2.26971379e-01  -1.45432023e-01   5.20768981e-02
   -5.88248131e-01  -2.89632574e-02  -8.13366248e-02   1.35329134e-01
   -1.40155564e-01   1.60571293e-01]
 [  2.14017623e-02   1.96428036e-01  -1.66275478e-02   4.73292931e-02
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    1.44187692e-01  -1.76342060e-02]
 [  2.33820523e-01   4.90100593e-01   5.10852753e-02   2.06024242e-01
   -2.79244296e-01  -9.85841875e-02  -6.93187907e-01  -3.32850354e-02
    1.58135670e-01   4.64591551e-01]
 [ -6.96300352e-02  -4.59397213e-01  -2.68421315e-01  -7.60749069e-02
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   -3.14848790e-02  -4.80002310e-02]
 [ -1.51493377e-03   2.24240917e-01  -1.47899179e-01   4.99453639e-02
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   -3.18241938e-02   1.29384334e-02]
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   -1.08999382e-01  -1.12430150e-01]
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   -9.14371966e-02  -2.28037804e-01]
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   -5.39156035e-02  -1.36296922e-01]
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 [  1.55215479e-01  -1.09652041e-01  -1.35862486e-01   2.33632430e-03
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 [ -3.29742167e-01   2.04996085e-01   2.24033759e-02   2.87114451e-03
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 [  1.39988873e-01   1.19548619e-01  -2.45885791e-01  -1.09225213e-01
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   -1.73162386e-02  -2.00294496e-01]
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 [ -9.93442826e-02   1.31462526e-02   1.22710769e-01   1.19379395e-01
   -6.96600065e-02  -1.12744396e-01   2.04464292e-01  -7.60448209e-02
    1.89896181e-01   9.11252907e-03]
 [  2.24020290e-02  -8.43977374e-02   2.16962900e-01  -2.20141219e-01
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[[ 0.2286042 ]
 [ 0.75009103]
 [ 0.18013678]
 [ 0.27311262]
 [-1.15813223]
 [-0.21580412]
 [-0.81626232]
 [-0.06194682]
 [ 0.17093541]
 [ 0.43751019]]
Progress: 4.1% ... Training loss: 0.605 ... Validation loss: 1.006[[  1.11501871e-01   2.25492983e-01  -1.45568511e-01   5.18135021e-02
   -5.84763203e-01  -2.86797211e-02  -7.97184085e-02   1.35398654e-01
   -1.40206797e-01   1.60337417e-01]
 [  2.13452811e-02   1.96227983e-01  -1.66735871e-02   4.72590022e-02
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    1.44144325e-01  -1.77456605e-02]
 [  2.33365252e-01   4.88559848e-01   5.06778380e-02   2.05369621e-01
   -2.75073021e-01  -9.80540262e-02  -6.91874483e-01  -3.31202433e-02
    1.57786296e-01   4.64087919e-01]
 [ -7.16011068e-02  -4.63649269e-01  -2.69881126e-01  -7.81471651e-02
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   -3.29066854e-02  -5.13297868e-02]
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   -3.16916229e-02   1.32382306e-02]
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   -1.09144453e-01  -1.12811365e-01]
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   -1.23550517e-01  -3.98878598e-02]
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 [  8.63586689e-02   1.16481198e-01   1.07265948e-01   1.38911664e-01
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   -9.14320400e-02  -2.28030709e-01]
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 [  1.00337342e-01  -1.33078805e-01   4.04385282e-03   1.59406526e-02
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   -1.08627589e-01   1.87619353e-01]
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 [  3.71107928e-02   1.15134574e-01   2.45701981e-01   2.37123806e-01
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   -7.28134683e-02  -7.70137370e-02]
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   -1.45620281e-01  -8.35010607e-02]
 [ -3.29403434e-01   2.05628615e-01   2.26566184e-02   3.23020442e-03
   -2.47853221e-02  -1.85087177e-01  -1.60267154e-01   2.32986217e-01
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   -1.72545743e-02  -2.00129611e-01]
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   -4.03967196e-02  -3.28996596e-02  -6.84167593e-02  -1.36640762e-01
    1.14334272e-01  -1.61300344e-01]
 [ -9.96826217e-02   1.16482602e-02   1.22397681e-01   1.18893849e-01
   -6.73389747e-02  -1.12342802e-01   2.05846485e-01  -7.59398461e-02
    1.89627826e-01   8.40657896e-03]
 [  2.15351185e-02  -8.73549849e-02   2.16261191e-01  -2.21208930e-01
    6.02500584e-02   1.09950451e-01  -3.68426659e-02  -1.10494905e-01
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[[ 0.21595465]
 [ 0.74513452]
 [ 0.16685349]
 [ 0.26270945]
 [-1.17590698]
 [-0.22877476]
 [-0.83100904]
 [-0.07369204]
 [ 0.1570034 ]
 [ 0.42263284]]
Progress: 4.2% ... Training loss: 0.607 ... Validation loss: 1.045[[  1.12626869e-01   2.28794239e-01  -1.44657303e-01   5.31944086e-02
   -5.89316312e-01  -2.99270390e-02  -8.28578987e-02   1.34993418e-01
   -1.39317410e-01   1.62123080e-01]
 [  2.12335191e-02   1.95795520e-01  -1.67561500e-02   4.71282646e-02
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    1.44062501e-01  -1.79778178e-02]
 [  2.34365647e-01   4.92613763e-01   5.15370967e-02   2.06643139e-01
   -2.80307833e-01  -9.91373855e-02  -6.95244629e-01  -3.34935343e-02
    1.58540244e-01   4.65874968e-01]
 [ -7.10321836e-02  -4.62426163e-01  -2.69478411e-01  -7.74440434e-02
    4.56529966e-01   2.04698563e-01   3.44699594e-01   5.88562808e-02
   -3.25469920e-02  -5.02347356e-02]
 [ -1.82945713e-03   2.22365556e-01  -1.48144736e-01   4.92742976e-02
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   -2.03773247e-01   7.15426240e-02]
 [ -3.62044367e-01  -2.74219758e-01  -2.94573348e-01   1.16970429e-01
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   -3.17573617e-02   1.29302073e-02]
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   -1.28697768e-01   6.68911525e-02  -3.00034699e-01  -2.33792704e-02
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   -1.71222471e-02  -1.10523106e-01]
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   -1.09180433e-01  -1.12973900e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.05129608e-01  -9.10019417e-02   1.23635847e-01   2.78524258e-01
   -1.66589029e-01  -8.48424145e-02  -1.63426220e-01  -2.54122221e-01
   -2.01913886e-01   2.34340368e-02]
 [  1.06481840e-01  -4.36208419e-02  -2.39636853e-02   9.71281395e-02
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 [  1.14467944e-02  -8.66207830e-02  -2.23565328e-01   1.13022222e-01
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   -1.23520014e-01  -3.98033407e-02]
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 [  8.59390752e-02   1.15086183e-01   1.06959285e-01   1.38414264e-01
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   -4.63917454e-03   7.48446355e-04]
 [  2.05603507e-02  -9.28269049e-02  -2.81247896e-01  -2.68905227e-02
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 [  5.30053184e-02   4.62987406e-02  -1.20302329e-01   4.11230394e-02
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 [  5.70454106e-02   1.92332574e-01  -2.89739989e-02  -6.68306527e-03
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   -9.14771834e-02  -2.28155557e-01]
 [  8.79012387e-02  -4.20882195e-02   2.54438318e-02   7.19946222e-02
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 [  9.99358961e-02  -1.34392936e-01   3.72606701e-03   1.54431571e-02
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   -2.70353859e-01  -6.96533523e-02]
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   -1.08715545e-01   1.87391531e-01]
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 [  2.30948776e-01  -1.99669881e-02  -1.46189937e-01   1.57133555e-01
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 [  3.75305229e-02   1.16418835e-01   2.46039859e-01   2.37663219e-01
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 [  5.28537884e-02   2.88184966e-02  -1.02528551e-01  -1.27034680e-02
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   -2.14255444e-01   7.37961688e-02]
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   -5.38712856e-02  -1.36109825e-01]
 [ -3.45862935e-02   1.40985928e-02   7.47186413e-02  -6.40620444e-02
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   -4.71966713e-02   1.47162101e-01]
 [  2.30138024e-01   7.42811311e-02   3.45107281e-02   9.42967940e-02
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   -4.41636954e-02   3.51358084e-04]
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   -7.24793621e-02  -4.31488482e-03]
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   -1.62730047e-01   1.01009805e-01]
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   -4.16242333e-02  -2.86614064e-02  -9.98920268e-02   1.49734929e-01
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 [  1.56090462e-01  -1.07267210e-01  -1.35155441e-01   3.40638607e-03
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 [ -1.36936961e-01   1.49898941e-01   2.46314512e-01  -5.05937117e-02
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   -1.45042806e-01  -8.21173046e-02]
 [ -3.29943861e-01   2.04030204e-01   2.22287263e-02   2.55692879e-03
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   -7.71082516e-02   1.29417290e-01]
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   -1.74589325e-02  -2.00711690e-01]
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   -6.64519642e-02  -1.12227795e-01   2.06544831e-01  -7.59051760e-02
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 [  2.13902557e-02  -8.78765010e-02   2.16151703e-01  -2.21376568e-01
    6.11059725e-02   1.10069141e-01  -3.62340459e-02  -1.10455497e-01
    3.22872696e-02   2.65897754e-01]]
[[ 0.22746929]
 [ 0.75418238]
 [ 0.17553558]
 [ 0.27186674]
 [-1.17295007]
 [-0.22000624]
 [-0.82770664]
 [-0.0662503 ]
 [ 0.16737825]
 [ 0.43318398]]
Progress: 4.2% ... Training loss: 0.603 ... Validation loss: 1.016[[  1.13587911e-01   2.30614518e-01  -1.43861196e-01   5.43464994e-02
   -5.91874868e-01  -3.08824905e-02  -8.48863999e-02   1.34693429e-01
   -1.38534927e-01   1.63752883e-01]
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    1.44100280e-01  -1.78816811e-02]
 [  2.36667067e-01   4.97818375e-01   5.31884283e-02   2.09102359e-01
   -2.88859149e-01  -1.01223032e-01  -7.01600026e-01  -3.41404427e-02
    1.60220113e-01   4.69601409e-01]
 [ -7.33918170e-02  -4.67521574e-01  -2.71265101e-01  -8.01221214e-02
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   -3.43520329e-02  -5.39490557e-02]
 [ -2.48702821e-04   2.26057161e-01  -1.46971974e-01   5.09941560e-02
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   -2.02535696e-01   7.39570291e-02]
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   -3.14627305e-02   1.36397848e-02]
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   -2.40146439e-01  -8.10559340e-02   1.01951604e-01  -1.88823288e-01
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 [ -1.53922345e-01  -9.57045749e-03  -3.01803336e-01   4.91104266e-03
   -1.27801842e-01   6.70777806e-02  -2.99329063e-01  -2.33364101e-02
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   -4.39091332e-02   1.43636729e-01]
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[[ 0.25251193]
 [ 0.78614743]
 [ 0.20093316]
 [ 0.29774061]
 [-1.16326219]
 [-0.20561168]
 [-0.81901839]
 [-0.0474816 ]
 [ 0.18866019]
 [ 0.46200355]]
Progress: 4.2% ... Training loss: 0.612 ... Validation loss: 0.958[[  1.14479237e-01   2.31832124e-01  -1.43189577e-01   5.53740396e-02
   -5.94684925e-01  -3.15985983e-02  -8.65794287e-02   1.34514984e-01
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   -2.90323299e-01  -1.01555148e-01  -7.02548381e-01  -3.42041863e-02
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 [  1.84765874e-03   2.31211322e-01  -1.45332182e-01   5.33105803e-02
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   -5.40141888e-02  -1.36510991e-01]
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   -4.72151803e-02   1.47066881e-01]
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 [  1.55310751e-01  -1.09764007e-01  -1.35729355e-01   2.50987521e-03
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   -1.43037954e-01  -7.77529346e-02]
 [ -3.29464281e-01   2.05293009e-01   2.25508357e-02   3.08172515e-03
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 [  1.39605746e-01   1.18228647e-01  -2.46187537e-01  -1.09653038e-01
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 [ -9.97512977e-02   1.09173455e-02   1.22389507e-01   1.18861779e-01
   -6.60938961e-02  -1.12347373e-01   2.06351279e-01  -7.59563174e-02
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 [  2.14789712e-02  -8.82441547e-02   2.16196448e-01  -2.21268519e-01
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[[ 0.24708937]
 [ 0.78931397]
 [ 0.19590379]
 [ 0.29747731]
 [-1.16893933]
 [-0.20748319]
 [-0.82423324]
 [-0.04813741]
 [ 0.18381215]
 [ 0.46181761]]
Progress: 4.3% ... Training loss: 0.607 ... Validation loss: 0.962[[  1.14715663e-01   2.32275044e-01  -1.42967842e-01   5.55776939e-02
   -5.94444506e-01  -3.17886653e-02  -8.68055818e-02   1.34465957e-01
   -1.37649734e-01   1.65392806e-01]
 [  2.12915532e-02   1.95930348e-01  -1.67190125e-02   4.71977036e-02
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 [  2.35656312e-01   4.93326604e-01   5.22597522e-02   2.07565673e-01
   -2.82301634e-01  -1.00197967e-01  -6.97398021e-01  -3.38809995e-02
    1.59269414e-01   4.67565613e-01]
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   -3.33997337e-02  -5.10824555e-02]
 [  1.96064013e-04   2.25787233e-01  -1.46616413e-01   5.12017194e-02
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   -2.02083494e-01   7.39023842e-02]
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   -3.14760341e-02   1.31357484e-02]
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   -1.68998240e-02  -1.10485394e-01]
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   -1.09119096e-01  -1.13129176e-01]
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   -1.22860559e-01  -3.82825785e-02]
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 [  8.50446146e-02   1.10927819e-01   1.06236410e-01   1.37192786e-01
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   -5.30632177e-03  -1.10212411e-03]
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   -9.21916368e-02  -2.29944008e-01]
 [  8.65085937e-02  -4.63784999e-02   2.43238152e-02   7.03071737e-02
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 [  9.80279102e-02  -1.40457650e-01   2.22812868e-03   1.31046598e-02
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   -1.09586423e-01   1.85411619e-01]
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 [  2.32161351e-01  -1.64972096e-02  -1.45318271e-01   1.58611517e-01
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 [  3.79895982e-02   1.17746782e-01   2.46439176e-01   2.38261960e-01
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 [  5.24606527e-02   2.77112327e-02  -1.02825831e-01  -1.31656686e-02
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   -7.39622267e-02  -7.97772283e-02]
 [  1.55160494e-01  -1.10305868e-01  -1.35834879e-01   2.28055557e-03
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    1.34074392e-01  -8.73582736e-02]
 [ -1.34694339e-01   1.54680004e-01   2.47988311e-01  -4.81041905e-02
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   -1.43371992e-01  -7.86113519e-02]
 [ -3.30167824e-01   2.02745667e-01   2.20149757e-02   2.19862671e-03
   -2.06737409e-02  -1.84258963e-01  -1.57532140e-01   2.33265619e-01
   -7.72731212e-02   1.28915014e-01]
 [  1.39714841e-01   1.18432931e-01  -2.46066726e-01  -1.09513335e-01
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   -1.74215656e-02  -2.00726246e-01]
 [  2.15275006e-01  -1.06370357e-01   6.29218812e-02  -1.55665532e-02
   -3.36135624e-02  -3.17448231e-02  -6.37953552e-02  -1.36447210e-01
    1.13161930e-01  -1.64205115e-01]
 [ -9.93419178e-02   1.22848953e-02   1.22723243e-01   1.19371631e-01
   -6.76299278e-02  -1.12719341e-01   2.05169319e-01  -7.60392576e-02
    1.89939294e-01   9.01134518e-03]
 [  2.14624628e-02  -8.82479109e-02   2.16192576e-01  -2.21271160e-01
    6.18446385e-02   1.09966347e-01  -3.56364691e-02  -1.10488499e-01
    3.23698656e-02   2.65973809e-01]]
[[ 0.22627184]
 [ 0.76935332]
 [ 0.17648172]
 [ 0.27695308]
 [-1.19216683]
 [-0.22447109]
 [-0.84114896]
 [-0.06640771]
 [ 0.16660817]
 [ 0.44067374]]
Progress: 4.3% ... Training loss: 0.599 ... Validation loss: 1.009[[  1.16028691e-01   2.35811531e-01  -1.41881631e-01   5.72821568e-02
   -5.99410286e-01  -3.30900424e-02  -9.07422388e-02   1.34059586e-01
   -1.36639045e-01   1.67985242e-01]
 [  2.13161719e-02   1.96036193e-01  -1.67041459e-02   4.72138773e-02
    7.01009184e-02  -8.86272718e-03   2.75774085e-01   4.13847758e-02
    1.44117003e-01  -1.78481338e-02]
 [  2.36990604e-01   4.97745128e-01   5.33328752e-02   2.09251351e-01
   -2.87627009e-01  -1.01521771e-01  -7.01834965e-01  -3.42842254e-02
    1.60225400e-01   4.70060528e-01]
 [ -7.14375764e-02  -4.59003532e-01  -2.69552029e-01  -7.71381759e-02
    4.50331845e-01   2.04770553e-01   3.42857767e-01   5.90333352e-02
   -3.27560541e-02  -4.88872712e-02]
 [ -2.89691677e-04   2.23773200e-01  -1.47047696e-01   5.04343731e-02
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   -2.02419508e-01   7.26594336e-02]
 [ -3.61392096e-01  -2.73159407e-01  -2.94021513e-01   1.17867420e-01
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   -3.10855183e-02   1.40123385e-02]
 [  5.97702265e-03  -8.03632461e-02   1.67103334e-02   1.17956460e-01
   -2.34105068e-01  -8.00477780e-02   1.05938101e-01  -1.88600912e-01
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   -1.32765472e-01   6.61193237e-02  -3.03004245e-01  -2.36050439e-02
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 [  3.42225270e-02  -1.82866820e-01   7.32470124e-02  -6.35046319e-03
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   -4.56759418e-02   1.39146254e-01]
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   -1.58754381e-02  -1.08035456e-01]
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   -1.09085003e-01  -1.13055657e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.05468490e-01  -9.22413034e-02   1.23399378e-01   2.78128249e-01
   -1.64752984e-01  -8.45514618e-02  -1.62134166e-01  -2.54057497e-01
   -2.02072941e-01   2.27529699e-02]
 [  1.07416441e-01  -4.13216917e-02  -2.31506461e-02   9.83866939e-02
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 [  1.24220366e-02  -8.41983179e-02  -2.22858509e-01   1.14124125e-01
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   -1.22795702e-01  -3.81538071e-02]
 [ -1.27921928e-01  -4.73114409e-02  -2.06442249e-01   1.49510438e-01
   -5.11690629e-02   1.36915847e-01   1.03871475e-02  -2.50486634e-01
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 [ -7.58558693e-02  -3.84053256e-02   2.74294049e-01   9.47550041e-02
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 [  8.51779124e-02   1.11330412e-01   1.06366959e-01   1.37332857e-01
   -1.17508319e-01  -4.75859313e-02   1.34824583e-01   1.16277866e-01
   -5.20790993e-03  -8.27025730e-04]
 [  2.00089329e-02  -9.48305826e-02  -2.81746970e-01  -2.76758258e-02
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 [  5.42499866e-02   4.89484596e-02  -1.19283800e-01   4.26210283e-02
   -1.16815437e-01   3.26686839e-01   2.13617060e-01   2.05900213e-01
   -1.69402171e-01  -4.37609742e-02]
 [  9.24875927e-04  -3.21153233e-02   1.15963706e-01   1.00180685e-01
   -5.97413576e-03   1.16980714e-01  -2.12152210e-01  -3.59511884e-02
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   -8.94099754e-02  -3.24054594e-01   1.16780635e-01   9.88284354e-03
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 [ -9.89032046e-02   2.06882121e-02  -1.55577753e-02   2.18621232e-02
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 [  5.58386725e-02   1.88766284e-01  -2.99435618e-02  -8.15200127e-03
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   -9.23695917e-02  -2.30377123e-01]
 [  8.60616928e-02  -4.78430392e-02   2.39722065e-02   6.97513032e-02
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    1.33819218e-01  -2.09089161e-01]
 [  9.79059675e-02  -1.40870744e-01   2.13904078e-03   1.29442857e-02
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   -2.71847364e-01  -7.34513101e-02]
 [ -5.49306494e-02  -2.51407357e-01   4.85071649e-02  -4.60675801e-02
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 [ -1.88293000e-01  -8.24693125e-02   1.05545943e-01   8.48732709e-02
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   -1.09588825e-01   1.85405457e-01]
 [ -5.33479631e-02   7.78332568e-05  -1.43638537e-01   1.64364375e-03
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 [  7.31447686e-02   1.18630175e-01   1.42305366e-01  -1.47375442e-01
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 [  2.33691656e-01  -1.13125375e-02  -1.44073481e-01   1.60659588e-01
   -4.45228013e-01  -2.09545424e-01  -1.09673155e-01   1.86998962e-01
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 [  3.79491758e-02   1.17644218e-01   2.46411399e-01   2.38216504e-01
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   -1.48312666e-01  -3.01432017e-01]
 [  5.23964039e-02   2.76303515e-02  -1.02868699e-01  -1.32368839e-02
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 [ -1.13804725e-02  -8.53985107e-02  -7.12152881e-02  -6.73290348e-02
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    2.54264611e-02  -7.49070990e-03]
 [  2.76642923e-03  -1.19006235e-02   2.32940382e-01   3.73435001e-02
   -1.07561316e-01  -1.16559925e-01   1.99207584e-01   4.03438357e-02
   -2.14132930e-01   7.42475204e-02]
 [  3.80271994e-02  -6.41721358e-02   9.28434933e-02  -4.05815307e-02
   -8.79479235e-02   8.95433266e-02   1.70062233e-01  -2.71352143e-01
   -5.37606095e-02  -1.35917945e-01]
 [ -3.45024163e-02   1.45257958e-02   7.47920810e-02  -6.39161252e-02
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   -4.71122526e-02   1.47212570e-01]
 [  2.29998005e-01   7.40793475e-02   3.43774405e-02   9.41146377e-02
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   -4.42944469e-02   1.63662828e-04]
 [ -3.62870631e-02  -2.31082886e-01  -2.26620630e-02  -7.06504365e-02
   -5.61402375e-02  -7.41970247e-02   1.45889601e-02   4.35304221e-02
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 [ -1.54756940e-01   1.40398139e-01   1.84817339e-02   1.45359876e-01
   -2.91522189e-01  -1.92570576e-01  -2.03110117e-01  -6.59742689e-02
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 [  1.10394430e-02   1.47488509e-01  -2.79482145e-02   1.84477205e-01
   -8.87039353e-02   2.79663444e-02  -2.29210291e-02   1.58775668e-01
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 [  1.88855492e-01   1.00500145e-01   2.05579038e-01   3.35354240e-02
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    1.55157362e-01  -4.38080852e-02]
 [ -1.07027312e-01   1.22336904e-01   2.24047706e-01  -3.45871661e-02
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   -7.19383057e-02  -3.05489702e-03]
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   -2.84839554e-01  -1.05205107e-01]
 [ -1.75561753e-01   1.06055080e-01  -7.04734930e-02  -2.83539056e-01
   -2.39347768e-02   9.21428271e-02  -3.25849974e-02   1.01724844e-01
   -1.63148893e-01   1.00015863e-01]
 [  9.64139431e-02  -1.18545106e-01  -8.24153663e-02  -4.08173754e-02
   -3.46797549e-02  -2.72849300e-02  -9.51097226e-02   1.50081562e-01
   -7.41274949e-02  -8.01872515e-02]
 [  1.55219328e-01  -1.10032672e-01  -1.35781690e-01   2.33800456e-03
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 [ -1.34611179e-01   1.55271619e-01   2.48077069e-01  -4.79753816e-02
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   -1.43300576e-01  -7.83031079e-02]
 [ -3.29772184e-01   2.03109437e-01   2.23398850e-02   2.69716826e-03
   -2.15988700e-02  -1.84602810e-01  -1.58217184e-01   2.33154971e-01
   -7.69481740e-02   1.29556813e-01]
 [  1.39986413e-01   1.19251761e-01  -2.45865627e-01  -1.09151571e-01
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   -1.72003625e-02  -2.00136328e-01]
 [  2.15650342e-01  -1.04972863e-01   6.32392565e-02  -1.50534383e-02
   -3.55421171e-02  -3.21665800e-02  -6.52681219e-02  -1.36572226e-01
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 [ -9.91025411e-02   1.31097672e-02   1.22916435e-01   1.19644481e-01
   -6.85535199e-02  -1.12952227e-01   2.04354113e-01  -7.61072876e-02
    1.90135930e-01   9.44637964e-03]
 [  2.20355539e-02  -8.65522743e-02   2.16660134e-01  -2.20548588e-01
    5.86823050e-02   1.09414784e-01  -3.72305767e-02  -1.10663136e-01
    3.28061163e-02   2.66959575e-01]]
[[ 0.24869127]
 [ 0.79141348]
 [ 0.19253373]
 [ 0.29749542]
 [-1.1814917 ]
 [-0.20531067]
 [-0.826695  ]
 [-0.04429325]
 [ 0.1895595 ]
 [ 0.46265459]]
Progress: 4.4% ... Training loss: 0.603 ... Validation loss: 0.954[[  1.16750794e-01   2.37044583e-01  -1.41282163e-01   5.82208010e-02
   -6.00617090e-01  -3.35556949e-02  -9.21574471e-02   1.33909042e-01
   -1.36016664e-01   1.69284763e-01]
 [  2.15436340e-02   1.95917300e-01  -1.65249287e-02   4.74504985e-02
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    1.44311380e-01  -1.75622710e-02]
 [  2.37248688e-01   4.97594170e-01   5.37479347e-02   2.09829001e-01
   -2.88127652e-01  -1.01761000e-01  -7.01721779e-01  -3.43720535e-02
    1.60659836e-01   4.70860273e-01]
 [ -7.35537249e-02  -4.64875917e-01  -2.71358794e-01  -7.97924450e-02
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   -3.44903221e-02  -5.26662745e-02]
 [  9.85822678e-04   2.26718528e-01  -1.46000474e-01   5.20353768e-02
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   -2.01394160e-01   7.47175743e-02]
 [ -3.61594209e-01  -2.73925973e-01  -2.94245940e-01   1.17574103e-01
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   -3.12558740e-02   1.35741939e-02]
 [  5.24722773e-03  -8.27043808e-02   1.61497636e-02   1.17042269e-01
   -2.29761558e-01  -7.94317241e-02   1.08381459e-01  -1.88474263e-01
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 [  1.31286725e-01  -1.08607836e-01   4.03330165e-02  -4.55699246e-02
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    7.69645217e-02   2.96334410e-02]
 [ -1.53334747e-01  -7.65499787e-03  -3.01363742e-01   5.65431578e-03
   -1.30937720e-01   6.64594892e-02  -3.01600382e-01  -2.35376343e-02
    2.81753074e-01  -9.02211054e-02]
 [  3.37131819e-02  -1.85123535e-01   7.29119367e-02  -6.94769391e-03
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   -4.59952340e-02   1.38175351e-01]
 [ -6.92665181e-02   1.60294597e-01   2.76504953e-03  -1.49340826e-01
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[[ 0.24519184]
 [ 0.78814636]
 [ 0.18246263]
 [ 0.28977001]
 [-1.19959779]
 [-0.21841386]
 [-0.84285063]
 [-0.05424878]
 [ 0.1818728 ]
 [ 0.4529405 ]]
Progress: 4.5% ... Training loss: 0.596 ... Validation loss: 0.974[[  1.18364716e-01   2.41720018e-01  -1.39985136e-01   6.02956384e-02
   -6.07194726e-01  -3.50835803e-02  -9.70060237e-02   1.33531161e-01
   -1.34700940e-01   1.72352335e-01]
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 [  2.36714491e-01   4.95909477e-01   5.34420339e-02   2.09049142e-01
   -2.83096558e-01  -1.01127471e-01  -6.98935983e-01  -3.42384493e-02
    1.60245661e-01   4.69909411e-01]
 [ -7.19669308e-02  -4.60146912e-01  -2.70248031e-01  -7.76878560e-02
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   -3.32511286e-02  -4.95994146e-02]
 [ -2.96832258e-05   2.23251830e-01  -1.46840214e-01   5.05914596e-02
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   -9.28027806e-02  -2.31383202e-01]
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 [  9.74484243e-02  -1.42299397e-01   1.77767279e-03   1.23858410e-02
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   -2.72196576e-01  -7.43074141e-02]
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 [ -3.31467779e-01   1.98274317e-01   2.10110039e-02   6.84526660e-04
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 [ -9.90182461e-02   1.27240418e-02   1.23015486e-01   1.19732154e-01
   -6.79869673e-02  -1.13054577e-01   2.04173231e-01  -7.61419165e-02
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 [  2.15152423e-02  -8.83681382e-02   2.16206444e-01  -2.21220659e-01
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[[ 0.25164159]
 [ 0.79295816]
 [ 0.18482187]
 [ 0.29805232]
 [-1.19585863]
 [-0.20978655]
 [-0.83300406]
 [-0.04510174]
 [ 0.18975598]
 [ 0.45758888]]
Progress: 4.5% ... Training loss: 0.598 ... Validation loss: 0.954[[ 0.12056802  0.24838205 -0.13840028  0.06304088 -0.61666693 -0.03704442
  -0.10309677  0.13313036 -0.1329979   0.17607562]
 [ 0.02139963  0.19557875 -0.01661376  0.04730884  0.07027178 -0.00890271
   0.27593575  0.0413814   0.14422466 -0.01777082]
 [ 0.23578091  0.49297574  0.05281811  0.20781842 -0.27733857 -0.10038408
  -0.69595349 -0.03404798  0.1594737   0.46831989]
 [-0.07085076 -0.45764818 -0.26942799 -0.07635543  0.44630746  0.20413252
   0.34034816  0.05885612 -0.03246547 -0.04771593]
 [-0.00118447  0.22091032 -0.14776765  0.04917364  0.08423654 -0.1766425
  -0.03457619 -0.11900692 -0.20320307  0.07046557]
 [-0.35995331 -0.2693782  -0.2930489   0.11976252  0.18714669  0.06808038
  -0.00510554 -0.03161051 -0.02989593  0.01650263]
 [ 0.00397669 -0.08615161  0.01527489  0.11557842 -0.22394303 -0.0784182
   0.1120835  -0.18821239  0.18856877  0.07113028]
 [ 0.13160739 -0.1080112   0.04063684 -0.04512594  0.05553262 -0.05424634
  -0.09087645  0.12280936  0.07728862  0.03020368]
 [-0.15215482 -0.00432787 -0.30051372  0.00702649 -0.13548188  0.0654561
  -0.30455152 -0.02376518  0.28260057 -0.08825691]
 [ 0.03368593 -0.18554219  0.07304622 -0.00687441  0.12637003 -0.07865913
  -0.03170569 -0.09112615 -0.04591606  0.13819944]
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 [-0.05087132  0.14336599 -0.04314566  0.06542077  0.09475429  0.06980715
  -0.18290672 -0.01534671 -0.1098184  -0.11492076]
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 [-0.20542635 -0.0923767   0.12347853  0.27829013 -0.16489806 -0.08466278
  -0.16212132 -0.25409311 -0.20197716  0.02285036]
 [ 0.10822596 -0.03899861 -0.02263469  0.09939221  0.01526823 -0.07255964
   0.10575334  0.00560013  0.01594656  0.00861651]
 [ 0.01256701 -0.08394351 -0.22283414  0.11429917  0.02188373  0.10768092
  -0.03324231 -0.01717505 -0.12268514 -0.03788053]
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   0.01181175 -0.25039975  0.0586929  -0.20616101]
 [-0.07639143 -0.03948702  0.27393908  0.09417324  0.11333021 -0.05836454
  -0.13426212  0.12249533  0.06359319  0.032048  ]
 [ 0.08383899  0.1075207   0.10535338  0.13571077 -0.1108933  -0.04644604
   0.13907965  0.11654783 -0.00623754 -0.00307853]
 [ 0.01939807 -0.09723822 -0.2820965  -0.02828655  0.16808759 -0.10278316
   0.11731334  0.16244256  0.11866824 -0.00323622]
 [ 0.05559666  0.05260838 -0.11819576  0.04435102 -0.12181987  0.32540749
   0.20968195  0.20560901 -0.16829115 -0.04130181]
 [ 0.00190933 -0.02971872  0.11671824  0.1013723  -0.00977999  0.11613935
  -0.21400313 -0.03614834  0.2031505   0.08292145]
 [ 0.10136877  0.06862081 -0.0538398  -0.11360891 -0.092832   -0.32472465
   0.11406921  0.00973674  0.13587515  0.08104782]
 [-0.09929095  0.01937177 -0.01587222  0.02134835  0.01961575 -0.2006968
  -0.08643824 -0.01891044  0.01364402  0.1278634 ]
 [-0.13006413 -0.0117363  -0.19084019  0.01578438 -0.30855843 -0.01015641
  -0.06000532 -0.02173819  0.01910604  0.08551937]
 [ 0.05502174  0.18616182 -0.0305757  -0.00915718  0.12494349  0.22195214
   0.25900074  0.11025931 -0.0929966  -0.23183285]
 [ 0.0850306  -0.05120791  0.0231626   0.06846449  0.18000488  0.03636865
   0.16506387  0.08795878  0.13302502 -0.21105813]
 [ 0.09697139 -0.14370996  0.0014325   0.01180856  0.26941166 -0.0310292
   0.17601695  0.0453333  -0.27255387 -0.07518717]
 [-0.05611961 -0.25499459  0.04761069 -0.04753909  0.24807539 -0.15854067
   0.24892479 -0.08530633  0.04783838  0.24617106]
 [-0.18910392 -0.08489509  0.10491877  0.08388336  0.49051474  0.08221276
   0.08228514  0.04453967  0.00895704  0.01565049]
 [-0.06141593  0.11246672  0.32000391 -0.05018687  0.01932537 -0.12821564
   0.24269924  0.01046774 -0.11088079  0.18246089]
 [-0.05402168 -0.00203    -0.14413112  0.00084945  0.15124116 -0.27111162
  -0.05700893  0.16945858  0.0662102  -0.00678612]
 [ 0.0742621   0.12223431  0.14317277 -0.14598531  0.11984041  0.07961949
  -0.01407643  0.28878722  0.03348367  0.10412584]
 [ 0.23694257 -0.00142191 -0.14173218  0.16466454 -0.45827237 -0.21231112
  -0.12016524  0.18637146  0.26768432 -0.22713143]
 [ 0.03867559  0.11973331  0.24699653  0.23914545 -0.00882806 -0.18552328
  -0.13876359 -0.13017764 -0.14774341 -0.30012021]
 [ 0.05216066  0.02705678 -0.10306021 -0.01353712  0.11908097  0.02538371
  -0.08824495 -0.18439721  0.0657587   0.25152639]
 [-0.01133687 -0.08522556 -0.07121433 -0.06728191  0.04210338 -0.1667584
   0.12340164  0.01003971  0.02543853 -0.00739561]
 [ 0.00300253 -0.0114645   0.23307186  0.03761379 -0.10872371 -0.11675298
   0.19850347  0.04030375 -0.21396698  0.07469548]
 [ 0.0379137  -0.06453414  0.09276568 -0.04070994 -0.08721648  0.08963639
   0.17047282 -0.27133129 -0.05383527 -0.13614014]
 [-0.03475903  0.01383407  0.07460088 -0.06422009  0.07592525  0.19479714
   0.16976913  0.11754941 -0.04729441  0.1467788 ]
 [ 0.2291738   0.07193426  0.03374493  0.0931552   0.01136864 -0.02658962
  -0.17244418  0.14740806 -0.04492656 -0.00125619]
 [-0.03561022 -0.22901237 -0.02211016 -0.06977726 -0.05919733 -0.07480381
   0.01258913  0.04338808  0.03830368  0.08248315]
 [-0.15262228  0.1453573   0.02016532  0.14790879 -0.29939409 -0.19434416
  -0.20798953 -0.06642058  0.07580259  0.05369513]
 [ 0.01200734  0.15011962 -0.02714252  0.18569487 -0.09294076  0.02715024
  -0.02596509  0.15858064  0.01644434  0.2571875 ]
 [ 0.18990968  0.10387911  0.20646291  0.03495324 -0.04016425  0.13288738
   0.00817588  0.16691057  0.15605728 -0.04179398]
 [-0.10697935  0.12271518  0.22408692 -0.03451154  0.13207161  0.15429966
   0.00844816 -0.01335962 -0.07189782 -0.00293794]
 [-0.10346595 -0.02414338  0.02196916  0.08050524 -0.01155322  0.1216336
   0.27753596  0.0206229  -0.2846458  -0.10477341]
 [-0.17582861  0.10528442 -0.07067982 -0.28386447 -0.02275137  0.09236966
  -0.03174595  0.10177842 -0.16336137  0.09955263]
 [ 0.09539634 -0.1215751  -0.08317293 -0.04201819 -0.03046901 -0.02646565
  -0.09195965  0.150272   -0.07489718 -0.0820235 ]
 [ 0.15527367 -0.11015679 -0.13577301  0.00239055  0.13098256 -0.06288841
  -0.06855354 -0.14695679  0.13417526 -0.08728767]
 [-0.13370728  0.1572083   0.24879867 -0.04683066  0.21492413  0.10354407
  -0.00806808 -0.29582036 -0.14255108 -0.07685906]
 [-0.33068248  0.20081166  0.02157548  0.00165193 -0.01720143 -0.18390464
  -0.1558295   0.23334263 -0.07765113  0.12808351]
 [ 0.14168937  0.12378293 -0.24449959 -0.10694834  0.10542508 -0.28265356
  -0.00095583 -0.16603709 -0.01577766 -0.19726242]
 [ 0.21549947 -0.10522577  0.06321487 -0.01512856 -0.03383718 -0.03209295
  -0.06465159 -0.13655693  0.11333908 -0.16349417]
 [-0.09970965  0.01112729  0.12249678  0.11892476 -0.06530525 -0.11251426
   0.20599489 -0.07601411  0.18971411  0.00835739]
 [ 0.02169747 -0.08796791  0.21633717 -0.22099017  0.06080114  0.1097745
  -0.03555296 -0.1105879   0.03252875  0.26640548]]
[[ 0.26029421]
 [ 0.80359319]
 [ 0.19146274]
 [ 0.30684438]
 [-1.19253382]
 [-0.19673221]
 [-0.82268825]
 [-0.0323224 ]
 [ 0.1997682 ]
 [ 0.46505843]]
Progress: 4.5% ... Training loss: 0.605 ... Validation loss: 0.933[[  1.21949752e-01   2.51650818e-01  -1.37393318e-01   6.46033484e-02
   -6.20246578e-01  -3.80036421e-02  -1.05685568e-01   1.32951817e-01
   -1.31895109e-01   1.78049695e-01]
 [  2.13013382e-02   1.95236292e-01  -1.66948955e-02   4.71855330e-02
    7.07775097e-02  -8.81982386e-03   2.76249189e-01   4.13938923e-02
    1.44155130e-01  -1.79660242e-02]
 [  2.36822597e-01   4.95575075e-01   5.36042170e-02   2.08871106e-01
   -2.79934978e-01  -1.01086179e-01  -6.97628786e-01  -3.41729945e-02
    1.60180029e-01   4.69473934e-01]
 [ -7.05397947e-02  -4.57694289e-01  -2.69276165e-01  -7.59649195e-02
    4.44561519e-01   2.03918979e-01   3.39604593e-01   5.88291841e-02
   -3.22724474e-02  -4.71547690e-02]
 [ -3.29853068e-04   2.24556576e-01  -1.47035854e-01   5.03138369e-02
    8.01622369e-02  -1.77329272e-01  -3.79315600e-02  -1.19144632e-01
   -2.02385061e-01   7.23549108e-02]
 [ -3.60089525e-01  -2.69994465e-01  -2.93189794e-01   1.19634075e-01
    1.87949732e-01   6.81316110e-02  -4.42467851e-03  -3.16013581e-02
   -2.99470995e-02   1.62178225e-02]
 [  3.98883645e-03  -8.54427173e-02   1.53648601e-02   1.15628752e-01
   -2.23604160e-01  -7.83663711e-02   1.11777517e-01  -1.88232353e-01
    1.88628121e-01   7.12559775e-02]
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    5.94187218e-02  -5.37026467e-02  -8.80252069e-02   1.22901680e-01
    7.67146483e-02   2.87142437e-02]
 [ -1.51876467e-01  -3.85057367e-03  -3.00275995e-01   7.32370570e-03
   -1.35672450e-01   6.52603328e-02  -3.04666336e-01  -2.38003674e-02
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 [  3.35837544e-02  -1.85994592e-01   7.29883910e-02  -7.11028204e-03
    1.28698185e-01  -7.85015024e-02  -3.01297368e-02  -9.11200372e-02
   -4.59761455e-02   1.37638685e-01]
 [ -6.71289703e-02   1.66831667e-01   4.25719639e-03  -1.46601059e-01
   -6.52061995e-02   2.34624256e-02   1.78561883e-02  -1.00435108e-01
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[[ 0.25745836]
 [ 0.8057048 ]
 [ 0.1855403 ]
 [ 0.30630003]
 [-1.20688741]
 [-0.2049849 ]
 [-0.83293872]
 [-0.03394153]
 [ 0.1971105 ]
 [ 0.46456917]]
Progress: 4.6% ... Training loss: 0.598 ... Validation loss: 0.936[[  1.23360377e-01   2.54474332e-01  -1.36309933e-01   6.62476279e-02
   -6.22217254e-01  -3.90944805e-02  -1.08472858e-01   1.32758194e-01
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   -6.75710895e-02  -1.13053364e-01   2.04106210e-01  -7.61079780e-02
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 [  2.00506915e-02  -9.28388304e-02   2.15139852e-01  -2.22957425e-01
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[[ 0.24863123]
 [ 0.80084271]
 [ 0.17392879]
 [ 0.2977881 ]
 [-1.23152812]
 [-0.2186149 ]
 [-0.84987917]
 [-0.04622927]
 [ 0.18733402]
 [ 0.45275725]]
Progress: 4.7% ... Training loss: 0.589 ... Validation loss: 0.957[[  1.23616043e-01   2.55103885e-01  -1.36225989e-01   6.64471737e-02
   -6.22132870e-01  -3.92081659e-02  -1.08461950e-01   1.32717431e-01
   -1.30565061e-01   1.80570979e-01]
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 [  2.36764141e-01   4.94306627e-01   5.34404050e-02   2.08434690e-01
   -2.75616296e-01  -1.00773254e-01  -6.96312841e-01  -3.41084607e-02
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   -3.18055695e-02  -4.54651614e-02]
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   -1.10542154e-01  -1.16663909e-01]
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   -7.56051696e-02  -8.36919477e-02]
 [  1.53896438e-01  -1.14814498e-01  -1.36778736e-01   6.01291304e-04
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 [ -1.32535820e-01   1.59859387e-01   2.49637075e-01  -4.55057567e-02
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   -1.41663971e-01  -7.51193232e-02]
 [ -3.31409244e-01   1.98346265e-01   2.10886290e-02   7.29927584e-04
   -1.28249588e-02  -1.83286844e-01  -1.52693254e-01   2.33486271e-01
   -7.82010363e-02   1.26571625e-01]
 [  1.41850542e-01   1.24331856e-01  -2.44455257e-01  -1.06756573e-01
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   -1.56133796e-02  -1.96905512e-01]
 [  2.13795881e-01  -1.09731327e-01   6.20564005e-02  -1.72171029e-02
   -2.43205196e-02  -3.06583672e-02  -5.94771621e-02  -1.36279146e-01
    1.12062063e-01  -1.66479327e-01]
 [ -9.95063874e-02   1.10887860e-02   1.22584324e-01   1.19107366e-01
   -6.50964035e-02  -1.12583884e-01   2.06185786e-01  -7.60129804e-02
    1.89878657e-01   8.52885396e-03]
 [  2.03745340e-02  -9.19130612e-02   2.15337897e-01  -2.22571112e-01
    6.73962113e-02   1.10740319e-01  -3.10864081e-02  -1.10443033e-01
    3.15350721e-02   2.63855868e-01]]
[[ 0.23436546]
 [ 0.78441469]
 [ 0.15628553]
 [ 0.28290544]
 [-1.24503721]
 [-0.23069883]
 [-0.86339266]
 [-0.05945402]
 [ 0.17523254]
 [ 0.43764252]]
Progress: 4.7% ... Training loss: 0.588 ... Validation loss: 0.995[[  1.24483188e-01   2.58180449e-01  -1.35612091e-01   6.74596213e-02
   -6.24774508e-01  -4.00410310e-02  -1.10958696e-01   1.32474726e-01
   -1.29872499e-01   1.82086262e-01]
 [  2.12871276e-02   1.95128598e-01  -1.67023501e-02   4.71606020e-02
    7.08868461e-02  -8.80593727e-03   2.76387291e-01   4.13968137e-02
    1.44144635e-01  -1.79971715e-02]
 [  2.35287415e-01   4.90869471e-01   5.25134122e-02   2.06561071e-01
   -2.67614911e-01  -9.91934383e-02  -6.91613484e-01  -3.37277557e-02
    1.58774717e-01   4.66487805e-01]
 [ -6.76328640e-02  -4.49792676e-01  -2.67146348e-01  -7.21174323e-02
    4.25490227e-01   2.00877642e-01   3.28845982e-01   5.80151508e-02
   -2.99784122e-02  -4.10803245e-02]
 [ -1.96626918e-03   2.20338192e-01  -1.48246922e-01   4.84687010e-02
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   -2.03443407e-01   6.94714182e-02]
 [ -3.60618321e-01  -2.72152635e-01  -2.93637355e-01   1.18996799e-01
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   -3.03262281e-02   1.49864419e-02]
 [  3.53573578e-03  -8.70426238e-02   1.50918236e-02   1.14942063e-01
   -2.16609828e-01  -7.78890380e-02   1.14776843e-01  -1.88183133e-01
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   -1.36964148e-01   6.47596520e-02  -3.05722140e-01  -2.39357600e-02
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   -4.63794686e-02   1.36045331e-01]
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   -1.53905317e-02  -1.07260710e-01]
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   -1.10539790e-01  -1.16670632e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.05627046e-01  -9.31373063e-02   1.23325289e-01   2.78041405e-01
   -1.63673780e-01  -8.44818767e-02  -1.61439366e-01  -2.54063851e-01
   -2.02093582e-01   2.23987225e-02]
 [  1.07167365e-01  -4.27086040e-02  -2.33885412e-02   9.81366305e-02
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 [  1.40772588e-02  -7.89318802e-02  -2.21906633e-01   1.16148288e-01
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   -1.21456577e-01  -3.53064882e-02]
 [ -1.29041154e-01  -4.99303979e-02  -2.07194679e-01   1.48073672e-01
   -4.45740005e-02   1.37778297e-01   1.37896635e-02  -2.50327017e-01
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 [ -7.62704841e-02  -3.94722973e-02   2.74051920e-01   9.42737875e-02
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 [  8.19565214e-02   1.01464165e-01   1.04104321e-01   1.33358055e-01
   -1.01096688e-01  -4.47435513e-02   1.45629918e-01   1.16911025e-01
   -7.69326884e-03  -6.66111730e-03]
 [  1.89012242e-02  -9.87710075e-02  -2.82493447e-01  -2.89687344e-02
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 [  5.47243664e-02   4.90638316e-02  -1.18849616e-01   4.31707520e-02
   -1.16053164e-01   3.26298191e-01   2.13207778e-01   2.05831285e-01
   -1.69003958e-01  -4.29662218e-02]
 [  1.67985996e-03  -3.06593826e-02   1.16530740e-01   1.01021472e-01
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   -9.33018735e-02  -3.24980866e-01   1.13609932e-01   9.68676792e-03
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 [  5.35149819e-02   1.81550095e-01  -3.16579939e-02  -1.09825879e-02
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   -9.41612650e-02  -2.34548622e-01]
 [  8.29594183e-02  -5.76665856e-02   2.16547785e-02   6.59178406e-02
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    1.31468968e-01  -2.14917956e-01]
 [  9.55533985e-02  -1.48162549e-01   3.69128980e-04   9.99920169e-03
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   -2.73670577e-01  -7.78083189e-02]
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 [ -1.91883060e-01  -9.34556608e-02   1.02961098e-01   8.05210917e-02
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 [ -6.31361893e-02   1.07450119e-01   3.18834830e-01  -5.22676107e-02
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   -1.12180190e-01   1.79547793e-01]
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 [  7.52952746e-02   1.25042414e-01   1.43907790e-01  -1.44734803e-01
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 [  2.41586242e-01   1.33055119e-02  -1.38497581e-01   1.70398989e-01
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 [  3.86170710e-02   1.19692554e-01   2.46990904e-01   2.39155645e-01
   -8.77542704e-03  -1.85530509e-01  -1.38951592e-01  -1.30162566e-01
   -1.47800001e-01  -3.00309470e-01]
 [  5.18553304e-02   2.60909794e-02  -1.03311655e-01  -1.39582922e-02
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 [  2.91550387e-03  -1.15427052e-02   2.32987217e-01   3.74998703e-02
   -1.08771764e-01  -1.16708584e-01   1.98702933e-01   4.03001032e-02
   -2.14051128e-01   7.44804047e-02]
 [  3.74629922e-02  -6.55855057e-02   9.24376387e-02  -4.12866693e-02
   -8.50284184e-02   9.00026905e-02   1.71517604e-01  -2.71246386e-01
   -5.42015043e-02  -1.36871841e-01]
 [ -3.58555912e-02   1.14608705e-02   7.37781386e-02  -6.55661025e-02
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   -4.81647592e-02   1.44980226e-01]
 [  2.29053349e-01   7.12448094e-02   3.36502726e-02   9.29392541e-02
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   -4.50264157e-02  -1.56669755e-03]
 [ -3.40751990e-02  -2.24606226e-01  -2.10228439e-02  -6.79298876e-02
   -6.51161862e-02  -7.60505437e-02   8.37664324e-03   4.31329620e-02
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 [ -1.48785981e-01   1.54883972e-01   2.28349280e-02   1.52365129e-01
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 [  1.35770580e-02   1.54367020e-01  -2.59689543e-02   1.87504802e-01
   -9.80762678e-02   2.58724098e-02  -2.98622763e-02   1.58341149e-01
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 [  1.90805661e-01   1.06951428e-01   2.07148899e-01   3.60995482e-02
   -4.42101860e-02   1.32066251e-01   5.01537962e-03   1.66749256e-01
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 [ -1.06452891e-01   1.24173098e-01   2.24465664e-01  -3.38820550e-02
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   -7.15021553e-02  -2.06552148e-03]
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   -2.85472035e-01  -1.06758939e-01]
 [ -1.76502671e-01   1.03209470e-01  -7.11767652e-02  -2.84712940e-01
   -1.97757767e-02   9.29400848e-02  -2.96635782e-02   1.01878098e-01
   -1.63888863e-01   9.83016248e-02]
 [  9.39628721e-02  -1.26070694e-01  -8.41848869e-02  -4.37972802e-02
   -2.36864299e-02  -2.51984675e-02  -8.72487649e-02   1.50547678e-01
   -7.59762249e-02  -8.46837399e-02]
 [  1.53433566e-01  -1.16479841e-01  -1.37078291e-01   2.17457295e-05
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 [ -1.33050228e-01   1.58506941e-01   2.49304269e-01  -4.61151958e-02
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   -1.42012421e-01  -7.60236183e-02]
 [ -3.31770066e-01   1.97317025e-01   2.08517112e-02   2.96705399e-04
   -1.11884567e-02  -1.82947529e-01  -1.51698422e-01   2.33571124e-01
   -7.84555922e-02   1.25949454e-01]
 [  1.42314440e-01   1.25800880e-01  -2.44139177e-01  -1.06210246e-01
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   -1.52598743e-02  -1.96160578e-01]
 [  2.15028543e-01  -1.05891255e-01   6.28540412e-02  -1.57286813e-02
   -2.99573418e-02  -3.18369507e-02  -6.39900936e-02  -1.36587738e-01
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 [ -9.93123155e-02   1.17785294e-02   1.22761520e-01   1.19357210e-01
   -6.55286584e-02  -1.12828278e-01   2.05490896e-01  -7.60727797e-02
    1.90051788e-01   8.90582960e-03]
 [  2.00892157e-02  -9.28498600e-02   2.15129336e-01  -2.22962896e-01
    6.89180156e-02   1.11013420e-01  -3.01409141e-02  -1.10365079e-01
    3.13057086e-02   2.63386558e-01]]
[[ 0.23685534]
 [ 0.77955937]
 [ 0.15313429]
 [ 0.28564889]
 [-1.24495185]
 [-0.22721009]
 [-0.85774806]
 [-0.05501323]
 [ 0.18065081]
 [ 0.43669516]]
Progress: 4.8% ... Training loss: 0.586 ... Validation loss: 0.986[[  1.25419890e-01   2.60045491e-01  -1.35024518e-01   6.84853048e-02
   -6.27373456e-01  -4.08092813e-02  -1.12545962e-01   1.32254012e-01
   -1.29164529e-01   1.83324338e-01]
 [  2.11781954e-02   1.94676488e-01  -1.67757176e-02   4.70353778e-02
    7.14132057e-02  -8.70491040e-03   2.76826699e-01   4.14219054e-02
    1.44050871e-01  -1.81851222e-02]
 [  2.35586300e-01   4.91168233e-01   5.27033031e-02   2.06825315e-01
   -2.67576789e-01  -9.94160905e-02  -6.91152554e-01  -3.37920528e-02
    1.58979143e-01   4.66682792e-01]
 [ -6.90353358e-02  -4.52946809e-01  -2.68053496e-01  -7.35751719e-02
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   -3.09890362e-02  -4.28684803e-02]
 [ -2.60916594e-03   2.19446232e-01  -1.48635432e-01   4.76582777e-02
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   -2.03849683e-01   6.83810288e-02]
 [ -3.59891680e-01  -2.70614206e-01  -2.93142277e-01   1.19828063e-01
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   -2.97456591e-02   1.61364536e-02]
 [  4.33475163e-03  -8.47501502e-02   1.55481418e-02   1.15885913e-01
   -2.19674613e-01  -7.86108449e-02   1.12557382e-01  -1.88372457e-01
    1.88991400e-01   7.11704666e-02]
 [  1.27992257e-01  -1.19950779e-01   3.80159338e-02  -4.97616191e-02
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    7.44184358e-02   2.36113754e-02]
 [ -1.50909382e-01  -1.30519539e-03  -2.99691114e-01   8.42410182e-03
   -1.39359695e-01   6.43313723e-02  -3.06971977e-01  -2.40410809e-02
    2.83495923e-01  -8.64824626e-02]
 [  3.36600696e-02  -1.87191372e-01   7.29351841e-02  -7.36088750e-03
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   -4.58922341e-02   1.36846465e-01]
 [ -6.81740747e-02   1.62379368e-01   3.40613361e-03  -1.48026448e-01
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[[ 0.2492994 ]
 [ 0.79495495]
 [ 0.16445451]
 [ 0.30115428]
 [-1.24075758]
 [-0.21563872]
 [-0.85133482]
 [-0.04368069]
 [ 0.19524021]
 [ 0.45107132]]
Progress: 4.8% ... Training loss: 0.583 ... Validation loss: 0.951[[  1.23917333e-01   2.55008366e-01  -1.35945178e-01   6.66540809e-02
   -6.19083073e-01  -3.95722560e-02  -1.07200867e-01   1.32502665e-01
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 [  2.33412307e-01   4.84893164e-01   5.12168230e-02   2.04000400e-01
   -2.56032536e-01  -9.76063716e-02  -6.84418954e-01  -3.33978520e-02
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   -3.14792504e-02  -4.39788840e-02]
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 [  1.53601467e-01  -1.16220471e-01  -1.36984701e-01   2.20140072e-04
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 [ -9.95795895e-02   1.09963467e-02   1.22586992e-01   1.19027522e-01
   -6.40341939e-02  -1.12639106e-01   2.06193944e-01  -7.60317335e-02
    1.89849608e-01   8.53754163e-03]
 [  2.00954426e-02  -9.33249574e-02   2.15112402e-01  -2.22967760e-01
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[[ 0.23273521]
 [ 0.77947653]
 [ 0.14868222]
 [ 0.28678288]
 [-1.25624357]
 [-0.22847863]
 [-0.86420289]
 [-0.0583242 ]
 [ 0.17880092]
 [ 0.43127199]]
Progress: 4.8% ... Training loss: 0.585 ... Validation loss: 0.993[[  1.24530268e-01   2.56061498e-01  -1.35565852e-01   6.73466911e-02
   -6.21039131e-01  -4.01887680e-02  -1.08603742e-01   1.32324203e-01
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   -2.58230636e-01  -9.82150955e-02  -6.86148337e-01  -3.35919746e-02
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   -3.02372240e-02  -4.10464797e-02]
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   -2.91000414e-02   1.74345432e-02]
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   -1.10473209e-01  -1.16520904e-01]
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   -7.66717745e-02  -8.63659702e-02]
 [  1.53419405e-01  -1.16845928e-01  -1.37117978e-01  -5.25217827e-05
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 [ -1.32223401e-01   1.60364970e-01   2.49888144e-01  -4.50444158e-02
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   -1.41347938e-01  -7.47839969e-02]
 [ -3.32653857e-01   1.93946498e-01   2.02842480e-02  -8.33298947e-04
   -6.26196252e-03  -1.82187487e-01  -1.47659455e-01   2.33739597e-01
   -7.91247904e-02   1.24316025e-01]
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   -1.52094090e-02  -1.96027309e-01]
 [  2.15327909e-01  -1.05702457e-01   6.30047393e-02  -1.54567065e-02
   -2.96980638e-02  -3.21772663e-02  -6.41120983e-02  -1.36695836e-01
    1.13216534e-01  -1.64012246e-01]
 [ -9.89801913e-02   1.25309174e-02   1.22959085e-01   1.19688166e-01
   -6.59271712e-02  -1.13199275e-01   2.04740044e-01  -7.61850770e-02
    1.90268635e-01   9.40181224e-03]
 [  2.03166272e-02  -9.27118055e-02   2.15252785e-01  -2.22692866e-01
    6.88571073e-02   1.10855596e-01  -3.00891194e-02  -1.10403981e-01
    3.15061289e-02   2.63593734e-01]]
[[ 0.24415654]
 [ 0.79126095]
 [ 0.15989507]
 [ 0.29923962]
 [-1.24787321]
 [-0.21779292]
 [-0.855653  ]
 [-0.04756823]
 [ 0.19464835]
 [ 0.4450161 ]]
Progress: 4.9% ... Training loss: 0.579 ... Validation loss: 0.957[[  1.23037044e-01   2.51506999e-01  -1.36533760e-01   6.55680163e-02
   -6.13621653e-01  -3.88886780e-02  -1.03031114e-01   1.32601558e-01
   -1.30924090e-01   1.78715057e-01]
 [  2.15731839e-02   1.95584576e-01  -1.65263142e-02   4.75182399e-02
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    1.44355607e-01  -1.75427979e-02]
 [  2.33491657e-01   4.85215880e-01   5.12288272e-02   2.03900986e-01
   -2.54822639e-01  -9.75769738e-02  -6.83666812e-01  -3.34429703e-02
    1.57171988e-01   4.63015459e-01]
 [ -6.83456319e-02  -4.52774292e-01  -2.67712155e-01  -7.26241549e-02
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   -3.05079994e-02  -4.15632979e-02]
 [ -3.56086639e-03   2.17339828e-01  -1.49217495e-01   4.65006476e-02
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   -2.04634565e-01   6.65926461e-02]
 [ -3.59777292e-01  -2.70825752e-01  -2.93035530e-01   1.20056018e-01
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   -2.95956790e-02   1.62645371e-02]
 [  1.36240447e-03  -9.39413645e-02   1.36402371e-02   1.12232135e-01
   -2.04966948e-01  -7.60398570e-02   1.23377397e-01  -1.87805616e-01
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   -1.48107818e-01   6.26422446e-02  -3.12992243e-01  -2.44552181e-02
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   -4.80773152e-02   1.31675671e-01]
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   -1.45952114e-02  -1.05868677e-01]
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   -1.10702571e-01  -1.17018010e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.04968929e-01  -9.10815348e-02   1.23788086e-01   2.78907251e-01
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   -2.01531447e-01   2.35041047e-02]
 [  1.07416769e-01  -4.26176665e-02  -2.32104020e-02   9.85086881e-02
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 [  1.45444107e-02  -7.81472331e-02  -2.21652050e-01   1.16622693e-01
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   -1.21095097e-01  -3.46531860e-02]
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   -3.97474251e-02   1.38656930e-01   1.71533872e-02  -2.50122195e-01
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 [ -7.63738904e-02  -3.98878016e-02   2.73940124e-01   9.41055865e-02
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 [  7.97549533e-02   9.41369057e-02   1.02687224e-01   1.30604787e-01
   -8.90811601e-02  -4.26421608e-02   1.53795798e-01   1.17397057e-01
   -9.42135325e-03  -1.05921895e-02]
 [  1.75613237e-02  -1.03131200e-01  -2.83433056e-01  -3.06949549e-02
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    1.17185271e-01  -6.45378577e-03]
 [  5.43026778e-02   4.72588808e-02  -1.19116431e-01   4.26287063e-02
   -1.12437316e-01   3.26651513e-01   2.15490038e-01   2.05918274e-01
   -1.69316532e-01  -4.38531472e-02]
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   -8.77360776e-03   1.15897561e-01  -2.12061946e-01  -3.62598284e-02
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 [  5.19392693e-02   1.76545837e-01  -3.26906043e-02  -1.29190796e-02
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   -9.54018431e-02  -2.37448770e-01]
 [  8.04663164e-02  -6.58574052e-02   1.99545080e-02   6.27295050e-02
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 [  9.46437268e-02  -1.51149716e-01  -2.32406546e-04   8.83649820e-03
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   -2.74407111e-01  -7.95157068e-02]
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 [ -6.54837944e-02   9.97985590e-02   3.17281947e-01  -5.52035219e-02
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   -1.14041760e-01   1.75404287e-01]
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 [  7.57531078e-02   1.26165304e-01   1.44252983e-01  -1.44057394e-01
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 [  2.43902616e-01   2.03633456e-02  -1.36972737e-01   1.73302500e-01
   -4.89084951e-01  -2.18415498e-01  -1.43413193e-01   1.85031773e-01
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 [  3.94001272e-02   1.22223081e-01   2.47539134e-01   2.40175692e-01
   -1.27899043e-02  -1.86299764e-01  -1.41802202e-01  -1.30334696e-01
   -1.47152576e-01  -2.98893250e-01]
 [  5.16157985e-02   2.56395750e-02  -1.03465379e-01  -1.42361238e-02
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 [ -1.08375733e-02  -8.40205877e-02  -7.09673767e-02  -6.67087107e-02
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 [  2.90425146e-03  -1.11838088e-02   2.33002409e-01   3.75323154e-02
   -1.09280244e-01  -1.16775279e-01   1.98420381e-01   4.02769113e-02
   -2.14074664e-01   7.45989822e-02]
 [  3.78114695e-02  -6.44192996e-02   9.26548628e-02  -4.08483795e-02
   -8.65114359e-02   8.96498300e-02   1.70239709e-01  -2.71329900e-01
   -5.39411760e-02  -1.36292184e-01]
 [ -3.62507650e-02   1.07494163e-02   7.34705786e-02  -6.60748772e-02
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   -4.85080561e-02   1.44408520e-01]
 [  2.28992620e-01   7.07884856e-02   3.36278208e-02   9.28632488e-02
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   -4.50610509e-02  -1.76060481e-03]
 [ -3.33198168e-02  -2.22210236e-01  -2.05136795e-02  -6.69786382e-02
   -6.88408087e-02  -7.67609123e-02   5.90597928e-03   4.29601038e-02
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   -3.17219899e-01  -1.98658278e-01  -2.20511901e-01  -6.74122185e-02
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 [  1.70434583e-02   1.64120030e-01  -2.36562470e-02   1.91689497e-01
   -1.13628577e-01   2.25616481e-02  -4.00923346e-02   1.57549390e-01
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 [  1.92516907e-01   1.12173221e-01   2.08269589e-01   3.82532255e-02
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 [ -1.06321546e-01   1.24689950e-01   2.24551895e-01  -3.37109015e-02
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   -7.13936031e-02  -1.80153044e-03]
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   -2.85208063e-01  -1.06148167e-01]
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   -1.64166203e-01   9.77053529e-02]
 [  9.25467651e-02  -1.30577269e-01  -8.51051067e-02  -4.55612111e-02
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   -7.70937279e-02  -8.73130992e-02]
 [  1.53503957e-01  -1.16582406e-01  -1.37036164e-01   5.95372925e-05
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 [ -1.32481908e-01   1.59532314e-01   2.49706429e-01  -4.53904651e-02
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   -1.41579382e-01  -7.52145108e-02]
 [ -3.33684306e-01   1.91065664e-01   1.96433267e-02  -2.04023497e-03
   -1.73137985e-03  -1.81333516e-01  -1.44352574e-01   2.33935771e-01
   -7.99396597e-02   1.22587872e-01]
 [  1.42388811e-01   1.26300376e-01  -2.44122263e-01  -1.06100736e-01
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   -1.52200724e-02  -1.96050563e-01]
 [  2.15195927e-01  -1.06178143e-01   6.29076036e-02  -1.56446775e-02
   -2.86914848e-02  -3.20474139e-02  -6.34953777e-02  -1.36667369e-01
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 [ -9.92995608e-02   1.15720554e-02   1.22749653e-01   1.19313811e-01
   -6.45110621e-02  -1.12923076e-01   2.05751705e-01  -7.61230101e-02
    1.90031167e-01   8.89898779e-03]
 [  1.97636253e-02  -9.45433706e-02   2.14904130e-01  -2.23340439e-01
    7.18686902e-02   1.11340946e-01  -2.79124899e-02  -1.10301309e-01
    3.10881512e-02   2.62521208e-01]]
[[ 0.22758593]
 [ 0.77361243]
 [ 0.14102476]
 [ 0.27953008]
 [-1.2677175 ]
 [-0.23526907]
 [-0.87491078]
 [-0.06588002]
 [ 0.17968499]
 [ 0.42186731]]
Progress: 5.0% ... Training loss: 0.589 ... Validation loss: 1.012[[  1.23459147e-01   2.52041072e-01  -1.36263209e-01   6.60276622e-02
   -6.14760854e-01  -3.92588674e-02  -1.03628449e-01   1.32483194e-01
   -1.30565129e-01   1.79329828e-01]
 [  2.15878239e-02   1.95632662e-01  -1.65162716e-02   4.75380611e-02
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    1.44368300e-01  -1.75140204e-02]
 [  2.33379497e-01   4.85267934e-01   5.11711062e-02   2.03674334e-01
   -2.53205958e-01  -9.73086066e-02  -6.82602570e-01  -3.34096804e-02
    1.57043176e-01   4.62785485e-01]
 [ -6.73723335e-02  -4.50162786e-01  -2.67083467e-01  -7.12476264e-02
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   -2.96861906e-02  -3.95215157e-02]
 [ -3.72654124e-03   2.17576073e-01  -1.49295224e-01   4.63291541e-02
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   -2.04690842e-01   6.59796826e-02]
 [ -3.59026401e-01  -2.68714942e-01  -2.92547232e-01   1.21033686e-01
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   -2.89610002e-02   1.75848368e-02]
 [  1.59211632e-03  -9.32591172e-02   1.37515875e-02   1.12518186e-01
   -2.05894242e-01  -7.62761156e-02   1.22688966e-01  -1.87874477e-01
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    7.29962132e-02   2.01368635e-02]
 [ -1.48103680e-01   7.10913810e-03  -2.97954593e-01   1.18765071e-02
   -1.53579875e-01   6.16090921e-02  -3.16467856e-01  -2.47450216e-02
    2.85617060e-01  -8.16134387e-02]
 [  3.19085498e-02  -1.93461009e-01   7.17917623e-02  -9.61707056e-03
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   -4.72066353e-02   1.33536558e-01]
 [ -6.67973283e-02   1.65981969e-01   4.22979349e-03  -1.46223807e-01
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[[ 0.24316894]
 [ 0.7891604 ]
 [ 0.15417735]
 [ 0.29720788]
 [-1.25302306]
 [-0.22033046]
 [-0.86151138]
 [-0.05221569]
 [ 0.19793879]
 [ 0.43888283]]
Progress: 5.0% ... Training loss: 0.577 ... Validation loss: 0.961[[  1.24137367e-01   2.53869030e-01  -1.35800630e-01   6.67828430e-02
   -6.16874513e-01  -3.99109811e-02  -1.05080074e-01   1.32331916e-01
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   -9.61970409e-02  -2.39202207e-01]
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   -5.38638025e-02  -1.36222549e-01]
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 [ -9.93162691e-02   1.15058168e-02   1.22768425e-01   1.19250893e-01
   -6.40039224e-02  -1.12887807e-01   2.06103295e-01  -7.60831646e-02
    1.90049451e-01   8.77575389e-03]
 [  2.03223082e-02  -9.30117095e-02   2.15253158e-01  -2.22671263e-01
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[[ 0.24159442]
 [ 0.79004108]
 [ 0.15251714]
 [ 0.29716622]
 [-1.26095224]
 [-0.22217328]
 [-0.86849121]
 [-0.05526938]
 [ 0.19739999]
 [ 0.43901543]]
Progress: 5.0% ... Training loss: 0.576 ... Validation loss: 0.963[[  1.23908560e-01   2.52596822e-01  -1.36056260e-01   6.61963248e-02
   -6.13528845e-01  -3.96110535e-02  -1.03110173e-01   1.32407486e-01
   -1.30263066e-01   1.79217812e-01]
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 [  2.32505454e-01   4.83101975e-01   5.05614031e-02   2.02225403e-01
   -2.47417225e-01  -9.64778614e-02  -6.79487520e-01  -3.31774399e-02
    1.56219171e-01   4.60782092e-01]
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   -2.97299585e-02  -3.96517845e-02]
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   -2.84656478e-02   1.83927983e-02]
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   -1.11256906e-01  -1.18266529e-01]
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   -1.20340345e-01  -3.32513414e-02]
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 [  9.30396985e-02  -1.56228880e-01  -1.28871640e-03   6.78516613e-03
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 [  2.45068912e-01   2.43062236e-02  -1.36213845e-01   1.74762745e-01
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   -7.77933857e-02  -8.88559475e-02]
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   -1.40670279e-01  -7.33386781e-02]
 [ -3.34835750e-01   1.87342206e-01   1.89314951e-02  -3.45184241e-03
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   -8.08362277e-02   1.20634502e-01]
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   -1.48060003e-02  -1.94982075e-01]
 [  2.14043945e-01  -1.09798931e-01   6.21530290e-02  -1.71296412e-02
   -2.25937874e-02  -3.10436061e-02  -5.87857352e-02  -1.36424041e-01
    1.12142590e-01  -1.66554343e-01]
 [ -9.88217839e-02   1.31290132e-02   1.23100715e-01   1.19809312e-01
   -6.58560811e-02  -1.13356620e-01   2.04362119e-01  -7.61980373e-02
    1.90451186e-01   9.57423598e-03]
 [  2.06071364e-02  -9.22258737e-02   2.15416992e-01  -2.22353952e-01
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    3.17750880e-02   2.63804577e-01]]
[[ 0.23245578]
 [ 0.78355256]
 [ 0.14482731]
 [ 0.29305871]
 [-1.26990198]
 [-0.2274071 ]
 [-0.87419408]
 [-0.06334737]
 [ 0.19253902]
 [ 0.43168409]]
Progress: 5.1% ... Training loss: 0.578 ... Validation loss: 0.981[[  1.23705835e-01   2.51447346e-01  -1.36313053e-01   6.58479252e-02
   -6.11957411e-01  -3.93325724e-02  -1.01804549e-01   1.32465217e-01
   -1.30528999e-01   1.78746519e-01]
 [  2.15380946e-02   1.95478523e-01  -1.65563977e-02   4.74611336e-02
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    1.44329700e-01  -1.76181681e-02]
 [  2.32593947e-01   4.83671524e-01   5.04789635e-02   2.02014961e-01
   -2.46497400e-01  -9.63057474e-02  -6.79590329e-01  -3.31587635e-02
    1.56104621e-01   4.61013054e-01]
 [ -6.63475261e-02  -4.46499094e-01  -2.66247181e-01  -6.93818577e-02
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   -2.86108824e-02  -3.71475187e-02]
 [ -2.96056382e-03   2.20011536e-01  -1.48706361e-01   4.73115141e-02
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   -2.03862353e-01   6.67517454e-02]
 [ -3.58135598e-01  -2.66749187e-01  -2.92012210e-01   1.22120740e-01
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   -2.81738394e-02   1.89440144e-02]
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   -4.71544025e-02   1.33118019e-01]
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   -1.39224940e-02  -1.04333489e-01]
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   -1.11216202e-01  -1.18164036e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.04422213e-01  -8.97061378e-02   1.24160793e-01   2.79704438e-01
   -1.69818485e-01  -8.57373465e-02  -1.65740648e-01  -2.54392871e-01
   -2.01024205e-01   2.46095520e-02]
 [  1.07562753e-01  -4.27170256e-02  -2.31317513e-02   9.86857598e-02
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 [  1.53127695e-02  -7.60862165e-02  -2.21211287e-01   1.17466420e-01
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   -1.20485011e-01  -3.36413463e-02]
 [ -1.30227679e-01  -5.31683016e-02  -2.07962093e-01   1.46552171e-01
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 [ -7.64775285e-02  -4.04438038e-02   2.73869173e-01   9.39441240e-02
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 [  7.87838313e-02   9.08938951e-02   1.01993602e-01   1.29292484e-01
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   -1.02870309e-02  -1.21791673e-02]
 [  1.64951125e-02  -1.06347182e-01  -2.84153105e-01  -3.21338324e-02
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 [  5.36354234e-02   4.44460943e-02  -1.19500520e-01   4.17062814e-02
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 [  5.02587571e-02   1.71021126e-01  -3.37966046e-02  -1.50822670e-02
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   -9.68060612e-02  -2.40549538e-01]
 [  7.96503234e-02  -6.86293813e-02   1.94154574e-02   6.16553809e-02
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 [  9.29482244e-02  -1.56550376e-01  -1.34478153e-03   6.66847012e-03
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   -2.75826302e-01  -8.26735795e-02]
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   -1.15038679e-01   1.73207099e-01]
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 [  7.64833397e-02   1.28283105e-01   1.44712019e-01  -1.43093293e-01
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 [  2.45942803e-01   2.71413061e-02  -1.35727634e-01   1.75901520e-01
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 [  4.02138542e-02   1.24814022e-01   2.48093572e-01   2.41226602e-01
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   -1.46463058e-01  -2.97423668e-01]
 [  5.15981005e-02   2.61134953e-02  -1.03487775e-01  -1.42246010e-02
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 [  3.03567148e-03  -1.06744863e-02   2.33095211e-01   3.77251160e-02
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   -2.13948144e-01   7.49189081e-02]
 [  3.77688999e-02  -6.44035077e-02   9.26580542e-02  -4.08599465e-02
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   -5.39425879e-02  -1.36405202e-01]
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   -4.91223696e-02   1.43200504e-01]
 [  2.29233370e-01   7.18388409e-02   3.37473299e-02   9.30467018e-02
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   -4.49519903e-02  -1.34978271e-03]
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   -7.09553397e-02  -8.73202678e-04]
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   -1.65056524e-01   9.59254930e-02]
 [  9.14000231e-02  -1.34553176e-01  -8.58589467e-02  -4.70449368e-02
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 [  1.53963963e-01  -1.15636477e-01  -1.36778485e-01   5.70939596e-04
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   -1.40183047e-01  -7.23276766e-02]
 [ -3.34902574e-01   1.86474201e-01   1.88609463e-02  -3.61402672e-03
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   -8.09257611e-02   1.20324720e-01]
 [  1.43614718e-01   1.30249268e-01  -2.43496370e-01  -1.04606586e-01
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   -1.43167351e-02  -1.93793738e-01]
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   -6.43840328e-02  -1.13058801e-01   2.05812795e-01  -7.61180450e-02
    1.90182431e-01   8.87844544e-03]
 [  2.01930577e-02  -9.37529302e-02   2.15128034e-01  -2.22926876e-01
    7.03351169e-02   1.11037599e-01  -2.88952189e-02  -1.10392612e-01
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[[ 0.23837854]
 [ 0.78995584]
 [ 0.14765601]
 [ 0.29979828]
 [-1.26831682]
 [-0.22490708]
 [-0.87262667]
 [-0.05869595]
 [ 0.20117855]
 [ 0.43537036]]
Progress: 5.2% ... Training loss: 0.574 ... Validation loss: 0.965[[  1.25961153e-01   2.57742942e-01  -1.34933871e-01   6.86793708e-02
   -6.20675308e-01  -4.13374430e-02  -1.08792432e-01   1.31921581e-01
   -1.28615030e-01   1.82613996e-01]
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    1.44329700e-01  -1.76181681e-02]
 [  2.32176446e-01   4.82732284e-01   5.02108328e-02   2.01431245e-01
   -2.42562593e-01  -9.58021589e-02  -6.77251251e-01  -3.30384164e-02
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   -2.90202304e-02  -3.79507541e-02]
 [ -1.56584001e-03   2.23616172e-01  -1.47911270e-01   4.90281444e-02
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   -2.02679537e-01   6.91591087e-02]
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   -2.77104953e-02   1.98590613e-02]
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   -4.61685569e-02   1.34889326e-01]
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[[ 0.25586856]
 [ 0.81197461]
 [ 0.16294598]
 [ 0.31979867]
 [-1.26219573]
 [-0.21149281]
 [-0.85995486]
 [-0.04212313]
 [ 0.22021437]
 [ 0.45513247]]
Progress: 5.2% ... Training loss: 0.571 ... Validation loss: 0.920[[  1.25265464e-01   2.55131316e-01  -1.35436547e-01   6.76907318e-02
   -6.16589899e-01  -4.07286908e-02  -1.05984377e-01   1.32047372e-01
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 [  1.53165028e-01  -1.18334316e-01  -1.37261856e-01  -4.86643623e-04
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 [ -3.35366795e-01   1.85414828e-01   1.85403130e-02  -4.17502610e-03
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 [ -9.86855576e-02   1.33189089e-02   1.23137005e-01   1.19930734e-01
   -6.54160225e-02  -1.13504820e-01   2.04715684e-01  -7.62560884e-02
    1.90518893e-01   9.62833823e-03]
 [  2.05072755e-02  -9.36427701e-02   2.15276451e-01  -2.22533118e-01
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[[ 0.22801928]
 [ 0.78666339]
 [ 0.13537405]
 [ 0.29366046]
 [-1.2873579 ]
 [-0.23183668]
 [-0.88018066]
 [-0.06587254]
 [ 0.19414382]
 [ 0.42442298]]
Progress: 5.2% ... Training loss: 0.578 ... Validation loss: 0.985[[  1.26091768e-01   2.57299804e-01  -1.34921611e-01   6.87229655e-02
   -6.19472992e-01  -4.15423964e-02  -1.07621535e-01   1.31809254e-01
   -1.28565955e-01   1.82466521e-01]
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 [  2.29650358e-01   4.75808872e-01   4.85606161e-02   1.97902996e-01
   -2.28096448e-01  -9.35708210e-02  -6.69716650e-01  -3.25658048e-02
    1.53339431e-01   4.55853093e-01]
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   -2.81884664e-02  -3.59580701e-02]
 [ -8.60919102e-04   2.26063187e-01  -1.47472418e-01   4.98391802e-02
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   -2.71707551e-02   2.07126705e-02]
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   -1.11440147e-01  -1.18601494e-01]
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   -9.75232637e-02  -2.42049595e-01]
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 [  9.15833170e-02  -1.61175218e-01  -2.18797557e-03   4.91946197e-03
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 [  4.04900774e-02   1.25506487e-01   2.48289306e-01   2.41614055e-01
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   -4.86389214e-02   1.43935165e-01]
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   -7.88776339e-02  -9.11534582e-02]
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 [ -1.30369810e-01   1.65601092e-01   2.51055984e-01  -4.27866596e-02
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   -1.39780832e-01  -7.17928643e-02]
 [ -3.35242299e-01   1.85671101e-01   1.86179891e-02  -4.01871113e-03
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   -8.12194195e-02   1.19744015e-01]
 [  1.44049946e-01   1.31165950e-01  -2.43259397e-01  -1.04074668e-01
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   -1.39571189e-02  -1.93064681e-01]
 [  2.13366356e-01  -1.11977967e-01   6.16636144e-02  -1.80283100e-02
   -1.96477295e-02  -3.04838173e-02  -5.68435945e-02  -1.36322530e-01
    1.11465342e-01  -1.67819671e-01]
 [ -9.87955541e-02   1.28148201e-02   1.23074422e-01   1.19814424e-01
   -6.51332368e-02  -1.13429499e-01   2.05183063e-01  -7.62305796e-02
    1.90437682e-01   9.45626472e-03]
 [  2.09214225e-02  -9.24268781e-02   2.15525925e-01  -2.21985094e-01
    6.79703680e-02   1.10359854e-01  -3.06084874e-02  -1.10597548e-01
    3.20140795e-02   2.64211322e-01]]
[[ 0.24013769]
 [ 0.79879166]
 [ 0.14566922]
 [ 0.30682666]
 [-1.28038823]
 [-0.21971491]
 [-0.8718349 ]
 [-0.05470149]
 [ 0.20727977]
 [ 0.43675237]]
Progress: 5.3% ... Training loss: 0.569 ... Validation loss: 0.950[[  1.26574134e-01   2.57311202e-01  -1.34604259e-01   6.92068426e-02
   -6.19417575e-01  -4.19049652e-02  -1.07486859e-01   1.31696518e-01
   -1.28046431e-01   1.82446339e-01]
 [  2.17015936e-02   1.95791069e-01  -1.64286380e-02   4.77051011e-02
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    1.44516524e-01  -1.74168414e-02]
 [  2.31110777e-01   4.79014917e-01   4.94038379e-02   1.99374166e-01
   -2.32270407e-01  -9.45452099e-02  -6.72198697e-01  -3.28631982e-02
    1.54510869e-01   4.57179629e-01]
 [ -6.78833199e-02  -4.50099512e-01  -2.67073764e-01  -7.08365050e-02
    4.09473704e-01   2.00456228e-01   3.26510354e-01   5.77366630e-02
   -2.97565696e-02  -3.84875565e-02]
 [  7.65169732e-04   2.29923800e-01  -1.46520087e-01   5.17906423e-02
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   -2.00646980e-01   7.22022921e-02]
 [ -3.57237075e-01  -2.64785369e-01  -2.91438340e-01   1.23368012e-01
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   -2.73148882e-02   2.02752797e-02]
 [  5.73021325e-04  -9.84208004e-02   1.29789395e-02   1.10975586e-01
   -1.95375088e-01  -7.54001315e-02   1.28326759e-01  -1.87741791e-01
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   -1.64656958e-01   5.94473404e-02  -3.23729461e-01  -2.53400372e-02
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   -1.25312652e-02  -1.01729355e-01]
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   -1.11827096e-01  -1.19372644e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.04283763e-01  -8.97040127e-02   1.24268692e-01   2.80021187e-01
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   -2.00832521e-01   2.47751800e-02]
 [  1.07732087e-01  -4.22949624e-02  -2.30276552e-02   9.89186223e-02
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 [  1.65337907e-02  -7.28047481e-02  -2.20517903e-01   1.18963796e-01
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   -1.19420705e-01  -3.16566671e-02]
 [ -1.29385127e-01  -5.15005383e-02  -2.07426121e-01   1.47551877e-01
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 [ -7.69524073e-02  -4.20966438e-02   2.73577901e-01   9.33681811e-02
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 [  7.72463393e-02   8.53455344e-02   1.00973799e-01   1.27151884e-01
   -7.43509075e-02  -4.01327949e-02   1.63038105e-01   1.17962306e-01
   -1.17060236e-02  -1.53175072e-02]
 [  1.58034548e-02  -1.08890474e-01  -2.84633685e-01  -3.30910806e-02
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 [  5.27010023e-02   4.17581994e-02  -1.20091628e-01   4.05210976e-02
   -1.02471723e-01   3.28106554e-01   2.21878212e-01   2.06272710e-01
   -1.70686169e-01  -4.66922981e-02]
 [  4.61295977e-03  -2.17231321e-02   1.18442736e-01   1.04611332e-01
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 [  4.93174809e-02   1.67876412e-01  -3.44000745e-02  -1.63635762e-02
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   -9.76562749e-02  -2.42323604e-01]
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 [  9.13343159e-02  -1.61979219e-01  -2.33884229e-03   4.59735842e-03
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   -2.77211336e-01  -8.55809915e-02]
 [ -6.26635614e-02  -2.75563531e-01   4.33411349e-02  -5.58535876e-02
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 [ -6.84833175e-02   9.00837178e-02   3.15412946e-01  -5.90321634e-02
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   -1.16567795e-01   1.70157214e-01]
 [ -5.67168009e-02  -1.08072162e-02  -1.45858079e-01  -2.46356887e-03
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 [  7.78995566e-02   1.32685906e-01   1.45610281e-01  -1.41254722e-01
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 [  2.48633851e-01   3.54422880e-02  -1.34123333e-01   1.79446172e-01
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 [  4.07694871e-02   1.26406804e-01   2.48460262e-01   2.41972542e-01
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   -1.45969265e-01  -2.96428404e-01]
 [  5.11093995e-02   2.48265028e-02  -1.03829949e-01  -1.49098839e-02
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 [  2.92148081e-03  -1.09417493e-02   2.33026504e-01   3.75728001e-02
   -1.09773078e-01  -1.16812059e-01   1.98031884e-01   4.02504613e-02
   -2.14096808e-01   7.47817715e-02]
 [  3.77149043e-02  -6.46506400e-02   9.25760087e-02  -4.09304003e-02
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   -5.39981357e-02  -1.36503143e-01]
 [ -3.62676719e-02   1.05150470e-02   7.34318635e-02  -6.61716207e-02
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   -4.84921580e-02   1.44060216e-01]
 [  2.29315133e-01   7.22869058e-02   3.37783127e-02   9.31650147e-02
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   -4.49009969e-02  -1.27421943e-03]
 [ -3.09795418e-02  -2.15398556e-01  -1.91186493e-02  -6.40117157e-02
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   -7.05356649e-02  -2.65922300e-05]
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   -2.85114522e-01  -1.06039847e-01]
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   -1.65429703e-01   9.51654562e-02]
 [  9.02113979e-02  -1.38677030e-01  -8.66223017e-02  -4.86404312e-02
   -4.95954194e-03  -2.16132976e-02  -7.44209806e-02   1.51452744e-01
   -7.91309860e-02  -9.16851761e-02]
 [  1.53371503e-01  -1.18114910e-01  -1.37135202e-01  -2.27988169e-04
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 [ -1.30109521e-01   1.66160759e-01   2.51220462e-01  -4.24918202e-02
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   -1.39547628e-01  -7.13522660e-02]
 [ -3.35269418e-01   1.85257424e-01   1.86267630e-02  -3.96660625e-03
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   -8.11553324e-02   1.19466865e-01]
 [  1.43711524e-01   1.29988634e-01  -2.43484578e-01  -1.04564631e-01
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   -1.42749954e-02  -1.93766576e-01]
 [  2.13530417e-01  -1.11553753e-01   6.17533908e-02  -1.78063984e-02
   -2.04830860e-02  -3.06413146e-02  -5.74497850e-02  -1.36362430e-01
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   -6.60386671e-02  -1.13766202e-01   2.03922960e-01  -7.63353597e-02
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 [  2.07881383e-02  -9.30304468e-02   2.15445188e-01  -2.22131112e-01
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[[ 0.24659557]
 [ 0.81355698]
 [ 0.15173922]
 [ 0.31601251]
 [-1.28651433]
 [-0.21933748]
 [-0.87680043]
 [-0.05196379]
 [ 0.2141463 ]
 [ 0.44573158]]
Progress: 5.3% ... Training loss: 0.565 ... Validation loss: 0.934[[  1.27593067e-01   2.60365807e-01  -1.33903998e-01   7.06263610e-02
   -6.22822616e-01  -4.28702256e-02  -1.10983769e-01   1.31454956e-01
   -1.26993873e-01   1.84329016e-01]
 [  2.16258283e-02   1.95516027e-01  -1.64743581e-02   4.75980950e-02
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    1.44442884e-01  -1.75403770e-02]
 [  2.31098131e-01   4.79909305e-01   4.94229963e-02   1.99366547e-01
   -2.30543402e-01  -9.46051656e-02  -6.73007785e-01  -3.28708444e-02
    1.54592002e-01   4.57466108e-01]
 [ -6.71038689e-02  -4.48245936e-01  -2.66543565e-01  -6.95940019e-02
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   -2.92007153e-02  -3.67719350e-02]
 [ -7.44316369e-04   2.26591579e-01  -1.47463455e-01   4.97458534e-02
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   -2.01859316e-01   6.96087473e-02]
 [ -3.57537495e-01  -2.65850139e-01  -2.91609229e-01   1.22986858e-01
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   -2.75310377e-02   1.96853756e-02]
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   -1.98977542e-01  -7.62593309e-02   1.25448501e-01  -1.87963953e-01
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    7.01438012e-02   1.40044729e-02]
 [ -1.45885854e-01   1.31416248e-02  -2.96633313e-01   1.47126823e-02
   -1.63812148e-01   5.96079505e-02  -3.23059095e-01  -2.52984760e-02
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 [  3.16795244e-02  -1.99250966e-01   7.13314008e-02  -1.09085671e-02
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[[ 0.25134799]
 [ 0.81422876]
 [ 0.15177592]
 [ 0.31909417]
 [-1.29637995]
 [-0.21763264]
 [-0.87669335]
 [-0.05060856]
 [ 0.21790468]
 [ 0.44551525]]
Progress: 5.4% ... Training loss: 0.563 ... Validation loss: 0.929[[  1.27856642e-01   2.61096884e-01  -1.33669623e-01   7.09804221e-02
   -6.23818342e-01  -4.31683125e-02  -1.10590621e-01   1.31378834e-01
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   -1.39267164e-01  -7.11474612e-02]
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 [ -9.73685301e-02   1.63281110e-02   1.23921056e-01   1.21581943e-01
   -7.03556142e-02  -1.14636097e-01   2.01033647e-01  -7.65387474e-02
    1.91628156e-01   1.16995172e-02]
 [  2.05571197e-02  -9.38826099e-02   2.15317123e-01  -2.22418153e-01
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[[ 0.25660954]
 [ 0.81913794]
 [ 0.1547138 ]
 [ 0.32645061]
 [-1.29299132]
 [-0.20993223]
 [-0.8743964 ]
 [-0.04218537]
 [ 0.22734913]
 [ 0.45148475]]
Progress: 5.5% ... Training loss: 0.562 ... Validation loss: 0.914[[  1.28270707e-01   2.61061156e-01  -1.33438113e-01   7.13664909e-02
   -6.23368721e-01  -4.34196834e-02  -1.10641065e-01   1.31323640e-01
   -1.26313468e-01   1.84555336e-01]
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    1.44252810e-01  -1.79016107e-02]
 [  2.31703734e-01   4.81293673e-01   4.98098052e-02   1.99947912e-01
   -2.31455040e-01  -9.50686539e-02  -6.73095188e-01  -3.29622559e-02
    1.55099082e-01   4.57723368e-01]
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   -2.97760690e-02  -3.66209791e-02]
 [  3.89912440e-04   2.29221340e-01  -1.46691350e-01   5.12355862e-02
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   -2.00611011e-01   7.11514235e-02]
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   -2.82727186e-02   1.79887798e-02]
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   -1.11826970e-01  -1.19377644e-01]
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   -9.85132844e-02  -2.44011134e-01]
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 [  9.06205789e-02  -1.64323042e-01  -2.75690692e-03   3.68771923e-03
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 [  2.50278111e-01   4.04395305e-02  -1.33148392e-01   1.81682703e-01
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 [  4.09141333e-02   1.26850342e-01   2.48551120e-01   2.42152953e-01
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   -6.20208430e-03   9.55159687e-02  -2.05458529e-02   1.02502580e-01
   -1.66294447e-01   9.34865281e-02]
 [  8.93391972e-02  -1.41357862e-01  -8.71696225e-02  -4.98019467e-02
   -6.39497698e-04  -2.08392935e-02  -7.14905680e-02   1.51623574e-01
   -7.99245452e-02  -9.32184709e-02]
 [  1.53948140e-01  -1.16834363e-01  -1.36718599e-01   5.34356372e-04
    1.41431424e-01  -6.15937739e-02  -6.06063202e-02  -1.46824751e-01
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 [ -1.30747652e-01   1.64212396e-01   2.50876692e-01  -4.32764012e-02
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   -1.40024988e-01  -7.26498075e-02]
 [ -3.35905928e-01   1.83419207e-01   1.82359276e-02  -4.72921228e-03
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   -8.16703016e-02   1.18416277e-01]
 [  1.42430374e-01   1.25717307e-01  -2.44372119e-01  -1.06332912e-01
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   -1.54486778e-02  -1.96063689e-01]
 [  2.13020801e-01  -1.13227531e-01   6.15043824e-02  -1.85519069e-02
   -1.73416929e-02  -3.02377759e-02  -5.58468149e-02  -1.36301306e-01
    1.11183322e-01  -1.68505924e-01]
 [ -9.72882960e-02   1.59747751e-02   1.23931936e-01   1.21531946e-01
   -6.91011160e-02  -1.14608715e-01   2.00980668e-01  -7.65432589e-02
    1.91663413e-01   1.16545379e-02]
 [  2.20523655e-02  -8.98233036e-02   2.16195961e-01  -2.20431355e-01
    6.43851651e-02   1.09364153e-01  -3.22341113e-02  -1.10785054e-01
    3.31390878e-02   2.65435311e-01]]
[[ 0.25260346]
 [ 0.8205673 ]
 [ 0.15148483]
 [ 0.32215695]
 [-1.30672233]
 [-0.21670967]
 [-0.8874471 ]
 [-0.04954497]
 [ 0.22193455]
 [ 0.45062998]]
Progress: 5.5% ... Training loss: 0.561 ... Validation loss: 0.923[[  1.28256076e-01   2.60396479e-01  -1.33432807e-01   7.13549804e-02
   -6.22314537e-01  -4.33760527e-02  -1.09259168e-01   1.31316275e-01
   -1.26248861e-01   1.84254003e-01]
 [  2.12666290e-02   1.94304108e-01  -1.66948821e-02   4.71233495e-02
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    1.44121903e-01  -1.81519338e-02]
 [  2.31976469e-01   4.81838476e-01   5.00421003e-02   2.00376152e-01
   -2.32329483e-01  -9.53398868e-02  -6.72591886e-01  -3.30424207e-02
    1.55415786e-01   4.58011481e-01]
 [ -6.91370682e-02  -4.52539141e-01  -2.67799744e-01  -7.19019984e-02
    4.07435309e-01   2.01251953e-01   3.27382886e-01   5.79161084e-02
   -3.10761498e-02  -3.87104019e-02]
 [  1.78983277e-03   2.34139155e-01  -1.45766126e-01   5.30980475e-02
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   -1.99323494e-01   7.36765600e-02]
 [ -3.58429443e-01  -2.68933474e-01  -2.92196797e-01   1.21900587e-01
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   -2.82372200e-02   1.79343785e-02]
 [  9.84833060e-04  -9.87201921e-02   1.32142932e-02   1.11312956e-01
   -1.94119284e-01  -7.56341169e-02   1.28441833e-01  -1.87838287e-01
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 [  1.22725791e-01  -1.38953622e-01   3.45900187e-02  -5.69537019e-02
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    7.00449576e-02   1.32774729e-02]
 [ -1.44544516e-01   1.70418712e-02  -2.95850684e-01   1.64234315e-02
   -1.69374939e-01   5.85048765e-02  -3.26807413e-01  -2.55633966e-02
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 [  3.17854956e-02  -2.01992331e-01   7.13933648e-02  -1.10168639e-02
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   -4.72693763e-02   1.29534644e-01]
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   -7.42076235e-02   2.09888324e-02   1.31367408e-02  -1.01225359e-01
   -1.24019888e-02  -1.01306249e-01]
 [ -5.36627844e-02   1.34904727e-01  -4.48782008e-02   6.21878297e-02
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   -1.11986078e-01  -1.19723713e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.04670541e-01  -9.12136363e-02   1.24030285e-01   2.79522321e-01
   -1.68630465e-01  -8.55902371e-02  -1.64446409e-01  -2.54363712e-01
   -2.01136072e-01   2.40058551e-02]
 [  1.07178653e-01  -4.40305540e-02  -2.33352523e-02   9.83093419e-02
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    1.53130284e-02   6.74820186e-03]
 [  1.74296799e-02  -6.99647286e-02  -2.20005795e-01   1.20107767e-01
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   -1.18577058e-01  -3.03123750e-02]
 [ -1.29042012e-01  -5.07368272e-02  -2.07212342e-01   1.47943426e-01
   -4.20701957e-02   1.37772498e-01   1.44979200e-02  -2.50325918e-01
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 [ -7.70698122e-02  -4.29882153e-02   2.73475206e-01   9.31490476e-02
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    6.29852379e-02   3.00432715e-02]
 [  7.60830402e-02   8.13506735e-02   1.00242637e-01   1.25534761e-01
   -6.71784145e-02  -3.90622143e-02   1.67558776e-01   1.18195234e-01
   -1.27000472e-02  -1.76556989e-02]
 [  1.47455490e-02  -1.12408173e-01  -2.85272164e-01  -3.45371165e-02
    1.93181794e-01  -9.86395509e-02   1.33283991e-01   1.63290239e-01
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 [  5.23476491e-02   3.99609799e-02  -1.20243258e-01   4.02068300e-02
   -9.99243887e-02   3.28286746e-01   2.23723851e-01   2.06319598e-01
   -1.70863215e-01  -4.72215680e-02]
 [  6.06989280e-03  -1.80256089e-02   1.19331946e-01   1.06479452e-01
   -2.59508421e-02   1.12206221e-01  -2.21060625e-01  -3.72120523e-02
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 [  1.05206442e-01   7.97321080e-02  -5.14151116e-02  -1.08816998e-01
   -1.10429341e-01  -3.28128173e-01   1.01959321e-01   8.84627376e-03
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 [ -9.81052639e-02   2.29764397e-02  -1.52457123e-02   2.28240994e-02
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 [ -1.29489928e-01  -1.04074433e-02  -1.90488044e-01   1.65356418e-02
   -3.11343976e-01  -1.07504301e-02  -6.19656250e-02  -2.18995834e-02
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 [  4.82146477e-02   1.64448841e-01  -3.50679667e-02  -1.78091289e-02
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   -9.86543653e-02  -2.44302631e-01]
 [  7.62714665e-02  -7.97776024e-02   1.72759994e-02   5.71861695e-02
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    1.25841064e-01  -2.27490664e-01]
 [  9.03251004e-02  -1.65234333e-01  -2.94261990e-03   3.28960497e-03
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   -2.78086208e-01  -8.73948059e-02]
 [ -6.47149071e-02  -2.82020404e-01   4.20798210e-02  -5.85526119e-02
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 [ -1.98677135e-01  -1.15544773e-01   9.86541941e-02   7.19554379e-02
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    1.28794544e-03  -1.32807388e-03]
 [ -7.06001288e-02   8.33425292e-02   3.14083617e-01  -6.18770272e-02
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   -1.18481996e-01   1.66528189e-01]
 [ -5.78168830e-02  -1.43595389e-02  -1.46508401e-01  -3.88482980e-03
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 [  7.92109349e-02   1.36299488e-01   1.46424907e-01  -1.39535488e-01
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    3.77433465e-02   1.13308403e-01]
 [  2.50754302e-01   4.18511034e-02  -1.32846148e-01   1.82318801e-01
   -5.23484447e-01  -2.24795140e-01  -1.66905512e-01   1.83396093e-01
    2.79001866e-01  -2.02222249e-01]
 [  4.10362095e-02   1.27247765e-01   2.48623763e-01   2.42304924e-01
   -2.14598181e-02  -1.87927385e-01  -1.47969685e-01  -1.30738946e-01
   -1.45736545e-01  -2.95980450e-01]
 [  5.07830540e-02   2.39104779e-02  -1.04070271e-01  -1.53843042e-02
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 [ -1.09706687e-02  -8.39240149e-02  -7.10430742e-02  -6.68426077e-02
    3.98430013e-02  -1.67220748e-01   1.22183241e-01   9.89813935e-03
    2.57380901e-02  -6.86961577e-03]
 [  2.86076944e-03  -1.07995402e-02   2.33010831e-01   3.75065360e-02
   -1.09285225e-01  -1.16809763e-01   1.98074602e-01   4.02592249e-02
   -2.14113019e-01   7.46784777e-02]
 [  3.79087197e-02  -6.38309240e-02   9.27132455e-02  -4.06427439e-02
   -8.69966517e-02   8.94129134e-02   1.69035507e-01  -2.71406977e-01
   -5.38348915e-02  -1.36255785e-01]
 [ -3.58704338e-02   1.17837951e-02   7.36256069e-02  -6.56830732e-02
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   -4.81678034e-02   1.44474556e-01]
 [  2.29755792e-01   7.35153310e-02   3.40789388e-02   9.38142610e-02
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   -4.44495235e-02  -5.25504029e-04]
 [ -2.95823280e-02  -2.11304998e-01  -1.82631326e-02  -6.21537284e-02
   -8.56812316e-02  -8.01445294e-02  -5.23238231e-03   4.20765906e-02
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 [ -1.38688383e-01   1.82265588e-01   2.89984487e-02   1.64612215e-01
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 [  2.56705301e-02   1.88883652e-01  -1.81709361e-02   2.02400003e-01
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 [  1.95945180e-01   1.22689509e-01   2.10532696e-01   4.28736802e-02
   -6.98267156e-02   1.27047091e-01  -1.13873703e-02   1.65530660e-01
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 [ -1.04630143e-01   1.30116696e-01   2.25565142e-01  -3.15487557e-02
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   -6.99471633e-02   1.06286681e-03]
 [ -1.04105716e-01  -2.60327154e-02   2.15293168e-02   7.99455282e-02
   -9.36394533e-03   1.22042350e-01   2.79817329e-01   2.06463158e-02
   -2.84988474e-01  -1.05797914e-01]
 [ -1.79642282e-01   9.36973105e-02  -7.31731201e-02  -2.88799472e-01
   -4.70036367e-03   9.57804636e-02  -1.96145029e-02   1.02561461e-01
   -1.66557520e-01   9.30672237e-02]
 [  8.90276019e-02  -1.42357399e-01  -8.73566925e-02  -5.01935944e-02
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   -8.01961053e-02  -9.37652520e-02]
 [  1.53436118e-01  -1.18615368e-01  -1.37020502e-01  -1.55462812e-04
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 [ -1.30292121e-01   1.65320848e-01   2.51146594e-01  -4.27203533e-02
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   -1.39598303e-01  -7.18550580e-02]
 [ -3.36089408e-01   1.82605822e-01   1.81211746e-02  -4.95724409e-03
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   -8.18084044e-02   1.18082374e-01]
 [  1.43236009e-01   1.28100445e-01  -2.43883899e-01  -1.05301497e-01
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   -1.47381859e-02  -1.94752452e-01]
 [  2.12927350e-01  -1.13720262e-01   6.14481419e-02  -1.86784658e-02
   -1.67398501e-02  -3.01470817e-02  -5.53250204e-02  -1.36285108e-01
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 [ -9.81770412e-02   1.33597226e-02   1.23388388e-01   1.20412582e-01
   -6.48945147e-02  -1.13860277e-01   2.03872161e-01  -7.63675282e-02
    1.90907156e-01   1.01141368e-02]
 [  2.22803661e-02  -8.91680353e-02   2.16358201e-01  -2.20088234e-01
    6.36359323e-02   1.09140920e-01  -3.27620283e-02  -1.10838087e-01
    3.33787892e-02   2.65730112e-01]]
[[ 0.25245794]
 [ 0.82685669]
 [ 0.15206791]
 [ 0.32246069]
 [-1.3131554 ]
 [-0.220595  ]
 [-0.89663786]
 [-0.05335923]
 [ 0.22138946]
 [ 0.45188234]]
Progress: 5.5% ... Training loss: 0.560 ... Validation loss: 0.924[[  1.30261393e-01   2.66092551e-01  -1.32160765e-01   7.39060885e-02
   -6.30031187e-01  -4.51115429e-02  -1.14879382e-01   1.30873263e-01
   -1.24333930e-01   1.87274601e-01]
 [  2.13052210e-02   1.94364071e-01  -1.66720966e-02   4.71619191e-02
    7.08729237e-02  -8.88398455e-03   2.76754794e-01   4.13527498e-02
    1.44159021e-01  -1.80910594e-02]
 [  2.33095066e-01   4.85825114e-01   5.07583807e-02   2.01774771e-01
   -2.36798151e-01  -9.63288549e-02  -6.76182470e-01  -3.32851974e-02
    1.56366901e-01   4.59694855e-01]
 [ -6.99963288e-02  -4.54713835e-01  -2.68271666e-01  -7.27549917e-02
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   -3.18598575e-02  -3.97242086e-02]
 [  6.84183837e-04   2.30672975e-01  -1.46433108e-01   5.15503609e-02
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   -2.00154602e-01   7.16884434e-02]
 [ -3.58167646e-01  -2.68430670e-01  -2.92015053e-01   1.22248318e-01
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   -2.79517320e-02   1.82583685e-02]
 [  1.83390812e-03  -9.65110736e-02   1.37277418e-02   1.12299751e-01
   -1.96462246e-01  -7.62942715e-02   1.26006800e-01  -1.88024293e-01
    1.87240417e-01   6.47441352e-02]
 [  1.23446479e-01  -1.36411742e-01   3.50847949e-02  -5.59129991e-02
    1.04725028e-01  -4.69755321e-02  -5.58630241e-02   1.24299092e-01
    7.07181635e-02   1.45344904e-02]
 [ -1.44840182e-01   1.60459241e-02  -2.96012530e-01   1.60555314e-02
   -1.67691882e-01   5.87623201e-02  -3.25784478e-01  -2.55038805e-02
    2.88257071e-01  -7.63723323e-02]
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[[ 0.26900015]
 [ 0.84471409]
 [ 0.16736203]
 [ 0.3400258 ]
 [-1.31060251]
 [-0.2105534 ]
 [-0.88976389]
 [-0.03831855]
 [ 0.23903423]
 [ 0.47141667]]
Progress: 5.6% ... Training loss: 0.560 ... Validation loss: 0.890[[  1.30848734e-01   2.67023575e-01  -1.31824519e-01   7.45105098e-02
   -6.31306418e-01  -4.55370868e-02  -1.15469114e-01   1.30800733e-01
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   -9.95837669e-02  -2.46171715e-01]
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 [  2.25719542e-02  -8.84561763e-02   2.16520546e-01  -2.19691201e-01
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[[ 0.26344714]
 [ 0.83860754]
 [ 0.16395177]
 [ 0.33772042]
 [-1.31758582]
 [-0.21076545]
 [-0.89552669]
 [-0.04119837]
 [ 0.2395674 ]
 [ 0.4679656 ]]
Progress: 5.7% ... Training loss: 0.557 ... Validation loss: 0.893[[  1.31577698e-01   2.68761406e-01  -1.31398776e-01   7.53135116e-02
   -6.32710326e-01  -4.60229708e-02  -1.16729108e-01   1.30688095e-01
   -1.23178229e-01   1.88714561e-01]
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   -2.34597111e-01  -9.61024893e-02  -6.75290144e-01  -3.32472936e-02
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   -3.17410696e-02  -3.85508119e-02]
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   -1.12718370e-01  -1.21127850e-01]
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   -8.86305184e-04   9.64845676e-02  -1.70511223e-02   1.02702956e-01
   -1.67305354e-01   9.17283545e-02]
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   -8.12987723e-02  -9.58441155e-02]
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 [ -1.30090922e-01   1.65922579e-01   2.51315143e-01  -4.24003523e-02
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   -1.39351487e-01  -7.15621765e-02]
 [ -3.36113775e-01   1.81284401e-01   1.80679261e-02  -5.27117067e-03
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   -1.50240270e-02  -1.95317928e-01]
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   -1.72952989e-02  -3.03610355e-02  -5.58357621e-02  -1.36335893e-01
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 [ -9.75973855e-02   1.51208294e-02   1.23746732e-01   1.21164187e-01
   -6.76286342e-02  -1.14373297e-01   2.01918212e-01  -7.64862478e-02
    1.91406522e-01   1.10760788e-02]
 [  2.34515504e-02  -8.58413003e-02   2.17087203e-01  -2.18533672e-01
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    3.44839523e-02   2.67420125e-01]]
[[ 0.27123638]
 [ 0.84588593]
 [ 0.17064787]
 [ 0.34608761]
 [-1.32046758]
 [-0.20848341]
 [-0.89545318]
 [-0.03784321]
 [ 0.24685396]
 [ 0.47718814]]
Progress: 5.7% ... Training loss: 0.558 ... Validation loss: 0.881[[  1.30864394e-01   2.66485552e-01  -1.31935345e-01   7.43319499e-02
   -6.28387626e-01  -4.54601029e-02  -1.14256789e-01   1.30783747e-01
   -1.23799454e-01   1.87309775e-01]
 [  2.08486972e-02   1.93090562e-01  -1.69704647e-02   4.65543304e-02
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 [  2.32621450e-01   4.86536198e-01   5.03154475e-02   2.00661038e-01
   -2.31553852e-01  -9.57596964e-02  -6.75171470e-01  -3.31804309e-02
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   -2.98105053e-02  -3.49369797e-02]
 [ -4.56896891e-03   2.17030624e-01  -1.49848738e-01   4.47660738e-02
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   -2.04816346e-01   6.24815033e-02]
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   -2.82707534e-02   1.72695349e-02]
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   -1.75072497e-01   5.74534331e-02  -3.30139443e-01  -2.57446866e-02
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   -4.56161505e-02   1.31216082e-01]
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   -1.26596713e-02  -1.01874965e-01]
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   -1.13195291e-01  -1.22055307e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.05014589e-01  -9.30481744e-02   1.23764596e-01   2.78948711e-01
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   -2.01447187e-01   2.31495712e-02]
 [  1.07289484e-01  -4.39724698e-02  -2.32590522e-02   9.85231447e-02
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 [  1.74136497e-02  -7.02150745e-02  -2.20071672e-01   1.20053236e-01
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   -1.18554475e-01  -3.05202824e-02]
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 [ -7.68731587e-02  -4.26684625e-02   2.73571510e-01   9.33212018e-02
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 [  7.49554910e-02   7.77473634e-02   9.95161220e-02   1.23919525e-01
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   -1.37982478e-02  -1.97716078e-02]
 [  1.41993301e-02  -1.13549662e-01  -2.85673737e-01  -3.53102717e-02
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 [  5.16550423e-02   3.77868745e-02  -1.20712909e-01   3.92568630e-02
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   -1.71513171e-01  -4.86211721e-02]
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 [  4.64683704e-02   1.59114678e-01  -3.61582625e-02  -2.01118408e-02
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   -1.00254278e-01  -2.47459727e-01]
 [  7.48515255e-02  -8.43141902e-02   1.63512784e-02   5.52972061e-02
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 [  8.93475549e-02  -1.68291861e-01  -3.57619599e-03   1.95949874e-03
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   -2.79001190e-01  -8.92023970e-02]
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 [ -2.00156372e-01  -1.20040583e-01   9.77418008e-02   7.00496421e-02
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   -3.63183391e-05  -3.90840330e-03]
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   -1.19627413e-01   1.64209327e-01]
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 [  8.02280169e-02   1.39319384e-01   1.47107484e-01  -1.38114374e-01
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 [  2.51819306e-01   4.51465175e-02  -1.32154328e-01   1.83715330e-01
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 [  4.16156690e-02   1.28774993e-01   2.48978617e-01   2.43050817e-01
   -2.42364717e-02  -1.88436887e-01  -1.49751554e-01  -1.30835461e-01
   -1.45230624e-01  -2.95114239e-01]
 [  4.99396141e-02   2.15301696e-02  -1.04572393e-01  -1.64685347e-02
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 [ -1.09353303e-02  -8.38175391e-02  -7.10954851e-02  -6.68712668e-02
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 [  3.82648170e-03  -7.55157362e-03   2.33611125e-01   3.87972952e-02
   -1.13150123e-01  -1.17605001e-01   1.95091046e-01   4.01177287e-02
   -2.13211017e-01   7.61112162e-02]
 [  3.80926666e-02  -6.33035773e-02   9.28170292e-02  -4.04285867e-02
   -8.79936602e-02   8.92832507e-02   1.68583347e-01  -2.71427316e-01
   -5.36883304e-02  -1.36050750e-01]
 [ -3.66413311e-02   1.00444428e-02   7.31641633e-02  -6.66739204e-02
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   -4.88596318e-02   1.43332588e-01]
 [  2.29384621e-01   7.31077293e-02   3.38303990e-02   9.33962994e-02
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   -4.47689365e-02  -1.16126201e-03]
 [ -2.91097065e-02  -2.09879652e-01  -1.79838232e-02  -6.15474063e-02
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 [  1.97261680e-01   1.27001550e-01   2.11398314e-01   4.47063320e-02
   -7.63226576e-02   1.25884793e-01  -1.58738672e-02   1.65288609e-01
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   -6.98580556e-02   1.23974582e-03]
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   -2.84954996e-01  -1.05783298e-01]
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   -1.67655015e-01   9.10917432e-02]
 [  8.77507849e-02  -1.46342437e-01  -8.81729493e-02  -5.19042912e-02
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   -8.13785640e-02  -9.59843118e-02]
 [  1.53429278e-01  -1.18346253e-01  -1.37030473e-01  -1.31238627e-04
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 [ -1.30220112e-01   1.65504110e-01   2.51234620e-01  -4.25757382e-02
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   -1.39464053e-01  -7.18026795e-02]
 [ -3.36573036e-01   1.80017619e-01   1.77587752e-02  -5.87863428e-03
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   -8.22622398e-02   1.16669389e-01]
 [  1.43102577e-01   1.27944033e-01  -2.43948344e-01  -1.05460166e-01
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   -1.48729287e-02  -1.95055975e-01]
 [  2.12307492e-01  -1.15623458e-01   6.09767155e-02  -1.96554351e-02
   -1.31181693e-02  -2.96648616e-02  -5.31687767e-02  -1.36205965e-01
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 [ -9.78341879e-02   1.38759126e-02   1.23583427e-01   1.20824647e-01
   -6.57255306e-02  -1.14155188e-01   2.03074565e-01  -7.64571395e-02
    1.91232499e-01   1.05538180e-02]
 [  2.32960449e-02  -8.63923381e-02   2.16977383e-01  -2.18760007e-01
    6.02228891e-02   1.08265519e-01  -3.53667880e-02  -1.11036557e-01
    3.43500241e-02   2.67130672e-01]]
[[ 0.25762069]
 [ 0.83038121]
 [ 0.15907323]
 [ 0.33138918]
 [-1.33307966]
 [-0.216833  ]
 [-0.90756739]
 [-0.04821707]
 [ 0.23626208]
 [ 0.46388065]]
Progress: 5.8% ... Training loss: 0.553 ... Validation loss: 0.903[[  1.34085533e-01   2.75190564e-01  -1.30020318e-01   7.83865412e-02
   -6.41680916e-01  -4.80729235e-02  -1.23493369e-01   1.30190021e-01
   -1.20790436e-01   1.92308382e-01]
 [  2.12075222e-02   1.94113389e-01  -1.67513764e-02   4.70146122e-02
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    1.44078119e-01  -1.82708671e-02]
 [  2.32725322e-01   4.87002576e-01   5.03750955e-02   2.00678064e-01
   -2.29959554e-01  -9.57674773e-02  -6.74694477e-01  -3.31884963e-02
    1.55631561e-01   4.58120752e-01]
 [ -7.00547923e-02  -4.54716148e-01  -2.68048777e-01  -7.22253889e-02
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   -3.18998095e-02  -3.80523023e-02]
 [ -3.08294687e-03   2.20354134e-01  -1.48850543e-01   4.65978947e-02
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   -2.03376417e-01   6.47659744e-02]
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   -2.77662669e-02   1.80572473e-02]
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   -1.95378242e-01  -7.67376069e-02   1.25125054e-01  -1.88194944e-01
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    6.85161952e-02   1.01293486e-02]
 [ -1.42603918e-01   2.26025708e-02  -2.94577491e-01   1.89602078e-02
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[[ 0.2765526 ]
 [ 0.85459051]
 [ 0.17669184]
 [ 0.35159519]
 [-1.33225697]
 [-0.20598456]
 [-0.89935188]
 [-0.0348429 ]
 [ 0.25387405]
 [ 0.48615063]]
Progress: 5.8% ... Training loss: 0.557 ... Validation loss: 0.870[[  1.33717823e-01   2.72537098e-01  -1.30325691e-01   7.78398349e-02
   -6.38340789e-01  -4.76260795e-02  -1.21051938e-01   1.30235054e-01
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   -6.43327021e-02  -1.14023541e-01   2.03594234e-01  -7.64390375e-02
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 [  2.49778501e-02  -8.20219334e-02   2.17961636e-01  -2.16558464e-01
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[[ 0.27015432]
 [ 0.84667647]
 [ 0.16469728]
 [ 0.34159671]
 [-1.34262822]
 [-0.21618159]
 [-0.91065528]
 [-0.04116402]
 [ 0.24570439]
 [ 0.4770753 ]]
Progress: 5.8% ... Training loss: 0.550 ... Validation loss: 0.882[[  1.34078073e-01   2.73237903e-01  -1.30085085e-01   7.82291980e-02
   -6.39085342e-01  -4.79074339e-02  -1.21113816e-01   1.30169514e-01
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 [  2.33016977e-01   4.87255021e-01   5.07593433e-02   2.00875073e-01
   -2.30400651e-01  -9.58481435e-02  -6.74198206e-01  -3.32453992e-02
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   -3.03087612e-02  -3.43176038e-02]
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   -1.13756473e-01  -1.23177008e-01]
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 [  4.17142828e-02   1.29111740e-01   2.49039440e-01   2.43186562e-01
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   -2.84985207e-01  -1.05852923e-01]
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   -1.68187417e-01   9.01606146e-02]
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   -8.27671518e-02  -9.86605848e-02]
 [  1.53348021e-01  -1.19099747e-01  -1.37114336e-01  -2.48316482e-04
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 [ -1.30674612e-01   1.62983697e-01   2.50918444e-01  -4.32819313e-02
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   -1.39886676e-01  -7.28821396e-02]
 [ -3.37338572e-01   1.77676041e-01   1.72958662e-02  -6.93199335e-03
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   -8.29640383e-02   1.15248456e-01]
 [  1.43072380e-01   1.27321501e-01  -2.43949301e-01  -1.05398391e-01
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   -1.47811769e-02  -1.95087076e-01]
 [  2.12267680e-01  -1.16341494e-01   6.09355889e-02  -1.98580395e-02
   -1.20291041e-02  -2.95739612e-02  -5.19816918e-02  -1.36207124e-01
    1.10308604e-01  -1.70369011e-01]
 [ -9.76127506e-02   1.43168026e-02   1.23698971e-01   1.21008700e-01
   -6.60358849e-02  -1.14273035e-01   2.02546192e-01  -7.64932629e-02
    1.91319451e-01   1.08467636e-02]
 [  2.55746360e-02  -8.04476320e-02   2.18328521e-01  -2.15790308e-01
    5.12499443e-02   1.06420024e-01  -4.11833715e-02  -1.11452799e-01
    3.64926902e-02   2.70253115e-01]]
[[ 0.27328563]
 [ 0.85144996]
 [ 0.16730805]
 [ 0.34685001]
 [-1.34420876]
 [-0.21214045]
 [-0.9117827 ]
 [-0.03854688]
 [ 0.25123028]
 [ 0.48394302]]
Progress: 5.9% ... Training loss: 0.550 ... Validation loss: 0.874[[  1.33136831e-01   2.69995898e-01  -1.30679692e-01   7.68383140e-02
   -6.32712817e-01  -4.70245933e-02  -1.18121156e-01   1.30313490e-01
   -1.21722789e-01   1.89864693e-01]
 [  2.08647262e-02   1.92993681e-01  -1.69885779e-02   4.65625480e-02
    7.28382010e-02  -8.55197757e-03   2.78160722e-01   4.13975382e-02
    1.43749631e-01  -1.89515859e-02]
 [  2.30674898e-01   4.81004783e-01   4.92821738e-02   1.97695630e-01
   -2.18607776e-01  -9.39819784e-02  -6.68463395e-01  -3.28793686e-02
    1.53522142e-01   4.54894209e-01]
 [ -6.80071895e-02  -4.48738280e-01  -2.66724948e-01  -6.89920343e-02
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   -2.99215570e-02  -3.38683269e-02]
 [ -2.20472423e-03   2.22191195e-01  -1.48042407e-01   4.78835058e-02
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   -2.02107677e-01   6.56806276e-02]
 [ -3.57751699e-01  -2.70011963e-01  -2.91988977e-01   1.22404192e-01
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   -2.74748956e-02   1.79596268e-02]
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   -1.76101481e-01   5.70343175e-02  -3.30846025e-01  -2.58512344e-02
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 [  3.39479977e-02  -1.99630001e-01   7.25454282e-02  -9.02761468e-03
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   -4.53650839e-02   1.30677811e-01]
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   -1.33909861e-02  -1.03337295e-01]
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   -1.14807698e-01  -1.25237745e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.05475643e-01  -9.49487073e-02   1.23365225e-01   2.78254986e-01
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   -2.01902513e-01   2.20984785e-02]
 [  1.08148603e-01  -4.20043749e-02  -2.27247549e-02   9.96454900e-02
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 [  1.79631829e-02  -6.90181010e-02  -2.19764116e-01   1.20627205e-01
   -1.03798822e-03   1.02640485e-01  -4.81110814e-02  -1.84922642e-02
   -1.18027233e-01  -2.99822259e-02]
 [ -1.29316847e-01  -5.17579529e-02  -2.07387669e-01   1.47584288e-01
   -3.99537066e-02   1.37929790e-01   1.56162450e-02  -2.50352108e-01
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 [ -7.61418526e-02  -4.09200738e-02   2.73966997e-01   9.42185761e-02
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 [  7.34728358e-02   7.19298295e-02   9.86299937e-02   1.21851192e-01
   -5.20511104e-02  -3.67438947e-02   1.75993650e-01   1.18566380e-01
   -1.51388546e-02  -2.28278172e-02]
 [  1.27345233e-02  -1.17859843e-01  -2.86599069e-01  -3.72463072e-02
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 [  5.03249897e-02   3.36975579e-02  -1.21505539e-01   3.74819769e-02
   -8.88274915e-02   3.29886849e-01   2.31089423e-01   2.06599706e-01
   -1.72750643e-01  -5.08853725e-02]
 [  8.33949724e-03  -1.11841224e-02   1.20852843e-01   1.09456868e-01
   -3.55535403e-02   1.10293952e-01  -2.24983386e-01  -3.75728158e-02
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 [  1.05603146e-01   8.06042959e-02  -5.11117119e-02  -1.08228798e-01
   -1.11438462e-01  -3.28429825e-01   1.01307471e-01   8.76915141e-03
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 [ -9.75373086e-02   2.46322326e-02  -1.48794320e-02   2.35816658e-02
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 [ -1.29440259e-01  -1.03497915e-02  -1.90463522e-01   1.65594330e-02
   -3.11264215e-01  -1.07604082e-02  -6.21780489e-02  -2.19065730e-02
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 [  4.51118798e-02   1.54843981e-01  -3.70301787e-02  -2.19550760e-02
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   -1.01521214e-01  -2.49958839e-01]
 [  7.32435023e-02  -8.93240278e-02   1.53337324e-02   5.31978283e-02
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    1.22981216e-01  -2.32979475e-01]
 [  8.73625302e-02  -1.74350134e-01  -4.81477261e-03  -6.43533531e-04
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   -2.80834274e-01  -9.28229618e-02]
 [ -6.70607547e-02  -2.89207940e-01   4.05812970e-02  -6.16268360e-02
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 [ -2.01784356e-01  -1.25111137e-01   9.67385113e-02   6.79294074e-02
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   -1.52576918e-03  -6.81074811e-03]
 [ -7.36059866e-02   7.38403720e-02   3.12156830e-01  -6.58961346e-02
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   -1.21238819e-01   1.61084569e-01]
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 [  8.21513451e-02   1.44828558e-01   1.48253252e-01  -1.35657818e-01
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 [  2.54021933e-01   5.13757198e-02  -1.30738424e-01   1.86656508e-01
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 [  4.16807913e-02   1.29000817e-01   2.49028653e-01   2.43168092e-01
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   -1.45167161e-01  -2.95026119e-01]
 [  4.95933790e-02   2.05879573e-02  -1.04820504e-01  -1.69585015e-02
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 [ -1.07422342e-02  -8.32368995e-02  -7.10162732e-02  -6.66370914e-02
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 [  3.60029881e-03  -7.78808097e-03   2.33487429e-01   3.85309169e-02
   -1.12069016e-01  -1.17451375e-01   1.95382447e-01   4.01585561e-02
   -2.13421507e-01   7.58086279e-02]
 [  3.76918800e-02  -6.42956370e-02   9.25616912e-02  -4.10093216e-02
   -8.60542498e-02   8.95995690e-02   1.69228542e-01  -2.71378185e-01
   -5.40965123e-02  -1.36745220e-01]
 [ -3.71921279e-02   8.77257951e-03   7.27688002e-02  -6.74257766e-02
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   -4.94138440e-02   1.42426303e-01]
 [  2.30391082e-01   7.61993279e-02   3.44443262e-02   9.47941382e-02
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   -4.37816078e-02   4.12411970e-04]
 [ -2.85625175e-02  -2.08221901e-01  -1.76403783e-02  -6.08598794e-02
   -8.94980838e-02  -8.09658008e-02  -8.28516329e-03   4.18877781e-02
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 [  1.98356028e-01   1.30036384e-01   2.12078954e-01   4.60700848e-02
   -8.10102841e-02   1.25042588e-01  -1.92671542e-02   1.65134834e-01
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 [ -1.04016018e-01   1.31953606e-01   2.25948904e-01  -3.07377907e-02
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   -6.93789925e-02   2.13851240e-03]
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   -2.85091530e-01  -1.06039769e-01]
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   -1.68222569e-01   9.01112831e-02]
 [  8.58906214e-02  -1.52113006e-01  -8.93545863e-02  -5.43728497e-02
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   -8.31230305e-02  -9.93542571e-02]
 [  1.52901503e-01  -1.20689853e-01  -1.37385054e-01  -8.68372564e-04
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 [ -1.31768556e-01   1.59747498e-01   2.50245580e-01  -4.47193593e-02
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   -1.40886714e-01  -7.47611546e-02]
 [ -3.38441698e-01   1.74566920e-01   1.66235302e-02  -8.34705793e-03
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   -8.39766109e-02   1.13389587e-01]
 [  1.43249524e-01   1.27637242e-01  -2.43829326e-01  -1.05212029e-01
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   -1.46408870e-02  -1.94787398e-01]
 [  2.11665549e-01  -1.18050866e-01   6.05768566e-02  -2.06669288e-02
   -9.48050828e-03  -2.90842673e-02  -5.01744217e-02  -1.36115879e-01
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 [ -9.79216025e-02   1.35004985e-02   1.23506659e-01   1.20599214e-01
   -6.39483136e-02  -1.14062054e-01   2.03432813e-01  -7.64487932e-02
    1.91032703e-01   1.04151866e-02]
 [  2.56280724e-02  -8.02523324e-02   2.18336703e-01  -2.15746140e-01
    5.12198023e-02   1.06396989e-01  -4.14001176e-02  -1.11457712e-01
    3.65248264e-02   2.70440164e-01]]
[[ 0.24565321]
 [ 0.82175754]
 [ 0.14025461]
 [ 0.31917654]
 [-1.37239336]
 [-0.23721053]
 [-0.93485852]
 [-0.06394977]
 [ 0.22603199]
 [ 0.45382705]]
Progress: 6.0% ... Training loss: 0.556 ... Validation loss: 0.932[[  1.34385928e-01   2.73438550e-01  -1.29979879e-01   7.84456136e-02
   -6.38692231e-01  -4.82536928e-02  -1.22124116e-01   1.30000458e-01
   -1.20552259e-01   1.92052967e-01]
 [  2.07852061e-02   1.92700168e-01  -1.70172002e-02   4.64928955e-02
    7.32197908e-02  -8.48709350e-03   2.78442912e-01   4.14111431e-02
    1.43692875e-01  -1.90722045e-02]
 [  2.29974081e-01   4.79660180e-01   4.88756122e-02   1.96502723e-01
   -2.14886970e-01  -9.32318539e-02  -6.65705006e-01  -3.26353130e-02
    1.52770875e-01   4.53242637e-01]
 [ -6.66816352e-02  -4.44723217e-01  -2.65948923e-01  -6.69384802e-02
    3.80864927e-01   1.98519743e-01   3.18034684e-01   5.74784848e-02
   -2.85964804e-02  -3.11088419e-02]
 [ -5.18448599e-04   2.27893371e-01  -1.47213608e-01   5.00621707e-02
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   -2.00664703e-01   6.87103283e-02]
 [ -3.56295270e-01  -2.65919853e-01  -2.91151011e-01   1.24391790e-01
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   -2.60978028e-02   2.05887872e-02]
 [ -5.97718364e-05  -1.03081453e-01   1.24951693e-02   1.09784220e-01
   -1.83818189e-01  -7.48857415e-02   1.32601963e-01  -1.87878943e-01
    1.85599653e-01   6.09113774e-02]
 [  1.19675334e-01  -1.48602609e-01   3.26482734e-02  -6.12692216e-02
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[[ 0.25960635]
 [ 0.83942798]
 [ 0.1509916 ]
 [ 0.33806293]
 [-1.35568259]
 [-0.21980795]
 [-0.9193849 ]
 [-0.04624597]
 [ 0.24096016]
 [ 0.47211652]]
Progress: 6.0% ... Training loss: 0.545 ... Validation loss: 0.891[[  1.35458137e-01   2.76473973e-01  -1.29269897e-01   7.98908740e-02
   -6.42241464e-01  -4.91750698e-02  -1.25115183e-01   1.29800392e-01
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[[ 0.27332553]
 [ 0.85326344]
 [ 0.16255441]
 [ 0.35166951]
 [-1.35367812]
 [-0.21039041]
 [-0.9113671 ]
 [-0.03901972]
 [ 0.25523652]
 [ 0.48349667]]
Progress: 6.0% ... Training loss: 0.546 ... Validation loss: 0.870[[  1.33456826e-01   2.69802244e-01  -1.30480914e-01   7.72280099e-02
   -6.31908031e-01  -4.75303478e-02  -1.18093699e-01   1.30085243e-01
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   -6.87545182e-02   3.30723543e-03]
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   -2.84878623e-01  -1.05616944e-01]
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   -1.68559446e-01   8.95241297e-02]
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   -8.33505094e-02  -9.97880603e-02]
 [  1.52672466e-01  -1.21787265e-01  -1.37524640e-01  -1.15593817e-03
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 [ -1.29927880e-01   1.64906420e-01   2.51304453e-01  -4.23916488e-02
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   -1.39208883e-01  -7.16110863e-02]
 [ -3.39518019e-01   1.71326122e-01   1.59560625e-02  -9.76258538e-03
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   -8.49731918e-02   1.11662665e-01]
 [  1.43838031e-01   1.28746669e-01  -2.43566032e-01  -1.04487122e-01
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   -1.41434375e-02  -1.93847732e-01]
 [  2.11349325e-01  -1.18939341e-01   6.04345105e-02  -2.10239602e-02
   -7.70462823e-03  -2.88647651e-02  -4.87324166e-02  -1.36042244e-01
    1.09495288e-01  -1.72033313e-01]
 [ -9.82955210e-02   1.24700404e-02   1.23321335e-01   1.20159240e-01
   -6.24602795e-02  -1.13826515e-01   2.04538291e-01  -7.63839842e-02
    1.90673512e-01   9.87340187e-03]
 [  2.53938259e-02  -8.15527123e-02   2.18247625e-01  -2.15991054e-01
    5.25124522e-02   1.06440115e-01  -3.98308826e-02  -1.11485835e-01
    3.63995763e-02   2.70006852e-01]]
[[ 0.25055376]
 [ 0.83325169]
 [ 0.13844184]
 [ 0.3292236 ]
 [-1.37873578]
 [-0.23217671]
 [-0.937889  ]
 [-0.06190351]
 [ 0.23438848]
 [ 0.45692234]]
Progress: 6.1% ... Training loss: 0.549 ... Validation loss: 0.918[[  1.35886041e-01   2.76708295e-01  -1.28971503e-01   8.06883073e-02
   -6.42679771e-01  -4.98197778e-02  -1.24982514e-01   1.29395511e-01
   -1.18890168e-01   1.94623551e-01]
 [  2.08258575e-02   1.92604022e-01  -1.69827098e-02   4.65737802e-02
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    1.43756279e-01  -1.89531309e-02]
 [  2.31746288e-01   4.84773560e-01   5.01188896e-02   1.98938175e-01
   -2.20135472e-01  -9.48030651e-02  -6.67564062e-01  -3.31957758e-02
    1.54535668e-01   4.55792861e-01]
 [ -6.65123508e-02  -4.42162201e-01  -2.66067160e-01  -6.65906725e-02
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   -2.86643838e-02  -2.94590188e-02]
 [  2.65086881e-04   2.29029284e-01  -1.46810768e-01   5.10752491e-02
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   -1.99507749e-01   7.01858780e-02]
 [ -3.56642508e-01  -2.67572732e-01  -2.91354242e-01   1.24070150e-01
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   -2.62737925e-02   2.00267112e-02]
 [  1.18150469e-03  -1.00011752e-01   1.31823781e-02   1.11411835e-01
   -1.88458365e-01  -7.60283721e-02   1.28131847e-01  -1.88218845e-01
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 [  1.20739586e-01  -1.45445170e-01   3.33792219e-02  -5.96228853e-02
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 [ -1.42014218e-01   2.34314871e-02  -2.94277924e-01   1.96990234e-02
   -1.79474585e-01   5.63660358e-02  -3.33268288e-01  -2.60138466e-02
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 [  3.63255482e-02  -1.93899842e-01   7.40700756e-02  -5.73114962e-03
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   -4.29324732e-02   1.34395006e-01]
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   -7.57965192e-02   2.00930411e-02   1.11504163e-02  -1.01554655e-01
   -1.16099864e-02  -9.99799454e-02]
 [ -5.63871372e-02   1.26132985e-01  -4.65788295e-02   5.87964104e-02
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   -1.14429850e-01  -1.24550001e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.05420274e-01  -9.52285237e-02   1.23441187e-01   2.78519037e-01
   -1.64324712e-01  -8.50379997e-02  -1.61049096e-01  -2.54288381e-01
   -2.01735425e-01   2.22801111e-02]
 [  1.07956591e-01  -4.33335637e-02  -2.28688075e-02   9.93934809e-02
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 [  1.91487036e-02  -6.51279833e-02  -2.19101485e-01   1.22187675e-01
   -7.32196194e-03   1.01312450e-01  -5.23758204e-02  -1.88903203e-02
   -1.16886428e-01  -2.80039166e-02]
 [ -1.28434271e-01  -4.91225309e-02  -2.06889445e-01   1.48714116e-01
   -4.33460178e-02   1.37150590e-01   1.24565565e-02  -2.50528379e-01
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 [ -7.61364625e-02  -4.12082584e-02   2.73957480e-01   9.42125064e-02
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 [  7.27711428e-02   6.88123007e-02   9.82361172e-02   1.20858043e-01
   -4.70202485e-02  -3.58968607e-02   1.78619520e-01   1.18740272e-01
   -1.57244201e-02  -2.38681410e-02]
 [  1.36087809e-02  -1.15435614e-01  -2.86023553e-01  -3.59243787e-02
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 [  5.02361569e-02   3.31506740e-02  -1.21578331e-01   3.73091671e-02
   -8.81393065e-02   3.29850165e-01   2.31687420e-01   2.06550703e-01
   -1.72855355e-01  -5.12921793e-02]
 [  9.56185783e-03  -6.54776605e-03   1.21618113e-01   1.11229571e-01
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 [  1.06077201e-01   8.17694391e-02  -5.08729193e-02  -1.07606630e-01
   -1.13518884e-01  -3.28891905e-01   9.93878140e-02   8.63414237e-03
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 [ -9.78096992e-02   2.36899599e-02  -1.50305464e-02   2.32133159e-02
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 [ -1.28348680e-01  -7.20586771e-03  -1.89852811e-01   1.80275198e-02
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 [  4.37548679e-02   1.50461483e-01  -3.78315719e-02  -2.37432950e-02
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   -1.02784367e-01  -2.52412699e-01]
 [  7.21939733e-02  -9.27773471e-02   1.47127295e-02   5.17728454e-02
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    1.22002240e-01  -2.34946764e-01]
 [  8.62307451e-02  -1.77851686e-01  -5.46500821e-03  -2.13667495e-03
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   -2.81895355e-01  -9.48006497e-02]
 [ -6.86686362e-02  -2.94408223e-01   3.96641885e-02  -6.37262725e-02
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 [ -2.02557393e-01  -1.27490527e-01   9.62879357e-02   6.69091006e-02
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   -2.24187632e-03  -8.18881367e-03]
 [ -7.58657361e-02   6.67112162e-02   3.10875403e-01  -6.88693002e-02
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   -1.23341659e-01   1.57190760e-01]
 [ -5.99497538e-02  -2.13817125e-02  -1.47782983e-01  -6.62206964e-03
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 [  8.35877335e-02   1.49271643e-01   1.49077269e-01  -1.33749732e-01
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 [  2.58074010e-01   6.36178862e-02  -1.28422173e-01   1.92142014e-01
   -5.58532300e-01  -2.31124339e-01  -1.91869934e-01   1.81900702e-01
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 [  4.17962553e-02   1.29468729e-01   2.49091752e-01   2.43331090e-01
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   -1.45071261e-01  -2.94841114e-01]
 [  4.96511753e-02   2.07047088e-02  -1.04787649e-01  -1.68521838e-02
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    6.34650108e-02   2.47411683e-01]
 [ -1.08665590e-02  -8.32708179e-02  -7.11298921e-02  -6.68029460e-02
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    2.57588458e-02  -6.66671741e-03]
 [  3.10092653e-03  -9.20950065e-03   2.33158046e-01   3.77733128e-02
   -1.09645385e-01  -1.16987062e-01   1.96926911e-01   4.02874249e-02
   -2.13982303e-01   7.48959565e-02]
 [  3.72463142e-02  -6.56765188e-02   9.22722929e-02  -4.16351606e-02
   -8.39817786e-02   8.99952158e-02   1.70574209e-01  -2.71291220e-01
   -5.45547358e-02  -1.37558799e-01]
 [ -3.72281264e-02   8.86337905e-03   7.27376195e-02  -6.74804822e-02
    8.80830602e-02   1.96822804e-01   1.76228118e-01   1.17993875e-01
   -4.94487369e-02   1.42430247e-01]
 [  2.29979419e-01   7.49688737e-02   3.41754929e-02   9.42441596e-02
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   -4.41799173e-02  -2.64627754e-04]
 [ -2.74267736e-02  -2.04735160e-01  -1.69707145e-02  -5.93250992e-02
   -9.48516549e-02  -8.19673004e-02  -1.16328303e-02   4.16537398e-02
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 [ -1.30414114e-01   2.04219669e-01   3.41162438e-02   1.75268796e-01
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 [  3.59571475e-02   2.15982039e-01  -1.17568026e-02   2.15458381e-01
   -1.99094834e-01   6.00479709e-03  -9.50553214e-02   1.53552521e-01
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 [  1.99482949e-01   1.33637279e-01   2.12771601e-01   4.76307028e-02
   -8.68819293e-02   1.24049323e-01  -2.30156113e-02   1.64920548e-01
    1.64548710e-01  -2.45330663e-02]
 [ -1.02838080e-01   1.35666162e-01   2.26625919e-01  -2.91251900e-02
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   -6.82514693e-02   4.27810570e-03]
 [ -1.03956100e-01  -2.55472185e-02   2.16133842e-02   8.02544697e-02
   -1.08656905e-02   1.21828818e-01   2.79214051e-01   2.05881586e-02
   -2.84794067e-01  -1.05454939e-01]
 [ -1.81924473e-01   8.66552784e-02  -7.45991989e-02  -2.91816937e-01
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   -1.68656895e-01   8.93321521e-02]
 [  8.56332276e-02  -1.53046540e-01  -8.95071135e-02  -5.47248816e-02
    1.75876323e-02  -1.77834200e-02  -5.94312682e-02   1.52235117e-01
   -8.33675808e-02  -9.98215347e-02]
 [  1.52950959e-01  -1.20967756e-01  -1.37372097e-01  -7.92910776e-04
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 [ -1.29595882e-01   1.65898719e-01   2.51509995e-01  -4.19343243e-02
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   -1.38871752e-01  -7.09381171e-02]
 [ -3.39078693e-01   1.72415811e-01   1.62220350e-02  -9.13139454e-03
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   -8.45314011e-02   1.12326600e-01]
 [  1.44935883e-01   1.31614399e-01  -2.42952903e-01  -1.02959969e-01
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   -1.30019850e-02  -1.91995383e-01]
 [  2.13109452e-01  -1.13516318e-01   6.15028943e-02  -1.85673026e-02
   -1.61367927e-02  -3.06098146e-02  -5.46694863e-02  -1.36525694e-01
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 [ -9.79679705e-02   1.36827009e-02   1.23525660e-01   1.20637370e-01
   -6.42455086e-02  -1.14175250e-01   2.03278913e-01  -7.64730151e-02
    1.90977587e-01   1.04541592e-02]
 [  2.54952233e-02  -8.12771326e-02   2.18295118e-01  -2.15865293e-01
    5.19310213e-02   1.06345987e-01  -4.01402776e-02  -1.11505323e-01
    3.64893328e-02   2.70187795e-01]]
[[ 0.29604576]
 [ 0.87531176]
 [ 0.17365189]
 [ 0.37348072]
 [-1.35162819]
 [-0.19899871]
 [-0.90893766]
 [-0.0221412 ]
 [ 0.27921492]
 [ 0.50243592]]
Progress: 6.2% ... Training loss: 0.556 ... Validation loss: 0.848[[  1.33136398e-01   2.68799483e-01  -1.30553801e-01   7.72699476e-02
   -6.29937212e-01  -4.80473125e-02  -1.16801842e-01   1.29590545e-01
   -1.21390330e-01   1.90332475e-01]
 [  2.04922791e-02   1.91646414e-01  -1.71671993e-02   4.61701408e-02
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    1.43440433e-01  -1.94793417e-02]
 [  2.31689733e-01   4.84643090e-01   5.01127032e-02   1.98829595e-01
   -2.18954521e-01  -9.47623396e-02  -6.67649176e-01  -3.31955516e-02
    1.54472886e-01   4.55977333e-01]
 [ -6.57076913e-02  -4.40453892e-01  -2.65568235e-01  -6.54533310e-02
    3.69912924e-01   1.97645525e-01   3.10640125e-01   5.73620939e-02
   -2.79075467e-02  -2.80085794e-02]
 [ -2.28994714e-03   2.24414511e-01  -1.48217577e-01   4.81164971e-02
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   -2.01772402e-01   6.64556250e-02]
 [ -3.58033911e-01  -2.71166857e-01  -2.92154645e-01   1.22348619e-01
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   -2.75155507e-02   1.78234335e-02]
 [ -9.68247368e-04  -1.06105664e-01   1.19153627e-02   1.08680648e-01
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[[ 0.26527105]
 [ 0.84512113]
 [ 0.14319167]
 [ 0.34111618]
 [-1.38454066]
 [-0.22767133]
 [-0.9417722 ]
 [-0.0497682 ]
 [ 0.24910948]
 [ 0.46766628]]
Progress: 6.2% ... Training loss: 0.541 ... Validation loss: 0.894[[ 0.13373221  0.2698696  -0.13022292  0.07804923 -0.63190062 -0.04859271
  -0.11852128  0.12946509 -0.12074289  0.19139249]
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 [ 0.037003   -0.06636564  0.09213455 -0.04194047 -0.0830294   0.09016858
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   0.1754792   0.11795312 -0.04930494  0.14271494]
 [ 0.22903887  0.0723636   0.03362127  0.09298378  0.0132216  -0.02665491
  -0.17248904  0.14740075 -0.04513332 -0.00190028]
 [-0.02714473 -0.20388429 -0.0168193  -0.05893574 -0.09627229 -0.08222636
  -0.0125868   0.04159586  0.0455396   0.09613435]
 [-0.12886985  0.20815304  0.03500571  0.17726473 -0.39462371 -0.21393222
  -0.27014006 -0.07124713  0.09639178  0.09268461]
 [ 0.0361086   0.21663277 -0.01161256  0.2156862  -0.19950384  0.00585482
  -0.09552643  0.15353539  0.03781517  0.29476501]
 [ 0.20042677  0.13635535  0.21335934  0.04895057 -0.09150494  0.12327339
  -0.02607481  0.16479904  0.1655191  -0.02283661]
 [-0.10263716  0.13645068  0.22673744 -0.02884946  0.11040744  0.15036665
  -0.00638249 -0.01430208 -0.06805831  0.00472355]
 [-0.1038426  -0.0251995   0.02166047  0.08040155 -0.01147388  0.12172845
   0.27875729  0.02056659 -0.28468882 -0.10525375]
 [-0.18236943  0.08531977 -0.07485197 -0.29240214  0.00812833  0.09803731
  -0.01096024  0.10300046 -0.16906852  0.08856574]
 [ 0.08492719 -0.15523934 -0.0899466  -0.05567575  0.0209978  -0.01726897
  -0.05733893  0.15230146 -0.08407952 -0.10104725]
 [ 0.15220245 -0.12289166 -0.13781602 -0.00175463  0.1513038  -0.06036677
  -0.05391772 -0.14664711  0.13167704 -0.09376269]
 [-0.12983187  0.16524914  0.25138765 -0.04212133  0.20039794  0.09944025
  -0.01605809 -0.29710771 -0.13905553 -0.07121413]
 [-0.33919601  0.17235771  0.01615131 -0.00919906  0.02881327 -0.17706287
  -0.12404699  0.23466818 -0.08461543  0.11236466]
 [ 0.14460015  0.13014025 -0.24312992 -0.10340923  0.09805889 -0.2852535
  -0.0070368  -0.16695027 -0.01328546 -0.19260608]
 [ 0.21176388 -0.11813798  0.06066006 -0.02042563 -0.00887716 -0.02964932
  -0.0500734  -0.13640633  0.10992852 -0.17137476]
 [-0.09893598  0.01075671  0.12296521  0.11938435 -0.05924596 -0.11346022
   0.20630981 -0.07635306  0.19007872  0.00890965]
 [ 0.02414597 -0.08467327  0.21750985 -0.21757855  0.05786495  0.10723122
  -0.03617888 -0.11139905  0.03526501  0.26800493]]
[[ 0.25907388]
 [ 0.84212794]
 [ 0.13822489]
 [ 0.33869347]
 [-1.39160347]
 [-0.23064786]
 [-0.94637423]
 [-0.05290979]
 [ 0.24319361]
 [ 0.46426529]]
Progress: 6.2% ... Training loss: 0.542 ... Validation loss: 0.902[[  1.34650305e-01   2.72722863e-01  -1.29740456e-01   7.91556361e-02
   -6.34439223e-01  -4.94438311e-02  -1.21273268e-01   1.29283587e-01
   -1.19942181e-01   1.93032344e-01]
 [  2.03647716e-02   1.91252911e-01  -1.72378288e-02   4.59993742e-02
    7.52233030e-02  -8.18319560e-03   2.79815721e-01   4.14543270e-02
    1.43317870e-01  -1.96985643e-02]
 [  2.31170629e-01   4.84037805e-01   4.97654626e-02   1.97945545e-01
   -2.13141523e-01  -9.43114644e-02  -6.65270596e-01  -3.30777750e-02
    1.53836035e-01   4.55002937e-01]
 [ -6.50339159e-02  -4.38895605e-01  -2.65185072e-01  -6.44385985e-02
    3.63690376e-01   1.97107806e-01   3.08242983e-01   5.72298258e-02
   -2.73462221e-02  -2.65135077e-02]
 [ -2.72466814e-03   2.23200452e-01  -1.48404790e-01   4.75475203e-02
    1.00271406e-01  -1.76340650e-01  -3.28779794e-02  -1.19165587e-01
   -2.02103575e-01   6.53074782e-02]
 [ -3.57405999e-01  -2.70076212e-01  -2.91814865e-01   1.23191316e-01
    1.79268139e-01   6.41229851e-02  -6.88090539e-03  -3.29900550e-02
   -2.68447749e-02   1.87928916e-02]
 [ -3.94084276e-04  -1.03975158e-01   1.22221427e-02   1.09408368e-01
   -1.79722606e-01  -7.51731495e-02   1.32646101e-01  -1.88195674e-01
    1.85300774e-01   6.03545204e-02]
 [  1.19952437e-01  -1.48186825e-01   3.29018151e-02  -6.06609171e-02
    1.26599611e-01  -4.45912043e-02  -4.00235302e-02   1.24494646e-01
    6.73838848e-02   8.09636456e-03]
 [ -1.42541883e-01   2.20603315e-02  -2.94585743e-01   1.90498735e-02
   -1.76483296e-01   5.67404753e-02  -3.31545784e-01  -2.59685425e-02
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 [  3.46455524e-02  -1.98744973e-01   7.29965837e-02  -7.90796828e-03
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   -4.44393026e-02   1.31596124e-01]
 [ -6.64555692e-02   1.64758594e-01   4.18135996e-03  -1.45296434e-01
   -6.52986627e-02   2.16508614e-02   1.82309480e-02  -1.01287013e-01
   -1.35850492e-02  -1.03460300e-01]
 [ -5.62186386e-02   1.26961410e-01  -4.65141549e-02   5.90616528e-02
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   -1.14284774e-01  -1.24202609e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.05132516e-01  -9.47123660e-02   1.23610402e-01   2.78951460e-01
   -1.66107848e-01  -8.53262111e-02  -1.61988750e-01  -2.54346750e-01
   -2.01412305e-01   2.28478561e-02]
 [  1.07387547e-01  -4.50940799e-02  -2.32187066e-02   9.87219859e-02
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    1.57924554e-02   7.13381988e-03]
 [  1.87375110e-02  -6.63049649e-02  -2.19356253e-01   1.21626880e-01
   -5.01546647e-03   1.01601113e-01  -5.10385923e-02  -1.88683776e-02
   -1.17263823e-01  -2.87337829e-02]
 [ -1.29041581e-01  -5.04564704e-02  -2.07283479e-01   1.47954291e-01
   -4.03052999e-02   1.37398937e-01   1.38729093e-02  -2.50562894e-01
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 [ -7.67254894e-02  -4.28548487e-02   2.73635424e-01   9.34513878e-02
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    6.32519716e-02   2.99425008e-02]
 [  7.22788236e-02   6.74848121e-02   9.79287330e-02   1.20169558e-01
   -4.41097380e-02  -3.54869754e-02   1.80272583e-01   1.18814351e-01
   -1.62304335e-02  -2.48473957e-02]
 [  1.25744984e-02  -1.17876774e-01  -2.86627061e-01  -3.72057932e-02
    2.04401948e-01  -9.73710802e-02   1.39289072e-01   1.63391518e-01
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 [  5.06779278e-02   3.36389739e-02  -1.21270904e-01   3.79369029e-02
   -8.87298134e-02   3.29479753e-01   2.31164207e-01   2.06508858e-01
   -1.72356107e-01  -5.06761098e-02]
 [  9.29423065e-03  -7.23435428e-03   1.21399860e-01   1.10852919e-01
   -4.11397106e-02   1.09118794e-01  -2.27675604e-01  -3.79499204e-02
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 [  1.06319809e-01   8.24721034e-02  -5.07546266e-02  -1.07292131e-01
   -1.14493297e-01  -3.29060184e-01   9.87842653e-02   8.59078421e-03
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 [ -9.84298614e-02   2.18571389e-02  -1.53505136e-02   2.24248686e-02
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 [ -1.28383746e-01  -7.28660152e-03  -1.89883961e-01   1.79716108e-02
   -3.16724969e-01  -1.17149938e-02  -6.59400885e-02  -2.21333007e-02
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 [  4.19657423e-02   1.45014804e-01  -3.88666754e-02  -2.61081886e-02
    1.90690719e-01   2.33254810e-01   3.04029647e-01   1.12671496e-01
   -1.04499637e-01  -2.55579547e-01]
 [  7.11081662e-02  -9.62865189e-02   1.41091407e-02   5.03235009e-02
    2.51371799e-01   4.87661575e-02   2.14096038e-01   9.06627060e-02
    1.20961087e-01  -2.36823033e-01]
 [  8.48717782e-02  -1.81931525e-01  -6.24383852e-03  -3.93437676e-03
    3.30308485e-01  -2.04741888e-02   2.18234931e-01   4.76106466e-02
   -2.83204646e-01  -9.72222505e-02]
 [ -7.07349479e-02  -3.00441704e-01   3.84989351e-02  -6.64035231e-02
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    3.51523066e-02   2.21594561e-01]
 [ -2.03595255e-01  -1.30595467e-01   9.56902783e-02   6.55678230e-02
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   -3.22145738e-03  -9.97695501e-03]
 [ -7.77712736e-02   6.09473447e-02   3.09787522e-01  -7.13878633e-02
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   -1.25138458e-01   1.53994078e-01]
 [ -6.01242435e-02  -2.19253647e-02  -1.47880479e-01  -6.85532914e-03
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 [  8.39629275e-02   1.50437700e-01   1.49262300e-01  -1.33199575e-01
    7.00420333e-02   7.07634738e-02  -4.72311491e-02   2.86644982e-01
    4.21985514e-02   1.22008929e-01]
 [  2.59659642e-01   6.76298442e-02  -1.27557382e-01   1.94207414e-01
   -5.65957236e-01  -2.32456533e-01  -1.96876906e-01   1.81619065e-01
    2.87316410e-01  -1.86322519e-01]
 [  4.19087725e-02   1.29891051e-01   2.49154040e-01   2.43494826e-01
   -2.55693292e-02  -1.88779470e-01  -1.51454876e-01  -1.30899834e-01
   -1.44975892e-01  -2.94632651e-01]
 [  4.97006331e-02   2.08983902e-02  -1.04759980e-01  -1.67849108e-02
    1.31819619e-01   2.72993293e-02  -8.16612537e-02  -1.83954711e-01
    6.35063539e-02   2.47473856e-01]
 [ -1.10449615e-02  -8.38848042e-02  -7.12371362e-02  -6.70200751e-02
    3.98627059e-02  -1.67282680e-01   1.21744411e-01   9.88430861e-03
    2.56100599e-02  -6.94831420e-03]
 [  4.30239756e-03  -5.12339388e-03   2.33811016e-01   3.93616265e-02
   -1.15201857e-01  -1.18119599e-01   1.92608671e-01   4.00202972e-02
   -2.12839647e-01   7.70757941e-02]
 [  3.70257122e-02  -6.62184602e-02   9.21506320e-02  -4.19068902e-02
   -8.31446025e-02   9.01347201e-02   1.71303641e-01  -2.71273754e-01
   -5.47587097e-02  -1.37959162e-01]
 [ -3.72749683e-02   8.86692416e-03   7.26719380e-02  -6.75760036e-02
    8.82879755e-02   1.96870665e-01   1.76011027e-01   1.18000504e-01
   -4.95204281e-02   1.42333946e-01]
 [  2.29491537e-01   7.42414855e-02   3.38896198e-02   9.36841941e-02
    1.03747821e-02  -2.71475542e-02  -1.74259739e-01   1.47295597e-01
   -4.46446239e-02  -1.03681188e-03]
 [ -2.70921147e-02  -2.03711151e-01  -1.67917965e-02  -5.88678738e-02
   -9.65566976e-02  -8.22710907e-02  -1.27697031e-02   4.15850581e-02
    4.55883686e-02   9.62154107e-02]
 [ -1.28286530e-01   2.09983325e-01   3.53190615e-02   1.77995734e-01
   -3.96967880e-01  -2.14444802e-01  -2.71855732e-01  -7.13626727e-02
    9.69173637e-02   9.37311056e-02]
 [  3.66143294e-02   2.18131286e-01  -1.13407871e-02   2.16347330e-01
   -2.02128721e-01   5.39685862e-03  -9.71043065e-02   1.53426634e-01
    3.82990992e-02   2.95584547e-01]
 [  2.00743013e-01   1.37444646e-01   2.13545683e-01   4.94073148e-02
   -9.32664184e-02   1.22960590e-01  -2.72989129e-02   1.64728592e-01
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 [ -1.02718438e-01   1.36201197e-01   2.26692713e-01  -2.89501112e-02
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   -6.81301714e-02   4.56639443e-03]
 [ -1.03788920e-01  -2.49279160e-02   2.16899846e-02   8.04783373e-02
   -1.18763725e-02   1.21680886e-01   2.78529438e-01   2.05583850e-02
   -2.84647757e-01  -1.05147179e-01]
 [ -1.82458654e-01   8.50274993e-02  -7.48988952e-02  -2.92520955e-01
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   -1.69151203e-01   8.84024669e-02]
 [  8.48747619e-02  -1.55415795e-01  -8.99752107e-02  -5.57472615e-02
    2.12544532e-02  -1.72230433e-02  -5.71436216e-02   1.52311822e-01
   -8.41221384e-02  -1.01144138e-01]
 [  1.53757485e-01  -1.17710056e-01  -1.36959564e-01   3.42697423e-04
    1.43938410e-01  -6.18151853e-02  -5.92341514e-02  -1.46977797e-01
    1.33195563e-01  -9.09706822e-02]
 [ -1.30000328e-01   1.64391860e-01   2.51300077e-01  -4.23254918e-02
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   -1.39208291e-01  -7.16275600e-02]
 [ -3.39995620e-01   1.70110623e-01   1.57183685e-02  -1.02380438e-02
    3.27679434e-02  -1.76389657e-01  -1.21377756e-01   2.34832179e-01
   -8.53619889e-02   1.11010400e-01]
 [  1.44758579e-01   1.30704406e-01  -2.43037380e-01  -1.03204507e-01
    9.72028785e-02  -2.85407193e-01  -7.40504634e-03  -1.66984575e-01
   -1.31514001e-02  -1.92313913e-01]
 [  2.12227224e-01  -1.16780262e-01   6.08988675e-02  -1.99196051e-02
   -1.05428802e-02  -3.00054251e-02  -5.13529183e-02  -1.36486697e-01
    1.10313934e-01  -1.70650374e-01]
 [ -9.88615499e-02   1.09398946e-02   1.23007963e-01   1.19461515e-01
   -5.94856847e-02  -1.13530240e-01   2.05994072e-01  -7.63687342e-02
    1.90111639e-01   9.10012594e-03]
 [  2.43092883e-02  -8.43857384e-02   2.17596286e-01  -2.17299872e-01
    5.71822342e-02   1.07042148e-01  -3.65165972e-02  -1.11442790e-01
    3.54594483e-02   2.68173584e-01]]
[[ 0.27642601]
 [ 0.85318559]
 [ 0.15043597]
 [ 0.35413241]
 [-1.386488  ]
 [-0.21955896]
 [-0.93895892]
 [-0.04148134]
 [ 0.26049958]
 [ 0.47737275]]
Progress: 6.3% ... Training loss: 0.536 ... Validation loss: 0.872[[  1.35660953e-01   2.74579338e-01  -1.29154923e-01   8.04515879e-02
   -6.38314558e-01  -5.02853450e-02  -1.23494950e-01   1.29124895e-01
   -1.18854307e-01   1.94547174e-01]
 [  2.05539427e-02   1.91641468e-01  -1.71381935e-02   4.62398981e-02
    7.43672271e-02  -8.31361952e-03   2.79275005e-01   4.14248573e-02
    1.43504840e-01  -1.94258492e-02]
 [  2.30919467e-01   4.83038928e-01   4.96249232e-02   1.97532073e-01
   -2.11168686e-01  -9.41535584e-02  -6.63661177e-01  -3.30377181e-02
    1.53564982e-01   4.54457100e-01]
 [ -6.50461557e-02  -4.38978773e-01  -2.65199145e-01  -6.43986286e-02
    3.63197631e-01   1.97121472e-01   3.08055553e-01   5.72265964e-02
   -2.74119214e-02  -2.62618629e-02]
 [ -4.26690888e-03   2.19317417e-01  -1.49209704e-01   4.55791138e-02
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   -2.03314648e-01   6.28529992e-02]
 [ -3.56760924e-01  -2.68737399e-01  -2.91468100e-01   1.24049263e-01
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   -2.61511913e-02   1.97241668e-02]
 [ -4.13091638e-04  -1.04118378e-01   1.21967501e-02   1.09369569e-01
   -1.79696959e-01  -7.51757821e-02   1.32818238e-01  -1.88191691e-01
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[[ 0.28610772]
 [ 0.86398271]
 [ 0.16057822]
 [ 0.36611843]
 [-1.3845306 ]
 [-0.21032617]
 [-0.93301371]
 [-0.03173219]
 [ 0.27220749]
 [ 0.48679042]]
Progress: 6.3% ... Training loss: 0.536 ... Validation loss: 0.855[[  1.36395936e-01   2.75582584e-01  -1.28754235e-01   8.13448134e-02
   -6.40684727e-01  -5.08287832e-02  -1.24141371e-01   1.29036623e-01
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 [  2.30379823e-01   4.81304734e-01   4.92763800e-02   1.96659878e-01
   -2.07529555e-01  -9.37813865e-02  -6.60809456e-01  -3.29673315e-02
    1.52948871e-01   4.53061190e-01]
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   -2.78428749e-02  -2.66387230e-02]
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[[ 0.28686056]
 [ 0.86727602]
 [ 0.16048249]
 [ 0.36745566]
 [-1.39042004]
 [-0.21117089]
 [-0.93758036]
 [-0.03194673]
 [ 0.27269725]
 [ 0.48793401]]
Progress: 6.4% ... Training loss: 0.534 ... Validation loss: 0.853[[  1.36220337e-01   2.74925415e-01  -1.28790259e-01   8.12095503e-02
   -6.39569521e-01  -5.07434308e-02  -1.22622928e-01   1.29042124e-01
   -1.18090004e-01   1.94768589e-01]
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 [  2.31340532e-01   4.84157393e-01   4.98975744e-02   1.98041797e-01
   -2.11481737e-01  -9.46183000e-02  -6.62727202e-01  -3.30922905e-02
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   -2.73292310e-02  -2.55089477e-02]
 [ -4.60201425e-03   2.17938776e-01  -1.49312384e-01   4.51020398e-02
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   -6.76429438e-02   5.41500591e-03]
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   -2.84734697e-01  -1.05352195e-01]
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   -1.70163526e-01   8.66167800e-02]
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   -8.56457838e-02  -1.03872654e-01]
 [  1.53400136e-01  -1.18963451e-01  -1.37202272e-01  -2.43209680e-04
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 [ -1.28720522e-01   1.67286552e-01   2.51980154e-01  -4.06688506e-02
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   -1.37927699e-01  -6.98874144e-02]
 [ -3.40113314e-01   1.69553950e-01   1.56861959e-02  -1.03631407e-02
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   -8.54387083e-02   1.10687089e-01]
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   -1.36683058e-02  -1.93257435e-01]
 [  2.12346650e-01  -1.16615561e-01   6.09956879e-02  -1.97902112e-02
   -1.06219697e-02  -3.01418520e-02  -5.10438007e-02  -1.36502039e-01
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 [ -1.00140147e-01   7.14389529e-03   1.22283673e-01   1.17756522e-01
   -5.29494697e-02  -1.12623994e-01   2.10183103e-01  -7.62142235e-02
    1.88874868e-01   6.98456534e-03]
 [  2.50602568e-02  -8.22327207e-02   2.18049683e-01  -2.16202019e-01
    5.33613078e-02   1.06429030e-01  -3.80253670e-02  -1.11553731e-01
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[[ 0.28026579]
 [ 0.86022277]
 [ 0.15352147]
 [ 0.35822017]
 [-1.40378481]
 [-0.21913843]
 [-0.9508927 ]
 [-0.03836331]
 [ 0.26525257]
 [ 0.4820402 ]]
Progress: 6.5% ... Training loss: 0.531 ... Validation loss: 0.864[[  1.38214218e-01   2.78732332e-01  -1.27603036e-01   8.37103111e-02
   -6.46157193e-01  -5.22323010e-02  -1.26782724e-01   1.28744094e-01
   -1.16041406e-01   1.97599392e-01]
 [  2.05487831e-02   1.91527729e-01  -1.71444480e-02   4.62351260e-02
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    1.43501852e-01  -1.94321766e-02]
 [  2.31785508e-01   4.84689353e-01   5.02704250e-02   1.98471850e-01
   -2.09544467e-01  -9.49606450e-02  -6.63552021e-01  -3.31697705e-02
    1.54404364e-01   4.54631697e-01]
 [ -6.50116806e-02  -4.37457499e-01  -2.65139588e-01  -6.42164143e-02
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   -2.73657494e-02  -2.50590114e-02]
 [ -3.75856559e-03   2.20185737e-01  -1.48891247e-01   4.62370421e-02
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   -2.02672663e-01   6.25393961e-02]
 [ -3.56166782e-01  -2.67475164e-01  -2.91188269e-01   1.24784642e-01
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   -2.55228665e-02   2.07212524e-02]
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   -4.42628659e-02   1.29837372e-01]
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   -1.27004122e-02  -1.01857745e-01]
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   -1.14461617e-01  -1.24687197e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.05037872e-01  -9.48754341e-02   1.23665480e-01   2.79103736e-01
   -1.66240433e-01  -8.54686221e-02  -1.62026778e-01  -2.54374406e-01
   -2.01200065e-01   2.28956978e-02]
 [  1.08617612e-01  -4.19817255e-02  -2.25819362e-02   1.00323379e-01
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 [  1.96805367e-02  -6.37655988e-02  -2.18866876e-01   1.22764056e-01
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   -1.16357345e-01  -2.72374227e-02]
 [ -1.30854858e-01  -5.56155489e-02  -2.08293012e-01   1.45632161e-01
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 [ -7.69015684e-02  -4.32125766e-02   2.73539229e-01   9.32360665e-02
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 [  7.14699799e-02   6.47469373e-02   9.74732205e-02   1.19053724e-01
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   -1.70103899e-02  -2.64540065e-02]
 [  1.26214842e-02  -1.17979229e-01  -2.86586159e-01  -3.71365615e-02
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 [  5.11558641e-02   3.29891777e-02  -1.20943014e-01   3.85012715e-02
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   -1.71800793e-01  -5.01904396e-02]
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 [  4.02922330e-02   1.40006300e-01  -3.97938305e-02  -2.82836077e-02
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   -1.06090993e-01  -2.58490505e-01]
 [  6.95901385e-02  -1.00820640e-01   1.32503808e-02   4.83606960e-02
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 [  8.33896616e-02  -1.86275666e-01  -7.07352107e-03  -5.88833844e-03
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   -2.84611826e-01  -9.98238913e-02]
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   -4.51884443e-03  -1.22669031e-02]
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   -1.26756080e-01   1.51249345e-01]
 [ -6.10293235e-02  -2.45761596e-02  -1.48372505e-01  -8.03884212e-03
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 [  8.54646901e-02   1.54827074e-01   1.50113129e-01  -1.31165896e-01
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 [  2.61442646e-01   7.24166017e-02  -1.26612252e-01   1.96522693e-01
   -5.74212875e-01  -2.33849472e-01  -2.02449394e-01   1.81366953e-01
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 [  4.25229627e-02   1.31639947e-01   2.49502331e-01   2.44264983e-01
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   -1.44401712e-01  -2.93604913e-01]
 [  4.94104887e-02   1.99928499e-02  -1.04932063e-01  -1.71642005e-02
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    2.63119671e-02  -5.88098455e-03]
 [  4.20977114e-03  -5.41998394e-03   2.33749311e-01   3.92324784e-02
   -1.14490547e-01  -1.18105855e-01   1.92864600e-01   4.00294097e-02
   -2.12954970e-01   7.68732649e-02]
 [  3.75869043e-02  -6.44865348e-02   9.24361627e-02  -4.11401650e-02
   -8.62666344e-02   8.96557202e-02   1.69352272e-01  -2.71362527e-01
   -5.42347618e-02  -1.36996347e-01]
 [ -3.77272329e-02   8.04766208e-03   7.23489497e-02  -6.82538499e-02
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   -5.00389412e-02   1.41608887e-01]
 [  2.28744079e-01   7.25775504e-02   3.34722977e-02   9.26970745e-02
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   -4.54188144e-02  -2.43841573e-03]
 [ -2.60695209e-02  -2.00633336e-01  -1.62445886e-02  -5.75411205e-02
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 [  2.02162172e-01   1.41285161e-01   2.14397984e-01   5.13188189e-02
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   -6.77126590e-02   5.28820362e-03]
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   -2.84737316e-01  -1.05372757e-01]
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   -1.70417001e-01   8.61718891e-02]
 [  8.29563435e-02  -1.61276156e-01  -9.10538392e-02  -5.83043291e-02
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   -8.59843734e-02  -1.04477902e-01]
 [  1.53788953e-01  -1.17852086e-01  -1.36986092e-01   2.52604438e-04
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 [ -1.28170855e-01   1.68415083e-01   2.52304842e-01  -4.00196430e-02
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   -1.37418492e-01  -6.91077222e-02]
 [ -3.40869211e-01   1.67130944e-01   1.52595516e-02  -1.14417236e-02
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   -8.61717746e-02   1.09231060e-01]
 [  1.44563201e-01   1.28939142e-01  -2.43144855e-01  -1.03485761e-01
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   -1.33311035e-02  -1.92650296e-01]
 [  2.12181363e-01  -1.17104056e-01   6.09035012e-02  -2.00409166e-02
   -9.53808459e-03  -3.00095655e-02  -5.04627174e-02  -1.36476431e-01
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 [ -9.96451107e-02   8.49099032e-03   1.22567849e-01   1.18416883e-01
   -5.55575050e-02  -1.13053615e-01   2.08897383e-01  -7.62907672e-02
    1.89378725e-01   7.69094908e-03]
 [  2.50779441e-02  -8.25471715e-02   2.18062603e-01  -2.16149026e-01
    5.35241658e-02   1.06421637e-01  -3.76296563e-02  -1.11557692e-01
    3.62892737e-02   2.69062219e-01]]
[[ 0.28867706]
 [ 0.87260263]
 [ 0.15870015]
 [ 0.3686278 ]
 [-1.40651517]
 [-0.21543055]
 [-0.94906134]
 [-0.03221408]
 [ 0.27199933]
 [ 0.49326036]]
Progress: 6.5% ... Training loss: 0.530 ... Validation loss: 0.849[[  1.38990202e-01   2.79982217e-01  -1.27116324e-01   8.48092889e-02
   -6.47997896e-01  -5.27268315e-02  -1.27085497e-01   1.28630961e-01
   -1.15149669e-01   1.98627391e-01]
 [  2.04785985e-02   1.91299961e-01  -1.71858018e-02   4.61394887e-02
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    1.43432347e-01  -1.95604531e-02]
 [  2.31620703e-01   4.83952641e-01   5.02720180e-02   1.98295531e-01
   -2.06437248e-01  -9.47308413e-02  -6.61457242e-01  -3.31681522e-02
    1.54336502e-01   4.54275675e-01]
 [ -6.57780607e-02  -4.39318766e-01  -2.65613763e-01  -6.51119352e-02
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   -2.81092561e-02  -2.61469348e-02]
 [ -3.49188010e-03   2.21250917e-01  -1.48655769e-01   4.66599257e-02
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   -2.02264070e-01   6.30035157e-02]
 [ -3.55613294e-01  -2.66175134e-01  -2.90963935e-01   1.25470487e-01
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   -2.49954217e-02   2.15386653e-02]
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 [  2.48244253e-02  -8.32396171e-02   2.17937781e-01  -2.16461753e-01
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[[ 0.28751651]
 [ 0.87207779]
 [ 0.15422478]
 [ 0.36689381]
 [-1.41960152]
 [-0.22177886]
 [-0.95987594]
 [-0.03645259]
 [ 0.27054404]
 [ 0.48883448]]
Progress: 6.5% ... Training loss: 0.527 ... Validation loss: 0.853[[  1.39888643e-01   2.81366383e-01  -1.26653479e-01   8.58663677e-02
   -6.50418561e-01  -5.33821546e-02  -1.28823276e-01   1.28513564e-01
   -1.14277115e-01   2.00024087e-01]
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 [  2.30038940e-01   4.79907083e-01   4.94538830e-02   1.96086960e-01
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   -2.72032395e-02  -2.40506303e-02]
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   -1.14651909e-01  -1.25117657e-01]
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[[ 0.28717623]
 [ 0.8726991 ]
 [ 0.15475605]
 [ 0.3709458 ]
 [-1.4230846 ]
 [-0.2186435 ]
 [-0.95830846]
 [-0.03537392]
 [ 0.27345228]
 [ 0.48883371]]
Progress: 6.6% ... Training loss: 0.525 ... Validation loss: 0.850[[  1.41151930e-01   2.84915852e-01  -1.25838763e-01   8.75983478e-02
   -6.55518130e-01  -5.43209309e-02  -1.32266890e-01   1.28329581e-01
   -1.12894082e-01   2.02079510e-01]
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   -2.07278731e-01  -9.47754430e-02  -6.61249617e-01  -3.32156761e-02
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   -2.86659384e-02  -2.62619311e-02]
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   -1.14804521e-01  -1.25465949e-01]
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 [ -3.42411451e-01   1.61831561e-01   1.44295938e-02  -1.35065178e-02
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   -8.75681215e-02   1.06667367e-01]
 [  1.45890444e-01   1.32530173e-01  -2.42340326e-01  -1.01666606e-01
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   -1.19785925e-02  -1.90520614e-01]
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   -1.16144619e-02  -3.05577619e-02  -5.13743579e-02  -1.36576125e-01
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 [ -9.92706016e-02   9.76018533e-03   1.22776218e-01   1.18847008e-01
   -5.70220031e-02  -1.13294162e-01   2.07495136e-01  -7.63328988e-02
    1.89747656e-01   8.33656919e-03]
 [  2.45924725e-02  -8.47267176e-02   2.17788534e-01  -2.16748320e-01
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[[ 0.30496908]
 [ 0.89394678]
 [ 0.16482198]
 [ 0.38629605]
 [-1.42242088]
 [-0.21343474]
 [-0.95712297]
 [-0.02566364]
 [ 0.2875989 ]
 [ 0.50473245]]
Progress: 6.7% ... Training loss: 0.530 ... Validation loss: 0.830[[  1.41499052e-01   2.85619015e-01  -1.25622049e-01   8.80035552e-02
   -6.55227541e-01  -5.45430200e-02  -1.32824373e-01   1.28295339e-01
   -1.12458811e-01   2.02578079e-01]
 [  2.02883952e-02   1.90734540e-01  -1.72944478e-02   4.58798420e-02
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 [  2.31024531e-01   4.83488896e-01   5.01805871e-02   1.97666414e-01
   -2.03158806e-01  -9.43113154e-02  -6.58629872e-01  -3.31482823e-02
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 [ -6.66172622e-02  -4.40316906e-01  -2.66123980e-01  -6.59277247e-02
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   -2.91947499e-02  -2.69068811e-02]
 [  2.55094658e-04   2.29795585e-01  -1.46645356e-01   5.10945252e-02
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   -1.98607253e-01   6.80107865e-02]
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   -2.49929137e-02   2.13066618e-02]
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   -1.15340998e-01  -1.26366385e-01]
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   -2.01389647e-01   2.23952258e-02]
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 [  6.91294969e-02   5.80876930e-02   9.62732968e-02   1.16141018e-01
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   -1.90786299e-02  -3.01953790e-02]
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 [  5.03892506e-02   3.06168703e-02  -1.21317707e-01   3.75127157e-02
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   -1.06620430e-01  -2.59430039e-01]
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 [  8.09690729e-02  -1.93205056e-01  -8.38008042e-03  -9.05947665e-03
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   -5.98887463e-03  -1.48659510e-02]
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   -1.29453002e-01   1.46541208e-01]
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 [  2.64583948e-01   8.18277960e-02  -1.24910261e-01   2.00661374e-01
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 [  4.33557115e-02   1.34041497e-01   2.49955174e-01   2.45371902e-01
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   -2.13164606e-01   7.65629765e-02]
 [  3.81973795e-02  -6.24804329e-02   9.27835512e-02  -4.02495235e-02
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   -5.35977276e-02  -1.35920719e-01]
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   -4.95062163e-02   1.42706150e-01]
 [  2.29161450e-01   7.35348746e-02   3.37249005e-02   9.33176630e-02
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   -4.49512619e-02  -1.84322107e-03]
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   -1.71669334e-01   8.40227615e-02]
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   -8.67239399e-02  -1.05762466e-01]
 [  1.54464788e-01  -1.16322197e-01  -1.36540999e-01   1.23585208e-03
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 [ -1.27724882e-01   1.69599572e-01   2.52574839e-01  -3.94663464e-02
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   -1.36988307e-01  -6.84726543e-02]
 [ -3.42873045e-01   1.60790651e-01   1.41968807e-02  -1.40575005e-02
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   -8.79727044e-02   1.06088551e-01]
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   -1.25044007e-02  -1.91434264e-01]
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   -5.36766759e-02  -1.12790636e-01   2.09708878e-01  -7.62701583e-02
    1.89122202e-01   7.19167317e-03]
 [  2.48912187e-02  -8.40871663e-02   2.17956686e-01  -2.16365951e-01
    5.51948246e-02   1.06588107e-01  -3.63534722e-02  -1.11524387e-01
    3.61722306e-02   2.68763226e-01]]
[[ 0.30431783]
 [ 0.89383471]
 [ 0.16215956]
 [ 0.38543894]
 [-1.43176152]
 [-0.21575057]
 [-0.96396145]
 [-0.03017466]
 [ 0.28617099]
 [ 0.50202102]]
Progress: 6.7% ... Training loss: 0.526 ... Validation loss: 0.831[[  1.41583895e-01   2.85096088e-01  -1.25606703e-01   8.80938867e-02
   -6.55133847e-01  -5.45824553e-02  -1.33081482e-01   1.28288684e-01
   -1.12366434e-01   2.02666566e-01]
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 [  2.28979528e-01   4.77800744e-01   4.89640498e-02   1.94758553e-01
   -1.93158163e-01  -9.27153859e-02  -6.52968984e-01  -3.29191937e-02
    1.51813027e-01   4.50578198e-01]
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   -2.79798887e-02  -2.48878299e-02]
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   -1.99185591e-01   6.66823630e-02]
 [ -3.55884220e-01  -2.68289357e-01  -2.91075393e-01   1.25292328e-01
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[[ 0.29252154]
 [ 0.88224713]
 [ 0.1526616 ]
 [ 0.37537733]
 [-1.44375222]
 [-0.22298608]
 [-0.96910522]
 [-0.03869505]
 [ 0.2774409 ]
 [ 0.49137296]]
Progress: 6.8% ... Training loss: 0.521 ... Validation loss: 0.843[[  1.43112753e-01   2.88992546e-01  -1.24737481e-01   9.00888557e-02
   -6.60681521e-01  -5.57961363e-02  -1.37182971e-01   1.28065235e-01
   -1.10770533e-01   2.04889739e-01]
 [  2.01883331e-02   1.90291730e-01  -1.73385486e-02   4.57848584e-02
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    1.43193781e-01  -2.01199674e-02]
 [  2.30437828e-01   4.81890144e-01   4.97653105e-02   1.96572035e-01
   -1.98646399e-01  -9.39447051e-02  -6.57454392e-01  -3.31192458e-02
    1.53301591e-01   4.52521924e-01]
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   -2.89982068e-02  -2.63010315e-02]
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   -1.99031499e-01   6.66172864e-02]
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   -2.49222039e-02   2.13331159e-02]
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   -1.36170009e-02  -1.03362047e-01]
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   -1.15807315e-01  -1.27234563e-01]
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   -1.88228749e-02  -3.00089632e-02]
 [  1.17295732e-02  -1.20954714e-01  -2.87064898e-01  -3.83047367e-02
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   -1.72842880e-01  -5.23880688e-02]
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[[ 0.30276932]
 [ 0.89218379]
 [ 0.1585893 ]
 [ 0.38320648]
 [-1.4481253 ]
 [-0.21976609]
 [-0.97035562]
 [-0.03350902]
 [ 0.28392347]
 [ 0.50238579]]
Progress: 6.8% ... Training loss: 0.522 ... Validation loss: 0.831[[  1.43842154e-01   2.90746849e-01  -1.24252501e-01   9.11403713e-02
   -6.62284832e-01  -5.63838456e-02  -1.38249054e-01   1.27972982e-01
   -1.09892048e-01   2.05862914e-01]
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 [  2.30591115e-01   4.82256663e-01   4.99273085e-02   1.96911681e-01
   -1.98209452e-01  -9.41370103e-02  -6.57481673e-01  -3.31447562e-02
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   -3.03615230e-02  -2.81829351e-02]
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   -1.15857247e-01  -1.27359676e-01]
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   -1.18958779e-01   1.18578999e-01  -4.42489258e-02   1.64032503e-01
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 [ -3.43929816e-01   1.57887160e-01   1.36765544e-02  -1.53723608e-02
    5.27672064e-02  -1.73411007e-01  -1.08043658e-01   2.35284488e-01
   -8.89522125e-02   1.04468399e-01]
 [  1.45298661e-01   1.31048867e-01  -2.42631645e-01  -1.02392871e-01
    9.80858308e-02  -2.85995493e-01  -7.28164860e-03  -1.67135484e-01
   -1.25134165e-02  -1.91416529e-01]
 [  2.12810045e-01  -1.15648033e-01   6.13611409e-02  -1.92281830e-02
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 [ -9.95201392e-02   8.84313706e-03   1.22668313e-01   1.18491079e-01
   -5.50996269e-02  -1.13212140e-01   2.08473352e-01  -7.63453127e-02
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 [  2.54696615e-02  -8.34883554e-02   2.18239450e-01  -2.15553450e-01
    5.49573326e-02   1.06168076e-01  -3.71637887e-02  -1.11594391e-01
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[[ 0.30517228]
 [ 0.89674943]
 [ 0.16064025]
 [ 0.3852506 ]
 [-1.45521981]
 [-0.2203846 ]
 [-0.97539769]
 [-0.03347273]
 [ 0.28575872]
 [ 0.50405113]]
Progress: 6.8% ... Training loss: 0.521 ... Validation loss: 0.827[[ 0.14286374  0.28712945 -0.12474723  0.08978882 -0.65610689 -0.05569613
  -0.13419808  0.12806633 -0.11076394  0.20396198]
 [ 0.01972841  0.18892732 -0.01759093  0.04519298  0.0782418  -0.00769252
   0.28198878  0.04150907  0.14277107 -0.02089744]
 [ 0.23215867  0.48646085  0.05077518  0.19876015 -0.20408874 -0.09521884
  -0.66169237 -0.03332761  0.15486082  0.45467396]
 [-0.06558387 -0.43681992 -0.26537707 -0.06440318  0.35161738  0.19733302
   0.30334486  0.05734419 -0.02824355 -0.02389459]
 [-0.00227926  0.22203621 -0.14804563  0.04770132  0.10658859 -0.17693178
  -0.0302825  -0.11924894 -0.20068845  0.06307176]
 [-0.3563537  -0.27005197 -0.29134277  0.12471992  0.17587551  0.06302542
  -0.00836868 -0.03319159 -0.0253521   0.02029873]
 [-0.00387389 -0.11472573  0.01041423  0.10467284 -0.1556625  -0.07258044
   0.14529376 -0.18784236  0.18218862  0.05334961]
 [ 0.11936391 -0.15399098  0.03301433 -0.06124653  0.13628885 -0.04438916
  -0.03001276  0.12437833  0.06744531  0.0059576 ]
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  -0.33241803 -0.02607813  0.29101082 -0.07188625]
 [ 0.03577813 -0.20306527  0.07395988 -0.00674008  0.17512386 -0.08176717
   0.00142063 -0.09325642 -0.04238056  0.13045875]
 [-0.06754431  0.16154266  0.00360773 -0.14665217 -0.05770666  0.02228348
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 [ 0.11008774 -0.03905873 -0.02182511  0.1022534   0.01021033 -0.07484921
   0.10422269  0.00509806  0.01848839  0.01163942]
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   0.02532959 -0.25018736  0.05504392 -0.21416531]
 [-0.07617846 -0.04122157  0.27393046  0.09411303  0.12159191 -0.05841274
  -0.12912671  0.12224222  0.06382122  0.0303997 ]
 [ 0.06836697  0.05547     0.09582082  0.11507903 -0.02307284 -0.03265188
   0.19286677  0.11922625 -0.01984763 -0.0318053 ]
 [ 0.01189386 -0.1202967  -0.28696074 -0.03806136  0.20948359 -0.0969203
   0.14271487  0.16343451  0.11208581 -0.01537507]
 [ 0.0502524   0.02977159 -0.12131479  0.03742252 -0.08416402  0.32960569
   0.23523684  0.20648104 -0.17247286 -0.05196709]
 [ 0.01103789 -0.00301691  0.12256429  0.11312833 -0.04595081  0.10788189
  -0.22777499 -0.03816979  0.21154021  0.09621376]
 [ 0.10531958  0.07928764 -0.0512153  -0.10856518 -0.11004102 -0.32831232
   0.10221912  0.00869757  0.13890373  0.08730903]
 [-0.09743342  0.02508477 -0.01477161  0.02376141  0.00934115 -0.20234686
  -0.09306162 -0.01925483  0.01519259  0.13100078]
 [-0.12837733 -0.00783944 -0.18989678  0.0178703  -0.3165667  -0.011673
  -0.06568033 -0.0221321   0.02048834  0.0881251 ]
 [ 0.03877748  0.13546198 -0.04058185 -0.03020414  0.20589918  0.23568795
   0.31459473  0.11304985 -0.10745718 -0.26100735]
 [ 0.066337   -0.11086793  0.01147225  0.04412623  0.27450198  0.05237304
   0.23028915  0.09122527  0.11645326 -0.24503628]
 [ 0.07857005 -0.20017664 -0.00961748 -0.01212795  0.36044846 -0.01584133
   0.23880015  0.04831784 -0.28916759 -0.10785171]
 [-0.07574132 -0.31442681  0.03579391 -0.07292459  0.34634282 -0.14225943
   0.31538693 -0.08197317  0.03043996  0.21374422]
 [-0.20857633 -0.14493054  0.09302793  0.05914358  0.5846093   0.09855545
   0.14847615  0.047891   -0.00787999 -0.01820393]
 [-0.08297293  0.04524035  0.30691538 -0.07831053  0.12726697 -0.11016186
   0.31595462  0.01417148 -0.13019197  0.14523587]
 [-0.06325156 -0.03117839 -0.14953245 -0.01088184  0.19683535 -0.26379432
  -0.02567757  0.17092814  0.05818011 -0.02234071]
 [ 0.08707016  0.15934348  0.15098485 -0.12909369  0.05470937  0.06839056
  -0.05717016  0.28627772  0.04518911  0.1272822 ]
 [ 0.2653628   0.08416947 -0.12447837  0.20163287 -0.59127361 -0.23676822
  -0.2151055   0.18090622  0.29267954 -0.17669086]
 [ 0.04319382  0.13358022  0.24989033  0.2451896  -0.03165986 -0.18981094
  -0.15607099 -0.13105035 -0.14375471 -0.29252646]
 [ 0.04831984  0.01654833 -0.10557953 -0.01865838  0.13896075  0.02836332
  -0.07765768 -0.18379366  0.06212926  0.24538218]
 [-0.01077445 -0.08329324 -0.07107502 -0.06671415  0.03846828 -0.16746497
   0.12110338  0.00985553  0.02592889 -0.00679212]
 [ 0.00464651 -0.00393045  0.23396803  0.03974071 -0.11649676 -0.11843504
   0.19099296  0.03999106 -0.21263005  0.07758388]
 [ 0.03874071 -0.06075293  0.09305022 -0.03957273 -0.09159972  0.08872565
   0.1657575  -0.27149901 -0.05311887 -0.13508896]
 [-0.03661121  0.01161314  0.07298038 -0.06673962  0.08554603  0.19630252
   0.1736619   0.11793176 -0.04897763  0.14336894]
 [ 0.22882063  0.07251783  0.03354109  0.09290274  0.01422546 -0.02667924
  -0.17197909  0.14739405 -0.0452905  -0.00242462]
 [-0.02455777 -0.19625073 -0.01542118 -0.05548965 -0.10700812 -0.08421551
  -0.02020133  0.04126635  0.04804677  0.10008883]
 [-0.1189251   0.23302067  0.04061108  0.19001903 -0.43450206 -0.22113617
  -0.29464639 -0.07253597  0.10611265  0.10830797]
 [ 0.04503499  0.23936095 -0.00658376  0.22697682 -0.23809107 -0.00103053
  -0.12011344  0.15234731  0.04667529  0.30802097]
 [ 0.20684267  0.15465942  0.21702251  0.05761372 -0.12148109  0.11813902
  -0.04596361  0.16396625  0.17191954 -0.01210071]
 [-0.10155824  0.13961834  0.22739638 -0.02731498  0.10502128  0.14948453
  -0.00980744 -0.01445109 -0.06690527  0.00664044]
 [-0.10421804 -0.02635271  0.02146997  0.07998634 -0.01013711  0.12198479
   0.27995949  0.02059986 -0.28498355 -0.10585171]
 [-0.18541075  0.07617391 -0.07653306 -0.29640268  0.02261336  0.10037414
  -0.00112446  0.10336836 -0.17196019  0.08354212]
 [ 0.0801008  -0.16975697 -0.0925866  -0.06202586  0.04410078 -0.0136397
  -0.04199159  0.15289709 -0.08870255 -0.10925154]
 [ 0.15444116 -0.11684601 -0.13648834  0.00128034  0.1419474  -0.06230379
  -0.05859939 -0.14706485  0.13399312 -0.09040959]
 [-0.12847332  0.16694469  0.25221346 -0.04038247  0.1962651   0.09840115
  -0.01773298 -0.29735362 -0.13762851 -0.06986977]
 [-0.3445145   0.15600713  0.01335477 -0.01618816  0.05554379 -0.17300529
  -0.10581067  0.23535105 -0.08948535  0.103276  ]
 [ 0.14433466  0.12825996 -0.24315266 -0.10366821  0.10282379 -0.28530583
  -0.00420077 -0.16703072 -0.01346016 -0.19310147]
 [ 0.21247617 -0.11653728  0.06117297 -0.01967099 -0.00972304 -0.03028468
  -0.05033941 -0.13655645  0.11069333 -0.17067833]
 [-0.09883709  0.01055926  0.12303943  0.1193019  -0.05737372 -0.11372002
   0.20649883 -0.07642417  0.19031408  0.00886921]
 [ 0.02464865 -0.08597968  0.2177993  -0.21659004  0.05920938  0.10676223
  -0.0344879  -0.11150683  0.03608144  0.26799701]]
[[ 0.29237973]
 [ 0.88344181]
 [ 0.14634187]
 [ 0.37160595]
 [-1.47294806]
 [-0.23127081]
 [-0.9935352 ]
 [-0.04431805]
 [ 0.27502196]
 [ 0.49231664]]
Progress: 6.9% ... Training loss: 0.519 ... Validation loss: 0.846[[ 0.14565798  0.29404298 -0.12331214  0.09325827 -0.66624298 -0.05771802
  -0.14100404  0.12763953 -0.10803757  0.20808312]
 [ 0.01999671  0.1896756  -0.01746248  0.04553946  0.07685159 -0.00791098
   0.28119304  0.04146646  0.14300971 -0.02050899]
 [ 0.23282572  0.48716108  0.05103973  0.19911362 -0.20330511 -0.09535604
  -0.66174071 -0.03340338  0.15522638  0.45471619]
 [-0.06523615 -0.43422069 -0.26522113 -0.06364771  0.34611747  0.19678339
   0.29986773  0.05727916 -0.02787512 -0.02265374]
 [-0.00197132  0.22169149 -0.14792333  0.04788915  0.10689638 -0.17700782
  -0.02960991 -0.1192885  -0.20028168  0.06309761]
 [-0.35576212 -0.26854643 -0.29102051  0.12560005  0.17320032  0.06247625
  -0.00991928 -0.03329671 -0.02465507  0.02136892]
 [-0.00286532 -0.11193847  0.01091586  0.10586347 -0.15846092 -0.07327389
   0.14252339 -0.18799117  0.18309573  0.05483124]
 [ 0.1201121  -0.15274247  0.03338363 -0.06038015  0.13382489 -0.04487066
  -0.03145755  0.12426839  0.06816631  0.00681608]
 [-0.14132246  0.02453626 -0.29377108  0.0205459  -0.18161922  0.05581888
  -0.33322245 -0.02613275  0.29129089 -0.07131862]
 [ 0.03810786 -0.19765171  0.07514914 -0.00392464  0.16778449 -0.08342996
  -0.00412332 -0.09360992 -0.04018682  0.13379978]
 [-0.06707388  0.16300589  0.00385236 -0.14595908 -0.06013289  0.02185153
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 [-0.05851092  0.11910759 -0.04755315  0.0563816   0.13069363  0.07537504
  -0.15733199 -0.01437001 -0.11623588 -0.12814071]
 [-0.15551755  0.00746253  0.06268347  0.02389781 -0.17762879 -0.22053904
  -0.18219283 -0.196915    0.08887335  0.17656135]
 [-0.20607807 -0.09832746  0.1231418   0.27795141 -0.16154633 -0.08483364
  -0.15858997 -0.25427334 -0.20197405  0.02117288]
 [ 0.11057276 -0.03793573 -0.02157642  0.10292215  0.00833577 -0.07526078
   0.10307809  0.00501588  0.01901813  0.01245528]
 [ 0.02083386 -0.06065453 -0.21819511  0.12424062 -0.01263775  0.09997866
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   0.02501514 -0.25020122  0.05517233 -0.21394067]
 [-0.07491574 -0.03758946  0.27457425  0.09565414  0.11637089 -0.05935696
  -0.13291501  0.12204767  0.0650002   0.03238582]
 [ 0.06862862  0.05559026  0.09592958  0.11536226 -0.02334912 -0.03279901
   0.19267553  0.11919036 -0.01961561 -0.03161867]
 [ 0.01146718 -0.12181923 -0.28718215 -0.03867577  0.21204145 -0.09653708
   0.14445734  0.16350241  0.11165557 -0.01620927]
 [ 0.05027569  0.02996236 -0.12129193  0.03746885 -0.08427239  0.32958573
   0.2349181   0.20647928 -0.17244012 -0.05187963]
 [ 0.01189943 -0.0007016   0.12300152  0.11423596 -0.04976272  0.1071894
  -0.22995595 -0.03830706  0.21237077  0.09751471]
 [ 0.10551315  0.07983496 -0.0511164  -0.10831446 -0.11084328 -0.32846091
   0.10155475  0.00866916  0.13904696  0.08763445]
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  -0.09304497 -0.01925495  0.0151853   0.13099105]
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 [ 0.03839046  0.13425505 -0.04077868 -0.03070908  0.2076921   0.23600404
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 [ 0.06608413 -0.11167909  0.01134908  0.04380633  0.27582342  0.05256619
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 [-0.20858589 -0.1449528   0.09302239  0.05912961  0.58465586  0.09856423
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 [-0.08342677  0.04392442  0.30669254 -0.07889552  0.12942478 -0.10979406
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 [ 0.04805408  0.01578684 -0.10570749 -0.01900163  0.14022911  0.02857759
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   0.18969726  0.03994469 -0.2123321   0.07818195]
 [ 0.03857507 -0.06125265  0.09295589 -0.03981079 -0.09055693  0.08886631
   0.1662513  -0.27147192 -0.05330595 -0.13536969]
 [-0.03687813  0.01092857  0.0728284  -0.0671163   0.08691168  0.19652562
   0.17442943  0.11797647 -0.04925922  0.14294557]
 [ 0.22864809  0.07204247  0.03346461  0.09270389  0.01526167 -0.02655458
  -0.17123002  0.14741439 -0.04544664 -0.00268204]
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  -0.02211376  0.04115191  0.04873259  0.10118033]
 [-0.11763162  0.23581248  0.04125387  0.1916226  -0.43912343 -0.22203666
  -0.29779873 -0.07273147  0.10737353  0.11017065]
 [ 0.04538367  0.23996833 -0.00639786  0.22741004 -0.23948293 -0.00128011
  -0.12067662  0.15229327  0.04702008  0.30836312]
 [ 0.2070128   0.15515166  0.21711003  0.05784808 -0.12236236  0.11799437
  -0.0465026   0.16393874  0.17208526 -0.01180355]
 [-0.10127128  0.14052925  0.22752985 -0.02693404  0.10364957  0.14924996
  -0.01079278 -0.01449618 -0.06662733  0.0071345 ]
 [-0.10415036 -0.02623334  0.02150831  0.08008616 -0.01045451  0.12193111
   0.27969736  0.02058887 -0.28490094 -0.10574013]
 [-0.18532904  0.07639948 -0.07649495 -0.29630469  0.02219949  0.10031001
  -0.00139466  0.10335581 -0.17188721  0.08367582]
 [ 0.07984805 -0.17055244 -0.09271732 -0.06237796  0.04543155 -0.01343562
  -0.04115041  0.15293831 -0.08894646 -0.10970307]
 [ 0.155343   -0.11442085 -0.13601197  0.00244736  0.13823586 -0.06301816
  -0.061004   -0.14720422  0.13485948 -0.08890221]
 [-0.12837071  0.16666009  0.25227212 -0.04023392  0.19619155  0.09836046
  -0.01758261 -0.29738186 -0.13749309 -0.06985172]
 [-0.34349746  0.15867357  0.01391756 -0.01488675  0.05125385 -0.17380057
  -0.10863594  0.23519191 -0.08850036  0.10479233]
 [ 0.14455836  0.1286355  -0.24306618 -0.1034171   0.10232235 -0.28543832
  -0.00488855 -0.1670571  -0.01324624 -0.19274413]
 [ 0.21238592 -0.11648056  0.06113773 -0.01981663 -0.00853011 -0.03020815
  -0.05013551 -0.13654034  0.11059435 -0.1707487 ]
 [-0.09869323  0.01089565  0.12310692  0.11950197 -0.05818169 -0.11384736
   0.20612596 -0.07644791  0.19046019  0.00914026]
 [ 0.02502092 -0.08520594  0.21795299 -0.21613761  0.05818792  0.10649548
  -0.03512183 -0.11156453  0.03643883  0.26837516]]
[[ 0.31290052]
 [ 0.90556899]
 [ 0.16632954]
 [ 0.39521982]
 [-1.46218326]
 [-0.21607051]
 [-0.97968462]
 [-0.02317491]
 [ 0.29783181]
 [ 0.51706307]]
Progress: 7.0% ... Training loss: 0.521 ... Validation loss: 0.815[[ 0.1459162   0.29461024 -0.12315725  0.09365638 -0.66604626 -0.05795525
  -0.14096545  0.1276096  -0.10783253  0.20864973]
 [ 0.0195174   0.1882103  -0.01772079  0.04490363  0.07913131 -0.00756993
   0.28262758  0.04150365  0.14253296 -0.02131226]
 [ 0.23101763  0.48311859  0.05011819  0.19676196 -0.19435258 -0.09411409
  -0.65604941 -0.03326841  0.15341882  0.45198241]
 [-0.06295816 -0.42841541 -0.26408908 -0.06063076  0.33447443  0.19524163
   0.29327017  0.05711338 -0.025728   -0.01874238]
 [-0.00094875  0.22461455 -0.14743481  0.04925893  0.10148117 -0.17785945
  -0.03341967 -0.11937361 -0.19933764  0.06470681]
 [-0.35567448 -0.2684191  -0.29098535  0.12569254  0.1730035   0.06239346
  -0.01015084 -0.03330343 -0.02462389  0.0215518 ]
 [-0.00346974 -0.1129956   0.01060485  0.10509678 -0.15499456 -0.07288329
   0.14438408 -0.18795094  0.18250378  0.05388533]
 [ 0.11967241 -0.15412415  0.03318423 -0.06091785  0.13618048 -0.04458119
  -0.03000146  0.12429604  0.06771083  0.00629315]
 [-0.14099531  0.02531511 -0.29364637  0.02095763 -0.18277531  0.05557306
  -0.33394173 -0.0261562   0.29153528 -0.07089055]
 [ 0.03738048 -0.20000601  0.07473872 -0.00487245  0.17239774 -0.08296945
  -0.00141913 -0.09356272 -0.04093547  0.13260015]
 [-0.06778327  0.16142487  0.0034761  -0.14690003 -0.05693191  0.0223549
   0.02243259 -0.10125527 -0.01486558 -0.10548313]
 [-0.05770347  0.1215103  -0.04711701  0.05747019  0.12734844  0.07476262
  -0.1596093  -0.01443361 -0.11552568 -0.12670228]
 [-0.15551755  0.00746253  0.06268347  0.02389781 -0.17762879 -0.22053904
  -0.18219283 -0.196915    0.08887335  0.17656135]
 [-0.20618786 -0.09861654  0.12306864  0.27776865 -0.16085265 -0.0847342
  -0.15821897 -0.25426289 -0.20210146  0.02095707]
 [ 0.11015841 -0.03912735 -0.02177661  0.10240086  0.01027341 -0.07499834
   0.10431545  0.0050449   0.01864273  0.01179698]
 [ 0.02183494 -0.05791921 -0.21766629  0.1255621  -0.01715939  0.09924944
  -0.06045399 -0.01921307 -0.11419204 -0.02365618]
 [-0.13259434 -0.06117275 -0.20917182  0.14328945 -0.02135488  0.14010587
   0.02583221 -0.25018056  0.05488589 -0.21443889]
 [-0.07493661 -0.03761321  0.27455913  0.09560567  0.11705493 -0.05934008
  -0.1325342   0.12204593  0.06496966  0.03231596]
 [ 0.06763428  0.05325507  0.09541968  0.11412658 -0.01906644 -0.03211289
   0.19549901  0.1192668  -0.02060054 -0.03306643]
 [ 0.01074101 -0.12384306 -0.28761018 -0.0396986   0.21581633 -0.09600631
   0.14620315  0.16356176  0.11089018 -0.01735244]
 [ 0.04990198  0.0287892  -0.12149813  0.03697418 -0.08260739  0.32984853
   0.23612966  0.20650597 -0.17281368 -0.05250881]
 [ 0.01308871  0.00253283  0.1237126   0.1158676  -0.05516346  0.10631174
  -0.23278902 -0.03840559  0.21355669  0.09950037]
 [ 0.10563273  0.08015627 -0.05106926 -0.10814325 -0.1111028  -0.32855186
   0.10133698  0.00865986  0.13915776  0.08782516]
 [-0.09748202  0.02489531 -0.01481452  0.02370806  0.00955853 -0.20233925
  -0.09305698 -0.01925244  0.01511713  0.130871  ]
 [-0.12831166 -0.00774987 -0.18989029  0.01794311 -0.31680234 -0.01171877
  -0.06588642 -0.02213976  0.02053724  0.08822506]
 [ 0.03821693  0.13379329 -0.04087125 -0.03093591  0.20851207  0.23612578
   0.31633181  0.11312253 -0.10797983 -0.26190011]
 [ 0.06562225 -0.11307391  0.01108717  0.0432027   0.27803655  0.05290136
   0.23264751  0.09129632  0.11575531 -0.24623119]
 [ 0.07785925 -0.20239668 -0.00999694 -0.01306857  0.36399672 -0.01529347
   0.24120553  0.04840101 -0.28987195 -0.10902044]
 [-0.07619765 -0.31567422  0.03555012 -0.0735246   0.34852115 -0.14193561
   0.31679102 -0.08193243  0.02999879  0.21299865]
 [-0.20907281 -0.14634712  0.09276017  0.05852655  0.58688509  0.09889601
   0.15006438  0.04792875 -0.00835089 -0.01897158]
 [-0.0837611   0.04286935  0.30651262 -0.07934097  0.13112236 -0.10954746
   0.31843455  0.01426719 -0.13095116  0.1438862 ]
 [-0.06317961 -0.03109528 -0.14950174 -0.01076545  0.19650418 -0.26388291
  -0.02581672  0.17090486  0.05826583 -0.02221013]
 [ 0.087932    0.16188477  0.15143904 -0.12786194  0.05023709  0.06765744
  -0.05997901  0.28615433  0.04606935  0.1288371 ]
 [ 0.26806532  0.09204995 -0.12302932  0.20505048 -0.60246637 -0.23870181
  -0.22328784  0.18061863  0.29516667 -0.1722144 ]
 [ 0.04314068  0.13345158  0.24984694  0.24508437 -0.03130307 -0.18977867
  -0.15610104 -0.13105685 -0.14382637 -0.29260698]
 [ 0.04810402  0.01592863 -0.10568445 -0.01893911  0.13999503  0.02854333
  -0.0770319  -0.18375758  0.06193288  0.24505932]
 [-0.01094482 -0.08380172 -0.07118859 -0.06694153  0.03924633 -0.16738917
   0.12156477  0.00987163  0.02574753 -0.00711266]
 [ 0.00467131 -0.00357584  0.23398485  0.03979101 -0.11694667 -0.11852593
   0.19057437  0.03996645 -0.21260239  0.07779026]
 [ 0.03825657 -0.0619145   0.09279242 -0.04020503 -0.08920213  0.08906082
   0.16712958 -0.27145029 -0.05361081 -0.13587333]
 [-0.03704169  0.01079971  0.07277137 -0.06729228  0.0874929   0.19660032
   0.17499782  0.11798447 -0.04937763  0.14264868]
 [ 0.22835792  0.07134634  0.03328637  0.09229331  0.01680679 -0.02635173
  -0.17072497  0.14743943 -0.04578822 -0.00313121]
 [-0.0236861  -0.19370716 -0.01495175 -0.05430622 -0.11096027 -0.08490487
  -0.02257836  0.04113918  0.04890374  0.1014352 ]
 [-0.11630432  0.23934869  0.04192535  0.19326837 -0.44400457 -0.22293156
  -0.30101137 -0.07283008  0.10859709  0.11227545]
 [ 0.04571739  0.24078794 -0.00619657  0.22787651 -0.24104706 -0.00152416
  -0.12168156  0.15226418  0.04734335  0.3089466 ]
 [ 0.20714266  0.15545194  0.21718912  0.05802705 -0.12289725  0.11790037
  -0.04686927  0.16392774  0.17222756 -0.01158647]
 [-0.10113794  0.14095128  0.22760889 -0.02675993  0.10298413  0.14915577
  -0.01122438 -0.01450607 -0.0664993   0.00734476]
 [-0.10440071 -0.02690048  0.0213686   0.07974571 -0.00938984  0.12211408
   0.28047341  0.02060821 -0.28515458 -0.10616272]
 [-0.18550799  0.07588878 -0.07658744 -0.29652195  0.02299758  0.10042854
  -0.00081896  0.10336757 -0.17204744  0.08340005]
 [ 0.07940994 -0.17185781 -0.09296028 -0.06295694  0.04743526 -0.0131217
  -0.03982591  0.15297192 -0.08937984 -0.11045032]
 [ 0.15583719 -0.11323293 -0.13574171  0.00313507  0.13592517 -0.06341033
  -0.06231895 -0.14724737  0.13538874 -0.08817826]
 [-0.12834594  0.16654396  0.25226882 -0.04027812  0.19663698  0.09834286
  -0.01755387 -0.29738031 -0.1375841  -0.06984898]
 [-0.34426755  0.15715247  0.01352774 -0.01580949  0.05444815 -0.17331725
  -0.10648476  0.23524615 -0.08923242  0.10374364]
 [ 0.14527184  0.13059984 -0.24264915 -0.10242257  0.09890372 -0.28595584
  -0.00690558 -0.16711983 -0.01249584 -0.19154014]
 [ 0.21200934 -0.11766611  0.06086311 -0.02042326 -0.00545916 -0.02990429
  -0.04857026 -0.13650798  0.11008393 -0.17149997]
 [-0.09915616  0.00975432  0.12286636  0.11893975 -0.05613888 -0.11352406
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 [ 0.02476875 -0.08592669  0.21782346 -0.21648422  0.05963279  0.10666376
  -0.0344362  -0.11154479  0.0361777   0.26802344]]
[[ 0.30924662]
 [ 0.90050503]
 [ 0.15702152]
 [ 0.3925084 ]
 [-1.47005428]
 [-0.21963263]
 [-0.98607028]
 [-0.02733098]
 [ 0.29546785]
 [ 0.51093581]]
Progress: 7.0% ... Training loss: 0.515 ... Validation loss: 0.819[[  1.44869112e-01   2.91223716e-01  -1.23716531e-01   9.22417150e-02
   -6.60349997e-01  -5.71730647e-02  -1.37504620e-01   1.27709541e-01
   -1.08811799e-01   2.06763940e-01]
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 [  2.30584355e-01   4.81828840e-01   4.98530641e-02   1.96070076e-01
   -1.92197350e-01  -9.38088629e-02  -6.54486713e-01  -3.32218533e-02
    1.52940785e-01   4.51020203e-01]
 [ -6.39716820e-02  -4.30823842e-01  -2.64532137e-01  -6.18214145e-02
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 [  8.44603904e-05   2.27822966e-01  -1.46856506e-01   5.05760177e-02
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   -2.52277205e-02   2.03940854e-02]
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[[ 0.29458419]
 [ 0.88966458]
 [ 0.14351182]
 [ 0.37753002]
 [-1.48959919]
 [-0.23463824]
 [-1.00282699]
 [-0.0429242 ]
 [ 0.28036002]
 [ 0.49569384]]
Progress: 7.0% ... Training loss: 0.514 ... Validation loss: 0.841[[  1.44303111e-01   2.89287677e-01  -1.23977966e-01   9.14175154e-02
   -6.56319564e-01  -5.67209156e-02  -1.35321659e-01   1.27795616e-01
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   -6.62290157e-02   7.81308463e-03]
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   -2.85153145e-01  -1.06193782e-01]
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   -1.72108966e-01   8.32909323e-02]
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   -8.97197732e-02  -1.11018487e-01]
 [  1.55947977e-01  -1.12588998e-01  -1.35691067e-01   3.28987201e-03
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 [ -1.28100423e-01   1.66967777e-01   2.52401511e-01  -3.99901531e-02
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   -1.37288713e-01  -6.94234681e-02]
 [ -3.44909808e-01   1.54715250e-01   1.32201208e-02  -1.66650068e-02
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   -8.98038245e-02   1.02562799e-01]
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   -1.23673668e-02  -1.91373460e-01]
 [  2.11521051e-01  -1.19099612e-01   6.06203566e-02  -2.10392905e-02
   -2.95315088e-03  -2.95810273e-02  -4.68572470e-02  -1.36466705e-01
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 [ -9.93549990e-02   9.21710925e-03   1.22754888e-01   1.18667988e-01
   -5.48233592e-02  -1.13431247e-01   2.07887262e-01  -7.64153335e-02
    1.89804596e-01   8.15069160e-03]
 [  2.42412835e-02  -8.75347929e-02   2.17576876e-01  -2.17086855e-01
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[[ 0.30022492]
 [ 0.89276035]
 [ 0.14761917]
 [ 0.38320013]
 [-1.48311245]
 [-0.22521804]
 [-0.99515227]
 [-0.0353487 ]
 [ 0.29030881]
 [ 0.50078334]]
Progress: 7.1% ... Training loss: 0.510 ... Validation loss: 0.830[[  1.46227522e-01   2.95154255e-01  -1.22965956e-01   9.40924054e-02
   -6.64797652e-01  -5.82260296e-02  -1.41525405e-01   1.27544861e-01
   -1.07403278e-01   2.08761820e-01]
 [  1.96725556e-02   1.88423870e-01  -1.76618991e-02   4.50959605e-02
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 [  2.29610280e-01   4.80810457e-01   4.94045430e-02   1.94749553e-01
   -1.87151632e-01  -9.30811869e-02  -6.51507129e-01  -3.30917570e-02
    1.51901629e-01   4.49157811e-01]
 [ -6.19917697e-02  -4.25821103e-01  -2.63508361e-01  -5.88524291e-02
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   -2.45239561e-02  -1.64075083e-02]
 [ -1.01125799e-03   2.25159462e-01  -1.47416007e-01   4.91376749e-02
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   -1.99203546e-01   6.40038848e-02]
 [ -3.55488342e-01  -2.68599115e-01  -2.90921391e-01   1.26069772e-01
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   -2.42743610e-02   2.18122655e-02]
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   -1.47011937e-01  -7.18463786e-02   1.48600159e-01  -1.87775569e-01
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   -4.08396514e-02   1.31946643e-01]
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   -1.16414622e-01  -1.28382980e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.05832820e-01  -9.76927027e-02   1.23250798e-01   2.78260307e-01
   -1.62525092e-01  -8.50199098e-02  -1.59472414e-01  -2.54327587e-01
   -2.01688172e-01   2.15877733e-02]
 [  1.10142052e-01  -3.94142280e-02  -2.17684996e-02   1.02423227e-01
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 [  2.06442285e-02  -6.14640333e-02  -2.18283087e-01   1.24051674e-01
   -1.12737211e-02   1.00142314e-01  -5.65914456e-02  -1.90619518e-02
   -1.15304840e-01  -2.57365822e-02]
 [ -1.32229979e-01  -6.04234641e-02  -2.09007814e-01   1.43634874e-01
   -2.14424344e-02   1.39897735e-01   2.47321191e-02  -2.50223008e-01
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 [ -7.54379292e-02  -3.86632922e-02   2.74306127e-01   9.49892546e-02
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 [  6.71147951e-02   5.18747879e-02   9.51446968e-02   1.13477113e-01
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   -2.11371901e-02  -3.40506095e-02]
 [  9.97610936e-03  -1.26181809e-01  -2.88006639e-01  -4.07031801e-02
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 [  5.00148274e-02   2.89976377e-02  -1.21371082e-01   3.71444066e-02
   -8.26906502e-02   3.29642651e-01   2.36169597e-01   2.06473293e-01
   -1.72568871e-01  -5.24665967e-02]
 [  1.42046290e-02   5.94116020e-03   1.24294177e-01   1.17388819e-01
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 [  1.05715458e-01   8.03663694e-02  -5.10526337e-02  -1.08037811e-01
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 [ -9.71135016e-02   2.60529914e-02  -1.46355745e-02   2.42080559e-02
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 [  3.77072685e-02   1.32350519e-01  -4.11206570e-02  -3.15723567e-02
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   -1.08467172e-01  -2.62739783e-01]
 [  6.36888792e-02  -1.18890381e-01   1.00845565e-02   4.05988219e-02
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 [  7.69462860e-02  -2.04862830e-01  -1.04418160e-02  -1.42460384e-02
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   -2.90742183e-01  -1.10528138e-01]
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   -9.72486815e-03  -2.13892246e-02]
 [ -8.52696058e-02   3.83811260e-02   3.05762779e-01  -8.13270126e-02
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   -1.32404684e-01   1.41448351e-01]
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 [  8.97137928e-02   1.66770311e-01   1.52357689e-01  -1.25440044e-01
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 [  2.69800513e-01   9.69058191e-02  -1.22279340e-01   2.07278428e-01
   -6.10304027e-01  -2.39975557e-01  -2.28985582e-01   1.80395055e-01
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 [  4.33030824e-02   1.33779167e-01   2.49948108e-01   2.45339898e-01
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   -1.43657789e-01  -2.92337429e-01]
 [  4.76854162e-02   1.48984188e-02  -1.05886022e-01  -1.94582562e-02
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    2.65023777e-02  -5.85200266e-03]
 [  4.69913897e-03  -3.32569237e-03   2.34016522e-01   3.98601270e-02
   -1.17099935e-01  -1.18567505e-01   1.90364251e-01   3.99669773e-02
   -2.12537254e-01   7.78162300e-02]
 [  3.79491193e-02  -6.27503793e-02   9.26004207e-02  -4.06496234e-02
   -8.78306329e-02   8.92927600e-02   1.68079019e-01  -2.71425118e-01
   -5.39455474e-02  -1.36440418e-01]
 [ -3.67030352e-02   1.17664851e-02   7.29098609e-02  -6.68775378e-02
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   -4.90705442e-02   1.43008354e-01]
 [  2.27513518e-01   6.91173331e-02   3.28476544e-02   9.11892403e-02
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   -4.66257973e-02  -4.58200818e-03]
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   -6.60683345e-02   8.07524116e-03]
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   -1.71999513e-01   8.34562915e-02]
 [  7.88027195e-02  -1.73690558e-01  -9.32679307e-02  -6.37384549e-02
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   -8.99684435e-02  -1.11433848e-01]
 [  1.56345376e-01  -1.11360185e-01  -1.35465115e-01   3.85470075e-03
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 [ -1.27506962e-01   1.68673282e-01   2.52686814e-01  -3.92060751e-02
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   -1.36752523e-01  -6.84655296e-02]
 [ -3.44983775e-01   1.54458424e-01   1.32102699e-02  -1.67325065e-02
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   -8.98129352e-02   1.02544072e-01]
 [  1.45575543e-01   1.31225974e-01  -2.42612740e-01  -1.02108475e-01
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   -1.22509803e-02  -1.91195224e-01]
 [  2.11629214e-01  -1.18621193e-01   6.07156589e-02  -2.07824384e-02
   -3.20227195e-03  -2.97371022e-02  -4.70844031e-02  -1.36493796e-01
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 [ -9.93780834e-02   9.21221600e-03   1.22737441e-01   1.18637973e-01
   -5.45454186e-02  -1.13401237e-01   2.08012513e-01  -7.64102023e-02
    1.89759625e-01   8.10090907e-03]
 [  2.41517169e-02  -8.78527084e-02   2.17526353e-01  -2.17182801e-01
    6.22766005e-02   1.07049553e-01  -3.19437693e-02  -1.11497252e-01
    3.57083343e-02   2.66860125e-01]]
[[ 0.31018399]
 [ 0.90575954]
 [ 0.15585789]
 [ 0.39385515]
 [-1.48396031]
 [-0.21875461]
 [-0.99281661]
 [-0.02602474]
 [ 0.29953662]
 [ 0.51127531]]
Progress: 7.2% ... Training loss: 0.510 ... Validation loss: 0.815[[  1.47824372e-01   2.99643121e-01  -1.22041586e-01   9.63250354e-02
   -6.71096889e-01  -5.94089941e-02  -1.45301041e-01   1.27391531e-01
   -1.05759937e-01   2.11169855e-01]
 [  1.96744931e-02   1.88431098e-01  -1.76606319e-02   4.50991623e-02
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    1.42679550e-01  -2.10688871e-02]
 [  2.30432753e-01   4.84350768e-01   4.99150367e-02   1.95836615e-01
   -1.89924084e-01  -9.36284510e-02  -6.53330192e-01  -3.31816922e-02
    1.52633092e-01   4.50088113e-01]
 [ -5.96777051e-02  -4.20417265e-01  -2.62366762e-01  -5.58475505e-02
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   -2.22471641e-02  -1.23690435e-02]
 [ -3.92267507e-03   2.17615080e-01  -1.48934562e-01   4.51012494e-02
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   -2.01916380e-01   5.88105225e-02]
 [ -3.55834203e-01  -2.70011392e-01  -2.91039917e-01   1.25734771e-01
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   -2.45268564e-02   2.12419467e-02]
 [ -5.52804773e-03  -1.18316528e-01   9.50498013e-03   1.02317838e-01
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[[ 0.31366792]
 [ 0.90717198]
 [ 0.15509557]
 [ 0.39531725]
 [-1.49068771]
 [-0.21842487]
 [-0.9958323 ]
 [-0.02022405]
 [ 0.30384379]
 [ 0.51523676]]
Progress: 7.2% ... Training loss: 0.509 ... Validation loss: 0.811[[  1.48831129e-01   3.01802991e-01  -1.21481684e-01   9.76538657e-02
   -6.72931925e-01  -6.01667533e-02  -1.47112189e-01   1.27309823e-01
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 [  2.31553783e-01   4.86424639e-01   5.04184794e-02   1.97223760e-01
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   -2.61698890e-02  -1.79811333e-02]
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   -1.16883118e-01  -1.29168972e-01]
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[[ 0.31093597]
 [ 0.90952519]
 [ 0.15615308]
 [ 0.39423843]
 [-1.50917371]
 [-0.22534835]
 [-1.0079075 ]
 [-0.02646065]
 [ 0.29935395]
 [ 0.51441086]]
Progress: 7.2% ... Training loss: 0.507 ... Validation loss: 0.810[[ 0.14722581  0.29608723 -0.12237144  0.09540382 -0.66409202 -0.05886762
  -0.14104272  0.12745692 -0.1062637   0.2094662 ]
 [ 0.01960104  0.18816764 -0.01770369  0.0449955   0.07877427 -0.00763596
   0.28236082  0.04147831  0.14261433 -0.02120844]
 [ 0.22909092  0.47894513  0.0491106   0.19374969 -0.17794562 -0.0925475
  -0.6464049  -0.03303396  0.15141909  0.44739477]
 [-0.06202285 -0.42647024 -0.26346384 -0.05889129  0.32196544  0.19443256
   0.28866424  0.05681156 -0.02477825 -0.01535188]
 [-0.00412458  0.21809919 -0.14884128  0.04513079  0.1143613  -0.17552047
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 [-0.00591625 -0.11912785  0.00924629  0.1016966  -0.13931054 -0.07101746
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   0.10454018  0.00502471  0.01881396  0.0118594 ]
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 [ 0.06605285  0.04927454  0.09463266  0.11206493 -0.0096456  -0.03097837
   0.20041346  0.11943309 -0.02220933 -0.03579302]
 [ 0.00943202 -0.1283627  -0.28822246 -0.04134492  0.22289463 -0.09504703
   0.15125326  0.16363734  0.10973355 -0.01951714]
 [ 0.04920211  0.02566618 -0.12180575  0.03601323 -0.0776379   0.330208
   0.24010939  0.20654281 -0.17333135 -0.05399307]
 [ 0.01367542  0.00404637  0.12400873  0.11662622 -0.05802597  0.10585305
  -0.23365825 -0.03850128  0.21412441  0.10033442]
 [ 0.10651388  0.08238604 -0.05061982 -0.10698167 -0.11387741 -0.32916218
   0.09901742  0.00856336  0.13987312  0.08910579]
 [-0.09806793  0.02337023 -0.01511548  0.0229641   0.01220143 -0.20197393
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 [-0.12821491 -0.00786262 -0.18985699  0.01814652 -0.31747711 -0.01185025
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 [ 0.03715636  0.13067781 -0.04140886 -0.03230531  0.21371244  0.23690058
   0.31977092  0.11322447 -0.10900882 -0.26365408]
 [ 0.06179422 -0.12437059  0.00910583  0.03813908  0.29689536  0.05574295
   0.24533347  0.09168163  0.11199939 -0.25270927]
 [ 0.07555682 -0.20916551 -0.01117146 -0.01611558  0.3754846  -0.01355553
   0.24865241  0.04862241 -0.2921647  -0.11285856]
 [-0.07834957 -0.32164969  0.03447609 -0.07633241  0.35909919 -0.14031551
   0.32374789 -0.08171375  0.02791221  0.20963302]
 [-0.21166658 -0.15384596  0.09146312  0.05514815  0.59915562  0.10081332
   0.15869763  0.04818794 -0.01086275 -0.02328689]
 [-0.08657366  0.03460761  0.30510593 -0.08301079  0.14460213 -0.107488
   0.3275009   0.01454028 -0.13366933  0.13932988]
 [-0.06496669 -0.03618104 -0.15036802 -0.01303808  0.20472072 -0.26265298
  -0.02008532  0.17105668  0.05660022 -0.02511223]
 [ 0.08996921  0.16742887  0.15252374 -0.12504921  0.03989489  0.06607952
  -0.06635974  0.28589251  0.04815889  0.13234555]
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 [ 0.0470131   0.01321499 -0.10624555 -0.02034962  0.14538246  0.02931039
  -0.07393272 -0.18365309  0.06083806  0.24335102]
 [-0.01051874 -0.08291765 -0.07101725 -0.0664341   0.03774405 -0.16773984
   0.12033302  0.00980501  0.02613762 -0.00657108]
 [ 0.00498205 -0.00221971  0.23414402  0.0401964  -0.11834517 -0.11880134
   0.18943162  0.03995424 -0.21232601  0.07817949]
 [ 0.03833968 -0.06128848  0.09280474 -0.04009524 -0.08989641  0.08899195
   0.16685432 -0.27145541 -0.05354789 -0.13580661]
 [-0.03706654  0.01114814  0.07272499 -0.06733129  0.087424    0.19658445
   0.17496964  0.11797381 -0.04940927  0.14238686]
 [ 0.22715284  0.06827615  0.03264962  0.09071589  0.02307706 -0.02548326
  -0.16712654  0.14757708 -0.04701107 -0.00520172]
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  -0.02416854  0.04109557  0.0494266   0.10220679]
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  -0.31101737 -0.0731944   0.11251478  0.11837108]
 [ 0.05007681  0.25148044 -0.0038921   0.23356094 -0.25959444 -0.00483356
  -0.13333956  0.15181106  0.05181982  0.31526949]
 [ 0.20841602  0.15917622  0.21789109  0.05980269 -0.12883279  0.11686422
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  -0.01329622 -0.01458803 -0.06582945  0.00841735]
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   0.28027134  0.02059673 -0.28506798 -0.10607374]
 [-0.18659102  0.07279244 -0.07714095 -0.29794041  0.02809559  0.10118958
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 [ 0.07795058 -0.17629963 -0.09369604 -0.06484058  0.05445778 -0.01206502
  -0.03517313  0.15310205 -0.09079648 -0.1128626 ]
 [ 0.15408416 -0.11826699 -0.13664075  0.00087741  0.1439089  -0.06220219
  -0.05676285 -0.14716234  0.13371765 -0.09117731]
 [-0.12830582  0.16575892  0.25227751 -0.04017275  0.19734429  0.09813098
  -0.01683596 -0.29746084 -0.13747381 -0.0700639 ]
 [-0.34474941  0.15453444  0.01335415 -0.01653169  0.05761764 -0.17288037
  -0.10359243  0.23530991 -0.08958699  0.10260292]
 [ 0.14511762  0.13023797 -0.24278049 -0.10257835  0.1008052  -0.28588722
  -0.00657763 -0.16712571 -0.01272463 -0.19192504]
 [ 0.21106697 -0.12050459  0.06050803 -0.0214621   0.00095873 -0.02936896
  -0.04405643 -0.13644757  0.10936587 -0.1734755 ]
 [-0.1000436   0.00739364  0.12242035  0.11771491 -0.04927676 -0.11290038
   0.2098     -0.07634477  0.18907938  0.00716119]
 [ 0.02458995 -0.08752829  0.21767323 -0.21667304  0.06168714  0.10679682
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[[ 0.28594003]
 [ 0.88844623]
 [ 0.13325409]
 [ 0.37291363]
 [-1.53190317]
 [-0.24493042]
 [-1.02678103]
 [-0.04798679]
 [ 0.277639  ]
 [ 0.49002447]]
Progress: 7.3% ... Training loss: 0.516 ... Validation loss: 0.849[[  1.49076866e-01   3.01237347e-01  -1.21405896e-01   9.79559908e-02
   -6.71952026e-01  -6.05839958e-02  -1.47097412e-01   1.27109107e-01
   -1.04218447e-01   2.12635671e-01]
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    1.42783915e-01  -2.08935258e-02]
 [  2.29219520e-01   4.79088364e-01   4.92015942e-02   1.93910820e-01
   -1.77587219e-01  -9.27581607e-02  -6.46887557e-01  -3.30606522e-02
    1.51657301e-01   4.47438531e-01]
 [ -6.10567959e-02  -4.23915033e-01  -2.63067390e-01  -5.76239917e-02
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   -2.39973862e-02  -1.34308385e-02]
 [ -2.74524234e-03   2.22012521e-01  -1.48200888e-01   4.68240625e-02
    1.08827134e-01  -1.76639281e-01  -2.77172502e-02  -1.19346772e-01
   -2.00423666e-01   6.09543617e-02]
 [ -3.56072275e-01  -2.70904766e-01  -2.91144468e-01   1.25501206e-01
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   -2.46946332e-02   2.06978910e-02]
 [ -5.21651853e-03  -1.17258730e-01   9.60682766e-03   1.02572160e-01
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[[ 0.31165599]
 [ 0.91335635]
 [ 0.15425025]
 [ 0.39806735]
 [-1.52025185]
 [-0.22611614]
 [-1.00988251]
 [-0.02510461]
 [ 0.30227984]
 [ 0.51635168]]
Progress: 7.3% ... Training loss: 0.502 ... Validation loss: 0.806[[  1.48328609e-01   2.98188579e-01  -1.21780350e-01   9.68492315e-02
   -6.67010196e-01  -5.99807058e-02  -1.43841367e-01   1.27167984e-01
   -1.04879285e-01   2.11139368e-01]
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[[ 0.29555021]
 [ 0.90095454]
 [ 0.14009348]
 [ 0.3869925 ]
 [-1.53751171]
 [-0.23969211]
 [-1.02166114]
 [-0.03827261]
 [ 0.28876058]
 [ 0.50034527]]
Progress: 7.4% ... Training loss: 0.504 ... Validation loss: 0.827[[  1.48583949e-01   2.98083808e-01  -1.21677001e-01   9.71171702e-02
   -6.66075215e-01  -6.01611460e-02  -1.43929245e-01   1.27126664e-01
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   -6.54739685e-02   8.91082848e-03]
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   -2.84551943e-01  -1.05174890e-01]
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   -1.73512247e-01   8.09643201e-02]
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   -9.14300681e-02  -1.13949259e-01]
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   -8.95253650e-02   1.02627479e-01]
 [  1.45560037e-01   1.31585303e-01  -2.42524813e-01  -1.01897500e-01
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   -1.21491339e-02  -1.91045774e-01]
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 [ -9.91204633e-02   9.68159442e-03   1.22892025e-01   1.18875369e-01
   -5.31829611e-02  -1.13644323e-01   2.07058062e-01  -7.64662006e-02
    1.90006582e-01   8.39659987e-03]
 [  2.53230495e-02  -8.58863790e-02   2.17990915e-01  -2.15579967e-01
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[[ 0.3037436 ]
 [ 0.91047649]
 [ 0.14950942]
 [ 0.39717446]
 [-1.53568858]
 [-0.23450724]
 [-1.01633522]
 [-0.03208382]
 [ 0.29698343]
 [ 0.51106287]]
Progress: 7.5% ... Training loss: 0.499 ... Validation loss: 0.813[[  1.49358562e-01   2.99095708e-01  -1.21225075e-01   9.80273536e-02
   -6.67834900e-01  -6.07374664e-02  -1.45161404e-01   1.27037194e-01
   -1.03868331e-01   2.12137840e-01]
 [  1.99160020e-02   1.88858017e-01  -1.75504301e-02   4.54186666e-02
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    1.42923865e-01  -2.07359391e-02]
 [  2.28567530e-01   4.74906514e-01   4.88488934e-02   1.92243270e-01
   -1.70157812e-01  -9.18516279e-02  -6.42330757e-01  -3.30023077e-02
    1.51009659e-01   4.44787007e-01]
 [ -5.86019962e-02  -4.15795257e-01  -2.61819359e-01  -5.38638701e-02
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   -2.15633108e-02  -7.82865557e-03]
 [ -6.85828831e-04   2.25245576e-01  -1.47116297e-01   4.95756633e-02
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   -1.98309892e-01   6.35282760e-02]
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   -2.39628729e-02   2.18257718e-02]
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   -1.17537960e-01  -1.30291033e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.05725745e-01  -9.81934776e-02   1.23357137e-01   2.78558910e-01
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 [  1.10574092e-01  -3.85255649e-02  -2.15475582e-02   1.03089172e-01
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 [  2.03896983e-02  -6.27726249e-02  -2.18424887e-01   1.23704361e-01
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   -1.15557198e-01  -2.62050774e-02]
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 [ -7.41068191e-02  -3.57209485e-02   2.74903182e-01   9.64902859e-02
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 [  6.76713181e-02   5.29484392e-02   9.54164412e-02   1.14148628e-01
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   -2.05217390e-02  -3.31471748e-02]
 [  8.27339286e-03  -1.31438457e-01  -2.88817029e-01  -4.29939468e-02
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 [  4.90988697e-02   2.39624963e-02  -1.21878083e-01   3.57764253e-02
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   -1.73392288e-01  -5.46325729e-02]
 [  1.40050249e-02   4.57663455e-03   1.24242463e-01   1.17162556e-01
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 [  3.57159896e-02   1.26414500e-01  -4.20966663e-02  -3.41943513e-02
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   -1.10407779e-01  -2.66049337e-01]
 [  6.01639021e-02  -1.29285475e-01   8.29757197e-03   3.59927422e-02
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 [  7.40893027e-02  -2.13726807e-01  -1.19074819e-02  -1.80982767e-02
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   -2.93634446e-01  -1.15338153e-01]
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   -1.26434009e-02  -2.63124321e-02]
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   -1.35635733e-01   1.36113189e-01]
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 [  9.02960764e-02   1.68364233e-01   1.52663888e-01  -1.24592693e-01
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 [  2.74472446e-01   1.10133319e-01  -1.19940470e-01   2.13410763e-01
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 [  4.45872205e-02   1.37215837e-01   2.50589353e-01   2.47070666e-01
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   -1.42395499e-01  -2.90336211e-01]
 [  4.64627687e-02   1.17384290e-02  -1.06523109e-01  -2.10694940e-02
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 [  5.84571958e-03   1.63324789e-04   2.34552033e-01   4.13627877e-02
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   -2.11460009e-01   7.94349348e-02]
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   -8.63458732e-02   8.95464623e-02   1.68698166e-01  -2.71344902e-01
   -5.42318261e-02  -1.36855348e-01]
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   -4.93808373e-02   1.42386617e-01]
 [  2.26609982e-01   6.70030754e-02   3.23649568e-02   8.99629168e-02
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   -4.75904404e-02  -6.24078543e-03]
 [ -2.26581181e-02  -1.90644337e-01  -1.44278678e-02  -5.28944570e-02
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   -6.52533708e-02   9.29170259e-03]
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   -9.15971361e-02  -1.14246609e-01]
 [  1.53904532e-01  -1.19472442e-01  -1.36680307e-01   7.03286719e-04
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 [ -1.27411671e-01   1.67208762e-01   2.52715977e-01  -3.90245287e-02
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   -1.36588623e-01  -6.86826336e-02]
 [ -3.44046187e-01   1.55272611e-01   1.37336966e-02  -1.57575343e-02
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   -8.88255638e-02   1.03196268e-01]
 [  1.45825857e-01   1.32412543e-01  -2.42436383e-01  -1.01536796e-01
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   -1.19037227e-02  -1.90610031e-01]
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 [ -9.87357689e-02   1.07150414e-02   1.23102067e-01   1.19364233e-01
   -5.43385297e-02  -1.13927946e-01   2.05780748e-01  -7.65119775e-02
    1.90346280e-01   8.99717865e-03]
 [  2.48959968e-02  -8.73862442e-02   2.17770151e-01  -2.16191387e-01
    6.03552193e-02   1.06416045e-01  -3.24252479e-02  -1.11661535e-01
    3.64449642e-02   2.67712936e-01]]
[[ 0.3195689 ]
 [ 0.92724375]
 [ 0.16215241]
 [ 0.41663706]
 [-1.52775836]
 [-0.22417033]
 [-1.0073913 ]
 [-0.01753417]
 [ 0.31554847]
 [ 0.53049969]]
Progress: 7.5% ... Training loss: 0.500 ... Validation loss: 0.794[[  1.49694809e-01   2.98524036e-01  -1.21007922e-01   9.83635212e-02
   -6.66989792e-01  -6.08241137e-02  -1.44308475e-01   1.27011948e-01
   -1.03477778e-01   2.12243755e-01]
 [  1.99656026e-02   1.88968454e-01  -1.75287527e-02   4.54887058e-02
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    1.42967742e-01  -2.06530926e-02]
 [  2.29586819e-01   4.76489358e-01   4.94518083e-02   1.93401026e-01
   -1.72193414e-01  -9.23558019e-02  -6.43112589e-01  -3.30561236e-02
    1.51976092e-01   4.45631795e-01]
 [ -6.21745458e-02  -4.24770818e-01  -2.63655449e-01  -5.85401110e-02
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   -2.51978771e-02  -1.29436145e-02]
 [  1.48914692e-03   2.32528214e-01  -1.45953323e-01   5.26291041e-02
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   -1.96031953e-01   6.72774165e-02]
 [ -3.54774398e-01  -2.68704591e-01  -2.90556245e-01   1.27316288e-01
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   -2.32900184e-02   2.28662682e-02]
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   -5.52062512e-02  -1.14025059e-01   2.04930791e-01  -7.65203178e-02
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 [  2.49984817e-02  -8.74969606e-02   2.17824621e-01  -2.16033370e-01
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[[ 0.32041044]
 [ 0.9345504 ]
 [ 0.16318621]
 [ 0.42025309]
 [-1.53702637]
 [-0.23065682]
 [-1.01630296]
 [-0.02172391]
 [ 0.31554112]
 [ 0.53400166]]
Progress: 7.5% ... Training loss: 0.498 ... Validation loss: 0.791[[  1.50805279e-01   3.01350962e-01  -1.20489945e-01   9.97347405e-02
   -6.69395551e-01  -6.16506944e-02  -1.47091999e-01   1.26937237e-01
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 [  2.27923524e-01   4.73623535e-01   4.86041187e-02   1.91144025e-01
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   -2.48373179e-02  -1.21390721e-02]
 [  1.51159158e-04   2.29716954e-01  -1.46663686e-01   5.07972254e-02
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   -1.17786900e-01  -1.30728481e-01]
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   -2.29434173e-02  -3.69862269e-02]
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[[ 0.31576597]
 [ 0.92957276]
 [ 0.15823103]
 [ 0.41688549]
 [-1.54910298]
 [-0.23323159]
 [-1.02198872]
 [-0.02661135]
 [ 0.31204917]
 [ 0.52884137]]
Progress: 7.6% ... Training loss: 0.494 ... Validation loss: 0.793[[  1.49186147e-01   2.96171839e-01  -1.21283568e-01   9.75010115e-02
   -6.60297502e-01  -6.04413528e-02  -1.41863832e-01   1.27068310e-01
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   -1.56510367e-01  -9.00514203e-02  -6.34825660e-01  -3.27985645e-02
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   -2.43142032e-02  -1.11320266e-02]
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   -1.42967816e-01   1.14519420e-01  -6.00876504e-02   1.63413748e-01
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   -6.49231318e-02   9.80424008e-03]
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   -1.74494464e-01   7.94188938e-02]
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   -9.32716868e-02  -1.17011008e-01]
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 [ -3.45185530e-01   1.51422697e-01   1.32028599e-02  -1.73612560e-02
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   -8.99298564e-02   1.01356762e-01]
 [  1.45686049e-01   1.30758946e-01  -2.42442794e-01  -1.01730498e-01
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   -1.19882848e-02  -1.91064980e-01]
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    1.08737445e-01  -1.74792985e-01]
 [ -9.96116010e-02   8.42940672e-03   1.22641736e-01   1.18223275e-01
   -5.04539187e-02  -1.13364409e-01   2.08039407e-01  -7.64491994e-02
    1.89541101e-01   7.71350734e-03]
 [  2.54753993e-02  -8.64298995e-02   2.18055170e-01  -2.15353257e-01
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[[ 0.30095541]
 [ 0.9161907 ]
 [ 0.14732151]
 [ 0.40522532]
 [-1.5622497 ]
 [-0.24423996]
 [-1.0329041 ]
 [-0.03798471]
 [ 0.2998808 ]
 [ 0.51469694]]
Progress: 7.7% ... Training loss: 0.495 ... Validation loss: 0.811[[  1.49367627e-01   2.95999750e-01  -1.21143640e-01   9.77851662e-02
   -6.61001315e-01  -6.06285570e-02  -1.41765322e-01   1.27033741e-01
   -1.03696512e-01   2.11290127e-01]
 [  2.00175354e-02   1.88984131e-01  -1.75078760e-02   4.55634437e-02
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    1.43038056e-01  -2.06170983e-02]
 [  2.24866085e-01   4.64332119e-01   4.70225894e-02   1.86286912e-01
   -1.46977787e-01  -8.86346585e-02  -6.29599444e-01  -3.25579167e-02
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 [ -5.86299796e-02  -4.15416578e-01  -2.61931141e-01  -5.32401583e-02
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   -2.17148438e-02  -6.23357829e-03]
 [  8.72454271e-04   2.32130821e-01  -1.46249793e-01   5.20624001e-02
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   -1.96578300e-01   6.55626564e-02]
 [ -3.53538182e-01  -2.65928130e-01  -2.89935444e-01   1.29346813e-01
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   -2.18116296e-02   2.51272981e-02]
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   -3.73529239e-02   1.33315467e-01]
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   -1.17994693e-01  -1.31143872e-01]
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   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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   -2.00622538e-01   2.30100354e-02]
 [  1.10696673e-01  -3.84005346e-02  -2.15073220e-02   1.03270373e-01
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 [  2.04251511e-02  -6.30844694e-02  -2.18467593e-01   1.23789561e-01
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   -1.15469115e-01  -2.61401693e-02]
 [ -1.34623496e-01  -6.67008316e-02  -2.10131819e-01   1.40439063e-01
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 [ -7.27481611e-02  -3.23707705e-02   2.75569013e-01   9.82029626e-02
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 [  6.58712712e-02   4.76032587e-02   9.45396958e-02   1.11608618e-01
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   -2.23529544e-02  -3.61202748e-02]
 [  7.20894170e-03  -1.34743912e-01  -2.89302666e-01  -4.44565700e-02
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 [  4.90897123e-02   2.29010640e-02  -1.21882989e-01   3.57566885e-02
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 [  3.42657860e-02   1.22243117e-01  -4.28403429e-02  -3.61064805e-02
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   -1.11872084e-01  -2.68453903e-01]
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 [  7.32454669e-02  -2.16262880e-01  -1.23177779e-02  -1.91947357e-02
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   -2.94464549e-01  -1.16743560e-01]
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   -1.37596635e-02  -2.81975531e-02]
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   -1.37777849e-01   1.32707485e-01]
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 [  9.13353317e-02   1.71164169e-01   1.53208615e-01  -1.23096607e-01
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 [  2.76804883e-01   1.16175592e-01  -1.18872418e-01   2.16487027e-01
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 [  4.50853691e-02   1.38541190e-01   2.50849013e-01   2.47748310e-01
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   -1.41885783e-01  -2.89513900e-01]
 [  4.57720304e-02   9.72243281e-03  -1.06850211e-01  -2.19690466e-02
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 [  5.43079358e-03  -5.97084434e-04   2.34322271e-01   4.07508275e-02
   -1.20648392e-01  -1.19214295e-01   1.87759447e-01   3.98827220e-02
   -2.12004255e-01   7.87426690e-02]
 [  3.85733806e-02  -6.05873348e-02   9.29595562e-02  -3.97795561e-02
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   -5.32687167e-02  -1.35325131e-01]
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   -4.88467582e-02   1.43159867e-01]
 [  2.25393190e-01   6.39314358e-02   3.17073272e-02   8.82261873e-02
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   -4.89207357e-02  -8.21239693e-03]
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   -6.43632729e-02   1.07509335e-02]
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   -1.75132396e-01   7.83026372e-02]
 [  7.52688245e-02  -1.84298876e-01  -9.50426703e-02  -6.84593719e-02
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   -9.34794172e-02  -1.17370725e-01]
 [  1.53337879e-01  -1.21087201e-01  -1.36911016e-01   4.86227295e-05
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 [ -1.27048298e-01   1.67555713e-01   2.52879320e-01  -3.85469923e-02
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   -1.36202524e-01  -6.84282060e-02]
 [ -3.45049508e-01   1.51636806e-01   1.32994471e-02  -1.70587234e-02
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   -8.97081551e-02   1.01774751e-01]
 [  1.46886603e-01   1.34049122e-01  -2.41923359e-01  -1.00074302e-01
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   -1.08059316e-02  -1.89047286e-01]
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 [ -9.94624108e-02   8.73350977e-03   1.22739793e-01   1.18498989e-01
   -5.13847621e-02  -1.13515729e-01   2.07490659e-01  -7.64734972e-02
    1.89746141e-01   8.02326580e-03]
 [  2.56112287e-02  -8.60446758e-02   2.18117995e-01  -2.15179835e-01
    5.82100789e-02   1.05851414e-01  -3.39013576e-02  -1.11718858e-01
    3.72675157e-02   2.68586157e-01]]
[[ 0.3114584 ]
 [ 0.92637599]
 [ 0.1556942 ]
 [ 0.41749406]
 [-1.54973635]
 [-0.23097365]
 [-1.02023552]
 [-0.02438086]
 [ 0.31183879]
 [ 0.52626231]]
Progress: 7.7% ... Training loss: 0.490 ... Validation loss: 0.795[[  1.50573845e-01   2.98822019e-01  -1.20503698e-01   9.93745052e-02
   -6.64570802e-01  -6.15205351e-02  -1.44687650e-01   1.26934957e-01
   -1.02411701e-01   2.12817957e-01]
 [  2.03169145e-02   1.89603403e-01  -1.73590675e-02   4.59698370e-02
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    1.43346369e-01  -2.01361288e-02]
 [  2.25698612e-01   4.66582172e-01   4.74825063e-02   1.87379887e-01
   -1.51247408e-01  -8.93030913e-02  -6.31599151e-01  -3.26217857e-02
    1.47896271e-01   4.38259005e-01]
 [ -5.82764264e-02  -4.13589771e-01  -2.61725802e-01  -5.27724343e-02
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   -2.16126385e-02  -5.57278589e-03]
 [  2.31484482e-03   2.34822684e-01  -1.45504109e-01   5.41065087e-02
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   -1.94910918e-01   6.75030970e-02]
 [ -3.53697027e-01  -2.66883602e-01  -2.90043963e-01   1.29101106e-01
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 [ -3.44542320e-01   1.52903397e-01   1.35629176e-02  -1.64493217e-02
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 [ -9.95041114e-02   8.47522529e-03   1.22705094e-01   1.18336341e-01
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 [  2.58867715e-02  -8.53984294e-02   2.18292327e-01  -2.14699492e-01
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[[ 0.31817169]
 [ 0.93695941]
 [ 0.16152255]
 [ 0.42538485]
 [-1.55552673]
 [-0.22961888]
 [-1.02353889]
 [-0.02096844]
 [ 0.31885941]
 [ 0.53439806]]
Progress: 7.8% ... Training loss: 0.490 ... Validation loss: 0.787[[  1.51455194e-01   3.00244080e-01  -1.20072224e-01   1.00408262e-01
   -6.67041228e-01  -6.19980336e-02  -1.46235151e-01   1.26877982e-01
   -1.01536298e-01   2.14016293e-01]
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    1.43621368e-01  -1.96692453e-02]
 [  2.25273486e-01   4.65184251e-01   4.72618258e-02   1.86566098e-01
   -1.48058304e-01  -8.88650982e-02  -6.29963923e-01  -3.25824022e-02
    1.47397165e-01   4.37494995e-01]
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   -2.08629965e-02  -4.12489483e-03]
 [  1.86329870e-03   2.32894786e-01  -1.45737840e-01   5.34317704e-02
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   -2.16730580e-02   2.49589010e-02]
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   -1.69644689e-02  -1.09057393e-01]
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   -1.17811608e-01  -1.30959908e-01]
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   -1.15579071e-01  -2.64315276e-02]
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   -4.98202061e-02  -1.13470802e-01   2.07000417e-01  -7.64688880e-02
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 [  2.55308492e-02  -8.64638816e-02   2.18081930e-01  -2.15231295e-01
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[[ 0.32742412]
 [ 0.94403715]
 [ 0.16994505]
 [ 0.43535446]
 [-1.5514909 ]
 [-0.22175232]
 [-1.01648065]
 [-0.01225205]
 [ 0.32895346]
 [ 0.54261087]]
Progress: 7.8% ... Training loss: 0.494 ... Validation loss: 0.783[[  1.50517555e-01   2.97223972e-01  -1.20529446e-01   9.91494997e-02
   -6.61918316e-01  -6.13418466e-02  -1.42469371e-01   1.26910819e-01
   -1.02440044e-01   2.12276233e-01]
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 [  2.25355186e-01   4.64591249e-01   4.73949825e-02   1.86684293e-01
   -1.48506392e-01  -8.88352015e-02  -6.29010651e-01  -3.25912926e-02
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   -2.16835803e-02  -4.56118891e-03]
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   -1.18564902e-01  -1.32184501e-01]
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   -1.48931143e-01   1.13596921e-01  -6.35596504e-02   1.63326510e-01
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   -6.41313007e-02   1.10657467e-02]
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   -2.85274441e-01  -1.06497663e-01]
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   -1.75166405e-01   7.81870618e-02]
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   -9.41803470e-02  -1.18562620e-01]
 [  1.53064425e-01  -1.22149497e-01  -1.37034365e-01  -2.78374202e-04
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 [ -1.26326330e-01   1.68347338e-01   2.53173148e-01  -3.76753676e-02
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   -1.35424853e-01  -6.75255669e-02]
 [ -3.45206880e-01   1.50451314e-01   1.32312859e-02  -1.74421396e-02
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   -8.98887596e-02   1.01051650e-01]
 [  1.46747569e-01   1.33090526e-01  -2.41971337e-01  -1.00225644e-01
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   -1.09193840e-02  -1.89390050e-01]
 [  2.10078588e-01  -1.24197562e-01   5.99665350e-02  -2.31193869e-02
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    1.08388156e-01  -1.75616633e-01]
 [ -9.98515348e-02   7.59109095e-03   1.22529939e-01   1.17776598e-01
   -4.73161834e-02  -1.13156707e-01   2.08713724e-01  -7.64515659e-02
    1.89199565e-01   7.41313715e-03]
 [  2.52114078e-02  -8.75587101e-02   2.17897791e-01  -2.15654288e-01
    6.04915362e-02   1.06040242e-01  -3.18819081e-02  -1.11712779e-01
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[[ 0.31366914]
 [ 0.93060496]
 [ 0.1555154 ]
 [ 0.42033392]
 [-1.57346879]
 [-0.23700859]
 [-1.03742641]
 [-0.0255119 ]
 [ 0.31584883]
 [ 0.52769348]]
Progress: 7.8% ... Training loss: 0.486 ... Validation loss: 0.789[[  1.51132064e-01   2.97598933e-01  -1.20188481e-01   9.98796411e-02
   -6.62643519e-01  -6.17057578e-02  -1.42576681e-01   1.26862225e-01
   -1.01763808e-01   2.12769679e-01]
 [  2.06328858e-02   1.90370249e-01  -1.72170870e-02   4.63862514e-02
    7.38170116e-02  -8.40821819e-03   2.79477058e-01   4.13831563e-02
    1.43661642e-01  -1.96708905e-02]
 [  2.24345991e-01   4.61144775e-01   4.68861776e-02   1.84961072e-01
   -1.41336170e-01  -8.79035577e-02  -6.24174506e-01  -3.24936382e-02
    1.46397103e-01   4.34862611e-01]
 [ -5.87568564e-02  -4.12935543e-01  -2.61848396e-01  -5.28611192e-02
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   -2.21663494e-02  -4.90397127e-03]
 [  7.18021637e-04   2.28661384e-01  -1.46257026e-01   5.18720425e-02
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   -1.96114213e-01   6.36728338e-02]
 [ -3.54246010e-01  -2.69539660e-01  -2.90388066e-01   1.28402554e-01
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   -2.23111746e-02   2.37317932e-02]
 [ -4.68338960e-03  -1.19077258e-01   9.93108348e-03   1.02540732e-01
   -1.33075820e-01  -7.16552157e-02   1.51332425e-01  -1.87909221e-01
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 [  1.14182598e-01  -1.77374653e-01   3.06843800e-02  -6.84635232e-02
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   -1.88978801e-01   5.41313589e-02  -3.38641230e-01  -2.65302190e-02
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 [  4.09262277e-02  -2.02018691e-01   7.64965089e-02  -7.84549524e-04
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   -3.62166398e-02   1.33223051e-01]
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   -3.66238018e-02   2.44125898e-02   3.42502397e-02  -1.01212867e-01
   -1.82594504e-02  -1.11147666e-01]
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   -1.19048087e-01  -1.33127827e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.05259218e-01  -9.81452502e-02   1.23621684e-01   2.79461514e-01
   -1.65716360e-01  -8.56876891e-02  -1.60703805e-01  -2.54433395e-01
   -2.00759503e-01   2.25195007e-02]
 [  1.10117644e-01  -4.05133178e-02  -2.18002976e-02   1.02537928e-01
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 [  2.04687604e-02  -6.34920010e-02  -2.18500724e-01   1.23804230e-01
   -8.63794415e-03   1.00245076e-01  -5.53580500e-02  -1.90321280e-02
   -1.15427867e-01  -2.62823326e-02]
 [ -1.34393566e-01  -6.65298712e-02  -2.09980021e-01   1.40657061e-01
   -6.85055729e-03   1.41433467e-01   3.21253686e-02  -2.50070052e-01
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 [ -7.20440989e-02  -3.09049917e-02   2.75908972e-01   9.90024167e-02
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 [  6.45601068e-02   4.38411522e-02   9.38509424e-02   1.09753354e-01
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   -2.37480401e-02  -3.83903175e-02]
 [  5.52862728e-03  -1.40498360e-01  -2.90151505e-01  -4.69465989e-02
    2.43124014e-01  -9.20305590e-02   1.63504879e-01   1.63995220e-01
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 [  4.78456932e-02   1.88539801e-02  -1.22493520e-01   3.40973366e-02
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   -1.74562258e-01  -5.75057951e-02]
 [  1.60001248e-02   9.17335191e-03   1.25375913e-01   1.19974467e-01
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 [ -9.72717428e-02   2.56405194e-02  -1.47906798e-02   2.40541918e-02
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   -3.25795652e-01  -1.32038001e-02  -7.18092101e-02  -2.23766366e-02
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 [  3.26767350e-02   1.17501912e-01  -4.36575947e-02  -3.83122895e-02
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   -1.13488095e-01  -2.71147574e-01]
 [  5.64368952e-02  -1.40181943e-01   6.43128568e-03   3.09974655e-02
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 [  7.17596789e-02  -2.20609324e-01  -1.30746496e-02  -2.12419861e-02
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   -2.95956599e-01  -1.19282583e-01]
 [ -8.18743417e-02  -3.31694514e-01   3.26704035e-02  -8.11162513e-02
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   -1.52502915e-02  -3.06969396e-02]
 [ -9.25810337e-02   1.72851611e-02   3.02113752e-01  -9.10911105e-02
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   -1.39629082e-01   1.29743537e-01]
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 [  9.21473744e-02   1.73271714e-01   1.53622792e-01  -1.21976816e-01
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 [  2.80361196e-01   1.26346025e-01  -1.17076576e-01   2.21194326e-01
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    3.06969614e-01  -1.51868092e-01]
 [  4.56096874e-02   1.40016021e-01   2.51115906e-01   2.48443089e-01
   -4.37007887e-02  -1.91710857e-01  -1.64327904e-01  -1.31299987e-01
   -1.41376416e-01  -2.88716576e-01]
 [  4.43825000e-02   5.73546980e-03  -1.07595358e-01  -2.39393564e-02
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 [ -1.00923551e-02  -8.13218660e-02  -7.08577595e-02  -6.59229658e-02
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 [  5.73790831e-03   1.54322116e-04   2.34450071e-01   4.11305880e-02
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   -2.11709829e-01   7.90797344e-02]
 [  3.85234533e-02  -6.07574861e-02   9.29413588e-02  -3.98701212e-02
   -9.04714417e-02   8.88828974e-02   1.65493765e-01  -2.71404781e-01
   -5.32975465e-02  -1.35347300e-01]
 [ -3.58753400e-02   1.45823227e-02   7.33489588e-02  -6.55546411e-02
    8.07127526e-02   1.95522944e-01   1.71540439e-01   1.17836292e-01
   -4.80685203e-02   1.43987775e-01]
 [  2.25154703e-01   6.31588207e-02   3.15746355e-02   8.79475820e-02
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   -4.90793893e-02  -8.84604126e-03]
 [ -2.10710121e-02  -1.86627076e-01  -1.36247198e-02  -5.07592241e-02
   -1.22821105e-01  -8.67752290e-02  -2.98196970e-02   4.09352404e-02
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 [ -1.04790093e-01   2.66408838e-01   4.78363156e-02   2.08112787e-01
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 [  2.12250925e-01   1.69832266e-01   2.19888286e-01   6.51783948e-02
   -1.47765355e-01   1.13772978e-01  -6.27980768e-02   1.63345568e-01
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 [ -9.86087019e-02   1.48281492e-01   2.28892802e-01  -2.32960442e-02
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   -6.39022640e-02   1.13982853e-02]
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   -2.85320134e-01  -1.06590946e-01]
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   -1.75102388e-01   7.82926211e-02]
 [  7.40610813e-02  -1.88007811e-01  -9.56700873e-02  -7.01389468e-02
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   -9.47308510e-02  -1.19458642e-01]
 [  1.52606431e-01  -1.23650451e-01  -1.37289070e-01  -9.46349293e-04
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 [ -1.26744888e-01   1.67201973e-01   2.52969232e-01  -3.82601552e-02
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   -1.35845260e-01  -6.81958479e-02]
 [ -3.45142695e-01   1.50532786e-01   1.32772218e-02  -1.73539472e-02
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   -8.98283554e-02   1.01075320e-01]
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   -1.17402161e-02  -1.90718069e-01]
 [  2.10451862e-01  -1.23315090e-01   6.01609265e-02  -2.26162679e-02
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 [ -1.00222327e-01   6.15221969e-03   1.22381947e-01   1.17318831e-01
   -4.52392749e-02  -1.12891758e-01   2.10302204e-01  -7.64260234e-02
    1.88892436e-01   6.67757945e-03]
 [  2.55541767e-02  -8.70389819e-02   2.18102148e-01  -2.15146537e-01
    5.91688784e-02   1.05763815e-01  -3.24880534e-02  -1.11744299e-01
    3.74643519e-02   2.67921963e-01]]
[[ 0.30527716]
 [ 0.92577461]
 [ 0.14869328]
 [ 0.41420277]
 [-1.59013504]
 [-0.2451601 ]
 [-1.0482962 ]
 [-0.03401793]
 [ 0.3092895 ]
 [ 0.52087092]]
Progress: 7.9% ... Training loss: 0.487 ... Validation loss: 0.797[[  1.51252643e-01   2.97754970e-01  -1.20115902e-01   9.99298743e-02
   -6.61564210e-01  -6.18286388e-02  -1.42834789e-01   1.26848610e-01
   -1.01602657e-01   2.13016396e-01]
 [  2.11105396e-02   1.91485087e-01  -1.69955825e-02   4.70069148e-02
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    1.44148240e-01  -1.90142064e-02]
 [  2.23859009e-01   4.60077106e-01   4.65353083e-02   1.83811964e-01
   -1.36656097e-01  -8.74594473e-02  -6.22725051e-01  -3.24026557e-02
    1.45644533e-01   4.33876531e-01]
 [ -5.68229252e-02  -4.08275279e-01  -2.60856795e-01  -4.98398551e-02
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   -2.02017572e-02  -1.40470079e-03]
 [ -1.41542379e-03   2.22699503e-01  -1.47294049e-01   4.86693569e-02
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   -1.98249051e-01   5.98742918e-02]
 [ -3.53971210e-01  -2.69240797e-01  -2.90235633e-01   1.28751944e-01
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   -2.19469779e-02   2.40676309e-02]
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[[ 0.31189331]
 [ 0.93353153]
 [ 0.15707808]
 [ 0.42581815]
 [-1.58772939]
 [-0.23543226]
 [-1.04038329]
 [-0.02232057]
 [ 0.32174351]
 [ 0.5288781 ]]
Progress: 8.0% ... Training loss: 0.482 ... Validation loss: 0.786[[  1.52148136e-01   3.00146290e-01  -1.19625761e-01   1.01180654e-01
   -6.63750921e-01  -6.25759066e-02  -1.44807993e-01   1.26770118e-01
   -1.00600853e-01   2.14267716e-01]
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 [  2.24937333e-01   4.62481998e-01   4.71202233e-02   1.85035318e-01
   -1.40752227e-01  -8.81976148e-02  -6.24715069e-01  -3.24815960e-02
    1.46875925e-01   4.34824823e-01]
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   -2.16645471e-02  -2.96429866e-03]
 [ -3.95921663e-03   2.14685181e-01  -1.48608873e-01   4.50457234e-02
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   -1.19416393e-01  -1.33766973e-01]
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[[ 0.32469915]
 [ 0.94527553]
 [ 0.16821547]
 [ 0.43870659]
 [-1.58932022]
 [-0.22852194]
 [-1.03856344]
 [-0.01236271]
 [ 0.33382699]
 [ 0.53931373]]
Progress: 8.0% ... Training loss: 0.482 ... Validation loss: 0.775[[  1.51381759e-01   2.97509245e-01  -1.20095723e-01   9.99456337e-02
   -6.58587456e-01  -6.19634589e-02  -1.42264299e-01   1.26803710e-01
   -1.01573869e-01   2.12887393e-01]
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   -2.01330532e-02  -9.92397897e-04]
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   -1.56121011e-01   1.12379211e-01  -6.82346133e-02   1.63215025e-01
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   -1.75607661e-01   7.74654292e-02]
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   -9.51780419e-02  -1.20185454e-01]
 [  1.52832467e-01  -1.23397147e-01  -1.37184314e-01  -7.16940770e-04
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   -1.36656290e-01  -6.97595128e-02]
 [ -3.44447856e-01   1.51412585e-01   1.36141027e-02  -1.65507368e-02
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   -8.90659330e-02   1.01745818e-01]
 [  1.46374197e-01   1.31831130e-01  -2.42206408e-01  -1.00902271e-01
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   -1.14424495e-02  -1.90170285e-01]
 [  2.10689415e-01  -1.22752906e-01   6.02731676e-02  -2.22786974e-02
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    1.09097854e-01  -1.74713718e-01]
 [ -1.00038659e-01   6.86702365e-03   1.22435396e-01   1.17576889e-01
   -4.45741124e-02  -1.13095451e-01   2.09835338e-01  -7.64665426e-02
    1.88990351e-01   6.96232167e-03]
 [  2.52317957e-02  -8.79947853e-02   2.17927120e-01  -2.15588501e-01
    6.10508927e-02   1.06026889e-01  -3.12224055e-02  -1.11707335e-01
    3.71242646e-02   2.67455892e-01]]
[[ 0.31171434]
 [ 0.93078056]
 [ 0.15692716]
 [ 0.42506386]
 [-1.60307538]
 [-0.23833849]
 [-1.04937535]
 [-0.02549684]
 [ 0.32097929]
 [ 0.52556923]]
Progress: 8.1% ... Training loss: 0.480 ... Validation loss: 0.787[[  1.52979905e-01   3.01306780e-01  -1.19250595e-01   1.02199273e-01
   -6.64909810e-01  -6.33239924e-02  -1.47207020e-01   1.26661347e-01
   -9.96966254e-02   2.15388043e-01]
 [  2.11386953e-02   1.91461253e-01  -1.70009011e-02   4.70343946e-02
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    1.44204855e-01  -1.90309947e-02]
 [  2.23243768e-01   4.59044831e-01   4.61939760e-02   1.82336347e-01
   -1.31419937e-01  -8.70614615e-02  -6.20932591e-01  -3.24082136e-02
    1.44878128e-01   4.31949441e-01]
 [ -5.74751805e-02  -4.10526824e-01  -2.61066418e-01  -5.04011145e-02
    2.74105821e-01   1.89992144e-01   2.66608066e-01   5.60669457e-02
   -2.08615689e-02  -1.70825674e-03]
 [ -4.39313690e-03   2.13378720e-01  -1.48817560e-01   4.43135482e-02
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   -2.01106450e-01   5.42116251e-02]
 [ -3.52806939e-01  -2.67263151e-01  -2.89651048e-01   1.30517139e-01
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   -2.05971165e-02   2.59509152e-02]
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   -1.81238821e-01   5.52001660e-02  -3.33711627e-01  -2.64498708e-02
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   -3.36906320e-02   1.35935093e-01]
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   -1.72795497e-02  -1.09385418e-01]
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   -1.20492496e-01  -1.35496930e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.04682633e-01  -9.71711416e-02   1.23958151e-01   2.80465136e-01
   -1.68958389e-01  -8.62489412e-02  -1.62267393e-01  -2.54501907e-01
   -2.00054312e-01   2.34582341e-02]
 [  1.11295044e-01  -3.76175987e-02  -2.11952993e-02   1.04215819e-01
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 [  2.13689824e-02  -6.13191731e-02  -2.18080375e-01   1.24945261e-01
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   -1.14454060e-01  -2.49501272e-02]
 [ -1.34856114e-01  -6.77604103e-02  -2.10239264e-01   1.40008752e-01
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 [ -6.96808149e-02  -2.51152588e-02   2.77031773e-01   1.02037191e-01
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 [  6.31398073e-02   4.00797575e-02   9.31462962e-02   1.07796703e-01
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   -2.52372136e-02  -4.06306431e-02]
 [  4.19390853e-03  -1.44321026e-01  -2.90936895e-01  -4.91063080e-02
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 [  4.99654794e-02   2.43880254e-02  -1.21255675e-01   3.73577672e-02
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   -1.71981648e-01  -5.41433099e-02]
 [  1.51755278e-02   6.74069205e-03   1.24965939e-01   1.18817256e-01
   -6.30077312e-02   1.04527489e-01  -2.33559217e-01  -3.86923684e-02
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 [  1.05870309e-01   8.02507774e-02  -5.08869188e-02  -1.07841016e-01
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 [ -9.68003513e-02   2.64480853e-02  -1.46100908e-02   2.46696055e-02
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 [  3.10586365e-02   1.12745264e-01  -4.44756975e-02  -4.05332035e-02
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   -1.15175520e-01  -2.73899081e-01]
 [  5.51487341e-02  -1.44122555e-01   5.76863612e-03   2.92630887e-02
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 [  7.03219284e-02  -2.25233973e-01  -1.38112671e-02  -2.32622968e-02
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   -2.97467040e-01  -1.21769946e-01]
 [ -8.33285029e-02  -3.35696750e-01   3.19495301e-02  -8.30850937e-02
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 [ -2.17460867e-01  -1.71166308e-01   8.86294356e-02   4.74444902e-02
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   -1.65683218e-02  -3.29125337e-02]
 [ -9.43280932e-02   1.20324700e-02   3.01253285e-01  -9.34926578e-02
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   -1.41415235e-01   1.26994896e-01]
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 [  9.35718239e-02   1.77023532e-01   1.54342919e-01  -1.20034052e-01
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 [  2.83161277e-01   1.34028240e-01  -1.15732499e-01   2.25080679e-01
   -6.66296073e-01  -2.50224511e-01  -2.72404273e-01   1.79063188e-01
    3.09772691e-01  -1.47191647e-01]
 [  4.67228481e-02   1.43333557e-01   2.51696477e-01   2.50003401e-01
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   -1.40196026e-01  -2.86804769e-01]
 [  4.33677680e-02   3.13068290e-03  -1.08132861e-01  -2.53830774e-02
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 [ -1.06601859e-02  -8.26882188e-02  -7.11656991e-02  -6.67454321e-02
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    2.58617655e-02  -6.88312863e-03]
 [  5.88416239e-03   6.41574695e-04   2.34493626e-01   4.13046932e-02
   -1.22334126e-01  -1.19563540e-01   1.86378145e-01   3.98599995e-02
   -2.11556330e-01   7.91021666e-02]
 [  3.91693363e-02  -5.88919779e-02   9.32570637e-02  -3.89778992e-02
   -9.36176402e-02   8.83781379e-02   1.63373524e-01  -2.71441220e-01
   -5.26319049e-02  -1.34416207e-01]
 [ -3.61321843e-02   1.40855171e-02   7.31990024e-02  -6.59282647e-02
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   -4.83607241e-02   1.43571213e-01]
 [  2.23852350e-01   5.94719480e-02   3.08577414e-02   8.60039265e-02
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   -5.05453735e-02  -1.11086470e-02]
 [ -2.04379064e-02  -1.84608158e-01  -1.33172792e-02  -4.99020452e-02
   -1.25389042e-01  -8.72980418e-02  -3.18047812e-02   4.08886604e-02
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 [ -1.03183731e-01   2.70294430e-01   4.86077386e-02   2.10191067e-01
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 [  2.14362693e-01   1.75959156e-01   2.21108609e-01   6.84467884e-02
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   -6.30850505e-02   1.26037245e-02]
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   -2.84977445e-01  -1.06092807e-01]
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   -1.75734019e-01   7.72731906e-02]
 [  7.35788089e-02  -1.89509624e-01  -9.59204798e-02  -7.07963890e-02
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   -9.52228680e-02  -1.20261530e-01]
 [  1.52958021e-01  -1.23342884e-01  -1.37148291e-01  -6.29683162e-04
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 [ -1.26806202e-01   1.65680740e-01   2.52972512e-01  -3.82848372e-02
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   -1.35736986e-01  -6.86269651e-02]
 [ -3.45059522e-01   1.49874601e-01   1.33052888e-02  -1.73883544e-02
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   -8.97103798e-02   1.00879144e-01]
 [  1.46538075e-01   1.32158574e-01  -2.42089383e-01  -1.00619650e-01
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   -1.12222517e-02  -1.89904111e-01]
 [  2.11375416e-01  -1.21050055e-01   6.06587948e-02  -2.12904616e-02
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    1.09907467e-01  -1.73617859e-01]
 [ -1.00188393e-01   6.48596304e-03   1.22370311e-01   1.17368905e-01
   -4.38718983e-02  -1.12984865e-01   2.10312893e-01  -7.64543650e-02
    1.88862131e-01   6.71858569e-03]
 [  2.54754935e-02  -8.75143150e-02   2.18037241e-01  -2.15240234e-01
    6.02339406e-02   1.05837251e-01  -3.18123601e-02  -1.11728360e-01
    3.74132437e-02   2.67769942e-01]]
[[ 0.32411267]
 [ 0.94257956]
 [ 0.16822003]
 [ 0.43790904]
 [-1.60087726]
 [-0.22939355]
 [-1.04219794]
 [-0.01560145]
 [ 0.33046028]
 [ 0.53741512]]
Progress: 8.1% ... Training loss: 0.478 ... Validation loss: 0.774[[  1.52938362e-01   3.00376755e-01  -1.19291373e-01   1.02108779e-01
   -6.61805273e-01  -6.32313755e-02  -1.45677626e-01   1.26659501e-01
   -9.96654456e-02   2.15175881e-01]
 [  2.08790677e-02   1.90583787e-01  -1.71236003e-02   4.67163178e-02
    7.23816666e-02  -8.62633614e-03   2.78837354e-01   4.13307752e-02
    1.43974345e-01  -1.94874934e-02]
 [  2.23568431e-01   4.59498279e-01   4.63995020e-02   1.82806098e-01
   -1.31572782e-01  -8.72094370e-02  -6.21176297e-01  -3.24277839e-02
    1.45186631e-01   4.32430336e-01]
 [ -5.83038169e-02  -4.11626917e-01  -2.61546710e-01  -5.12842188e-02
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   -2.17577967e-02  -2.54856492e-03]
 [ -4.01919151e-03   2.14729153e-01  -1.48521574e-01   4.48975949e-02
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   -2.00307358e-01   5.50212379e-02]
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[[ 0.3175474 ]
 [ 0.9362581 ]
 [ 0.15868114]
 [ 0.43040635]
 [-1.61839598]
 [-0.24224816]
 [-1.05715594]
 [-0.02555794]
 [ 0.3230776 ]
 [ 0.52969668]]
Progress: 8.2% ... Training loss: 0.477 ... Validation loss: 0.780[[  1.52987856e-01   2.99027778e-01  -1.19274150e-01   1.01995311e-01
   -6.59628401e-01  -6.31031295e-02  -1.44437659e-01   1.26660563e-01
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[[ 0.32316818]
 [ 0.94533295]
 [ 0.16481908]
 [ 0.44047879]
 [-1.61596122]
 [-0.23586402]
 [-1.05343414]
 [-0.01813619]
 [ 0.33139875]
 [ 0.53910688]]
Progress: 8.2% ... Training loss: 0.475 ... Validation loss: 0.772[[  1.53891515e-01   3.01289274e-01  -1.18752476e-01   1.03245100e-01
   -6.61698365e-01  -6.38346447e-02  -1.46469684e-01   1.26606822e-01
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   -1.76313573e-01   7.63576648e-02]
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 [ -3.45131195e-01   1.48660165e-01   1.32472817e-02  -1.75832484e-02
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   -8.97130378e-02   1.00331727e-01]
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   -1.05236988e-02  -1.89089822e-01]
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 [ -9.96736982e-02   7.61419896e-03   1.22631846e-01   1.18030598e-01
   -4.44272832e-02  -1.13282710e-01   2.08869355e-01  -7.64729077e-02
    1.89358415e-01   7.42225681e-03]
 [  2.53032963e-02  -8.79611055e-02   2.17875626e-01  -2.15488105e-01
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[[ 0.33888544]
 [ 0.95939323]
 [ 0.17714416]
 [ 0.45492313]
 [-1.61444982]
 [-0.22543592]
 [-1.0494974 ]
 [-0.00550915]
 [ 0.34963006]
 [ 0.55435598]]
Progress: 8.2% ... Training loss: 0.477 ... Validation loss: 0.761[[  1.54610980e-01   3.01737441e-01  -1.18426820e-01   1.03999788e-01
   -6.62727868e-01  -6.41350380e-02  -1.47671885e-01   1.26595948e-01
   -9.78225956e-02   2.17274830e-01]
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 [  2.22864634e-01   4.56717445e-01   4.58195957e-02   1.80747250e-01
   -1.24371132e-01  -8.60065863e-02  -6.16857749e-01  -3.24010168e-02
    1.43813210e-01   4.30012574e-01]
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   -1.82732093e-02   3.70173650e-03]
 [ -5.21694882e-03   2.10607777e-01  -1.48961771e-01   4.29345325e-02
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   -2.01065475e-01   5.18627227e-02]
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   -2.03495257e-02   2.56980672e-02]
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   -3.35780000e-02   1.34980481e-01]
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   -1.20207860e-01  -1.35197708e-01]
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   -1.99181724e-01   2.46101550e-02]
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 [  6.18678289e-02   3.60592133e-02   9.24583271e-02   1.05951872e-01
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   -2.65693932e-02  -4.29226495e-02]
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 [  4.87156510e-02   2.06752819e-02  -1.21867952e-01   3.56096265e-02
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   -1.73237710e-01  -5.62175930e-02]
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   -1.17085404e-01  -2.77057592e-01]
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 [  6.86731257e-02  -2.30258189e-01  -1.46794684e-02  -2.55321008e-02
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   -1.84941795e-02  -3.58392763e-02]
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   -1.42812419e-01   1.24699697e-01]
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 [  2.85745509e-01   1.41249050e-01  -1.14468925e-01   2.28581153e-01
   -6.77395506e-01  -2.52104041e-01  -2.80632878e-01   1.78923627e-01
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 [  4.69898023e-02   1.43949630e-01   2.51853754e-01   2.50413161e-01
   -5.07584618e-02  -1.92829988e-01  -1.69138019e-01  -1.31413538e-01
   -1.39901504e-01  -2.86414032e-01]
 [  4.35784405e-02   3.51661074e-03  -1.08053747e-01  -2.50852555e-02
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 [  6.71178733e-03   2.79051975e-03   2.34889936e-01   4.24245416e-02
   -1.26155751e-01  -1.20138012e-01   1.83865745e-01   3.98220709e-02
   -2.10665847e-01   8.02960072e-02]
 [  3.90882466e-02  -5.90361587e-02   9.31924122e-02  -3.91446794e-02
   -9.31548559e-02   8.84415641e-02   1.63594805e-01  -2.71434486e-01
   -5.27154711e-02  -1.34616822e-01]
 [ -3.59801540e-02   1.48035518e-02   7.32615920e-02  -6.57030770e-02
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   -4.82549723e-02   1.43832986e-01]
 [  2.22392862e-01   5.54474070e-02   3.00724210e-02   8.39438082e-02
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   -5.20740694e-02  -1.35502506e-02]
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   -6.27253560e-02   1.31249026e-02]
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   -2.84717478e-01  -1.05701821e-01]
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   -1.76469883e-01   7.61196511e-02]
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   -9.68322979e-02  -1.22787326e-01]
 [  1.53757743e-01  -1.21541739e-01  -1.36817205e-01   4.43016573e-04
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 [ -1.27994515e-01   1.61573380e-01   2.52328686e-01  -4.00104045e-02
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   -1.37028432e-01  -7.06351131e-02]
 [ -3.45014633e-01   1.48420689e-01   1.33235555e-02  -1.74030358e-02
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   -8.95253818e-02   1.00319902e-01]
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   -1.14530990e-02  -1.90509353e-01]
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   -4.53012208e-02  -1.13458256e-01   2.08154956e-01  -7.64773555e-02
    1.89632264e-01   7.80252908e-03]
 [  2.50740680e-02  -8.89301191e-02   2.17744352e-01  -2.15756545e-01
    6.18620529e-02   1.06100432e-01  -3.05536344e-02  -1.11723826e-01
    3.70147856e-02   2.67236862e-01]]
[[ 0.33331771]
 [ 0.9558378 ]
 [ 0.1710724 ]
 [ 0.45324106]
 [-1.62379312]
 [-0.22882082]
 [-1.05199591]
 [-0.00893477]
 [ 0.34718051]
 [ 0.54997604]]
Progress: 8.3% ... Training loss: 0.473 ... Validation loss: 0.763[[  1.53290484e-01   2.97063499e-01  -1.19175869e-01   1.01891319e-01
   -6.54623891e-01  -6.30484525e-02  -1.42571433e-01   1.26635359e-01
   -9.92923273e-02   2.14753170e-01]
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    1.43524592e-01  -2.02657554e-02]
 [  2.22858317e-01   4.56099057e-01   4.57902323e-02   1.80414077e-01
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   -1.84503215e-02   3.70714622e-03]
 [ -5.57525849e-03   2.09254659e-01  -1.49196530e-01   4.23085207e-02
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[[ 0.32420844]
 [ 0.94876662]
 [ 0.16215921]
 [ 0.44424491]
 [-1.63563105]
 [-0.23780528]
 [-1.06298174]
 [-0.01695718]
 [ 0.33992712]
 [ 0.54107231]]
Progress: 8.3% ... Training loss: 0.470 ... Validation loss: 0.768[[ 0.1539167   0.29863158 -0.11886909  0.1027574  -0.65585135 -0.06354571
  -0.14414036  0.12660215 -0.09854745  0.21564329]
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 [ 0.22074499  0.45085813  0.04476557  0.17724748 -0.11250905 -0.08414577
  -0.60937056 -0.03228485  0.14127799  0.42625416]
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 [ 0.11099561 -0.03944118 -0.02140089  0.1039471   0.0095087  -0.07628618
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   0.21568409  0.11961302 -0.0274026  -0.0440861 ]
 [ 0.00544854 -0.14280453 -0.29033295 -0.04764058  0.24660033 -0.09148861
   0.16511526  0.16406021  0.10559833 -0.02685942]
 [ 0.04869177  0.02026913 -0.12187278  0.03557758 -0.07280825  0.32971073
   0.24489378  0.20630348 -0.17326621 -0.0562916 ]
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 [ 0.1076129   0.08458441 -0.05002502 -0.10546293 -0.11689036 -0.329796
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 [ 0.02880739  0.1063215  -0.04564796 -0.04365919  0.25490321  0.2430968
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 [ 0.05296286 -0.15086181  0.00461796  0.02621058  0.34101647  0.06229546
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 [ 0.06772246 -0.23295786 -0.01517914 -0.0268585   0.41522245 -0.00773742
   0.27500497  0.04917219 -0.30019271 -0.12615884]
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   0.18649977  0.04881292 -0.01932007 -0.03714156]
 [-0.09697064  0.00422793  0.29988506 -0.0971922   0.19650208 -0.09966946
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 [ 0.04325589  0.00267554 -0.10823246 -0.02555427  0.16475274  0.0320501
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   0.12098748  0.00979449  0.02555406 -0.0074536 ]
 [ 0.00721092  0.00406048  0.23515313  0.04313243 -0.12865207 -0.12052445
   0.18231131  0.03979327 -0.21014858  0.08105496]
 [ 0.03909359 -0.05911793  0.09316512 -0.03918727 -0.0927097   0.08846812
   0.16341072 -0.2714323  -0.05273612 -0.13461032]
 [-0.03594222  0.01494488  0.0732763  -0.0656753   0.08107553  0.1955407
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 [ 0.22170224  0.05387111  0.02971988  0.08300127  0.05122791 -0.02148154
  -0.15154322  0.14796867 -0.05277019 -0.01467465]
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 [ 0.0679015   0.29481752  0.00526893  0.25686234 -0.3393369  -0.01834773
  -0.18295862  0.15022438  0.07053771  0.34073335]
 [ 0.21658698  0.18195583  0.22227634  0.07162968 -0.16934738  0.11031354
  -0.07669281  0.16303999  0.18240855  0.00468687]
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 [ 0.07172115 -0.194961   -0.09690076 -0.07338696  0.08532185 -0.007442
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 [ 0.15482611 -0.11875428 -0.13627256  0.00189807  0.14149084 -0.06256987
  -0.05614436 -0.14715266  0.13464811 -0.09046832]
 [-0.12844293  0.16028513  0.25211633 -0.04052854  0.20271851  0.0978019
  -0.01296967 -0.29771823 -0.137429   -0.07129437]
 [-0.34510451  0.14773584  0.01326388 -0.01754751  0.06622272 -0.17287036
  -0.09698314  0.23512148 -0.08959831  0.10004886]
 [ 0.14676715  0.13161472 -0.24195014 -0.10024056  0.09986862 -0.28739345
  -0.00925445 -0.16738042 -0.0109102  -0.1897485 ]
 [ 0.21221451 -0.12036804  0.06100351 -0.02054401  0.00436114 -0.03021337
  -0.04442526 -0.1366159   0.1107153  -0.17274794]
 [-0.10007873  0.00628416  0.12246637  0.11748781 -0.04188112 -0.11300526
   0.21009088 -0.07645218  0.18891626  0.00664128]
 [ 0.02617132 -0.08625621  0.21827247 -0.21425749  0.05706337  0.10533212
  -0.03401267 -0.11177145  0.03816484  0.26901161]]
[[  3.40689269e-01]
 [  9.64984565e-01]
 [  1.76387554e-01]
 [  4.63203662e-01]
 [ -1.62428237e+00]
 [ -2.21353255e-01]
 [ -1.04714145e+00]
 [ -1.43181754e-03]
 [  3.58470647e-01]
 [  5.56702716e-01]]
Progress: 8.4% ... Training loss: 0.473 ... Validation loss: 0.760[[ 0.15262705  0.29434118 -0.11960314  0.100935   -0.64796473 -0.06275332
  -0.13976101  0.12660784 -0.09982973  0.21321997]
 [ 0.01992964  0.18748564 -0.01761362  0.04540704  0.07726313 -0.00795527
   0.28197391  0.04136449  0.14304215 -0.02112487]
 [ 0.22145079  0.45243064  0.04510363  0.17808982 -0.11508025 -0.08448886
  -0.61137471 -0.03228744  0.14190611  0.42690326]
 [-0.05433871 -0.40005686 -0.25930124 -0.04443431  0.24470816  0.18722288
   0.2522532   0.05596688 -0.01748496  0.00620442]
 [-0.0058726   0.21015168 -0.14934911  0.04213338  0.12494584 -0.17534983
  -0.00404631 -0.11938039 -0.2013058   0.05015766]
 [-0.35278236 -0.26907169 -0.28964592  0.1310222   0.16316771  0.0587452
  -0.01434026 -0.03382403 -0.01993598  0.02592163]
 [-0.00220275 -0.11450268  0.01090726  0.10517052 -0.13290904 -0.07333258
   0.14624621 -0.18813628  0.18356304  0.05227861]
 [ 0.11330196 -0.1834729   0.03023303 -0.0700851   0.17759457 -0.04052693
   0.00326231  0.12434561  0.06227927 -0.007677  ]
 [-0.14065487  0.0235685  -0.29351976  0.02132836 -0.1791319   0.05510798
  -0.332404   -0.02649357  0.29122928 -0.07134294]
 [ 0.04150451 -0.2090588   0.07654136 -0.00122231  0.19145587 -0.08705921
   0.0078766  -0.09474954 -0.03531714  0.13142088]
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 [ 0.1101818  -0.0414821  -0.0218076   0.10287639  0.01328492 -0.07584853
   0.10706718  0.00491022  0.01936159  0.01171341]
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   0.02767343 -0.25008847  0.05471019 -0.21515795]
 [-0.06916123 -0.02415464  0.27718297  0.10267797  0.09724131 -0.06316336
  -0.14557978  0.12160439  0.07056381  0.03935861]
 [ 0.06067071  0.03249985  0.09179179  0.10415537  0.02211449 -0.02696462
   0.21747768  0.11961524 -0.02796314 -0.04505042]
 [ 0.00455057 -0.14540995 -0.29081333 -0.04896212  0.25085976 -0.09088899
   0.16788316  0.16406419  0.10462691 -0.02837352]
 [ 0.0486573   0.02005097 -0.12186407  0.03555924 -0.07264498  0.3297219
   0.24492931  0.20630352 -0.17329303 -0.05644844]
 [ 0.0148588   0.00545575  0.12481567  0.11836644 -0.06043281  0.10461829
  -0.23105873 -0.03875839  0.21575254  0.10132103]
 [ 0.10755608  0.08443683 -0.05005643 -0.10555414 -0.11666592 -0.32975835
   0.0969225   0.00849825  0.14063236  0.09044379]
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  -0.09427775 -0.01944048  0.01503724  0.13087638]
 [-0.12752072 -0.0067749  -0.18961093  0.01905536 -0.32040977 -0.01241135
  -0.06807153 -0.02231982  0.02125265  0.08949401]
 [ 0.02834208  0.10495233 -0.04589067 -0.04431955  0.25711705  0.24340991
   0.34890327  0.11379756 -0.11803018 -0.27851858]
 [ 0.05279744 -0.15134463  0.00453016  0.02597629  0.34180257  0.06240673
   0.27526344  0.09231502  0.1029693  -0.26795255]
 [ 0.06722063 -0.23463549 -0.01545644 -0.02761165  0.41770116 -0.00741434
   0.27672416  0.04917453 -0.3007678  -0.12703321]
 [-0.08665133 -0.34506146  0.03023023 -0.08770581  0.40008244 -0.13430681
   0.35049453 -0.0812058   0.01948636  0.19654693]
 [-0.22068011 -0.18031857  0.08697658  0.04305354  0.64263329  0.10737611
   0.18816802  0.04881517 -0.0198671  -0.03802385]
 [-0.09741287  0.00298223  0.29965682 -0.09779644  0.19857554 -0.09938469
   0.36249285  0.01535013 -0.14460103  0.12196942]
 [-0.06919065 -0.04921264 -0.1524481  -0.01867589  0.22562766 -0.2597165
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 [ 0.09495396  0.18048221  0.15502289 -0.11812466  0.01519351  0.06233895
  -0.08172487  0.28550758  0.05331236  0.14087881]
 [ 0.28695556  0.14461292 -0.11386574  0.2302786  -0.68255941 -0.25300306
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 [ 0.04722654  0.1446686   0.25199154  0.2507537  -0.05183215 -0.19302023
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 [ 0.04336038  0.00293689 -0.10817774 -0.02540738  0.16419018  0.03198935
  -0.06348572 -0.18338711  0.05697827  0.23808227]
 [-0.01097978 -0.08380942 -0.0713614  -0.06723726  0.04002962 -0.1676509
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 [ 0.00745955  0.00471009  0.23528089  0.0434933  -0.12973085 -0.12069406
   0.18155188  0.03979223 -0.20986624  0.08141559]
 [ 0.04001191 -0.05663772  0.09360003 -0.03792221 -0.09616478  0.08787052
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 [-0.03593985  0.01495629  0.07330375 -0.06561804  0.08100299  0.19549256
   0.171495    0.11782586 -0.04817924  0.14379194]
 [ 0.22177327  0.05417344  0.02976753  0.08312439  0.05076855 -0.02156355
  -0.15172887  0.14796826 -0.052666   -0.0145579 ]
 [-0.01764453 -0.17702349 -0.01190031 -0.04602412 -0.1376236  -0.08928618
  -0.0400728   0.0407548   0.05502604  0.11070069]
 [-0.09634402  0.28605685  0.05213328  0.21911546 -0.52300893 -0.23631614
  -0.35039446 -0.07431889  0.12899745  0.14294574]
 [ 0.06867418  0.29692047  0.00567832  0.25788739 -0.34256913 -0.01885079
  -0.1851627   0.15022101  0.07134883  0.341915  ]
 [ 0.2165104   0.18169432  0.22224083  0.07153004 -0.16899048  0.11035941
  -0.0764493   0.16304032  0.18233237  0.00456214]
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 [ 0.07024857 -0.19915303 -0.09769254 -0.07547246  0.09232789 -0.00649266
  -0.0106636   0.15354174 -0.0987068  -0.12585802]
 [ 0.15484689 -0.1189112  -0.13626444  0.00191543  0.14136796 -0.06257758
  -0.05598044 -0.14715257  0.1346566  -0.09053868]
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  -0.01075292 -0.29771523 -0.13819169 -0.07253302]
 [-0.34570557  0.14597927  0.01294231 -0.01841404  0.06923898 -0.17246714
  -0.0950722   0.23512407 -0.09026577  0.09903716]
 [ 0.14687503  0.13201674 -0.24186974 -0.10008691  0.09948478 -0.28750752
  -0.00945985 -0.16738102 -0.01081119 -0.18959647]
 [ 0.21150487 -0.12246892  0.06060829 -0.0215903   0.00778371 -0.02971242
  -0.04223621 -0.13661266  0.10993748 -0.17396669]
 [-0.10101006  0.00355696  0.12197779  0.1161606  -0.03692428 -0.11245643
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 [ 0.02693006 -0.08453058  0.21863553 -0.21316103  0.05402988  0.10482159
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[[ 0.3292978 ]
 [ 0.95467038]
 [ 0.16582125]
 [ 0.45062147]
 [-1.64152095]
 [-0.23178453]
 [-1.0617845 ]
 [-0.01647656]
 [ 0.3474854 ]
 [ 0.54492156]]
Progress: 8.4% ... Training loss: 0.467 ... Validation loss: 0.763[[ 0.15127654  0.28980718 -0.12029449  0.09897574 -0.6405288  -0.06172141
  -0.13529733  0.12667819 -0.10133255  0.2109425 ]
 [ 0.01957742  0.1863346  -0.01777235  0.04496166  0.07893276 -0.00771384
   0.28312415  0.04138052  0.14269352 -0.02173617]
 [ 0.22023004  0.44823139  0.04440391  0.17598442 -0.10784862 -0.08339709
  -0.60767244 -0.03221674  0.14043603  0.42451988]
 [-0.05564337 -0.40293511 -0.25990362 -0.04590526  0.24920456  0.18792392
   0.25632976  0.05602237 -0.01863386  0.00458479]
 [-0.0043607   0.21369195 -0.14850393  0.04431956  0.11728139 -0.17644993
  -0.00878928 -0.11946031 -0.19969861  0.05242265]
 [-0.35228196 -0.2677823  -0.2893409   0.13187498  0.16036085  0.05831498
  -0.01584662 -0.0338534  -0.01933957  0.02688842]
 [-0.00246634 -0.11564657  0.01078162  0.10478219 -0.13069999 -0.07309189
   0.14738666 -0.18812502  0.18328121  0.05171881]
 [ 0.11195127 -0.18745255  0.02956355 -0.07197657  0.18389842 -0.0395802
   0.00736189  0.12441351  0.06083748 -0.00981244]
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  -0.3297031  -0.02644901  0.29027118 -0.0728451 ]
 [ 0.03962674 -0.21470982  0.07563157 -0.0038624   0.20085831 -0.08571596
   0.0137543  -0.0946571  -0.03732363  0.12835645]
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 [-0.20397606 -0.09586392  0.12442222  0.28180307 -0.172059   -0.08698576
  -0.16442068 -0.25455974 -0.19900634  0.0247191 ]
 [ 0.11036325 -0.04117604 -0.02168492  0.10318296  0.01217786 -0.07600399
   0.10656403  0.00489853  0.01959637  0.01204193]
 [ 0.02211598 -0.05967617 -0.21776609  0.12586677 -0.01436233  0.09896217
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   0.02825553 -0.2500824   0.05456466 -0.21540274]
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  -0.14495818  0.12161221  0.07037912  0.03907937]
 [ 0.06062216  0.0322027   0.09175652  0.10402304  0.02285624 -0.02687468
   0.21765911  0.11961953 -0.02805997 -0.04523462]
 [ 0.00388068 -0.14749667 -0.29114722 -0.04989595  0.25419076 -0.0904217
   0.16987927  0.16409703  0.10394541 -0.02938376]
 [ 0.04870862  0.02012939 -0.12182452  0.03563943 -0.073183    0.32966683
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 [ 0.01428287  0.00384844  0.12452581  0.11757462 -0.05777439  0.10502186
  -0.22926652 -0.03872949  0.21516     0.10040537]
 [ 0.10739536  0.08399815 -0.05012434 -0.10577509 -0.11586847 -0.32964795
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 [ 0.02790192  0.10362678 -0.04612245 -0.0449295   0.25940325  0.24372786
   0.3503562   0.11381966 -0.11850732 -0.27924725]
 [ 0.05219277 -0.15306684  0.00421956  0.02512936  0.34485667  0.06284957
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 [ 0.09516759  0.18116584  0.15516027 -0.11772673  0.01374517  0.06213411
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 [ 0.28669931  0.14395962 -0.11398007  0.22993524 -0.68133456 -0.25282711
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 [ 0.04320179  0.002487   -0.10825603 -0.02561519  0.16496704  0.032096
  -0.06298047 -0.18338034  0.05681258  0.2378394 ]
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 [ 0.03961548 -0.05762992  0.09339147 -0.03850445 -0.0941698   0.08815777
   0.16185749 -0.27141345 -0.0522171  -0.13381997]
 [-0.03590503  0.01505476  0.07333906 -0.06553027  0.08063253  0.19545605
   0.17134888  0.11782183 -0.04813099  0.14384065]
 [ 0.22197102  0.05480484  0.02984546  0.08335269  0.04992707 -0.02167893
  -0.15240537  0.14796009 -0.05251105 -0.01426989]
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  -0.04125277  0.04073481  0.05543328  0.11124499]
 [-0.09610243  0.28654131  0.05224884  0.21942677 -0.52365986 -0.23646789
  -0.35106953 -0.07432933  0.12925557  0.14331851]
 [ 0.06919452  0.29817665  0.0059635   0.25862723 -0.34533118 -0.01922935
  -0.1867191   0.15019304  0.07194187  0.34275177]
 [ 0.21671113  0.18227294  0.22234953  0.07182211 -0.17004541  0.11021055
  -0.07709775  0.16302966  0.18255598  0.00490501]
 [-0.09690601  0.15304026  0.22983992 -0.02067295  0.08095551  0.14573599
  -0.02484584 -0.01492209 -0.06190327  0.01429382]
 [-0.10378927 -0.02526497  0.0216914   0.08080769 -0.0130743   0.12158539
   0.27858916  0.02058164 -0.28428793 -0.10507721]
 [-0.19086678  0.06038867 -0.07927898 -0.30369092  0.04856403  0.10428448
   0.01599754  0.10373098 -0.17736328  0.0747773 ]
 [ 0.06998724 -0.19993307 -0.09782861 -0.07584027  0.09362297 -0.00630815
  -0.009805    0.15355524 -0.0989936  -0.12629911]
 [ 0.1544471  -0.11991764 -0.1364584   0.00133883  0.14317173 -0.06230765
  -0.05478725 -0.14713204  0.13423215 -0.09117657]
 [-0.13011059  0.15551881  0.25128728 -0.04284785  0.2108054   0.09895936
  -0.00769987 -0.29766867 -0.13916551 -0.07407753]
 [-0.34595875  0.14552175  0.01286332 -0.01862236  0.07019294 -0.17237021
  -0.09453425  0.23513099 -0.0904474   0.09892385]
 [ 0.1473987   0.13317037 -0.24156487 -0.09926433  0.09672928 -0.28790878
  -0.01098707 -0.1674115  -0.01019117 -0.18875178]
 [ 0.21099118 -0.1239241   0.06032496 -0.02238096  0.01065921 -0.02931016
  -0.04062153 -0.13658359  0.10932157 -0.17487375]
 [-0.10138945  0.00240309  0.12177013  0.11559078 -0.03455738 -0.11215312
   0.21421911 -0.07642913  0.18754305  0.00434845]
 [ 0.02687959 -0.08511266  0.2186326  -0.21320639  0.05451264  0.10484469
  -0.0355569  -0.11177181  0.03897291  0.26992038]]
[[ 0.31634688]
 [ 0.94540137]
 [ 0.15388983]
 [ 0.43945507]
 [-1.65580491]
 [-0.24419323]
 [-1.07384789]
 [-0.02815592]
 [ 0.33305466]
 [ 0.53196245]]
Progress: 8.5% ... Training loss: 0.471 ... Validation loss: 0.777[[  1.52728288e-01   2.93912332e-01  -1.19534664e-01   1.01038141e-01
   -6.45946419e-01  -6.28538264e-02  -1.39447113e-01   1.26540835e-01
   -9.97589365e-02   2.13246353e-01]
 [  1.98628504e-02   1.87063104e-01  -1.76492415e-02   4.53450739e-02
    7.75050504e-02  -7.93773070e-03   2.82217968e-01   4.13547061e-02
    1.42984138e-01  -2.13235871e-02]
 [  2.20660051e-01   4.49764335e-01   4.46148500e-02   1.76572795e-01
   -1.08750455e-01  -8.37265498e-02  -6.09561396e-01  -3.22561628e-02
    1.40868432e-01   4.25188125e-01]
 [ -5.58136013e-02  -4.04075366e-01  -2.60000942e-01  -4.61315903e-02
    2.48442908e-01   1.88110767e-01   2.57427742e-01   5.60369053e-02
   -1.88812777e-02   4.25918528e-03]
 [ -4.38939494e-03   2.13759603e-01  -1.48529604e-01   4.42100872e-02
    1.17471341e-01  -1.76418528e-01  -8.51017762e-03  -1.19453502e-01
   -1.99601817e-01   5.22910853e-02]
 [ -3.52358121e-01  -2.68055910e-01  -2.89336958e-01   1.31837316e-01
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   -1.93544244e-02   2.67832257e-02]
 [ -1.92419547e-03  -1.13806213e-01   1.10778656e-02   1.05501759e-01
   -1.32197761e-01  -7.34992196e-02   1.45086436e-01  -1.88172512e-01
    1.83868134e-01   5.26650103e-02]
 [  1.12396360e-01  -1.86085109e-01   2.98199269e-02  -7.12461262e-02
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    6.13695999e-02  -9.04806741e-03]
 [ -1.41252664e-01   2.17529937e-02  -2.93821046e-01   2.04742956e-02
   -1.75778488e-01   5.54919166e-02  -3.30542657e-01  -2.64736550e-02
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 [  4.04501392e-02  -2.11932809e-01   7.60902361e-02  -2.68355524e-03
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   -3.64047284e-02   1.29726209e-01]
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   -1.51109177e-02  -1.06284765e-01]
 [ -6.30237415e-02   1.02299236e-01  -4.96279700e-02   5.09719321e-02
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   -1.20530124e-01  -1.35860393e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.04037639e-01  -9.60668589e-02   1.24422933e-01   2.81794609e-01
   -1.72081466e-01  -8.69823621e-02  -1.64178323e-01  -2.54559380e-01
   -1.99007968e-01   2.46413650e-02]
 [  1.10780362e-01  -4.00538624e-02  -2.14765466e-02   1.03795429e-01
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 [  2.18076949e-02  -6.05676196e-02  -2.17906305e-01   1.25404783e-01
   -1.25392379e-02   9.92216239e-02  -5.87008654e-02  -1.91671634e-02
   -1.13876634e-01  -2.44442324e-02]
 [ -1.32400304e-01  -6.21358389e-02  -2.09022238e-01   1.43081443e-01
   -1.02026910e-02   1.40197711e-01   2.62786918e-02  -2.50128372e-01
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 [ -6.92574145e-02  -2.41614801e-02   2.77160716e-01   1.02552608e-01
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    7.04835232e-02   3.92906820e-02]
 [  6.03921311e-02   3.16384287e-02   9.16517528e-02   1.03749798e-01
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   -2.82703321e-02  -4.56057103e-02]
 [  4.60676008e-03  -1.45291758e-01  -2.90779238e-01  -4.87987025e-02
    2.50403714e-01  -9.09998747e-02   1.67457071e-01   1.64027305e-01
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 [  4.83474067e-02   1.89333674e-02  -1.22003950e-01   3.50990048e-02
   -7.09459052e-02   3.29950753e-01   2.46145244e-01   2.06330431e-01
   -1.73654968e-01  -5.70310525e-02]
 [  1.44566256e-02   4.45498802e-03   1.24638647e-01   1.17875391e-01
   -5.83629895e-02   1.04871556e-01  -2.29532638e-01  -3.87492003e-02
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 [  1.07657428e-01   8.46558887e-02  -4.99967479e-02  -1.05405726e-01
   -1.17013187e-01  -3.29862391e-01   9.66102904e-02   8.48229401e-03
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 [ -9.80056331e-02   2.30590938e-02  -1.52195239e-02   2.29750012e-02
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 [ -1.27539356e-01  -6.84815575e-03  -1.89624146e-01   1.90189071e-02
   -3.20211873e-01  -1.23944838e-02  -6.80286227e-02  -2.23239227e-02
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 [  2.73294214e-02   1.01901727e-01  -4.64051143e-02  -4.57451142e-02
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   -1.19126189e-01  -2.80240852e-01]
 [  5.19006705e-02  -1.54000762e-01   4.07094817e-03   2.46980876e-02
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    1.02014617e-01  -2.69494092e-01]
 [  6.66733850e-02  -2.36330122e-01  -1.57488711e-02  -2.84186041e-02
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   -3.01370362e-01  -1.27975556e-01]
 [ -8.73124526e-02  -3.46814593e-01   2.99107311e-02  -8.86078670e-02
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 [ -2.21426992e-01  -1.82480525e-01   8.65875647e-02   4.19413566e-02
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   -2.07102317e-02  -3.93443734e-02]
 [ -9.83374937e-02   2.98533508e-04   2.99199207e-01  -9.90979895e-02
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   -1.45585847e-01   1.20468985e-01]
 [ -6.94456019e-02  -5.01220391e-02  -1.52576698e-01  -1.90313814e-02
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 [  9.52457015e-02   1.81343730e-01   1.55197193e-01  -1.17606824e-01
    1.32576523e-02   6.20727763e-02  -8.26528780e-02   2.85487181e-01
    5.36858817e-02   1.41482987e-01]
 [  2.87851972e-01   1.47775618e-01  -1.13369260e-01   2.31604543e-01
   -6.86473919e-01  -2.53720552e-01  -2.87526707e-01   1.78766046e-01
    3.14475481e-01  -1.39256595e-01]
 [  4.77967182e-02   1.46393790e-01   2.52311432e-01   2.51622189e-01
   -5.48840629e-02  -1.93487442e-01  -1.72027866e-01  -1.31480341e-01
   -1.39007264e-01  -2.85088608e-01]
 [  4.32438590e-02   2.51725636e-03  -1.08233059e-01  -2.55586412e-02
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 [ -1.09967742e-02  -8.38456610e-02  -7.13694612e-02  -6.72541996e-02
    4.01187208e-02  -1.67647436e-01   1.20973522e-01   9.79198656e-03
    2.55207493e-02  -7.48581540e-03]
 [  8.13186361e-03   6.42771350e-03   2.35621125e-01   4.44584904e-02
   -1.33228377e-01  -1.21224143e-01   1.79430267e-01   3.97432132e-02
   -2.09134648e-01   8.24259523e-02]
 [  3.94718765e-02  -5.79662960e-02   9.33281891e-02  -3.86651055e-02
   -9.32337870e-02   8.82429123e-02   1.62026743e-01  -2.71401339e-01
   -5.23334911e-02  -1.34033054e-01]
 [ -3.59734846e-02   1.49132846e-02   7.32944443e-02  -6.56541924e-02
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   -4.82295372e-02   1.43774736e-01]
 [  2.22022076e-01   5.49711549e-02   2.98763389e-02   8.34385188e-02
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   -5.24454576e-02  -1.41762797e-02]
 [ -1.69347671e-02  -1.75113532e-01  -1.15370464e-02  -4.50942837e-02
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 [ -9.58430892e-02   2.87106753e-01   5.23710112e-02   2.19789482e-01
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 [  2.17454427e-01   1.84405478e-01   2.22717532e-01   7.28637090e-02
   -1.73743031e-01   1.09625910e-01  -7.95528029e-02   1.62961840e-01
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 [ -9.68599407e-02   1.53343607e-01   2.29878332e-01  -2.05805976e-02
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   -6.18319258e-02   1.44229611e-02]
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   -2.84130100e-01  -1.04834500e-01]
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   -1.77363279e-01   7.47773016e-02]
 [  6.97444660e-02  -2.00591405e-01  -9.79379412e-02  -7.61768067e-02
    9.48709019e-02  -6.12146890e-03  -8.96923913e-03   1.53576833e-01
   -9.92522952e-02  -1.26698975e-01]
 [  1.54834003e-01  -1.18678239e-01  -1.36253011e-01   1.92415038e-03
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 [ -1.29657082e-01   1.56723802e-01   2.51534395e-01  -4.21998797e-02
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   -1.38708309e-01  -7.33133209e-02]
 [ -3.46788868e-01   1.43240430e-01   1.24768767e-02  -1.98000288e-02
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   -9.13337800e-02   9.75621268e-02]
 [  1.47706650e-01   1.34069026e-01  -2.41385965e-01  -9.87560190e-02
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   -9.83784879e-03  -1.88165250e-01]
 [  2.11023465e-01  -1.23579522e-01   6.03570748e-02  -2.23262960e-02
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    1.09412017e-01  -1.74763555e-01]
 [ -1.00759596e-01   4.07061434e-03   1.22073301e-01   1.16427407e-01
   -3.69712817e-02  -1.12633489e-01   2.12409075e-01  -7.64854728e-02
    1.88193743e-01   5.40280135e-03]
 [  2.70874165e-02  -8.45917606e-02   2.18738385e-01  -2.12874037e-01
    5.35896724e-02   1.04667609e-01  -3.60085395e-02  -1.11793148e-01
    3.92338117e-02   2.70149435e-01]]
[[ 0.32925666]
 [ 0.95769429]
 [ 0.1626125 ]
 [ 0.45070218]
 [-1.65553598]
 [-0.23865824]
 [-1.06922055]
 [-0.02076475]
 [ 0.34614547]
 [ 0.54209748]]
Progress: 8.6% ... Training loss: 0.465 ... Validation loss: 0.762[[  1.54084745e-01   2.97804666e-01  -1.18789647e-01   1.03027997e-01
   -6.51820328e-01  -6.39041189e-02  -1.42896682e-01   1.26440592e-01
   -9.81979253e-02   2.15488074e-01]
 [  1.97832171e-02   1.86809692e-01  -1.76931186e-02   4.52253394e-02
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    1.42902343e-01  -2.14637751e-02]
 [  2.21265452e-01   4.52339247e-01   4.50688445e-02   1.77578406e-01
   -1.12803775e-01  -8.42609145e-02  -6.10991821e-01  -3.23132459e-02
    1.41678635e-01   4.26037108e-01]
 [ -5.59437323e-02  -4.05284202e-01  -2.60141347e-01  -4.63603852e-02
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   -1.90474213e-02   4.18355749e-03]
 [ -3.07739298e-03   2.17138339e-01  -1.47886610e-01   4.58309931e-02
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   -1.98263867e-01   5.37640995e-02]
 [ -3.51734796e-01  -2.66672238e-01  -2.89044850e-01   1.32704389e-01
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   -1.86933147e-02   2.78456888e-02]
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[[ 0.34251897]
 [ 0.97007559]
 [ 0.17047133]
 [ 0.4633192 ]
 [-1.65357517]
 [-0.23153489]
 [-1.06718637]
 [-0.01221984]
 [ 0.35731956]
 [ 0.55419454]]
Progress: 8.6% ... Training loss: 0.464 ... Validation loss: 0.752[[  1.53976674e-01   2.97077810e-01  -1.18783017e-01   1.02902574e-01
   -6.49405903e-01  -6.38273667e-02  -1.41799242e-01   1.26440861e-01
   -9.81561820e-02   2.15047597e-01]
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 [  2.22365490e-01   4.55008738e-01   4.56337914e-02   1.79016954e-01
   -1.16497049e-01  -8.49180371e-02  -6.13509725e-01  -3.23509337e-02
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   -2.09096127e-02   1.48268105e-03]
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   -1.95020933e-02   2.64978734e-02]
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   -1.68251823e-02  -1.09005081e-01]
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   -1.21399829e-01  -1.37179071e-01]
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 [  5.96161541e-02   2.99389157e-02   9.13084305e-02   1.02761261e-01
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[[ 0.33957999]
 [ 0.96917525]
 [ 0.16864127]
 [ 0.4609562 ]
 [-1.66806885]
 [-0.23987169]
 [-1.07816681]
 [-0.01786148]
 [ 0.35376755]
 [ 0.55281749]]
Progress: 8.7% ... Training loss: 0.461 ... Validation loss: 0.750[[  1.53953056e-01   2.96871334e-01  -1.18787112e-01   1.02793833e-01
   -6.47873635e-01  -6.38323106e-02  -1.40802483e-01   1.26436114e-01
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   -1.13169483e-01  -8.44365049e-02  -6.10576518e-01  -3.23135876e-02
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   -2.13348539e-02   1.01737143e-03]
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   -1.78833076e-01   1.08863324e-01  -8.25398984e-02   1.62908550e-01
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   -6.14610317e-02   1.49284963e-02]
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   -1.77987555e-01   7.38634449e-02]
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   -1.00237568e-01  -1.28182789e-01]
 [  1.55726714e-01  -1.16033720e-01  -1.35771931e-01   3.26127968e-03
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   -1.39926842e-01  -7.51856757e-02]
 [ -3.47038542e-01   1.42406373e-01   1.23729817e-02  -2.02223133e-02
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   -9.16098922e-02   9.72126910e-02]
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   -1.12437854e-02  -1.90256237e-01]
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    1.10151184e-01  -1.73727196e-01]
 [ -9.97780579e-02   5.64538761e-03   1.22587379e-01   1.17644460e-01
   -4.03836632e-02  -1.13275034e-01   2.10596812e-01  -7.65501008e-02
    1.89250076e-01   6.55196157e-03]
 [  2.79831227e-02  -8.22855911e-02   2.19155481e-01  -2.11552497e-01
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[[ 0.34284775]
 [ 0.9744623 ]
 [ 0.17223027]
 [ 0.46799944]
 [-1.6725447 ]
 [-0.23661029]
 [-1.08146949]
 [-0.01556826]
 [ 0.36014997]
 [ 0.55743045]]
Progress: 8.7% ... Training loss: 0.460 ... Validation loss: 0.745[[  1.53814843e-01   2.95451846e-01  -1.18851088e-01   1.02536569e-01
   -6.45096474e-01  -6.37961038e-02  -1.38949336e-01   1.26442133e-01
   -9.83448114e-02   2.13980059e-01]
 [  1.98701780e-02   1.86732265e-01  -1.76555573e-02   4.53821689e-02
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    1.43036060e-01  -2.14060418e-02]
 [  2.23361767e-01   4.58119408e-01   4.60910255e-02   1.79832987e-01
   -1.18607263e-01  -8.53789365e-02  -6.13572323e-01  -3.23774241e-02
    1.43386399e-01   4.27958723e-01]
 [ -5.89018118e-02  -4.11677203e-01  -2.61333862e-01  -4.97858140e-02
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   -2.18256351e-02   9.27475586e-04]
 [ -3.66003128e-03   2.15562931e-01  -1.48158386e-01   4.48140193e-02
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   -1.98770081e-01   5.30454167e-02]
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   -1.80033342e-02   2.84759784e-02]
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   -3.15225473e-02   1.35438565e-01]
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   -1.71763801e-02  -1.09538896e-01]
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   -1.21548555e-01  -1.37434127e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
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 [ -2.03310865e-01  -9.44716195e-02   1.24787966e-01   2.82805064e-01
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   -1.98122911e-01   2.57146297e-02]
 [  1.10967527e-01  -4.06398231e-02  -2.13748932e-02   1.04137686e-01
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 [  2.23697834e-02  -5.93208783e-02  -2.17670743e-01   1.26169287e-01
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   -1.13294655e-01  -2.35751105e-02]
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 [ -6.81911903e-02  -2.13541402e-02   2.77658768e-01   1.03858121e-01
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 [  5.77959918e-02   2.48617482e-02   9.03352194e-02   1.00200802e-01
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   -3.10216768e-02  -4.98399319e-02]
 [  4.28669621e-03  -1.47257879e-01  -2.90922315e-01  -4.93002972e-02
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 [  4.84110524e-02   1.92268294e-02  -1.21895657e-01   3.53321872e-02
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   -1.73416310e-01  -5.71274137e-02]
 [  1.67187199e-02   1.07739970e-02   1.25858772e-01   1.21045041e-01
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 [ -9.78002116e-02   2.37654152e-02  -1.51188705e-02   2.32794856e-02
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 [  2.57235615e-02   9.72569931e-02  -4.72121703e-02  -4.79741448e-02
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   -1.20814319e-01  -2.82944253e-01]
 [  5.08433815e-02  -1.56845848e-01   3.54415614e-03   2.32457587e-02
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 [  6.52098448e-02  -2.41039320e-01  -1.64697021e-02  -3.03863133e-02
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   -3.02863659e-01  -1.30361796e-01]
 [ -8.90357284e-02  -3.51460900e-01   2.90425747e-02  -9.09867853e-02
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   -2.30774393e-02  -4.30107878e-02]
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   -1.48653129e-01   1.15867700e-01]
 [ -7.00871707e-02  -5.22188976e-02  -1.52895982e-01  -1.98607859e-02
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 [  9.60294872e-02   1.83750807e-01   1.55630124e-01  -1.16409957e-01
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 [  2.90145752e-01   1.53616110e-01  -1.12231663e-01   2.34728524e-01
   -6.97203224e-01  -2.55316470e-01  -2.94150423e-01   1.78643537e-01
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 [  4.82005762e-02   1.47502551e-01   2.52511703e-01   2.52200427e-01
   -5.69289668e-02  -1.93775875e-01  -1.73410079e-01  -1.31499812e-01
   -1.38577832e-01  -2.84483935e-01]
 [  4.23899369e-02   3.00885326e-04  -1.08648085e-01  -2.67311815e-02
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 [ -1.08972060e-02  -8.34261572e-02  -7.13263377e-02  -6.71103993e-02
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 [  8.57443357e-03   7.69006810e-03   2.35801482e-01   4.50543979e-02
   -1.35567067e-01  -1.21521521e-01   1.78039517e-01   3.97149686e-02
   -2.08689990e-01   8.31427575e-02]
 [  4.07225102e-02  -5.42266896e-02   9.39257139e-02  -3.68948088e-02
   -9.94959228e-02   8.73027319e-02   1.58114003e-01  -2.71466579e-01
   -5.10555289e-02  -1.31953149e-01]
 [ -3.51464687e-02   1.70104736e-02   7.36838288e-02  -6.45513833e-02
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   -4.73991260e-02   1.44886958e-01]
 [  2.21986563e-01   5.51526386e-02   2.98646809e-02   8.34786100e-02
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   -5.24924128e-02  -1.42076945e-02]
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 [  2.18733693e-01   1.87992468e-01   2.23396166e-01   7.47217571e-02
   -1.80214731e-01   1.08655655e-01  -8.33855975e-02   1.62895871e-01
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   -6.14133805e-02   1.50062278e-02]
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   -2.83528934e-01  -1.03875017e-01]
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   -1.77957123e-01   7.39089368e-02]
 [  6.85855057e-02  -2.03929824e-01  -9.85324220e-02  -7.78256663e-02
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   -1.00490649e-01  -1.28571922e-01]
 [  1.56590875e-01  -1.13960794e-01  -1.35330876e-01   4.41595392e-03
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 [ -1.29777476e-01   1.56059919e-01   2.51471109e-01  -4.23356024e-02
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   -1.38798561e-01  -7.37153148e-02]
 [ -3.47109246e-01   1.41671261e-01   1.23438572e-02  -2.03263746e-02
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   -9.16110053e-02   9.68844899e-02]
 [  1.46115557e-01   1.29787385e-01  -2.42186192e-01  -1.01137360e-01
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   -1.16293293e-02  -1.90914549e-01]
 [  2.11045726e-01  -1.23704801e-01   6.04556008e-02  -2.21199758e-02
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    1.09618836e-01  -1.74622920e-01]
 [ -9.99881244e-02   4.82870167e-03   1.22491469e-01   1.17419976e-01
   -3.92050217e-02  -1.13154691e-01   2.11562640e-01  -7.65420005e-02
    1.89029904e-01   6.19517876e-03]
 [  2.80243017e-02  -8.26163624e-02   2.19175549e-01  -2.11480496e-01
    4.97800717e-02   1.03967665e-01  -3.77869107e-02  -1.11846035e-01
    4.02720658e-02   2.71336950e-01]]
[[ 0.34863997]
 [ 0.98357096]
 [ 0.17963334]
 [ 0.47643738]
 [-1.67258226]
 [-0.23135865]
 [-1.08386806]
 [-0.01069917]
 [ 0.36904108]
 [ 0.56735735]]
Progress: 8.8% ... Training loss: 0.460 ... Validation loss: 0.739[[  1.53407525e-01   2.94167470e-01  -1.19065210e-01   1.01799996e-01
   -6.41807401e-01  -6.34433530e-02  -1.36779516e-01   1.26457832e-01
   -9.88361708e-02   2.13009412e-01]
 [  2.00133696e-02   1.87044475e-01  -1.75853032e-02   4.55827477e-02
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    1.43181615e-01  -2.11762594e-02]
 [  2.24616915e-01   4.62361970e-01   4.67134089e-02   1.81336986e-01
   -1.23378822e-01  -8.61250101e-02  -6.16721516e-01  -3.24092219e-02
    1.44272426e-01   4.29500217e-01]
 [ -5.75835882e-02  -4.08677473e-01  -2.60506459e-01  -4.77035064e-02
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   -2.03323484e-02   3.37774322e-03]
 [ -5.83035992e-03   2.09919828e-01  -1.49405019e-01   4.17199688e-02
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   -2.00919811e-01   4.89837874e-02]
 [ -3.52201132e-01  -2.69287980e-01  -2.89318487e-01   1.32175368e-01
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[[ 0.33820089]
 [ 0.97453528]
 [ 0.16771693]
 [ 0.46617582]
 [-1.68813378]
 [-0.23977673]
 [-1.09995347]
 [-0.01914171]
 [ 0.36147502]
 [ 0.55736106]]
Progress: 8.8% ... Training loss: 0.457 ... Validation loss: 0.744[[  1.52301409e-01   2.90842484e-01  -1.19601103e-01   1.00192315e-01
   -6.35656348e-01  -6.26827440e-02  -1.32877598e-01   1.26519131e-01
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 [  2.64206891e-02  -8.75343737e-02   2.18368423e-01  -2.13708555e-01
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[[ 0.33423929]
 [ 0.96960785]
 [ 0.16458535]
 [ 0.4647942 ]
 [-1.69139742]
 [-0.24009429]
 [-1.10016891]
 [-0.02271183]
 [ 0.36022052]
 [ 0.55202853]]
Progress: 8.8% ... Training loss: 0.457 ... Validation loss: 0.749[[  1.52919651e-01   2.92283004e-01  -1.19377783e-01   1.01004622e-01
   -6.37944012e-01  -6.31316666e-02  -1.34691219e-01   1.26479796e-01
   -9.93018001e-02   2.12319383e-01]
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    1.43615993e-01  -2.05391577e-02]
 [  2.21761502e-01   4.55238870e-01   4.52138558e-02   1.77045792e-01
   -1.08541383e-01  -8.40340830e-02  -6.07813879e-01  -3.22154668e-02
    1.41246263e-01   4.24636587e-01]
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   -1.89434437e-02   5.71404113e-03]
 [ -4.82988548e-03   2.13659258e-01  -1.49062237e-01   4.30496614e-02
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   -2.00212324e-01   5.03945443e-02]
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   -1.90899435e-02   2.65911592e-02]
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   -1.93649172e-02  -1.12886244e-01]
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   -1.21288642e-01  -1.36890152e-01]
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 [  6.44925992e-02  -2.43117793e-01  -1.68364393e-02  -3.13906772e-02
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 [  4.88989001e-02   1.49355880e-01   2.52849194e-01   2.53132002e-01
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   -5.26806666e-02  -1.45179487e-02]
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   -1.34928705e-02  -1.93808455e-01]
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 [ -9.94770874e-02   5.88385892e-03   1.22705348e-01   1.18079288e-01
   -4.11197721e-02  -1.13543318e-01   2.10259826e-01  -7.65874491e-02
    1.89589171e-01   7.04063246e-03]
 [  2.65856809e-02  -8.72380883e-02   2.18438379e-01  -2.13429091e-01
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[[ 0.33293084]
 [ 0.97048592]
 [ 0.16655709]
 [ 0.46669432]
 [-1.69586197]
 [-0.24160278]
 [-1.10213833]
 [-0.0242808 ]
 [ 0.35685059]
 [ 0.55199368]]
Progress: 8.9% ... Training loss: 0.456 ... Validation loss: 0.748[[  1.51272815e-01   2.87719854e-01  -1.20172950e-01   9.86112930e-02
   -6.28197031e-01  -6.19532322e-02  -1.28948715e-01   1.26597322e-01
   -1.01031476e-01   2.09512322e-01]
 [  2.01642256e-02   1.87412999e-01  -1.75005641e-02   4.58286902e-02
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 [  2.20126115e-01   4.51483486e-01   4.44849656e-02   1.74785498e-01
   -1.00006265e-01  -8.29792634e-02  -6.03126702e-01  -3.20984192e-02
    1.39455849e-01   4.22177940e-01]
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   -1.99190387e-02   4.11333611e-03]
 [ -4.68015970e-03   2.13598246e-01  -1.48953728e-01   4.32699356e-02
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   -1.99928322e-01   5.01778793e-02]
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   -1.94212692e-02   2.59165053e-02]
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   -1.20894070e-01  -1.36400836e-01]
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   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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   -1.97844993e-01   2.59526047e-02]
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 [  2.25080995e-02  -5.91839588e-02  -2.17700742e-01   1.26341106e-01
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   -1.13176057e-01  -2.33355284e-02]
 [ -1.32209358e-01  -6.23408806e-02  -2.08959140e-01   1.43229389e-01
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 [  5.66396388e-02   2.16578830e-02   8.97181867e-02   9.84915380e-02
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   -3.22920875e-02  -5.18894467e-02]
 [  4.02523782e-03  -1.48099555e-01  -2.91053397e-01  -4.97700846e-02
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 [  4.82130034e-02   1.82453027e-02  -1.22029189e-01   3.48784053e-02
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   -1.22104618e-01  -2.85008021e-01]
 [  4.92627472e-02  -1.61385251e-01   2.73898709e-03   2.09816058e-02
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 [  6.41817566e-02  -2.44058985e-01  -1.69730453e-02  -3.18130391e-02
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   -3.03928479e-01  -1.32003109e-01]
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   -2.44005071e-02  -4.50808895e-02]
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   -1.51221886e-01   1.11981833e-01]
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 [  2.90572534e-01   1.54851713e-01  -1.12024703e-01   2.35251764e-01
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 [  4.90643520e-02   1.49887303e-01   2.52933018e-01   2.53363619e-01
   -6.10336282e-02  -1.94378154e-01  -1.76118356e-01  -1.31555226e-01
   -1.37665396e-01  -2.83147195e-01]
 [  4.20599642e-02  -7.38096926e-04  -1.08811762e-01  -2.72165354e-02
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 [  8.45706389e-03   7.42038498e-03   2.35727798e-01   4.48725111e-02
   -1.34782726e-01  -1.21523637e-01   1.78303834e-01   3.97103437e-02
   -2.08853275e-01   8.29258763e-02]
 [  4.06984819e-02  -5.38869182e-02   9.39290065e-02  -3.68717358e-02
   -9.96228422e-02   8.72649237e-02   1.57904545e-01  -2.71463025e-01
   -5.11029002e-02  -1.31987970e-01]
 [ -3.50522250e-02   1.77556839e-02   7.36849119e-02  -6.44192695e-02
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   -4.73384107e-02   1.45077839e-01]
 [  2.21438178e-01   5.44906245e-02   2.95491168e-02   8.27479006e-02
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   -5.30395446e-02  -1.49709447e-02]
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   -1.01319516e-01  -1.29847009e-01]
 [  1.56990563e-01  -1.13544394e-01  -1.35164711e-01   4.88517433e-03
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 [ -1.29101469e-01   1.58204815e-01   2.51803149e-01  -4.13081984e-02
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   -1.38057930e-01  -7.26015999e-02]
 [ -3.48283344e-01   1.38147884e-01   1.17423279e-02  -2.22155995e-02
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   -9.29107985e-02   9.44251886e-02]
 [  1.43719106e-01   1.23048115e-01  -2.43388189e-01  -1.04535615e-01
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   -1.41499171e-02  -1.94892556e-01]
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   -4.09516800e-02  -1.13663751e-01   2.09736746e-01  -7.65992655e-02
    1.89775795e-01   7.32688311e-03]
 [  2.66067415e-02  -8.72112735e-02   2.18458400e-01  -2.13381077e-01
    5.73799432e-02   1.04864658e-01  -3.20250598e-02  -1.11794597e-01
    3.88849357e-02   2.68921354e-01]]
[[ 0.32260424]
 [ 0.96057162]
 [ 0.15715845]
 [ 0.45664161]
 [-1.71128902]
 [-0.25095917]
 [-1.11356672]
 [-0.03596171]
 [ 0.34618321]
 [ 0.53982743]]
Progress: 8.9% ... Training loss: 0.465 ... Validation loss: 0.765[[  1.52405857e-01   2.90712381e-01  -1.19597751e-01   1.00063513e-01
   -6.32591289e-01  -6.28061018e-02  -1.31827932e-01   1.26471108e-01
   -9.97895078e-02   2.11362546e-01]
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    1.43465772e-01  -2.07701939e-02]
 [  2.20084171e-01   4.52312469e-01   4.44232401e-02   1.74449881e-01
   -9.96870349e-02  -8.28632147e-02  -6.02721964e-01  -3.20820307e-02
    1.39283523e-01   4.21862203e-01]
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   -2.02316566e-02   3.56784641e-03]
 [ -3.09897270e-03   2.18224912e-01  -1.48186332e-01   4.55318283e-02
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[[ 0.33791434]
 [ 0.98085278]
 [ 0.17080284]
 [ 0.47601284]
 [-1.70267282]
 [-0.23903828]
 [-1.10440899]
 [-0.02406706]
 [ 0.36203697]
 [ 0.55753326]]
Progress: 9.0% ... Training loss: 0.452 ... Validation loss: 0.741[[  1.52705839e-01   2.90854653e-01  -1.19437740e-01   1.00350991e-01
   -6.32220107e-01  -6.30779141e-02  -1.31240036e-01   1.26451571e-01
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[[ 0.34344189]
 [ 0.99140365]
 [ 0.17143233]
 [ 0.48193625]
 [-1.71156241]
 [-0.24008168]
 [-1.1114278 ]
 [-0.02231086]
 [ 0.36624951]
 [ 0.56298192]]
Progress: 9.1% ... Training loss: 0.450 ... Validation loss: 0.735[[  1.52807519e-01   2.90125608e-01  -1.19382765e-01   1.00341506e-01
   -6.31018819e-01  -6.30596758e-02  -1.30101802e-01   1.26450242e-01
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   -9.18541736e-02   9.56901851e-02]
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   -1.20819843e-02  -1.92015623e-01]
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 [ -9.97500450e-02   4.62917511e-03   1.22616166e-01   1.17656803e-01
   -3.80193475e-02  -1.13369124e-01   2.11595368e-01  -7.65574769e-02
    1.89403970e-01   6.49499008e-03]
 [  2.58405488e-02  -8.99727975e-02   2.18085770e-01  -2.14384443e-01
    6.10436152e-02   1.05428821e-01  -2.90055136e-02  -1.11737194e-01
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[[ 0.34741231]
 [ 0.99948533]
 [ 0.1742235 ]
 [ 0.48755352]
 [-1.71220737]
 [-0.23878806]
 [-1.11376125]
 [-0.01801711]
 [ 0.3704154 ]
 [ 0.57120648]]
Progress: 9.1% ... Training loss: 0.449 ... Validation loss: 0.728[[  1.54868742e-01   2.95468258e-01  -1.18288777e-01   1.03327167e-01
   -6.40041709e-01  -6.45503578e-02  -1.36258919e-01   1.26338014e-01
   -9.69990987e-02   2.14037217e-01]
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    1.43667174e-01  -2.05231431e-02]
 [  2.22838352e-01   4.59346709e-01   4.57962108e-02   1.77729355e-01
   -1.09598231e-01  -8.45874843e-02  -6.09497549e-01  -3.22858880e-02
    1.42191604e-01   4.25133854e-01]
 [ -5.71417847e-02  -4.08058147e-01  -2.60355884e-01  -4.63389247e-02
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   -1.94442435e-02   5.52618282e-03]
 [ -8.50219022e-05   2.25855759e-01  -1.46652990e-01   4.97494462e-02
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   -1.94869872e-01   5.73265439e-02]
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   -1.78936913e-02   2.78675433e-02]
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   -3.05857080e-02   1.34136321e-01]
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   -1.20509254e-01  -1.35942321e-01]
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   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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   -1.11507010e-01  -2.12278050e-02]
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 [ -6.97390304e-02  -2.54981768e-02   2.76878235e-01   1.01618433e-01
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 [  5.51362413e-02   1.71725287e-02   8.89899507e-02   9.63481418e-02
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   -3.38930592e-02  -5.42990832e-02]
 [  4.67432929e-03  -1.46938867e-01  -2.90766298e-01  -4.90510150e-02
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 [  4.88100355e-02   1.92922757e-02  -1.21710304e-01   3.56686499e-02
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 [  1.06286586e-01   8.01332023e-02  -5.05908312e-02  -1.07184090e-01
   -1.09525244e-01  -3.28966896e-01   1.01833075e-01   8.50298319e-03
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 [  2.33341796e-02   8.99611565e-02  -4.84187781e-02  -5.14023276e-02
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   -1.23369015e-01  -2.87005505e-01]
 [  4.65542916e-02  -1.69644163e-01   1.31700412e-03   1.69472655e-02
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 [  6.30541521e-02  -2.47250106e-01  -1.75306622e-02  -3.34233263e-02
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   -3.05148277e-01  -1.33883229e-01]
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   -2.56651428e-02  -4.70260866e-02]
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   -1.53264139e-01   1.08942969e-01]
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 [  2.93138663e-01   1.62889334e-01  -1.10630788e-01   2.39154558e-01
   -7.11163387e-01  -2.57463993e-01  -3.03421697e-01   1.78443671e-01
    3.20240226e-01  -1.30431114e-01]
 [  4.93095552e-02   1.50496642e-01   2.53050088e-01   2.53683423e-01
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   -1.37404035e-01  -2.82773728e-01]
 [  4.12731181e-02  -2.57985800e-03  -1.09232744e-01  -2.83682072e-02
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 [  9.64942459e-03   1.09102369e-02   2.36363382e-01   4.65887323e-02
   -1.40900759e-01  -1.22376396e-01   1.74835770e-01   3.96118862e-02
   -2.07524805e-01   8.47764687e-02]
 [  4.12089350e-02  -5.24393051e-02   9.41673140e-02  -3.61882275e-02
   -1.01716118e-01   8.69033144e-02   1.56157727e-01  -2.71495496e-01
   -5.06018084e-02  -1.31169274e-01]
 [ -3.45131381e-02   1.87955079e-02   7.39541048e-02  -6.36674176e-02
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   -4.67091563e-02   1.45697462e-01]
 [  2.20390526e-01   5.20663696e-02   2.90283355e-02   8.13260080e-02
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   -5.42024145e-02  -1.66620433e-02]
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   -1.92801844e-01   1.06828093e-01  -9.03882253e-02   1.62708073e-01
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   -5.98701495e-02   1.73192873e-02]
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   -2.82951265e-01  -1.03032455e-01]
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   -1.79091539e-01   7.22021193e-02]
 [  6.68927678e-02  -2.08914797e-01  -9.94139847e-02  -8.02386257e-02
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   -1.02353017e-01  -1.31466748e-01]
 [  1.59636058e-01  -1.06297488e-01  -1.33760533e-01   8.72832438e-03
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 [ -1.26204777e-01   1.64842654e-01   2.53281528e-01  -3.72951342e-02
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   -1.34910991e-01  -6.83171582e-02]
 [ -3.48323296e-01   1.37309193e-01   1.17240611e-02  -2.23439604e-02
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   -9.29790719e-02   9.39794796e-02]
 [  1.44886099e-01   1.25750628e-01  -2.42842568e-01  -1.02794267e-01
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   -1.28302309e-02  -1.93175589e-01]
 [  2.07984232e-01  -1.32120605e-01   5.88180039e-02  -2.69187760e-02
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 [ -9.97730261e-02   4.71335568e-03   1.22627474e-01   1.17655339e-01
   -3.73948287e-02  -1.13389422e-01   2.11591849e-01  -7.65566912e-02
    1.89440294e-01   6.52331160e-03]
 [  2.66735876e-02  -8.77479209e-02   2.18485007e-01  -2.13209610e-01
    5.72560082e-02   1.04865928e-01  -3.16395011e-02  -1.11779150e-01
    3.90254734e-02   2.69085860e-01]]
[[ 0.357081  ]
 [ 1.00874636]
 [ 0.17939914]
 [ 0.49686087]
 [-1.71141774]
 [-0.23097757]
 [-1.10774844]
 [-0.01114559]
 [ 0.37808077]
 [ 0.58049436]]
Progress: 9.2% ... Training loss: 0.450 ... Validation loss: 0.723[[ 0.15400664  0.29310313 -0.11876084  0.10217726 -0.63546757 -0.06404761
  -0.13365519  0.12636253 -0.0979605   0.21258329]
 [ 0.02053561  0.18814582 -0.01733225  0.04632605  0.0743829  -0.0084466
   0.28072042  0.04131324  0.14372903 -0.02043003]
 [ 0.21999737  0.4521548   0.04427384  0.1734113  -0.09516891 -0.08265589
  -0.60188834 -0.03219024  0.1390114   0.4204702 ]
 [-0.05427994 -0.40069435 -0.25895966 -0.04230948  0.22456899  0.18715186
   0.2521104   0.05605358 -0.01642336  0.01014357]
 [-0.00173811  0.22112796 -0.14738303  0.04750263  0.10226811 -0.17888416
  -0.01849034 -0.1198153  -0.19657407  0.0544486 ]
 [-0.35174518 -0.2700934  -0.28908481  0.13310171  0.15898955  0.05729102
  -0.01468981 -0.03400418 -0.01812299  0.02742422]
 [-0.00279017 -0.11852526  0.01049319  0.10378564 -0.12010576 -0.07285531
   0.15042757 -0.188169    0.18308888  0.04998933]
 [ 0.11287815 -0.18632237  0.03014273 -0.07094407  0.18222771 -0.04048964
   0.01141573  0.12428067  0.06184952 -0.00986847]
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 [ 0.05450241  0.01539015  0.08865709  0.09544759  0.05414375 -0.02269367
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   0.17367086  0.16414498  0.10333015 -0.03043847]
 [ 0.04888623  0.01937573 -0.12166124  0.03578856 -0.07176245  0.32946242
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 [ 0.01725624  0.01266172  0.12625725  0.1219716  -0.07155673  0.1025791
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 [ 0.10664312  0.08121345 -0.05039952 -0.10665937 -0.11134282 -0.32920152
   0.10082704  0.00849164  0.13970307  0.08892745]
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 [ 0.0231627   0.08945202 -0.04850991 -0.05165299  0.283322    0.24711534
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 [ 0.04646505 -0.17007122  0.00126577  0.0168349   0.3742793   0.0670515
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 [ 0.06281829 -0.2479926  -0.01765443 -0.03376285  0.44009341 -0.00434026
   0.29187786  0.04943515 -0.30541524 -0.13428511]
 [-0.09341877 -0.36378656  0.02685481 -0.09719559  0.43323244 -0.12959332
   0.37240091 -0.08081099  0.01243053  0.18598673]
 [-0.226518   -0.19656457  0.08404981  0.03483965  0.66984754  0.11153563
   0.2072389   0.04916345 -0.02601867 -0.04757894]
 [-0.10601119 -0.02153696  0.29534968 -0.10993143  0.2412014  -0.09330373
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 [-0.07159361 -0.05684851 -0.15365218 -0.02194272  0.23785701 -0.25815665
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 [ 0.09752417  0.18747348  0.1563417  -0.11440696  0.00192035  0.06048623
  -0.09001648  0.28537271  0.05619917  0.14566187]
 [ 0.29322312  0.16302602 -0.11061924  0.23921727 -0.71070227 -0.25752705
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 [ 0.04952371  0.15110381  0.25316067  0.25398876 -0.06316303 -0.19470644
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 [ 0.04116518 -0.00290367 -0.10928846 -0.02854017  0.17561617  0.03344516
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 [ 0.01001791  0.01191594  0.23654556  0.04712633 -0.14258865 -0.1226317
   0.17375824  0.03959959 -0.20713523  0.08523613]
 [ 0.04103576 -0.05289775  0.09408354 -0.03642821 -0.10095194  0.08702058
   0.15666276 -0.27148968 -0.05078611 -0.1314363 ]
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 [ 0.22030091  0.05193918  0.02896672  0.08119684  0.0577681  -0.0207778
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  -0.37051236 -0.07481476  0.13812344  0.1553685 ]
 [ 0.07911574  0.32267906  0.0110437   0.27196197 -0.39111452 -0.02627274
  -0.21410432  0.14954621  0.08262425  0.35667121]
 [ 0.22114936  0.19451833  0.22462342  0.07841347 -0.19287028  0.10680709
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 [-0.19281958  0.05462278 -0.08022523 -0.306417    0.05785773  0.1056597
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 [ 0.06599218 -0.21137164 -0.09985205 -0.0814944   0.11329809 -0.00352647
   0.00274708  0.1537626  -0.10328975 -0.13292998]
 [ 0.15903421 -0.1082727  -0.1340777   0.00792024  0.12196925 -0.06563758
  -0.06572001 -0.14742822  0.13937293 -0.08430078]
 [-0.12623471  0.16493138  0.2532805  -0.03730636  0.19145173  0.09590481
  -0.01826278 -0.29800159 -0.13493548 -0.0684124 ]
 [-0.34854947  0.136657    0.01159214 -0.02268124  0.0859622  -0.17041407
  -0.08379474  0.23531717 -0.09324065  0.09364467]
 [ 0.145158    0.12646314 -0.24270374 -0.10238941  0.1087013  -0.28660779
  -0.00267624 -0.16739307 -0.01253959 -0.19277092]
 [ 0.2072761  -0.134074    0.05846668 -0.02793249  0.03214387 -0.0268248
  -0.02791602 -0.1363982   0.10540405 -0.18105509]
 [-0.10024277  0.00347776  0.12236572  0.11698221 -0.03441731 -0.11311113
   0.21308789 -0.07654139  0.18888866  0.00588683]
 [ 0.02663733 -0.0881574   0.21847466 -0.21321431  0.05723151  0.10487628
  -0.03139092 -0.11177927  0.03900179  0.26891934]]
[[ 0.34401783]
 [ 0.99457366]
 [ 0.16847827]
 [ 0.48535778]
 [-1.72318911]
 [-0.23701861]
 [-1.11333614]
 [-0.02077102]
 [ 0.36692614]
 [ 0.56669226]]
Progress: 9.2% ... Training loss: 0.446 ... Validation loss: 0.732[[ 0.15532383  0.2961999  -0.11804197  0.10415433 -0.6408073  -0.06503778
  -0.13695557  0.12627486 -0.09635058  0.2143623 ]
 [ 0.02068223  0.18853875 -0.01725987  0.04653645  0.07364961 -0.0085467
   0.28028841  0.04130411  0.14386789 -0.02019041]
 [ 0.21977697  0.45203016  0.04417873  0.1730459  -0.0939847  -0.08248239
  -0.60112935 -0.03217969  0.13897452  0.41977841]
 [-0.05520896 -0.40302389 -0.25932252 -0.04347932  0.22824218  0.18773165
   0.25418286  0.0561157  -0.01745861  0.00897518]
 [-0.00231423  0.2200287  -0.14750994  0.04687614  0.1047711  -0.17859407
  -0.01616226 -0.1198023  -0.19699219  0.05361312]
 [-0.3509206  -0.26852704 -0.2886364   0.1342996   0.15521972  0.05666748
  -0.01681933 -0.03405995 -0.01712359  0.02872363]
 [-0.00284183 -0.1184789   0.01047058  0.10378059 -0.1190836  -0.07286312
   0.15084991 -0.18817299  0.18306351  0.04982693]
 [ 0.11281725 -0.18666009  0.03016477 -0.07096741  0.18188584 -0.04047612
   0.0118397   0.12427903  0.06192012 -0.0101696 ]
 [-0.14162988  0.01913493 -0.29386668  0.01988057 -0.17143483  0.05571145
  -0.32525714 -0.02649023  0.29015822 -0.07373329]
 [ 0.04555577 -0.20458916  0.07865309  0.00367139  0.18383116 -0.0904896
   0.0085699  -0.09520098 -0.030201    0.13417768]
 [-0.07250673  0.14308918  0.00109668 -0.15286316 -0.02135452  0.02477195
   0.0413375  -0.10126397 -0.01955721 -0.1135543 ]
 [-0.06326322  0.10012177 -0.04967706  0.05105373  0.15551064  0.07840338
  -0.13818016 -0.01411627 -0.12067628 -0.1364007 ]
 [-0.15551755  0.00746253  0.06268347  0.02389781 -0.17762879 -0.22053904
  -0.18219283 -0.196915    0.08887335  0.17656135]
 [-0.20321572 -0.09512711  0.12492441  0.28316229 -0.17578592 -0.08773036
  -0.16638032 -0.2546163  -0.19779363  0.02588864]
 [ 0.11152228 -0.04044779 -0.02109018  0.10502014  0.00742877 -0.07721483
   0.10543394  0.00474001  0.02120004  0.01378643]
 [ 0.02459702 -0.05446835 -0.21669128  0.12918299 -0.02301203  0.09713972
  -0.06621939 -0.01937422 -0.11088724 -0.02036261]
 [-0.13163276 -0.0608829  -0.20867976  0.14399842 -0.01120746  0.13959913
   0.02431078 -0.25020594  0.0559324  -0.21357444]
 [-0.06971272 -0.02541965  0.27686474  0.10169935  0.10272567 -0.06266276
  -0.14261259  0.12164782  0.07007289  0.03804124]
 [ 0.05469841  0.01584273  0.0887704   0.09575588  0.0529434  -0.02281614
   0.23649028  0.11991129 -0.03433772 -0.05502665]
 [ 0.00277479 -0.15230873 -0.29178156 -0.05190535  0.2600921  -0.08944139
   0.1755082   0.16418977  0.10262151 -0.03158637]
 [ 0.04919741  0.02015211 -0.12144301  0.03634038 -0.07334617  0.32921013
   0.24513162  0.20627179 -0.1726435  -0.05647503]
 [ 0.01720025  0.01268591  0.12623741  0.12187568 -0.071499    0.10261288
  -0.23288833 -0.03897506  0.21865389  0.10417001]
 [ 0.10709714  0.08245883 -0.05020831 -0.10603844 -0.11328478 -0.32950566
   0.09951673  0.00846662  0.14014591  0.08959459]
 [-0.09788838  0.02321412 -0.0151699   0.02310766  0.00984921 -0.20239292
  -0.09288757 -0.01941882  0.01452142  0.1300398 ]
 [-0.12726609 -0.00641984 -0.18949513  0.01936965 -0.32113693 -0.01254626
  -0.06870337 -0.02233567  0.02145584  0.08978119]
 [ 0.02265261  0.08793563 -0.04874412 -0.05240081  0.28590889  0.24747846
   0.36801831  0.11412831 -0.12410467 -0.28814615]
 [ 0.04652898 -0.16992902  0.00130001  0.01693575  0.37395516  0.06700424
   0.29645672  0.09273772  0.09634743 -0.27870288]
 [ 0.06213551 -0.25007207 -0.0179977  -0.03478439  0.44368158 -0.0038687
   0.29424118  0.04947697 -0.3061306  -0.13548343]
 [-0.09359548 -0.36423572  0.02676769 -0.09744665  0.43403432 -0.12947087
   0.3729291  -0.08080077  0.01224684  0.18570684]
 [-0.22664492 -0.19692275  0.083985    0.03465504  0.67035067  0.11162657
   0.2076669   0.04917133 -0.02615071 -0.04778323]
 [-0.10687581 -0.02401381  0.29494304 -0.11116897  0.24550594 -0.09270374
   0.392709    0.01590383 -0.15465402  0.10696537]
 [-0.0717576  -0.05722275 -0.15372772 -0.02217299  0.23860011 -0.25806303
   0.00240414  0.17146023  0.04982705 -0.03607394]
 [ 0.09819803  0.18944442  0.15669935 -0.11336556 -0.00166684  0.06000058
  -0.09205881  0.28533071  0.05697504  0.14676796]
 [ 0.29330052  0.16303848 -0.11062988  0.2392595  -0.7104366  -0.2575465
  -0.30401341  0.17844057  0.32031143 -0.13031973]
 [ 0.04940571  0.1507444   0.25309298  0.25380298 -0.06250699 -0.19461144
  -0.17731917 -0.13157845 -0.13734282 -0.282703  ]
 [ 0.04135729 -0.00252429 -0.10919942 -0.02827211  0.17463249  0.03331505
  -0.05734241 -0.18329405  0.05475143  0.23491527]
 [-0.01002657 -0.08046755 -0.07091267 -0.0657886   0.03511467 -0.16852593
   0.11774532  0.00973226  0.02655783 -0.00583191]
 [ 0.01006097  0.01215739  0.23657074  0.04721254 -0.14287434 -0.12268903
   0.17365344  0.03959447 -0.20708084  0.08529327]
 [ 0.04109908 -0.05260602  0.09413235 -0.03632404 -0.10122135  0.08697695
   0.15636615 -0.2714956  -0.05069046 -0.13129193]
 [-0.03426195  0.01950737  0.07408294 -0.0632909   0.07365746  0.19428663
   0.166147    0.11773118 -0.04643514  0.14608658]
 [ 0.22023676  0.05183994  0.02893498  0.08112568  0.05779851 -0.02074375
  -0.14835877  0.14802771 -0.05438456 -0.01683103]
 [-0.01264575 -0.16321549 -0.00936404 -0.03892276 -0.16003471 -0.09286291
  -0.05413532  0.04041179  0.06041657  0.11805481]
 [-0.08733029  0.30588427  0.05669934  0.23125433 -0.55927815 -0.24215968
  -0.37145552 -0.07484385  0.13865747  0.15602688]
 [ 0.08010886  0.32494795  0.01153094  0.27330321 -0.39540871 -0.0269616
  -0.21665897  0.1494883   0.08366649  0.35799184]
 [ 0.22159891  0.19590708  0.22488715  0.07917648 -0.19544264  0.10642778
  -0.09205262  0.1626747   0.18805937  0.01302279]
 [-0.09448252  0.15999937  0.23108377 -0.01712386  0.06885861  0.14395967
  -0.03262338 -0.01508364 -0.05919616  0.01825837]
 [-0.10252443 -0.02193873  0.02234843  0.08267909 -0.01943023  0.12063348
   0.27451268  0.02050044 -0.28288662 -0.10291939]
 [-0.19300259  0.05409427 -0.08031638 -0.30667652  0.05873593  0.10578734
   0.02279976  0.10387148 -0.17959087  0.07150567]
 [ 0.06561824 -0.21245221 -0.10003717 -0.08205658  0.11519523 -0.00325715
   0.00395523  0.15378586 -0.10370954 -0.13355038]
 [ 0.15939459 -0.10741113 -0.133919    0.0083921   0.12047174 -0.06584549
  -0.06666528 -0.14744747  0.13973265 -0.08383261]
 [-0.12637796  0.16439507  0.25322    -0.0375636   0.1925821   0.09600049
  -0.01770131 -0.29799485 -0.1351164  -0.06865367]
 [-0.34798506  0.13820806  0.01186744 -0.02183959  0.08297338 -0.1708392
  -0.08548594  0.2352848  -0.09260556  0.09445439]
 [ 0.14540174  0.12713494 -0.24251091 -0.10190248  0.10810176 -0.28689766
  -0.0032532  -0.16741899 -0.01208993 -0.19238779]
 [ 0.20761604 -0.13335531  0.05864466 -0.02742057  0.0300842  -0.02703702
  -0.028874   -0.13642128  0.10584896 -0.1805738 ]
 [-0.10090043  0.00163261  0.12204313  0.11601655 -0.03123448 -0.11265738
   0.21526158 -0.07650312  0.18820093  0.00473361]
 [ 0.02686064 -0.08768675  0.21858822 -0.21286099  0.05614309  0.10470877
  -0.03183531 -0.11179506  0.0392629   0.26927092]]
[[ 0.35211272]
 [ 1.00427241]
 [ 0.17502977]
 [ 0.49372771]
 [-1.72330483]
 [-0.23195145]
 [-1.1115233 ]
 [-0.01325493]
 [ 0.37517387]
 [ 0.57685222]]
Progress: 9.2% ... Training loss: 0.445 ... Validation loss: 0.724[[  1.56090563e-01   2.98593117e-01  -1.17650166e-01   1.05252585e-01
   -6.44148315e-01  -6.55713977e-02  -1.38758451e-01   1.26242487e-01
   -9.54849126e-02   2.15385835e-01]
 [  2.06996085e-02   1.88720644e-01  -1.72353973e-02   4.65927753e-02
    7.35462320e-02  -8.56475537e-03   2.80138228e-01   4.13035357e-02
    1.43891028e-01  -2.00771724e-02]
 [  2.17853455e-01   4.47721819e-01   4.32763771e-02   1.70241692e-01
   -8.45394449e-02  -8.11560000e-02  -5.95349799e-01  -3.21041968e-02
    1.36946475e-01   4.16876018e-01]
 [ -5.27080505e-02  -3.97309662e-01  -2.58165293e-01  -4.01317735e-02
    2.16625487e-01   1.86261103e-01   2.46498437e-01   5.60233115e-02
   -1.47484027e-02   1.31013886e-02]
 [ -1.14460331e-03   2.24041630e-01  -1.46939259e-01   4.85977622e-02
    9.97611080e-02  -1.79425491e-01  -1.97070304e-02  -1.19846610e-01
   -1.95924620e-01   5.53779439e-02]
 [ -3.50815225e-01  -2.68147176e-01  -2.88585342e-01   1.34539378e-01
    1.54491821e-01   5.65354260e-02  -1.71887180e-02  -3.40660771e-02
   -1.69967859e-02   2.87799944e-02]
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 [  2.74924540e-02  -8.60762008e-02   2.18893182e-01  -2.11983897e-01
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[[ 0.34891418]
 [ 0.99976494]
 [ 0.16936729]
 [ 0.49152072]
 [-1.7294281 ]
 [-0.23173642]
 [-1.11327387]
 [-0.01762667]
 [ 0.37081401]
 [ 0.57311623]]
Progress: 9.3% ... Training loss: 0.443 ... Validation loss: 0.727[[  1.56555402e-01   2.98837163e-01  -1.17406056e-01   1.05789014e-01
   -6.44862527e-01  -6.58720105e-02  -1.39118699e-01   1.26218992e-01
   -9.49055533e-02   2.15623445e-01]
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 [  2.18986569e-01   4.50352030e-01   4.38071548e-02   1.71759800e-01
   -8.98066194e-02  -8.19767438e-02  -5.98235992e-01  -3.21560598e-02
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   -1.39661661e-02   1.46489378e-02]
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   -1.21051086e-01  -1.37140786e-01]
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   -5.03056725e-02  -1.30769496e-01]
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 [  1.60160867e-01  -1.04989722e-01  -1.33563444e-01   9.55229313e-03
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 [ -3.48199440e-01   1.37322216e-01   1.17420690e-02  -2.22239286e-02
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 [ -1.01448601e-01   1.40621590e-04   1.21763055e-01   1.15192712e-01
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 [  2.83100102e-02  -8.38902983e-02   2.19288181e-01  -2.10765470e-01
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[[ 0.36408776]
 [ 1.01407324]
 [ 0.18325835]
 [ 0.50598569]
 [-1.72329147]
 [-0.2204156 ]
 [-1.10592941]
 [-0.0035605 ]
 [ 0.38826436]
 [ 0.59010811]]
Progress: 9.3% ... Training loss: 0.447 ... Validation loss: 0.721[[  1.55541236e-01   2.95012532e-01  -1.17937208e-01   1.03953908e-01
   -6.38100475e-01  -6.51078902e-02  -1.35040837e-01   1.26230765e-01
   -9.60663052e-02   2.13685826e-01]
 [  2.09262377e-02   1.89119255e-01  -1.71231004e-02   4.68886674e-02
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 [  2.17867312e-01   4.47231030e-01   4.32425405e-02   1.69866785e-01
   -8.46145658e-02  -8.12068564e-02  -5.94354627e-01  -3.21429302e-02
    1.36654062e-01   4.16402517e-01]
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   -1.57396138e-02   1.21735299e-02]
 [  1.76563625e-04   2.25378982e-01  -1.46305161e-01   5.00242969e-02
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   -1.59144477e-02   3.00286365e-02]
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   -2.04533562e-02  -1.15127102e-01]
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   -1.21261210e-01  -1.37467123e-01]
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 [  2.94720050e-01   1.66778280e-01  -1.09914062e-01   2.41272099e-01
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 [  4.98827520e-02   1.51975506e-01   2.53344453e-01   2.54506095e-01
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   -1.65528010e-01  -9.36836237e-02  -5.73240657e-02   4.03678978e-02
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   -1.98845959e-01   1.05976221e-01  -9.39946054e-02   1.62637903e-01
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 [ -9.39167331e-02   1.61578001e-01   2.31359640e-01  -1.63010275e-02
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   -5.85851486e-02   1.91879523e-02]
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   -2.82601645e-01  -1.02566923e-01]
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   -1.79970983e-01   7.09873886e-02]
 [  6.40248064e-02  -2.16929980e-01  -1.00825661e-01  -8.43308835e-02
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   -1.05439475e-01  -1.36179998e-01]
 [  1.60679769e-01  -1.03673739e-01  -1.33272697e-01   1.02267757e-02
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 [ -1.25536593e-01   1.65705252e-01   2.53648979e-01  -3.64320400e-02
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   -1.34231477e-01  -6.74042231e-02]
 [ -3.48732712e-01   1.35592703e-01   1.15046535e-02  -2.30149822e-02
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   -9.33783818e-02   9.31140558e-02]
 [  1.44526202e-01   1.24861923e-01  -2.42916572e-01  -1.03185758e-01
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   -1.30377675e-02  -1.93926788e-01]
 [  2.06676998e-01  -1.36240534e-01   5.81415795e-02  -2.89207026e-02
    3.56350337e-02  -2.63862221e-02  -2.58742740e-02  -1.36401928e-01
    1.04791302e-01  -1.82305703e-01]
 [ -1.02168682e-01  -1.80076601e-03   1.21391013e-01   1.14174271e-01
   -2.49374969e-02  -1.11854179e-01   2.19018730e-01  -7.64795126e-02
    1.86903699e-01   2.68873773e-03]
 [  2.75519260e-02  -8.59811941e-02   2.18928779e-01  -2.11804764e-01
    5.26837384e-02   1.04200700e-01  -3.32626017e-02  -1.11854690e-01
    4.00134559e-02   2.70116028e-01]]
[[ 0.34701462]
 [ 1.00330463]
 [ 0.1684108 ]
 [ 0.49364639]
 [-1.74384471]
 [-0.23528643]
 [-1.12405062]
 [-0.02125504]
 [ 0.37054357]
 [ 0.57416488]]
Progress: 9.4% ... Training loss: 0.441 ... Validation loss: 0.724[[  1.56109995e-01   2.96111485e-01  -1.17568442e-01   1.04984520e-01
   -6.39014836e-01  -6.54816643e-02  -1.35865149e-01   1.26180266e-01
   -9.52591269e-02   2.14543223e-01]
 [  2.05260979e-02   1.87989414e-01  -1.73273611e-02   4.62772234e-02
    7.46473302e-02  -8.42694399e-03   2.80778412e-01   4.13161168e-02
    1.43743972e-01  -2.03975041e-02]
 [  2.18007221e-01   4.46826827e-01   4.33082582e-02   1.69904320e-01
   -8.32546706e-02  -8.11189279e-02  -5.94260262e-01  -3.21484917e-02
    1.36752146e-01   4.16263608e-01]
 [ -5.52430743e-02  -4.01799791e-01  -2.59331223e-01  -4.31034937e-02
    2.23226506e-01   1.87697425e-01   2.53655291e-01   5.61057353e-02
   -1.76792825e-02   1.01313722e-02]
 [ -1.11286680e-03   2.21351975e-01  -1.47022988e-01   4.80890009e-02
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   -1.95422031e-01   5.41454335e-02]
 [ -3.49914086e-01  -2.66641672e-01  -2.88118033e-01   1.35739253e-01
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   -1.58652970e-02   2.99393255e-02]
 [ -2.21488757e-03  -1.17797767e-01   1.07538773e-02   1.04465848e-01
   -1.19838499e-01  -7.31678682e-02   1.49394510e-01  -1.88220433e-01
    1.83748927e-01   5.05681785e-02]
 [  1.11168067e-01  -1.91927269e-01   2.93539098e-02  -7.33706033e-02
    1.90386167e-01  -3.95147515e-02   1.85074650e-02   1.24274909e-01
    6.01123024e-02  -1.33189744e-02]
 [ -1.43188683e-01   1.44693145e-02  -2.94632854e-01   1.76741876e-02
   -1.63353507e-01   5.66605724e-02  -3.19721260e-01  -2.64651900e-02
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 [  4.58508942e-02  -2.05467376e-01   7.88795242e-02   3.88869222e-03
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   -2.97518081e-02   1.33972195e-01]
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   -1.55903173e-02   2.54444945e-02   4.57392592e-02  -1.01261899e-01
   -2.06894274e-02  -1.15685179e-01]
 [ -6.40140575e-02   9.74942874e-02  -5.00913877e-02   4.99357580e-02
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   -1.21496110e-01  -1.37866512e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
    8.88733526e-02   1.76561354e-01]
 [ -2.02895460e-01  -9.45446897e-02   1.25063121e-01   2.83556699e-01
   -1.76540260e-01  -8.79392884e-02  -1.67131578e-01  -2.54627797e-01
   -1.97422874e-01   2.61893299e-02]
 [  1.11183885e-01  -4.16508136e-02  -2.12597893e-02   1.04614074e-01
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 [  2.55986924e-02  -5.20172242e-02  -2.16180390e-01   1.30608211e-01
   -2.73372976e-02   9.64907759e-02  -6.87362751e-02  -1.93850132e-02
   -1.09751992e-01  -1.88415548e-02]
 [ -1.31009595e-01  -5.96375952e-02  -2.08382751e-01   1.44760897e-01
   -1.34577692e-02   1.39259283e-01   2.26961694e-02  -2.50227834e-01
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 [ -6.95730053e-02  -2.48101718e-02   2.76994506e-01   1.01908882e-01
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    7.02589570e-02   3.83248838e-02]
 [  5.32564314e-02   1.09965744e-02   8.79292800e-02   9.34025393e-02
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   -3.60798770e-02  -5.77689612e-02]
 [  2.50268802e-03  -1.53367151e-01  -2.91894400e-01  -5.22566535e-02
    2.60705762e-01  -8.93443555e-02   1.76698339e-01   1.64151427e-01
    1.02410237e-01  -3.21117884e-02]
 [  4.90737154e-02   1.91666580e-02  -1.21508027e-01   3.61323287e-02
   -7.21092379e-02   3.29265933e-01   2.46243586e-01   2.06272052e-01
   -1.72752909e-01  -5.69947101e-02]
 [  1.67263091e-02   1.17845881e-02   1.26084729e-01   1.21383831e-01
   -6.86509896e-02   1.02820287e-01  -2.29974353e-01  -3.89882273e-02
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 [  1.06310289e-01   8.00801811e-02  -5.05732550e-02  -1.07161157e-01
   -1.09394376e-01  -3.29007048e-01   1.02013996e-01   8.49724649e-03
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 [ -9.83688892e-02   2.19747650e-02  -1.54331308e-02   2.24239845e-02
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 [ -1.27007968e-01  -6.06208205e-03  -1.89377429e-01   1.97103499e-02
   -3.22263014e-01  -1.26900306e-02  -6.93974008e-02  -2.23409781e-02
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 [  2.17299801e-02   8.51874897e-02  -4.91998301e-02  -5.37135317e-02
    2.90653462e-01   2.48101856e-01   3.71169334e-01   1.14173568e-01
   -1.25109161e-01  -2.89745854e-01]
 [  4.49218348e-02  -1.74455437e-01   5.01847909e-04   1.46060017e-02
    3.81599361e-01   6.80502313e-02   3.01552943e-01   9.27961949e-02
    9.46498109e-02  -2.81358266e-01]
 [  6.03437547e-02  -2.55072515e-01  -1.89137852e-02  -3.73962676e-02
    4.52463405e-01  -2.70671969e-03   2.99978993e-01   4.95340283e-02
   -3.08094297e-01  -1.38493478e-01]
 [ -9.59306573e-02  -3.70422935e-01   2.56044963e-02  -1.00801340e-01
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    9.81888990e-03   1.82123720e-01]
 [ -2.27683409e-01  -1.99806983e-01   8.34880038e-02   3.32240688e-02
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   -2.71984817e-02  -4.94085187e-02]
 [ -1.08808550e-01  -2.95622598e-02   2.94035493e-01  -1.13900023e-01
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   -1.56703367e-01   1.03987601e-01]
 [ -7.31052866e-02  -6.10748716e-02  -1.54370357e-01  -2.40569404e-02
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 [  9.89716358e-02   1.91484043e-01   1.57108489e-01  -1.12203335e-01
   -5.75039271e-03   5.94814383e-02  -9.43921404e-02   2.85299674e-01
    5.78065114e-02   1.48068425e-01]
 [  2.95072166e-01   1.67941842e-01  -1.09725867e-01   2.41868910e-01
   -7.18019164e-01  -2.58722943e-01  -3.09647503e-01   1.78353686e-01
    3.22201610e-01  -1.27357030e-01]
 [  4.95887751e-02   1.51148939e-01   2.53197788e-01   2.54078475e-01
   -6.33632762e-02  -1.94757433e-01  -1.77975155e-01  -1.31580369e-01
   -1.37152406e-01  -2.82500972e-01]
 [  4.08615548e-02  -4.09480852e-03  -1.09473491e-01  -2.90213307e-02
    1.77191972e-01   3.36363635e-02  -5.56438256e-02  -1.83275491e-01
    5.41695416e-02   2.34102282e-01]
 [ -1.03162966e-02  -8.13467150e-02  -7.10829502e-02  -6.62970252e-02
    3.68381063e-02  -1.68310365e-01   1.18472506e-01   9.74999488e-03
    2.61936334e-02  -6.35480980e-03]
 [  1.04076039e-02   1.31296471e-02   2.36766937e-01   4.78184773e-02
   -1.44615028e-01  -1.22974189e-01   1.72591301e-01   3.95612801e-02
   -2.06606630e-01   8.58862797e-02]
 [  4.14133303e-02  -5.17730551e-02   9.42647122e-02  -3.59014048e-02
   -1.02740639e-01   8.67862676e-02   1.55453053e-01  -2.71506058e-01
   -5.03612020e-02  -1.30822880e-01]
 [ -3.36418349e-02   2.12687329e-02   7.44034318e-02  -6.23521512e-02
    7.06362814e-02   1.93830173e-01   1.64094721e-01   1.17697526e-01
   -4.57371782e-02   1.47011453e-01]
 [  2.19912146e-01   5.13399944e-02   2.87112173e-02   8.04491449e-02
    6.01888614e-02  -2.04694422e-02  -1.47786481e-01   1.48068956e-01
   -5.49432532e-02  -1.74199876e-02]
 [ -1.07898670e-02  -1.58195087e-01  -8.42940689e-03  -3.62576365e-02
   -1.67450402e-01  -9.40462163e-02  -5.90026734e-02   4.03338004e-02
    6.23898669e-02   1.20691218e-01]
 [ -8.38948623e-02   3.13476217e-01   5.84118869e-02   2.35959258e-01
   -5.74082813e-01  -2.44266814e-01  -3.79527755e-01  -7.49860519e-02
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 [  8.16975646e-02   3.29005188e-01   1.23105556e-02   2.75478041e-01
   -4.02617552e-01  -2.79982282e-02  -2.21268811e-01   1.49406699e-01
    8.54136679e-02   3.60160587e-01]
 [  2.22340395e-01   1.97747159e-01   2.25262803e-01   8.02873497e-02
   -1.99483270e-01   1.05878272e-01  -9.42406589e-02   1.62629642e-01
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 [ -9.37016433e-02   1.62214733e-01   2.31458351e-01  -1.59932223e-02
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   -5.83527625e-02   1.95383880e-02]
 [ -1.02131563e-01  -2.08219764e-02   2.25329296e-02   8.32726269e-02
   -2.13803140e-02   1.20337581e-01   2.73339259e-01   2.04811555e-02
   -2.82418369e-01  -1.02274151e-01]
 [ -1.93411032e-01   5.29807506e-02  -8.05458244e-02  -3.07290110e-01
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   -1.80033015e-01   7.08548908e-02]
 [  6.37333055e-02  -2.17764224e-01  -1.00963197e-01  -8.47328260e-02
    1.24295946e-01  -2.09073033e-03   9.74300775e-03   1.53845567e-01
   -1.05739023e-01  -1.36652461e-01]
 [  1.60585163e-01  -1.04207177e-01  -1.33298413e-01   1.01826149e-02
    1.14331035e-01  -6.66736546e-02  -6.93341365e-02  -1.47492408e-01
    1.41113576e-01  -8.20551121e-02]
 [ -1.25961006e-01   1.64503367e-01   2.53414489e-01  -3.71114634e-02
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   -1.34693826e-01  -6.80846920e-02]
 [ -3.49313405e-01   1.33900692e-01   1.12305969e-02  -2.38253477e-02
    8.96402619e-02  -1.70000607e-01  -8.12730560e-02   2.35333615e-01
   -9.39927905e-02   9.21893408e-02]
 [  1.44681705e-01   1.24956575e-01  -2.42847951e-01  -1.02957676e-01
    1.12337197e-01  -2.86477862e-01  -6.23682998e-04  -1.67415488e-01
   -1.28629359e-02  -1.93780712e-01]
 [  2.07099813e-01  -1.35181101e-01   5.83667704e-02  -2.82887866e-02
    3.44234371e-02  -2.66986809e-02  -2.68455147e-02  -1.36430447e-01
    1.05195321e-01  -1.81604754e-01]
 [ -1.02321946e-01  -2.41502155e-03   1.21320674e-01   1.13924552e-01
   -2.37091380e-02  -1.11747101e-01   2.19764391e-01  -7.64705905e-02
    1.86750615e-01   2.39838890e-03]
 [  2.76646939e-02  -8.60061380e-02   2.18972001e-01  -2.11587156e-01
    5.26674551e-02   1.04139754e-01  -3.33086369e-02  -1.11864689e-01
    4.02207254e-02   2.70146411e-01]]
[[ 0.34656705]
 [ 1.00428463]
 [ 0.16795007]
 [ 0.49359591]
 [-1.75571551]
 [-0.23886834]
 [-1.13125754]
 [-0.02398141]
 [ 0.37055032]
 [ 0.57393935]]
Progress: 9.4% ... Training loss: 0.440 ... Validation loss: 0.723[[  1.55369596e-01   2.93906602e-01  -1.17867277e-01   1.03969347e-01
   -6.34561940e-01  -6.49693118e-02  -1.33304175e-01   1.26226560e-01
   -9.59675022e-02   2.13308657e-01]
 [  2.03780505e-02   1.87524001e-01  -1.74049015e-02   4.60552402e-02
    7.54321507e-02  -8.31702313e-03   2.81358514e-01   4.13266390e-02
    1.43571492e-01  -2.06738494e-02]
 [  2.17058705e-01   4.44591445e-01   4.28801851e-02   1.68376578e-01
   -7.76438282e-02  -8.04416908e-02  -5.91186554e-01  -3.20811383e-02
    1.35772175e-01   4.14700461e-01]
 [ -5.47642225e-02  -4.01032621e-01  -2.59114202e-01  -4.22887766e-02
    2.20716653e-01   1.87393485e-01   2.52807839e-01   5.60735442e-02
   -1.72274410e-02   1.08567023e-02]
 [ -3.55385796e-04   2.23527965e-01  -1.46550820e-01   4.94579479e-02
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   -1.94425859e-01   5.52496313e-02]
 [ -3.49758312e-01  -2.66477488e-01  -2.88053032e-01   1.36016001e-01
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   -1.56627731e-02   3.00903749e-02]
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 [  1.60219832e-01  -1.05411442e-01  -1.33476973e-01   9.65551321e-03
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 [ -3.49303845e-01   1.33835072e-01   1.12398894e-02  -2.38941951e-02
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   -1.34281827e-02  -1.94717337e-01]
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 [ -1.02778403e-01  -3.68646994e-03   1.21110961e-01   1.13302290e-01
   -2.10487881e-02  -1.11462430e-01   2.21325151e-01  -7.64395829e-02
    1.86291913e-01   1.63709872e-03]
 [  2.69214975e-02  -8.80526650e-02   2.18614620e-01  -2.12741978e-01
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[[ 0.33586454]
 [ 0.99582226]
 [ 0.15743955]
 [ 0.48427828]
 [-1.76859895]
 [-0.24733547]
 [-1.14316661]
 [-0.0329532 ]
 [ 0.3602466 ]
 [ 0.56445746]]
Progress: 9.5% ... Training loss: 0.446 ... Validation loss: 0.734[[  1.53223682e-01   2.87359175e-01  -1.18909671e-01   1.00678026e-01
   -6.21882672e-01  -6.33908100e-02  -1.25249034e-01   1.26445192e-01
   -9.84333395e-02   2.09669157e-01]
 [  2.04231626e-02   1.87485828e-01  -1.73942683e-02   4.61124895e-02
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    1.43592616e-01  -2.06212092e-02]
 [  2.15190661e-01   4.40226135e-01   4.19028074e-02   1.65271469e-01
   -6.61550075e-02  -7.89257224e-02  -5.86071414e-01  -3.18692270e-02
    1.33417817e-01   4.11949655e-01]
 [ -5.09713236e-02  -3.91577262e-01  -2.57291574e-01  -3.66320355e-02
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   -1.30802875e-02   1.69298284e-02]
 [ -2.06237648e-03   2.19416132e-01  -1.47367911e-01   4.69078160e-02
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   -1.50464078e-02   3.08885328e-02]
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 [  4.29080471e-02  -2.14555250e-01   7.74490969e-02  -6.44975065e-04
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   -3.29539143e-02   1.28858106e-01]
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   -1.22757814e-01  -1.39800442e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
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 [ -2.02749355e-01  -9.44453258e-02   1.25129445e-01   2.83786798e-01
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 [  2.54450098e-02  -5.27223318e-02  -2.16269735e-01   1.30442402e-01
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   -1.09870387e-01  -1.90567416e-02]
 [ -1.32229922e-01  -6.29225577e-02  -2.08923348e-01   1.42989451e-01
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 [ -6.99318506e-02  -2.56559650e-02   2.76836174e-01   1.01359469e-01
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 [  5.20036527e-02   7.06354148e-03   8.73375617e-02   9.15298749e-02
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   -3.74439014e-02  -5.99954003e-02]
 [  1.27016535e-03  -1.56897963e-01  -2.92513031e-01  -5.41714972e-02
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 [  4.92718845e-02   1.97983614e-02  -1.21385720e-01   3.64941352e-02
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   -1.72484794e-01  -5.66710696e-02]
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 [ -3.50306024e-01   1.30941228e-01   1.07423582e-02  -2.54135512e-02
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 [ -1.02812223e-01  -3.62120888e-03   1.21091432e-01   1.13251921e-01
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 [  2.67890939e-02  -8.85293242e-02   2.18557369e-01  -2.12915939e-01
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[[ 0.32406905]
 [ 0.98234922]
 [ 0.14723154]
 [ 0.47379113]
 [-1.77486813]
 [-0.24955065]
 [-1.14803209]
 [-0.04113341]
 [ 0.35354115]
 [ 0.55206102]]
Progress: 9.6% ... Training loss: 0.460 ... Validation loss: 0.754[[  1.57139396e-01   2.99396930e-01  -1.17025596e-01   1.06607651e-01
   -6.41775634e-01  -6.65548873e-02  -1.38877612e-01   1.25921611e-01
   -9.39654458e-02   2.16287720e-01]
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 [  2.16158958e-01   4.44135047e-01   4.24751746e-02   1.66878710e-01
   -7.25342581e-02  -7.98643326e-02  -5.89637223e-01  -3.20226828e-02
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   -1.17014116e-02   1.89329839e-02]
 [ -1.28525102e-03   2.21420283e-01  -1.47083826e-01   4.79629604e-02
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   -1.44236147e-02   3.18810011e-02]
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   -1.22131405e-01  -1.38953159e-01]
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   -4.58322701e-02   1.46904164e-01]
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   -5.46226354e-02  -1.69834139e-02]
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   -1.23149548e-02  -1.93063199e-01]
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   -2.46659893e-02  -1.12039300e-01   2.18526436e-01  -7.65309305e-02
    1.87054655e-01   2.89573194e-03]
 [  2.88372370e-02  -8.25932847e-02   2.19482775e-01  -2.09872852e-01
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[[ 0.36574998]
 [ 1.01923262]
 [ 0.18204504]
 [ 0.51542309]
 [-1.7473994 ]
 [-0.21690543]
 [-1.11672111]
 [-0.00705024]
 [ 0.3930827 ]
 [ 0.59545552]]
Progress: 9.6% ... Training loss: 0.440 ... Validation loss: 0.716[[  1.58045257e-01   3.01174310e-01  -1.16586137e-01   1.07824493e-01
   -6.43356560e-01  -6.70900725e-02  -1.40525722e-01   1.25901384e-01
   -9.28526798e-02   2.17454922e-01]
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   -1.26442933e-02   1.82233636e-02]
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 [  5.22625121e-02   7.59755017e-03   8.75029286e-02   9.19492603e-02
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 [  4.99241826e-02   1.51985290e-01   2.53380580e-01   2.54601046e-01
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   -2.05475116e-01   8.75585755e-02]
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   -5.04939021e-02  -1.31050864e-01]
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   -4.60421696e-02   1.46612721e-01]
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   -9.50987551e-02   9.03879490e-02]
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   -1.23517912e-02  -1.93129306e-01]
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   -2.29317133e-02  -1.11804915e-01   2.19690367e-01  -7.65237028e-02
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 [  2.90055905e-02  -8.21442107e-02   2.19541037e-01  -2.09603918e-01
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    4.17339476e-02   2.72142237e-01]]
[[ 0.364101  ]
 [ 1.01959066]
 [ 0.17955113]
 [ 0.51345533]
 [-1.76462918]
 [-0.22536588]
 [-1.13066975]
 [-0.01202719]
 [ 0.38994101]
 [ 0.59327637]]
Progress: 9.7% ... Training loss: 0.435 ... Validation loss: 0.710[[  1.56907149e-01   2.97905870e-01  -1.17126104e-01   1.06270691e-01
   -6.37141451e-01  -6.63927855e-02  -1.37002068e-01   1.25935511e-01
   -9.40074363e-02   2.15845249e-01]
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   -1.20809306e-02   1.94918023e-02]
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[[ 0.3678051 ]
 [ 1.02204817]
 [ 0.18122158]
 [ 0.51775086]
 [-1.76580971]
 [-0.2226111 ]
 [-1.12915282]
 [-0.00938002]
 [ 0.39517   ]
 [ 0.59545886]]
Progress: 9.7% ... Training loss: 0.434 ... Validation loss: 0.709[[  1.57335371e-01   2.98747013e-01  -1.16862032e-01   1.06747040e-01
   -6.37572066e-01  -6.66398956e-02  -1.37671495e-01   1.25925189e-01
   -9.34543856e-02   2.16273209e-01]
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   -6.63455506e-02  -7.91594369e-02  -5.85264844e-01  -3.19821400e-02
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   -1.04352890e-02   2.22127880e-02]
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[[ 0.35786965]
 [ 1.01541947]
 [ 0.17209337]
 [ 0.51145098]
 [-1.78107478]
 [-0.23123043]
 [-1.14078772]
 [-0.01782335]
 [ 0.38660858]
 [ 0.5873963 ]]
Progress: 9.8% ... Training loss: 0.431 ... Validation loss: 0.712[[  1.56722354e-01   2.95926578e-01  -1.17187491e-01   1.05565482e-01
   -6.32457229e-01  -6.60355448e-02  -1.34722574e-01   1.25957058e-01
   -9.41015555e-02   2.14905488e-01]
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 [  2.15030829e-01   4.41877828e-01   4.19421030e-02   1.64636302e-01
   -6.50143543e-02  -7.89414932e-02  -5.84677646e-01  -3.19752501e-02
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   -1.22490241e-02   1.98156980e-02]
 [  1.75950543e-03   2.28141353e-01  -1.45510313e-01   5.22186364e-02
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   -1.81800469e-01   6.83499714e-02]
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   -1.08134225e-01  -1.40245402e-01]
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 [ -3.49601442e-01   1.31704517e-01   1.11479880e-02  -2.44865123e-02
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   -1.40425323e-02  -1.95687519e-01]
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    1.07103812e-01  -1.78980470e-01]
 [ -1.03448791e-01  -5.51176979e-03   1.20725642e-01   1.12260664e-01
   -1.73951670e-02  -1.11146712e-01   2.22910766e-01  -7.65011711e-02
    1.85583423e-01   6.74506346e-04]
 [  2.90417165e-02  -8.24959320e-02   2.19550089e-01  -2.09464559e-01
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[[ 0.36162972]
 [ 1.02376584]
 [ 0.17781804]
 [ 0.5181363 ]
 [-1.78032255]
 [-0.23102117]
 [-1.14041265]
 [-0.0165313 ]
 [ 0.39072147]
 [ 0.59464379]]
Progress: 9.8% ... Training loss: 0.430 ... Validation loss: 0.708[[  1.54663305e-01   2.90159956e-01  -1.18196117e-01   1.02426998e-01
   -6.21871143e-01  -6.46474424e-02  -1.27803997e-01   1.26054566e-01
   -9.62541571e-02   2.11095844e-01]
 [  1.97303983e-02   1.85516843e-01  -1.77587342e-02   4.50828792e-02
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 [  2.11897686e-01   4.33187735e-01   4.02818935e-02   1.59502200e-01
   -4.86555391e-02  -7.67304061e-02  -5.74771427e-01  -3.18168297e-02
    1.29701413e-01   4.05114136e-01]
 [ -5.13608450e-02  -3.88962253e-01  -2.57122025e-01  -3.57506193e-02
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   -1.31754587e-02   1.86562888e-02]
 [  1.82919735e-03   2.28596038e-01  -1.45374304e-01   5.25340304e-02
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   -1.91712140e-01   5.80410811e-02]
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   -1.58561730e-02   2.93619428e-02]
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   -1.75935717e-01   5.47388148e-02  -3.26951330e-01  -2.66713675e-02
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   -2.61520531e-02   1.37210972e-01]
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   -2.27250526e-02  -1.18747097e-01]
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   -1.23278137e-01  -1.40746541e-01]
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   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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   -1.97378696e-01   2.59738026e-02]
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   -1.10111691e-01  -1.95039717e-02]
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   -1.44851021e-02   1.38684398e-01   2.03041017e-02  -2.50341685e-01
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 [  5.29809604e-02   9.19548605e-03   8.78635767e-02   9.28137514e-02
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   -3.63139430e-02  -5.82960824e-02]
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 [  4.78817637e-02   1.63615485e-02  -1.22091339e-01   3.44487100e-02
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   -1.74060595e-01  -5.90290402e-02]
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 [  1.89282721e-02   7.75230047e-02  -5.05813693e-02  -5.77618078e-02
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   -1.28193828e-01  -2.94439973e-01]
 [  4.19016258e-02  -1.82969442e-01  -9.61527066e-04   1.02646921e-02
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 [  5.77558423e-02  -2.62679153e-01  -2.02181300e-02  -4.12499655e-02
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   -3.10994689e-01  -1.42823378e-01]
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   -2.89633024e-02  -5.21373923e-02]
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   -1.59507802e-01   9.97519209e-02]
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 [  9.86750367e-02   1.90395885e-01   1.56969392e-01  -1.12638538e-01
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 [  2.99752383e-01   1.79808902e-01  -1.07409910e-01   2.48487680e-01
   -7.37950689e-01  -2.61581783e-01  -3.24077943e-01   1.78110207e-01
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 [  5.00731056e-02   1.52402897e-01   2.53466149e-01   2.54810976e-01
   -6.58704791e-02  -1.95084858e-01  -1.79702108e-01  -1.31605139e-01
   -1.36644605e-01  -2.81841937e-01]
 [  4.11108013e-02  -3.25657391e-03  -1.09354472e-01  -2.86677518e-02
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 [  1.17658645e-02   1.71080832e-02   2.37395014e-01   4.97451911e-02
   -1.50345630e-01  -1.23963828e-01   1.67932497e-01   3.94598721e-02
   -2.05119601e-01   8.81287977e-02]
 [  4.17338493e-02  -5.05334015e-02   9.44371829e-02  -3.54229851e-02
   -1.04120213e-01   8.65550508e-02   1.54329438e-01  -2.71510962e-01
   -4.99912721e-02  -1.30361297e-01]
 [ -3.41225153e-02   2.03010516e-02   7.41306109e-02  -6.30395973e-02
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   -4.62634568e-02   1.46179196e-01]
 [  2.19662178e-01   5.12735898e-02   2.85772380e-02   8.01615639e-02
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   -5.51254175e-02  -1.79000346e-02]
 [ -9.72475113e-03  -1.54917959e-01  -7.92362534e-03  -3.47818152e-02
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 [ -9.17531653e-02   1.67617305e-01   2.32420665e-01  -1.30808534e-02
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   -5.61434430e-02   2.27338428e-02]
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   -2.82208569e-01  -1.02016576e-01]
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   -1.81971951e-01   6.80832031e-02]
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   -1.08425676e-01  -1.40712616e-01]
 [  1.60153614e-01  -1.06073021e-01  -1.33460947e-01   9.50250668e-03
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 [ -1.25739706e-01   1.64523996e-01   2.53529448e-01  -3.68242791e-02
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   -1.34398401e-01  -6.78919856e-02]
 [ -3.49381906e-01   1.31886842e-01   1.12300594e-02  -2.42653913e-02
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   -9.40219190e-02   9.16236193e-02]
 [  1.43212498e-01   1.20938649e-01  -2.43675002e-01  -1.05183600e-01
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   -1.45006847e-02  -1.96339887e-01]
 [  2.07971045e-01  -1.33087398e-01   5.88695691e-02  -2.70655124e-02
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 [ -1.03805845e-01  -6.40864928e-03   1.20547553e-01   1.11744528e-01
   -1.58021036e-02  -1.10921526e-01   2.24059306e-01  -7.64857947e-02
    1.85260432e-01   6.83044318e-05]
 [  2.93559202e-02  -8.19160416e-02   2.19733854e-01  -2.09026924e-01
    4.45975096e-02   1.02896431e-01  -3.79464349e-02  -1.12092178e-01
    4.22287495e-02   2.72539409e-01]]
[[ 0.34887618]
 [ 1.01432622]
 [ 0.17005784]
 [ 0.50980146]
 [-1.79525429]
 [-0.2411664 ]
 [-1.1499772 ]
 [-0.02781375]
 [ 0.38272938]
 [ 0.58465658]]
Progress: 9.8% ... Training loss: 0.432 ... Validation loss: 0.713[[  1.55163162e-01   2.90438998e-01  -1.18004484e-01   1.02854499e-01
   -6.21142744e-01  -6.49494110e-02  -1.28287941e-01   1.26015440e-01
   -9.56388765e-02   2.11183522e-01]
 [  1.97000495e-02   1.85471722e-01  -1.77753403e-02   4.50365398e-02
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    1.42784007e-01  -2.18890293e-02]
 [  2.13871197e-01   4.38132088e-01   4.12522219e-02   1.62138433e-01
   -5.64783805e-02  -7.80423473e-02  -5.80107998e-01  -3.19734598e-02
    1.31878158e-01   4.07577217e-01]
 [ -5.18931651e-02  -3.89161381e-01  -2.57348312e-01  -3.63190506e-02
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   -1.36676359e-02   1.83338591e-02]
 [  1.47575415e-03   2.27525823e-01  -1.45585769e-01   5.20039299e-02
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[[ 0.35755424]
 [ 1.02572974]
 [ 0.17720563]
 [ 0.5199488 ]
 [-1.79776319]
 [-0.23688238]
 [-1.15139487]
 [-0.02185107]
 [ 0.3911424 ]
 [ 0.5968886 ]]
Progress: 9.9% ... Training loss: 0.427 ... Validation loss: 0.704[[  1.55924906e-01   2.91758441e-01  -1.17624244e-01   1.03805393e-01
   -6.23080878e-01  -6.53954290e-02  -1.30380405e-01   1.25969697e-01
   -9.47297729e-02   2.12739730e-01]
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 [  2.14895914e-01   4.40682939e-01   4.17339968e-02   1.63482109e-01
   -6.04995751e-02  -7.87160960e-02  -5.82994631e-01  -3.20357628e-02
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   -1.18280610e-02   2.10331452e-02]
 [  1.92128347e-03   2.28897428e-01  -1.45344992e-01   5.26974870e-02
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 [  2.97004924e-02  -8.13930727e-02   2.19864222e-01  -2.08527555e-01
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[[ 0.36268866]
 [ 1.03068095]
 [ 0.17800912]
 [ 0.52430971]
 [-1.80243248]
 [-0.23511413]
 [-1.15556053]
 [-0.02247216]
 [ 0.3933984 ]
 [ 0.59886348]]
Progress: 9.9% ... Training loss: 0.426 ... Validation loss: 0.701[[  1.55793386e-01   2.90987045e-01  -1.17722727e-01   1.03259152e-01
   -6.20472023e-01  -6.52335910e-02  -1.28899966e-01   1.25978163e-01
   -9.48676417e-02   2.11782652e-01]
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 [  2.15712189e-01   4.42938207e-01   4.22737185e-02   1.64521179e-01
   -6.47197679e-02  -7.91822636e-02  -5.84337649e-01  -3.20899112e-02
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   -1.20302198e-02   2.07166394e-02]
 [  2.08552510e-03   2.29228320e-01  -1.45350019e-01   5.27080398e-02
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   -4.46529400e-01  -3.44124120e-02  -2.47610602e-01   1.48816487e-01
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 [  2.23190652e-01   2.00302329e-01   2.25691372e-01   8.16562622e-02
   -2.04040391e-01   1.05236043e-01  -9.67971484e-02   1.62565963e-01
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   -5.57107879e-02   2.32808754e-02]
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   -2.81641261e-01  -1.01149721e-01]
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   -1.83000977e-01   6.65850480e-02]
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   -1.09491598e-01  -1.42320948e-01]
 [  1.60219089e-01  -1.05563655e-01  -1.33361465e-01   9.70064164e-03
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 [ -1.25225943e-01   1.65821462e-01   2.53766848e-01  -3.61078081e-02
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   -1.33804457e-01  -6.70384697e-02]
 [ -3.49776732e-01   1.30637729e-01   1.09929021e-02  -2.51697487e-02
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   -9.45619082e-02   9.04184325e-02]
 [  1.44035643e-01   1.22125442e-01  -2.43300298e-01  -1.04124114e-01
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   -1.35472735e-02  -1.95049973e-01]
 [  2.08087821e-01  -1.33071858e-01   5.89098902e-02  -2.70750775e-02
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    1.06145967e-01  -1.80393219e-01]
 [ -1.04014517e-01  -8.01176425e-03   1.20414016e-01   1.11144705e-01
   -1.19855921e-02  -1.10709751e-01   2.25174205e-01  -7.64763710e-02
    1.84957124e-01  -5.80418115e-04]
 [  2.92634450e-02  -8.24999754e-02   2.19674571e-01  -2.09144441e-01
    4.56540188e-02   1.02917703e-01  -3.72204641e-02  -1.12101559e-01
    4.21733706e-02   2.72110760e-01]]
[[ 0.36259519]
 [ 1.03217696]
 [ 0.1759366 ]
 [ 0.52531385]
 [-1.81108965]
 [-0.23883919]
 [-1.16461064]
 [-0.02360104]
 [ 0.39392398]
 [ 0.59997024]]
Progress: 10.0% ... Training loss: 0.424 ... Validation loss: 0.698[[  1.57152826e-01   2.94461040e-01  -1.16978401e-01   1.05302209e-01
   -6.25546994e-01  -6.62184769e-02  -1.32579342e-01   1.25879250e-01
   -9.32676886e-02   2.14049881e-01]
 [  1.99857336e-02   1.86184541e-01  -1.76274239e-02   4.54686351e-02
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    1.43116148e-01  -2.14313155e-02]
 [  2.16137483e-01   4.43368874e-01   4.24653196e-02   1.64750444e-01
   -6.48236067e-02  -7.93385261e-02  -5.84712086e-01  -3.21058576e-02
    1.34088242e-01   4.10538441e-01]
 [ -4.98086301e-02  -3.81446457e-01  -2.56108874e-01  -3.25476389e-02
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   -1.12704726e-02   2.24010700e-02]
 [  6.93361043e-04   2.24540627e-01  -1.46044378e-01   5.05542959e-02
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   -1.92656979e-01   5.56181062e-02]
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   -1.50477694e-02   3.01982850e-02]
 [  8.69635255e-04  -1.12111576e-01   1.21773546e-02   1.07687027e-01
   -1.22047812e-01  -7.49541773e-02   1.42381318e-01  -1.88516309e-01
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   -1.68875276e-01   5.56787520e-02  -3.22518068e-01  -2.65826003e-02
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   -2.30161681e-02   1.40581629e-01]
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   -2.40958036e-02  -1.20956573e-01]
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   -1.21758548e-01  -1.38557694e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.03668665e-01  -9.75136004e-02   1.24634374e-01   2.82356912e-01
   -1.71299323e-01  -8.74737796e-02  -1.63934245e-01  -2.54574092e-01
   -1.98145945e-01   2.46766198e-02]
 [  1.11460632e-01  -4.23599333e-02  -2.11008218e-02   1.05264471e-01
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 [  2.85671755e-02  -4.43180205e-02  -2.14857668e-01   1.34859362e-01
   -3.80816454e-02   9.43554079e-02  -7.74961950e-02  -1.96903905e-02
   -1.06341065e-01  -1.42596359e-02]
 [ -1.30348878e-01  -5.84824432e-02  -2.08058027e-01   1.45296894e-01
   -1.20514237e-02   1.38881688e-01   2.12623107e-02  -2.50320052e-01
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 [ -6.68379481e-02  -1.80401357e-02   2.78205022e-01   1.05457883e-01
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 [  5.09758649e-02   2.86513514e-03   8.68331732e-02   8.96098123e-02
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   -3.86649636e-02  -6.19650308e-02]
 [ -1.90428399e-03  -1.65851113e-01  -2.94126838e-01  -5.91504536e-02
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 [  4.88551728e-02   1.83988064e-02  -1.21545997e-01   3.60361467e-02
   -7.04785991e-02   3.29073378e-01   2.47354669e-01   2.06161302e-01
   -1.72765461e-01  -5.75457346e-02]
 [  1.88677347e-02   1.77573113e-02   1.27257881e-01   1.24559710e-01
   -7.81682672e-02   1.01074103e-01  -2.33428439e-01  -3.92271119e-02
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 [  1.06558352e-01   8.04465121e-02  -5.03478732e-02  -1.06687799e-01
   -1.10721258e-01  -3.29141906e-01   1.01880474e-01   8.46436088e-03
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 [ -9.72794290e-02   2.48508388e-02  -1.49010844e-02   2.39465492e-02
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 [ -1.27155543e-01  -6.79973659e-03  -1.89512639e-01   1.94924924e-02
   -3.21099828e-01  -1.26307379e-02  -6.89420850e-02  -2.23719181e-02
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 [  1.75447299e-02   7.36075250e-02  -5.12925820e-02  -5.98673615e-02
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   -1.29727579e-01  -2.96826938e-01]
 [  4.07313227e-02  -1.86537669e-01  -1.54037621e-03   8.50716428e-03
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    9.01950515e-02  -2.88356536e-01]
 [  5.61439853e-02  -2.67260619e-01  -2.09970956e-02  -4.35704556e-02
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   -3.12749213e-01  -1.45440360e-01]
 [ -1.00396011e-01  -3.82386185e-01   2.34334306e-02  -1.07311865e-01
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 [ -2.30575209e-01  -2.08001860e-01   8.20489466e-02   2.89729638e-02
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   -3.03470272e-02  -5.42067227e-02]
 [ -1.13241930e-01  -4.19389515e-02   2.91892957e-01  -1.20418033e-01
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   -1.61492999e-01   9.67105716e-02]
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 [  1.00066585e-01   1.94228079e-01   1.57677089e-01  -1.10526553e-01
   -1.12973466e-02   5.86570128e-02  -9.78707263e-02   2.85189510e-01
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 [  3.02088418e-01   1.86477836e-01  -1.06326509e-01   2.51744296e-01
   -7.47887604e-01  -2.63088025e-01  -3.31515843e-01   1.77945693e-01
    3.29710156e-01  -1.15668930e-01]
 [  5.02640932e-02   1.52924971e-01   2.53582992e-01   2.55129429e-01
   -6.68931369e-02  -1.95221209e-01  -1.80474483e-01  -1.31620230e-01
   -1.36406580e-01  -2.81461809e-01]
 [  4.08018526e-02  -3.92428239e-03  -1.09499886e-01  -2.90793622e-02
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    5.41019748e-02   2.34003615e-01]
 [ -1.09723511e-02  -8.31992253e-02  -7.14882189e-02  -6.73260630e-02
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    2.54146623e-02  -7.43094758e-03]
 [  1.11108655e-02   1.53204166e-02   2.37063633e-01   4.87672704e-02
   -1.46760928e-01  -1.23551206e-01   1.70069168e-01   3.95027275e-02
   -2.05864128e-01   8.69573199e-02]
 [  4.34036601e-02  -4.57259154e-02   9.52418663e-02  -3.29751405e-02
   -1.12059556e-01   8.54328008e-02   1.48939463e-01  -2.71619393e-01
   -4.81794756e-02  -1.27774151e-01]
 [ -3.41127588e-02   2.04090164e-02   7.41347862e-02  -6.29962971e-02
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   -4.62622391e-02   1.46264132e-01]
 [  2.19189301e-01   5.01961102e-02   2.83104181e-02   7.93278165e-02
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   -5.57467554e-02  -1.86883695e-02]
 [ -8.15847021e-03  -1.50662165e-01  -7.13286568e-03  -3.25323505e-02
   -1.79301203e-01  -9.57755757e-02  -6.69211940e-02   4.01461573e-02
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 [ -7.54296036e-02   3.31982118e-01   6.24847770e-02   2.47483087e-01
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 [  9.21123440e-02   3.55103545e-01   1.74707187e-02   2.89975020e-01
   -4.49978935e-01  -3.48617075e-02  -2.49674292e-01   1.48770140e-01
    9.69424583e-02   3.75204031e-01]
 [  2.24303861e-01   2.03350497e-01   2.26275812e-01   8.34417248e-02
   -2.09905186e-01   1.04447296e-01  -1.00325101e-01   1.62484539e-01
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 [ -9.13017952e-02   1.68655976e-01   2.32602777e-01  -1.24422811e-02
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   -5.56517698e-02   2.33568461e-02]
 [ -1.01450789e-01  -1.86525157e-02   2.28698009e-02   8.44046306e-02
   -2.53074341e-02   1.19757646e-01   2.70993196e-01   2.03895372e-02
   -2.81576249e-01  -1.01074184e-01]
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   -1.83226322e-01   6.62451123e-02]
 [  5.99905904e-02  -2.28241810e-01  -1.02770351e-01  -9.01416505e-02
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   -1.09775758e-01  -1.42783132e-01]
 [  1.60050117e-01  -1.06381315e-01  -1.33435448e-01   9.40911440e-03
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 [ -1.25342919e-01   1.65302039e-01   2.53685710e-01  -3.63148716e-02
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   -1.33903938e-01  -6.72290831e-02]
 [ -3.49862279e-01   1.30471479e-01   1.09666630e-02  -2.52381267e-02
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   -9.46360097e-02   9.04083582e-02]
 [  1.44668444e-01   1.23677449e-01  -2.42970266e-01  -1.03178669e-01
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   -1.27961327e-02  -1.93969997e-01]
 [  2.08908258e-01  -1.30951033e-01   5.93499462e-02  -2.58277797e-02
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    1.07057780e-01  -1.79045729e-01]
 [ -1.03508307e-01  -6.40157401e-03   1.20670184e-01   1.11848114e-01
   -1.39345880e-02  -1.11093178e-01   2.23553481e-01  -7.65080860e-02
    1.85475559e-01   2.41341399e-04]
 [  2.98147948e-02  -8.11252651e-02   2.19908415e-01  -2.08403050e-01
    4.31994904e-02   1.02600823e-01  -3.87448337e-02  -1.12131263e-01
    4.27671450e-02   2.72873884e-01]]
[[ 0.37736225]
 [ 1.04664816]
 [ 0.18973057]
 [ 0.54182062]
 [-1.80814499]
 [-0.22654152]
 [-1.15689438]
 [-0.01184055]
 [ 0.41129246]
 [ 0.61576009]]
Progress: 10.1% ... Training loss: 0.425 ... Validation loss: 0.693[[  1.55549461e-01   2.90737777e-01  -1.17784247e-01   1.02829065e-01
   -6.16343751e-01  -6.53024325e-02  -1.27728248e-01   1.25931115e-01
   -9.50704434e-02   2.11468531e-01]
 [  2.01901887e-02   1.86747566e-01  -1.75243031e-02   4.57627332e-02
    7.65003591e-02  -8.19470490e-03   2.82199731e-01   4.13216828e-02
    1.43329144e-01  -2.11060643e-02]
 [  2.12875990e-01   4.35651359e-01   4.06960689e-02   1.59560169e-01
   -4.76393236e-02  -7.74228769e-02  -5.75560512e-01  -3.19943529e-02
    1.30183538e-01   4.05201121e-01]
 [ -4.76207543e-02  -3.75905521e-01  -2.54832012e-01  -2.87957296e-02
    1.64379443e-01   1.81311908e-01   2.24738333e-01   5.54118208e-02
   -8.48911511e-03   2.59404917e-02]
 [  1.32579054e-03   2.26095429e-01  -1.45826871e-01   5.12212826e-02
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   -1.92070495e-01   5.65118233e-02]
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    1.84851049e-01  -7.62090782e-04]
 [  3.00644074e-02  -8.03862250e-02   2.20025292e-01  -2.08077518e-01
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[[ 0.35981687]
 [ 1.02783951]
 [ 0.17383815]
 [ 0.52557818]
 [-1.82721768]
 [-0.23905018]
 [-1.17137613]
 [-0.02767335]
 [ 0.39609015]
 [ 0.59804103]]
Progress: 10.1% ... Training loss: 0.423 ... Validation loss: 0.700[[  1.56519203e-01   2.92403993e-01  -1.17262652e-01   1.04196755e-01
   -6.18815497e-01  -6.58043328e-02  -1.29494893e-01   1.25848098e-01
   -9.39637408e-02   2.12930784e-01]
 [  2.03919383e-02   1.87265701e-01  -1.74270749e-02   4.60543140e-02
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    1.43549353e-01  -2.07761653e-02]
 [  2.16091220e-01   4.43646784e-01   4.22776386e-02   1.64137367e-01
   -6.25780887e-02  -7.93207453e-02  -5.83928267e-01  -3.22524261e-02
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   -1.29225787e-02   1.93506774e-02]
 [  1.15478470e-03   2.23870264e-01  -1.45945432e-01   5.05901994e-02
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   -1.59497946e-02   2.87436995e-02]
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   -2.43009744e-02  -1.21188003e-01]
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   -1.22522478e-01  -1.39727557e-01]
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 [  4.92052555e-02  -1.41520298e-03   8.59408248e-02   8.69982025e-02
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   -4.06735849e-02  -6.48205145e-02]
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   -1.72902941e-01  -5.78340139e-02]
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 [  2.92709002e-02  -8.25136349e-02   2.19636758e-01  -2.09303587e-01
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[[ 0.37708921]
 [ 1.0522729 ]
 [ 0.1884066 ]
 [ 0.54146251]
 [-1.8275225 ]
 [-0.23345904]
 [-1.1738682 ]
 [-0.01810494]
 [ 0.4136742 ]
 [ 0.6151444 ]]
Progress: 10.2% ... Training loss: 0.419 ... Validation loss: 0.686[[  1.56929658e-01   2.93467308e-01  -1.16978303e-01   1.04859411e-01
   -6.19004768e-01  -6.61416798e-02  -1.30422187e-01   1.25819506e-01
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 [  2.16460467e-01   4.45249008e-01   4.25229727e-02   1.64709797e-01
   -6.45985584e-02  -7.95391395e-02  -5.84785241e-01  -3.22752809e-02
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   -1.09928845e-02   2.25509199e-02]
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 [  5.48766241e-02  -2.70846521e-01  -2.16115534e-02  -4.54337594e-02
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 [  9.41069517e-02   3.59656134e-01   1.84805948e-02   2.92776025e-01
   -4.58685671e-01  -3.60834873e-02  -2.55158003e-01   1.48655295e-01
    9.91662067e-02   3.78124761e-01]
 [  2.24607768e-01   2.04135213e-01   2.26469447e-01   8.40313904e-02
   -2.11666010e-01   1.04189488e-01  -1.01111216e-01   1.62460219e-01
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 [ -9.07123454e-02   1.70225900e-01   2.32898872e-01  -1.15682225e-02
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   -2.81810125e-01  -1.01433184e-01]
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 [  5.85955615e-02  -2.31920135e-01  -1.03484988e-01  -9.22513873e-02
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 [  1.61374337e-01  -1.02166879e-01  -1.32712203e-01   1.15887373e-02
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 [ -1.25263700e-01   1.65620786e-01   2.53697848e-01  -3.62212368e-02
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   -1.33896490e-01  -6.71343798e-02]
 [ -3.51297443e-01   1.25782865e-01   1.02630279e-02  -2.74191927e-02
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   -9.62048553e-02   8.79641471e-02]
 [  1.44903404e-01   1.23444861e-01  -2.42792841e-01  -1.02777080e-01
    1.14511071e-01  -2.86776124e-01   5.93771350e-04  -1.67615677e-01
   -1.25277494e-02  -1.93688775e-01]
 [  2.07900545e-01  -1.33158091e-01   5.89162136e-02  -2.72102930e-02
    3.61083544e-02  -2.77137625e-02  -2.80224401e-02  -1.36583457e-01
    1.05924521e-01  -1.80281472e-01]
 [ -1.03844997e-01  -7.53132282e-03   1.20494835e-01   1.11209238e-01
   -1.04112497e-02  -1.10909711e-01   2.25176254e-01  -7.65065314e-02
    1.85114417e-01  -4.80966721e-04]
 [  2.94266479e-02  -8.21329492e-02   2.19699119e-01  -2.09102860e-01
    4.52842363e-02   1.02911911e-01  -3.73649264e-02  -1.12081178e-01
    4.23050627e-02   2.72155256e-01]]
[[ 0.37905721]
 [ 1.05099218]
 [ 0.18716165]
 [ 0.54137901]
 [-1.84027391]
 [-0.2359612 ]
 [-1.18160318]
 [-0.0172967 ]
 [ 0.41909293]
 [ 0.61530199]]
Progress: 10.2% ... Training loss: 0.417 ... Validation loss: 0.683[[ 0.15633952  0.29144425 -0.11722162  0.10407236 -0.61507586 -0.0658721
  -0.12869977  0.12584494 -0.09403743  0.21261428]
 [ 0.02004524  0.18620443 -0.01760058  0.04554542  0.07739166 -0.00810855
   0.28262639  0.04132319  0.14315252 -0.02134975]
 [ 0.21569158  0.44356032  0.04212944  0.163413   -0.06063866 -0.07906614
  -0.58268915 -0.03223311  0.13306792  0.40932349]
 [-0.04858175 -0.37689543 -0.25519313 -0.02994947  0.16545611  0.18186155
   0.22556912  0.05558125 -0.00938283  0.02439173]
 [-0.00248399  0.21415181 -0.14783578  0.04494618  0.1111174  -0.17797653
  -0.00735838 -0.11961469 -0.19614129  0.04922501]
 [-0.35140806 -0.27442169 -0.28903082  0.13379894  0.16270898  0.05642761
  -0.01073139 -0.03415147 -0.01698578  0.02708469]
 [-0.00103026 -0.11742043  0.01133656  0.1048022  -0.10998414 -0.07381019
   0.14868272 -0.18844013  0.184974    0.05036872]
 [ 0.10869341 -0.19938835  0.0282707  -0.07725029  0.20407306 -0.03841523
   0.03000086  0.1241436   0.0575294  -0.01771343]
 [-0.14147294  0.01791907 -0.29367985  0.02025094 -0.17044193  0.05537124
  -0.3235709  -0.02663826  0.29040077 -0.07408464]
 [ 0.04958889 -0.20097561  0.08060605  0.00785073  0.18391091 -0.09372966
   0.0072609  -0.09589626 -0.0255378   0.13673832]
 [-0.07657128  0.12955366 -0.00094353 -0.15873371  0.00460101  0.02690737
   0.05629455 -0.1012945  -0.02370103 -0.1207343 ]
 [-0.06587457  0.09126344 -0.05082549  0.04735339  0.16924421  0.08004177
  -0.12806004 -0.01403258 -0.12329552 -0.14077367]
 [-0.15551755  0.00746253  0.06268347  0.02389781 -0.17762879 -0.22053904
  -0.18219283 -0.196915    0.08887335  0.17656135]
 [-0.20445388 -0.10007643  0.124261    0.28131339 -0.1675165  -0.08703311
  -0.16125032 -0.25454327 -0.19894276  0.02335166]
 [ 0.11210255 -0.04095965 -0.02077712  0.1061475   0.0057933  -0.07791266
   0.10530751  0.00465674  0.02223853  0.01469087]
 [ 0.02661684 -0.04971543 -0.21581347  0.13201013 -0.02803849  0.09556917
  -0.07131462 -0.01958323 -0.10842456 -0.01740331]
 [-0.13095884 -0.06052823 -0.20832988  0.14436333 -0.00864044  0.13929642
   0.02323647 -0.25028851  0.05666752 -0.21279079]
 [-0.06630739 -0.01667204  0.27848502  0.10611984  0.0905688  -0.0647669
  -0.15107514  0.12138112  0.07368852  0.04240218]
 [ 0.04860107 -0.00286473  0.08569934  0.08619433  0.08807853 -0.01859815
   0.25604232  0.1202223  -0.04135317 -0.06554831]
 [-0.00272464 -0.16817488 -0.29460893 -0.06054964  0.28659612 -0.08579337
   0.19273907  0.16443533  0.0963505  -0.04037724]
 [ 0.0483674   0.01595178 -0.12181349  0.03517367 -0.06752915  0.32937666
   0.24935992  0.2061653  -0.17328773 -0.05869405]
 [ 0.02052356  0.02333337  0.12825943  0.12740355 -0.08659922  0.09983407
  -0.23785502 -0.03933999  0.22284554  0.10919871]
 [ 0.10688245  0.08127593 -0.05017112 -0.10619104 -0.11213858 -0.32939248
   0.10087658  0.00842491  0.13990997  0.08901294]
 [-0.09652975  0.02634189 -0.01456505  0.02505682  0.00276284 -0.20331245
  -0.09735566 -0.01950958  0.01596722  0.13212169]
 [-0.12739053 -0.00741255 -0.18962357  0.0191352  -0.31980151 -0.0124819
  -0.06824299 -0.02236194  0.02118241  0.08932011]
 [ 0.01601223  0.06923755 -0.05205548 -0.06211219  0.31950086  0.25188076
   0.38996008  0.11450108 -0.1314255  -0.29927419]
 [ 0.03916081 -0.1909566  -0.00232319  0.0061953   0.41022004  0.07178003
   0.32032085  0.09309017  0.0884948  -0.29089524]
 [ 0.05433543 -0.27238706 -0.0218655  -0.04618922  0.48194571  0.00114317
   0.31949768  0.04987031 -0.31468921 -0.1484708 ]
 [-0.10227373 -0.38711897  0.02250841 -0.11005115  0.47603297 -0.12384486
   0.3998427  -0.08035375  0.00297823  0.17211404]
 [-0.23258976 -0.21334438  0.08107288  0.02608588  0.69737135  0.11546469
   0.2265597   0.04948171 -0.03247399 -0.05741633]
 [-0.11542975 -0.04789936  0.29082302 -0.12360618  0.28756498 -0.08714097
   0.41890406  0.01637409 -0.16386814  0.09323047]
 [-0.07695137 -0.07211453 -0.15620794 -0.02949999  0.26390075 -0.25492739
   0.01883709  0.17166828  0.04443321 -0.04442326]
 [ 0.10122584  0.1973329   0.15822457 -0.10883269 -0.01699263  0.05793355
  -0.10137685  0.28512515  0.06024155  0.15213303]
 [ 0.30497698  0.19449271 -0.10477808  0.25612431 -0.75971625 -0.26503627
  -0.34085563  0.17780122  0.33279804 -0.11061714]
 [ 0.05009504  0.15248788  0.25351003  0.25491619 -0.06604017 -0.19515077
  -0.1799818  -0.1316137  -0.13658876 -0.28176862]
 [ 0.04058853 -0.00420814 -0.10959912 -0.02937206  0.17845126  0.03367465
  -0.05537375 -0.18328524  0.05382544  0.23364793]
 [-0.0115882  -0.08424935 -0.07183033 -0.06830418  0.04291411 -0.1677406
   0.12191364  0.00975951  0.02464259 -0.00837768]
 [ 0.01146009  0.01629201  0.23724919  0.04927042 -0.14836774 -0.12379966
   0.16894226  0.03947058 -0.20548959  0.08750016]
 [ 0.04392458 -0.04389323  0.0954876  -0.0321648  -0.11430263  0.08502316
   0.14724833 -0.27167451 -0.04764572 -0.12688779]
 [-0.03385792  0.02101355  0.07425469 -0.06262039  0.07161355  0.19395083
   0.16505728  0.11767822 -0.04597945  0.14646486]
 [ 0.21879892  0.04947644  0.02811644  0.07870652  0.06603794 -0.01986453
  -0.14561384  0.14809026 -0.05626839 -0.01931071]
 [-0.00754041 -0.14881712 -0.00683852 -0.03167764 -0.18218015 -0.09616702
  -0.06902099  0.04010698  0.06582124  0.12580335]
 [-0.07262219  0.33765837  0.06385489  0.25144847 -0.61986334 -0.25092802
  -0.40626953 -0.07569648  0.15477493  0.17787414]
 [ 0.09456169  0.36055866  0.01871386  0.29340633 -0.46045786 -0.03637225
  -0.2563627   0.14863679  0.0996784   0.37873032]
 [ 0.22545056  0.20660924  0.22692724  0.08537477 -0.21610548  0.10359623
  -0.1037618   0.16241713  0.19267555  0.0195926 ]
 [-0.09061638  0.17046315  0.23294747 -0.01142442  0.04976034  0.14132148
  -0.04479833 -0.01533917 -0.05488712  0.02446604]
 [-0.10182662 -0.01961268  0.02269261  0.08388291 -0.023672    0.11997886
   0.27208693  0.02040055 -0.28195227 -0.10167241]
 [-0.19706208  0.04288655 -0.08235197 -0.31262774  0.07869024  0.10842109
   0.03499879  0.10408483 -0.18403189  0.06516523]
 [ 0.05827851 -0.23278772 -0.10363885 -0.09271014  0.15119204  0.00137004
   0.02660054  0.15413536 -0.11170389 -0.14564165]
 [ 0.16158119 -0.10165732 -0.13261078  0.01188568  0.10878599 -0.06742314
  -0.07059962 -0.14764233  0.14250739 -0.08085077]
 [-0.12608294  0.16339418  0.25330639 -0.03741843  0.19432164  0.09575096
  -0.01698969 -0.29806213 -0.13479951 -0.06850205]
 [-0.35083456  0.12671344  0.01049148 -0.02674546  0.10214213 -0.1688847
  -0.07296379  0.23547814 -0.09566762  0.08860732]
 [ 0.1446473   0.12270727 -0.24291229 -0.10312679  0.11565645 -0.2866391
   0.00140794 -0.16760487 -0.01279172 -0.19410317]
 [ 0.20759528 -0.13381514  0.05878719 -0.02762222  0.03733097 -0.02754711
  -0.02725843 -0.13657007  0.1055664  -0.18075204]
 [-0.10428188 -0.00893786  0.12028276  0.11055441 -0.00795147 -0.11062103
   0.22662023 -0.07648596  0.18473682 -0.00122267]
 [ 0.02874238 -0.08426739  0.21935309 -0.21009735  0.04860492  0.10333036
  -0.03500194 -0.11205089  0.04158192  0.27084211]]
[[ 0.36986811]
 [ 1.0431267 ]
 [ 0.17695505]
 [ 0.53141395]
 [-1.853664  ]
 [-0.24374316]
 [-1.19171222]
 [-0.02425456]
 [ 0.40938479]
 [ 0.60521508]]
Progress: 10.2% ... Training loss: 0.417 ... Validation loss: 0.687[[  1.56654860e-01   2.91928160e-01  -1.17207672e-01   1.04190580e-01
   -6.14174137e-01  -6.59355660e-02  -1.28813972e-01   1.25831907e-01
   -9.37309724e-02   2.12829611e-01]
 [  1.99410372e-02   1.85769965e-01  -1.76579052e-02   4.53600680e-02
    7.79258257e-02  -8.03267807e-03   2.83156532e-01   4.13301246e-02
    1.43025476e-01  -2.15723262e-02]
 [  2.14390663e-01   4.39046565e-01   4.14240476e-02   1.61067210e-01
   -5.47866222e-02  -7.80585637e-02  -5.77335968e-01  -3.21316387e-02
    1.31416097e-01   4.06781270e-01]
 [ -4.69995686e-02  -3.72432457e-01  -2.54463067e-01  -2.75684861e-02
    1.57021653e-01   1.80922936e-01   2.19896365e-01   5.54841864e-02
   -7.62396856e-03   2.72514705e-02]
 [ -1.73941525e-03   2.16444661e-01  -1.47571348e-01   4.59552471e-02
    1.07696522e-01  -1.78614662e-01  -9.22126868e-03  -1.19670254e-01
   -1.95350156e-01   5.02820582e-02]
 [ -3.50333269e-01  -2.71698235e-01  -2.88549056e-01   1.35324742e-01
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   -1.57254706e-02   2.87926472e-02]
 [ -5.28299901e-04  -1.16131878e-01   1.15534262e-02   1.05431060e-01
   -1.11150761e-01  -7.41103893e-02   1.47161585e-01  -1.88471772e-01
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 [  1.08034703e-01  -2.01929837e-01   2.78827969e-02  -7.84120565e-02
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    5.66817556e-02  -1.91359192e-02]
 [ -1.41650396e-01   1.73909354e-02  -2.93778719e-01   1.99821269e-02
   -1.69386237e-01   5.55119556e-02  -3.22857518e-01  -2.66253962e-02
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 [  4.98778262e-02  -2.01033689e-01   8.05985906e-02   7.94337318e-03
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 [ -7.59733725e-02   1.31306944e-01  -6.49856238e-04  -1.57837220e-01
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   -2.30348901e-02  -1.19745190e-01]
 [ -6.60208421e-02   9.05106235e-02  -5.08998480e-02   4.70883287e-02
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   -1.23464039e-01  -1.41048055e-01]
 [ -1.55517551e-01   7.46252512e-03   6.26834706e-02   2.38978096e-02
   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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 [ -2.04129254e-01  -9.93137190e-02   1.24421474e-01   2.81821339e-01
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   -1.98550920e-01   2.39366342e-02]
 [  1.11710683e-01  -4.18776094e-02  -2.09614100e-02   1.05605146e-01
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 [  2.81933084e-02  -4.54955521e-02  -2.15096634e-01   1.34177251e-01
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 [ -1.30690574e-01  -5.98212517e-02  -2.08217704e-01   1.44706068e-01
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 [ -6.68131179e-02  -1.79568095e-02   2.78241448e-01   1.05372734e-01
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 [  4.87666998e-02  -2.71062419e-03   8.57639461e-02   8.63964309e-02
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 [ -3.14050136e-03  -1.69693524e-01  -2.94835433e-01  -6.12548926e-02
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 [  4.80010803e-02   1.46110460e-02  -1.22034971e-01   3.45365480e-02
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 [  1.06951565e-01   8.13619650e-02  -5.01527591e-02  -1.06092516e-01
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 [ -9.64544556e-02   2.66373684e-02  -1.45240481e-02   2.51751260e-02
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[[ 0.37127637]
 [ 1.04766216]
 [ 0.17832857]
 [ 0.53800762]
 [-1.85599674]
 [-0.2409691 ]
 [-1.1903915 ]
 [-0.02278068]
 [ 0.41253558]
 [ 0.60767495]]
Progress: 10.3% ... Training loss: 0.415 ... Validation loss: 0.685[[  1.56513831e-01   2.91319028e-01  -1.17172006e-01   1.04144051e-01
   -6.13748036e-01  -6.58723282e-02  -1.27693147e-01   1.25832349e-01
   -9.37263892e-02   2.12580434e-01]
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 [  2.14712116e-01   4.40340414e-01   4.16730031e-02   1.61577862e-01
   -5.66583295e-02  -7.82070877e-02  -5.78004008e-01  -3.21520398e-02
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   -9.22321325e-03   2.52696416e-02]
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   -2.22368977e-01   1.02739442e-01  -1.07543936e-01   1.62334472e-01
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   -5.45959832e-02   2.48512776e-02]
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   -2.82234934e-01  -1.02063711e-01]
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   -1.84281948e-01   6.47645082e-02]
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   -1.11967290e-01  -1.46025258e-01]
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   -1.33627425e-01  -6.69495002e-02]
 [ -3.50902275e-01   1.26526401e-01   1.04064324e-02  -2.69872291e-02
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   -9.57711403e-02   8.85866382e-02]
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   -1.12530874e-02  -1.92117643e-01]
 [  2.07913708e-01  -1.33160811e-01   5.89411329e-02  -2.72380876e-02
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    1.05913229e-01  -1.80318770e-01]
 [ -1.04055849e-01  -8.45693674e-03   1.20391657e-01   1.10869066e-01
   -8.97566989e-03  -1.10721937e-01   2.26086875e-01  -7.64973752e-02
    1.84973685e-01  -9.40382045e-04]
 [  2.79682820e-02  -8.66817662e-02   2.18956948e-01  -2.11203960e-01
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    4.07405360e-02   2.69351027e-01]]
[[ 0.37802975]
 [ 1.05331768]
 [ 0.1845477 ]
 [ 0.54368863]
 [-1.85399561]
 [-0.23748671]
 [-1.18798269]
 [-0.01892644]
 [ 0.41898991]
 [ 0.61337927]]
Progress: 10.3% ... Training loss: 0.413 ... Validation loss: 0.681[[  1.56505592e-01   2.90652680e-01  -1.17141814e-01   1.04216595e-01
   -6.13108154e-01  -6.59098486e-02  -1.26708953e-01   1.25827020e-01
   -9.35646307e-02   2.12220783e-01]
 [  1.99025249e-02   1.85667421e-01  -1.76752169e-02   4.53127183e-02
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 [  2.14314228e-01   4.40049020e-01   4.16310641e-02   1.61205410e-01
   -5.61440244e-02  -7.81847398e-02  -5.77083034e-01  -3.21381723e-02
    1.31727351e-01   4.06442553e-01]
 [ -4.82601349e-02  -3.75352981e-01  -2.55069728e-01  -2.93322917e-02
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   -9.15603693e-03   2.55227900e-02]
 [ -2.92679818e-03   2.13014215e-01  -1.48078107e-01   4.41819715e-02
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   -1.96667427e-01   4.81982368e-02]
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   -1.51355251e-02   2.95556021e-02]
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   -2.42174415e-02   1.37477657e-01]
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   -2.41507290e-02  -1.21489871e-01]
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   -1.23504506e-01  -1.41151259e-01]
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   -1.77628790e-01  -2.20539039e-01  -1.82192829e-01  -1.96914999e-01
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   -1.98298489e-01   2.42884750e-02]
 [  1.11837119e-01  -4.19905087e-02  -2.08977678e-02   1.05840366e-01
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 [  2.90291080e-02  -4.37363107e-02  -2.14685396e-01   1.35323923e-01
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   -1.05709446e-01  -1.36976934e-02]
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 [ -6.66308284e-02  -1.73937546e-02   2.78314548e-01   1.05630417e-01
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 [  4.73000940e-02  -6.69337406e-03   8.50497553e-02   8.42343781e-02
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   -4.28111056e-02  -6.76324885e-02]
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 [  4.78043678e-02   1.38982807e-02  -1.22119047e-01   3.42433519e-02
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   -1.73946445e-01  -5.97111967e-02]
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   -8.57355158e-02   9.99695124e-02  -2.36301497e-01  -3.93314441e-02
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   -3.19231283e-01  -1.24229165e-02  -6.79041682e-02  -2.23564737e-02
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 [  1.50604629e-02   6.65252234e-02  -5.25104434e-02  -6.35104202e-02
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   -1.32492151e-01  -3.00829481e-01]
 [  3.83411063e-02  -1.93476909e-01  -2.75224210e-03   4.95881955e-03
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 [  5.35218496e-02  -2.74846767e-01  -2.22584604e-02  -4.73992185e-02
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   -3.15605277e-01  -1.49875856e-01]
 [ -1.02797829e-01  -3.88476763e-01   2.22623107e-02  -1.10783221e-01
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   -3.43107443e-02  -6.01050621e-02]
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   -1.65441784e-01   9.09498090e-02]
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 [  1.02066006e-01   1.99552265e-01   1.58633252e-01  -1.07569214e-01
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 [  3.05450003e-01   1.95557689e-01  -1.04670916e-01   2.56552923e-01
   -7.60963287e-01  -2.65283324e-01  -3.42196344e-01   1.77781810e-01
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 [  5.07162425e-02   1.54073056e-01   2.53824270e-01   2.55904964e-01
   -6.93803436e-02  -1.95587996e-01  -1.81978952e-01  -1.31655967e-01
   -1.35836735e-01  -2.80800167e-01]
 [  4.03958875e-02  -4.61247680e-03  -1.09688882e-01  -2.96392582e-02
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    2.55175130e-02  -7.12621923e-03]
 [  1.08996723e-02   1.48187576e-02   2.36988991e-01   4.84549977e-02
   -1.45537205e-01  -1.23468875e-01   1.70665835e-01   3.94998673e-02
   -2.06092719e-01   8.66410845e-02]
 [  4.43747253e-02  -4.25452469e-02   9.57190180e-02  -3.14901254e-02
   -1.16559767e-01   8.46991798e-02   1.45794015e-01  -2.71700874e-01
   -4.71203206e-02  -1.26189718e-01]
 [ -3.37961692e-02   2.16284198e-02   7.43199214e-02  -6.24701858e-02
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   -4.58842445e-02   1.46660320e-01]
 [  2.18437797e-01   4.86224519e-02   2.79600054e-02   7.82256487e-02
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   -5.66256520e-02  -1.99956348e-02]
 [ -7.12817724e-03  -1.47823056e-01  -6.63937297e-03  -3.11091485e-02
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 [  2.27040830e-01   2.11034381e-01   2.27730800e-01   8.78780787e-02
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 [ -9.05718594e-02   1.70404361e-01   2.32963129e-01  -1.13704400e-02
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   -5.48415056e-02   2.44742625e-02]
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   -2.81766645e-01  -1.01387089e-01]
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   -1.84646003e-01   6.42557456e-02]
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   -1.12538598e-01  -1.46846214e-01]
 [  1.60891482e-01  -1.03894409e-01  -1.32939865e-01   1.09094193e-02
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 [ -1.25183794e-01   1.65724025e-01   2.53811481e-01  -3.59761586e-02
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   -1.33674265e-01  -6.71717885e-02]
 [ -3.51555250e-01   1.24763989e-01   1.00796449e-02  -2.79893114e-02
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   -9.65306596e-02   8.74546563e-02]
 [  1.45443785e-01   1.24170882e-01  -2.42516937e-01  -1.01902240e-01
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   -1.18196931e-02  -1.92979659e-01]
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    1.05281891e-01  -1.81298341e-01]
 [ -1.03865398e-01  -8.16772364e-03   1.20457964e-01   1.11051549e-01
   -8.81243426e-03  -1.10861504e-01   2.25668446e-01  -7.65053360e-02
    1.85196858e-01  -5.65764730e-04]
 [  2.86322901e-02  -8.52163769e-02   2.19326590e-01  -2.10151431e-01
    4.89922250e-02   1.03366882e-01  -3.36924375e-02  -1.12036674e-01
    4.15984928e-02   2.70315816e-01]]
[[ 0.37401943]
 [ 1.04965593]
 [ 0.17916904]
 [ 0.54010889]
 [-1.86343401]
 [-0.2422261 ]
 [-1.19588924]
 [-0.023495  ]
 [ 0.41465049]
 [ 0.61073242]]
Progress: 10.4% ... Training loss: 0.413 ... Validation loss: 0.682[[  1.55645960e-01   2.87784318e-01  -1.17530213e-01   1.02915114e-01
   -6.07820653e-01  -6.53612884e-02  -1.23546324e-01   1.25875388e-01
   -9.44466825e-02   2.10841958e-01]
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    1.42636477e-01  -2.21490637e-02]
 [  2.12739384e-01   4.35746206e-01   4.08225999e-02   1.58537210e-01
   -4.73086450e-02  -7.70684415e-02  -5.72160240e-01  -3.20306491e-02
    1.29840808e-01   4.03726986e-01]
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   -8.26862329e-03   2.69959462e-02]
 [ -3.61652769e-03   2.12289416e-01  -1.48372565e-01   4.33426426e-02
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[[ 0.36468668]
 [ 1.0422702 ]
 [ 0.1713316 ]
 [ 0.53327864]
 [-1.87598569]
 [-0.24777998]
 [-1.20350457]
 [-0.03205241]
 [ 0.40581827]
 [ 0.5994789 ]]
Progress: 10.4% ... Training loss: 0.419 ... Validation loss: 0.691[[  1.56209057e-01   2.88622913e-01  -1.17309725e-01   1.03645353e-01
   -6.09691245e-01  -6.57192024e-02  -1.24597151e-01   1.25826593e-01
   -9.38282584e-02   2.11719903e-01]
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 [  2.83606313e-02  -8.63474327e-02   2.19184251e-01  -2.10529327e-01
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[[ 0.37817581]
 [ 1.05873838]
 [ 0.18208616]
 [ 0.54835229]
 [-1.8704854 ]
 [-0.23880239]
 [-1.19634125]
 [-0.02238451]
 [ 0.41839932]
 [ 0.61236182]]
Progress: 10.5% ... Training loss: 0.410 ... Validation loss: 0.679[[  1.56219816e-01   2.88031320e-01  -1.17290117e-01   1.03501251e-01
   -6.09275131e-01  -6.57001609e-02  -1.24690209e-01   1.25826023e-01
   -9.38312717e-02   2.11576290e-01]
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 [  2.13555416e-01   4.36750493e-01   4.11123598e-02   1.59302076e-01
   -5.07818978e-02  -7.72326852e-02  -5.72648544e-01  -3.20841096e-02
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   -1.10055461e-02   2.36094197e-02]
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 [  2.28459792e-01   2.14840593e-01   2.28452421e-01   8.99980328e-02
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   -1.85132214e-01   6.35677826e-02]
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   -1.13950898e-01  -1.48894997e-01]
 [  1.61320545e-01  -1.02901540e-01  -1.32673722e-01   1.16943522e-02
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   -1.33247552e-01  -6.66877086e-02]
 [ -3.53117091e-01   1.20052407e-01   9.32193614e-03  -3.02472061e-02
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   -9.82428193e-02   8.50130227e-02]
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   -1.16409844e-02  -1.92879399e-01]
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    1.05225490e-01  -1.81261389e-01]
 [ -1.02574129e-01  -5.46403768e-03   1.21087755e-01   1.12857750e-01
   -1.39591122e-02  -1.11723930e-01   2.21816036e-01  -7.66100754e-02
    1.86664736e-01   1.33939602e-03]
 [  2.90455820e-02  -8.43935264e-02   2.19529117e-01  -2.09522554e-01
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    4.20776213e-02   2.70963551e-01]]
[[ 0.3829262 ]
 [ 1.06681544]
 [ 0.18906112]
 [ 0.55635361]
 [-1.87197858]
 [-0.23689991]
 [-1.19695154]
 [-0.01933921]
 [ 0.42312682]
 [ 0.62047749]]
Progress: 10.6% ... Training loss: 0.409 ... Validation loss: 0.673[[  1.54433448e-01   2.83658469e-01  -1.18186213e-01   1.00831775e-01
   -6.00721440e-01  -6.46095308e-02  -1.19126002e-01   1.25914914e-01
   -9.58034445e-02   2.08699067e-01]
 [  1.94293927e-02   1.84267357e-01  -1.79192601e-02   4.45757217e-02
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    1.42430389e-01  -2.24478442e-02]
 [  2.09829118e-01   4.27833441e-01   3.91377515e-02   1.53469257e-01
   -3.21501960e-02  -7.48074533e-02  -5.62271653e-01  -3.18786438e-02
    1.26281280e-01   3.98357937e-01]
 [ -4.73294707e-02  -3.73517216e-01  -2.54628206e-01  -2.76140414e-02
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   -7.94202723e-03   2.75467283e-02]
 [ -8.59464597e-04   2.19618771e-01  -1.47008309e-01   4.71815216e-02
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   -1.94589889e-01   5.17964871e-02]
 [ -3.46722410e-01  -2.63891139e-01  -2.86700013e-01   1.41094675e-01
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   -1.13762708e-02   3.48273869e-02]
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 [  4.88300484e-02  -2.05432632e-01   8.02888749e-02   6.63117988e-03
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   -2.58579737e-02   1.34552947e-01]
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   -2.34867819e-02  -1.20837089e-01]
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   -1.23379101e-01  -1.40922915e-01]
 [ -1.55520737e-01   7.45530492e-03   6.26819126e-02   2.38920587e-02
   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
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 [ -2.03009356e-01  -9.64705547e-02   1.25050167e-01   2.83742186e-01
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   -1.97136263e-01   2.59340468e-02]
 [  1.12537510e-01  -4.08057160e-02  -2.05127844e-02   1.06996260e-01
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 [  3.10077131e-02  -3.86834389e-02  -2.13763802e-01   1.38211082e-01
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   -1.03530729e-01  -1.05174481e-02]
 [ -1.31705826e-01  -6.31388267e-02  -2.08693041e-01   1.43142710e-01
   -3.79150502e-03   1.39794043e-01   2.60420776e-02  -2.50245697e-01
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 [ -6.56272005e-02  -1.48981007e-02   2.78734609e-01   1.06998137e-01
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 [  4.68771033e-02  -8.34354194e-03   8.48557761e-02   8.36609172e-02
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   -4.31450517e-02  -6.84022127e-02]
 [ -2.26006554e-03  -1.67742854e-01  -2.94357770e-01  -5.99577690e-02
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 [  4.68456986e-02   1.09306934e-02  -1.22603322e-01   3.27450991e-02
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   -1.75060292e-01  -6.13217423e-02]
 [  1.88030364e-02   1.91857256e-02   1.27478232e-01   1.24984369e-01
   -7.89708302e-02   1.00805056e-01  -2.31452820e-01  -3.92665631e-02
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 [ -9.67074682e-02   2.58980168e-02  -1.46371195e-02   2.47842603e-02
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 [  1.38402980e-02   6.30727121e-02  -5.31053576e-02  -6.52864587e-02
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   -1.33828044e-01  -3.02841289e-01]
 [  3.73227365e-02  -1.96617619e-01  -3.22844896e-03   3.51547602e-03
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 [  5.23979467e-02  -2.77972307e-01  -2.27915787e-02  -4.90726925e-02
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   -3.16858210e-01  -1.51739537e-01]
 [ -1.05153872e-01  -3.94542450e-01   2.11357287e-02  -1.14277957e-01
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   -1.29015980e-04   1.67712096e-01]
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   -3.64688635e-02  -6.32365933e-02]
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   -1.67344279e-01   8.82576167e-02]
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 [  1.02732138e-01   2.01381825e-01   1.58961010e-01  -1.06510908e-01
   -2.45149824e-02   5.69290532e-02  -1.06039418e-01   2.85030866e-01
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 [  3.06222838e-01   1.97154018e-01  -1.04358776e-01   2.57631328e-01
   -7.64305895e-01  -2.65735340e-01  -3.44196063e-01   1.77735454e-01
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 [  5.17754139e-02   1.56869662e-01   2.54337069e-01   2.57467386e-01
   -7.48983239e-02  -1.96321243e-01  -1.85342251e-01  -1.31733510e-01
   -1.34636656e-01  -2.79150419e-01]
 [  3.98951064e-02  -6.19785781e-03  -1.09933866e-01  -3.03884912e-02
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 [ -1.01793955e-02  -8.01569479e-02  -7.11748225e-02  -6.62281889e-02
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    2.61618666e-02  -6.16778638e-03]
 [  1.11277572e-02   1.58443891e-02   2.37118717e-01   4.88819593e-02
   -1.47152148e-01  -1.23666112e-01   1.69782791e-01   3.94746247e-02
   -2.05800404e-01   8.71351074e-02]
 [  4.37214214e-02  -4.42436807e-02   9.53885937e-02  -3.24930659e-02
   -1.13207280e-01   8.50943243e-02   1.47464832e-01  -2.71683503e-01
   -4.78131484e-02  -1.27210307e-01]
 [ -3.37508151e-02   2.17036622e-02   7.43097909e-02  -6.24852026e-02
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   -4.58502472e-02   1.46804504e-01]
 [  2.19172962e-01   5.08061719e-02   2.83285269e-02   7.93125565e-02
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   -5.57708637e-02  -1.87446861e-02]
 [ -6.02190775e-03  -1.44717792e-01  -6.12516208e-03  -2.94647824e-02
   -1.89035174e-01  -9.71279584e-02  -7.33255000e-02   4.00058288e-02
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 [ -6.79391757e-02   3.48132191e-01   6.60835821e-02   2.57952887e-01
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 [  9.80916665e-02   3.69006949e-01   2.05129478e-02   2.98631694e-01
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 [  2.28632264e-01   2.15249809e-01   2.28535775e-01   9.02321067e-02
   -2.32317306e-01   1.01412320e-01  -1.13545588e-01   1.62197946e-01
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 [ -9.02867892e-02   1.70950437e-01   2.33096728e-01  -1.08765434e-02
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   -5.44685087e-02   2.50103125e-02]
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   -2.80765608e-01  -9.99090212e-02]
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   -1.85077529e-01   6.36465275e-02]
 [  5.58120898e-02  -2.39786709e-01  -1.04844766e-01  -9.63991638e-02
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   -1.14496019e-01  -1.49691950e-01]
 [  1.61203076e-01  -1.03021109e-01  -1.32749791e-01   1.15896396e-02
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 [ -1.25540828e-01   1.64450984e-01   2.53712233e-01  -3.63890446e-02
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   -1.34007592e-01  -6.77361720e-02]
 [ -3.53586920e-01   1.18795781e-01   9.08973307e-03  -3.09339545e-02
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   -9.87244798e-02   8.42688155e-02]
 [  1.45130951e-01   1.22656157e-01  -2.42692572e-01  -1.02435339e-01
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   -1.21756710e-02  -1.93703514e-01]
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    1.04627578e-01  -1.82156871e-01]
 [ -1.02628798e-01  -5.81598645e-03   1.21053373e-01   1.12749809e-01
   -1.36090296e-02  -1.11691485e-01   2.22180494e-01  -7.66077955e-02
    1.86604472e-01   1.26038733e-03]
 [  2.91891832e-02  -8.40272576e-02   2.19605193e-01  -2.09323480e-01
    4.63535845e-02   1.03025287e-01  -3.49349027e-02  -1.12080902e-01
    4.22308807e-02   2.71199543e-01]]
[[ 0.36848329]
 [ 1.04921907]
 [ 0.17629027]
 [ 0.54457814]
 [-1.8846938 ]
 [-0.24637142]
 [-1.204722  ]
 [-0.02982558]
 [ 0.41036668]
 [ 0.60613107]]
Progress: 10.6% ... Training loss: 0.414 ... Validation loss: 0.686[[  1.54190775e-01   2.81823543e-01  -1.18296416e-01   1.00326130e-01
   -5.97800865e-01  -6.44327297e-02  -1.17507027e-01   1.25933216e-01
   -9.60138908e-02   2.08039153e-01]
 [  1.94651267e-02   1.84332839e-01  -1.79026173e-02   4.46320447e-02
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    1.42464579e-01  -2.24097601e-02]
 [  2.10563271e-01   4.30129777e-01   3.95101260e-02   1.54657357e-01
   -3.60924444e-02  -7.53446550e-02  -5.64342291e-01  -3.19560496e-02
    1.27149602e-01   3.99213175e-01]
 [ -4.93803742e-02  -3.78270011e-01  -2.55441891e-01  -3.02571623e-02
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   -1.01336819e-02   2.50238216e-02]
 [ -2.31928151e-04   2.21006985e-01  -1.46651293e-01   4.81807194e-02
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[[ 0.3737541 ]
 [ 1.05595777]
 [ 0.17794444]
 [ 0.54837049]
 [-1.88754148]
 [-0.24613424]
 [-1.20881872]
 [-0.02771527]
 [ 0.41369013]
 [ 0.61119799]]
Progress: 10.7% ... Training loss: 0.410 ... Validation loss: 0.680[[  1.54597155e-01   2.82635929e-01  -1.18115894e-01   1.00729051e-01
   -5.98692778e-01  -6.46684193e-02  -1.17962237e-01   1.25906388e-01
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 [ -1.02625970e-01  -6.14074363e-03   1.21046931e-01   1.12682194e-01
   -1.31941088e-02  -1.11679490e-01   2.22377259e-01  -7.66086835e-02
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 [  2.86651405e-02  -8.56871969e-02   2.19346761e-01  -2.10104508e-01
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[[ 0.37950829]
 [ 1.06121162]
 [ 0.18414729]
 [ 0.5561449 ]
 [-1.88408466]
 [-0.24009111]
 [-1.20425406]
 [-0.02097331]
 [ 0.41946286]
 [ 0.6176414 ]]
Progress: 10.7% ... Training loss: 0.407 ... Validation loss: 0.674[[  1.56031382e-01   2.86213352e-01  -1.17289932e-01   1.03020957e-01
   -6.03781241e-01  -6.56273283e-02  -1.21044814e-01   1.25815416e-01
   -9.38875572e-02   2.10584986e-01]
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    1.42744020e-01  -2.20660015e-02]
 [  2.12533354e-01   4.35831166e-01   4.05522558e-02   1.57395570e-01
   -4.38210774e-02  -7.65144014e-02  -5.69361400e-01  -3.20655772e-02
    1.29269666e-01   4.02175620e-01]
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   -1.04579990e-02   2.50708725e-02]
 [ -1.05916168e-04   2.20132475e-01  -1.46543694e-01   4.83759473e-02
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   -9.72428886e-03   3.68816580e-02]
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   -2.47545859e-02  -1.22772287e-01]
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   -1.23631582e-01  -1.41337519e-01]
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   -4.47239743e-02  -7.06614591e-02]
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 [  5.18411596e-02  -2.79609736e-01  -2.30686002e-02  -4.99057182e-02
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 [  3.07157857e-01   1.99843890e-01  -1.03870336e-01   2.59006963e-01
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 [  5.21676070e-02   1.57934512e-01   2.54530510e-01   2.58025770e-01
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   -2.06365928e-01   8.63032566e-02]
 [  4.49405137e-02  -4.08950920e-02   9.59904976e-02  -3.06352160e-02
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   -4.56518596e-02   1.46994682e-01]
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   -5.60004951e-02  -1.90671929e-02]
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   -1.16820069e-02  -1.93186272e-01]
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 [ -1.01442630e-01  -2.87838037e-03   1.21653568e-01   1.14435280e-01
   -1.74005026e-02  -1.12409209e-01   2.18719419e-01  -7.66742309e-02
    1.87777713e-01   3.21879582e-03]
 [  2.95117936e-02  -8.34152559e-02   2.19790240e-01  -2.08803620e-01
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    4.26392622e-02   2.71638940e-01]]
[[ 0.39262756]
 [ 1.07676138]
 [ 0.19625148]
 [ 0.56974041]
 [-1.88430364]
 [-0.23256775]
 [-1.20340353]
 [-0.01271253]
 [ 0.43211728]
 [ 0.63396098]]
Progress: 10.8% ... Training loss: 0.405 ... Validation loss: 0.664[[  1.54837559e-01   2.82735280e-01  -1.17868405e-01   1.01208591e-01
   -5.97262920e-01  -6.49069006e-02  -1.16682902e-01   1.25849342e-01
   -9.51567615e-02   2.08417526e-01]
 [  1.93936994e-02   1.83961079e-01  -1.79260996e-02   4.46002824e-02
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 [  2.11050562e-01   4.32392034e-01   3.98846164e-02   1.55140361e-01
   -3.65359644e-02  -7.56159743e-02  -5.65124575e-01  -3.20212749e-02
    1.27556582e-01   3.99655695e-01]
 [ -4.96896605e-02  -3.79084243e-01  -2.55719626e-01  -3.05727050e-02
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   -1.06331609e-02   2.52053831e-02]
 [ -9.70068988e-04   2.18578016e-01  -1.47019719e-01   4.71316545e-02
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   -1.94254665e-01   5.07698395e-02]
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   -8.87683281e-03   3.79757695e-02]
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   -1.23865403e-01  -1.41633320e-01]
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   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
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 [ -2.03307208e-01  -9.78859706e-02   1.24916259e-01   2.83371246e-01
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   -1.97340914e-01   2.54397219e-02]
 [  1.14208442e-01  -3.69947949e-02  -1.96867267e-02   1.09513266e-01
   -4.23209804e-03  -7.94637257e-02   1.00333094e-01   4.50328693e-03
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 [  3.21551744e-02  -3.58654932e-02  -2.13185917e-01   1.39818203e-01
   -5.11551744e-02   9.20108541e-02  -8.70331348e-02  -1.99336349e-02
   -1.02184887e-01  -8.78577914e-03]
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 [ -6.56459636e-02  -1.56928466e-02   2.78676441e-01   1.06800770e-01
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 [  4.48025191e-02  -1.38423790e-02   8.38408317e-02   8.05776000e-02
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   -4.54630111e-02  -7.16930648e-02]
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 [  4.89787937e-02   1.56986408e-02  -1.21473139e-01   3.60315720e-02
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   -1.72500588e-01  -5.80156332e-02]
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 [  1.28019555e-02   5.99724971e-02  -5.36312387e-02  -6.68659140e-02
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   -1.35006471e-01  -3.04601998e-01]
 [  3.51923838e-02  -2.02434194e-01  -4.26412906e-03   4.16332486e-04
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 [  5.14998412e-02  -2.80493921e-01  -2.32416890e-02  -5.04175143e-02
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   -3.17847991e-01  -1.53194406e-01]
 [ -1.06164570e-01  -3.97381767e-01   2.06466725e-02  -1.15749048e-01
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   -1.20349383e-03   1.66284460e-01]
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   -3.77867014e-02  -6.51442765e-02]
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   -1.69900894e-01   8.45502641e-02]
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 [  1.03386688e-01   2.03135494e-01   1.59287067e-01  -1.05555182e-01
   -2.76262821e-02   5.65047105e-02  -1.07927038e-01   2.84992174e-01
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 [  3.07835738e-01   2.01729581e-01  -1.03514702e-01   2.60007176e-01
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 [  5.18983416e-02   1.57269744e-01   2.54400083e-01   2.57647946e-01
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   -1.34501753e-01  -2.78967483e-01]
 [  3.94666643e-02  -7.32340535e-03  -1.10158946e-01  -3.10086446e-02
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 [ -1.03138379e-02  -8.05426137e-02  -7.12531927e-02  -6.64056733e-02
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    2.60172434e-02  -6.32237200e-03]
 [  1.06010928e-02   1.42555056e-02   2.36889936e-01   4.81103862e-02
   -1.44454794e-01  -1.23335681e-01   1.71361128e-01   3.95179915e-02
   -2.06384227e-01   8.62351134e-02]
 [  4.49274799e-02  -4.08956904e-02   9.60014964e-02  -3.06090047e-02
   -1.19506353e-01   8.42721717e-02   1.43590787e-01  -2.71753416e-01
   -4.64020898e-02  -1.25219579e-01]
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   -4.53975419e-02   1.47251324e-01]
 [  2.18508676e-01   4.94124454e-02   2.79958457e-02   7.82874200e-02
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   -5.65643333e-02  -1.97840461e-02]
 [ -3.15581529e-03  -1.37064665e-01  -4.72098404e-03  -2.50991664e-02
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 [  2.29607796e-01   2.17840958e-01   2.29074369e-01   9.18568757e-02
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   -5.42399230e-02   2.53111374e-02]
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   -1.86035552e-01   6.22488193e-02]
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   -1.14752826e-01  -1.50092018e-01]
 [  1.61182345e-01  -1.03135189e-01  -1.32619009e-01   1.18790151e-02
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 [ -1.25107453e-01   1.64551138e-01   2.53908165e-01  -3.57813953e-02
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   -1.33474456e-01  -6.71924095e-02]
 [ -3.54585471e-01   1.15713918e-01   8.57566046e-03  -3.25897462e-02
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   -9.98308597e-02   8.23686988e-02]
 [  1.45230509e-01   1.22457453e-01  -2.42590497e-01  -1.02223296e-01
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   -1.19219301e-02  -1.93661308e-01]
 [  2.06694651e-01  -1.36499261e-01   5.83496173e-02  -2.91539230e-02
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   -1.66898121e-02  -1.12344403e-01   2.19154691e-01  -7.66719461e-02
    1.87655054e-01   2.91583185e-03]
 [  2.90030388e-02  -8.48414198e-02   2.19533634e-01  -2.09552880e-01
    4.70475566e-02   1.03160857e-01  -3.31936129e-02  -1.12071158e-01
    4.20688394e-02   2.70857218e-01]]
[[ 0.38051535]
 [ 1.06482078]
 [ 0.18296311]
 [ 0.55782034]
 [-1.90260137]
 [-0.24440256]
 [-1.21788668]
 [-0.02367189]
 [ 0.42058933]
 [ 0.62070446]]
Progress: 10.8% ... Training loss: 0.405 ... Validation loss: 0.670[[  1.57535959e-01   2.88173524e-01  -1.16564183e-01   1.05159112e-01
   -6.09913734e-01  -6.65168286e-02  -1.23568521e-01   1.25672960e-01
   -9.19316572e-02   2.12077565e-01]
 [  1.95547899e-02   1.84300410e-01  -1.78503545e-02   4.48428623e-02
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    1.42601866e-01  -2.23018813e-02]
 [  2.14809847e-01   4.41069343e-01   4.16417179e-02   1.60457291e-01
   -5.45057540e-02  -7.78562931e-02  -5.75901353e-01  -3.22520367e-02
    1.31727545e-01   4.04807792e-01]
 [ -4.99653892e-02  -3.78590635e-01  -2.55842728e-01  -3.07400122e-02
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   -1.09172750e-02   2.55699039e-02]
 [  2.65587343e-03   2.27078080e-01  -1.45335372e-01   5.24610633e-02
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 [  2.94119994e-02  -8.40555001e-02   2.19741004e-01  -2.08847903e-01
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[[ 0.40024316]
 [ 1.09049043]
 [ 0.19882824]
 [ 0.57651536]
 [-1.89291682]
 [-0.23284144]
 [-1.21148571]
 [-0.00826401]
 [ 0.43658135]
 [ 0.64474511]]
Progress: 10.8% ... Training loss: 0.405 ... Validation loss: 0.658[[  1.60526717e-01   2.95381062e-01  -1.14998770e-01   1.09586380e-01
   -6.21140806e-01  -6.83178005e-02  -1.30967676e-01   1.25605224e-01
   -8.86060817e-02   2.16770083e-01]
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   -6.24350754e-02  -7.90887641e-02  -5.80890158e-01  -3.22983787e-02
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   -9.31756802e-03   2.84726587e-02]
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   -1.23860834e-01  -1.41915754e-01]
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 [  5.16297653e-02   1.56515747e-01   2.54272677e-01   2.57290547e-01
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   -1.34783568e-01  -2.79394886e-01]
 [  3.91980419e-02  -7.91254293e-03  -1.10291193e-01  -3.14194686e-02
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   -4.58761860e-02  -1.24542254e-01]
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   -4.36252723e-02   1.49394553e-01]
 [  2.18528105e-01   4.94416622e-02   2.80076832e-02   7.83255645e-02
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   -5.65406156e-02  -1.98047972e-02]
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   -5.36503330e-02   2.60322686e-02]
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 [  1.62225180e-01  -1.00578297e-01  -1.32045039e-01   1.35119944e-02
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   -1.33028943e-01  -6.66313676e-02]
 [ -3.54538765e-01   1.15047129e-01   8.62780213e-03  -3.25213368e-02
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   -9.96107977e-02   8.21166533e-02]
 [  1.46704309e-01   1.25870492e-01  -2.41867575e-01  -1.00001166e-01
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   -1.01996753e-02  -1.91177624e-01]
 [  2.07299392e-01  -1.35068185e-01   5.87084506e-02  -2.83254758e-02
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 [ -1.00789826e-01  -2.27726093e-03   1.21897634e-01   1.15166344e-01
   -1.90920018e-02  -1.12670539e-01   2.17546326e-01  -7.67041700e-02
    1.88493382e-01   3.80055726e-03]
 [  2.89456166e-02  -8.55390719e-02   2.19516352e-01  -2.09523111e-01
    4.70533528e-02   1.03118634e-01  -3.22781027e-02  -1.12090529e-01
    4.21108869e-02   2.70550773e-01]]
[[  4.14377937e-01]
 [  1.10405021e+00]
 [  2.07864198e-01]
 [  5.89942335e-01]
 [ -1.89361943e+00]
 [ -2.25026373e-01]
 [ -1.20868028e+00]
 [  1.86526319e-03]
 [  4.50602616e-01]
 [  6.59814202e-01]]
Progress: 10.9% ... Training loss: 0.414 ... Validation loss: 0.660[[  1.60012530e-01   2.93337114e-01  -1.15192550e-01   1.08704835e-01
   -6.16703364e-01  -6.79397756e-02  -1.28226585e-01   1.25603008e-01
   -8.91222592e-02   2.15810262e-01]
 [  1.92222482e-02   1.83560779e-01  -1.79989639e-02   4.44342009e-02
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    1.42307351e-01  -2.27620103e-02]
 [  2.13962287e-01   4.38526954e-01   4.11868419e-02   1.58753543e-01
   -4.67947091e-02  -7.74162618e-02  -5.72544471e-01  -3.23133914e-02
    1.30611575e-01   4.03395077e-01]
 [ -4.87240444e-02  -3.74538818e-01  -2.55012020e-01  -2.82163594e-02
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   -9.33639278e-03   2.81710624e-02]
 [  2.34468084e-03   2.25365998e-01  -1.45574278e-01   5.17959228e-02
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   -1.90589242e-01   5.48409658e-02]
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   -1.00977161e-02   3.59285117e-02]
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 [  5.29717022e-02  -1.97687130e-01   8.25600193e-02   1.25078893e-02
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   -2.06783021e-02   1.39656643e-01]
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   -2.54156311e-02  -1.24069592e-01]
 [ -6.73184676e-02   8.48637257e-02  -5.13896329e-02   4.54904612e-02
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   -1.24611486e-01  -1.43007661e-01]
 [ -1.55520737e-01   7.45530492e-03   6.26819126e-02   2.38920587e-02
   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
    8.88692226e-02   1.76555084e-01]
 [ -2.03501962e-01  -9.86214868e-02   1.24852208e-01   2.83260325e-01
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 [  1.13463043e-01  -3.97178042e-02  -2.00324701e-02   1.08503863e-01
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 [  3.20388409e-02  -3.66873012e-02  -2.13236511e-01   1.39573727e-01
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   -1.02270829e-01  -9.03870941e-03]
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 [ -6.48558287e-02  -1.39984050e-02   2.79057036e-01   1.07751133e-01
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 [  4.49337036e-02  -1.33860114e-02   8.39300849e-02   8.07846933e-02
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   -4.52610771e-02  -7.13888399e-02]
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 [  4.96044653e-02   1.64111651e-02  -1.21121942e-01   3.69702609e-02
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   -1.71649383e-01  -5.72761528e-02]
 [  2.32744705e-02   3.04380372e-02   1.29875313e-01   1.31796090e-01
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 [ -9.71193556e-02   2.46830699e-02  -1.48690780e-02   2.41328717e-02
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 [  1.19532427e-02   5.75357849e-02  -5.40434724e-02  -6.80982193e-02
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   -1.35954377e-01  -3.06013853e-01]
 [  3.38089286e-02  -2.06290780e-01  -4.95812767e-03  -1.62820671e-03
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 [  5.06359810e-02  -2.83196841e-01  -2.36764350e-02  -5.17567320e-02
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   -3.18809174e-01  -1.54726361e-01]
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   -2.73308404e-03   1.64035081e-01]
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   -3.91180120e-02  -6.70498336e-02]
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   -1.70866801e-01   8.32142267e-02]
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 [  1.04313067e-01   2.05724318e-01   1.59776623e-01  -1.04096740e-01
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 [  3.08189490e-01   2.03084657e-01  -1.03289532e-01   2.60603119e-01
   -7.71246221e-01  -2.66938821e-01  -3.49505909e-01   1.77664025e-01
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 [  5.17725867e-02   1.56802789e-01   2.54345220e-01   2.57510078e-01
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   -1.34614423e-01  -2.79209464e-01]
 [  3.88876610e-02  -8.78462940e-03  -1.10448502e-01  -3.18917442e-02
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    2.56144715e-02  -6.81734653e-03]
 [  1.03432498e-02   1.37076906e-02   2.36752193e-01   4.76762296e-02
   -1.43020725e-01  -1.23179946e-01   1.72047213e-01   3.95240045e-02
   -2.06698399e-01   8.58216682e-02]
 [  4.53034620e-02  -3.98578513e-02   9.62174368e-02  -3.00014237e-02
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   -4.59116787e-02  -1.24592503e-01]
 [ -3.22194457e-02   2.59248944e-02   7.51121885e-02  -5.99030867e-02
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   -4.39555307e-02   1.48990852e-01]
 [  2.18217455e-01   4.85723934e-02   2.78948159e-02   7.79412223e-02
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   -5.68470994e-02  -2.02135680e-02]
 [ -3.44975055e-03  -1.37586218e-01  -4.87719731e-03  -2.54742333e-02
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   -5.36411523e-02   2.60548692e-02]
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   -2.80827772e-01  -9.99471572e-02]
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   -1.86290438e-01   6.18763247e-02]
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   -1.15406754e-01  -1.51079313e-01]
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   -1.33512453e-01  -6.73002993e-02]
 [ -3.54717601e-01   1.14019458e-01   8.55333706e-03  -3.28817414e-02
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   -9.75565417e-03  -1.90613200e-01]
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    1.03152362e-01  -1.84320454e-01]
 [ -1.02036721e-01  -5.47232655e-03   1.21280094e-01   1.13382385e-01
   -1.30558132e-02  -1.12000392e-01   2.20923864e-01  -7.67099846e-02
    1.87150944e-01   1.98562052e-03]
 [  2.94353157e-02  -8.48035387e-02   2.19777596e-01  -2.08755501e-01
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[[ 0.3947472 ]
 [ 1.08964163]
 [ 0.19025494]
 [ 0.57292455]
 [-1.92084233]
 [-0.24167313]
 [-1.23076026]
 [-0.01655833]
 [ 0.43154347]
 [ 0.64129106]]
Progress: 10.9% ... Training loss: 0.399 ... Validation loss: 0.656[[  1.59563683e-01   2.90797552e-01  -1.15419348e-01   1.08021331e-01
   -6.13497539e-01  -6.76619667e-02  -1.25499473e-01   1.25616784e-01
   -8.94845080e-02   2.15008574e-01]
 [  1.84595807e-02   1.81548717e-01  -1.83747691e-02   4.33027739e-02
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 [  2.12866449e-01   4.34860257e-01   4.06803784e-02   1.56983586e-01
   -4.05119346e-02  -7.66409496e-02  -5.68536696e-01  -3.22681292e-02
    1.29484205e-01   4.01472950e-01]
 [ -4.99131238e-02  -3.77333254e-01  -2.55626845e-01  -3.00519417e-02
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   -1.07882028e-02   2.64377315e-02]
 [  1.63992499e-03   2.23891835e-01  -1.45849445e-01   5.09417745e-02
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   -1.91374790e-01   5.36338025e-02]
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   -1.00435660e-02   3.58605255e-02]
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   -2.61888471e-02  -1.25460900e-01]
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   -1.25091527e-01  -1.43727496e-01]
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   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
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 [ -2.03721202e-01  -9.93275759e-02   1.24737574e-01   2.82908287e-01
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 [  1.13531251e-01  -3.97911221e-02  -1.99932230e-02   1.08660899e-01
   -5.50379325e-04  -7.92082582e-02   1.03188951e-01   4.51273502e-03
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   -1.02329928e-01  -9.13772303e-03]
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 [ -6.47392889e-02  -1.39136627e-02   2.79082253e-01   1.07869435e-01
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 [  4.52660830e-02  -1.28560197e-02   8.41006184e-02   8.12562815e-02
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   -4.48954636e-02  -7.08975327e-02]
 [ -4.54422108e-03  -1.74575173e-01  -2.95609084e-01  -6.35883979e-02
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 [  4.96114235e-02   1.61587781e-02  -1.21053887e-01   3.70713357e-02
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   -1.71539416e-01  -5.73380749e-02]
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   -1.36240281e-01  -3.06432678e-01]
 [  3.36107978e-02  -2.06865398e-01  -5.05576946e-03  -1.92086640e-03
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 [  5.02749670e-02  -2.84215032e-01  -2.38593489e-02  -5.23107188e-02
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   -3.19226053e-01  -1.55337045e-01]
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   -3.37748700e-03   1.63118869e-01]
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   -3.94668627e-02  -6.75472716e-02]
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   -1.70910003e-01   8.31477927e-02]
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 [  3.08020787e-01   2.02292243e-01  -1.03380913e-01   2.60314308e-01
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 [  5.20771625e-02   1.57464611e-01   2.54505257e-01   2.57962436e-01
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   -1.34280067e-01  -2.78771899e-01]
 [  3.88614722e-02  -8.88190120e-03  -1.10459548e-01  -3.19232069e-02
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 [  1.01142007e-02   1.31071940e-02   2.36656596e-01   4.73820143e-02
   -1.42044405e-01  -1.23068162e-01   1.72707116e-01   3.95318687e-02
   -2.06896568e-01   8.54607512e-02]
 [  4.55071629e-02  -3.93664681e-02   9.63213229e-02  -2.96908722e-02
   -1.21898879e-01   8.38592820e-02   1.42065277e-01  -2.71778934e-01
   -4.56878175e-02  -1.24257148e-01]
 [ -3.22027207e-02   2.57752232e-02   7.51058896e-02  -5.99248798e-02
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   -4.39605531e-02   1.48967687e-01]
 [  2.18369581e-01   4.88448109e-02   2.79744487e-02   7.81865048e-02
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   -5.66538886e-02  -2.00081187e-02]
 [ -3.36602807e-03  -1.37425850e-01  -4.83377011e-03  -2.53454864e-02
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 [ -6.10305457e-02   3.61751283e-01   6.93932939e-02   2.67556807e-01
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 [  2.30555886e-01   2.20192738e-01   2.29562700e-01   9.32763706e-02
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   -5.38533333e-02   2.57487744e-02]
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   -2.80739134e-01  -9.98152054e-02]
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   -1.86760186e-01   6.12087143e-02]
 [  5.46276151e-02  -2.43310860e-01  -1.05409026e-01  -9.81388078e-02
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   -1.15801842e-01  -1.51650793e-01]
 [  1.60462723e-01  -1.05533471e-01  -1.32943135e-01   1.08167929e-02
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 [ -1.25436025e-01   1.63552581e-01   2.53804083e-01  -3.60162382e-02
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   -1.33639128e-01  -6.75975658e-02]
 [ -3.55160740e-01   1.12633302e-01   8.33819061e-03  -3.35375686e-02
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   -1.00328603e-01   8.09806370e-02]
 [  1.46955001e-01   1.26536146e-01  -2.41614642e-01  -9.95651087e-02
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   -9.83798549e-03  -1.90790847e-01]
 [  2.06085812e-01  -1.39007757e-01   5.80469473e-02  -3.02280668e-02
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    1.03814768e-01  -1.83599127e-01]
 [ -1.02003443e-01  -5.65791887e-03   1.21291230e-01   1.13416144e-01
   -1.29394884e-02  -1.12009440e-01   2.20808458e-01  -7.67122874e-02
    1.87192429e-01   2.01147157e-03]
 [  2.88467674e-02  -8.65422396e-02   2.19508231e-01  -2.09591773e-01
    4.77981690e-02   1.03185090e-01  -3.13437697e-02  -1.12063981e-01
    4.20915497e-02   2.70346166e-01]]
[[ 0.38757313]
 [ 1.08358497]
 [ 0.18505299]
 [ 0.56616128]
 [-1.9341969 ]
 [-0.24967061]
 [-1.23932672]
 [-0.0246466 ]
 [ 0.42322696]
 [ 0.63243575]]
Progress: 11.0% ... Training loss: 0.401 ... Validation loss: 0.659[[  1.58796130e-01   2.87742002e-01  -1.15837621e-01   1.06771567e-01
   -6.08763609e-01  -6.71436515e-02  -1.22235050e-01   1.25668546e-01
   -9.03498087e-02   2.13485413e-01]
 [  1.83827254e-02   1.81333396e-01  -1.84102976e-02   4.31912723e-02
    8.47905126e-02  -7.10554662e-03   2.88171423e-01   4.13857909e-02
    1.41429349e-01  -2.41264105e-02]
 [  2.14696985e-01   4.38659690e-01   4.15189309e-02   1.59698594e-01
   -4.97539560e-02  -7.76978435e-02  -5.72845993e-01  -3.23877722e-02
    1.31560721e-01   4.03916600e-01]
 [ -4.94525679e-02  -3.75182009e-01  -2.55391873e-01  -2.92782947e-02
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   -1.03269247e-02   2.75323050e-02]
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 [ -1.02263531e-01  -6.55903531e-03   1.21154160e-01   1.13043463e-01
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 [  2.97881450e-02  -8.42202721e-02   2.19971676e-01  -2.08096432e-01
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[[ 0.39299643]
 [ 1.09185732]
 [ 0.19099334]
 [ 0.57231145]
 [-1.93236732]
 [-0.24520217]
 [-1.24142739]
 [-0.01902625]
 [ 0.42792518]
 [ 0.64059701]]
Progress: 11.1% ... Training loss: 0.397 ... Validation loss: 0.653[[  1.56874430e-01   2.81933341e-01  -1.16731614e-01   1.03855716e-01
   -5.98774843e-01  -6.59686625e-02  -1.15880830e-01   1.25762349e-01
   -9.24333258e-02   2.10349561e-01]
 [  1.84206843e-02   1.81347895e-01  -1.84072502e-02   4.32328681e-02
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    1.41500121e-01  -2.40986225e-02]
 [  2.13188459e-01   4.34887880e-01   4.06303532e-02   1.57019813e-01
   -4.13932206e-02  -7.65970087e-02  -5.67966076e-01  -3.23091472e-02
    1.29645242e-01   4.01138590e-01]
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   -1.17463070e-02   2.56743388e-02]
 [  2.32792897e-03   2.24794255e-01  -1.45391485e-01   5.19201409e-02
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   -8.74134226e-03   3.76024693e-02]
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   -1.25952390e-01  -1.44989050e-01]
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 [  4.53580923e-02  -1.34413491e-02   8.41292017e-02   8.13449491e-02
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   -4.47735562e-02  -7.07680316e-02]
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 [  4.95977731e-02   1.60011472e-02  -1.21069002e-01   3.70761311e-02
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   -1.71521835e-01  -5.74414912e-02]
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 [ -3.55162202e-01   1.12250897e-01   8.33208021e-03  -3.35363829e-02
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 [ -1.01674492e-01  -5.17172274e-03   1.21439870e-01   1.13857255e-01
   -1.41132920e-02  -1.12145331e-01   2.20119427e-01  -7.67244529e-02
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 [  2.98796211e-02  -8.40849284e-02   2.20046962e-01  -2.07891072e-01
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[[ 0.3838942 ]
 [ 1.08522569]
 [ 0.18560161]
 [ 0.56628686]
 [-1.94390175]
 [-0.25318542]
 [-1.24985635]
 [-0.02761237]
 [ 0.41996508]
 [ 0.63169187]]
Progress: 11.1% ... Training loss: 0.402 ... Validation loss: 0.661[[ 0.15874442  0.28596533 -0.11581628  0.10667002 -0.60717086 -0.06709692
  -0.12078924  0.12562116 -0.09024634  0.21331788]
 [ 0.01865953  0.1820071  -0.01827826  0.04362003  0.08327707 -0.00729472
   0.28737074  0.04136543  0.14177258 -0.02368636]
 [ 0.21467994  0.43876685  0.04140781  0.15903326 -0.04868348 -0.077387
  -0.57127022 -0.03241422  0.13118321  0.40293655]
 [-0.05158709 -0.37972179 -0.25641147 -0.03186881  0.16092871  0.18341892
   0.22583505  0.05585576 -0.01266657  0.0250105 ]
 [ 0.00281537  0.22418663 -0.14514196  0.05245056  0.08561661 -0.18179584
  -0.01877442 -0.120074   -0.18984808  0.05514707]
 [-0.34455487 -0.26254225 -0.28547083  0.14496577  0.12976642  0.05125584
  -0.0275025  -0.03469398 -0.00818923  0.03832108]
 [-0.00332385 -0.12725366  0.01004191  0.10034002 -0.08687321 -0.07202984
   0.15961542 -0.18834672  0.18231264  0.04506114]
 [ 0.11007489 -0.20172558  0.02927373 -0.07473146  0.19160725 -0.03977551
   0.03367664  0.12372127  0.06017872 -0.01706985]
 [-0.14587576  0.00443838 -0.29564932  0.01371786 -0.14489268  0.05813699
  -0.30589584 -0.02644255  0.28556929 -0.08179737]
 [ 0.05510924 -0.19552541  0.08356026  0.01555698  0.16580072 -0.09764954
   0.00440451 -0.09652549 -0.01801954  0.14225313]
 [-0.0784748   0.11953075 -0.00178171 -0.1610565   0.01640917  0.02768703
   0.06630665 -0.10134438 -0.02529231 -0.12420225]
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  -0.11971424 -0.01402936 -0.12526533 -0.14395462]
 [-0.15552074  0.0074553   0.06268191  0.02389206 -0.17760953 -0.2205367
  -0.18218193 -0.19691482  0.08886922  0.17655508]
 [-0.20326181 -0.09852515  0.12501973  0.28380925 -0.17499381 -0.08815984
  -0.16460021 -0.25466819 -0.19703906  0.02565273]
 [ 0.11375648 -0.03957133 -0.01989574  0.10904159 -0.00190975 -0.07938206
   0.10271526  0.00449335  0.0245255   0.01742811]
 [ 0.03269352 -0.03585391 -0.21291803  0.14045147 -0.05188064  0.0917375
  -0.08768472 -0.01996361 -0.10156172 -0.00809736]
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   0.03693646 -0.25008957  0.05199636 -0.21992407]
 [-0.06457307 -0.01369678  0.27911929  0.10803923  0.08708286 -0.06546106
  -0.15377873  0.12133423  0.07536085  0.044202  ]
 [ 0.04569444 -0.01306792  0.08430547  0.08180249  0.10257801 -0.01667682
   0.26622418  0.12029932 -0.04435992 -0.07024381]
 [-0.00403639 -0.17299217 -0.29531908 -0.06277472  0.2892808  -0.08499489
   0.19804002  0.16438228  0.09489728 -0.04323604]
 [ 0.04971041  0.01618006 -0.12101465  0.03723692 -0.07290114  0.32831123
   0.24778683  0.20598415 -0.1713826  -0.05733495]
 [ 0.02259533  0.02835184  0.12953936  0.13091235 -0.09448534  0.09834775
  -0.23771415 -0.03941865  0.22549414  0.11195644]
 [ 0.10400546  0.07309916 -0.05144936 -0.11022335 -0.09805889 -0.32764345
   0.11002294  0.00850736  0.13689618  0.08431863]
 [-0.09753649  0.02346957 -0.01506975  0.02350459  0.00774251 -0.20271504
  -0.09428508 -0.01948435  0.01483097  0.13041342]
 [-0.12757218 -0.00800948 -0.18966876  0.0190363  -0.31979132 -0.01248033
  -0.06768227 -0.02239286  0.02113701  0.08900901]
 [ 0.01125086  0.0553142  -0.05441143 -0.06918936  0.34323022  0.25495546
   0.40553163  0.11475306 -0.13676295 -0.30723357]
 [ 0.03260709 -0.20986813 -0.00552765 -0.00335158  0.44158025  0.07586014
   0.3418202   0.09338326  0.08139977 -0.30169737]
 [ 0.05021669 -0.28498981 -0.02389091 -0.05237005  0.50219555  0.00377893
   0.33345544  0.05009092 -0.31929031 -0.15542898]
 [-0.11045343 -0.40860398  0.01854749 -0.12209559  0.51573237 -0.11876026
   0.42575365 -0.0799311  -0.00589201  0.15957223]
 [-0.2395738  -0.23310122  0.07777302  0.01597155  0.72906309  0.11978246
   0.24910864  0.04985267 -0.04006316 -0.06840661]
 [-0.12387954 -0.07128538  0.2867516  -0.1360288   0.32895603 -0.08185827
   0.44525321  0.01682628 -0.17312591  0.07993214]
 [-0.0805513  -0.08230544 -0.15793625 -0.03473213  0.28127964 -0.25278593
   0.03037623  0.17184718  0.04065041 -0.0501067 ]
 [ 0.1056135   0.20906655  0.16039926 -0.1021282  -0.03903091  0.05500097
  -0.11480459  0.28485215  0.06517505  0.15938179]
 [ 0.30902014  0.20493548 -0.10288079  0.26184427 -0.77547891 -0.26743935
  -0.35190261  0.17760291  0.3370518  -0.10426742]
 [ 0.05328373  0.16096298  0.25510704  0.25980952 -0.08275007 -0.19737925
  -0.19055968 -0.13183438 -0.13291273 -0.27672912]
 [ 0.0386163  -0.00963544 -0.11056435 -0.03223447  0.18795921  0.03483024
  -0.04924977 -0.18321219  0.05168897  0.23065909]
 [-0.01036102 -0.08034828 -0.0713062  -0.06649804  0.03725549 -0.16870081
   0.11808799  0.00966177  0.0259033  -0.00640092]
 [ 0.01036528  0.01384274  0.23674671  0.04772295 -0.14314891 -0.12325143
   0.17199765  0.03951751 -0.2066539   0.08575657]
 [ 0.04591627 -0.03795709  0.09653539 -0.02905031 -0.12382486  0.08356035
   0.14061627 -0.27180642 -0.04525515 -0.12356221]
 [-0.03189301  0.02690325  0.07526211 -0.05942524  0.06084551  0.19261733
   0.15904189  0.11753138 -0.04366167  0.14929113]
 [ 0.21830217  0.04842081  0.02793493  0.07807531  0.06843651 -0.01965444
  -0.14458895  0.14806334 -0.05670795 -0.02020108]
 [-0.00121874 -0.13203114 -0.00379548 -0.02219951 -0.21212688 -0.1002254
  -0.08713461  0.0396643   0.07282372  0.13513247]
 [-0.05795357  0.36779986  0.07087017  0.27190025 -0.68073686 -0.25938944
  -0.4420631  -0.07653104  0.17109287  0.19973073]
 [ 0.1040915   0.38304414  0.02358177  0.30710591 -0.504322   -0.04243149
  -0.28226674  0.14813489  0.110686    0.39280843]
 [ 0.23067473  0.22062291  0.22961272  0.09351185 -0.24317929  0.10004445
  -0.11994272  0.16207578  0.19889527  0.02810329]
 [-0.08948476  0.17312263  0.23350652 -0.00968366  0.04361808  0.1405845
  -0.04840463 -0.01542291 -0.0535491   0.02616381]
 [-0.10073062 -0.01662818  0.02322834  0.08566527 -0.029388    0.11921948
   0.26882432  0.02030524 -0.28070281 -0.09979028]
 [-0.19991498  0.0350249  -0.08369483 -0.31678289  0.09226994  0.11019208
   0.04379172  0.10424037 -0.18710657  0.0606751 ]
 [ 0.05410553 -0.24495822 -0.10565633 -0.09892834  0.17231448  0.00402991
   0.04012569  0.15438871 -0.11636984 -0.15255653]
 [ 0.16070631 -0.10497078 -0.13277375  0.01133884  0.10955946 -0.06709069
  -0.06576851 -0.14766988  0.14237359 -0.08253953]
 [-0.12369095  0.16651008  0.2546454  -0.03348946  0.18195275  0.09388089
  -0.02103432 -0.29835615 -0.13167594 -0.06494276]
 [-0.35456353  0.11405264  0.00863181 -0.03258754  0.12363031 -0.16657067
  -0.05894206  0.23562571 -0.09961688  0.08190805]
 [ 0.14682421  0.12574681 -0.24168779 -0.09981908  0.10699621 -0.2882375
  -0.0019553  -0.16779118 -0.01001438 -0.19111837]
 [ 0.20504996 -0.14242913  0.05751875 -0.03184429  0.05339386 -0.0260477
  -0.01649867 -0.13653568  0.10267944 -0.18531318]
 [-0.10163837 -0.00545874  0.12144787  0.11378624 -0.01349273 -0.11211514
   0.22008049 -0.07672401  0.18754022  0.00256094]
 [ 0.03021738 -0.08308541  0.22021448 -0.20726446  0.04010258  0.1021611
  -0.0351545  -0.1121626   0.04380067  0.27232321]]
[[ 0.40837323]
 [ 1.11168597]
 [ 0.20716506]
 [ 0.59152042]
 [-1.92839395]
 [-0.23549242]
 [-1.23479902]
 [-0.00740626]
 [ 0.44554463]
 [ 0.65765882]]
Progress: 11.2% ... Training loss: 0.399 ... Validation loss: 0.644[[  1.58390689e-01   2.84845370e-01  -1.15962887e-01   1.06214393e-01
   -6.04695830e-01  -6.69307735e-02  -1.19719599e-01   1.25625506e-01
   -9.05370526e-02   2.12585102e-01]
 [  1.87662438e-02   1.82188158e-01  -1.82323630e-02   4.37722470e-02
    8.28687002e-02  -7.36004556e-03   2.87094668e-01   4.13632575e-02
    1.41901991e-01  -2.35227500e-02]
 [  2.14258544e-01   4.38293804e-01   4.12344249e-02   1.58545690e-01
   -4.77627194e-02  -7.72145868e-02  -5.70365301e-01  -3.24100275e-02
    1.30871399e-01   4.02339947e-01]
 [ -5.06742124e-02  -3.77307984e-01  -2.55985964e-01  -3.05496210e-02
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[[ 0.40038301]
 [ 1.1032564 ]
 [ 0.19735521]
 [ 0.58166758]
 [-1.94505765]
 [-0.24308923]
 [-1.24694551]
 [-0.01654467]
 [ 0.43694069]
 [ 0.64712638]]
Progress: 11.2% ... Training loss: 0.394 ... Validation loss: 0.644[[ 0.15873614  0.28594228 -0.11574297  0.1065778  -0.6049589  -0.06712925
  -0.12051402  0.12560968 -0.090035    0.21304898]
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 [-0.04970857 -0.37466381 -0.25547348 -0.02909049  0.15304187  0.18236858
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   0.26849034  0.12030978 -0.04520754 -0.07155151]
 [-0.00467399 -0.17480879 -0.29567435 -0.06381116  0.29249307 -0.08460373
   0.20009132  0.16439775  0.09413938 -0.0442667 ]
 [ 0.05020078  0.01745734 -0.12071359  0.03810031 -0.07516169  0.32795207
   0.24628504  0.20596119 -0.17075711 -0.0564172 ]
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 [ 0.01116023  0.05506433 -0.05446346 -0.06932779  0.34364733  0.25501177
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   0.25230436  0.04987708 -0.04118885 -0.07005802]
 [-0.12485644 -0.07398372  0.28625772 -0.13747443  0.33330488 -0.08129852
   0.44810939  0.01684856 -0.1742105   0.07841041]
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  -0.19164074 -0.1318477  -0.13247043 -0.27615281]
 [ 0.03819458 -0.01072184 -0.11075981 -0.03282824  0.18996377  0.03507553
  -0.04813138 -0.1831954   0.05124673  0.23009318]
 [-0.01033646 -0.08025528 -0.07129252 -0.06645507  0.03712137 -0.16871603
   0.11801044  0.00966     0.02592977 -0.00635279]
 [ 0.01031092  0.01371349  0.23670373  0.04760613 -0.14278509 -0.1232203
   0.17224352  0.03952424 -0.20672208  0.08559037]
 [ 0.04579405 -0.03818871  0.09647571 -0.02923461 -0.12314807  0.08362388
   0.14104639 -0.27180074 -0.04539094 -0.12383623]
 [-0.03120197  0.02875932  0.0756278  -0.05837351  0.05748948  0.19219027
   0.1570489   0.11750925 -0.04286401  0.15034733]
 [ 0.21773034  0.04696396  0.02765627  0.07724312  0.07122123 -0.01932062
  -0.1428474   0.14808503 -0.05731812 -0.02113293]
 [-0.00155916 -0.132685   -0.00397215 -0.02270206 -0.21040872 -0.10004456
  -0.08631456  0.03967081  0.07242513  0.13463633]
 [-0.05669199  0.37046466  0.07148785  0.27357146 -0.68611723 -0.26008531
  -0.44478033 -0.0765785   0.17247831  0.2013408 ]
 [ 0.10467821  0.38464122  0.02387101  0.30792533 -0.50678892 -0.04279718
  -0.28385999  0.14810979  0.11130138  0.39366799]
 [ 0.23176722  0.22369967  0.23025053  0.09535745 -0.24866758  0.09930325
  -0.12354481  0.16204382  0.20030652  0.03003257]
 [-0.0889904   0.17458815  0.23373693 -0.00898408  0.04145667  0.1402822
  -0.04995653 -0.01544352 -0.05301364  0.02695702]
 [-0.10063062 -0.0163433   0.02329527  0.08584193 -0.02998904  0.11914575
   0.26846269  0.02030072 -0.28056095 -0.09962403]
 [-0.20045325  0.03360846 -0.08396353 -0.31758192  0.09482269  0.11051411
   0.04532438  0.10425279 -0.18770235  0.05985156]
 [ 0.05363675 -0.24643744 -0.10589102 -0.09961836  0.17452668  0.00430347
   0.04165257  0.15440466 -0.11687223 -0.15333923]
 [ 0.15958908 -0.10811563 -0.1333237   0.00971977  0.11470335 -0.06642536
  -0.06219774 -0.14764457  0.14122159 -0.08451937]
 [-0.1230079   0.16837136  0.25496069 -0.03248255  0.17914282  0.09344018
  -0.02292985 -0.29838989 -0.1309184  -0.06392036]
 [-0.35498698  0.11266481  0.00843758 -0.03321434  0.12561614 -0.1663912
  -0.0572153   0.2356189  -0.09998888  0.08104153]
 [ 0.14649346  0.12508411 -0.241755   -0.10007915  0.10821824 -0.28815357
  -0.00121371 -0.16777924 -0.01023508 -0.19151225]
 [ 0.20552128 -0.14122865  0.05774168 -0.03124947  0.05154321 -0.02631269
  -0.01763404 -0.13655781  0.10317468 -0.18463874]
 [-0.10144721 -0.00502253  0.12156399  0.11400852 -0.01327742 -0.11226069
   0.2192316  -0.07673119  0.18777952  0.00294171]
 [ 0.0291026  -0.08627935  0.21967315 -0.20887823  0.04551971  0.10282131
  -0.03146245 -0.11212018  0.04259966  0.27064396]]
[[ 0.40437466]
 [ 1.10992637]
 [ 0.2005779 ]
 [ 0.58831968]
 [-1.94592314]
 [-0.24079205]
 [-1.2460823 ]
 [-0.01366524]
 [ 0.43960685]
 [ 0.65188542]]
Progress: 11.2% ... Training loss: 0.393 ... Validation loss: 0.641[[  1.59285523e-01   2.85876511e-01  -1.15502425e-01   1.07041214e-01
   -6.05294374e-01  -6.74095977e-02  -1.20404745e-01   1.25599063e-01
   -8.95140652e-02   2.13274166e-01]
 [  1.83838571e-02   1.81205413e-01  -1.84256215e-02   4.31924162e-02
    8.47974580e-02  -7.12436407e-03   2.88293468e-01   4.13785351e-02
    1.41466462e-01  -2.41473773e-02]
 [  2.14917108e-01   4.39596059e-01   4.12870631e-02   1.58144101e-01
   -4.70118836e-02  -7.72785688e-02  -5.69502814e-01  -3.24073593e-02
    1.30929156e-01   4.02094277e-01]
 [ -4.96129340e-02  -3.73232443e-01  -2.55322216e-01  -2.84408667e-02
    1.49891086e-01   1.82235924e-01   2.18650497e-01   5.57878664e-02
   -1.03505694e-02   2.89865773e-02]
 [  3.54537543e-03   2.26204901e-01  -1.44943406e-01   5.31055617e-02
    8.23273774e-02  -1.82373235e-01  -2.02742559e-02  -1.20145804e-01
   -1.88917792e-01   5.52216793e-02]
 [ -3.44177273e-01  -2.62882543e-01  -2.85162947e-01   1.45758749e-01
    1.28099996e-01   5.08634420e-02  -2.78315785e-02  -3.47218351e-02
   -7.51057040e-03   3.88452754e-02]
 [ -3.92189978e-03  -1.29102006e-01   9.69808088e-03   9.92837551e-02
   -8.14112300e-02  -7.17395957e-02   1.61525009e-01  -1.88341455e-01
    1.81711765e-01   4.39752451e-02]
 [  1.11380940e-01  -1.99524951e-01   2.99156438e-02  -7.30915805e-02
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    6.16055764e-02  -1.57731777e-02]
 [ -1.47498430e-01   2.85498715e-04  -2.96410470e-01   1.13403502e-02
   -1.37059074e-01   5.90727738e-02  -3.01051766e-01  -2.63852240e-02
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 [  5.54270484e-02  -1.96981706e-01   8.38399800e-02   1.58314250e-02
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   -1.73824873e-02   1.42064450e-01]
 [ -7.89853877e-02   1.18303327e-01  -2.02870289e-03  -1.61741047e-01
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   -2.58238236e-02  -1.25051812e-01]
 [ -6.82942634e-02   8.06144918e-02  -5.18289731e-02   4.40752569e-02
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   -1.25666468e-01  -1.44794806e-01]
 [ -1.55520737e-01   7.45530492e-03   6.26819126e-02   2.38920587e-02
   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
    8.88692226e-02   1.76555084e-01]
 [ -2.03520165e-01  -9.99562464e-02   1.24957702e-01   2.83623002e-01
   -1.73873160e-01  -8.80901835e-02  -1.63518271e-01  -2.54673443e-01
   -1.97172261e-01   2.52906541e-02]
 [  1.13768239e-01  -3.99244475e-02  -1.98557963e-02   1.09076750e-01
   -1.67479052e-03  -7.94407969e-02   1.03098135e-01   4.49105796e-03
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 [  3.31558556e-02  -3.45820437e-02  -2.12696809e-01   1.41073869e-01
   -5.30426366e-02   9.14107348e-02  -8.91460568e-02  -1.99841185e-02
   -1.01033660e-01  -7.39222204e-03]
 [ -1.33653457e-01  -6.85822361e-02  -2.09591618e-01   1.40193710e-01
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    5.37126648e-02  -2.17494630e-01]
 [ -6.57215468e-02  -1.67475960e-02   2.78542462e-01   1.06363677e-01
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    7.41652220e-02   4.23354764e-02]
 [  4.47152375e-02  -1.58421319e-02   8.38518242e-02   8.04640729e-02
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   -4.53423950e-02  -7.16714729e-02]
 [ -4.69756220e-03  -1.75255388e-01  -2.95745721e-01  -6.40597663e-02
    2.93182875e-01  -8.45542527e-02   2.01064460e-01   1.64405444e-01
    9.39534069e-02  -4.46532841e-02]
 [  5.03972939e-02   1.76771020e-02  -1.20610131e-01   3.83368587e-02
   -7.60592682e-02   3.27825481e-01   2.46185743e-01   2.05954787e-01
   -1.70532036e-01  -5.62421091e-02]
 [  2.31815354e-02   2.94068627e-02   1.29819395e-01   1.31597822e-01
   -9.69082562e-02   9.80406934e-02  -2.38099056e-01  -3.94413806e-02
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 [  1.03840509e-01   7.27162463e-02  -5.14896802e-02  -1.10453346e-01
   -9.72546810e-02  -3.27581536e-01   1.10531577e-01   8.51369667e-03
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 [ -9.78409793e-02   2.28050500e-02  -1.52155292e-02   2.30809899e-02
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 [ -1.27894941e-01  -9.12874108e-03  -1.89820227e-01   1.85689350e-02
   -3.18221652e-01  -1.22685405e-02  -6.64845748e-02  -2.23712780e-02
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 [  1.09630545e-02   5.44842099e-02  -5.45477493e-02  -6.95672806e-02
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   -1.37053194e-01  -3.07701779e-01]
 [  3.14797570e-02  -2.13092032e-01  -6.13221972e-03  -5.09433097e-03
    4.47268251e-01   7.65444738e-02   3.45446451e-01   9.34106367e-02
    8.01143852e-02  -3.03623407e-01]
 [  4.90490530e-02  -2.88480033e-01  -2.44748090e-02  -5.41213304e-02
    5.08054025e-01   4.48567228e-03   3.37371431e-01   5.01369816e-02
   -3.20601021e-01  -1.57385237e-01]
 [ -1.11271938e-01  -4.10793603e-01   1.81512175e-02  -1.23277421e-01
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   -6.74975539e-03   1.58449400e-01]
 [ -2.41084843e-01  -2.37328461e-01   7.70309268e-02   1.38209879e-02
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   -4.16477426e-02  -7.08170286e-02]
 [ -1.25072244e-01  -7.45091622e-02   2.86166793e-01  -1.37792667e-01
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   -1.74444126e-01   7.80892426e-02]
 [ -8.12266695e-02  -8.41344699e-02  -1.58276385e-01  -3.57150459e-02
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 [  1.06553576e-01   2.11667302e-01   1.60904489e-01  -1.00617727e-01
   -4.38243017e-02   5.44371295e-02  -1.17786158e-01   2.84816916e-01
    6.62735054e-02   1.60849413e-01]
 [  3.10078755e-01   2.07740459e-01  -1.02379659e-01   2.63308460e-01
   -7.79058479e-01  -2.68053384e-01  -3.55144621e-01   1.77569769e-01
    3.38168031e-01  -1.02573134e-01]
 [  5.41921898e-02   1.63306441e-01   2.55618034e-01   2.61256927e-01
   -8.76353573e-02  -1.97984426e-01  -1.93390028e-01  -1.31867284e-01
   -1.31820736e-01  -2.75274805e-01]
 [  3.82500575e-02  -1.06391021e-02  -1.10731239e-01  -3.27482009e-02
    1.89699121e-01   3.50466543e-02  -4.82338491e-02  -1.83197089e-01
    5.13092017e-02   2.30188240e-01]
 [ -1.10707644e-02  -8.21639423e-02  -7.16696683e-02  -6.75650177e-02
    4.07797031e-02  -1.68306361e-01   1.20287536e-01   9.68529922e-03
    2.50892313e-02  -7.54529813e-03]
 [  9.94190192e-03   1.27030411e-02   2.36491949e-01   4.69887706e-02
   -1.40875374e-01  -1.23002849e-01   1.73376210e-01   3.95385953e-02
   -2.07187930e-01   8.49783674e-02]
 [  4.58049549e-02  -3.82419485e-02   9.64653417e-02  -2.92690788e-02
   -1.22920309e-01   8.36248673e-02   1.41022129e-01  -2.71797261e-01
   -4.53994269e-02  -1.23841192e-01]
 [ -3.17092114e-02   2.76283082e-02   7.53543934e-02  -5.91911000e-02
    6.01628584e-02   1.92488954e-01   1.58423091e-01   1.17528207e-01
   -4.34804360e-02   1.49621131e-01]
 [  2.17708370e-01   4.68819720e-02   2.76441515e-02   7.71968918e-02
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   -5.73489511e-02  -2.11930858e-02]
 [ -1.52477924e-03  -1.32577504e-01  -3.96073451e-03  -2.26718839e-02
   -2.10531564e-01  -1.00060303e-01  -8.64100476e-02   3.96703033e-02
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 [ -5.49135030e-02   3.74211332e-01   7.23594931e-02   2.76058901e-01
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 [  1.05820924e-01   3.86907070e-01   2.44451633e-02   3.09495104e-01
   -5.11821108e-01  -4.34526012e-02  -2.86683653e-01   1.48069574e-01
    1.12567061e-01   3.95131476e-01]
 [  2.32001615e-01   2.24301167e-01   2.30381066e-01   9.57374052e-02
   -2.49796604e-01   9.91267551e-02  -1.24357026e-01   1.62034148e-01
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 [ -8.83538515e-02   1.76319953e-01   2.34065933e-01  -8.00341371e-03
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   -5.22805492e-02   2.79671948e-02]
 [ -1.00763427e-01  -1.66781218e-02   2.32316518e-02   8.56240002e-02
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   -2.80720072e-01  -9.98049480e-02]
 [ -2.00536215e-01   3.32799103e-02  -8.39929400e-02  -3.17678420e-01
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   -1.87770646e-01   5.97551832e-02]
 [  5.31952109e-02  -2.47585525e-01  -1.06107557e-01  -1.00266733e-01
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   -1.17358290e-01  -1.54051180e-01]
 [  1.59533169e-01  -1.08395436e-01  -1.33333920e-01   9.70340100e-03
    1.15023435e-01  -6.64417720e-02  -6.20682313e-02  -1.47644366e-01
    1.41216281e-01  -8.46002007e-02]
 [ -1.22365533e-01   1.69807658e-01   2.55258256e-01  -3.16093169e-02
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   -1.30259922e-01  -6.30229758e-02]
 [ -3.53009607e-01   1.17093067e-01   9.43671088e-03  -3.03999516e-02
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   -9.78442858e-02   8.37986303e-02]
 [  1.44875743e-01   1.20674175e-01  -2.42594331e-01  -1.02591803e-01
    1.16191984e-01  -2.87220549e-01   3.86507387e-03  -1.67722560e-01
   -1.20854654e-02  -1.94117018e-01]
 [  2.05344689e-01  -1.41772240e-01   5.76546948e-02  -3.15212444e-02
    5.22748382e-02  -2.62235964e-02  -1.69577447e-02  -1.36552699e-01
    1.02998897e-01  -1.84994367e-01]
 [ -1.01548299e-01  -5.41821352e-03   1.21507007e-01   1.13788555e-01
   -1.25203345e-02  -1.12200164e-01   2.19748664e-01  -7.67281124e-02
    1.87664881e-01   2.62298438e-03]
 [  2.95377826e-02  -8.57644218e-02   2.19913157e-01  -2.08250314e-01
    4.40783510e-02   1.02585406e-01  -3.23007912e-02  -1.12131754e-01
    4.31007343e-02   2.71312875e-01]]
[[ 0.40798088]
 [ 1.12024411]
 [ 0.20853595]
 [ 0.59765591]
 [-1.94687277]
 [-0.23528283]
 [-1.24570289]
 [-0.00763288]
 [ 0.44656612]
 [ 0.66123406]]
Progress: 11.3% ... Training loss: 0.394 ... Validation loss: 0.638[[  1.57796989e-01   2.81749038e-01  -1.16248140e-01   1.04875242e-01
   -5.97751037e-01  -6.66241009e-02  -1.15237644e-01   1.25628508e-01
   -9.10497417e-02   2.10704437e-01]
 [  1.76541949e-02   1.79210434e-01  -1.87958864e-02   4.21391536e-02
    8.82055446e-02  -6.69884414e-03   2.90502509e-01   4.13923672e-02
    1.40652348e-01  -2.52668326e-02]
 [  2.15075556e-01   4.41620975e-01   4.14517509e-02   1.58517870e-01
   -4.82912015e-02  -7.74068059e-02  -5.70178903e-01  -3.24097895e-02
    1.31032939e-01   4.02412280e-01]
 [ -4.81845535e-02  -3.69824483e-01  -2.54547313e-01  -2.63821731e-02
    1.42169959e-01   1.81553727e-01   2.13975096e-01   5.57612080e-02
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    1.87130672e-01   1.85609452e-03]
 [  2.99613462e-02  -8.48473768e-02   2.20119374e-01  -2.07578287e-01
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[[ 0.40205909]
 [ 1.1109556 ]
 [ 0.20000279]
 [ 0.58866735]
 [-1.95759755]
 [-0.2403661 ]
 [-1.25576362]
 [-0.0127609 ]
 [ 0.443166  ]
 [ 0.65354624]]
Progress: 11.3% ... Training loss: 0.390 ... Validation loss: 0.639[[  1.58863688e-01   2.83501113e-01  -1.15571769e-01   1.06542065e-01
   -6.00621192e-01  -6.73043041e-02  -1.17019672e-01   1.25588106e-01
   -8.96215733e-02   2.12323436e-01]
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    1.40645445e-01  -2.52967545e-02]
 [  2.16235157e-01   4.44351817e-01   4.21350046e-02   1.60250691e-01
   -5.26899960e-02  -7.81344469e-02  -5.72871294e-01  -3.24516783e-02
    1.32366867e-01   4.04127788e-01]
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   -1.29052966e-02   2.67307669e-02]
 [ -5.57269525e-04   2.14418154e-01  -1.47104642e-01   4.69427734e-02
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   -8.31274942e-03   3.71082636e-02]
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   -1.26527292e-01  -1.46052786e-01]
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   -4.57874049e-02  -7.22867197e-02]
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 [  5.03227319e-02   1.75200028e-02  -1.20602999e-01   3.82929921e-02
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   -1.70549972e-01  -5.62769627e-02]
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 [  3.01748628e-02  -8.47341654e-02   2.20215410e-01  -2.07301922e-01
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[[ 0.41148876]
 [ 1.12135645]
 [ 0.2064466 ]
 [ 0.59688278]
 [-1.96143358]
 [-0.23793502]
 [-1.25918813]
 [-0.0082143 ]
 [ 0.45154532]
 [ 0.66124365]]
Progress: 11.4% ... Training loss: 0.390 ... Validation loss: 0.631[[  1.55985151e-01   2.75817748e-01  -1.17036350e-01   1.02185147e-01
   -5.86804926e-01  -6.56405353e-02  -1.08292319e-01   1.25649501e-01
   -9.28438779e-02   2.07505577e-01]
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    1.40769034e-01  -2.51072482e-02]
 [  2.13361440e-01   4.37854541e-01   4.06399258e-02   1.55596791e-01
   -3.88356278e-02  -7.63528731e-02  -5.65501615e-01  -3.23870934e-02
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   -9.17132268e-03   3.16931182e-02]
 [ -1.15926048e-03   2.12696892e-01  -1.47444405e-01   4.58359822e-02
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   -1.26313336e-01  -1.45857903e-01]
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   -5.65377541e-02  -2.02154337e-02]
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   -2.49260149e-01   9.91701389e-02  -1.24175767e-01   1.62028477e-01
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   -1.87997823e-01   5.93607182e-02]
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   -1.18632432e-01  -1.55966735e-01]
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   -1.31830856e-01  -6.53262201e-02]
 [ -3.53420957e-01   1.15603440e-01   9.20779406e-03  -3.10012898e-02
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   -9.82278351e-02   8.29125770e-02]
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   -1.29976951e-02  -1.95740142e-01]
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 [ -1.03414204e-01  -1.02945719e-02   1.20591576e-01   1.11156344e-01
   -3.79248607e-03  -1.11230798e-01   2.25268191e-01  -7.66886795e-02
    1.85694073e-01  -2.66816195e-04]
 [  2.93387572e-02  -8.68665534e-02   2.19766714e-01  -2.08647060e-01
    4.50646012e-02   1.02744861e-01  -3.11254402e-02  -1.12125572e-01
    4.28864044e-02   2.70609507e-01]]
[[ 0.38758671]
 [ 1.09791269]
 [ 0.18453465]
 [ 0.57319554]
 [-1.98153192]
 [-0.25345424]
 [-1.27644611]
 [-0.02604879]
 [ 0.42901741]
 [ 0.63671718]]
Progress: 11.4% ... Training loss: 0.398 ... Validation loss: 0.656[[  1.55453134e-01   2.73800673e-01  -1.17235942e-01   1.01212823e-01
   -5.83234976e-01  -6.52705684e-02  -1.06222718e-01   1.25683446e-01
   -9.33136845e-02   2.06354157e-01]
 [  1.77787869e-02   1.79440425e-01  -1.87294264e-02   4.23402274e-02
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 [  2.11740963e-01   4.33967993e-01   3.98722761e-02   1.52810262e-01
   -3.08938734e-02  -7.51375243e-02  -5.60431345e-01  -3.22728356e-02
    1.27116175e-01   3.96322764e-01]
 [ -4.72671394e-02  -3.67058320e-01  -2.54130570e-01  -2.46028345e-02
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   -7.90088583e-03   3.41075841e-02]
 [ -1.46940174e-03   2.11949291e-01  -1.47539880e-01   4.54550532e-02
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   -1.94282862e-01   4.60306565e-02]
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   -7.98793515e-03   3.70681127e-02]
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   -1.87399210e-02   1.38254623e-01]
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   -2.65753917e-02  -1.26352527e-01]
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   -1.27405236e-01  -1.47443932e-01]
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   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
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 [ -2.04121212e-01  -1.01957872e-01   1.24653454e-01   2.82902889e-01
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 [  1.13852194e-01  -4.05604693e-02  -1.98356301e-02   1.09416004e-01
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 [  3.21277064e-02  -3.78552276e-02  -2.13137926e-01   1.39538402e-01
   -4.73457749e-02   9.19289038e-02  -8.49488517e-02  -1.99700222e-02
   -1.02098188e-01  -9.44187999e-03]
 [ -1.33127502e-01  -6.78744568e-02  -2.09305095e-01   1.40874543e-01
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 [ -6.60530855e-02  -1.75899654e-02   2.78405280e-01   1.05835723e-01
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 [  4.33923001e-02  -1.94185428e-02   8.32034324e-02   7.83907586e-02
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   -4.68299384e-02  -7.38623361e-02]
 [ -4.08616922e-03  -1.73292174e-01  -2.95390062e-01  -6.30067220e-02
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 [  5.00782194e-02   1.70684935e-02  -1.20640202e-01   3.80844321e-02
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   -1.70696575e-01  -5.66059688e-02]
 [  2.18521912e-02   2.52455965e-02   1.29144658e-01   1.29497184e-01
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 [ -9.79619907e-02   2.23624158e-02  -1.52822017e-02   2.28898264e-02
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 [  1.02417915e-02   5.23580144e-02  -5.48890843e-02  -7.05676379e-02
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   -1.37800828e-01  -3.08910945e-01]
 [  3.01526871e-02  -2.16820144e-01  -6.82042613e-03  -7.08557148e-03
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 [  4.74321227e-02  -2.92897066e-01  -2.52587614e-02  -5.65097332e-02
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   -3.22323385e-01  -1.59999462e-01]
 [ -1.12517141e-01  -4.14460785e-01   1.75381155e-02  -1.25081804e-01
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   -8.09904453e-03   1.56625326e-01]
 [ -2.41820366e-01  -2.39380467e-01   7.66642364e-02   1.27622405e-02
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   -4.24448184e-02  -7.19631777e-02]
 [ -1.27861563e-01  -8.22247635e-02   2.84793541e-01  -1.41925793e-01
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   -1.77520070e-01   7.37438316e-02]
 [ -8.28163059e-02  -8.85742937e-02  -1.59047543e-01  -3.80860176e-02
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 [  1.07616533e-01   2.14705703e-01   1.61477573e-01  -9.89494337e-02
   -4.91393655e-02   5.37912858e-02  -1.21129922e-01   2.84805864e-01
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 [  3.12235469e-01   2.13491730e-01  -1.01304849e-01   2.66434211e-01
   -7.89384703e-01  -2.69315717e-01  -3.62120967e-01   1.77487478e-01
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 [  5.42327388e-02   1.63586553e-01   2.55629383e-01   2.61335515e-01
   -8.79060076e-02  -1.98050757e-01  -1.93836583e-01  -1.31882973e-01
   -1.31745744e-01  -2.75215552e-01]
 [  3.84800838e-02  -1.01770870e-02  -1.10601539e-01  -3.23741944e-02
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 [ -1.10788844e-02  -8.23471695e-02  -7.16471742e-02  -6.75302849e-02
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 [  1.03092408e-02   1.41367016e-02   2.36659802e-01   4.75881641e-02
   -1.42757941e-01  -1.23352672e-01   1.72022984e-01   3.95039169e-02
   -2.06721296e-01   8.53818287e-02]
 [  4.48350199e-02  -4.10170780e-02   9.59419230e-02  -3.08466057e-02
   -1.17567825e-01   8.42332143e-02   1.43910982e-01  -2.71764508e-01
   -4.65331317e-02  -1.25519788e-01]
 [ -3.15778565e-02   2.81193837e-02   7.54382594e-02  -5.89186646e-02
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   -4.32547980e-02   1.49642349e-01]
 [  2.18250263e-01   4.88014170e-02   2.79690163e-02   7.82373076e-02
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   -5.65699812e-02  -2.02612255e-02]
 [  8.56794892e-05  -1.28292039e-01  -3.16236001e-03  -2.02495179e-02
   -2.17963075e-01  -1.01033833e-01  -9.10555669e-02   3.96151036e-02
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 [ -5.42816926e-02   3.75177353e-01   7.26731037e-02   2.76786867e-01
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 [  1.07040099e-01   3.88921179e-01   2.51313488e-02   3.11206523e-01
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    1.13961491e-01   3.96852305e-01]
 [  2.32285565e-01   2.24930808e-01   2.30518081e-01   9.61979402e-02
   -2.51416580e-01   9.88988622e-02  -1.25312164e-01   1.61999912e-01
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 [ -8.75460638e-02   1.78469446e-01   2.34511887e-01  -6.67985098e-03
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   -5.13081849e-02   2.93460054e-02]
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   -2.80946428e-01  -1.00122288e-01]
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   -1.88332599e-01   5.88467728e-02]
 [  5.16883895e-02  -2.51809158e-01  -1.06861711e-01  -1.02506830e-01
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   -1.18978431e-01  -1.56483202e-01]
 [  1.59752766e-01  -1.07491586e-01  -1.33043950e-01   1.03505501e-02
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 [ -1.23692769e-01   1.66202106e-01   2.54662356e-01  -3.33973990e-02
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   -1.31599669e-01  -6.50560393e-02]
 [ -3.52494956e-01   1.17489899e-01   9.64854484e-03  -2.97793701e-02
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   -9.72085783e-02   8.41137517e-02]
 [  1.44434574e-01   1.18608076e-01  -2.42767612e-01  -1.03221447e-01
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   -1.24168892e-02  -1.94907848e-01]
 [  2.04354298e-01  -1.45075524e-01   5.72330599e-02  -3.29834380e-02
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    1.01892752e-01  -1.86716366e-01]
 [ -1.03424440e-01  -1.03703851e-02   1.20608051e-01   1.11100145e-01
   -3.31509782e-03  -1.11216334e-01   2.25336268e-01  -7.66874650e-02
    1.85738020e-01  -2.32474478e-04]
 [  2.92184507e-02  -8.73259123e-02   2.19684350e-01  -2.08831393e-01
    4.52309810e-02   1.02827055e-01  -3.06429031e-02  -1.12118303e-01
    4.27696126e-02   2.70322317e-01]]
[[ 0.39093069]
 [ 1.10062064]
 [ 0.18949843]
 [ 0.58007167]
 [-1.97861363]
 [-0.24989592]
 [-1.2696916 ]
 [-0.02093158]
 [ 0.4348454 ]
 [ 0.64195082]]
Progress: 11.5% ... Training loss: 0.392 ... Validation loss: 0.649[[  1.56647257e-01   2.76237158e-01  -1.16745194e-01   1.02795416e-01
   -5.86686873e-01  -6.59190721e-02  -1.09428296e-01   1.25626797e-01
   -9.20355379e-02   2.08082651e-01]
 [  1.79643020e-02   1.79888289e-01  -1.86498064e-02   4.25717204e-02
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    1.40948727e-01  -2.48231087e-02]
 [  2.10018120e-01   4.30562653e-01   3.89913919e-02   1.50097605e-01
   -2.30311389e-02  -7.40138327e-02  -5.55207462e-01  -3.21791043e-02
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[[ 0.40485717]
 [ 1.11451661]
 [ 0.20161107]
 [ 0.59465422]
 [-1.97186238]
 [-0.23876144]
 [-1.25785384]
 [-0.01088045]
 [ 0.44848034]
 [ 0.65422877]]
Progress: 11.6% ... Training loss: 0.386 ... Validation loss: 0.637[[  1.55826713e-01   2.74011452e-01  -1.17178563e-01   1.01449807e-01
   -5.81942542e-01  -6.54652778e-02  -1.06448268e-01   1.25648918e-01
   -9.28196730e-02   2.06525271e-01]
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   -6.44629299e-03   3.60528710e-02]
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 [  2.98639991e-02  -8.55574037e-02   2.19997117e-01  -2.07788776e-01
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[[ 0.39671861]
 [ 1.1072043 ]
 [ 0.19402188]
 [ 0.58832954]
 [-1.98241244]
 [-0.24632029]
 [-1.26827106]
 [-0.01783493]
 [ 0.44096043]
 [ 0.64692522]]
Progress: 11.6% ... Training loss: 0.388 ... Validation loss: 0.643[[  1.57248207e-01   2.77436988e-01  -1.16416304e-01   1.03759525e-01
   -5.87242186e-01  -6.62976061e-02  -1.09954273e-01   1.25576759e-01
   -9.10646610e-02   2.08823772e-01]
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 [  2.09592268e-01   4.30669865e-01   3.87426284e-02   1.49146264e-01
   -1.96515355e-02  -7.36545464e-02  -5.53732020e-01  -3.21482792e-02
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   -5.71270857e-03   3.73840373e-02]
 [  4.84761689e-04   2.18919347e-01  -1.46517291e-01   4.86934767e-02
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   -5.68239182e-02  -2.06398547e-02]
 [  9.54638843e-04  -1.25784483e-01  -2.73364200e-03  -1.88874954e-02
   -2.22236019e-01  -1.01596411e-01  -9.37978621e-02   3.95728717e-02
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   -7.02430758e-01  -2.62345514e-01  -4.53303681e-01  -7.67243731e-02
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 [  1.07592709e-01   3.90033664e-01   2.53996899e-02   3.12001073e-01
   -5.18688015e-01  -4.45067299e-02  -2.90789800e-01   1.47982647e-01
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 [  2.33284962e-01   2.27505514e-01   2.31017704e-01   9.78310942e-02
   -2.56690083e-01   9.82361919e-02  -1.28490093e-01   1.61952963e-01
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 [ -8.72541751e-02   1.79576243e-01   2.34681843e-01  -6.12475560e-03
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   -5.09027765e-02   2.99354840e-02]
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   -2.81254656e-01  -1.00587478e-01]
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   -1.89171095e-01   5.76037523e-02]
 [  5.14825140e-02  -2.52397301e-01  -1.06966927e-01  -1.02830896e-01
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   -1.19219768e-01  -1.56827876e-01]
 [  1.59342123e-01  -1.08881986e-01  -1.33219833e-01   9.82292694e-03
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 [ -1.23721675e-01   1.66354537e-01   2.54674589e-01  -3.33595892e-02
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   -1.31497296e-01  -6.49236243e-02]
 [ -3.52493844e-01   1.17137286e-01   9.62075763e-03  -2.98567332e-02
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   -9.71466206e-02   8.39637872e-02]
 [  1.45645661e-01   1.21507304e-01  -2.42096637e-01  -1.01291323e-01
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   -1.09692310e-02  -1.92928935e-01]
 [  2.05409220e-01  -1.42858291e-01   5.77084589e-02  -3.15470048e-02
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    1.03051650e-01  -1.85183511e-01]
 [ -1.03289396e-01  -1.01125212e-02   1.20647651e-01   1.11253538e-01
   -3.90391420e-03  -1.11302312e-01   2.24967822e-01  -7.66935505e-02
    1.85885509e-01   8.81774448e-06]
 [  3.04573931e-02  -8.43995490e-02   2.20287994e-01  -2.06855742e-01
    3.93693703e-02   1.02058526e-01  -3.43509015e-02  -1.12191857e-01
    4.42471038e-02   2.72028240e-01]]
[[ 0.41285132]
 [ 1.12172373]
 [ 0.2061815 ]
 [ 0.60474748]
 [-1.97577089]
 [-0.23642975]
 [-1.25864253]
 [-0.00458266]
 [ 0.458715  ]
 [ 0.6629304 ]]
Progress: 11.7% ... Training loss: 0.385 ... Validation loss: 0.633[[  1.58603171e-01   2.80464893e-01  -1.15613867e-01   1.05909580e-01
   -5.93446875e-01  -6.71214968e-02  -1.13196933e-01   1.25559265e-01
   -8.92052285e-02   2.10995632e-01]
 [  1.82252752e-02   1.80394214e-01  -1.85115876e-02   4.29785393e-02
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    1.41260208e-01  -2.43993653e-02]
 [  2.12192214e-01   4.37274757e-01   4.00905773e-02   1.52785080e-01
   -3.07609837e-02  -7.50747424e-02  -5.61242957e-01  -3.21765190e-02
    1.27547712e-01   3.96315881e-01]
 [ -4.45642535e-02  -3.60233523e-01  -2.52539859e-01  -1.99414620e-02
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   -4.69722716e-03   3.91879644e-02]
 [ -7.77643867e-04   2.14753366e-01  -1.47067769e-01   4.66406043e-02
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   -1.93271529e-01   4.70430720e-02]
 [ -3.45114344e-01  -2.68716653e-01  -2.85540523e-01   1.44993816e-01
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   -7.66211700e-03   3.69127694e-02]
 [ -3.44630120e-03  -1.28704016e-01   9.93250357e-03   9.97725683e-02
   -8.01823808e-02  -7.20407877e-02   1.60783352e-01  -1.88444616e-01
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 [  1.12264086e-01  -1.97649942e-01   3.06021075e-02  -7.14626363e-02
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    6.32503254e-02  -1.44414542e-02]
 [ -1.48204904e-01  -2.60761827e-03  -2.96629188e-01   1.02628469e-02
   -1.31070439e-01   5.92803153e-02  -2.97272210e-01  -2.64205150e-02
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 [  5.66305925e-02  -1.96246249e-01   8.47359932e-02   1.79966462e-02
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   -1.48688514e-02   1.42687887e-01]
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   -2.54216054e-02  -1.25225868e-01]
 [ -6.96817478e-02   7.59103507e-02  -5.24003117e-02   4.21457755e-02
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   -1.27097029e-01  -1.47186357e-01]
 [ -1.55520737e-01   7.45530492e-03   6.26819126e-02   2.38920587e-02
   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
    8.88692226e-02   1.76555084e-01]
 [ -2.04541035e-01  -1.03677273e-01   1.24448285e-01   2.82390532e-01
   -1.69217369e-01  -8.76577116e-02  -1.59879453e-01  -2.54681416e-01
   -1.97889483e-01   2.36511552e-02]
 [  1.14190906e-01  -4.03672417e-02  -1.96430933e-02   1.10047818e-01
   -3.53861923e-03  -7.98995371e-02   1.03123804e-01   4.44206190e-03
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 [  3.17040450e-02  -3.92065482e-02  -2.13356614e-01   1.38877709e-01
   -4.47749529e-02   9.21465351e-02  -8.33442164e-02  -1.99755819e-02
   -1.02529954e-01  -1.01849229e-02]
 [ -1.32060061e-01  -6.50450156e-02  -2.08803020e-01   1.42390805e-01
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    5.54870453e-02  -2.15273783e-01]
 [ -6.45093882e-02  -1.34765807e-02   2.79196456e-01   1.08102355e-01
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    7.56223217e-02   4.40560464e-02]
 [  4.25975963e-02  -2.17017307e-02   8.27993472e-02   7.73214024e-02
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   -4.75863741e-02  -7.51507604e-02]
 [ -4.29800863e-03  -1.73931523e-01  -2.95585885e-01  -6.35355977e-02
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    9.44579078e-02  -4.42527939e-02]
 [  5.07058163e-02   1.88393951e-02  -1.20224720e-01   3.91123058e-02
   -7.80064896e-02   3.27449141e-01   2.45375393e-01   2.05957056e-01
   -1.69809538e-01  -5.54046862e-02]
 [  2.49622688e-02   3.27839409e-02   1.30803956e-01   1.34251834e-01
   -1.03135785e-01   9.70829814e-02  -2.40403227e-01  -3.94891015e-02
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 [  1.02667654e-01   6.94379665e-02  -5.20484236e-02  -1.12178572e-01
   -9.10902049e-02  -3.26982068e-01   1.14058290e-01   8.52945847e-03
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 [ -9.82594600e-02   2.17691478e-02  -1.54127367e-02   2.24338360e-02
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 [ -1.27715116e-01  -9.29233482e-03  -1.89703088e-01   1.89274681e-02
   -3.19587570e-01  -1.24697014e-02  -6.69474343e-02  -2.24136649e-02
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 [  8.54781305e-03   4.75175411e-02  -5.57459187e-02  -7.31306550e-02
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   -1.39624520e-01  -3.11763218e-01]
 [  2.88653544e-02  -2.20608001e-01  -7.49817412e-03  -9.10024758e-03
    4.60554206e-01   7.81647137e-02   3.54223350e-01   9.35006090e-02
    7.72035010e-02  -3.08094692e-01]
 [  4.69038349e-02  -2.94512576e-01  -2.55490651e-02  -5.73352030e-02
    5.18571596e-01   5.77403055e-03   3.44457068e-01   5.02021704e-02
   -3.22947533e-01  -1.60867415e-01]
 [ -1.13576440e-01  -4.17049339e-01   1.70180245e-02  -1.26617384e-01
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   -9.24910149e-03   1.55060331e-01]
 [ -2.42638346e-01  -2.41768263e-01   7.62946547e-02   1.16762428e-02
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   -4.32286618e-02  -7.31867880e-02]
 [ -1.29174139e-01  -8.60364805e-02   2.84166056e-01  -1.43872742e-01
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   -1.78976146e-01   7.16745214e-02]
 [ -8.29914849e-02  -8.90949907e-02  -1.59123895e-01  -3.82804890e-02
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    3.80866159e-02  -5.40147678e-02]
 [  1.08713545e-01   2.17577178e-01   1.62035449e-01  -9.72355179e-02
   -5.48357980e-02   5.31237507e-02  -1.24667243e-01   2.84760151e-01
    6.88151747e-02   1.64471069e-01]
 [  3.14656195e-01   2.19908714e-01  -1.00130800e-01   2.69968841e-01
   -7.99024947e-01  -2.70882827e-01  -3.69994420e-01   1.77342467e-01
    3.43395078e-01  -9.50218138e-02]
 [  5.46790664e-02   1.64735599e-01   2.55862770e-01   2.62037725e-01
   -9.02087838e-02  -1.98343439e-01  -1.95102145e-01  -1.31900566e-01
   -1.31210145e-01  -2.74506084e-01]
 [  3.86484073e-02  -9.57024386e-03  -1.10494923e-01  -3.20616969e-02
    1.87576024e-01   3.47480957e-02  -4.92890079e-02  -1.83215158e-01
    5.17967883e-02   2.30843726e-01]
 [ -9.42657203e-03  -7.80870667e-02  -7.08012496e-02  -6.50505501e-02
    3.27002393e-02  -1.69321593e-01   1.15641134e-01   9.65526362e-03
    2.69374106e-02  -4.94655012e-03]
 [  1.07385348e-02   1.50929318e-02   2.36832078e-01   4.81220534e-02
   -1.44320234e-01  -1.23575749e-01   1.70610220e-01   3.94777282e-02
   -2.06295510e-01   8.60544046e-02]
 [  4.46955512e-02  -4.16643490e-02   9.58586223e-02  -3.10875864e-02
   -1.16625807e-01   8.43214096e-02   1.44583129e-01  -2.71761506e-01
   -4.67255604e-02  -1.25835899e-01]
 [ -3.16589656e-02   2.82425653e-02   7.54593133e-02  -5.90111226e-02
    5.93790346e-02   1.92418283e-01   1.58276800e-01   1.17528610e-01
   -4.32696151e-02   1.49402099e-01]
 [  2.17985983e-01   4.84192478e-02   2.78326307e-02   7.78928601e-02
    6.94162664e-02  -1.96552594e-02  -1.43658276e-01   1.48075823e-01
   -5.68221465e-02  -2.06405757e-02]
 [  1.05775479e-03  -1.25521279e-01  -2.68060867e-03  -1.87363598e-02
   -2.22737106e-01  -1.01652220e-01  -9.40738398e-02   3.95716973e-02
    7.53454240e-02   1.38458587e-01]
 [ -5.17367191e-02   3.80728055e-01   7.39838350e-02   2.80377948e-01
   -7.05763322e-01  -2.62768161e-01  -4.54985648e-01  -7.67345439e-02
    1.77940214e-01   2.08048516e-01]
 [  1.08431359e-01   3.92025010e-01   2.58745815e-02   3.13341197e-01
   -5.22652851e-01  -4.50416126e-02  -2.93164933e-01   1.47972183e-01
    1.15592849e-01   3.99085776e-01]
 [  2.33595958e-01   2.28409269e-01   2.31175922e-01   9.83107679e-02
   -2.58272381e-01   9.80472952e-02  -1.29435913e-01   1.61949307e-01
    2.02510311e-01   3.29717747e-02]
 [ -8.69037093e-02   1.80454018e-01   2.34882666e-01  -5.60536664e-03
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   -5.05009778e-02   3.04777941e-02]
 [ -1.01354225e-01  -1.80883408e-02   2.29248853e-02   8.47917562e-02
   -2.67150573e-02   1.19545063e-01   2.70521512e-01   2.03041264e-02
   -2.81354940e-01  -1.00706267e-01]
 [ -2.01917840e-01   2.91607396e-02  -8.46471279e-02  -3.19780927e-01
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   -1.89240005e-01   5.75063697e-02]
 [  5.10862540e-02  -2.53516905e-01  -1.07167492e-01  -1.03430426e-01
    1.86865426e-01   5.81731207e-03   4.96242792e-02   1.54482585e-01
   -1.19675710e-01  -1.57465510e-01]
 [  1.59920726e-01  -1.07857943e-01  -1.32930816e-01   1.06886907e-02
    1.11699564e-01  -6.67917034e-02  -6.19163209e-02  -1.47663183e-01
    1.42188789e-01  -8.42808038e-02]
 [ -1.23858510e-01   1.66093863e-01   2.54608806e-01  -3.35952437e-02
    1.84211732e-01   9.36979151e-02  -1.99782877e-02  -2.98433184e-01
   -1.31632617e-01  -6.51192897e-02]
 [ -3.52471591e-01   1.17131962e-01   9.65702319e-03  -2.98205403e-02
    1.17015564e-01  -1.67873501e-01  -6.13243474e-02   2.35520755e-01
   -9.70714983e-02   8.39320974e-02]
 [  1.46555822e-01   1.23666611e-01  -2.41575305e-01  -9.98957903e-02
    1.08640895e-01  -2.88380084e-01   9.96985489e-05  -1.67833139e-01
   -9.89140702e-03  -1.91475693e-01]
 [  2.05388303e-01  -1.42970303e-01   5.77778676e-02  -3.14501211e-02
    5.44933339e-02  -2.63862961e-02  -1.55139211e-02  -1.36559286e-01
    1.03169476e-01  -1.85161375e-01]
 [ -1.03421480e-01  -1.04827638e-02   1.20588151e-01   1.11043245e-01
   -2.98390080e-03  -1.11209918e-01   2.25424515e-01  -7.66919305e-02
    1.85769167e-01  -2.07780210e-04]
 [  2.99698734e-02  -8.58110645e-02   2.20040441e-01  -2.07575593e-01
    4.15852447e-02   1.02328465e-01  -3.28952637e-02  -1.12186522e-01
    4.37445040e-02   2.71370602e-01]]
[[  4.21540592e-01]
 [  1.13141448e+00]
 [  2.11895887e-01]
 [  6.11171367e-01]
 [ -1.97644739e+00]
 [ -2.32242520e-01]
 [ -1.26082841e+00]
 [  1.53885506e-03]
 [  4.67577658e-01]
 [  6.72573337e-01]]
Progress: 11.7% ... Training loss: 0.386 ... Validation loss: 0.629[[  1.57874567e-01   2.78462919e-01  -1.15912513e-01   1.04889908e-01
   -5.89306774e-01  -6.67484292e-02  -1.10764980e-01   1.25556989e-01
   -8.99039111e-02   2.09729585e-01]
 [  1.82096479e-02   1.80357663e-01  -1.85196133e-02   4.29554690e-02
    8.58408095e-02  -7.02688879e-03   2.88856132e-01   4.13796995e-02
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[[ 0.40631308]
 [ 1.11668076]
 [ 0.19955192]
 [ 0.59671906]
 [-1.99635768]
 [-0.24637113]
 [-1.27604496]
 [-0.01126988]
 [ 0.4528662 ]
 [ 0.65626219]]
Progress: 11.8% ... Training loss: 0.382 ... Validation loss: 0.634[[  1.59446587e-01   2.82982896e-01  -1.15054597e-01   1.07461830e-01
   -5.96884995e-01  -6.77994003e-02  -1.15772155e-01   1.25507515e-01
   -8.79512813e-02   2.12331107e-01]
 [  1.84625729e-02   1.81036989e-01  -1.83967495e-02   4.33427750e-02
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 [  2.10682524e-01   4.35056916e-01   3.93372453e-02   1.50541881e-01
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   -3.07966754e-03   4.19490669e-02]
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[[ 0.41870337]
 [ 1.12691748]
 [ 0.21038006]
 [ 0.6059775 ]
 [-1.99307209]
 [-0.23686711]
 [-1.26874407]
 [-0.00344718]
 [ 0.46328572]
 [ 0.66572878]]
Progress: 11.8% ... Training loss: 0.382 ... Validation loss: 0.628[[  1.60183150e-01   2.83977625e-01  -1.14732653e-01   1.08422782e-01
   -5.97909712e-01  -6.81930569e-02  -1.16512057e-01   1.25501641e-01
   -8.71173079e-02   2.13201926e-01]
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   -4.36654561e-02   1.49009048e-01]
 [  2.17431933e-01   4.72189001e-02   2.75682488e-02   7.71420532e-02
    7.19354457e-02  -1.93891055e-02  -1.42209767e-01   1.48081557e-01
   -5.74012640e-02  -2.15183981e-02]
 [  1.30506001e-03  -1.24773750e-01  -2.56305881e-03  -1.83638797e-02
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 [ -5.00220944e-02   3.84622537e-01   7.49492382e-02   2.82979987e-01
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   -5.24887197e-01  -4.53463998e-02  -2.93955605e-01   1.47967741e-01
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 [  2.34503224e-01   2.30606547e-01   2.31614832e-01   9.96897159e-02
   -2.62726742e-01   9.74842176e-02  -1.31996116e-01   1.61934303e-01
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 [  4.95496232e-02  -2.57980980e-01  -1.07982777e-01  -1.05742981e-01
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 [  1.56282550e-01  -1.17930685e-01  -1.34705484e-01   5.29552512e-03
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 [ -1.22748501e-01   1.68868605e-01   2.55192390e-01  -3.18735225e-02
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   -1.30310793e-01  -6.34799670e-02]
 [ -3.51997925e-01   1.18168335e-01   9.88178004e-03  -2.90794490e-02
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   -9.64342318e-02   8.46918566e-02]
 [  1.46429109e-01   1.23469636e-01  -2.41602296e-01  -1.00158545e-01
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   -1.00965568e-02  -1.91711917e-01]
 [  2.07216008e-01  -1.38015615e-01   5.88048511e-02  -2.83776828e-02
    4.60814747e-02  -2.76725726e-02  -2.05054983e-02  -1.36618467e-01
    1.05485713e-01  -1.82055085e-01]
 [ -1.04925487e-01  -1.44709647e-02   1.19835702e-01   1.08867821e-01
    3.88826459e-03  -1.10372081e-01   2.30167040e-01  -7.66715737e-02
    1.84190801e-01  -2.53225341e-03]
 [  2.98507075e-02  -8.70903014e-02   2.19987659e-01  -2.07616929e-01
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[[ 0.41739564]
 [ 1.13021367]
 [ 0.21050989]
 [ 0.60728895]
 [-2.00187642]
 [-0.23631416]
 [-1.27353536]
 [-0.00234094]
 [ 0.46349985]
 [ 0.66706591]]
Progress: 11.8% ... Training loss: 0.380 ... Validation loss: 0.627[[ 0.15961357  0.28190121 -0.11503332  0.10737359 -0.59457695 -0.06787235
  -0.11437969  0.12550523 -0.08770934  0.21182051]
 [ 0.0178135   0.17932512 -0.01872427  0.04241971  0.08768602 -0.00681309
   0.29016608  0.04137731  0.14086776 -0.02496406]
 [ 0.20971164  0.43244881  0.03878176  0.14836452 -0.01864618 -0.07355003
  -0.55329138 -0.03218032  0.12447838  0.39147901]
 [-0.04124629 -0.35173664 -0.2505754  -0.01473344  0.10235563  0.17733595
   0.19013513  0.05561353 -0.00107448  0.04481889]
 [-0.00357602  0.20853671 -0.14845879  0.0424583   0.12092338 -0.17905683
   0.003888   -0.12012496 -0.1964024   0.04159873]
 [-0.34618312 -0.27284281 -0.28597411  0.14380681  0.13856563  0.05135881
  -0.0177101  -0.03475567 -0.00849156  0.0353627 ]
 [-0.005994   -0.13562391  0.00867656  0.09606555 -0.06798749 -0.07065502
   0.16802881 -0.18848332  0.17970221  0.03983306]
 [ 0.11316194 -0.19597664  0.03115739 -0.06997453  0.17564548 -0.04185051
   0.03068525  0.1236293   0.06461188 -0.01327196]
 [-0.14987126 -0.00721743 -0.2974142   0.00768314 -0.12232572  0.06020688
  -0.29124569 -0.02642899  0.2811653  -0.08865006]
 [ 0.05372279 -0.20550035  0.08343925  0.01381213  0.17756817 -0.09804063
   0.01882501 -0.09686392 -0.01752763  0.13772811]
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   0.07045057 -0.10136025 -0.02535052 -0.12550924]
 [-0.07109611  0.07157015 -0.05300088  0.04018413  0.19522169  0.08299855
  -0.10841411 -0.01395177 -0.12858263 -0.14936387]
 [-0.15552074  0.0074553   0.06268191  0.02389206 -0.17760953 -0.2205367
  -0.18218193 -0.19691482  0.08886922  0.17655508]
 [-0.20499273 -0.1054574   0.1242492   0.28187965 -0.16740343 -0.08745814
  -0.15835816 -0.25467082 -0.19822256  0.0229257 ]
 [ 0.11463196 -0.04006506 -0.01932988  0.11088268 -0.00536906 -0.08023976
   0.10273702  0.00444778  0.02603367  0.01883566]
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   0.02789264 -0.25021401  0.05547044 -0.21536408]
 [-0.06559546 -0.01604704  0.27868385  0.10657828  0.09081897 -0.06489657
  -0.15029821  0.12131531  0.07447164  0.0423968 ]
 [ 0.04143143 -0.02496842  0.08222651  0.07555637  0.12374645 -0.01430374
   0.27858419  0.12032858 -0.0488447  -0.07706438]
 [-0.00541268 -0.17731309 -0.29621207 -0.06544372  0.2951014  -0.08405075
   0.20336752  0.16441982  0.09315045 -0.04619775]
 [ 0.05202308  0.02225254 -0.11944298  0.04134085 -0.08500566  0.32651568
   0.24154679  0.20591802 -0.16802617 -0.05335483]
 [ 0.02626735  0.03574924  0.13150995  0.13623162 -0.10791497  0.09624188
  -0.24229627 -0.0395222   0.22985209  0.1166051 ]
 [ 0.10175203  0.06721343 -0.05249434 -0.11348668 -0.08615387 -0.32650091
   0.11680125  0.0085289   0.1344276   0.08078559]
 [-0.09851653  0.02111122 -0.01555109  0.02200556  0.01231827 -0.20217095
  -0.09123419 -0.019471    0.01372596  0.12877854]
 [-0.12847806 -0.01142296 -0.19004609  0.0177893  -0.31605827 -0.01204712
  -0.06453789 -0.0224091   0.02019758  0.08740041]
 [ 0.00762368  0.04509225 -0.05620879 -0.07449081  0.36069137  0.25703463
   0.41735784  0.11482222 -0.14060412 -0.3132509 ]
 [ 0.0271775  -0.22536775 -0.00835678 -0.01162116  0.46844794  0.07913946
   0.3595505   0.09352072  0.07529894 -0.31089802]
 [ 0.04579739 -0.29804342 -0.0261028  -0.05894844  0.52366327  0.00636743
   0.34825853  0.05020317 -0.32414605 -0.16264191]
 [-0.11469644 -0.41997861  0.01646118 -0.12826119  0.5356748  -0.11634241
   0.43904955 -0.07983582 -0.01044579  0.15337422]
 [-0.24359409 -0.24446612  0.07581955  0.01027777  0.74691193  0.12208633
   0.26194511  0.04993284 -0.04426536 -0.07476084]
 [-0.13035127 -0.08933701  0.28360877 -0.14554934  0.35943596 -0.07813229
   0.46512973  0.01698374 -0.18021652  0.06984239]
 [-0.08408648 -0.09201508 -0.15963316 -0.03989188  0.29773604 -0.2507694
   0.04168025  0.17193289  0.03689419 -0.05567624]
 [ 0.10966633  0.22036399  0.16252137 -0.09573308 -0.05953668  0.05253344
  -0.12779711  0.28473272  0.0700165   0.16605463]
 [ 0.31662292  0.22539365 -0.09911755  0.27294125 -0.80669456 -0.27201797
  -0.375731    0.17732779  0.34570436 -0.0917714 ]
 [ 0.05540571  0.16664664  0.25625952  0.26312223 -0.09378686 -0.19877918
  -0.19732598 -0.13190855 -0.1303811  -0.27333579]
 [ 0.03834943 -0.01044511 -0.11065354 -0.03247162  0.1890365   0.03492361
  -0.04832392 -0.18322177  0.05149306  0.23047456]
 [-0.01027362 -0.08035065 -0.07122281 -0.06629826  0.03679649 -0.16887025
   0.11813318  0.00966398  0.02599311 -0.00619759]
 [ 0.01102728  0.01589063  0.23695957  0.04850169 -0.14569183 -0.12374785
   0.16974277  0.0394733  -0.20594571  0.08638484]
 [ 0.04402417 -0.04343101  0.09551563 -0.03207688 -0.11321879  0.08466047
   0.14658494 -0.27176453 -0.04744943 -0.12700802]
 [-0.03213287  0.0272969   0.07521728 -0.05971659  0.06165037  0.19264331
   0.15943342  0.11752295 -0.04383273  0.14878958]
 [ 0.21774066  0.0479114   0.02770138  0.07755115  0.0706644  -0.01953731
  -0.14296405  0.14807999 -0.05712564 -0.02106958]
 [ 0.00180809 -0.12340234 -0.00231722 -0.01761378 -0.22640445 -0.10210563
  -0.09641181  0.03955617  0.0761958   0.13952701]
 [-0.0498955   0.38492213  0.07501199  0.2831485  -0.71335952 -0.2637586
  -0.45902866 -0.07674446  0.18009451  0.21084629]
 [ 0.10922843  0.39352223  0.02632153  0.31452775 -0.52626612 -0.04554631
  -0.29461169  0.14796582  0.11653128  0.39994343]
 [ 0.23458027  0.23080323  0.23166071  0.09982211 -0.26319871  0.09743183
  -0.13226332  0.16193378  0.20364419  0.03460007]
 [-0.08601703  0.1825871   0.23534364 -0.00426821  0.02640209  0.13844096
  -0.05895821 -0.01551106 -0.04946753  0.03179937]
 [-0.1010216  -0.01714622  0.02311472  0.08532979 -0.02839596  0.11935184
   0.26954484  0.02030281 -0.2809537  -0.10023003]
 [-0.20313416  0.02585836 -0.08521192 -0.32150378  0.1074239   0.11203957
   0.05351478  0.10431738 -0.1905162   0.05572707]
 [ 0.04899341 -0.25953474 -0.10824931 -0.10657974  0.19705823  0.00700719
   0.05622199  0.15449087 -0.12208657 -0.16093844]
 [ 0.15615756 -0.11839027 -0.13477508  0.00510731  0.12872392 -0.06460007
  -0.05014385 -0.14763721  0.13802061 -0.09048862]
 [-0.12256801  0.16892781  0.25532874 -0.03160117  0.17841632  0.09282419
  -0.02330192 -0.29846135 -0.13003923 -0.06330593]
 [-0.35192919  0.11819909  0.00992659 -0.02897771  0.11588952 -0.16831007
  -0.06223156  0.23551115 -0.09629905  0.08468399]
 [ 0.14572101  0.12148621 -0.24192383 -0.10121325  0.11274074 -0.28784426
   0.00258325 -0.16783612 -0.01090102 -0.19283764]
 [ 0.20615685 -0.14089025  0.05824281 -0.03005922  0.05150574 -0.02704686
  -0.01730042 -0.13661211  0.10428449 -0.18376957]
 [-0.1056623  -0.01645961  0.11947658  0.10781987  0.00730359 -0.1099586
   0.23244707 -0.07666751  0.183473   -0.00359355]
 [ 0.02982225 -0.0870852   0.21997111 -0.20766681  0.04185272  0.10238863
  -0.03146089 -0.11218737  0.04366432  0.27094843]]
[[ 0.40585374]
 [ 1.12129711]
 [ 0.19881497]
 [ 0.59589214]
 [-2.01747026]
 [-0.24603377]
 [-1.28758519]
 [-0.01202967]
 [ 0.45058432]
 [ 0.65621249]]
Progress: 11.9% ... Training loss: 0.382 ... Validation loss: 0.633[[  1.61255322e-01   2.84836597e-01  -1.14128154e-01   1.09731451e-01
   -6.00630533e-01  -6.88788050e-02  -1.17544720e-01   1.25452787e-01
   -8.57825224e-02   2.14034683e-01]
 [  1.78134997e-02   1.79325120e-01  -1.87242709e-02   4.24197056e-02
    8.76860188e-02  -6.81308876e-03   2.90166081e-01   4.13773136e-02
    1.40867755e-01  -2.49640592e-02]
 [  2.10455514e-01   4.33732586e-01   3.92663717e-02   1.49382251e-01
   -2.14446845e-02  -7.40399027e-02  -5.54581557e-01  -3.22072101e-02
    1.25406654e-01   3.92478821e-01]
 [ -4.52490600e-02  -3.60820629e-01  -2.52587949e-01  -2.03858574e-02
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   -5.46129929e-03   3.90034743e-02]
 [ -1.05545042e-03   2.13985024e-01  -1.47238935e-01   4.60087628e-02
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   -1.93686546e-01   4.49948183e-02]
 [ -3.45822392e-01  -2.72363657e-01  -2.85804105e-01   1.44349516e-01
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   -8.09873833e-03   3.57745263e-02]
 [ -5.50835148e-03  -1.34783352e-01   8.95831735e-03   9.67714246e-02
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 [ -1.48392976e-01  -4.43475284e-03  -2.96687078e-01   9.70509403e-03
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 [  5.68282845e-02  -1.98743703e-01   8.50516760e-02   1.83860996e-02
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   -2.62475162e-02  -1.26906943e-01]
 [ -7.11543305e-02   7.12004504e-02  -5.30227864e-02   4.00850170e-02
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   -1.28649418e-01  -1.49556068e-01]
 [ -1.55520737e-01   7.45530492e-03   6.26819126e-02   2.38920587e-02
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 [ -2.04888033e-01  -1.05384213e-01   1.24305487e-01   2.82047432e-01
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 [  1.15036819e-01  -3.92125118e-02  -1.91301011e-02   1.11498154e-01
   -7.09293756e-03  -8.04817171e-02   1.01702730e-01   4.43519206e-03
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 [  3.04416781e-02  -4.24189019e-02  -2.13996378e-01   1.37125454e-01
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 [ -6.62808331e-02  -1.79074226e-02   2.78342999e-01   1.05553387e-01
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 [  4.13718266e-02  -2.52380910e-02   8.22157638e-02   7.55023979e-02
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 [ -5.48442996e-03  -1.77514672e-01  -2.96230273e-01  -6.55468769e-02
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 [  3.09251113e-02  -8.44329989e-02   2.20508994e-01  -2.06065495e-01
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[[ 0.42062552]
 [ 1.141596  ]
 [ 0.21185106]
 [ 0.61281625]
 [-2.01469249]
 [-0.23805388]
 [-1.28441406]
 [-0.00245413]
 [ 0.46534012]
 [ 0.6734816 ]]
Progress: 11.9% ... Training loss: 0.378 ... Validation loss: 0.620[[ 0.16071048  0.28346386 -0.11433827  0.1089135  -0.59708474 -0.06857575
  -0.1161284   0.12545559 -0.08634379  0.2132765 ]
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 [ 0.20903418  0.43085632  0.03864828  0.14725459 -0.01485637 -0.07326822
  -0.55146024 -0.03219902  0.12379577  0.39060645]
 [-0.04122641 -0.35153159 -0.25063416 -0.01456639  0.10096861  0.17761399
   0.18989593  0.05570972 -0.00100044  0.04485712]
 [-0.00130607  0.21381942 -0.147429    0.0455457   0.11074813 -0.18043177
  -0.00092629 -0.12019379 -0.19395083  0.0447774 ]
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   0.01757781 -0.09694918 -0.01629968  0.13888816]
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 [ 0.11491572 -0.03942622 -0.01918014  0.11134863 -0.00640044 -0.0804643
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  -0.1484717   0.12133521  0.07384809  0.0416038 ]
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   0.27890357  0.12032898 -0.04894924 -0.07729382]
 [-0.00524637 -0.17676855 -0.29607847 -0.06510635  0.29366681 -0.0842267
   0.20263484  0.16441957  0.09337691 -0.04582858]
 [ 0.05179736  0.02173956 -0.11952119  0.04109261 -0.08438592  0.32658309
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 [ 0.02664498  0.03574426  0.13169949  0.13662483 -0.10831582  0.09603275
  -0.24148766 -0.03955526  0.23025211  0.11671444]
 [ 0.10192516  0.06775863 -0.05241422 -0.11322438 -0.08701776 -0.32655901
   0.11645457  0.00852674  0.13464358  0.08105755]
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 [-0.12831045 -0.01106844 -0.18995369  0.01803935 -0.31685138 -0.0121423
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 [ 0.00733153  0.04398895 -0.05637021 -0.07492271  0.36228353  0.25720767
   0.41863955  0.11482691 -0.1409313  -0.31380956]
 [ 0.02677183 -0.22684946 -0.00856839 -0.01221617  0.47060522  0.07935865
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 [ 0.04501783 -0.30037367 -0.02649343 -0.06014824  0.5275114   0.00683715
   0.35089412  0.050226   -0.32503993 -0.16394899]
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   0.44136842 -0.07981472 -0.01127256  0.15221136]
 [-0.24425428 -0.24624662  0.07548901  0.00930453  0.74975648  0.12247713
   0.26404415  0.04994471 -0.04501562 -0.07580418]
 [-0.13119647 -0.09142595  0.28318738 -0.14681365  0.36347946 -0.07765289
   0.46754413  0.01699247 -0.18115663  0.06861161]
 [-0.08423158 -0.09236539 -0.15970489 -0.04008941  0.29839485 -0.25069649
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 [ 0.10957077  0.22014285  0.16246459 -0.09585415 -0.05911345  0.05258884
  -0.12750513  0.28473721  0.06994376  0.16592493]
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 [ 0.01091844  0.0155197   0.23692558  0.04836577 -0.14524385 -0.12370506
   0.17006309  0.03947118 -0.2060515   0.08623638]
 [ 0.04386363 -0.04383356  0.09544569 -0.03230876 -0.11245858  0.08475296
   0.14707013 -0.27176343 -0.04762088 -0.12726746]
 [-0.03183325  0.02836957  0.07538633 -0.05921343  0.06001939  0.19244398
   0.1585275   0.11751287 -0.0434753   0.14924773]
 [ 0.21785201  0.04827359  0.02775421  0.0776477   0.07027353 -0.01961151
  -0.14382766  0.14806802 -0.05704813 -0.02083137]
 [ 0.00263091 -0.12122566 -0.00191233 -0.01642269 -0.22997391 -0.10256903
  -0.0983495   0.03954434  0.0770586   0.14065645]
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  -0.46334152 -0.07678042  0.18208922  0.21345369]
 [ 0.11037398  0.39574133  0.02691515  0.31612468 -0.53104417 -0.04621926
  -0.29735919  0.1479301   0.11784229  0.40152671]
 [ 0.23595525  0.23471992  0.23242239  0.10211652 -0.27073008  0.09650273
  -0.13664879  0.16190287  0.20535317  0.0369372 ]
 [-0.08576488  0.18328385  0.2354901  -0.00387808  0.02512849  0.13828083
  -0.05979257 -0.01551474 -0.0491637   0.03221981]
 [-0.10048621 -0.0157139   0.02338778  0.086145   -0.03096816  0.11902974
   0.267984    0.02029715 -0.28035592 -0.0993599 ]
 [-0.20348562  0.02485779 -0.0853788  -0.32202146  0.10915951  0.1122529
   0.05464658  0.10432419 -0.19091195  0.05514812]
 [ 0.04811315 -0.26192449 -0.10868309 -0.10790642  0.20124737  0.00751556
   0.05880447  0.15449903 -0.12303562 -0.16230814]
 [ 0.15658237 -0.11710461 -0.13450015  0.00587921  0.12624003 -0.06489334
  -0.05144303 -0.14765323  0.13864197 -0.0898324 ]
 [-0.12174697  0.171454    0.25577287 -0.03032331  0.17405154  0.09230751
  -0.02561158 -0.29847166 -0.12912073 -0.06197994]
 [-0.35199687  0.11671704  0.00989868 -0.02931804  0.11762362 -0.16817248
  -0.06048331  0.23550132 -0.0964404   0.08419516]
 [ 0.14590123  0.12120441 -0.24179151 -0.10093512  0.11256108 -0.28797486
   0.00242259 -0.16784493 -0.01062994 -0.19270156]
 [ 0.206107   -0.14127774  0.058223   -0.03010098  0.05235448 -0.02703949
  -0.01696772 -0.13660678  0.10427052 -0.18388439]
 [-0.10561503 -0.01659479  0.11951257  0.10788721  0.00733546 -0.11002594
   0.23232948 -0.0766697   0.1835496  -0.00349949]
 [ 0.03018413 -0.08620259  0.22013441 -0.20716053  0.0406315   0.10210569
  -0.03231618 -0.11221376  0.04405466  0.27148278]]
[[ 0.41792611]
 [ 1.1383559 ]
 [ 0.20701914]
 [ 0.61139566]
 [-2.02072202]
 [-0.23843267]
 [-1.28483855]
 [-0.00436591]
 [ 0.46414695]
 [ 0.66870372]]
Progress: 12.0% ... Training loss: 0.376 ... Validation loss: 0.623[[  1.60708120e-01   2.83626300e-01  -1.14288597e-01   1.08997590e-01
   -5.95722161e-01  -6.86226630e-02  -1.15390453e-01   1.25452962e-01
   -8.61883575e-02   2.13259635e-01]
 [  1.78175791e-02   1.79353235e-01  -1.87214395e-02   4.24357865e-02
    8.76819106e-02  -6.82767514e-03   2.90208971e-01   4.13772638e-02
    1.40863247e-01  -2.49581860e-02]
 [  2.11079815e-01   4.36802498e-01   3.97677187e-02   1.50481933e-01
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[[ 0.43190915]
 [ 1.15131038]
 [ 0.21840322]
 [ 0.62433173]
 [-2.01888414]
 [-0.23151437]
 [-1.2835797 ]
 [ 0.00352597]
 [ 0.47804116]
 [ 0.68112671]]
Progress: 12.1% ... Training loss: 0.379 ... Validation loss: 0.617[[ 0.15995019  0.28144696 -0.11461887  0.10786606 -0.59092204 -0.06809925
  -0.11286717  0.12544682 -0.08697727  0.21198373]
 [ 0.01748081  0.17847848 -0.01889449  0.04195201  0.0892998  -0.00665732
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 [ 0.21129705  0.43703041  0.03982367  0.15061458 -0.02619832 -0.07453979
  -0.55695513 -0.03222243  0.12635913  0.39416507]
 [-0.04090201 -0.34984518 -0.25051456 -0.0141565   0.09865263  0.17730393
   0.18856384  0.05570464 -0.00085825  0.04533945]
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   0.01785629 -0.09698946 -0.01593408  0.13900715]
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   0.27749014  0.12032704 -0.048391   -0.07640444]
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 [ 0.05155021  0.021152   -0.11963545  0.04080963 -0.08356842  0.32663501
   0.24284598  0.205905   -0.16843198 -0.0539199 ]
 [ 0.02699647  0.03722024  0.13196142  0.13736175 -0.10993888  0.09575766
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 [-0.12864282 -0.01200167 -0.19013449  0.01753428 -0.31514237 -0.01195904
  -0.06389252 -0.0224103   0.01998512  0.0870978 ]
 [ 0.00585604  0.03988077 -0.05710484 -0.07709623  0.36924917  0.25802481
   0.42318838  0.1148313  -0.14257463 -0.31618308]
 [ 0.02649266 -0.22769136 -0.00871027 -0.0126509   0.47201214  0.07952496
   0.36196051  0.09352742  0.07454465 -0.31215065]
 [ 0.04448407 -0.30184609 -0.02677687 -0.06094789  0.53006469  0.00714446
   0.35257577  0.0502288  -0.32563446 -0.16483974]
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   0.26506619  0.04994013 -0.04538314 -0.07637249]
 [-0.13236731 -0.09454002  0.28257837 -0.14857695  0.36912229 -0.07701341
   0.4709854   0.01698863 -0.1824833   0.06678942]
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 [ 0.10977404  0.22049539  0.16255154 -0.09554906 -0.06024227  0.05246198
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 [ 0.32008029  0.23474628 -0.09727429  0.27822882 -0.82090175 -0.27394051
  -0.38618094  0.17731461  0.34961744 -0.08609578]
 [ 0.05568733  0.16732008  0.25639227  0.2635269  -0.0950656  -0.19894025
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 [ 0.01098047  0.01612055  0.23695639  0.04855471 -0.14566659 -0.12379029
   0.16973404  0.03947266 -0.20596216  0.08633561]
 [ 0.04402633 -0.04334794  0.09554428 -0.03197861 -0.11346341  0.08462235
   0.14652485 -0.27176857 -0.0473718  -0.12701561]
 [-0.03185952  0.02855687  0.07537765 -0.05923669  0.06011976  0.19244654
   0.15840495  0.11750994 -0.04349346  0.14929453]
 [ 0.21779179  0.04813143  0.02771968  0.07757696  0.07050864 -0.01959258
  -0.143705    0.14806819 -0.05710002 -0.02086578]
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  -0.09925522  0.03953843  0.07744087  0.1411338 ]
 [-0.04647973  0.39194099  0.07671359  0.2879035  -0.72700744 -0.26555362
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 [ 0.11082114  0.39655889  0.02714735  0.31673063 -0.53314551 -0.04640225
  -0.29852193  0.14793036  0.11837089  0.40212758]
 [ 0.23687814  0.23722941  0.23290911  0.1035613  -0.27520432  0.09596596
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   0.26831673  0.02029446 -0.28047744 -0.09952526]
 [-0.20388233  0.02373934 -0.0855602  -0.32254199  0.11080591  0.1124484
   0.05582542  0.10432203 -0.19132275  0.05456187]
 [ 0.04768834 -0.26295059 -0.10889784 -0.10853135  0.20326068  0.00774832
   0.06006802  0.15449643 -0.12350492 -0.16296732]
 [ 0.15541677 -0.11974405 -0.13509574  0.00426636  0.13133421 -0.06435838
  -0.04832263 -0.14767901  0.13744211 -0.09162123]
 [-0.12232458  0.16971006  0.25549136 -0.03117337  0.1768807   0.09260474
  -0.02369975 -0.29847901 -0.12975304 -0.06290322]
 [-0.35257236  0.11484406  0.00956737 -0.03031486  0.12127429 -0.16778339
  -0.05826998  0.23549686 -0.0972132   0.08318867]
 [ 0.14714043  0.12442318 -0.24110282 -0.09895218  0.10739941 -0.28862439
  -0.00113672 -0.16784334 -0.00913172 -0.19050556]
 [ 0.20692393 -0.13972222  0.0586803  -0.02900926  0.04911044 -0.02746775
  -0.01852468 -0.13661916  0.10521602 -0.18278882]
 [-0.10636826 -0.01858667  0.11915688  0.10686333  0.01119116 -0.10964247
   0.23459371 -0.0766676   0.18281514 -0.00458869]
 [ 0.02972331 -0.08732328  0.21993756 -0.20764725  0.04206859  0.1023
  -0.0308042  -0.1122118   0.04363843  0.27059149]]
[[ 0.42153559]
 [ 1.14054059]
 [ 0.20441621]
 [ 0.61110193]
 [-2.03871072]
 [-0.24674341]
 [-1.3012843 ]
 [-0.00771776]
 [ 0.46460622]
 [ 0.66727314]]
Progress: 12.1% ... Training loss: 0.375 ... Validation loss: 0.618[[  1.59667733e-01   2.80925221e-01  -1.14678654e-01   1.07708885e-01
   -5.89328573e-01  -6.80300301e-02  -1.11876920e-01   1.25447927e-01
   -8.71717978e-02   2.11574412e-01]
 [  1.73553916e-02   1.78147328e-01  -1.89528805e-02   4.17667865e-02
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    1.40369761e-01  -2.57024475e-02]
 [  2.11059884e-01   4.36406844e-01   3.97292875e-02   1.50272324e-01
   -2.45111997e-02  -7.43593546e-02  -5.55234981e-01  -3.22197915e-02
    1.26093002e-01   3.93488469e-01]
 [ -4.16989338e-02  -3.51884945e-01  -2.50841578e-01  -1.52199826e-02
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   -1.77694016e-03   4.43860110e-02]
 [ -4.78025595e-03   2.03792760e-01  -1.49206102e-01   3.99449534e-02
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   -1.97720424e-01   3.88810876e-02]
 [ -3.46872775e-01  -2.75363251e-01  -2.86225430e-01   1.43123159e-01
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   -9.01164716e-03   3.42003497e-02]
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   -1.29487613e-01  -1.50818472e-01]
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   -1.77609532e-01  -2.20536702e-01  -1.82181929e-01  -1.96914816e-01
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 [  3.01869043e-02  -4.31601651e-02  -2.14089371e-01   1.36853358e-01
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 [ -6.70301169e-02  -2.03619713e-02   2.78006812e-01   1.04362439e-01
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 [  4.17754325e-02  -2.42251512e-02   8.24861082e-02   7.62414496e-02
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   -4.83652569e-02  -7.63909707e-02]
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 [  5.15309712e-02   2.11204871e-02  -1.19626555e-01   4.08168655e-02
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   -1.42984609e-01  -3.16766488e-01]
 [  2.60288466e-02  -2.28989261e-01  -8.94649096e-03  -1.33559577e-02
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 [  4.44107384e-02  -3.02067822e-01  -2.68130305e-02  -6.10554042e-02
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   -3.25715595e-01  -1.64957351e-01]
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   -4.55919933e-02  -7.66818089e-02]
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 [  5.61560811e-02   1.68575944e-01   2.56641950e-01   2.64288526e-01
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   -2.05965820e-01   8.63492611e-02]
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   -4.75992632e-02  -1.27404582e-01]
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   -4.37753770e-02   1.48929043e-01]
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   -5.71711143e-02  -2.09638691e-02]
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   -1.29979460e-01  -6.32101363e-02]
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   -9.69205049e-02   8.35251940e-02]
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   -9.51643075e-03  -1.91099269e-01]
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    1.82742049e-01  -4.56569805e-03]
 [  3.01645961e-02  -8.61727730e-02   2.20171911e-01  -2.06870962e-01
    3.97688486e-02   1.01991296e-01  -3.22105114e-02  -1.12221534e-01
    4.42203000e-02   2.71296105e-01]]
[[ 0.42296021]
 [ 1.14095414]
 [ 0.20799233]
 [ 0.61166049]
 [-2.04238597]
 [-0.24576559]
 [-1.30365747]
 [-0.00520054]
 [ 0.46722755]
 [ 0.66847324]]
Progress: 12.2% ... Training loss: 0.374 ... Validation loss: 0.616[[  1.61318875e-01   2.85188998e-01  -1.13734886e-01   1.10233751e-01
   -5.96690645e-01  -6.90727792e-02  -1.16530298e-01   1.25424579e-01
   -8.51809668e-02   2.14206519e-01]
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    1.40521336e-01  -2.54374201e-02]
 [  2.11501981e-01   4.37996688e-01   4.01354134e-02   1.50963510e-01
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   -4.37953122e-02   1.48886642e-01]
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   -9.73329815e-02   8.28919982e-02]
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    1.83160492e-01  -4.12785687e-03]
 [  2.90992010e-02  -8.92585553e-02   2.19644690e-01  -2.08458781e-01
    4.40977613e-02   1.02617949e-01  -2.87771219e-02  -1.12208392e-01
    4.30796627e-02   2.69636105e-01]]
[[  4.32353393e-01]
 [  1.14969025e+00]
 [  2.11809952e-01]
 [  6.20896362e-01]
 [ -2.04378388e+00]
 [ -2.40644103e-01]
 [ -1.30219347e+00]
 [  5.94340329e-04]
 [  4.75480664e-01]
 [  6.75229871e-01]]
Progress: 12.2% ... Training loss: 0.373 ... Validation loss: 0.612[[  1.60473963e-01   2.82869519e-01  -1.14124368e-01   1.09019765e-01
   -5.91115973e-01  -6.86104668e-02  -1.13749127e-01   1.25423586e-01
   -8.60965961e-02   2.12817339e-01]
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    1.40752252e-01  -2.51184287e-02]
 [  2.10191723e-01   4.34306943e-01   3.94381727e-02   1.48841717e-01
   -2.05435464e-02  -7.39444755e-02  -5.52529108e-01  -3.22292301e-02
    1.25187985e-01   3.91754979e-01]
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 [ -5.98662912e-04   2.13877645e-01  -1.47210623e-01   4.60778524e-02
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   -8.42677471e-03   3.48831912e-02]
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   -1.28753377e-01  -1.49744171e-01]
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   -1.04058242e-01  -1.25836918e-02]
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   -4.93193128e-02  -7.78236345e-02]
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[[ 0.42982727]
 [ 1.14997138]
 [ 0.20973768]
 [ 0.62130478]
 [-2.04912347]
 [-0.24323153]
 [-1.30566402]
 [-0.00343523]
 [ 0.47445921]
 [ 0.67380835]]
Progress: 12.2% ... Training loss: 0.372 ... Validation loss: 0.612[[ 0.16324847  0.28898358 -0.11273441  0.11281307 -0.60023413 -0.07015078
  -0.12155001  0.1254008  -0.08288683  0.21677497]
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 [ 0.21090118  0.43649221  0.03973622  0.14950833 -0.0231202  -0.07420628
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 [-0.03858929 -0.342485   -0.24920717 -0.01007513  0.08591747  0.17573396
   0.18013338  0.05569115  0.00143794  0.05086492]
 [-0.00430158  0.20545445 -0.14896541  0.04051482  0.12166194 -0.1782264
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   0.1630317  -0.18853778  0.18191173  0.04251148]
 [ 0.11617164 -0.18802588  0.03311794 -0.06484919  0.1603323  -0.04398511
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  -0.28864237 -0.02649106  0.28111091 -0.08918426]
 [ 0.05948711 -0.19370619  0.08673963  0.02248687  0.15568431 -0.10179584
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 [ 0.04226027 -0.02343183  0.08273139  0.07693407  0.12045467 -0.01476369
   0.2760379   0.12031865 -0.04772617 -0.07588264]
 [-0.00489597 -0.17680826 -0.29594045 -0.06480561  0.29242068 -0.08430195
   0.2026235   0.16442079  0.09367119 -0.04567419]
 [ 0.05239918  0.02329381 -0.11905458  0.04228039 -0.08687889  0.32598977
   0.24032572  0.20589109 -0.1671981  -0.0523635 ]
 [ 0.0284848   0.04141232  0.13276521  0.13953444 -0.11641286  0.09481768
  -0.24541236 -0.03958064  0.23243903  0.11942237]
 [ 0.10215077  0.06811024 -0.05229601 -0.11290393 -0.08665826 -0.3266671
   0.11616588  0.00852266  0.13483808  0.08130685]
 [-0.09946478  0.01811784 -0.01605421  0.02051931  0.01679373 -0.20165392
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 [-0.12873037 -0.01231099 -0.19017956  0.01741156 -0.31484155 -0.01190602
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 [ 0.00420031  0.03550879 -0.05790117 -0.07954916  0.37714928  0.25896382
   0.42825324  0.11484606 -0.14438815 -0.31882052]
 [ 0.02496817 -0.23198751 -0.00947618 -0.01490948  0.47947766  0.08042135
   0.36694414  0.09354784  0.07288886 -0.31465193]
 [ 0.0437046  -0.30400646 -0.02716944 -0.062119    0.53368401  0.00759907
   0.35511639  0.05023371 -0.32649109 -0.16612137]
 [-0.11813956 -0.4291791   0.01472151 -0.13344445  0.55183385 -0.1143514
   0.44995005 -0.07979431 -0.01427677  0.14814648]
 [-0.24505996 -0.2485853   0.07511484  0.0082587   0.75320168  0.12287769
   0.26658628  0.04994223 -0.04581443 -0.07698366]
 [-0.13397708 -0.09893197  0.28178272 -0.15096079  0.3769738  -0.07607284
   0.47599581  0.01699984 -0.18427532  0.06432117]
 [-0.08550039 -0.09573796 -0.1603132  -0.04198366  0.30442414 -0.24997617
   0.04609041  0.17193993  0.03537151 -0.05794451]
 [ 0.11136053  0.22485588  0.16340845 -0.09303701 -0.06843312  0.05147624
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 [ 0.03801424 -0.01184608 -0.1108503  -0.03295271  0.19076105  0.03509703
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   0.11982521  0.00966196  0.02535258 -0.00705728]
 [ 0.01090363  0.01608197  0.2369962   0.04852192 -0.14556252 -0.12376333
   0.16972065  0.03947622 -0.20599016  0.08633948]
 [ 0.04422184 -0.04276521  0.09567116 -0.03160801 -0.11456907  0.08449416
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 [-0.03228015  0.02746974  0.07518344 -0.05981564  0.0620435   0.19268886
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 [ 0.21633431  0.04442454  0.02693368  0.07528502  0.07812352 -0.01875613
  -0.1400275   0.14807924 -0.05885271 -0.02312526]
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  -0.10339613  0.03952684  0.07902116  0.14325085]
 [-0.0449731   0.39509912  0.07744762  0.28995483 -0.7335989  -0.26632736
  -0.46986138 -0.07680377  0.18552589  0.21786697]
 [ 0.1133537   0.40153839  0.02847496  0.32038659 -0.54439928 -0.04781933
  -0.30453718  0.14791141  0.12133051  0.40536676]
 [ 0.23841066  0.24176334  0.23378206  0.10618663 -0.28325321  0.09487942
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  -0.06265922 -0.0155358  -0.04808405  0.03360931]
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   0.26816019  0.02029316 -0.28041581 -0.09946576]
 [-0.20460873  0.02181291 -0.08592783 -0.32360267  0.11433501  0.1128516
   0.05793134  0.10432635 -0.1921291   0.05347466]
 [ 0.04715735 -0.2643413  -0.10915744 -0.10933883  0.20588513  0.0080396
   0.06173195  0.15449758 -0.12411987 -0.16384076]
 [ 0.15548471 -0.12012092 -0.13504993  0.00432033  0.13085359 -0.06433786
  -0.04807482 -0.14766877  0.13753718 -0.09162379]
 [-0.12040233  0.17407299  0.25646638 -0.02832327  0.17061219  0.09146089
  -0.02929586 -0.29848873 -0.12764103 -0.05996076]
 [-0.35214001  0.11463     0.00980155 -0.0299064   0.12097362 -0.16796209
  -0.05814135  0.23548917 -0.096727    0.08343913]
 [ 0.14640947  0.12232868 -0.24143627 -0.09999295  0.11134901 -0.2883023
   0.00088527 -0.16784593 -0.00991105 -0.19169625]
 [ 0.21016932 -0.13110856  0.06040851 -0.02413861  0.03502704 -0.0294211
  -0.02787554 -0.13666225  0.10879861 -0.17756269]
 [-0.10526039 -0.01607319  0.11977988  0.10854738  0.00652664 -0.11032926
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 [ 0.02919637 -0.08934147  0.21968068 -0.20823266  0.0435701   0.1025365
  -0.02872864 -0.11220555  0.04332069  0.26970523]]
[[ 0.45896919]
 [ 1.17758337]
 [ 0.23642628]
 [ 0.65281689]
 [-2.0378985 ]
 [-0.22076315]
 [-1.28588794]
 [ 0.02228261]
 [ 0.50754921]
 [ 0.70270703]]
Progress: 12.3% ... Training loss: 0.394 ... Validation loss: 0.618[[ 0.16196865  0.28471759 -0.1133944   0.11074177 -0.59359592 -0.06934862
  -0.11705589  0.12533288 -0.08431244  0.21419914]
 [ 0.01791466  0.1794069  -0.01867964  0.04259176  0.08729302 -0.00689602
   0.28988631  0.04136952  0.14096062 -0.02481467]
 [ 0.21234148  0.43919373  0.04039326  0.15135928 -0.02865328 -0.07475826
  -0.55786016 -0.03216851  0.12734576  0.39383249]
 [-0.04065904 -0.34661561 -0.25018818 -0.013139    0.09383135  0.17671162
   0.18535172  0.05557395 -0.00104926  0.04796876]
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   0.00710628 -0.1200513  -0.19546701  0.04022823]
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 [ 0.003459    0.03354446 -0.05829163 -0.08065531  0.380484    0.25933854
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 [ 0.20837454 -0.13539693  0.0594141  -0.02692582  0.04360556 -0.02851785
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 [ 0.02911828 -0.08976311  0.21964528 -0.20828844  0.04396763  0.10256929
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[[ 0.44585981]
 [ 1.16828975]
 [ 0.22380604]
 [ 0.63858319]
 [-2.05836252]
 [-0.23829076]
 [-1.30662949]
 [ 0.00831065]
 [ 0.49305762]
 [ 0.69086639]]
Progress: 12.3% ... Training loss: 0.373 ... Validation loss: 0.601[[  1.59323495e-01   2.77546267e-01  -1.14706017e-01   1.06946753e-01
   -5.80691003e-01  -6.78822342e-02  -1.09249418e-01   1.25284153e-01
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 [ -7.68824049e-03   1.98103413e-01  -1.50815843e-01   3.54182592e-02
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   -9.12183625e-03  -1.90882506e-01]
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 [ -1.05544430e-01  -1.72662070e-02   1.19646250e-01   1.08141534e-01
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    1.83731517e-01  -3.30133107e-03]
 [  2.84444504e-02  -9.16189060e-02   2.19274289e-01  -2.09326682e-01
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[[ 0.42308179]
 [ 1.14661378]
 [ 0.20307073]
 [ 0.61703177]
 [-2.08330085]
 [-0.25323757]
 [-1.32178251]
 [-0.01040869]
 [ 0.47474213]
 [ 0.66514344]]
Progress: 12.4% ... Training loss: 0.374 ... Validation loss: 0.615[[  1.58084468e-01   2.74410349e-01  -1.15375494e-01   1.04964330e-01
   -5.73856975e-01  -6.71218534e-02  -1.05124936e-01   1.25317615e-01
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   -7.84227280e-03  -7.23971388e-02  -5.48203080e-01  -3.22628540e-02
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   -1.99497242e-01   3.49157068e-02]
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   -9.01615077e-03   3.36026951e-02]
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   -1.31226311e-01  -1.53481238e-01]
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   -1.05344531e-01  -1.43801909e-02]
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 [  4.23559445e-02  -2.41215659e-02   8.26793377e-02   7.68434155e-02
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   -4.77410540e-02  -7.61477368e-02]
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 [  5.10009064e-02   1.99845921e-02  -1.19799840e-01   4.02134222e-02
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 [  4.29151770e-02  -3.05954444e-01  -2.75510329e-02  -6.32423021e-02
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   -3.27353333e-01  -1.67334432e-01]
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   -1.85570156e-01   6.27136858e-02]
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 [  3.26070777e-01   2.50260091e-01  -9.42526494e-02   2.86829430e-01
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 [  5.64359324e-02   1.69305384e-01   2.56755802e-01   2.64728348e-01
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 [  3.71844937e-02  -1.38327607e-02  -1.11276399e-01  -3.41911387e-02
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   -2.05503994e-01   8.70963431e-02]
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   -4.58220161e-02  -1.25047374e-01]
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   -4.41217225e-02   1.48150242e-01]
 [  2.14655515e-01   4.02827430e-02   2.60133261e-02   7.27091031e-02
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   -6.08754831e-02  -2.57666731e-02]
 [  3.99689648e-03  -1.17700266e-01  -1.23560061e-03  -1.43567572e-02
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   -4.76677024e-02   3.40961718e-02]
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   -2.79908235e-01  -9.87938178e-02]
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   -1.93218634e-01   5.18694844e-02]
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   -1.25798239e-01  -1.66178309e-01]
 [  1.54228681e-01  -1.23448576e-01  -1.35640940e-01   2.57756535e-03
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 [ -1.21296752e-01   1.71895308e-01   2.56036264e-01  -2.94850785e-02
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   -1.28617368e-01  -6.12355281e-02]
 [ -3.53927691e-01   1.10091182e-01   8.91670251e-03  -3.25516380e-02
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   -9.87560673e-02   8.08347461e-02]
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   -9.14947219e-03  -1.90824586e-01]
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    7.50023067e-03  -1.10247875e-01   2.32236506e-01  -7.66852797e-02
    1.83946800e-01  -3.09741381e-03]
 [  2.82690138e-02  -9.19666280e-02   2.19185618e-01  -2.09482204e-01
    4.73957847e-02   1.02999609e-01  -2.58730773e-02  -1.12215877e-01
    4.23650602e-02   2.67991541e-01]]
[[ 0.42968962]
 [ 1.15330742]
 [ 0.20941722]
 [ 0.62306275]
 [-2.07887496]
 [-0.24885581]
 [-1.31727801]
 [-0.00608457]
 [ 0.4817771 ]
 [ 0.67087833]]
Progress: 12.4% ... Training loss: 0.369 ... Validation loss: 0.610[[  1.60101467e-01   2.78785342e-01  -1.14339795e-01   1.07828925e-01
   -5.81471377e-01  -6.82444562e-02  -1.10997525e-01   1.25288459e-01
   -8.62753012e-02   2.11301859e-01]
 [  1.82072131e-02   1.80024518e-01  -1.84989100e-02   4.30706513e-02
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    1.41347938e-01  -2.42597890e-02]
 [  2.07317360e-01   4.28456510e-01   3.77603601e-02   1.43310330e-01
   -3.59928678e-03  -7.18752075e-02  -5.45754342e-01  -3.22493235e-02
    1.21160547e-01   3.85983450e-01]
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[[ 0.44641181]
 [ 1.17186196]
 [ 0.22251384]
 [ 0.64084924]
 [-2.07317054]
 [-0.23878408]
 [-1.30831572]
 [ 0.00716427]
 [ 0.49678795]
 [ 0.68850098]]
Progress: 12.5% ... Training loss: 0.368 ... Validation loss: 0.601[[ 0.16102622  0.28018458 -0.11379976  0.10919022 -0.58553761 -0.06874091
  -0.11296795  0.12530674 -0.08497831  0.21208242]
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 [ 0.21084926  0.43527577  0.0396173   0.14848142 -0.02048563 -0.07370661
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 [-0.04345214 -0.35298388 -0.25148687 -0.01644652  0.10442192  0.17804877
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 [ 0.00274624  0.22043086 -0.145491    0.05066455  0.08594542 -0.18203015
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 [ 0.04183008 -0.02595901  0.08241543  0.07591967  0.12394316 -0.01439505
   0.27760951  0.12029684 -0.04828696 -0.07705133]
 [-0.003813   -0.17464947 -0.29538445 -0.06326079  0.28638069 -0.08482141
   0.19988779  0.16444303  0.09488939 -0.04436523]
 [ 0.05128325  0.01986828 -0.11962208  0.04059625 -0.08139068  0.32654977
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 [ 0.02795844  0.0402129   0.13261369  0.13895906 -0.11459503  0.09501529
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 [ 0.10189776  0.06711935 -0.05234004 -0.11325902 -0.08543442 -0.32653363
   0.11698268  0.00847312  0.13455277  0.08081621]
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  -0.06352684 -0.02240759  0.01984787  0.08691604]
 [ 0.00273167  0.03142915 -0.05865835 -0.08174741  0.38408476  0.25976482
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 [ 0.02293187 -0.23744402 -0.01050511 -0.01790911  0.48879527  0.08153404
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 [ 0.04260636 -0.30687314 -0.02769613 -0.06369145  0.53869523  0.0081825
   0.35848828  0.05021777 -0.32769663 -0.16782114]
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   0.27273841  0.04988844 -0.04815841 -0.08028133]
 [-0.13685314 -0.10639668  0.28038215 -0.15511842  0.39020902 -0.07454223
   0.48413591  0.01697642 -0.18746498  0.06008124]
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 [ 0.11261889  0.22812409  0.16400478 -0.09111509 -0.07437532  0.0507156
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  -0.20024484 -0.13195191 -0.12957164 -0.27224148]
 [ 0.03765373 -0.01272723 -0.11108514 -0.03347827  0.19233922  0.03526225
  -0.04621271 -0.18324043  0.05074777  0.22940192]
 [-0.01055621 -0.08155051 -0.07143982 -0.06692721  0.03886894 -0.16870327
   0.11949491  0.00966139  0.0254929  -0.00696098]
 [ 0.01242868  0.02033962  0.23772577  0.05073664 -0.15232433 -0.12461975
   0.16531869  0.03946666 -0.20435759  0.0887293 ]
 [ 0.04543411 -0.03958922  0.09625103 -0.02989979 -0.12022876  0.08379792
   0.14226235 -0.27177132 -0.04570327 -0.12512726]
 [-0.03246973  0.02716459  0.07510015 -0.0600591   0.06276754  0.19279415
   0.15995312  0.11751271 -0.04409419  0.1479743 ]
 [ 0.21625771  0.04443941  0.02684547  0.07511367  0.07819495 -0.01882111
  -0.13990877  0.14803329 -0.0589681  -0.02338947]
 [ 0.0035635  -0.11875458 -0.00145849 -0.01499994 -0.23431924 -0.10316035
  -0.10128463  0.03950913  0.07804788  0.14200871]
 [-0.04101248  0.40210742  0.07953868  0.29549851 -0.75007021 -0.268082
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 [ 0.11553692  0.40682496  0.029625    0.32353007 -0.55437274 -0.04910946
  -0.31045921  0.14791281  0.1239636   0.40825572]
 [ 0.23920911  0.24393806  0.23422436  0.10752981 -0.28769614  0.09436611
  -0.14698312  0.1618585   0.20947652  0.0423733 ]
 [-0.08457695  0.1864281   0.23609908 -0.00203919  0.01912924  0.13754405
  -0.06343814 -0.0155278  -0.04770393  0.03401294]
 [-0.10033963 -0.0153645   0.02352734  0.08649167 -0.03209562  0.11890505
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 [-0.20572926  0.01880792 -0.0865158  -0.32531742  0.1197854   0.11346466
   0.06138317  0.10429404 -0.19337416  0.05165716]
 [ 0.04523916 -0.2693628  -0.11010686 -0.11215432  0.21473683  0.00906182
   0.06744947  0.15446609 -0.12627071 -0.16683352]
 [ 0.15517002 -0.12104997 -0.1352167   0.00396717  0.13143625 -0.06415834
  -0.04665955 -0.14770627  0.1373608  -0.09211308]
 [-0.12218408  0.16888945  0.25561842 -0.03088867  0.17910411  0.0923709
  -0.02418284 -0.29853307 -0.12961727 -0.06267767]
 [-0.35345922  0.1103906   0.00912498 -0.03202536  0.12768457 -0.16720024
  -0.05434821  0.23540756 -0.09824434  0.08138142]
 [ 0.14624159  0.12067341 -0.24145443 -0.10026343  0.11313003 -0.28816847
   0.00226741 -0.16785455 -0.0099857  -0.1920849 ]
 [ 0.20804535 -0.13629201  0.05928733 -0.0274876   0.04527935 -0.02843397
  -0.02199711 -0.13679897  0.10633806 -0.18113613]
 [-0.10531301 -0.01738242  0.11980095  0.10835397  0.00819928 -0.11024713
   0.23233913 -0.07668419  0.18405226 -0.0031718 ]
 [ 0.02967697 -0.08849502  0.21993284 -0.20723182  0.03964161  0.10211245
  -0.02962069 -0.11223138  0.04426169  0.26964841]]
[[  4.44922472e-01]
 [  1.17694489e+00]
 [  2.15871048e-01]
 [  6.37479443e-01]
 [ -2.08596038e+00]
 [ -2.50218503e-01]
 [ -1.32546711e+00]
 [ -2.87626511e-04]
 [  4.89225179e-01]
 [  6.87612684e-01]]
Progress: 12.6% ... Training loss: 0.366 ... Validation loss: 0.593[[ 0.16305786  0.28416042 -0.11280836  0.11193846 -0.59281543 -0.06975812
  -0.1171009   0.12530545 -0.08271126  0.21462308]
 [ 0.01783626  0.17907612 -0.0186875   0.04252492  0.08778981 -0.0068863
   0.29004528  0.04136203  0.14092306 -0.02482857]
 [ 0.21131287  0.43532859  0.03983465  0.1486787  -0.02142991 -0.07370855
  -0.55379953 -0.03218917  0.12580438  0.39022811]
 [-0.0450583  -0.35601545 -0.25219172 -0.01836474  0.10966561  0.1787751
   0.19580713  0.05552424 -0.00560052  0.04295671]
 [ 0.00365461  0.22117849 -0.14507642  0.05162594  0.08366222 -0.18235066
  -0.01083212 -0.12010736 -0.18734893  0.04941038]
 [-0.34680634 -0.27827473 -0.28634524  0.1434292   0.14352518  0.05135266
  -0.01262239 -0.03482951 -0.00855445  0.03399807]
 [-0.00581347 -0.1383608   0.00872206  0.09565305 -0.0613508  -0.07085732
   0.16731243 -0.18872651  0.17994944  0.03920593]
 [ 0.11709312 -0.18815506  0.03366267 -0.06363851  0.15520273 -0.04440459
   0.02339895  0.12355868  0.06994609 -0.0082859 ]
 [-0.15022733 -0.01139423 -0.29750937  0.00661045 -0.11512984  0.06050586
  -0.28571049 -0.02655329  0.28042106 -0.09038121]
 [ 0.05978277 -0.19702901  0.08683722  0.02246139  0.15697332 -0.10197382
   0.00914953 -0.09723236 -0.00944587  0.14430907]
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  -0.09807647 -0.01397503 -0.13168474 -0.1543281 ]
 [-0.15560304  0.00722607  0.06263194  0.02375873 -0.17726577 -0.22048318
  -0.18189098 -0.1969164   0.08875843  0.1764013 ]
 [-0.20575058 -0.10952257  0.1238944   0.28094633 -0.16304693 -0.0871336
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 [ 0.11492821 -0.04095828 -0.0191994   0.11163645 -0.00561347 -0.08067361
   0.10379351  0.00443222  0.02668999  0.01913803]
 [ 0.02977325 -0.04448342 -0.21438975  0.13621208 -0.03539319  0.09303007
  -0.07794764 -0.02005056 -0.10443491 -0.01319766]
 [-0.12918974 -0.05916474 -0.20745542  0.14613485 -0.00541156  0.13849702
   0.01904525 -0.25032505  0.05874649 -0.21092934]
 [-0.06799943 -0.02264605  0.27760239  0.10307106  0.10289081 -0.06354235
  -0.14289256  0.12127242  0.07169029  0.03878021]
 [ 0.04161743 -0.02697172  0.08226723  0.07546323  0.12556443 -0.01422616
   0.27857406  0.12029704 -0.04858583 -0.07764878]
 [-0.00281977 -0.17242493 -0.29485831 -0.06179627  0.28160321 -0.08534106
   0.19762574  0.16444236  0.09602323 -0.0431058 ]
 [ 0.05093188  0.01903503 -0.11979865  0.04008051 -0.07981878  0.32674865
   0.24485286  0.20584915 -0.16881476 -0.05493929]
 [ 0.02838675  0.0404985   0.13281176  0.13939487 -0.11519124  0.0948431
  -0.2433245  -0.03959015  0.23269112  0.11885209]
 [ 0.1018449   0.0670323  -0.05235481 -0.11334898 -0.08516482 -0.32651189
   0.11712366  0.00847315  0.13446874  0.08071493]
 [-0.09836924  0.02069477 -0.01554614  0.02209107  0.01168994 -0.202268
  -0.09161713 -0.01949392  0.01374132  0.12883867]
 [-0.12916099 -0.01346327 -0.1903376   0.0167443  -0.31268139 -0.01161371
  -0.06215599 -0.0224073   0.0193566   0.08622075]
 [ 0.00265693  0.03102662 -0.05870473 -0.08186029  0.3845565   0.25981456
   0.43313141  0.11481252 -0.14618136 -0.32138606]
 [ 0.02264048 -0.2382649  -0.01065439 -0.01835123  0.49022413  0.08170752
   0.37418496  0.0935214   0.07028229 -0.31842733]
 [ 0.04231295 -0.30759738 -0.02784144 -0.06411335  0.53998976  0.00834935
   0.35936614  0.05021797 -0.32802893 -0.1682747 ]
 [-0.12111279 -0.43708782  0.01328586 -0.1377443   0.56530071 -0.11274528
   0.45863854 -0.07981758 -0.0174881   0.14368993]
 [-0.24719462 -0.25418977  0.07403926  0.00518525  0.7619942   0.12397393
   0.27271325  0.04988843 -0.04814194 -0.08026216]
 [-0.13692371 -0.10669281  0.28036473 -0.15515751  0.3904418  -0.0745251
   0.48448709  0.01697645 -0.18753024  0.06000516]
 [-0.08679221 -0.09926136 -0.16096822 -0.04391845  0.31075981 -0.24923969
   0.05017126  0.17194003  0.03392882 -0.05996461]
 [ 0.11293809  0.22884116  0.1641401  -0.09067428 -0.07598255  0.05053826
  -0.138159    0.28467483  0.07389113  0.17158806]
 [ 0.32737251  0.25382477 -0.09361455  0.28865481 -0.84840532 -0.27803343
  -0.40793086  0.1772497   0.35738048 -0.07448029]
 [ 0.05616812  0.16857057  0.25663469  0.264312   -0.09747664 -0.19931959
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 [ 0.03754755 -0.01301366 -0.11113728 -0.03364289  0.19286631  0.03532459
  -0.04589648 -0.18324035  0.05062144  0.22923034]
 [-0.01015967 -0.08064631 -0.07127716 -0.06638095  0.03715475 -0.16892319
   0.11846131  0.00966116  0.02591246 -0.00638933]
 [ 0.01270151  0.02122457  0.23785594  0.05112242 -0.15329005 -0.12477469
   0.16450685  0.0394665  -0.20409136  0.08912263]
 [ 0.04556414 -0.03936571  0.09630464 -0.02973081 -0.12090921  0.08374207
   0.14195569 -0.2717714  -0.04559033 -0.12492942]
 [-0.03255411  0.02688213  0.07505027 -0.06019512  0.06324332  0.19284639
   0.16024144  0.11751277 -0.04417993  0.1478268 ]
 [ 0.21605506  0.04396514  0.02671455  0.07475193  0.07945029 -0.01869531
  -0.1393305   0.14803346 -0.05926081 -0.02374397]
 [ 0.00395203 -0.11770223 -0.0012806  -0.01442397 -0.23604513 -0.10336857
  -0.10242461  0.03950887  0.07849041  0.14247586]
 [-0.03952778  0.4045679   0.08024804  0.29741484 -0.75574376 -0.26876752
  -0.48172724 -0.07672661  0.19163245  0.22539821]
 [ 0.11678064  0.40946458  0.03025575  0.32525949 -0.55975814 -0.04978131
  -0.31334386  0.14791201  0.12535702  0.40977388]
 [ 0.23932364  0.24440593  0.23429391  0.10776101 -0.2883836   0.09427334
  -0.14732311  0.16185839  0.2096276   0.04258433]
 [-0.08416899  0.18748078  0.23629284 -0.00146075  0.01725796  0.13732092
  -0.06465246 -0.01552807 -0.0472642   0.03461175]
 [-0.10027839 -0.01520599  0.02356857  0.08659382 -0.03241304  0.11886657
   0.26719195  0.02030577 -0.2800257  -0.09896475]
 [-0.20588432  0.0184387  -0.08659266 -0.32554452  0.12052666  0.11354983
   0.06184009  0.10429414 -0.19353688  0.05144476]
 [ 0.04455756 -0.27141846 -0.11045067 -0.11318642  0.21803041  0.00945568
   0.06956589  0.15446656 -0.12704296 -0.16788013]
 [ 0.15571306 -0.11987439 -0.13496607  0.00476089  0.12880393 -0.06444672
  -0.04800928 -0.1477066   0.1379879  -0.09135746]
 [-0.12126611  0.17102338  0.25606722 -0.02958005  0.17546296  0.09185938
  -0.02648621 -0.29853366 -0.12858352 -0.06139723]
 [-0.35284899  0.1105261   0.0094303  -0.03138107  0.12599993 -0.16742821
  -0.05422781  0.23540721 -0.09763675  0.08168367]
 [ 0.1466154   0.12106072 -0.24131993 -0.09984175  0.11199279 -0.28831707
   0.00171671 -0.16785475 -0.00966022 -0.19168177]
 [ 0.20823999 -0.13561732  0.05940689 -0.02722321  0.04470471 -0.02855048
  -0.02261068 -0.13679909  0.10654551 -0.18074397]
 [-0.10547518 -0.0177096   0.11971299  0.10813675  0.0089424  -0.11017285
   0.23279219 -0.07668408  0.18385679 -0.00343114]
 [ 0.02985242 -0.08814511  0.21999999 -0.20698931  0.03887522  0.10204537
  -0.029963   -0.11223147  0.04446773  0.26982815]]
[[ 0.4573397 ]
 [ 1.1936098 ]
 [ 0.22837949]
 [ 0.65281484]
 [-2.08030624]
 [-0.24173577]
 [-1.31826752]
 [ 0.00991646]
 [ 0.50330208]
 [ 0.70306879]]
Progress: 12.6% ... Training loss: 0.373 ... Validation loss: 0.592[[ 0.16105612  0.27952328 -0.11385778  0.10899143 -0.58348809 -0.06869805
  -0.11106512  0.1252615  -0.08494542  0.21158056]
 [ 0.01770744  0.17885321 -0.01874188  0.04234981  0.08839448 -0.00682555
   0.29032212  0.0413594   0.1407835  -0.02498706]
 [ 0.20791639  0.42828719  0.03810718  0.14360079 -0.00641009 -0.07189672
  -0.54490531 -0.03226485  0.12209173  0.38533868]
 [-0.04422961 -0.35504417 -0.25189176 -0.01738247  0.10655692  0.17850423
   0.19320332  0.0555392  -0.00482246  0.04391953]
 [ 0.0044835   0.22402598 -0.14455721  0.05294481  0.07941145 -0.18290275
  -0.01366952 -0.12008725 -0.18633064  0.05086264]
 [-0.34709544 -0.27909713 -0.28647222  0.14310521  0.14479633  0.05147671
  -0.01148439 -0.03483477 -0.00883193  0.03354799]
 [-0.00780043 -0.14310579  0.00773279  0.09284185 -0.05236445 -0.06983768
   0.17291914 -0.18876887  0.17777807  0.03624621]
 [ 0.11637895 -0.18963894  0.03327338 -0.06469967  0.15818741 -0.04402744
   0.02543149  0.12354251  0.06916562 -0.00938168]
 [-0.14977511 -0.01061344 -0.29729004  0.00730212 -0.11707536  0.06027188
  -0.28678386 -0.0265426   0.28086174 -0.08968456]
 [ 0.05848722 -0.20026868  0.08619788  0.02075068  0.1625509  -0.10135646
   0.01343809 -0.09725892 -0.01088342  0.14243797]
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 [-0.07415535  0.06144529 -0.05442051  0.03567895  0.20925632  0.08478058
  -0.0973987  -0.01398095 -0.1319709  -0.15477908]
 [-0.15560304  0.00722607  0.06263194  0.02375873 -0.17726577 -0.22048318
  -0.18189098 -0.1969164   0.08875843  0.1764013 ]
 [-0.2058356  -0.10994102  0.12387038  0.28088023 -0.16271459 -0.08711331
  -0.15417852 -0.25470555 -0.1989535   0.021318  ]
 [ 0.11458359 -0.04170503 -0.01935982  0.1111714  -0.00405711 -0.08050603
   0.10484449  0.00442512  0.02633387  0.01860458]
 [ 0.03004192 -0.04378543 -0.21427147  0.13660919 -0.03668502  0.09288233
  -0.07862278 -0.02004457 -0.10413861 -0.01280092]
 [-0.12947088 -0.05975026 -0.20759502  0.1457689  -0.00399277  0.1386276
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 [-0.06941103 -0.02609024  0.27691046  0.10105867  0.10917477 -0.06280117
  -0.139015    0.12124212  0.07015231  0.03668301]
 [ 0.04105476 -0.02847202  0.08196685  0.07460403  0.12820014 -0.01390738
   0.28034473  0.12028428 -0.04924756 -0.07853356]
 [-0.00297587 -0.17250862 -0.29494434 -0.06203047  0.28224992 -0.08527484
   0.19789539  0.16443872  0.09585603 -0.0432149 ]
 [ 0.0510153   0.01928978 -0.11975168  0.04024737 -0.08042088  0.32668602
   0.24460295  0.20585171 -0.168683   -0.05484007]
 [ 0.02797491  0.03945394  0.13260907  0.13878804 -0.11345062  0.09507139
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 [ 0.10155879  0.06635389 -0.05248863 -0.11373747 -0.08386922 -0.32635325
   0.11798915  0.00846708  0.13417251  0.08030216]
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  -0.06218852 -0.02240702  0.01935987  0.0862503 ]
 [ 0.00263777  0.03088288 -0.05871639 -0.08186444  0.38456797  0.25982699
   0.43330172  0.11481231 -0.14618815 -0.32143062]
 [ 0.02220131 -0.23957771 -0.01088231 -0.01902425  0.49216366  0.08194803
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 [ 0.04106052 -0.31076285 -0.02848302 -0.06596671  0.54584618  0.00902965
   0.36313946  0.05019004 -0.32945423 -0.17026511]
 [-0.12149032 -0.43808646  0.01311459 -0.13824248  0.56667282 -0.11256418
   0.45978868 -0.07982504 -0.01785815  0.1432095 ]
 [-0.24728432 -0.25444201  0.07400424  0.00505462  0.7623149   0.12402226
   0.2729834   0.04988645 -0.04824018 -0.08040255]
 [-0.13700346 -0.1068916   0.2803241  -0.1552772   0.39078941 -0.07448082
   0.48467177  0.01697464 -0.18762152  0.0598764 ]
 [-0.08692536 -0.09954142 -0.1610357  -0.04410652  0.31136226 -0.24916825
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 [ 0.11293809  0.22884116  0.1641401  -0.09067428 -0.07598255  0.05053826
  -0.138159    0.28467483  0.07389113  0.17158806]
 [ 0.32809669  0.25554274 -0.09327299  0.28973119 -0.85142777 -0.27842176
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 [ 0.05612199  0.16847069  0.25660917  0.2642361  -0.09723849 -0.19929178
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 [ 0.01282786  0.02176803  0.23791753  0.0513314  -0.15401544 -0.12487054
   0.16410988  0.0394694  -0.2039396   0.08928672]
 [ 0.0456221  -0.03906715  0.09633797 -0.02963286 -0.12115776  0.08371539
   0.14175439 -0.27176999 -0.04552269 -0.12481836]
 [-0.03256642  0.02695461  0.07503472 -0.06020672  0.06330279  0.19285557
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 [ 0.21639355  0.04481893  0.02689349  0.07525118  0.07785856 -0.01888002
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 [ 0.0037338  -0.11816753 -0.0013813  -0.01472629 -0.23501601 -0.10327692
  -0.1019489   0.03950449  0.07826671  0.14218677]
 [-0.03930518  0.40514492  0.08034939  0.29773129 -0.7565466  -0.26888307
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 [ 0.11678147  0.40946699  0.0302562   0.32526074 -0.5597624  -0.04978181
  -0.31334636  0.14791203  0.12535804  0.40977506]
 [ 0.23940783  0.24465395  0.23434176  0.10789995 -0.28881206  0.09422164
  -0.14757492  0.16186052  0.20972485  0.0427252 ]
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  -0.06447988 -0.01552841 -0.04729911  0.03453959]
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   0.06277576  0.10428668 -0.19392787  0.05092883]
 [ 0.04415116 -0.27245317 -0.1106514  -0.11378856  0.21991942  0.00967534
   0.07078689  0.15445745 -0.12751039 -0.16851244]
 [ 0.15676189 -0.1172793  -0.13439487  0.00645453  0.12375843 -0.0650422
  -0.05067678 -0.1476816   0.13926332 -0.08964805]
 [-0.12178521  0.16969877  0.25581342 -0.03027565  0.17784181  0.0921202
  -0.0251056  -0.29854351 -0.1291538  -0.06214238]
 [-0.3537539   0.1083665   0.008975   -0.0326788   0.13002153 -0.16698058
  -0.05172728  0.23538773 -0.09864316  0.08040615]
 [ 0.14604073  0.11931584 -0.24164731 -0.10078081  0.11501136 -0.28799259
   0.00358905 -0.16786864 -0.01041817 -0.19269514]
 [ 0.20769674 -0.13695245  0.05911908 -0.02803834  0.04732534 -0.02824578
  -0.02095854 -0.13681121  0.10594807 -0.18162678]
 [-0.1068718  -0.02112523  0.11901629  0.10615395  0.01493461 -0.10943806
   0.2367121  -0.07671425  0.18235035 -0.00553433]
 [ 0.03020413 -0.08703087  0.22016356 -0.20645731  0.03718551  0.10185527
  -0.03091716 -0.11222408  0.04484218  0.27033185]]
[[  4.45778802e-01]
 [  1.18149348e+00]
 [  2.15130660e-01]
 [  6.40739668e-01]
 [ -2.09450016e+00]
 [ -2.50777201e-01]
 [ -1.32940088e+00]
 [ -9.51950608e-04]
 [  4.91916322e-01]
 [  6.89220186e-01]]
Progress: 12.7% ... Training loss: 0.364 ... Validation loss: 0.593[[ 0.16049322  0.27706605 -0.11414736  0.10792614 -0.57961754 -0.06829068
  -0.10874977  0.12526265 -0.08557156  0.21077694]
 [ 0.01753148  0.17838298 -0.01882818  0.0420902   0.08921638 -0.00672298
   0.29085368  0.04135979  0.14057826 -0.02527782]
 [ 0.20513019  0.4207391   0.03652209  0.13872561  0.00817222 -0.07014604
  -0.5363102  -0.0322583   0.11868147  0.38080246]
 [-0.04425636 -0.35548181 -0.25192169 -0.01740335  0.10707352  0.17864857
   0.19287886  0.05553927 -0.00490915  0.04387691]
 [ 0.00457306  0.22371516 -0.14463016  0.0529001   0.07989324 -0.18290538
  -0.01337121 -0.12008722 -0.1862336   0.05067803]
 [-0.34773969 -0.28109459 -0.28673524  0.14233102  0.14781504  0.05175779
  -0.00936417 -0.03483355 -0.00948128  0.03261892]
 [-0.00675696 -0.14100177  0.0082499   0.09422581 -0.0558292  -0.07034927
   0.17030397 -0.18877099  0.17890843  0.03773184]
 [ 0.11472322 -0.19447605  0.03234701 -0.06736406  0.16607123 -0.04306708
   0.0308784   0.12354607  0.06729029 -0.01194833]
 [-0.15047072 -0.01242323 -0.29760792  0.00626184 -0.11379816  0.06067067
  -0.28465062 -0.02654105  0.28006111 -0.09077656]
 [ 0.05625839 -0.2070169   0.08508229  0.01724523  0.17363311 -0.10008822
   0.02101181 -0.09725404 -0.01334211  0.13904385]
 [-0.07970687  0.11072188 -0.00236285 -0.16232023  0.03156382  0.0278337
   0.07353997 -0.1015004  -0.02609676 -0.12664744]
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  -0.09657194 -0.01398076 -0.13212039 -0.15503548]
 [-0.15560304  0.00722607  0.06263194  0.02375873 -0.17726577 -0.22048318
  -0.18189098 -0.1969164   0.08875843  0.1764013 ]
 [-0.20561184 -0.10952499  0.12400411  0.28129267 -0.16390417 -0.08727396
  -0.15475835 -0.25470613 -0.19867194  0.02168073]
 [ 0.11438843 -0.04233747 -0.01944028  0.11096589 -0.0031064  -0.08044535
   0.1055253   0.00442543  0.02616314  0.01837183]
 [ 0.02973989 -0.04460693 -0.21440643  0.13618883 -0.0351399   0.09305422
  -0.07771551 -0.02004392 -0.10447234 -0.01326044]
 [-0.12945568 -0.05983255 -0.20758789  0.14579524 -0.0039455   0.13862642
   0.01994571 -0.25033087  0.05846889 -0.21135264]
 [-0.06907633 -0.02548522  0.27709204  0.10144161  0.1083424  -0.06292862
  -0.13972531  0.12124142  0.07049474  0.0371476 ]
 [ 0.04102139 -0.02870329  0.08192191  0.07444106  0.12909098 -0.01387469
   0.28051713  0.12028451 -0.04935242 -0.07867347]
 [-0.00377604 -0.17493875 -0.29545394 -0.06346017  0.28642857 -0.08477784
   0.20015684  0.16444064  0.09486194 -0.04450469]
 [ 0.05084054  0.01882913 -0.11983437  0.03998078 -0.0796098   0.32678446
   0.24518886  0.20585209 -0.16887977 -0.05510731]
 [ 0.02720881  0.03724935  0.13227425  0.13777168 -0.11030617  0.09547377
  -0.23915913 -0.03959763  0.23152141  0.11708417]
 [ 0.10119261  0.0654157  -0.0526571  -0.11426878 -0.08224327 -0.32614949
   0.11908939  0.00846786  0.13376633  0.07975424]
 [-0.09754316  0.02253387 -0.01515401  0.02326868  0.0080469  -0.20270634
  -0.09394387 -0.01948071  0.01456712  0.13003318]
 [-0.12922607 -0.01378406 -0.19039897  0.01661243 -0.31221501 -0.01155861
  -0.06186665 -0.02240678  0.019235    0.08608178]
 [ 0.00223508  0.02975053 -0.05891425 -0.08244485  0.38647153  0.2600539
   0.43463096  0.11481317 -0.14662573 -0.32209145]
 [ 0.02131328 -0.24190694 -0.01129628 -0.02030764  0.49629305  0.08244337
   0.37823238  0.09351313  0.06881633 -0.32052654]
 [ 0.04059248 -0.31201838 -0.02871354 -0.06666049  0.5479797   0.00929867
   0.36458469  0.05019104 -0.3299735  -0.1709418 ]
 [-0.12138394 -0.43793756  0.01317786 -0.13802572  0.56615857 -0.11264585
   0.45954596 -0.07982534 -0.01770294  0.14343381]
 [-0.24727584 -0.25440387  0.07401081  0.00507529  0.76224537  0.12401554
   0.27295534  0.04988642 -0.04822653 -0.08037823]
 [-0.13735045 -0.10778703  0.28017441 -0.15577183  0.39244496 -0.07428773
   0.48572487  0.01697539 -0.18801519  0.05936045]
 [-0.08707346 -0.09990824 -0.1611087  -0.04434444  0.31209152 -0.2490769
   0.05102458  0.17193754  0.03362213 -0.0604079 ]
 [ 0.11329546  0.22960157  0.16428931 -0.09020842 -0.07733065  0.0503737
  -0.13918772  0.28467415  0.07424323  0.1721735 ]
 [ 0.3275101   0.25372424 -0.0936259   0.28869859 -0.84827598 -0.27804575
  -0.40848145  0.17726738  0.35740065 -0.07426573]
 [ 0.05608936  0.1684756   0.25660613  0.2642168  -0.09712206 -0.19927909
  -0.20013532 -0.13195298 -0.12965013 -0.27234047]
 [ 0.03705797 -0.0143332  -0.11140293 -0.03436892  0.19520465  0.0355949
  -0.04451217 -0.18324179  0.05007207  0.22858681]
 [-0.01083544 -0.08254468 -0.07161811 -0.06737902  0.04036094 -0.16855143
   0.12051381  0.00965122  0.02517054 -0.00741837]
 [ 0.01207678  0.0197399   0.23755584  0.05018365 -0.15041285 -0.12444109
   0.16638984  0.0394711  -0.20482183  0.08810961]
 [ 0.04551666 -0.03923885  0.09624839 -0.02988634 -0.12024785  0.08377405
   0.14207955 -0.27176966 -0.04575353 -0.12506776]
 [-0.03250773  0.02713291  0.07504752 -0.06015503  0.06311632  0.19282351
   0.15999619  0.11751211 -0.04415336  0.147914  ]
 [ 0.216817    0.04607056  0.02715559  0.07601348  0.07523563 -0.01918306
  -0.14114251  0.14804015 -0.05828407 -0.02245513]
 [ 0.00352249 -0.11873134 -0.00148491 -0.01504784 -0.23397017 -0.10315334
  -0.10128006  0.03950496  0.07802032  0.141845  ]
 [-0.03780815  0.40827265  0.08102848  0.29969828 -0.76227889 -0.26961004
  -0.48631518 -0.07672532  0.19352761  0.22776728]
 [ 0.11645885  0.40869694  0.03012559  0.32487024 -0.5584052  -0.04963713
  -0.31229282  0.14791262  0.12503289  0.40929913]
 [ 0.24006708  0.24618779  0.23466915  0.10895663 -0.29221044  0.09380333
  -0.14929693  0.16185891  0.21053769  0.0437251 ]
 [-0.08420085  0.18756793  0.23629177 -0.00143003  0.0172039   0.13730497
  -0.06459191 -0.0155285  -0.04724812  0.03460909]
 [-0.10028235 -0.01530427  0.02358252  0.08663704 -0.03251254  0.11885742
   0.26723663  0.02030571 -0.28002136 -0.09896871]
 [-0.20627679  0.01741544 -0.08678994 -0.32612951  0.12234623  0.11376917
   0.0629635   0.1042868  -0.19398565  0.05084294]
 [ 0.0439269  -0.2730861  -0.11075771 -0.11411878  0.22101506  0.00980372
   0.07149876  0.1544579  -0.12776128 -0.16886776]
 [ 0.15661776 -0.11752085 -0.13439121  0.00641119  0.12399394 -0.06501537
  -0.05018135 -0.14768153  0.13925728 -0.08964639]
 [-0.12142981  0.17026632  0.25599242 -0.02972461  0.17637112  0.0918771
  -0.02594932 -0.29854437 -0.12870579 -0.06162533]
 [-0.35532244  0.10415853  0.00822932 -0.0349457   0.13727219 -0.16611401
  -0.04690747  0.23539092 -0.10036381  0.07802858]
 [ 0.14531688  0.11756855 -0.24201795 -0.10193742  0.11879904 -0.28760127
   0.00593329 -0.16786698 -0.01133346 -0.19395893]
 [ 0.20797337 -0.13681613  0.05923276 -0.0277553   0.04665868 -0.02832362
  -0.02139309 -0.13681163  0.10619449 -0.1812966 ]
 [-0.10592887 -0.01911845  0.11944229  0.10747228  0.01095081 -0.1099242
   0.23429144 -0.07671631  0.18340678 -0.00425048]
 [ 0.02911357 -0.09008502  0.2195674  -0.20823778  0.04274779  0.10250628
  -0.0277925  -0.11222146  0.04353837  0.26873839]]
[[ 0.43504998]
 [ 1.17315207]
 [ 0.20815788]
 [ 0.63242717]
 [-2.10836788]
 [-0.2585739 ]
 [-1.33695904]
 [-0.01199793]
 [ 0.48283398]
 [ 0.67728907]]
Progress: 12.7% ... Training loss: 0.366 ... Validation loss: 0.600[[ 0.16253974  0.28123463 -0.11303964  0.11109431 -0.58935828 -0.06959489
  -0.11358078  0.12520084 -0.08296411  0.213717  ]
 [ 0.01752326  0.17837169 -0.01883059  0.04208342  0.08925927 -0.00672461
   0.29089062  0.04135999  0.14057453 -0.02528568]
 [ 0.207312    0.42607348  0.03773701  0.14193649 -0.00277729 -0.07150682
  -0.541743   -0.0323248   0.12153101  0.38372237]
 [-0.044561   -0.35712551 -0.25214357 -0.01786925  0.10846897  0.17885545
   0.19360906  0.05555188 -0.00541067  0.0435338 ]
 [ 0.00528886  0.22570308 -0.14429206  0.0537218   0.07715835 -0.18325481
  -0.01544564 -0.12010065 -0.18549418  0.05144698]
 [-0.34690415 -0.2793363  -0.28631666  0.14364334  0.14392957  0.05123871
  -0.01142302 -0.03485757 -0.00853107  0.03390813]
 [-0.00656489 -0.14064007  0.00837475  0.09458531 -0.0570702  -0.07050337
   0.16979823 -0.18877762  0.179205    0.03806604]
 [ 0.11673774 -0.19063075  0.03341591 -0.06435166  0.1563261  -0.0443181
   0.0262777   0.12348635  0.0697908  -0.00928807]
 [-0.14982044 -0.01120605 -0.29729709  0.00722975 -0.11691557  0.06028584
  -0.2864968  -0.02655969  0.28077073 -0.08979046]
 [ 0.05877224 -0.20176612  0.08640366  0.02110662  0.16105293 -0.10164351
   0.01473319 -0.09733052 -0.01026812  0.14263042]
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  -0.09579692 -0.01397772 -0.13223737 -0.15517479]
 [-0.15560304  0.00722607  0.06263194  0.02375873 -0.17726577 -0.22048318
  -0.18189098 -0.1969164   0.08875843  0.1764013 ]
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 [ 0.11487452 -0.04122059 -0.01920233  0.11172044 -0.0054473  -0.08075638
   0.10442798  0.00441115  0.02672954  0.01911324]
 [ 0.03005725 -0.044002   -0.21427011  0.13663993 -0.03647451  0.09287303
  -0.07863843 -0.02005174 -0.10413337 -0.01283203]
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 [-0.06937222 -0.02635286  0.27695678  0.10101116  0.10987523 -0.06275759
  -0.1387724   0.12124977  0.07015408  0.03669026]
 [ 0.04100628 -0.02850037  0.08192554  0.0744626   0.12899457 -0.01388457
   0.28048433  0.12028406 -0.04934819 -0.07855466]
 [-0.00344388 -0.17452495 -0.29528312 -0.06300106  0.28454933 -0.0849479
   0.19984851  0.16443014  0.0952593  -0.04417552]
 [ 0.05345702  0.02464386 -0.11848019  0.04393211 -0.09194602  0.32513511
   0.23812019  0.2057758  -0.16570903 -0.05146107]
 [ 0.02641964  0.03519683  0.13189872  0.13661563 -0.1066533   0.09594446
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 [ 0.10158542  0.06636275 -0.05246935 -0.11369544 -0.08412232 -0.32637059
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 [ 0.00187639  0.0287224  -0.05908835 -0.0829747   0.38827875  0.26026722
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 [ 0.02139734 -0.24195126 -0.01126461 -0.02017843  0.49593495  0.08239087
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 [ 0.04004353 -0.31381737 -0.028977   -0.06747389  0.5504538   0.00963768
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 [-0.13725864 -0.10759234  0.28023086 -0.15561335  0.39191151 -0.0743521
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 [ 0.32756049  0.25385111 -0.0935928   0.28878601 -0.84849121 -0.27808079
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 [ 0.05647128  0.16951314  0.25678502  0.26476588 -0.09894695 -0.19950027
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   0.1403164  -0.2717853  -0.04510831 -0.12420032]
 [-0.03272674  0.02668203  0.07493882 -0.06049787  0.06432779  0.19296039
   0.16062724  0.11751908 -0.044426    0.14763487]
 [ 0.21733964  0.04750198  0.02744199  0.0768533   0.07225508 -0.01952281
  -0.14277204  0.14802374 -0.05760554 -0.02153218]
 [ 0.00377376 -0.11805943 -0.0013662  -0.01468272 -0.23518133 -0.10328896
  -0.10202306  0.03949808  0.07827721  0.14223383]
 [-0.03622591  0.41147686  0.08185974  0.30208118 -0.76952306 -0.27057449
  -0.4900708  -0.07677421  0.19547366  0.23007097]
 [ 0.11719436  0.41004056  0.03049288  0.32592779 -0.56173233 -0.05009063
  -0.31415539  0.14789325  0.12587562  0.41014398]
 [ 0.24026817  0.24682452  0.23477208  0.10926416 -0.29314359  0.09368551
  -0.14988483  0.16185381  0.21074791  0.04399236]
 [-0.08411917  0.1878483   0.23633958 -0.001278    0.01671988  0.13724721
  -0.06487665 -0.01553137 -0.0471359   0.03474919]
 [-0.10057276 -0.01606782  0.02344379  0.08621426 -0.03112761  0.11902894
   0.26811687  0.02031373 -0.28034524 -0.0994216 ]
 [-0.20623986  0.01752503 -0.08677166 -0.32606899  0.12214703  0.11374389
   0.06283927  0.10428573 -0.19393874  0.05089766]
 [ 0.04364065 -0.27382498 -0.11089016 -0.11453727  0.22235354  0.0099691
   0.07236181  0.15446577 -0.12806142 -0.16931804]
 [ 0.15690362 -0.11710997 -0.13424062  0.00688832  0.12238636 -0.06520373
  -0.05090053 -0.14769074  0.13959768 -0.08910762]
 [-0.12047993  0.17223133  0.25646633 -0.02830367  0.17177677  0.09132487
  -0.02819197 -0.29857125 -0.12758933 -0.06028439]
 [-0.35444692  0.10595559  0.00865705 -0.03370573  0.13330989 -0.16664193
  -0.04915074  0.23536799 -0.09936762  0.07906541]
 [ 0.14535598  0.11730974 -0.24196629 -0.10183458  0.11870722 -0.28765139
   0.00612756 -0.1678697  -0.01123316 -0.19390361]
 [ 0.20857902 -0.13559093  0.05956387 -0.02677614  0.04364726 -0.02873598
  -0.02275206 -0.13683173  0.10699994 -0.18042136]
 [-0.10562423 -0.0185109   0.1195955   0.10786715  0.00961267 -0.11008506
   0.23355758 -0.07672444  0.18374423 -0.00386186]
 [ 0.02974532 -0.08864944  0.21990232 -0.20720055  0.03936438  0.10208911
  -0.02970032 -0.1122405   0.04429902  0.26977243]]
[[ 0.45643417]
 [ 1.1976665 ]
 [ 0.22701177]
 [ 0.65434307]
 [-2.09623716]
 [-0.2420857 ]
 [-1.32306824]
 [ 0.0070069 ]
 [ 0.50248951]
 [ 0.70125509]]
Progress: 12.8% ... Training loss: 0.367 ... Validation loss: 0.592[[ 0.15982093  0.2741649  -0.11436073  0.10708133 -0.57496823 -0.068189
  -0.10497212  0.1251613  -0.0859145   0.20956938]
 [ 0.01718163  0.17740478 -0.01900598  0.04155793  0.09098629 -0.0065208
   0.29191317  0.04135432  0.14018734 -0.02585647]
 [ 0.20770815  0.42804661  0.03805215  0.14246548 -0.00428551 -0.07179772
  -0.54312763 -0.0323185   0.12191839  0.38474903]
 [-0.04269765 -0.35236619 -0.25120543 -0.01519886  0.10063106  0.17793873
   0.18874816  0.05557907 -0.00340431  0.04643123]
 [ 0.00360166  0.22098224 -0.14523262  0.05114079  0.08564796 -0.1823878
  -0.010043   -0.1201263  -0.18741583  0.04863572]
 [-0.3478697  -0.28215017 -0.28683762  0.14224578  0.14886182  0.05174728
  -0.0082829  -0.03487184 -0.00955062  0.03233191]
 [-0.00759182 -0.14300583  0.00790051  0.09309808 -0.05196561 -0.0700051
   0.17248208 -0.18879234  0.17809482  0.03648399]
 [ 0.11639151 -0.19132638  0.03327574 -0.06481648  0.15780726 -0.04419187
   0.02751115  0.12348261  0.06944504 -0.00958101]
 [-0.1498231  -0.0113395  -0.29728931  0.00721197 -0.11597317  0.06026782
  -0.28595935 -0.02655905  0.28073877 -0.08983899]
 [ 0.05707166 -0.20586099  0.08561607  0.01873917  0.16960367 -0.10084589
   0.0197843  -0.0973529  -0.01201727  0.14020508]
 [-0.07848786  0.11309099 -0.00180775 -0.16062313  0.02698869  0.02705814
   0.07100359 -0.10153801 -0.02481233 -0.12514185]
 [-0.07503054  0.05833747 -0.05476703  0.03463101  0.21317509  0.08519606
  -0.09422466 -0.01398538 -0.13278021 -0.15593227]
 [-0.15560304  0.00722607  0.06263194  0.02375873 -0.17726577 -0.22048318
  -0.18189098 -0.1969164   0.08875843  0.1764013 ]
 [-0.20643147 -0.11211608  0.12355787  0.28008993 -0.15993616 -0.08680796
  -0.15207863 -0.25471672 -0.1996061   0.02030739]
 [ 0.1150089  -0.04091388 -0.01912629  0.11193411 -0.00567299 -0.08083261
   0.10424916  0.00441391  0.02694475  0.01933244]
 [ 0.03038112 -0.04298516 -0.21407939  0.13715595 -0.03752549  0.0926449
  -0.07971639 -0.02004555 -0.1037148  -0.01236427]
 [-0.12980917 -0.06072302 -0.20774819  0.1452844  -0.00258326  0.13878149
   0.02096177 -0.25034471  0.05812577 -0.21188381]
 [-0.0701611  -0.02827963  0.27658154  0.0998925   0.11353911 -0.06234761
  -0.13657285  0.12123754  0.06928518  0.03550048]
 [ 0.04089415 -0.02881851  0.08186797  0.07428715  0.12932793 -0.01382558
   0.28070625  0.12028183 -0.04949434 -0.07871216]
 [-0.00385327 -0.17542848 -0.29549195 -0.06360169  0.2863806  -0.08475098
   0.20087482  0.16442386  0.09479492 -0.04465933]
 [ 0.05293996  0.02328417 -0.11875077  0.04316153 -0.08954929  0.32541485
   0.23960651  0.20576783 -0.16628489 -0.05217109]
 [ 0.02679051  0.03605915  0.13213582  0.13718363 -0.10767571  0.09569464
  -0.23699533 -0.03956779  0.2311228   0.11645632]
 [ 0.10158299  0.06641424 -0.05246594 -0.11368034 -0.08405872 -0.32636972
   0.11797795  0.00845719  0.13415674  0.08036532]
 [-0.09753262  0.0222876  -0.01515107  0.02329402  0.00803144 -0.20273537
  -0.09394312 -0.01949039  0.01456189  0.13002892]
 [-0.12875643 -0.01279184 -0.19017471  0.01731348 -0.31436744 -0.01183607
  -0.06323233 -0.02241218  0.01975965  0.0868248 ]
 [ 0.0013629   0.02730878 -0.05934993 -0.08371524  0.39065543  0.26053913
   0.43737458  0.11481553 -0.14759825 -0.32348028]
 [ 0.02113418 -0.24269973 -0.01140425 -0.02056503  0.49729848  0.0825338
   0.37889     0.09350585  0.06863862 -0.32084029]
 [ 0.03992183 -0.31412315 -0.02902607 -0.06762675  0.55093189  0.00968923
   0.36681021  0.05020435 -0.3307042  -0.17197999]
 [-0.12224091 -0.44018327  0.01273866 -0.13931759  0.57011329 -0.11216625
   0.46216186 -0.07982935 -0.01865632  0.14218917]
 [-0.24803789 -0.25646805  0.07364007  0.0039867   0.76558338  0.1244302
   0.27514767  0.04988746 -0.04903721 -0.08149124]
 [-0.13786975 -0.10915327  0.27992325 -0.15651408  0.39471072 -0.07402748
   0.48723377  0.01696303 -0.18857449  0.05860964]
 [-0.08689652 -0.09961126 -0.16103539 -0.04408561  0.31130796 -0.24918092
   0.05057589  0.17193377  0.03382043 -0.06014933]
 [ 0.11349284  0.23007282  0.16439195 -0.08990802 -0.07838793  0.05024393
  -0.13985829  0.28466038  0.07447811  0.17248805]
 [ 0.32801576  0.25524824 -0.09336692  0.28942    -0.85023839 -0.27828693
  -0.40991107  0.17727279  0.35792171 -0.07345135]
 [ 0.05632697  0.16913071  0.25672296  0.26456633 -0.09825367 -0.19941885
  -0.2008109  -0.13196508 -0.12940598 -0.27204573]
 [ 0.03673756 -0.01528014 -0.11157791 -0.03484903  0.19672356  0.03576867
  -0.04348147 -0.18324765  0.04970547  0.22817042]
 [-0.01118196 -0.08358201 -0.0718026  -0.06791105  0.04210152 -0.16837285
   0.12164757  0.00964812  0.02478937 -0.00798352]
 [ 0.01281939  0.02157546  0.23791608  0.05132565 -0.15408409 -0.12491792
   0.16414946  0.03944679 -0.20395765  0.08920176]
 [ 0.0462945  -0.03719007  0.09664106 -0.02873273 -0.12407337  0.08330743
   0.13970246 -0.27178235 -0.0448855  -0.12388479]
 [-0.03342926  0.02499367  0.07459441 -0.06149682  0.06749679  0.19330485
   0.16258602  0.11750874 -0.04519427  0.14664432]
 [ 0.21722157  0.04740917  0.0274108   0.07675055  0.07256191 -0.01948542
  -0.14244266  0.14802289 -0.05769015 -0.02164574]
 [ 0.00389676 -0.11766338 -0.00130249 -0.01451095 -0.23553594 -0.10336096
  -0.10246486  0.03949979  0.07841004  0.1424226 ]
 [-0.03592264  0.41236419  0.08205129  0.30256999 -0.77083691 -0.27077434
  -0.49074138 -0.07676803  0.19584262  0.23048679]
 [ 0.11837927  0.41295924  0.03110865  0.32759418 -0.56604508 -0.05075532
  -0.3171154   0.14791265  0.12715447  0.41184463]
 [ 0.24081847  0.24812651  0.23503724  0.11007763 -0.2957347   0.09339154
  -0.15143514  0.16186204  0.2113407   0.04480739]
 [-0.08429818  0.18736115  0.23624886 -0.00153794  0.01758851  0.1373443
  -0.06432386 -0.01553421 -0.04732516  0.03448198]
 [-0.10036087 -0.01557645  0.02354618  0.08653642 -0.03202763  0.11891273
   0.26751002  0.02031699 -0.28010389 -0.09908763]
 [-0.20633826  0.01713383 -0.08684398 -0.32624474  0.12275167  0.11379305
   0.06328286  0.10428418 -0.19403474  0.05068912]
 [ 0.04298976 -0.27554361 -0.11121525 -0.115456    0.22526481  0.01029923
   0.07423705  0.15445635 -0.12876407 -0.17028908]
 [ 0.15696305 -0.11683971 -0.13420053  0.00706246  0.12161162 -0.06526533
  -0.05092498 -0.14768973  0.1397278  -0.08898798]
 [-0.12178325  0.16883851  0.25581278 -0.03018669  0.17782145  0.09203124
  -0.02439486 -0.29859014 -0.12902046 -0.06225207]
 [-0.35561794  0.10284227  0.00806579 -0.03545243  0.13908997 -0.1660298
  -0.04574624  0.23534982 -0.10065558  0.07735105]
 [ 0.14549443  0.11778963 -0.24189374 -0.10161814  0.11875035 -0.28777414
   0.00560783 -0.16786604 -0.0110288  -0.19373638]
 [ 0.20921259 -0.1340964   0.05991524 -0.0258841   0.04176261 -0.02909738
  -0.02370901 -0.13682092  0.10763981 -0.17956259]
 [-0.1059311  -0.01934103  0.11944318  0.10741586  0.01101284 -0.10994753
   0.23445021 -0.0767287   0.18340363 -0.00429988]
 [ 0.02935373 -0.08956655  0.21970788 -0.20776955  0.04121612  0.10229388
  -0.02869856 -0.11224676  0.0438769   0.26924712]]
[[  4.49905971e-01]
 [  1.18853305e+00]
 [  2.16305463e-01]
 [  6.45050885e-01]
 [ -2.11145790e+00]
 [ -2.50845305e-01]
 [ -1.33700785e+00]
 [ -2.01304755e-03]
 [  4.96437273e-01]
 [  6.91216430e-01]]
Progress: 12.8% ... Training loss: 0.361 ... Validation loss: 0.589[[ 0.15957832  0.27290741 -0.11440934  0.10686312 -0.57381269 -0.06810125
  -0.10416716  0.12516193 -0.08596218  0.20902968]
 [ 0.01701197  0.17693858 -0.01908924  0.041303    0.09182407 -0.00642519
   0.29238922  0.04135508  0.14000689 -0.02613532]
 [ 0.2060452   0.42502066  0.03731053  0.13999381  0.00362745 -0.07082975
  -0.53860022 -0.03231117  0.12014312  0.38201503]
 [-0.04243963 -0.35166986 -0.25112757 -0.01493541  0.09943093  0.17788913
   0.18774976  0.05557846 -0.0031595   0.04688915]
 [ 0.00400416  0.22110565 -0.14515484  0.05155336  0.08512239 -0.18257695
  -0.01085729 -0.12012745 -0.18721283  0.04897326]
 [-0.34744686 -0.28196787 -0.28664214  0.14302116  0.1467824   0.05143958
  -0.00913611 -0.03487425 -0.0090237   0.03293939]
 [-0.00774612 -0.14402016  0.00783374  0.09279458 -0.05025868 -0.0698813
   0.17327244 -0.18879117  0.17795077  0.03629546]
 [ 0.11707956 -0.1894884   0.03363942 -0.06368823  0.15441448 -0.04464073
   0.02565429  0.12347876  0.07034318 -0.00867697]
 [-0.15012314 -0.01223896 -0.29741041  0.00677661 -0.11547574  0.06041829
  -0.285167   -0.02655772  0.28045752 -0.09030635]
 [ 0.05663421 -0.20781659  0.08548093  0.01835489  0.1708925  -0.10072904
   0.02163332 -0.09735196 -0.01230812  0.13963898]
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 [-0.07519654  0.0576761  -0.05483442  0.03436415  0.21378816  0.08529996
  -0.09376203 -0.01398453 -0.13295482 -0.15617383]
 [-0.15560304  0.00722607  0.06263194  0.02375873 -0.17726577 -0.22048318
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 [-0.20665954 -0.11301058  0.12347108  0.27988873 -0.15921537 -0.08672187
  -0.15140774 -0.25471603 -0.19981441  0.02001229]
 [ 0.11527651 -0.04051696 -0.01900829  0.11234633 -0.0067155  -0.08101441
   0.10378539  0.0044125   0.02726332  0.01968227]
 [ 0.03079237 -0.04195508 -0.21390098  0.13771558 -0.03875781  0.0924236
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 [-0.12866375 -0.0583445  -0.20720126  0.14694477 -0.00773706  0.1381493
   0.01787525 -0.25034963  0.05943685 -0.21012961]
 [-0.07072316 -0.02977856  0.27632572  0.09908062  0.11621527 -0.06203361
  -0.13488034  0.12124011  0.06867273  0.03466838]
 [ 0.03999787 -0.03113038  0.0814397   0.07297033  0.13351814 -0.01331389
   0.28333149  0.12028593 -0.05048899 -0.08004513]
 [-0.00345673 -0.17423884 -0.295302   -0.06300901  0.2843753  -0.08496692
   0.19971852  0.16442184  0.09526419 -0.04421269]
 [ 0.05276458  0.02263372 -0.11879721  0.04296593 -0.08863232  0.32546927
   0.24036618  0.20576825 -0.16640728 -0.05248888]
 [ 0.02671366  0.03591391  0.13209453  0.13710905 -0.10745296  0.09571688
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 [ 0.101957    0.0671573  -0.05226763 -0.11315056 -0.08605999 -0.32658004
   0.11694303  0.00845548  0.13451873  0.08090417]
 [-0.09741105  0.02260633 -0.01508735  0.02348687  0.00740344 -0.20280916
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  -0.0628683  -0.02241159  0.01964244  0.08667284]
 [ 0.00086727  0.02604592 -0.05960454 -0.08447654  0.39304422  0.26083568
   0.43893888  0.11481785 -0.14817174 -0.32428735]
 [ 0.02073503 -0.24371154 -0.01160275 -0.02115836  0.4992011   0.08276601
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 [ 0.04026968 -0.31352989 -0.02886035 -0.06710888  0.54962702  0.00949308
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 [-0.24845795 -0.25768554  0.07347     0.00346102  0.76751025  0.12464113
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   0.48839674  0.01696479 -0.18900496  0.05801576]
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 [ 0.11379284  0.23062757  0.16455075 -0.08945268 -0.07983195  0.05007852
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 [ 0.05664798  0.16993598  0.2568839   0.26504641 -0.09983829 -0.19960772
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 [ 0.03669683 -0.01536445 -0.11159221 -0.03488738  0.19682842  0.03578342
  -0.04335024 -0.18324752  0.0496774   0.22809991]
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 [ 0.01343872  0.02322228  0.23822238  0.05226249 -0.15715632 -0.1252745
   0.16229933  0.03944389 -0.2032357   0.09004465]
 [ 0.04658573 -0.03650015  0.09676919 -0.02833923 -0.12534725  0.08315352
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 [-0.03348523  0.02484575  0.07456832 -0.06157718  0.06776204  0.19333634
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 [ 0.21775423  0.04845897  0.02765515  0.07750758  0.07017276 -0.01977066
  -0.14384678  0.14802078 -0.05711133 -0.02085144]
 [ 0.00402746 -0.11731222 -0.00124181 -0.01431423 -0.23610653 -0.10343519
  -0.10277089  0.03949913  0.07855629  0.14259378]
 [-0.03637272  0.41116348  0.08185021  0.30190778 -0.76872892 -0.27055767
  -0.48950163 -0.07676614  0.19535038  0.22979017]
 [ 0.11937548  0.41515736  0.03162034  0.32909062 -0.57061604 -0.05135471
  -0.31997176  0.14790772  0.12838743  0.4133079 ]
 [ 0.24059482  0.24749937  0.23491064  0.10975492 -0.29474769  0.09352297
  -0.15063141  0.16186312  0.21105206  0.04445195]
 [-0.08428017  0.18736479  0.23626627 -0.0014822   0.01742081  0.13732088
  -0.06441886 -0.01553446 -0.04727689  0.03453963]
 [-0.10044991 -0.0157957   0.02350143  0.08640485 -0.0316047   0.11896108
   0.26778323  0.02031741 -0.28020434 -0.0992309 ]
 [-0.20665691  0.01619506 -0.08699377 -0.32670741  0.12416994  0.11396329
   0.06414807  0.1042855  -0.19435842  0.05022903]
 [ 0.04271387 -0.27637747 -0.11136446 -0.11587074  0.22662328  0.01045577
   0.07514708  0.15445762 -0.12907519 -0.17073162]
 [ 0.1558782  -0.12003573 -0.13474554  0.00548392  0.12633427 -0.06464802
  -0.04761506 -0.14768468  0.13854407 -0.09066491]
 [-0.12206252  0.16809604  0.25567929 -0.03056696  0.17894836  0.09216608
  -0.02346447 -0.29858905 -0.12930465 -0.06268888]
 [-0.35558759  0.10292164  0.008087   -0.03538863  0.13886066 -0.16605122
  -0.04587744  0.23534961 -0.1006081   0.07739757]
 [ 0.14565428  0.1177419  -0.24185666 -0.1014546   0.11836912 -0.28783471
   0.00534989 -0.16786663 -0.01082845 -0.19360602]
 [ 0.20943561 -0.13362241  0.06009762 -0.02537394  0.0405996  -0.0293075
  -0.02425939 -0.13682264  0.10800539 -0.17916155]
 [-0.10533141 -0.01796053  0.11973836  0.10827713  0.00884486 -0.11027664
   0.23283697 -0.07673143  0.18410112 -0.00342189]
 [ 0.03036149 -0.08740773  0.22022181 -0.20624476  0.03604025  0.10168064
  -0.03151347 -0.11225139  0.04503369  0.27076057]]
[[  4.53771216e-01]
 [  1.19203074e+00]
 [  2.19669623e-01]
 [  6.49008433e-01]
 [ -2.11013022e+00]
 [ -2.47364308e-01]
 [ -1.33239993e+00]
 [  1.52826713e-03]
 [  5.00425184e-01]
 [  6.95018717e-01]]
Progress: 12.8% ... Training loss: 0.360 ... Validation loss: 0.589[[  1.57859837e-01   2.67967260e-01  -1.15211494e-01   1.04293344e-01
   -5.64451919e-01  -6.72675583e-02  -9.84768015e-02   1.25156514e-01
   -8.77517932e-02   2.06214707e-01]
 [  1.66442965e-02   1.76026692e-01  -1.92704805e-02   4.08451638e-02
    9.31183393e-02  -6.24902134e-03   2.93489528e-01   4.13539541e-02
    1.39589172e-01  -2.66827068e-02]
 [  2.07908860e-01   4.30283316e-01   3.83125617e-02   1.42278869e-01
   -4.04725437e-03  -7.17681583e-02  -5.44417702e-01  -3.23049209e-02
    1.22206562e-01   3.84703727e-01]
 [ -3.85966082e-02  -3.42628253e-01  -2.49167340e-01  -8.85024782e-03
    7.96287905e-02   1.75769553e-01   1.76872210e-01   5.55918534e-02
    1.20691794e-03   5.30320423e-02]
 [  1.38340494e-03   2.15260152e-01  -1.46436354e-01   4.81081508e-02
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   -1.89719467e-01   4.48318633e-02]
 [ -3.48116838e-01  -2.84524739e-01  -2.87000918e-01   1.42189111e-01
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   -9.74083802e-03   3.18560100e-02]
 [ -7.90201467e-03  -1.44205521e-01   7.72838460e-03   9.24222666e-02
   -4.85679532e-02  -6.97892841e-02   1.73887995e-01  -1.88791559e-01
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 [  1.18258736e-01  -1.86978211e-01   3.42918606e-02  -6.19959574e-02
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 [ -1.50065579e-01  -1.20781949e-02  -2.97385015e-01   6.87985281e-03
   -1.15748585e-01   6.03784857e-02  -2.85421545e-01  -2.65574201e-02
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 [  5.60499753e-02  -2.09485332e-01   8.52151439e-02   1.74995521e-02
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   -1.28724435e-02   1.38555605e-01]
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   -2.23267668e-02  -1.22255791e-01]
 [ -7.51620875e-02   5.75286078e-02  -5.47974709e-02   3.44787248e-02
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   -1.32857388e-01  -1.56030650e-01]
 [ -1.55603045e-01   7.22607358e-03   6.26319396e-02   2.37587273e-02
   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
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 [ -2.07230894e-01  -1.14480763e-01   1.23187117e-01   2.79140352e-01
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   -2.00417487e-01   1.91153977e-02]
 [  1.15226449e-01  -4.10185859e-02  -1.90356920e-02   1.12286048e-01
   -6.44989569e-03  -8.10245381e-02   1.04230368e-01   4.41242139e-03
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 [  3.09667699e-02  -4.18666843e-02  -2.13833735e-01   1.38044766e-01
   -3.91620932e-02   9.22911261e-02  -8.11107108e-02  -2.00466013e-02
   -1.03026576e-01  -1.14768827e-02]
 [ -1.29337412e-01  -5.97698908e-02  -2.07544944e-01   1.45905377e-01
   -3.82677354e-03   1.38516043e-01   1.99159469e-02  -2.50351684e-01
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 [ -7.02551085e-02  -2.86558179e-02   2.76546564e-01   9.97324883e-02
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 [  3.99713875e-02  -3.13143730e-02   8.14177709e-02   7.28541019e-02
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   -5.05649506e-02  -8.01685632e-02]
 [ -3.55894061e-03  -1.74090587e-01  -2.95337847e-01  -6.31633274e-02
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 [  5.36145039e-02   2.37802228e-02  -1.18350271e-01   4.41457318e-02
   -9.18983013e-02   3.24995098e-01   2.38513472e-01   2.05771229e-01
   -1.65363810e-01  -5.14010885e-02]
 [  2.72618940e-02   3.74397847e-02   1.32384079e-01   1.37952854e-01
   -1.10142306e-01   9.53873701e-02  -2.38113187e-01  -3.95654048e-02
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 [  1.02285298e-01   6.79771311e-02  -5.21036008e-02  -1.12659782e-01
   -8.76534013e-02  -3.26759355e-01   1.16070972e-01   8.45663094e-03
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 [ -9.74815625e-02   2.24376801e-02  -1.51142390e-02   2.33957730e-02
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 [ -1.29341398e-01  -1.44143512e-02  -1.90475326e-01   1.64361916e-02
   -3.12099067e-01  -1.15081104e-02  -6.14273570e-02  -2.24132331e-02
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 [ -3.72134359e-05   2.39011094e-02  -6.00464020e-02  -8.57828516e-02
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   -1.49140021e-01  -3.25680520e-01]
 [  2.05363555e-02  -2.44142612e-01  -1.17006771e-02  -2.14516061e-02
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    6.79926435e-02  -3.21781623e-01]
 [  4.03151305e-02  -3.13569401e-01  -2.88453750e-02  -6.70284710e-02
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   -3.30292443e-01  -1.71419078e-01]
 [ -1.22801865e-01  -4.41606972e-01   1.24724335e-02  -1.40089031e-01
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   -1.92804830e-02   1.41417895e-01]
 [ -2.48797817e-01  -2.58596338e-01   7.33025563e-02   2.95489457e-03
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   -4.98373857e-02  -8.26549144e-02]
 [ -1.38319103e-01  -1.10232484e-01   2.79715694e-01  -1.57137628e-01
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   -1.89057794e-01   5.79988524e-02]
 [ -8.66917891e-02  -9.93087965e-02  -1.60932686e-01  -4.37728079e-02
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 [  1.13892324e-01   2.30820898e-01   1.64596867e-01  -8.93172440e-02
   -8.02599886e-02   5.00276096e-02  -1.41149459e-01   2.84659385e-01
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 [  3.28352914e-01   2.56358684e-01  -9.31776492e-02   2.90056614e-01
   -8.52531852e-01  -2.78519498e-01  -4.10797132e-01   1.77272560e-01
    3.58344769e-01  -7.28566597e-02]
 [  5.67248593e-02   1.70098975e-01   2.56927152e-01   2.65179294e-01
   -1.00224140e-01  -1.99657220e-01  -2.01945072e-01  -1.31966270e-01
   -1.28923229e-01  -2.71500595e-01]
 [  3.68009571e-02  -1.51500866e-02  -1.11543645e-01  -3.47299239e-02
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 [ -1.05130267e-02  -8.21620944e-02  -7.14724705e-02  -6.69599652e-02
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    2.54981265e-02  -6.96658315e-03]
 [  1.34036707e-02   2.31670451e-02   2.38205392e-01   5.22144907e-02
   -1.56991164e-01  -1.25259389e-01   1.62404955e-01   3.94437926e-02
   -2.03264222e-01   8.99938452e-02]
 [  4.60246470e-02  -3.79148449e-02   9.64867429e-02  -2.91922573e-02
   -1.22632032e-01   8.34746111e-02   1.40477769e-01  -2.71785372e-01
   -4.52492999e-02  -1.24350997e-01]
 [ -3.38144021e-02   2.41710204e-02   7.44019972e-02  -6.20575763e-02
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   -4.56304169e-02   1.46040419e-01]
 [  2.17532832e-01   4.79007410e-02   2.75538279e-02   7.72246547e-02
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   -5.73504761e-02  -2.11908578e-02]
 [  4.19264664e-03  -1.16721402e-01  -1.15462074e-03  -1.40427272e-02
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 [ -3.59359446e-02   4.11706850e-01   8.20235551e-02   3.02305460e-01
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 [  1.21413156e-01   4.19772786e-01   3.26748143e-02   3.32043818e-01
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 [  2.40910861e-01   2.48415210e-01   2.35086312e-01   1.10279549e-01
   -2.96436962e-01   9.33317673e-02  -1.51649761e-01   1.61864356e-01
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 [ -8.40669610e-02   1.87956360e-01   2.36355947e-01  -1.19056221e-03
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   -4.70540506e-02   3.48330498e-02]
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   -2.80300581e-01  -9.93573279e-02]
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   -1.95124698e-01   4.91791690e-02]
 [  4.26468676e-02  -2.76648828e-01  -1.11417142e-01  -1.15957162e-01
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   -1.29145814e-01  -1.70845299e-01]
 [  1.55473666e-01  -1.21035131e-01  -1.34946803e-01   4.98102838e-03
    1.27982888e-01  -6.44380567e-02  -4.62033016e-02  -1.47685878e-01
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 [ -1.21777404e-01   1.68875833e-01   2.55819388e-01  -2.99991554e-02
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   -1.29017591e-01  -6.21987201e-02]
 [ -3.54805665e-01   1.04327380e-01   8.46395956e-03  -3.43753209e-02
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   -9.97139944e-02   7.83022321e-02]
 [  1.46115853e-01   1.19016444e-01  -2.41572098e-01  -1.00666867e-01
    1.16023407e-01  -2.88177143e-01   4.20276721e-03  -1.67864452e-01
   -1.02035228e-02  -1.92950329e-01]
 [  2.08356492e-01  -1.36334479e-01   5.95521586e-02  -2.69727284e-02
    4.57008285e-02  -2.87146722e-02  -2.11947600e-02  -1.36826293e-01
    1.06765968e-01  -1.80884669e-01]
 [ -1.04900858e-01  -1.76870178e-02   1.19941514e-01   1.08760345e-01
    8.03258027e-03  -1.10473603e-01   2.32134271e-01  -7.67299781e-02
    1.84617386e-01  -2.88813547e-03]
 [  3.02968277e-02  -8.75011050e-02   2.20177461e-01  -2.06403976e-01
    3.63129930e-02   1.01690569e-01  -3.16875872e-02  -1.12251753e-01
    4.49303577e-02   2.70831196e-01]]
[[ 0.45743949]
 [ 1.1957468 ]
 [ 0.22238944]
 [ 0.65294494]
 [-2.11048641]
 [-0.24428685]
 [-1.33421763]
 [ 0.00702013]
 [ 0.50634792]
 [ 0.70140753]]
Progress: 12.9% ... Training loss: 0.359 ... Validation loss: 0.587[[  1.57549472e-01   2.66906056e-01  -1.15435323e-01   1.03657142e-01
   -5.62189210e-01  -6.71418255e-02  -9.76624465e-02   1.25151968e-01
   -8.81002623e-02   2.05569225e-01]
 [  1.65077630e-02   1.75678687e-01  -1.93387409e-02   4.06404148e-02
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    1.39439389e-01  -2.68998067e-02]
 [  2.09576581e-01   4.34607317e-01   3.90723899e-02   1.44452511e-01
   -1.19354331e-02  -7.25907089e-02  -5.48875976e-01  -3.22808580e-02
    1.23952697e-01   3.86905069e-01]
 [ -3.86501849e-02  -3.41761745e-01  -2.49052577e-01  -8.66292612e-03
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    1.16265028e-03   5.31882229e-02]
 [ -3.39434037e-03   2.02742299e-01  -1.48678837e-01   4.12527498e-02
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   -1.94911785e-01   3.75097924e-02]
 [ -3.48112109e-01  -2.84822794e-01  -2.87036760e-01   1.42229775e-01
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   -9.65788972e-03   3.18663782e-02]
 [ -8.00058062e-03  -1.44937678e-01   7.69259817e-03   9.21735536e-02
   -4.78608006e-02  -6.97456234e-02   1.74191351e-01  -1.88791897e-01
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 [  3.00403493e-02  -8.78751566e-02   2.20014907e-01  -2.06869532e-01
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[[ 0.45938931]
 [ 1.19733852]
 [ 0.22278758]
 [ 0.65393489]
 [-2.11519569]
 [-0.24496244]
 [-1.33852424]
 [ 0.00983556]
 [ 0.5100796 ]
 [ 0.70497264]]
Progress: 12.9% ... Training loss: 0.359 ... Validation loss: 0.583[[  1.56834157e-01   2.64348232e-01  -1.15686897e-01   1.02518190e-01
   -5.57614994e-01  -6.66447480e-02  -9.50082094e-02   1.25137846e-01
   -8.88195187e-02   2.04370792e-01]
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 [  2.06630546e-01   4.28060818e-01   3.75773875e-02   1.39846126e-01
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    1.20530334e-01   3.82368199e-01]
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 [ -3.35432204e-03   2.02573467e-01  -1.48522576e-01   4.12635431e-02
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   -9.06637615e-03   3.26530684e-02]
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   -1.33319336e-01  -1.56728568e-01]
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   -1.02352006e-01  -1.06451864e-02]
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   -1.50373445e-01  -3.27341500e-01]
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 [  5.61075168e-02   1.68448348e-01   2.56639088e-01   2.64254483e-01
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   -1.29629117e-01  -2.72415335e-01]
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   -4.49563306e-02  -1.23929497e-01]
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   -4.56332484e-02   1.45975551e-01]
 [  2.17857438e-01   4.87491940e-02   2.77114253e-02   7.77023214e-02
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   -5.70151666e-02  -2.07574089e-02]
 [  4.83956445e-03  -1.15230155e-01  -8.40040841e-04  -1.31209245e-02
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 [  4.15742620e-02  -2.79582199e-01  -1.11966545e-01  -1.17580961e-01
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   -1.27673270e-01  -6.04884170e-02]
 [ -3.55481053e-01   1.02307900e-01   8.16393519e-03  -3.54065411e-02
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   -1.00483419e-01   7.72986274e-02]
 [  1.46352949e-01   1.19325212e-01  -2.41458692e-01  -1.00437754e-01
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   -9.99987270e-03  -1.92626881e-01]
 [  2.07015069e-01  -1.40147874e-01   5.88967386e-02  -2.90520356e-02
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 [ -1.04740479e-01  -1.75397170e-02   1.20001643e-01   1.08871266e-01
    7.72342871e-03  -1.10541496e-01   2.31529762e-01  -7.67308212e-02
    1.84757454e-01  -2.68302590e-03]
 [  3.00560958e-02  -8.86129313e-02   2.20008499e-01  -2.06894735e-01
    3.72111265e-02   1.01878267e-01  -3.09419463e-02  -1.12258869e-01
    4.46254592e-02   2.70438246e-01]]
[[  4.52167597e-01]
 [  1.19217920e+00]
 [  2.16152039e-01]
 [  6.47692415e-01]
 [ -2.12915220e+00]
 [ -2.50945675e-01]
 [ -1.34629241e+00]
 [  1.84654047e-03]
 [  5.03949043e-01]
 [  6.96058961e-01]]
Progress: 13.0% ... Training loss: 0.357 ... Validation loss: 0.586[[  1.57704590e-01   2.66131349e-01  -1.15184645e-01   1.03827118e-01
   -5.61219909e-01  -6.71296869e-02  -9.65959394e-02   1.25142014e-01
   -8.76943700e-02   2.05665561e-01]
 [  1.68474002e-02   1.76539722e-01  -1.91804580e-02   4.11301694e-02
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    1.39810523e-01  -2.64124357e-02]
 [  2.05541714e-01   4.26295386e-01   3.71164563e-02   1.38197499e-01
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    1.19442208e-01   3.80991217e-01]
 [ -4.11354718e-02  -3.48225616e-01  -2.50311557e-01  -1.19557376e-02
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   -1.78457254e-03   4.93210828e-02]
 [ -1.75655354e-03   2.06488349e-01  -1.47767160e-01   4.35369953e-02
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   -1.92909157e-01   3.98619712e-02]
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   -7.67526520e-03   3.44048900e-02]
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 [  5.70769359e-02  -2.09201145e-01   8.57639853e-02   1.87312758e-02
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   -2.43869244e-02  -1.25038682e-01]
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   -1.33045138e-01  -1.56457787e-01]
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   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
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   -1.02198921e-01  -1.04963612e-02]
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 [  3.94463098e-02  -3.27560756e-02   8.11653049e-02   7.20036969e-02
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   -5.11530161e-02  -8.08952286e-02]
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 [  5.29181745e-02   2.14117447e-02  -1.18713113e-01   4.30808748e-02
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   -1.66118047e-01  -5.24657507e-02]
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 [  3.99556427e-02  -3.14679282e-01  -2.90374387e-02  -6.75711160e-02
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   -3.30707088e-01  -1.71980253e-01]
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   -5.21779296e-02  -8.58662574e-02]
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 [  3.29657669e-01   2.59281614e-01  -9.26380964e-02   2.91745408e-01
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 [  5.63027409e-02   1.68984490e-01   2.56737363e-01   2.64534180e-01
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 [  3.67866744e-02  -1.54960010e-02  -1.11569791e-01  -3.47821962e-02
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   -4.51031520e-02  -1.24128117e-01]
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   -4.54839858e-02   1.46198927e-01]
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   -5.69736317e-02  -2.07093074e-02]
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   -2.99103337e-01   9.29928303e-02  -1.53355402e-01   1.61869586e-01
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 [ -8.40321288e-02   1.87958526e-01   2.36369115e-01  -1.15280255e-03
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   -4.70119450e-02   3.48628284e-02]
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   -2.80470470e-01  -9.95801398e-02]
 [ -2.07704349e-01   1.35072824e-02  -8.74851680e-02  -3.28202978e-01
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   -1.95494557e-01   4.86747485e-02]
 [  4.16136570e-02  -2.79569159e-01  -1.11943607e-01  -1.17524672e-01
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   -1.30335920e-01  -1.72513834e-01]
 [  1.55459311e-01  -1.21177222e-01  -1.34844309e-01   5.22852306e-03
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    1.38223693e-01  -9.13779981e-02]
 [ -1.20196373e-01   1.72211090e-01   2.56630407e-01  -2.75987539e-02
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   -1.27118946e-01  -5.99098092e-02]
 [ -3.55724730e-01   1.01903650e-01   8.06482117e-03  -3.58064206e-02
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   -1.00796775e-01   7.69626817e-02]
 [  1.46014333e-01   1.18285862e-01  -2.41610795e-01  -1.00876997e-01
    1.16968628e-01  -2.88136129e-01   4.94150538e-03  -1.67863489e-01
   -1.03083946e-02  -1.93199404e-01]
 [  2.07585467e-01  -1.39023573e-01   5.91731169e-02  -2.82270522e-02
    4.99424749e-02  -2.82436929e-02  -1.83343243e-02  -1.36844899e-01
    1.05977371e-01  -1.82240366e-01]
 [ -1.04833908e-01  -1.77956784e-02   1.19973584e-01   1.08800651e-01
    8.02107338e-03  -1.10508165e-01   2.31774407e-01  -7.67310592e-02
    1.84692541e-01  -2.81464424e-03]
 [  2.94577342e-02  -9.03159601e-02   2.19740923e-01  -2.07751632e-01
    4.01024125e-02   1.02232644e-01  -2.88972918e-02  -1.12261272e-01
    4.39101820e-02   2.69588943e-01]]
[[ 0.45698905]
 [ 1.19929424]
 [ 0.22052156]
 [ 0.65419915]
 [-2.12964609]
 [-0.2490619 ]
 [-1.34576318]
 [ 0.00517767]
 [ 0.50761446]
 [ 0.70014489]]
Progress: 13.1% ... Training loss: 0.356 ... Validation loss: 0.582[[  1.59010634e-01   2.68826330e-01  -1.14390445e-01   1.06041615e-01
   -5.68097652e-01  -6.78296640e-02  -9.97714970e-02   1.25159637e-01
   -8.58338626e-02   2.07389015e-01]
 [  1.64835736e-02   1.75638970e-01  -1.93793193e-02   4.05728845e-02
    9.36988215e-02  -6.13755401e-03   2.93938993e-01   4.13512011e-02
    1.39425378e-01  -2.70047299e-02]
 [  2.07274270e-01   4.30459667e-01   3.80004402e-02   1.40736931e-01
   -1.96439625e-03  -7.12177208e-02  -5.42970921e-01  -3.23342647e-02
    1.21648697e-01   3.83276895e-01]
 [ -4.54638841e-02  -3.58532657e-01  -2.52499420e-01  -1.82979278e-02
    1.09337006e-01   1.79351033e-01   1.95984889e-01   5.55250420e-02
   -6.69357616e-03   4.30181492e-02]
 [  7.15293139e-04   2.11038186e-01  -1.46498517e-01   4.70782911e-02
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   -1.90090451e-01   4.31791441e-02]
 [ -3.45481817e-01  -2.79749128e-01  -2.85764836e-01   1.46156070e-01
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   -6.69238386e-03   3.56089774e-02]
 [ -8.89996594e-03  -1.49157313e-01   7.39956913e-03   9.07337993e-02
   -4.22047104e-02  -6.90170647e-02   1.77431830e-01  -1.88807318e-01
    1.76858680e-01   3.42342087e-02]
 [  1.17357636e-01  -1.88654904e-01   3.39758042e-02  -6.30240712e-02
    1.50909211e-01  -4.50458155e-02   2.61808427e-02   1.23462683e-01
    7.10872010e-02  -8.48021447e-03]
 [ -1.50946600e-01  -1.45461211e-02  -2.97711734e-01   5.68201069e-03
   -1.11547175e-01   6.08399932e-02  -2.82440045e-01  -2.65669052e-02
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 [  5.96094218e-02  -2.03341149e-01   8.71206777e-02   2.26974292e-02
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   -8.36361776e-03   1.43628204e-01]
 [ -7.89781076e-02   1.10009130e-01  -2.07757526e-03  -1.61271539e-01
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   -2.52271108e-02  -1.26405488e-01]
 [ -7.61556939e-02   5.46138989e-02  -5.51523284e-02   3.31296118e-02
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   -1.33942250e-01  -1.57703100e-01]
 [ -1.55603045e-01   7.22607358e-03   6.26319396e-02   2.37587273e-02
   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
    8.87584308e-02   1.76401303e-01]
 [ -2.07624120e-01  -1.15596075e-01   1.23038855e-01   2.78793428e-01
   -1.55713565e-01  -8.63404964e-02  -1.48499879e-01  -2.54728269e-01
   -2.00758713e-01   1.85706204e-02]
 [  1.16142056e-01  -3.95972034e-02  -1.86111729e-02   1.13610122e-01
   -1.05154825e-02  -8.14920389e-02   1.02330799e-01   4.42061848e-03
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 [  3.24914085e-02  -3.88922684e-02  -2.13145265e-01   1.40129261e-01
   -4.42870996e-02   9.14746534e-02  -8.44965884e-02  -2.00270064e-02
   -1.01266699e-01  -9.42063860e-03]
 [ -1.30026935e-01  -6.21030158e-02  -2.07786103e-01   1.44854320e-01
    2.69104582e-04   1.38939436e-01   2.22107316e-02  -2.50356334e-01
    5.78850963e-02  -2.12212869e-01]
 [ -7.13485073e-02  -3.20702606e-02   2.76033971e-01   9.80403314e-02
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    6.80297632e-02   3.36660583e-02]
 [  4.04386894e-02  -3.09448614e-02   8.16650811e-02   7.34373835e-02
    1.31820876e-01  -1.34026540e-02   2.81954141e-01   1.20293689e-01
   -4.99594542e-02  -7.95427749e-02]
 [ -2.50622755e-03  -1.71247258e-01  -2.94752747e-01  -6.14880440e-02
    2.78597148e-01  -8.55635179e-02   1.96410298e-01   1.64429464e-01
    9.63696329e-02  -4.26241961e-02]
 [  5.24247092e-02   2.02122697e-02  -1.18951494e-01   4.23722830e-02
   -8.63246086e-02   3.25623217e-01   2.42363749e-01   2.05748896e-01
   -1.66669913e-01  -5.32085712e-02]
 [  2.61189930e-02   3.54690880e-02   1.31937660e-01   1.36528854e-01
   -1.06453081e-01   9.58960397e-02  -2.34506068e-01  -3.95762427e-02
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 [  1.02978159e-01   6.97433388e-02  -5.17471860e-02  -1.11626689e-01
   -9.06768863e-02  -3.27126647e-01   1.14431548e-01   8.46729582e-03
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 [ -9.76825376e-02   2.19251708e-02  -1.51938734e-02   2.31459986e-02
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 [ -1.29429752e-01  -1.51959580e-02  -1.90483357e-01   1.63258599e-02
   -3.11327277e-01  -1.14579743e-02  -6.10774368e-02  -2.24132114e-02
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 [ -9.96056132e-04   2.11705663e-02  -6.05477863e-02  -8.71705076e-02
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   -1.50211381e-01  -3.27217324e-01]
 [  2.00682700e-02  -2.46096222e-01  -1.19239387e-02  -2.21122426e-02
    5.02236973e-01   8.31545089e-02   3.82548750e-01   9.35023001e-02
    6.75265354e-02  -3.22474705e-01]
 [  3.97604295e-02  -3.15299461e-01  -2.91329317e-02  -6.78459590e-02
    5.51741818e-01   9.75610388e-03   3.67831598e-01   5.01962577e-02
   -3.30928918e-01  -1.72278231e-01]
 [ -1.24940969e-01  -4.46899647e-01   1.14745310e-02  -1.43169988e-01
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   -2.16254450e-02   1.38267085e-01]
 [ -2.51049916e-01  -2.64458240e-01   7.22169959e-02  -2.06125521e-04
    7.78386755e-01   1.26025873e-01   2.84163453e-01   4.98538425e-02
   -5.22950144e-02  -8.60423466e-02]
 [ -1.40455342e-01  -1.15729856e-01   2.78683263e-01  -1.60257790e-01
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   -1.91418824e-01   5.48031269e-02]
 [ -8.74808418e-02  -1.01275037e-01  -1.61309403e-01  -4.48948452e-02
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    3.32135628e-02  -6.10075412e-02]
 [  1.15776913e-01   2.35705161e-01   1.65544765e-01  -8.64867504e-02
   -8.92488253e-02   4.89451587e-02  -1.46563565e-01   2.84679691e-01
    7.70710857e-02   1.76028997e-01]
 [  3.29124732e-01   2.58191579e-01  -9.28597322e-02   2.91063809e-01
   -8.55196912e-01  -2.78893582e-01  -4.13273346e-01   1.77291290e-01
    3.59192861e-01  -7.14799023e-02]
 [  5.60960701e-02   1.68435827e-01   2.56624436e-01   2.64217690e-01
   -9.71042680e-02  -1.99295307e-01  -2.00218931e-01  -1.31979524e-01
   -1.29687912e-01  -2.72511198e-01]
 [  3.64875303e-02  -1.61196485e-02  -1.11699485e-01  -3.51814080e-02
    1.97830177e-01   3.58883652e-02  -4.25995673e-02  -1.83252194e-01
    4.94641323e-02   2.27790477e-01]
 [ -1.05887325e-02  -8.21847088e-02  -7.14768200e-02  -6.70288122e-02
    3.94419419e-02  -1.68743960e-01   1.19816812e-01   9.64586600e-03
    2.54240122e-02  -7.02557258e-03]
 [  1.38424821e-02   2.43871894e-02   2.38419971e-01   5.28184750e-02
   -1.58732973e-01  -1.25508601e-01   1.61005018e-01   3.94524958e-02
   -2.02805554e-01   9.07183934e-02]
 [  4.63276457e-02  -3.72674686e-02   9.66081926e-02  -2.87992380e-02
   -1.23805352e-01   8.33244806e-02   1.39720182e-01  -2.71778995e-01
   -4.49466463e-02  -1.23941499e-01]
 [ -3.31570299e-02   2.60280695e-02   7.47260177e-02  -6.10551677e-02
    6.62401747e-02   1.93121557e-01   1.61756581e-01   1.17514411e-01
   -4.48750509e-02   1.46883103e-01]
 [  2.17834011e-01   4.90587201e-02   2.77670011e-02   7.78148366e-02
    6.90708455e-02  -1.99150501e-02  -1.43919971e-01   1.48024846e-01
   -5.69428898e-02  -2.06480123e-02]
 [  6.67841900e-03  -1.10658365e-01   7.37945499e-05  -1.04093673e-02
   -2.48386520e-01  -1.04838579e-01  -1.09767946e-01   3.95292841e-02
    8.15210592e-02   1.46428367e-01]
 [ -3.39277864e-02   4.15371316e-01   8.30922844e-02   3.04987560e-01
   -7.77567575e-01  -2.71702973e-01  -4.94799485e-01  -7.67482739e-02
    1.98128535e-01   2.33002668e-01]
 [  1.22834366e-01   4.22493839e-01   3.34110468e-02   3.33987214e-01
   -5.85638983e-01  -5.32181735e-02  -3.29099315e-01   1.47945167e-01
    1.32507358e-01   4.18037854e-01]
 [  2.41456484e-01   2.49804566e-01   2.35409791e-01   1.11236411e-01
   -2.99306769e-01   9.29493000e-02  -1.53373800e-01   1.61870238e-01
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 [ -8.30755056e-02   1.90278785e-01   2.36866197e-01   3.31214832e-04
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   -4.58623843e-02   3.63596646e-02]
 [ -1.00501307e-01  -1.58780003e-02   2.34727199e-02   8.64005354e-02
   -3.15900635e-02   1.18976507e-01   2.67955335e-01   2.03169258e-02
   -2.80241894e-01  -9.92781926e-02]
 [ -2.07743078e-01   1.34219204e-02  -8.75031672e-02  -3.28253757e-01
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   -1.95533767e-01   4.86312886e-02]
 [  4.13870988e-02  -2.80157089e-01  -1.12041603e-01  -1.17821456e-01
    2.33056647e-01   1.11553458e-02   7.91972660e-02   1.54433833e-01
   -1.30574112e-01  -1.72847543e-01]
 [  1.56385340e-01  -1.18882796e-01  -1.34377605e-01   6.58091553e-03
    1.23322927e-01  -6.50291876e-02  -4.80953432e-02  -1.47684802e-01
    1.39326075e-01  -8.99676432e-02]
 [ -1.21310321e-01   1.69344104e-01   2.56103534e-01  -2.91580351e-02
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   -1.28266324e-01  -6.16817550e-02]
 [ -3.55807249e-01   1.01766590e-01   8.03462908e-03  -3.58736497e-02
    1.40869321e-01  -1.65939715e-01  -4.45730625e-02   2.35334552e-01
   -1.00853545e-01   7.69747951e-02]
 [  1.46404975e-01   1.18420081e-01  -2.41360267e-01  -1.00270948e-01
    1.14994418e-01  -2.88253886e-01   4.00984409e-03  -1.67858354e-01
   -9.73265941e-03  -1.92601458e-01]
 [  2.07811765e-01  -1.38222553e-01   5.93265125e-02  -2.77949714e-02
    4.92106924e-02  -2.84025061e-02  -1.90303771e-02  -1.36841283e-01
    1.06257862e-01  -1.81763639e-01]
 [ -1.05800436e-01  -2.02492421e-02   1.19527029e-01   1.07459381e-01
    1.25365977e-02  -1.10001130e-01   2.34699004e-01  -7.67419395e-02
    1.83654269e-01  -4.25423294e-03]
 [  3.09297850e-02  -8.68350582e-02   2.20446240e-01  -2.05566831e-01
    3.30922304e-02   1.01400737e-01  -3.28922405e-02  -1.12244005e-01
    4.56344523e-02   2.71441865e-01]]
[[ 0.46605745]
 [ 1.2091156 ]
 [ 0.22716355]
 [ 0.66093831]
 [-2.12789125]
 [-0.24739774]
 [-1.34590312]
 [ 0.00947761]
 [ 0.51276406]
 [ 0.71104683]]
Progress: 13.1% ... Training loss: 0.358 ... Validation loss: 0.576[[  1.56834461e-01   2.63299955e-01  -1.15520006e-01   1.02700813e-01
   -5.57673755e-01  -6.66204165e-02  -9.30765122e-02   1.25114324e-01
   -8.83111711e-02   2.03993967e-01]
 [  1.65118379e-02   1.75732568e-01  -1.93577179e-02   4.06346132e-02
    9.35516998e-02  -6.16351077e-03   2.93865021e-01   4.13519620e-02
    1.39474739e-01  -2.69568082e-02]
 [  2.05777842e-01   4.27142896e-01   3.72158193e-02   1.38228904e-01
    4.34851595e-03  -7.03678930e-02  -5.38475278e-01  -3.23671443e-02
    1.19735322e-01   3.80918029e-01]
 [ -4.44013844e-02  -3.56924844e-01  -2.51992655e-01  -1.66712597e-02
    1.04412625e-01   1.78773617e-01   1.93234858e-01   5.55496599e-02
   -5.46384847e-03   4.49819932e-02]
 [  2.62018272e-03   2.16029093e-01  -1.45606126e-01   4.97787266e-02
    8.90788855e-02  -1.81812643e-01  -6.99959090e-03  -1.20133432e-01
   -1.88023270e-01   4.60011104e-02]
 [ -3.44959293e-01  -2.78727594e-01  -2.85518019e-01   1.46999724e-01
    1.36884012e-01   4.99073091e-02  -1.36285061e-02  -3.48360124e-02
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   -4.45462295e-02  -1.23411025e-01]
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   -4.47828095e-02   1.46925109e-01]
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 [ -3.56514708e-01   1.00206429e-01   7.69948536e-03  -3.68564450e-02
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   -1.01615251e-01   7.58773861e-02]
 [  1.46946459e-01   1.19524576e-01  -2.41115106e-01  -9.94624784e-02
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   -9.14196160e-03  -1.91854730e-01]
 [  2.07884062e-01  -1.38109004e-01   5.93736933e-02  -2.77332324e-02
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 [ -1.05976550e-01  -2.07682208e-02   1.19444323e-01   1.07203845e-01
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    1.83471449e-01  -4.54476711e-03]
 [  3.06803611e-02  -8.77641878e-02   2.20291664e-01  -2.06018462e-01
    3.44454254e-02   1.01568011e-01  -3.20590459e-02  -1.12251067e-01
    4.53304221e-02   2.71171263e-01]]
[[  4.57272685e-01]
 [  1.20321998e+00]
 [  2.18909915e-01]
 [  6.54893870e-01]
 [ -2.13711774e+00]
 [ -2.54040250e-01]
 [ -1.35368528e+00]
 [  3.53953057e-04]
 [  5.04449035e-01]
 [  7.02516986e-01]]
Progress: 13.2% ... Training loss: 0.356 ... Validation loss: 0.578[[  1.57144628e-01   2.63198329e-01  -1.15431590e-01   1.03097894e-01
   -5.58547431e-01  -6.67786498e-02  -9.31842221e-02   1.25114627e-01
   -8.78213504e-02   2.04077294e-01]
 [  1.65118379e-02   1.75732568e-01  -1.93577179e-02   4.06346132e-02
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    1.39474739e-01  -2.69568082e-02]
 [  2.06668444e-01   4.29903740e-01   3.76359236e-02   1.39301455e-01
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    1.20732919e-01   3.81820527e-01]
 [ -4.21610947e-02  -3.51666227e-01  -2.50912047e-01  -1.34292073e-02
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   -3.03940729e-03   4.88126634e-02]
 [  2.77177366e-03   2.15363016e-01  -1.45591142e-01   4.98007377e-02
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   -1.87880447e-01   4.56850340e-02]
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   -6.43205907e-03   3.56565229e-02]
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 [  5.77254778e-02  -2.09326204e-01   8.60688436e-02   1.97415405e-02
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   -1.04182941e-02   1.40128982e-01]
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   -2.51014012e-02  -1.26385978e-01]
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   -1.33418796e-01  -1.57025557e-01]
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   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
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   -2.00547724e-01   1.87576684e-02]
 [  1.15846568e-01  -4.07920916e-02  -1.87377860e-02   1.13223386e-01
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 [  3.26979234e-02  -3.83148604e-02  -2.13066079e-01   1.40424964e-01
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   -1.01052348e-01  -9.14752797e-03]
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 [ -7.12599103e-02  -3.20246233e-02   2.76060985e-01   9.81548124e-02
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 [  3.97658297e-02  -3.25232702e-02   8.13232996e-02   7.25131161e-02
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   -5.06612028e-02  -8.06682019e-02]
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    9.56646207e-02  -4.34005298e-02]
 [  5.18073148e-02   1.87869723e-02  -1.19239623e-01   4.14607310e-02
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   -1.67331028e-01  -5.42540156e-02]
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 [  1.55589618e-01  -1.20993156e-01  -1.34784118e-01   5.43669200e-03
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    1.83899009e-01  -3.99701975e-03]
 [  3.09357145e-02  -8.73420968e-02   2.20384725e-01  -2.05606730e-01
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[[ 0.45921503]
 [ 1.20641923]
 [ 0.21952026]
 [ 0.65708758]
 [-2.13992675]
 [-0.25199404]
 [-1.35524861]
 [ 0.00315685]
 [ 0.50730022]
 [ 0.70639894]]
Progress: 13.2% ... Training loss: 0.355 ... Validation loss: 0.576[[  1.58826808e-01   2.66970281e-01  -1.14601507e-01   1.05602488e-01
   -5.65548365e-01  -6.77837238e-02  -9.80517159e-02   1.25127008e-01
   -8.57035946e-02   2.06751154e-01]
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 [  2.06392327e-01   4.29089271e-01   3.75166330e-02   1.38602458e-01
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    1.20550656e-01   3.81383487e-01]
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   -3.44611078e-03   4.84038805e-02]
 [  3.80561226e-03   2.17350612e-01  -1.45143385e-01   5.11376416e-02
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   -1.33452614e-01  -1.57088227e-01]
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 [  3.91174606e-02  -3.17092245e-01  -2.94513571e-02  -6.87779975e-02
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 [  2.42685420e-01   2.53563831e-01   2.36068039e-01   1.13290645e-01
   -3.05821061e-01   9.21481175e-02  -1.57250475e-01   1.61870452e-01
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 [ -8.32378790e-02   1.89719832e-01   2.36799896e-01   1.50030157e-04
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   -4.59812125e-02   3.60925700e-02]
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   -2.79706054e-01  -9.85950491e-02]
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   -1.95746951e-01   4.83430493e-02]
 [  4.09125437e-02  -2.81584980e-01  -1.12281685e-01  -1.18488683e-01
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   -1.31082735e-01  -1.73565904e-01]
 [  1.56476643e-01  -1.18542859e-01  -1.34333557e-01   6.82604627e-03
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 [ -1.21152003e-01   1.68474532e-01   2.56207403e-01  -2.88871075e-02
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   -1.27943500e-01  -6.16727476e-02]
 [ -3.56318076e-01   1.00894150e-01   7.81954304e-03  -3.64527414e-02
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   -1.01321895e-01   7.64386291e-02]
 [  1.47171600e-01   1.19578821e-01  -2.41010805e-01  -9.90446924e-02
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   -8.84278248e-03  -1.91460871e-01]
 [  2.08245572e-01  -1.37419307e-01   5.94734266e-02  -2.73137223e-02
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    1.06657214e-01  -1.81329891e-01]
 [ -1.06647019e-01  -2.25196696e-02   1.19143390e-01   1.06195164e-01
    1.67486611e-02  -1.09525329e-01   2.37147782e-01  -7.67525258e-02
    1.82813866e-01  -5.61620732e-03]
 [  3.12321185e-02  -8.66431169e-02   2.20536412e-01  -2.05123467e-01
    3.15695771e-02   1.01232584e-01  -3.36125762e-02  -1.12249144e-01
    4.60729983e-02   2.71823335e-01]]
[[ 0.47064089]
 [ 1.2182631 ]
 [ 0.22897535]
 [ 0.66877703]
 [-2.13514392]
 [-0.24322924]
 [-1.34778199]
 [ 0.01070925]
 [ 0.51719219]
 [ 0.71665857]]
Progress: 13.2% ... Training loss: 0.357 ... Validation loss: 0.575[[  1.56425096e-01   2.60703516e-01  -1.15794213e-01   1.01990863e-01
   -5.53787784e-01  -6.65242902e-02  -9.12035176e-02   1.25069619e-01
   -8.84551929e-02   2.03099534e-01]
 [  1.61771559e-02   1.74748038e-01  -1.95472693e-02   4.01203378e-02
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    1.39074348e-01  -2.74759959e-02]
 [  2.03708535e-01   4.23237480e-01   3.61309576e-02   1.34415611e-01
    1.44065869e-02  -6.90756041e-02  -5.33475320e-01  -3.24364062e-02
    1.17366907e-01   3.77333117e-01]
 [ -3.88522295e-02  -3.43645913e-01  -2.49218642e-01  -8.28776418e-03
    7.68547547e-02   1.75851598e-01   1.77846754e-01   5.56333863e-02
    6.51035394e-04   5.38247989e-02]
 [  3.23258329e-03   2.16279330e-01  -1.45403645e-01   5.03908461e-02
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   -1.87475918e-01   4.58978370e-02]
 [ -3.46025891e-01  -2.82756251e-01  -2.86012288e-01   1.45850448e-01
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   -6.97576512e-03   3.46819020e-02]
 [ -9.44859732e-03  -1.51927654e-01   7.04760641e-03   8.96755636e-02
   -3.75418628e-02  -6.86685339e-02   1.79719280e-01  -1.88843256e-01
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 [  1.15648747e-01  -1.93039971e-01   3.31207211e-02  -6.55276099e-02
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 [ -1.50208789e-01  -1.31005376e-02  -2.97291708e-01   6.79132997e-03
   -1.14397911e-01   6.04341104e-02  -2.84304285e-01  -2.65546301e-02
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 [  5.55917037e-02  -2.15331564e-01   8.50334823e-02   1.66934456e-02
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   -1.25638761e-02   1.36995646e-01]
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   -2.31759157e-02  -1.23855640e-01]
 [ -7.59339057e-02   5.49186268e-02  -5.49656506e-02   3.36923865e-02
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   -1.33565693e-01  -1.57340368e-01]
 [ -1.55603045e-01   7.22607358e-03   6.26319396e-02   2.37587273e-02
   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
    8.87584308e-02   1.76401303e-01]
 [ -2.07615387e-01  -1.16056672e-01   1.23075246e-01   2.79109850e-01
   -1.56107928e-01  -8.64784898e-02  -1.48329508e-01  -2.54726465e-01
   -2.00586984e-01   1.87307409e-02]
 [  1.16245142e-01  -4.01666585e-02  -1.85413218e-02   1.13871766e-01
   -1.09086977e-02  -8.16099385e-02   1.02837405e-01   4.42861259e-03
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 [  3.17154730e-02  -4.09545825e-02  -2.13559316e-01   1.39022133e-01
   -4.03694365e-02   9.18344092e-02  -8.19887468e-02  -2.00537696e-02
   -1.02122531e-01  -1.06517900e-02]
 [ -1.29160454e-01  -6.03373151e-02  -2.07408070e-01   1.46052516e-01
   -2.78880316e-03   1.38513547e-01   1.98777497e-02  -2.50346740e-01
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 [ -7.18880836e-02  -3.39476383e-02   2.75711387e-01   9.71787754e-02
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    6.74189262e-02   3.26390742e-02]
 [  3.95514627e-02  -3.37622822e-02   8.12285398e-02   7.20517122e-02
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   -5.09295394e-02  -8.10339922e-02]
 [ -2.87343693e-03  -1.72135933e-01  -2.94989648e-01  -6.21091682e-02
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    9.59103754e-02  -4.30182919e-02]
 [  5.16724523e-02   1.85234512e-02  -1.19244146e-01   4.14141853e-02
   -8.38377235e-02   3.25923476e-01   2.44226224e-01   2.05744890e-01
   -1.67342239e-01  -5.43780393e-02]
 [  2.59446944e-02   3.47217171e-02   1.31853775e-01   1.36179375e-01
   -1.05339268e-01   9.60334716e-02  -2.32766444e-01  -3.95842515e-02
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 [  1.02795527e-01   6.92090464e-02  -5.18064087e-02  -1.11895318e-01
   -8.94409416e-02  -3.27013941e-01   1.14922617e-01   8.47673921e-03
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 [ -9.77222408e-02   2.16682648e-02  -1.52091509e-02   2.30799787e-02
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 [ -1.28752997e-01  -1.37753795e-02  -1.90140989e-01   1.74092273e-02
   -3.14372101e-01  -1.18487827e-02  -6.28795993e-02  -2.24053387e-02
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 [ -1.93013799e-03   1.85511961e-02  -6.10104535e-02  -8.84475636e-02
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   -1.51231696e-01  -3.28704991e-01]
 [  1.88089746e-02  -2.49446861e-01  -1.25111034e-02  -2.39156893e-02
    5.08024226e-01   8.38278044e-02   3.86394891e-01   9.34891135e-02
    6.62178846e-02  -3.24450911e-01]
 [  3.90657868e-02  -3.17463489e-01  -2.94716183e-02  -6.88267941e-02
    5.54813714e-01   1.01180852e-02   3.70140584e-01   5.01906704e-02
   -3.31717145e-01  -1.73357382e-01]
 [ -1.26369171e-01  -4.50467435e-01   1.07589323e-02  -1.45281806e-01
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   -2.32178231e-02   1.36141688e-01]
 [ -2.52730650e-01  -2.68970931e-01   7.14042496e-02  -2.61707491e-03
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   -5.41566000e-02  -8.85916342e-02]
 [ -1.41751334e-01  -1.19165481e-01   2.78077236e-01  -1.62089047e-01
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   -1.92801936e-01   5.28690265e-02]
 [ -8.78916220e-02  -1.02573286e-01  -1.61498511e-01  -4.54315302e-02
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    3.28410634e-02  -6.15899283e-02]
 [  1.16375766e-01   2.37259926e-01   1.65806753e-01  -8.56226643e-02
   -9.18565127e-02   4.86205341e-02  -1.48443750e-01   2.84681055e-01
    7.76894765e-02   1.77220108e-01]
 [  3.29701807e-01   2.59128710e-01  -9.26731265e-02   2.91711268e-01
   -8.56583511e-01  -2.79113156e-01  -4.14771618e-01   1.77292599e-01
    3.59704846e-01  -7.07495423e-02]
 [  5.68306369e-02   1.70337770e-01   2.56972108e-01   2.65282336e-01
   -1.00463047e-01  -1.99679959e-01  -2.02393698e-01  -1.31961866e-01
   -1.28874406e-01  -2.71442061e-01]
 [  3.66925380e-02  -1.58381358e-02  -1.11586280e-01  -3.48351587e-02
    1.96683859e-01   3.57481979e-02  -4.29044258e-02  -1.83252147e-01
    4.97422565e-02   2.28027341e-01]
 [ -1.18662492e-02  -8.53290587e-02  -7.20986127e-02  -6.89341269e-02
    4.55423219e-02  -1.68064198e-01   1.23428661e-01   9.62709740e-03
    2.39648244e-02  -8.93741131e-03]
 [  1.48928185e-02   2.69965814e-02   2.38952968e-01   5.44207347e-02
   -1.63918654e-01  -1.26131663e-01   1.57989779e-01   3.94632481e-02
   -2.01560979e-01   9.22571373e-02]
 [  4.70614259e-02  -3.54169618e-02   9.69414511e-02  -2.77204061e-02
   -1.27243108e-01   8.29402848e-02   1.37644732e-01  -2.71774873e-01
   -4.41323228e-02  -1.22870702e-01]
 [ -3.41387514e-02   2.41967276e-02   7.42640038e-02  -6.23940837e-02
    7.06446943e-02   1.93597042e-01   1.64547001e-01   1.17489973e-01
   -4.59248876e-02   1.45319226e-01]
 [  2.17407149e-01   4.80632515e-02   2.75133232e-02   7.71176676e-02
    7.12894409e-02  -1.96979864e-02  -1.42864459e-01   1.48021035e-01
   -5.74901954e-02  -2.12835180e-02]
 [  7.52561462e-03  -1.08635692e-01   4.83716714e-04  -9.21698846e-03
   -2.51963764e-01  -1.05267850e-01  -1.12168246e-01   3.95425869e-02
    8.24894768e-02   1.47707466e-01]
 [ -3.26755905e-02   4.17911177e-01   8.36756944e-02   3.06635751e-01
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 [  1.24457728e-01   4.25558852e-01   3.42276751e-02   3.36270249e-01
   -5.92659795e-01  -5.41432870e-02  -3.33289882e-01   1.47963652e-01
    1.34436169e-01   4.20258206e-01]
 [  2.43011376e-01   2.54249145e-01   2.36220681e-01   1.13746136e-01
   -3.07227854e-01   9.19761450e-02  -1.58197013e-01   1.61877823e-01
    2.14042384e-01   4.83971803e-02]
 [ -8.30227040e-02   1.90143647e-01   2.36889573e-01   4.35558659e-04
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   -4.57591164e-02   3.64055061e-02]
 [ -1.00174695e-01  -1.50989568e-02   2.36479102e-02   8.69009693e-02
   -3.31050665e-02   1.18783187e-01   2.67101786e-01   2.03177099e-02
   -2.79834985e-01  -9.88037309e-02]
 [ -2.08026523e-01   1.25968783e-02  -8.76279827e-02  -3.28630966e-01
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   -1.95816339e-01   4.82339094e-02]
 [  4.04399125e-02  -2.82980725e-01  -1.12496920e-01  -1.19150517e-01
    2.37368523e-01   1.16345378e-02   8.20997261e-02   1.54414084e-01
   -1.31592863e-01  -1.74274011e-01]
 [  1.55790422e-01  -1.20433688e-01  -1.34662698e-01   5.84962876e-03
    1.24668906e-01  -6.48189303e-02  -4.62265766e-02  -1.47711006e-01
    1.38822548e-01  -9.09471606e-02]
 [ -1.20836661e-01   1.68983485e-01   2.56376228e-01  -2.84337196e-02
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   -1.27626115e-01  -6.11921150e-02]
 [ -3.56449739e-01   1.00542820e-01   7.75932202e-03  -3.66292649e-02
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   -1.01468429e-01   7.62535636e-02]
 [  1.45756214e-01   1.16010974e-01  -2.41694274e-01  -1.01102901e-01
    1.18036944e-01  -2.88016400e-01   6.46995786e-03  -1.67877866e-01
   -1.04042478e-02  -1.93576682e-01]
 [  2.07098724e-01  -1.40589180e-01   5.88658704e-02  -2.90333628e-02
    5.37669811e-02  -2.79596993e-02  -1.54961247e-02  -1.36859016e-01
    1.05313958e-01  -1.83243877e-01]
 [ -1.06324554e-01  -2.17467925e-02   1.19322529e-01   1.06630271e-01
    1.58057410e-02  -1.09701225e-01   2.36174897e-01  -7.67440035e-02
    1.83163115e-01  -5.05709380e-03]
 [  3.15156706e-02  -8.61434417e-02   2.20698623e-01  -2.04662868e-01
    3.00979418e-02   1.01073370e-01  -3.43557801e-02  -1.12242193e-01
    4.64467934e-02   2.72191317e-01]]
[[  4.57722541e-01]
 [  1.20622086e+00]
 [  2.17827347e-01]
 [  6.56725208e-01]
 [ -2.14917712e+00]
 [ -2.50677289e-01]
 [ -1.35701817e+00]
 [  1.04311251e-03]
 [  5.07557238e-01]
 [  7.03783957e-01]]
Progress: 13.3% ... Training loss: 0.354 ... Validation loss: 0.580[[  1.58360500e-01   2.65398868e-01  -1.14906277e-01   1.04676369e-01
   -5.61238321e-01  -6.75332365e-02  -9.66993819e-02   1.25074246e-01
   -8.62069644e-02   2.06030307e-01]
 [  1.61399541e-02   1.74711078e-01  -1.95606990e-02   4.00872318e-02
    9.51978525e-02  -5.95115273e-03   2.95191456e-01   4.13506174e-02
    1.39039410e-01  -2.75197466e-02]
 [  2.00056143e-01   4.14787034e-01   3.43695729e-02   1.28838153e-01
    3.10653330e-02  -6.70491388e-02  -5.22520345e-01  -3.24453004e-02
    1.13044565e-01   3.71283639e-01]
 [ -3.70121983e-02  -3.39167443e-01  -2.48313829e-01  -5.36778117e-03
    6.74863830e-02   1.74767736e-01   1.71993156e-01   5.56375837e-02
    2.77562233e-03   5.68482799e-02]
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 [ -3.55792582e-01   1.02286195e-01   8.08783220e-03  -3.56612871e-02
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 [  1.46917510e-01   1.18830029e-01  -2.41180020e-01  -9.95343594e-02
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   -9.17569122e-03  -1.91900806e-01]
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 [ -1.06497837e-01  -2.22175245e-02   1.19237483e-01   1.06318589e-01
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 [  3.12708665e-02  -8.68471945e-02   2.20576381e-01  -2.04988197e-01
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[[ 0.46577575]
 [ 1.21393007]
 [ 0.22454572]
 [ 0.66924448]
 [-2.14545456]
 [-0.24156187]
 [-1.34604518]
 [ 0.01173076]
 [ 0.51722493]
 [ 0.71341526]]
Progress: 13.3% ... Training loss: 0.353 ... Validation loss: 0.582[[  1.57432036e-01   2.62838968e-01  -1.15341383e-01   1.03294959e-01
   -5.55948592e-01  -6.70053741e-02  -9.36828069e-02   1.25051199e-01
   -8.73400535e-02   2.04191197e-01]
 [  1.62610088e-02   1.75021676e-01  -1.95006099e-02   4.02733129e-02
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 [  2.01109932e-01   4.15921439e-01   3.49362043e-02   1.30104500e-01
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    1.14250163e-01   3.72144261e-01]
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    3.38486360e-03   5.79922187e-02]
 [  2.36776599e-03   2.12927833e-01  -1.45905022e-01   4.91037738e-02
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   -5.53245415e-03   3.65960284e-02]
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   -2.32617032e-02  -1.24261508e-01]
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   -1.34512143e-01  -1.58653575e-01]
 [ -1.55603045e-01   7.22607358e-03   6.26319396e-02   2.37587273e-02
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 [ -7.21881142e-02  -3.48804145e-02   2.75569869e-01   9.67022530e-02
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 [  3.88671114e-02  -3.52423897e-02   8.08897943e-02   7.09786212e-02
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   -5.17428867e-02  -8.20542122e-02]
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   -1.66358868e-01  -5.31132165e-02]
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 [  5.71457188e-02   1.71090177e-01   2.57159883e-01   2.65771308e-01
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   -4.45753752e-02  -1.23465969e-01]
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   -4.60713901e-02   1.45108582e-01]
 [  2.16632185e-01   4.62436468e-02   2.71426493e-02   7.59993039e-02
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 [ -3.54740158e-01   1.04099985e-01   8.57143976e-03  -3.42448410e-02
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   -9.95288419e-02   7.85623905e-02]
 [  1.46034976e-01   1.16678992e-01  -2.41635782e-01  -1.00882922e-01
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 [  2.06318471e-01  -1.43173878e-01   5.85322881e-02  -3.01175419e-02
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 [ -1.06215225e-01  -2.14947739e-02   1.19385645e-01   1.06717322e-01
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    1.83041299e-01  -4.78101461e-03]
 [  2.97236893e-02  -9.06428290e-02   2.19838707e-01  -2.07227172e-01
    3.72068463e-02   1.01992181e-01  -2.92372798e-02  -1.12281239e-01
    4.45507359e-02   2.69461237e-01]]
[[  4.51874810e-01]
 [  1.20529901e+00]
 [  2.12372307e-01]
 [  6.55515540e-01]
 [ -2.16275276e+00]
 [ -2.55687138e-01]
 [ -1.36252856e+00]
 [  1.52353868e-03]
 [  5.03535025e-01]
 [  7.01289578e-01]]
Progress: 13.4% ... Training loss: 0.355 ... Validation loss: 0.582[[  1.61254967e-01   2.70811643e-01  -1.13498262e-01   1.08897250e-01
   -5.72568325e-01  -6.91635908e-02  -1.03927408e-01   1.25064418e-01
   -8.27489648e-02   2.09288381e-01]
 [  1.62653573e-02   1.74972824e-01  -1.94999946e-02   4.02789817e-02
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 [  2.05996806e-01   4.27783019e-01   3.71939141e-02   1.36999580e-01
    3.82137105e-03  -7.02024281e-02  -5.38797942e-01  -3.24029523e-02
    1.19890330e-01   3.78697970e-01]
 [ -4.07058953e-02  -3.47058716e-01  -2.50074802e-01  -1.10700557e-02
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   -1.78944885e-03   5.16526296e-02]
 [  2.29879343e-03   2.11840608e-01  -1.45894059e-01   4.89684576e-02
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   -1.88223957e-01   4.39172082e-02]
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   -5.22216859e-03   3.68790967e-02]
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   -2.16387017e-02  -1.22256990e-01]
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   -1.33925685e-01  -1.57903706e-01]
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   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
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 [ -2.07650441e-01  -1.16371149e-01   1.23146683e-01   2.79293062e-01
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   -1.01042155e-01  -9.28485724e-03]
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 [  4.01732884e-02  -3.28112643e-02   8.15200060e-02   7.28589869e-02
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   -1.52028713e-01  -3.29809864e-01]
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 [  3.78883737e-02  -3.20838359e-01  -3.00317697e-02  -7.05287372e-02
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   -3.33045335e-01  -1.75201821e-01]
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   -5.39967921e-02  -8.83513254e-02]
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 [  3.31157516e-01   2.63338145e-01  -9.20553440e-02   2.93729122e-01
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 [  5.73089253e-02   1.71468942e-01   2.57246123e-01   2.66041586e-01
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 [  3.71653416e-02  -1.47952600e-02  -1.11360549e-01  -3.41353676e-02
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   -4.52323323e-02   1.46225860e-01]
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   -5.88245605e-02  -2.30177969e-02]
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   -1.09460761e-02  -1.94340979e-01]
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 [ -1.04849885e-01  -1.83447173e-02   1.20046146e-01   1.08698773e-01
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    1.84549722e-01  -2.82149512e-03]
 [  3.12121244e-02  -8.71441334e-02   2.20510292e-01  -2.04867222e-01
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[[ 0.48593233]
 [ 1.24391316]
 [ 0.24729518]
 [ 0.68968686]
 [-2.14001976]
 [-0.23025387]
 [-1.34101275]
 [ 0.02947109]
 [ 0.53658331]
 [ 0.74000313]]
Progress: 13.4% ... Training loss: 0.371 ... Validation loss: 0.584[[  1.56032816e-01   2.57489509e-01  -1.16048188e-01   1.01619817e-01
   -5.50535737e-01  -6.67924289e-02  -8.92860088e-02   1.24760110e-01
   -8.82699932e-02   2.01595507e-01]
 [  1.59665183e-02   1.74269839e-01  -1.96497224e-02   3.98558553e-02
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 [  2.02082557e-01   4.18215964e-01   3.52565280e-02   1.31301824e-01
    2.07663022e-02  -6.82809837e-02  -5.27527621e-01  -3.26290691e-02
    1.15591955e-01   3.73002159e-01]
 [ -4.20933710e-02  -3.50050417e-01  -2.50807768e-01  -1.30652888e-02
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   -3.51454567e-03   4.98162377e-02]
 [  3.28236500e-03   2.14248112e-01  -1.45293388e-01   5.06403332e-02
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   -1.86927588e-01   4.55784081e-02]
 [ -3.45727329e-01  -2.83357734e-01  -2.85828841e-01   1.46726074e-01
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   -6.30540278e-03   3.52890341e-02]
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   -1.35190411e-01  -1.59655541e-01]
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   -1.77265772e-01  -2.20483183e-01  -1.81890980e-01  -1.96916401e-01
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   -1.01038976e-01  -9.38396234e-03]
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 [ -7.37602589e-02  -3.87780518e-02   2.74760320e-01   9.44113519e-02
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 [  4.02633075e-02  -3.27881186e-02   8.15702879e-02   7.29718625e-02
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   -5.00701036e-02  -8.00722933e-02]
 [ -2.66890981e-03  -1.72161563e-01  -2.94885321e-01  -6.18453523e-02
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 [  5.30713025e-02   2.15363446e-02  -1.18494187e-01   4.37216836e-02
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   -1.65470417e-01  -5.23662002e-02]
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   -1.53040619e-01  -3.31210221e-01]
 [  1.74906916e-02  -2.52998161e-01  -1.31691004e-02  -2.59054726e-02
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 [  3.70530007e-02  -3.23080605e-01  -3.04791711e-02  -7.17511692e-02
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   -3.33992321e-01  -1.76514534e-01]
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   -5.53196848e-02  -9.00842442e-02]
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   -1.94210613e-01   5.10360453e-02]
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 [  3.30085766e-01   2.60591649e-01  -9.25662302e-02   2.92246311e-01
   -8.57395700e-01  -2.79279815e-01  -4.16325432e-01   1.77228669e-01
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 [  5.74093273e-02   1.71744627e-01   2.57313488e-01   2.66232199e-01
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   -1.28153570e-01  -2.70525737e-01]
 [  3.64076836e-02  -1.66875236e-02  -1.11758399e-01  -3.52397852e-02
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 [  1.49765541e-02   2.70934294e-02   2.38932186e-01   5.45374094e-02
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   -2.01495999e-01   9.21397611e-02]
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   -4.39283735e-02  -1.22656217e-01]
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   -4.56196176e-02   1.45716317e-01]
 [  2.15973223e-01   4.46908871e-02   2.68113030e-02   7.50237298e-02
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   -5.91282221e-02  -2.34549698e-02]
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   -4.45772895e-02   3.79808181e-02]
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   -1.96388879e-01   4.75343252e-02]
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   -1.32998375e-01  -1.76320394e-01]
 [  1.54688068e-01  -1.22447043e-01  -1.35110566e-01   4.58081607e-03
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 [ -1.19361661e-01   1.71963152e-01   2.57106313e-01  -2.61151498e-02
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   -1.25892506e-01  -5.88554565e-02]
 [ -3.55814317e-01   1.01487840e-01   8.00227672e-03  -3.57791989e-02
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   -1.00693629e-01   7.67522682e-02]
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   -1.19890239e-02  -1.95906032e-01]
 [  2.05097393e-01  -1.47099157e-01   5.79377682e-02  -3.18714184e-02
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 [ -1.06565212e-01  -2.25983710e-02   1.19173147e-01   1.06279979e-01
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    1.82713809e-01  -5.34718592e-03]
 [  3.09929782e-02  -8.80908256e-02   2.20415299e-01  -2.05165447e-01
    2.98613696e-02   1.01231169e-01  -3.24986678e-02  -1.12289415e-01
    4.61637745e-02   2.71211626e-01]]
[[ 0.45016127]
 [ 1.21203895]
 [ 0.21420182]
 [ 0.65271301]
 [-2.17832587]
 [-0.26186573]
 [-1.3752549 ]
 [-0.00478091]
 [ 0.50017303]
 [ 0.70212148]]
Progress: 13.5% ... Training loss: 0.358 ... Validation loss: 0.578[[ 0.15626733  0.25730457 -0.11598703  0.10180089 -0.55033981 -0.06687208
  -0.08936077  0.12475883 -0.08804037  0.20137417]
 [ 0.01609554  0.17410581 -0.01958661  0.03996511  0.09581874 -0.00591141
   0.29547804  0.04133497  0.13899305 -0.02758019]
 [ 0.20269169  0.41901283  0.03549082  0.13179904  0.01939806 -0.06846538
  -0.52850526 -0.0326324   0.11619567  0.37308162]
 [-0.04291416 -0.35206598 -0.25122559 -0.01407804  0.09607104  0.17819358
   0.1876962   0.05554269 -0.00426262  0.04894688]
 [ 0.00271629  0.21306821 -0.14546127  0.0498626   0.09082435 -0.18187062
  -0.00474285 -0.1200486  -0.18755474  0.04463673]
 [-0.34630358 -0.28524043 -0.28608077  0.14597812  0.14322248  0.05009979
  -0.00768974 -0.03493237 -0.00692577  0.03438058]
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 [ 0.03176223 -0.08635822  0.22075166 -0.20402338  0.02633408  0.10080738
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[[ 0.45944933]
 [ 1.22100557]
 [ 0.2230188 ]
 [ 0.66115044]
 [-2.17252658]
 [-0.25556597]
 [-1.36919112]
 [ 0.0042095 ]
 [ 0.51042826]
 [ 0.71277124]]
Progress: 13.6% ... Training loss: 0.351 ... Validation loss: 0.570[[  1.56348099e-01   2.56904944e-01  -1.15951487e-01   1.01833460e-01
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 [  1.98667115e-01   4.09010703e-01   3.35371126e-02   1.25171995e-01
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 [  1.69094951e-03   2.09367613e-01  -1.45884159e-01   4.85338204e-02
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 [  2.43444534e-01   2.55232182e-01   2.36505451e-01   1.14501259e-01
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   -4.49206429e-02   3.75018566e-02]
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   -2.79575252e-01  -9.84898702e-02]
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   -1.96409203e-01   4.75001089e-02]
 [  3.88567185e-02  -2.87650456e-01  -1.13288539e-01  -1.21322661e-01
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   -1.33301783e-01  -1.76834293e-01]
 [  1.55195866e-01  -1.21223054e-01  -1.34882509e-01   5.35954497e-03
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 [ -1.19638188e-01   1.69972266e-01   2.56992941e-01  -2.64686250e-02
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   -1.26139875e-01  -5.93762059e-02]
 [ -3.54331030e-01   1.04335967e-01   8.72204261e-03  -3.36671850e-02
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   -9.89785010e-02   7.88240075e-02]
 [  1.45322637e-01   1.13762965e-01  -2.42057840e-01  -1.01868877e-01
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   -1.10164700e-02  -1.94625686e-01]
 [  2.04424982e-01  -1.48807965e-01   5.75623220e-02  -3.30101731e-02
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    1.02504423e-01  -1.87771420e-01]
 [ -1.05404368e-01  -1.94864796e-02   1.19782903e-01   1.08050229e-01
    1.39191777e-02  -1.10452886e-01   2.33516435e-01  -7.68236528e-02
    1.83877464e-01  -3.63510478e-03]
 [  3.07016749e-02  -8.87964437e-02   2.20229645e-01  -2.05603582e-01
    3.07832796e-02   1.01376536e-01  -3.17696055e-02  -1.12307770e-01
    4.58207321e-02   2.70741462e-01]]
[[ 0.46139426]
 [ 1.2221388 ]
 [ 0.22408898]
 [ 0.66655915]
 [-2.17303621]
 [-0.24986648]
 [-1.36093325]
 [ 0.01096586]
 [ 0.51621426]
 [ 0.71511745]]
Progress: 13.6% ... Training loss: 0.349 ... Validation loss: 0.573[[  1.56937323e-01   2.58655013e-01  -1.15627910e-01   1.02658001e-01
   -5.51699157e-01  -6.73040407e-02  -9.12345348e-02   1.24775817e-01
   -8.74054150e-02   2.02182937e-01]
 [  1.63263546e-02   1.74678767e-01  -1.94609781e-02   4.03660520e-02
    9.47171312e-02  -6.06354558e-03   2.94980059e-01   4.13392581e-02
    1.39254967e-01  -2.72137241e-02]
 [  2.02894865e-01   4.19848689e-01   3.56280158e-02   1.30981117e-01
    1.91083237e-02  -6.83166208e-02  -5.30317062e-01  -3.25752652e-02
    1.16340762e-01   3.72940084e-01]
 [ -3.62559675e-02  -3.35381283e-01  -2.47887847e-01  -3.67076270e-03
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    3.19861525e-03   5.91731331e-02]
 [  9.83506946e-05   2.04802863e-01  -1.46634474e-01   4.60573397e-02
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   -1.90095406e-01   4.03068748e-02]
 [ -3.45987837e-01  -2.85028530e-01  -2.85946653e-01   1.46814059e-01
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   -6.49908970e-03   3.47783584e-02]
 [ -8.75202569e-03  -1.52474985e-01   7.26554104e-03   9.05204253e-02
   -4.00165965e-02  -6.93080606e-02   1.78367623e-01  -1.89027608e-01
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 [  1.16362480e-01  -1.92148277e-01   3.35190675e-02  -6.44026750e-02
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 [ -1.50718108e-01  -1.48327460e-02  -2.97598420e-01   5.93001407e-03
   -1.09444158e-01   6.06583981e-02  -2.83034180e-01  -2.66378760e-02
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 [  5.66193294e-02  -2.15360550e-01   8.55007011e-02   1.85418550e-02
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   -1.08445407e-02   1.37144721e-01]
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   -2.09509984e-02  -1.21550574e-01]
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   -1.35532439e-01  -1.60365538e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
    8.86559710e-02   1.76257777e-01]
 [ -2.09685727e-01  -1.22017914e-01   1.22194482e-01   2.76704906e-01
   -1.47391847e-01  -8.55243287e-02  -1.41991175e-01  -2.54772870e-01
   -2.02695117e-01   1.57484798e-02]
 [  1.17406200e-01  -3.84151715e-02  -1.79543093e-02   1.15900565e-01
   -1.67081621e-02  -8.24656167e-02   1.00667920e-01   4.40863989e-03
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 [  3.35109701e-02  -3.67781948e-02  -2.12834407e-01   1.41614219e-01
   -4.68625623e-02   9.07375667e-02  -8.72904934e-02  -2.00564853e-02
   -1.00058938e-01  -8.05481445e-03]
 [ -1.31971295e-01  -6.78744940e-02  -2.08767077e-01   1.42101763e-01
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 [ -7.14526434e-02  -3.31204046e-02   2.75826154e-01   9.76511569e-02
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    6.78276437e-02   3.25785681e-02]
 [  4.03861057e-02  -3.32211694e-02   8.16142813e-02   7.29335610e-02
    1.34553550e-01  -1.32609476e-02   2.82642642e-01   1.20305095e-01
   -5.00088016e-02  -8.00366827e-02]
 [ -2.53690208e-03  -1.71329273e-01  -2.94844658e-01  -6.17398240e-02
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 [  5.54002078e-02   2.67146618e-02  -1.17263352e-01   4.71869783e-02
   -1.01642839e-01   3.23569813e-01   2.34257545e-01   2.05732651e-01
   -1.62660115e-01  -4.90282915e-02]
 [  2.20670650e-02   2.51848778e-02   1.29952012e-01   1.30596184e-01
   -8.77584907e-02   9.80147892e-02  -2.21720850e-01  -3.96943201e-02
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 [  1.04062450e-01   7.22196782e-02  -5.12416328e-02  -1.10091140e-01
   -9.29494831e-02  -3.27687786e-01   1.11617676e-01   8.46482043e-03
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 [ -9.67044181e-02   2.39966673e-02  -1.47440827e-02   2.45581405e-02
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 [ -1.29630822e-01  -1.60333704e-02  -1.90592311e-01   1.60206154e-02
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 [ -4.47349250e-03   1.16915843e-02  -6.22560074e-02  -9.22168455e-02
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   -1.54118930e-01  -3.32787068e-01]
 [  1.64524340e-02  -2.56049313e-01  -1.36918763e-02  -2.74639413e-02
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    6.35484500e-02  -3.28291093e-01]
 [  3.67210129e-02  -3.24042309e-01  -3.06487557e-02  -7.22435973e-02
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   -3.34387026e-01  -1.77068966e-01]
 [ -1.28001970e-01  -4.54649232e-01   9.94919641e-03  -1.47622532e-01
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   -2.50432169e-02   1.33688602e-01]
 [ -2.54670564e-01  -2.73889103e-01   7.04839033e-02  -5.22559510e-03
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   -5.62022194e-02  -9.13372792e-02]
 [ -1.44019397e-01  -1.24705870e-01   2.77013073e-01  -1.65276253e-01
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   -1.95256937e-01   4.96114086e-02]
 [ -8.86928491e-02  -1.04831038e-01  -1.61876557e-01  -4.65880133e-02
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 [  1.19866294e-01   2.46603406e-01   1.67538966e-01  -8.03112559e-02
   -1.08726335e-01   4.66531654e-02  -1.58805190e-01   2.84735428e-01
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 [  3.32663666e-01   2.67380231e-01  -9.13268363e-02   2.96039860e-01
   -8.67543483e-01  -2.80742873e-01  -4.24400791e-01   1.77268138e-01
    3.62966893e-01  -6.59136006e-02]
 [  5.68469880e-02   1.70299705e-01   2.57037945e-01   2.65430326e-01
   -1.00760981e-01  -1.99719040e-01  -2.02521176e-01  -1.31956228e-01
   -1.28792450e-01  -2.71386711e-01]
 [  3.61604119e-02  -1.74993298e-02  -1.11862925e-01  -3.55766412e-02
    1.98559914e-01   3.59195286e-02  -4.16256745e-02  -1.83302019e-01
    4.91932154e-02   2.27354000e-01]
 [ -1.28415705e-02  -8.77510481e-02  -7.25884249e-02  -7.04393415e-02
    5.05265125e-02  -1.67583616e-01   1.26330250e-01   9.63438655e-03
    2.28227903e-02  -1.04705543e-02]
 [  1.50836827e-02   2.74011836e-02   2.38973809e-01   5.46800573e-02
   -1.65040583e-01  -1.26231177e-01   1.57509372e-01   3.94481024e-02
   -2.01382833e-01   9.22886116e-02]
 [  4.80196786e-02  -3.23624538e-02   9.73501145e-02  -2.62691996e-02
   -1.31859799e-01   8.23235780e-02   1.34666906e-01  -2.71781269e-01
   -4.30786907e-02  -1.21547875e-01]
 [ -3.34081643e-02   2.63006096e-02   7.45616930e-02  -6.13086755e-02
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   -4.51372300e-02   1.46277135e-01]
 [  2.15502875e-01   4.35983584e-02   2.65559301e-02   7.43041977e-02
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   -5.97191745e-02  -2.41922364e-02]
 [  1.03894231e-02  -1.01329790e-01   1.86517404e-03  -5.02829104e-03
   -2.65020946e-01  -1.06846526e-01  -1.20092792e-01   3.95856005e-02
    8.56297153e-02   1.51787256e-01]
 [ -2.84277248e-02   4.25160424e-01   8.57681499e-02   3.12461833e-01
   -7.99671753e-01  -2.74383650e-01  -5.06456603e-01  -7.66746475e-02
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 [  1.27355128e-01   4.30611919e-01   3.56314758e-02   3.40311456e-01
   -6.05872091e-01  -5.57060917e-02  -3.40138852e-01   1.47960466e-01
    1.37838167e-01   4.23472379e-01]
 [  2.43816567e-01   2.56334216e-01   2.36745960e-01   1.15167552e-01
   -3.11538389e-01   9.14492326e-02  -1.60843726e-01   1.61893853e-01
    2.15138466e-01   4.98243311e-02]
 [ -8.20147263e-02   1.92618994e-01   2.37450562e-01   2.07059126e-03
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   -4.45156782e-02   3.79906955e-02]
 [ -9.99408897e-02  -1.43916847e-02   2.37705292e-02   8.73156590e-02
   -3.43284632e-02   1.18561882e-01   2.66381027e-01   2.02850720e-02
   -2.79501826e-01  -9.83929789e-02]
 [ -2.08631959e-01   1.10903354e-02  -8.79445243e-02  -3.29486867e-01
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   -1.96495582e-01   4.73550609e-02]
 [  3.88782893e-02  -2.87643071e-01  -1.13263703e-01  -1.21246138e-01
    2.44364760e-01   1.23370980e-02   8.70139678e-02   1.54374093e-01
   -1.33242505e-01  -1.76767760e-01]
 [  1.54589616e-01  -1.22863514e-01  -1.35237374e-01   4.45084527e-03
    1.27520753e-01  -6.42991425e-02  -4.29638526e-02  -1.47810816e-01
    1.37863105e-01  -9.29673505e-02]
 [ -1.19521925e-01   1.70280033e-01   2.57050105e-01  -2.63041086e-02
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   -1.26032504e-01  -5.92063137e-02]
 [ -3.54086988e-01   1.04909902e-01   8.86414375e-03  -3.33070230e-02
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   -9.86952776e-02   7.89536564e-02]
 [  1.44988308e-01   1.13140183e-01  -2.42172190e-01  -1.02204473e-01
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   -1.12734015e-02  -1.95027059e-01]
 [  2.05291307e-01  -1.46143302e-01   5.80559948e-02  -3.16096213e-02
    6.25711971e-02  -2.71598686e-02  -9.36142829e-03  -1.36943720e-01
    1.03511525e-01  -1.86291669e-01]
 [ -1.04436802e-01  -1.74601834e-02   1.20277524e-01   1.09331682e-01
    1.01089988e-02  -1.10948277e-01   2.30920246e-01  -7.67997160e-02
    1.84960397e-01  -2.32447120e-03]
 [  3.06656009e-02  -8.88990666e-02   2.20202600e-01  -2.05667426e-01
    3.08115839e-02   1.01406274e-01  -3.16490646e-02  -1.12309342e-01
    4.57888266e-02   2.70576606e-01]]
[[ 0.47213064]
 [ 1.23032654]
 [ 0.23120715]
 [ 0.67461486]
 [-2.17171539]
 [-0.24365469]
 [-1.35823614]
 [ 0.01975045]
 [ 0.526082  ]
 [ 0.7260931 ]]
Progress: 13.7% ... Training loss: 0.349 ... Validation loss: 0.570[[  1.55795831e-01   2.55178344e-01  -1.16213292e-01   1.00967424e-01
   -5.44123530e-01  -6.66942285e-02  -8.77368046e-02   1.24728734e-01
   -8.86924377e-02   2.00468930e-01]
 [  1.59433924e-02   1.73648958e-01  -1.96532906e-02   3.98266692e-02
    9.63474389e-02  -5.86455233e-03   2.96132539e-01   4.13231004e-02
    1.38836819e-01  -2.78260488e-02]
 [  2.02141389e-01   4.18867645e-01   3.53120620e-02   1.29633358e-01
    2.21011973e-02  -6.78248406e-02  -5.27987793e-01  -3.26058627e-02
    1.15518382e-01   3.71950163e-01]
 [ -3.37839740e-02  -3.28927637e-01  -2.46627939e-01   1.93061531e-04
    5.30212905e-02   1.73059677e-01   1.60737089e-01   5.57690056e-02
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[[ 0.46385879]
 [ 1.22099262]
 [ 0.22023886]
 [ 0.66590114]
 [-2.18598211]
 [-0.2529674 ]
 [-1.37033807]
 [ 0.01156361]
 [ 0.51749541]
 [ 0.71729941]]
Progress: 13.7% ... Training loss: 0.348 ... Validation loss: 0.572[[ 0.15664684  0.25631841 -0.11570941  0.10217742 -0.54785174 -0.06705732
  -0.08989369  0.12475398 -0.08740878  0.20144707]
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 [ 0.20151877  0.41754889  0.03504542  0.12829019  0.02556626 -0.06727174
  -0.52671582 -0.03262321  0.11484884  0.37058153]
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   0.165552    0.05572809  0.00420972  0.06139963]
 [ 0.00097311  0.20716381 -0.14607178  0.04719965  0.09619155 -0.18065353
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   0.28114494  0.12031709 -0.04926794 -0.07911944]
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 [ 0.05614082  0.02813267 -0.116839    0.04839111 -0.10471476  0.32313853
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 [ 0.02103457  0.02263962  0.12949414  0.12911083 -0.08327015  0.09853691
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  -0.05835487 -0.02247273  0.01800728  0.08439367]
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 [ 0.01623952 -0.25667465 -0.0137751  -0.02771651  0.52005451  0.08523759
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 [ 0.03614005 -0.32594105 -0.03092917 -0.07307734  0.56861674  0.01164938
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 [ 0.03661542 -0.01639174 -0.111669   -0.03489523  0.19635991  0.03566217
  -0.04290912 -0.18329076  0.04973908  0.22803575]
 [-0.01292419 -0.08798606 -0.07262718 -0.07056392  0.05084137 -0.16755374
   0.12652493  0.0096292   0.02274142 -0.01062081]
 [ 0.01465806  0.02629754  0.23873432  0.05402989 -0.16280617 -0.12601637
   0.15881688  0.03943133 -0.20188033  0.09157517]
 [ 0.04758394 -0.03344156  0.09710344 -0.0270265  -0.12955223  0.08256666
   0.13585059 -0.27179809 -0.04362388 -0.12237849]
 [-0.03408642  0.02475936  0.07424158 -0.06231656  0.0701757   0.19345583
   0.1639926   0.11742725 -0.04592031  0.1453084 ]
 [ 0.21539085  0.04336831  0.02650511  0.0741364   0.08060792 -0.01870604
  -0.13773778  0.14797382 -0.05987881 -0.02439458]
 [ 0.01034287 -0.10150622  0.00186635 -0.00505466 -0.26473586 -0.10683478
  -0.11985122  0.03958039  0.08558955  0.15167367]
 [-0.02657482  0.42839965  0.08672044  0.31503559 -0.80697447 -0.27517316
  -0.51063609 -0.07660118  0.20646934  0.24311726]
 [ 0.12706088  0.42926048  0.03552503  0.33990511 -0.6044354  -0.05553631
  -0.338838    0.14794562  0.13759193  0.4226876 ]
 [ 0.24446675  0.25807048  0.23708821  0.11620104 -0.31496946  0.09106328
  -0.16292495  0.16191554  0.21593229  0.05089083]
 [-0.08187069  0.19299884  0.23751875  0.00228503  0.0056586   0.13600614
  -0.0710798  -0.01547779 -0.04433368  0.03824047]
 [-0.10003984 -0.01445959  0.02373037  0.08724516 -0.03410311  0.11859017
   0.26671198  0.02028293 -0.27957123 -0.09851623]
 [-0.20916952  0.00981477 -0.08818817 -0.33023628  0.1357787   0.11521097
   0.07146467  0.104222   -0.19706909  0.04653993]
 [ 0.03802935 -0.28994496 -0.11366648 -0.12247259  0.24822855  0.01278362
   0.08948591  0.15435    -0.1341733  -0.17807821]
 [ 0.15445964 -0.1235248  -0.13532335  0.0044312   0.12779432 -0.06429267
  -0.04246925 -0.14782199  0.13777863 -0.09320704]
 [-0.12149447  0.16545925  0.25612348 -0.0290021   0.17670086  0.09142457
  -0.0218307  -0.29868606 -0.12810596 -0.06219045]
 [-0.35474914  0.10247227  0.00855727 -0.03434506  0.13820233 -0.16675317
  -0.04638488  0.23522342 -0.0994288   0.0778455 ]
 [ 0.1461725   0.11475449 -0.24155329 -0.1005243   0.1182036  -0.28833441
   0.00637327 -0.16791459 -0.00971365 -0.19332069]
 [ 0.20548069 -0.14596044  0.05817672 -0.03133925  0.0614761  -0.02724037
  -0.00988532 -0.13693798  0.10375959 -0.18604261]
 [-0.10492751 -0.01928318  0.12007152  0.10859094  0.01266607 -0.11070038
   0.23273088 -0.07682267  0.18445214 -0.00320072]
 [ 0.03023562 -0.09000568  0.22002344 -0.20620576  0.0322623   0.10161225
  -0.03028666 -0.11231598  0.04532955  0.26974145]]
[[ 0.46670848]
 [ 1.22453229]
 [ 0.22250695]
 [ 0.6699987 ]
 [-2.18806876]
 [-0.25321423]
 [-1.36996503]
 [ 0.01240105]
 [ 0.51805549]
 [ 0.7190508 ]]
Progress: 13.8% ... Training loss: 0.347 ... Validation loss: 0.569[[  1.56047312e-01   2.55462842e-01  -1.16049540e-01   1.01188758e-01
   -5.43896254e-01  -6.67232284e-02  -8.83861475e-02   1.24732969e-01
   -8.82123547e-02   2.00508367e-01]
 [  1.56079290e-02   1.72814955e-01  -1.98116444e-02   3.93485238e-02
    9.80810692e-02  -5.68504605e-03   2.97066619e-01   4.13142677e-02
    1.38477560e-01  -2.82744941e-02]
 [  2.00718365e-01   4.16618621e-01   3.46137680e-02   1.26897386e-01
    2.99807941e-02  -6.67969272e-02  -5.24615123e-01  -3.26514371e-02
    1.13789729e-01   3.69175317e-01]
 [ -3.49322481e-02  -3.32202169e-01  -2.47194596e-01  -1.26668346e-03
    5.88866540e-02   1.73684219e-01   1.65329144e-01   5.57402480e-02
    4.77815492e-03   6.20445771e-02]
 [  1.51336302e-04   2.05690508e-01  -1.46498774e-01   4.59462932e-02
    1.00712208e-01  -1.80260192e-01   4.33499197e-03  -1.20081883e-01
   -1.89896464e-01   3.99725581e-02]
 [ -3.44669383e-01  -2.83967188e-01  -2.85336442e-01   1.49073277e-01
    1.36137732e-01   4.89724990e-02  -1.01201916e-02  -3.48873044e-02
   -4.84759666e-03   3.66142575e-02]
 [ -9.23517236e-03  -1.54374630e-01   7.06753070e-03   8.97974009e-02
   -3.76555448e-02  -6.89642959e-02   1.79784592e-01  -1.89050132e-01
    1.76839508e-01   3.22117674e-02]
 [  1.16228493e-01  -1.92395109e-01   3.34870143e-02  -6.46094485e-02
    1.52204654e-01  -4.49435340e-02   3.21031872e-02   1.23232143e-01
    7.05050260e-02  -1.16202005e-02]
 [ -1.53941424e-01  -2.30242494e-02  -2.99095372e-01   1.28093691e-03
   -9.41500587e-02   6.23603110e-02  -2.73656908e-01  -2.67285760e-02
    2.76176294e-01  -9.64641132e-02]
 [  5.60055746e-02  -2.19353599e-01   8.52363759e-02   1.76715869e-02
    1.75894157e-01  -1.01386932e-01   3.29729208e-02  -9.77841046e-02
   -1.12439956e-02   1.35408112e-01]
 [ -7.59166539e-02   1.14320507e-01  -5.27496753e-04  -1.56321195e-01
    1.87952486e-02   2.51272025e-02   6.52518313e-02  -1.01635864e-01
   -2.11403420e-02  -1.22103135e-01]
 [ -7.91836477e-02   4.48781382e-02  -5.65500318e-02   2.93232274e-02
    2.32557978e-01   8.72210061e-02  -7.95827509e-02  -1.41505456e-02
   -1.37177783e-01  -1.62684689e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
    8.86559710e-02   1.76257777e-01]
 [ -2.09438367e-01  -1.22112512e-01   1.22339615e-01   2.77237257e-01
   -1.48554943e-01  -8.56790419e-02  -1.42253593e-01  -2.54760657e-01
   -2.02349718e-01   1.60134862e-02]
 [  1.17577368e-01  -3.85061263e-02  -1.78696640e-02   1.16336623e-01
   -1.69051957e-02  -8.26666158e-02   1.00597948e-01   4.41148825e-03
    3.02493819e-02   2.27888180e-02]
 [  3.41501611e-02  -3.59771153e-02  -2.12569438e-01   1.42520162e-01
   -4.90464866e-02   9.04478965e-02  -8.85262669e-02  -2.00286562e-02
   -9.93107217e-02  -7.13127512e-03]
 [ -1.32023487e-01  -6.77332612e-02  -2.08800224e-01   1.42040642e-01
    9.71306117e-03   1.39858175e-01   2.82076257e-02  -2.50456845e-01
    5.57401466e-02  -2.15267865e-01]
 [ -7.16704015e-02  -3.35829652e-02   2.75725168e-01   9.72729739e-02
    1.21085547e-01  -6.15616667e-02  -1.30613708e-01   1.21056175e-01
    6.76863835e-02   3.19948345e-02]
 [  4.01143037e-02  -3.48315213e-02   8.15030026e-02   7.24755527e-02
    1.35945778e-01  -1.29871335e-02   2.83589367e-01   1.20292940e-01
   -5.02695404e-02  -8.04854528e-02]
 [ -2.29535623e-03  -1.70293370e-01  -2.94722715e-01  -6.13521759e-02
    2.74108420e-01  -8.57632568e-02   1.95948852e-01   1.64335887e-01
    9.66658873e-02  -4.26706301e-02]
 [  5.58322042e-02   2.73145699e-02  -1.17044927e-01   4.78327360e-02
   -1.03004639e-01   3.23342513e-01   2.33436277e-01   2.05747177e-01
   -1.62100384e-01  -4.84115895e-02]
 [  2.06935216e-02   2.19015747e-02   1.29321133e-01   1.28603422e-01
   -8.16248000e-02   9.87206908e-02  -2.17708472e-01  -3.97345733e-02
    2.25142594e-01   1.06386431e-01]
 [  1.03128024e-01   6.97989994e-02  -5.16457482e-02  -1.11406525e-01
   -8.80718078e-02  -3.27202751e-01   1.14333951e-01   8.44212682e-03
    1.35508863e-01   8.25995519e-02]
 [ -9.72828513e-02   2.24140040e-02  -1.50267442e-02   2.37247915e-02
    6.34394636e-03  -2.02943484e-01  -9.50901331e-02  -1.95147860e-02
    1.48713399e-02   1.30497789e-01]
 [ -1.30455924e-01  -1.83430216e-02  -1.90981162e-01   1.48320070e-02
   -3.06272366e-01  -1.09284982e-02  -5.77243365e-02  -2.24787125e-02
    1.77625641e-02   8.40567211e-02]
 [ -4.69947509e-03   1.08136249e-02  -6.23807554e-02  -9.25001459e-02
    4.19595116e-01   2.63789185e-01   4.56492528e-01   1.14698587e-01
   -1.54355037e-01  -3.33205614e-01]
 [  1.55866439e-02  -2.58404589e-01  -1.40862351e-02  -2.86441350e-02
    5.22955163e-01   8.55795747e-02   3.96547825e-01   9.34144752e-02
    6.26126181e-02  -3.29664140e-01]
 [  3.52241654e-02  -3.28343924e-01  -3.13773211e-02  -7.44322213e-02
    5.72966393e-01   1.21373299e-02   3.82175963e-01   5.00762926e-02
   -3.36070698e-01  -1.79444535e-01]
 [ -1.29115009e-01  -4.57281266e-01   9.40541463e-03  -1.49249250e-01
    6.00966122e-01  -1.08500178e-01   4.82215427e-01  -7.99518600e-02
   -2.62937082e-02   1.32091487e-01]
 [ -2.54923728e-01  -2.75073909e-01   7.03784104e-02  -5.51580746e-03
    7.94589703e-01   1.27973989e-01   2.95526600e-01   4.97376562e-02
   -5.64072580e-02  -9.16781023e-02]
 [ -1.45317690e-01  -1.27953999e-01   2.76411412e-01  -1.67090753e-01
    4.27970173e-01  -7.01697258e-02   5.08199175e-01   1.68035464e-02
   -1.96630620e-01   4.76831710e-02]
 [ -8.90713805e-02  -1.06056119e-01  -1.62049025e-01  -4.71395695e-02
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    3.16068753e-02  -6.33046577e-02]
 [  1.20735557e-01   2.48968226e-01   1.67936630e-01  -7.90729443e-02
   -1.12696026e-01   4.62055282e-02  -1.61250735e-01   2.84770722e-01
    8.26891490e-02   1.83749890e-01]
 [  3.33328878e-01   2.68649542e-01  -9.10109637e-02   2.97131700e-01
   -8.69775185e-01  -2.81101698e-01  -4.26236922e-01   1.77294218e-01
    3.63870345e-01  -6.48742141e-02]
 [  5.69894350e-02   1.70578917e-01   2.57129299e-01   2.65661138e-01
   -1.01491916e-01  -1.99818322e-01  -2.03073194e-01  -1.31956731e-01
   -1.28601282e-01  -2.71188023e-01]
 [  3.67059005e-02  -1.61112542e-02  -1.11636812e-01  -3.47831738e-02
    1.95999328e-01   3.56184421e-02  -4.31782270e-02  -1.83289400e-01
    4.98154786e-02   2.28177918e-01]
 [ -1.28891855e-02  -8.78280989e-02  -7.26237728e-02  -7.05529880e-02
    5.08848671e-02  -1.67560881e-01   1.26358119e-01   9.62930309e-03
    2.27605985e-02  -1.05791334e-02]
 [  1.43824156e-02   2.56172287e-02   2.38606227e-01   5.36227890e-02
   -1.61478992e-01  -1.25870905e-01   1.59652207e-01   3.94237052e-02
   -2.02200639e-01   9.11471966e-02]
 [  4.77501491e-02  -3.28823863e-02   9.71785388e-02  -2.67797814e-02
   -1.30341725e-01   8.24573031e-02   1.35300847e-01  -2.71793537e-01
   -4.34449217e-02  -1.22123733e-01]
 [ -3.27502487e-02   2.81807082e-02   7.48343115e-02  -6.04440608e-02
    6.43242518e-02   1.92738864e-01   1.60186558e-01   1.17459838e-01
   -4.45122954e-02   1.47271038e-01]
 [  2.15636313e-01   4.41376422e-02   2.66072975e-02   7.44606410e-02
    7.95245977e-02  -1.88394675e-02  -1.38454821e-01   1.47979829e-01
   -5.96334122e-02  -2.40340638e-02]
 [  1.04662527e-02  -1.01196709e-01   1.92996399e-03  -4.88263323e-03
   -2.65284280e-01  -1.06890429e-01  -1.20153421e-01   3.95833080e-02
    8.57216956e-02   1.51804701e-01]
 [ -2.67124484e-02   4.28189611e-01   8.66577868e-02   3.14866851e-01
   -8.06388747e-01  -2.75108553e-01  -5.10337700e-01  -7.66046814e-02
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 [  1.27044824e-01   4.29291707e-01   3.55553751e-02   3.39946910e-01
   -6.04652737e-01  -5.55424828e-02  -3.38866831e-01   1.47947394e-01
    1.37692358e-01   4.22604093e-01]
 [  2.44623498e-01   2.58586527e-01   2.37179878e-01   1.16475129e-01
   -3.15727719e-01   9.09670485e-02  -1.63481119e-01   1.61920630e-01
    2.16134234e-01   5.11699191e-02]
 [ -8.18750043e-02   1.92949955e-01   2.37508481e-01   2.27249366e-03
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   -4.43464057e-02   3.82141686e-02]
 [ -1.00005466e-01  -1.43685363e-02   2.37518444e-02   8.73063763e-02
   -3.43040632e-02   1.18565859e-01   2.66585781e-01   2.02841125e-02
   -2.79524217e-01  -9.84468571e-02]
 [ -2.09012665e-01   1.02373876e-02  -8.81086762e-02  -3.29992581e-01
    1.35002205e-01   1.15119338e-01   7.09923633e-02   1.04226459e-01
   -1.96882280e-01   4.67960163e-02]
 [  3.80094141e-02  -2.90030200e-01  -1.13677243e-01  -1.22505294e-01
    2.48429328e-01   1.27971650e-02   8.95403637e-02   1.54349331e-01
   -1.34202562e-01  -1.78072905e-01]
 [  1.54868785e-01  -1.22342824e-01  -1.35159747e-01   5.13137539e-03
    1.25325473e-01  -6.45495315e-02  -4.35927114e-02  -1.47812727e-01
    1.38274781e-01  -9.25501832e-02]
 [ -1.22447634e-01   1.63197650e-01   2.55652383e-01  -3.04166320e-02
    1.81339549e-01   9.19477449e-02  -1.91035672e-02  -2.98712658e-01
   -1.29184074e-01  -6.36409024e-02]
 [ -3.53711210e-01   1.05235060e-01   9.04364357e-03  -3.28054062e-02
    1.33503370e-01  -1.67329715e-01  -4.93238196e-02   2.35249084e-01
   -9.82805904e-02   7.93761874e-02]
 [  1.46639040e-01   1.16040677e-01  -2.41297426e-01  -9.98293942e-02
    1.16066129e-01  -2.88605009e-01   4.94773316e-03  -1.67900300e-01
   -9.13909950e-03  -1.92695067e-01]
 [  2.04631342e-01  -1.48351213e-01   5.77331758e-02  -3.27186804e-02
    6.65115162e-02  -2.67503011e-02  -7.19176316e-03  -1.36962499e-01
    1.02707270e-01  -1.87516844e-01]
 [ -1.05586351e-01  -2.10732759e-02   1.19751070e-01   1.07660934e-01
    1.58608746e-02  -1.10336598e-01   2.34468000e-01  -7.68406569e-02
    1.83784104e-01  -4.15145569e-03]
 [  3.05731496e-02  -8.90186607e-02   2.20200900e-01  -2.05651979e-01
    3.04645321e-02   1.01441195e-01  -3.12597812e-02  -1.12305950e-01
    4.57261374e-02   2.70283341e-01]]
[[ 0.46484675]
 [ 1.22319449]
 [ 0.21933518]
 [ 0.66775579]
 [-2.189697  ]
 [-0.25321212]
 [-1.37063435]
 [ 0.01289117]
 [ 0.51762473]
 [ 0.71764388]]
Progress: 13.8% ... Training loss: 0.347 ... Validation loss: 0.571[[  1.55896355e-01   2.55097233e-01  -1.16128022e-01   1.01024822e-01
   -5.42075507e-01  -6.66654594e-02  -8.74250233e-02   1.24728402e-01
   -8.83871026e-02   2.00430324e-01]
 [  1.54038493e-02   1.72254448e-01  -1.99115726e-02   3.90457613e-02
    9.90979571e-02  -5.57002232e-03   2.97692889e-01   4.13084266e-02
    1.38238861e-01  -2.85865868e-02]
 [  2.00117018e-01   4.14650884e-01   3.43278272e-02   1.25860504e-01
    3.27180022e-02  -6.63087645e-02  -5.22018576e-01  -3.26685021e-02
    1.13088302e-01   3.68078778e-01]
 [ -3.70543809e-02  -3.36804948e-01  -2.48121165e-01  -3.97845379e-03
    6.80809088e-02   1.74761562e-01   1.70382651e-01   5.56833732e-02
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 [  2.94123640e-02  -9.19397355e-02   2.19624741e-01  -2.07343000e-01
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[[ 0.46700792]
 [ 1.22648048]
 [ 0.22175674]
 [ 0.66983962]
 [-2.19325314]
 [-0.25353156]
 [-1.37245128]
 [ 0.01205088]
 [ 0.52151705]
 [ 0.71795994]]
Progress: 13.8% ... Training loss: 0.345 ... Validation loss: 0.568[[  1.57920530e-01   2.60073786e-01  -1.15125923e-01   1.04006024e-01
   -5.51204160e-01  -6.78397914e-02  -9.31172730e-02   1.24784623e-01
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 [  2.01311545e-01   4.19043455e-01   3.48986940e-02   1.27407975e-01
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 [  2.98932783e-02  -9.10452399e-02   2.19840455e-01  -2.06586303e-01
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[[ 0.48898799]
 [ 1.24481021]
 [ 0.24188571]
 [ 0.69151898]
 [-2.1789663 ]
 [-0.23630277]
 [-1.35516347]
 [ 0.02989982]
 [ 0.54629025]
 [ 0.74011204]]
Progress: 13.9% ... Training loss: 0.354 ... Validation loss: 0.570[[  1.54597533e-01   2.51471454e-01  -1.16746138e-01   9.91662472e-02
   -5.36261516e-01  -6.62344962e-02  -8.40317489e-02   1.24579051e-01
   -8.97416208e-02   1.98117697e-01]
 [  1.50794843e-02   1.71406811e-01  -2.00810045e-02   3.85978659e-02
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 [  2.02170016e-01   4.20547094e-01   3.52390791e-02   1.28200345e-01
    2.38461220e-02  -6.72270448e-02  -5.28483949e-01  -3.25988838e-02
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 [ -2.88366293e-03   1.96940113e-01  -1.47831406e-01   4.14670142e-02
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   -5.87999335e-03   3.49826509e-02]
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   -2.05050063e-02  -1.21024632e-01]
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   -1.40751503e-01  -1.67706602e-01]
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   -4.49492829e-02   1.46792703e-01]
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   -5.99777657e-02  -2.44899994e-02]
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   -1.34392300e-01  -1.78321425e-01]
 [  1.56670010e-01  -1.17459801e-01  -1.34317499e-01   7.86576384e-03
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 [ -1.21286872e-01   1.64902343e-01   2.56178518e-01  -2.88259246e-02
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   -1.27864404e-01  -6.22139927e-02]
 [ -3.54763247e-01   1.02296979e-01   8.62995680e-03  -3.41672720e-02
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   -9.92570932e-02   7.78533037e-02]
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   -1.04115937e-02  -1.94228828e-01]
 [  2.04121755e-01  -1.49358966e-01   5.74950468e-02  -3.33990383e-02
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 [ -1.04995342e-01  -1.99571967e-02   1.20049611e-01   1.08452358e-01
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    1.84433842e-01  -3.33585104e-03]
 [  2.91756398e-02  -9.26846055e-02   2.19507650e-01  -2.07593310e-01
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[[ 0.46994961]
 [ 1.22888928]
 [ 0.22350433]
 [ 0.67253489]
 [-2.1998992 ]
 [-0.25611571]
 [-1.37842161]
 [ 0.01129578]
 [ 0.52630455]
 [ 0.72146481]]
Progress: 13.9% ... Training loss: 0.344 ... Validation loss: 0.563[[  1.55954020e-01   2.53442328e-01  -1.16178767e-01   1.00938686e-01
   -5.41115844e-01  -6.68261573e-02  -8.64687316e-02   1.24611973e-01
   -8.81862743e-02   1.99837162e-01]
 [  1.48632873e-02   1.70815170e-01  -2.01894759e-02   3.82716022e-02
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 [  2.01812171e-01   4.20461379e-01   3.51719216e-02   1.27814571e-01
    2.33642888e-02  -6.68767095e-02  -5.26824777e-01  -3.26048179e-02
    1.14904289e-01   3.69702877e-01]
 [ -3.68802327e-02  -3.35805096e-01  -2.48041797e-01  -3.21825099e-03
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    2.65590628e-03   6.04617475e-02]
 [ -2.80944402e-03   1.95855562e-01  -1.47783255e-01   4.11737436e-02
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   -1.93006745e-01   3.42869975e-02]
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   -5.75765596e-03   3.51231695e-02]
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   -2.10934921e-02  -1.21927638e-01]
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   -1.40524792e-01  -1.67357848e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
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 [ -2.10474558e-01  -1.25299186e-01   1.21825576e-01   2.75872955e-01
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   -2.03428592e-01   1.44143315e-02]
 [  1.16238701e-01  -4.19502018e-02  -1.84744362e-02   1.14581145e-01
   -1.09628749e-02  -8.21007784e-02   1.04711728e-01   4.36039214e-03
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 [  3.54781792e-02  -3.38399857e-02  -2.12008212e-01   1.44455229e-01
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   -9.77402644e-02  -5.04598450e-03]
 [ -1.30858342e-01  -6.52371122e-02  -2.08226697e-01   1.43520776e-01
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 [ -7.06237122e-02  -3.09571517e-02   2.76148430e-01   9.87368385e-02
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 [  4.06387497e-02  -3.46281248e-02   8.17384244e-02   7.32187381e-02
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   -4.96157905e-02  -7.99262458e-02]
 [  7.55081728e-04  -1.62650628e-01  -2.93143887e-01  -5.66169999e-02
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 [  5.38613243e-02   2.23767212e-02  -1.18021851e-01   4.48638704e-02
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 [  1.03066456e-01   6.97149178e-02  -5.16636795e-02  -1.11451369e-01
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 [ -9.71201938e-02   2.23719333e-02  -1.49755414e-02   2.38881767e-02
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 [ -4.87722741e-03   1.01561339e-02  -6.24811552e-02  -9.27547298e-02
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   -1.54550370e-01  -3.33523465e-01]
 [  1.41071963e-02  -2.62340417e-01  -1.47979746e-02  -3.07482108e-02
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 [  3.39887597e-02  -3.31644024e-01  -3.19821134e-02  -7.62190006e-02
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   -3.37465997e-01  -1.81369129e-01]
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   -2.62637146e-02   1.32155605e-01]
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   -5.73500434e-02  -9.29552798e-02]
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 [  1.22041541e-01   2.52279087e-01   1.68516102e-01  -7.71953157e-02
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 [  3.35738057e-01   2.74783963e-01  -8.98386125e-02   3.00746420e-01
   -8.79527948e-01  -2.82437543e-01  -4.33410881e-01   1.77357678e-01
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 [  5.71226689e-02   1.70801415e-01   2.57222036e-01   2.65860008e-01
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   -1.28407068e-01  -2.70974944e-01]
 [  3.64061908e-02  -1.69355082e-02  -1.11755159e-01  -3.52033075e-02
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 [  1.59369978e-02   2.99879620e-02   2.39300940e-01   5.60033989e-02
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   -2.00373138e-01   9.34855728e-02]
 [  4.84263649e-02  -3.07488656e-02   9.74570242e-02  -2.57565425e-02
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   -4.26807877e-02  -1.21095412e-01]
 [ -3.34818579e-02   2.64751673e-02   7.44767897e-02  -6.15123631e-02
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   -4.53283062e-02   1.46249753e-01]
 [  2.15117967e-01   4.31814244e-02   2.63527316e-02   7.37093867e-02
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   -6.02309716e-02  -2.48535691e-02]
 [  1.04601159e-02  -1.01347243e-01   1.90114134e-03  -4.95997101e-03
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    1.39982867e-01   4.25162900e-01]
 [  2.45117866e-01   2.60058831e-01   2.37441007e-01   1.17265012e-01
   -3.18458867e-01   9.06580292e-02  -1.64911154e-01   1.61939015e-01
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   -4.40481760e-02   3.86220524e-02]
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   -2.80115017e-01  -9.92263744e-02]
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   -1.97395517e-01   4.61254613e-02]
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   -1.34652919e-01  -1.78625972e-01]
 [  1.56399785e-01  -1.18130607e-01  -1.34461224e-01   7.58391538e-03
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 [ -1.21097448e-01   1.65312258e-01   2.56291357e-01  -2.85633182e-02
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   -1.27639595e-01  -6.19127969e-02]
 [ -3.54583438e-01   1.01751042e-01   8.70249911e-03  -3.39796321e-02
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   -9.90326191e-02   7.78998746e-02]
 [  1.45607011e-01   1.12203807e-01  -2.41889012e-01  -1.01410815e-01
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   -1.04591816e-02  -1.94331792e-01]
 [  2.03625821e-01  -1.50384795e-01   5.73031022e-02  -3.39909891e-02
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    1.01664275e-01  -1.88866274e-01]
 [ -1.04245409e-01  -1.83286350e-02   1.20394401e-01   1.09446359e-01
    1.05224575e-02  -1.11024699e-01   2.30883279e-01  -7.68049091e-02
    1.85298822e-01  -2.27043843e-03]
 [  2.95867318e-02  -9.14678074e-02   2.19660351e-01  -2.06970062e-01
    3.43951452e-02   1.01885889e-01  -2.83350052e-02  -1.12364639e-01
    4.47412881e-02   2.68662382e-01]]
[[ 0.475207  ]
 [ 1.23438084]
 [ 0.22718324]
 [ 0.67834165]
 [-2.20292291]
 [-0.25424185]
 [-1.37650145]
 [ 0.01628857]
 [ 0.53128272]
 [ 0.72754915]]
Progress: 14.0% ... Training loss: 0.342 ... Validation loss: 0.560[[  1.58295358e-01   2.58241340e-01  -1.14943830e-01   1.04298855e-01
   -5.51136840e-01  -6.79441979e-02  -9.21796342e-02   1.24696546e-01
   -8.54439514e-02   2.03051761e-01]
 [  1.47872104e-02   1.70580734e-01  -2.02315168e-02   3.81503869e-02
    1.01916612e-01  -5.24230346e-03   2.99509028e-01   4.12803274e-02
    1.37536980e-01  -2.95683047e-02]
 [  2.03116621e-01   4.23394504e-01   3.58923408e-02   1.29341987e-01
    1.79312721e-02  -6.72177231e-02  -5.29100186e-01  -3.25613522e-02
    1.16229445e-01   3.71200618e-01]
 [ -3.71467288e-02  -3.35329819e-01  -2.48206412e-01  -3.35216395e-03
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 [  1.45742146e-01   1.11813126e-01  -2.41777577e-01  -1.01152705e-01
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 [ -1.04685525e-01  -1.92272977e-02   1.20223889e-01   1.08766454e-01
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    1.84793445e-01  -2.87616872e-03]
 [  2.94102795e-02  -9.22871694e-02   2.19604674e-01  -2.07171373e-01
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[[ 0.49583022]
 [ 1.25627442]
 [ 0.24346172]
 [ 0.69967933]
 [-2.19341193]
 [-0.24039774]
 [-1.36420392]
 [ 0.03332596]
 [ 0.55326296]
 [ 0.74833293]]
Progress: 14.1% ... Training loss: 0.354 ... Validation loss: 0.563[[  1.56945892e-01   2.54768273e-01  -1.15578400e-01   1.02313415e-01
   -5.43171359e-01  -6.72468835e-02  -8.77931530e-02   1.24610441e-01
   -8.72131433e-02   2.00937252e-01]
 [  1.44920482e-02   1.69840919e-01  -2.03688515e-02   3.77624733e-02
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 [  2.00124403e-01   4.16038566e-01   3.43926111e-02   1.24803229e-01
    3.18560348e-02  -6.56542516e-02  -5.20330683e-01  -3.27723518e-02
    1.12688087e-01   3.66655695e-01]
 [ -3.99664295e-02  -3.42053153e-01  -2.49565847e-01  -7.41836789e-03
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   -1.27987322e-03   5.63169461e-02]
 [ -4.93625578e-03   1.91060218e-01  -1.48850326e-01   3.83568456e-02
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   -1.94599372e-01   3.09681653e-02]
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 [  6.10760317e-02  -2.11622208e-01   8.76467369e-02   2.48328187e-02
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   -5.35213222e-03   1.42032083e-01]
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   -2.12606544e-02  -1.22199276e-01]
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   -1.42287046e-01  -1.69694850e-01]
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   -9.91631164e-02  -7.01251539e-03]
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 [  4.13688916e-02  -3.33755919e-02   8.21663553e-02   7.41650637e-02
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   -4.87150225e-02  -7.88952990e-02]
 [  1.04935168e-03  -1.62363221e-01  -2.93003923e-01  -5.62315404e-02
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 [  5.34459346e-02   2.14245308e-02  -1.18190712e-01   4.43716552e-02
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   -1.64814911e-01  -5.22312981e-02]
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 [  1.02691998e-01   6.88030024e-02  -5.18357282e-02  -1.11977321e-01
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 [  1.56927356e-01  -1.16970988e-01  -1.34232370e-01   8.34211500e-03
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 [ -3.53269093e-01   1.04319510e-01   9.32197125e-03  -3.21496254e-02
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 [ -1.03967028e-01  -1.76851304e-02   1.20544548e-01   1.09655574e-01
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    1.85428417e-01  -1.96555708e-03]
 [  2.86462397e-02  -9.42351654e-02   2.19261371e-01  -2.08204210e-01
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[[ 0.47929281]
 [ 1.24228873]
 [ 0.22948466]
 [ 0.68406077]
 [-2.21647248]
 [-0.25681362]
 [-1.38052386]
 [ 0.01913169]
 [ 0.53987776]
 [ 0.73116597]]
Progress: 14.1% ... Training loss: 0.341 ... Validation loss: 0.555[[  1.57504748e-01   2.55366890e-01  -1.15334373e-01   1.03107533e-01
   -5.44439083e-01  -6.75000956e-02  -8.76203159e-02   1.24642873e-01
   -8.64233574e-02   2.01004452e-01]
 [  1.44920482e-02   1.69840919e-01  -2.03688515e-02   3.77624733e-02
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    1.37229307e-01  -2.99986773e-02]
 [  2.01542188e-01   4.19023690e-01   3.50301944e-02   1.26632301e-01
    2.67052853e-02  -6.62173788e-02  -5.22373725e-01  -3.27078216e-02
    1.14315917e-01   3.67512370e-01]
 [ -4.13358453e-02  -3.46147998e-01  -2.50134742e-01  -9.64542784e-03
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   -2.92459480e-03   5.46562009e-02]
 [ -5.23637349e-03   1.89512931e-01  -1.48935204e-01   3.79940133e-02
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   -1.94895334e-01   2.97597249e-02]
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   -6.74703828e-03   3.34258099e-02]
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   -2.11695935e-02  -1.22049970e-01]
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   -1.44043466e-01  -1.72065833e-01]
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 [  4.07203947e-02  -3.47534377e-02   8.18848218e-02   7.33493706e-02
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 [  3.36542503e-02  -3.32788254e-01  -3.21435706e-02  -7.66999752e-02
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 [  5.69004454e-02   1.70138382e-01   2.57145745e-01   2.65571866e-01
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   -4.56014731e-02   1.45928917e-01]
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   -6.01759683e-02  -2.52131440e-02]
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 [  1.30838049e-01   4.36860394e-01   3.74071106e-02   3.45163218e-01
   -6.20091929e-01  -5.74363538e-02  -3.47820631e-01   1.48096098e-01
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 [  2.45405548e-01   2.60699179e-01   2.37595380e-01   1.17722243e-01
   -3.19939163e-01   9.04843903e-02  -1.65721233e-01   1.61951403e-01
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 [ -8.21415757e-02   1.92292149e-01   2.37382963e-01   1.85775731e-03
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   -4.46389866e-02   3.77842787e-02]
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   -2.80915938e-01  -1.00373683e-01]
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   -1.97859056e-01   4.54894884e-02]
 [  3.53693192e-02  -2.97079376e-01  -1.14963647e-01  -1.26397076e-01
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   -1.37294946e-01  -1.82140173e-01]
 [  1.57413357e-01  -1.15776598e-01  -1.34059628e-01   8.90166655e-03
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 [ -1.23676741e-01   1.58981415e-01   2.55088285e-01  -3.21763556e-02
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   -1.30525241e-01  -6.57790714e-02]
 [ -3.52826694e-01   1.04635708e-01   9.55081578e-03  -3.16635972e-02
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   -9.70247844e-02   7.97257666e-02]
 [  1.44785171e-01   1.09375177e-01  -2.42157554e-01  -1.02422482e-01
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   -1.13281663e-02  -1.95755498e-01]
 [  2.04350837e-01  -1.49294935e-01   5.76381798e-02  -3.30673058e-02
    7.15748831e-02  -2.67586356e-02  -5.08251360e-03  -1.37004445e-01
    1.02203344e-01  -1.88113034e-01]
 [ -1.04685021e-01  -1.94348911e-02   1.20204994e-01   1.08629159e-01
    1.47915564e-02  -1.10739815e-01   2.32297810e-01  -7.68003417e-02
    1.84661576e-01  -3.06840752e-03]
 [  2.95992703e-02  -9.19578989e-02   2.19748972e-01  -2.06516722e-01
    3.17081975e-02   1.01675948e-01  -2.82979698e-02  -1.12371316e-01
    4.50845631e-02   2.68713599e-01]]
[[ 0.48033389]
 [ 1.24557795]
 [ 0.22928563]
 [ 0.68385205]
 [-2.22371095]
 [-0.26050591]
 [-1.38875093]
 [ 0.01849867]
 [ 0.54074248]
 [ 0.73536767]]
Progress: 14.2% ... Training loss: 0.340 ... Validation loss: 0.552[[  1.55499503e-01   2.50134848e-01  -1.16316527e-01   1.00068300e-01
   -5.34916083e-01  -6.63946442e-02  -8.13389671e-02   1.24560439e-01
   -8.88353414e-02   1.97740252e-01]
 [  1.43316929e-02   1.69487824e-01  -2.04272156e-02   3.76025791e-02
    1.03419224e-01  -5.05090039e-03   3.00834838e-01   4.12567785e-02
    1.37094477e-01  -3.02178545e-02]
 [  2.00332132e-01   4.15965833e-01   3.43793951e-02   1.24487070e-01
    3.28108615e-02  -6.55753731e-02  -5.19267429e-01  -3.27653675e-02
    1.12695757e-01   3.65613306e-01]
 [ -3.92685344e-02  -3.40773063e-01  -2.49108857e-01  -6.45962405e-03
    7.63658530e-02   1.75407575e-01   1.73045310e-01   5.54726277e-02
   -6.32293713e-04   5.78497357e-02]
 [ -5.56003262e-03   1.88577880e-01  -1.49060918e-01   3.75345446e-02
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   -1.95191520e-01   2.91928085e-02]
 [ -3.48089337e-01  -2.95721900e-01  -2.86976503e-01   1.44805935e-01
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   -8.16339778e-03   3.14385477e-02]
 [ -9.61555237e-03  -1.55888399e-01   6.74858441e-03   8.90817293e-02
   -3.21825110e-02  -6.88854571e-02   1.81455545e-01  -1.89205875e-01
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 [  1.15156588e-01  -1.98088031e-01   3.30430394e-02  -6.64249462e-02
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    6.93615100e-02  -1.47717333e-02]
 [ -1.52847933e-01  -2.09673478e-02  -2.98434869e-01   2.75761289e-03
   -9.64770327e-02   6.17909567e-02  -2.75127094e-01  -2.66945476e-02
    2.76998926e-01  -9.52172944e-02]
 [  5.93578674e-02  -2.17364684e-01   8.67403456e-02   2.19441057e-02
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   -7.44825410e-03   1.38178612e-01]
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   -2.11582455e-02  -1.22038610e-01]
 [ -8.63211856e-02   2.60952804e-02  -5.98444002e-02   1.92946218e-02
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   -1.45175698e-01  -1.73589129e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
    8.86559710e-02   1.76257777e-01]
 [ -2.10695256e-01  -1.26423272e-01   1.21812582e-01   2.75904556e-01
   -1.43580458e-01  -8.51940959e-02  -1.38201335e-01  -2.54803762e-01
   -2.03458921e-01   1.41772971e-02]
 [  1.15332883e-01  -4.43733427e-02  -1.88933501e-02   1.13325581e-01
   -6.78500767e-03  -8.17002275e-02   1.07602726e-01   4.33132451e-03
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 [  3.38000950e-02  -3.83682234e-02  -2.12834039e-01   1.41942951e-01
   -4.65950497e-02   9.05162424e-02  -8.64760940e-02  -2.00870551e-02
   -9.95880203e-02  -7.68665269e-03]
 [ -1.30868669e-01  -6.52067614e-02  -2.08247273e-01   1.43528754e-01
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    5.68612882e-02  -2.13583814e-01]
 [ -7.17519596e-02  -3.42188874e-02   2.75542272e-01   9.71038032e-02
    1.22107432e-01  -6.14228408e-02  -1.29488088e-01   1.20998873e-01
    6.75890816e-02   3.16589881e-02]
 [  4.02979595e-02  -3.56800046e-02   8.16823179e-02   7.27996045e-02
    1.35155084e-01  -1.29455942e-02   2.83593015e-01   1.20304836e-01
   -4.98685681e-02  -8.04575683e-02]
 [  4.31042661e-04  -1.64061916e-01  -2.93374984e-01  -5.73597685e-02
    2.60791095e-01  -8.71474988e-02   1.89982554e-01   1.64396203e-01
    9.97684143e-02  -3.90471051e-02]
 [  5.23876038e-02   1.80417626e-02  -1.18706535e-01   4.26707948e-02
   -8.74788753e-02   3.25165546e-01   2.43793219e-01   2.05584769e-01
   -1.66125742e-01  -5.42491619e-02]
 [  1.91678396e-02   1.81894835e-02   1.28608984e-01   1.26252404e-01
   -7.35704443e-02   9.94562003e-02  -2.11898672e-01  -3.98312263e-02
    2.23256750e-01   1.03798440e-01]
 [  1.03395404e-01   7.03340820e-02  -5.14601320e-02  -1.10919759e-01
   -8.88292204e-02  -3.27382446e-01   1.13674947e-01   8.43173907e-03
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 [ -9.60909187e-02   2.49602719e-02  -1.44672300e-02   2.53364807e-02
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    1.60495147e-02   1.32167122e-01]
 [ -1.30855576e-01  -2.00484388e-02  -1.91176798e-01   1.42102295e-02
   -3.03740548e-01  -1.06948151e-02  -5.62167669e-02  -2.24828322e-02
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 [ -5.26990863e-03   8.94854949e-03  -6.26747926e-02  -9.33015010e-02
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   -1.54968241e-01  -3.34194667e-01]
 [  1.34251745e-02  -2.64192150e-01  -1.51230441e-02  -3.17319765e-02
    5.32845688e-01   8.67227992e-02   4.03036521e-01   9.33337993e-02
    6.02869201e-02  -3.33059594e-01]
 [  3.32097224e-02  -3.33994976e-01  -3.23693845e-02  -7.73792812e-02
    5.82024044e-01   1.32339022e-02   3.88392915e-01   5.00039784e-02
   -3.38391813e-01  -1.82639560e-01]
 [ -1.30247171e-01  -4.60700796e-01   8.83028514e-03  -1.50854626e-01
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   -2.75151309e-02   1.30513251e-01]
 [ -2.57741223e-01  -2.82070221e-01   6.91284998e-02  -9.26169348e-03
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   -5.92965619e-02  -9.56314188e-02]
 [ -1.49647611e-01  -1.39105395e-01   2.74374638e-01  -1.73269855e-01
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   -2.01443095e-01   4.14109977e-02]
 [ -9.04953880e-02  -1.09767101e-01  -1.62733033e-01  -4.91612210e-02
    3.27197425e-01  -2.47435116e-01   6.14325846e-02   1.71799341e-01
    3.00741321e-02  -6.54201819e-02]
 [  1.22429684e-01   2.53405960e-01   1.68717861e-01  -7.65917827e-02
   -1.20470203e-01   4.53028399e-02  -1.66452088e-01   2.84826182e-01
    8.45574158e-02   1.86458592e-01]
 [  3.36499346e-01   2.76450553e-01  -8.95588186e-02   3.01639813e-01
   -8.80172191e-01  -2.82858786e-01  -4.35452827e-01   1.77386543e-01
    3.66940596e-01  -6.00368818e-02]
 [  5.70218923e-02   1.70457062e-01   2.57199759e-01   2.65740789e-01
   -1.01557066e-01  -1.99867514e-01  -2.03346573e-01  -1.31961727e-01
   -1.28546862e-01  -2.71256704e-01]
 [  3.60330622e-02  -1.79661968e-02  -1.11945062e-01  -3.57556947e-02
    1.98976284e-01   3.59577959e-02  -4.10613601e-02  -1.83331020e-01
    4.90442380e-02   2.27038632e-01]
 [ -1.26299070e-02  -8.68926942e-02  -7.25013747e-02  -7.01623386e-02
    4.95994119e-02  -1.67766049e-01   1.25617941e-01   9.63905237e-03
    2.30753902e-02  -1.01437690e-02]
 [  1.66673337e-02   3.19653312e-02   2.39663053e-01   5.70941691e-02
   -1.72413098e-01  -1.27200649e-01   1.52814118e-01   3.94729702e-02
   -1.99520945e-01   9.45086134e-02]
 [  4.91163189e-02  -2.91488876e-02   9.77635941e-02  -2.47573231e-02
   -1.36939104e-01   8.16952312e-02   1.31310923e-01  -2.71752224e-01
   -4.18836019e-02  -1.20115538e-01]
 [ -3.41942718e-02   2.47815359e-02   7.41592264e-02  -6.25652905e-02
    7.09656388e-02   1.93454983e-01   1.63648052e-01   1.17373827e-01
   -4.60995546e-02   1.45200925e-01]
 [  2.14840110e-01   4.29752384e-02   2.62241221e-02   7.34940460e-02
    8.25374872e-02  -1.86174622e-02  -1.36368763e-01   1.47944842e-01
   -6.03828553e-02  -2.54323382e-02]
 [  1.03576576e-02  -1.01522281e-01   1.86567606e-03  -5.09428001e-03
   -2.64618380e-01  -1.06781899e-01  -1.19646131e-01   3.95761439e-02
    8.54563613e-02   1.51534069e-01]
 [ -2.07127178e-02   4.39572576e-01   8.96183778e-02   3.23139882e-01
   -8.30924907e-01  -2.77731395e-01  -5.22124559e-01  -7.63700893e-02
    2.12886944e-01   2.50730805e-01]
 [  1.30922703e-01   4.36644638e-01   3.74544232e-02   3.45251497e-01
   -6.20236680e-01  -5.74824395e-02  -3.47811863e-01   1.48098332e-01
    1.42036999e-01   4.27529193e-01]
 [  2.45327037e-01   2.60494562e-01   2.37557403e-01   1.17614520e-01
   -3.19573865e-01   9.05244011e-02  -1.65514030e-01   1.61948399e-01
    2.17000348e-01   5.22460668e-02]
 [ -8.20990863e-02   1.92346265e-01   2.37404612e-01   1.91660607e-03
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   -4.45898037e-02   3.78345926e-02]
 [ -1.01381969e-01  -1.80627193e-02   2.31120147e-02   8.53502423e-02
   -2.80394125e-02   1.19257253e-01   2.70673361e-01   2.02186919e-02
   -2.80983424e-01  -1.00495311e-01]
 [ -2.10059868e-01   7.25251086e-03  -8.86354210e-02  -3.31529467e-01
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   -1.98082876e-01   4.51767528e-02]
 [  3.49614807e-02  -2.98105782e-01  -1.15155029e-01  -1.26988379e-01
    2.62359481e-01   1.43776104e-02   9.84445894e-02   1.54182632e-01
   -1.37759751e-01  -1.82773235e-01]
 [  1.57953366e-01  -1.14653902e-01  -1.33799138e-01   9.65822850e-03
    1.09786589e-01  -6.62902875e-02  -5.19895847e-02  -1.47795836e-01
    1.41650365e-01  -8.78854112e-02]
 [ -1.24286826e-01   1.57379579e-01   2.54826064e-01  -3.29601934e-02
    1.90066904e-01   9.28289878e-02  -1.27621295e-02  -2.98843691e-01
   -1.31160481e-01  -6.67194857e-02]
 [ -3.53003351e-01   1.03682282e-01   9.46524862e-03  -3.20102929e-02
    1.31159508e-01  -1.67533452e-01  -4.80757428e-02   2.35257303e-01
   -9.72632786e-02   7.92443368e-02]
 [  1.44053909e-01   1.07489017e-01  -2.42531642e-01  -1.03565422e-01
    1.29141453e-01  -2.87256551e-01   1.39519858e-02  -1.68032074e-01
   -1.22025190e-02  -1.96942475e-01]
 [  2.02940512e-01  -1.52738948e-01   5.69528915e-02  -3.51489267e-02
    7.80832798e-02  -2.59814578e-02  -9.44109676e-04  -1.37060060e-01
    1.00585394e-01  -1.90318864e-01]
 [ -1.04950250e-01  -1.98121160e-02   1.20054993e-01   1.08242912e-01
    1.63207101e-02  -1.10597825e-01   2.32947784e-01  -7.68128788e-02
    1.84254686e-01  -3.49077599e-03]
 [  2.84810122e-02  -9.45630004e-02   2.19213104e-01  -2.08167923e-01
    3.68865886e-02   1.02281338e-01  -2.53690545e-02  -1.12416618e-01
    4.38042840e-02   2.67148338e-01]]
[[ 0.46285813]
 [ 1.22980947]
 [ 0.21352872]
 [ 0.66706117]
 [-2.24329824]
 [-0.27540855]
 [-1.40600948]
 [ 0.00269551]
 [ 0.52470065]
 [ 0.71692579]]
Progress: 14.2% ... Training loss: 0.351 ... Validation loss: 0.563[[  1.58829514e-01   2.57888887e-01  -1.14663596e-01   1.05179274e-01
   -5.50329580e-01  -6.84317855e-02  -9.04886936e-02   1.24581419e-01
   -8.49667742e-02   2.02644447e-01]
 [  1.39771505e-02   1.68523364e-01  -2.05800436e-02   3.71690762e-02
    1.04685391e-01  -4.86469967e-03   3.01991088e-01   4.12548814e-02
    1.36706450e-01  -3.07400323e-02]
 [  2.03065475e-01   4.21450507e-01   3.56413162e-02   1.28081910e-01
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 [  3.01777671e-02  -9.03741648e-02   2.20036115e-01  -2.05564786e-01
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[[ 0.48149545]
 [ 1.25239105]
 [ 0.23071044]
 [ 0.68628846]
 [-2.23652505]
 [-0.26391729]
 [-1.39816906]
 [ 0.01416715]
 [ 0.54244022]
 [ 0.7379785 ]]
Progress: 14.2% ... Training loss: 0.339 ... Validation loss: 0.547[[  1.58494986e-01   2.56173803e-01  -1.14895231e-01   1.04547592e-01
   -5.47277235e-01  -6.82175502e-02  -8.89897649e-02   1.24571539e-01
   -8.54796759e-02   2.01935783e-01]
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 [  1.99930018e-01   4.14377238e-01   3.39331020e-02   1.22748964e-01
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    1.11441576e-01   3.63809337e-01]
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[[ 0.48274019]
 [ 1.25332776]
 [ 0.23269856]
 [ 0.69223471]
 [-2.2366898 ]
 [-0.2586877 ]
 [-1.39163364]
 [ 0.01848527]
 [ 0.54823944]
 [ 0.74126351]]
Progress: 14.3% ... Training loss: 0.338 ... Validation loss: 0.553[[  1.58514154e-01   2.56336980e-01  -1.14834704e-01   1.04540939e-01
   -5.46044002e-01  -6.82261499e-02  -8.93838831e-02   1.24577423e-01
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 [  1.97638687e-01   4.08860184e-01   3.27862129e-02   1.19337700e-01
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   -6.10312819e-02  -2.64666941e-02]
 [  1.14132158e-02  -9.85611712e-02   2.40634332e-03  -3.40688130e-03
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 [  2.46451016e-01   2.63533089e-01   2.38166664e-01   1.19471008e-01
   -3.25499804e-01   8.98162517e-02  -1.69023244e-01   1.61987467e-01
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   -4.46842486e-02   3.77266270e-02]
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   -2.80426490e-01  -9.97328783e-02]
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   -1.98878392e-01   4.41046662e-02]
 [  3.46117074e-02  -2.99161305e-01  -1.15328013e-01  -1.27511016e-01
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   -1.38167643e-01  -1.83351725e-01]
 [  1.57116077e-01  -1.16563258e-01  -1.34180892e-01   8.51884016e-03
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 [ -1.24665308e-01   1.56145417e-01   2.54650831e-01  -3.35313017e-02
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   -1.31644228e-01  -6.73413144e-02]
 [ -3.53290510e-01   1.02919943e-01   9.39871296e-03  -3.22117312e-02
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   -9.74031467e-02   7.91447090e-02]
 [  1.44073580e-01   1.07165308e-01  -2.42544143e-01  -1.03432559e-01
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   -1.22569694e-02  -1.96788643e-01]
 [  2.04322623e-01  -1.49597284e-01   5.76407594e-02  -3.32029464e-02
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 [ -1.04008165e-01  -1.83190048e-02   1.20509003e-01   1.09376155e-01
    1.39148127e-02  -1.11075284e-01   2.30445061e-01  -7.67911152e-02
    1.85160163e-01  -2.09502068e-03]
 [  2.89187606e-02  -9.37530303e-02   2.19420068e-01  -2.07318231e-01
    3.36403369e-02   1.01786891e-01  -2.64996131e-02  -1.12454034e-01
    4.46855274e-02   2.67473865e-01]]
[[ 0.47105499]
 [ 1.24084726]
 [ 0.22088984]
 [ 0.68214434]
 [-2.25183298]
 [-0.2704952 ]
 [-1.40217034]
 [ 0.00727453]
 [ 0.53662803]
 [ 0.72829006]]
Progress: 14.3% ... Training loss: 0.341 ... Validation loss: 0.555[[  1.62413009e-01   2.65689144e-01  -1.12947611e-01   1.10388996e-01
   -5.62890261e-01  -7.03907012e-02  -1.00387633e-01   1.24639906e-01
   -8.07689408e-02   2.07688398e-01]
 [  1.41521573e-02   1.68945349e-01  -2.04354128e-02   3.76237270e-02
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    1.37019851e-01  -3.03954576e-02]
 [  1.98818586e-01   4.12911180e-01   3.33454526e-02   1.20922678e-01
    3.93785424e-02  -6.42517494e-02  -5.14544064e-01  -3.29285959e-02
    1.10248423e-01   3.61288708e-01]
 [ -3.53342231e-02  -3.31061514e-01  -2.47253833e-01  -6.15162417e-04
    6.16534828e-02   1.73093115e-01   1.61744550e-01   5.56239564e-02
    3.73597469e-03   6.50325191e-02]
 [ -4.67050122e-03   1.91947890e-01  -1.48551114e-01   3.91006158e-02
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   -1.93714103e-01   3.00417608e-02]
 [ -3.45477874e-01  -2.90868139e-01  -2.85608401e-01   1.49275827e-01
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   -4.88179271e-03   3.58263064e-02]
 [ -6.01537377e-03  -1.47566470e-01   8.43878800e-03   9.40132184e-02
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 [  1.14652484e-01  -2.00167314e-01   3.28167021e-02  -6.70647759e-02
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    6.87833539e-02  -1.62344755e-02]
 [ -1.52275979e-01  -1.99165322e-02  -2.98172705e-01   3.66636896e-03
   -9.78978969e-02   6.13420116e-02  -2.76441053e-01  -2.67135275e-02
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 [  6.37909750e-02  -2.07574680e-01   8.89578467e-02   2.86964971e-02
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   -1.92761201e-03   1.44572474e-01]
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   -1.91372443e-02  -1.19146828e-01]
 [ -8.63544160e-02   2.53792014e-02  -5.98095541e-02   1.93961245e-02
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   -1.45179765e-01  -1.73685836e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
    8.86559710e-02   1.76257777e-01]
 [ -2.10368471e-01  -1.26265829e-01   1.22064725e-01   2.76890235e-01
   -1.45946349e-01  -8.55495585e-02  -1.39131349e-01  -2.54788710e-01
   -2.02897958e-01   1.49703383e-02]
 [  1.16704106e-01  -4.15740228e-02  -1.82486786e-02   1.15332532e-01
   -1.11821423e-02  -8.25450846e-02   1.04212605e-01   4.35882382e-03
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 [  3.47456412e-02  -3.62905003e-02  -2.12341559e-01   1.43308612e-01
   -5.00674491e-02   8.99510507e-02  -8.89889679e-02  -2.00539215e-02
   -9.84551016e-02  -6.29444133e-03]
 [ -1.30288081e-01  -6.41578260e-02  -2.07981040e-01   1.44240299e-01
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 [ -7.04646201e-02  -3.07985940e-02   2.76093820e-01   9.88410137e-02
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 [  4.08471558e-02  -3.47609224e-02   8.19071213e-02   7.34725210e-02
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   -4.92185898e-02  -7.97025916e-02]
 [  6.51933854e-04  -1.64391371e-01  -2.93256900e-01  -5.70942722e-02
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    9.99748522e-02  -3.89163956e-02]
 [  5.11003807e-02   1.44574393e-02  -1.19329033e-01   4.07784028e-02
   -8.19856064e-02   3.25861869e-01   2.47559522e-01   2.05534871e-01
   -1.67682473e-01  -5.65253914e-02]
 [  2.02636504e-02   2.12739546e-02   1.29203621e-01   1.28179806e-01
   -8.00142452e-02   9.86197360e-02  -2.14697942e-01  -3.98484311e-02
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 [  1.04632628e-01   7.32751059e-02  -5.09066158e-02  -1.09082371e-01
   -9.26043748e-02  -3.28083177e-01   1.10346436e-01   8.45049109e-03
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 [ -9.61411062e-02   2.47702365e-02  -1.44737661e-02   2.53123991e-02
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 [ -1.30853278e-01  -2.02456947e-02  -1.91151748e-01   1.42867625e-02
   -3.04585300e-01  -1.07188573e-02  -5.60488228e-02  -2.24783995e-02
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 [ -5.46355108e-03   8.42087583e-03  -6.27686864e-02  -9.35691266e-02
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   -1.55181239e-01  -3.34480207e-01]
 [  1.20921853e-02  -2.67997254e-01  -1.57735377e-02  -3.37082828e-02
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    5.87832209e-02  -3.35191846e-01]
 [  3.23740225e-02  -3.36568994e-01  -3.27441765e-02  -7.85480766e-02
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   -3.39356840e-01  -1.83949222e-01]
 [ -1.31246256e-01  -4.63383847e-01   8.34739246e-03  -1.52321579e-01
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   -2.86514601e-02   1.29127342e-01]
 [ -2.58294662e-01  -2.83784239e-01   6.89372223e-02  -9.92887413e-03
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   -5.98387664e-02  -9.63871845e-02]
 [ -1.50166568e-01  -1.40624518e-01   2.74157482e-01  -1.73973353e-01
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   -2.02003587e-01   4.06903935e-02]
 [ -9.07482237e-02  -1.10319968e-01  -1.62857428e-01  -4.95014563e-02
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 [  1.22122121e-01   2.52528522e-01   1.68575452e-01  -7.70025902e-02
   -1.19327918e-01   4.54284547e-02  -1.65613552e-01   2.84811445e-01
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 [  3.38502718e-01   2.81163763e-01  -8.86837278e-02   3.04504322e-01
   -8.85487351e-01  -2.83997261e-01  -4.41409359e-01   1.77427825e-01
    3.69134849e-01  -5.68420500e-02]
 [  5.77515629e-02   1.72289054e-01   2.57558033e-01   2.66766107e-01
   -1.04930903e-01  -2.00314627e-01  -2.05645872e-01  -1.31950419e-01
   -1.27677053e-01  -2.70107665e-01]
 [  3.59265289e-02  -1.83243293e-02  -1.12042916e-01  -3.59608162e-02
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 [ -1.23755641e-02  -8.63091271e-02  -7.23905286e-02  -6.97791366e-02
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    2.33334907e-02  -9.81795837e-03]
 [  1.80303425e-02   3.55304101e-02   2.40286467e-01   5.91247101e-02
   -1.79014775e-01  -1.28057358e-01   1.48352255e-01   3.94757623e-02
   -1.97941616e-01   9.62543513e-02]
 [  4.93524110e-02  -2.86348114e-02   9.78652513e-02  -2.44250372e-02
   -1.37956779e-01   8.15347510e-02   1.30718819e-01  -2.71762204e-01
   -4.16097157e-02  -1.19784053e-01]
 [ -3.50018129e-02   2.25703562e-02   7.37953409e-02  -6.37587899e-02
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   -4.70178894e-02   1.43973979e-01]
 [  2.14069644e-01   4.13347404e-02   2.58703074e-02   7.24218460e-02
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   -6.12258991e-02  -2.67475507e-02]
 [  1.18145722e-02  -9.74827524e-02   2.60490536e-03  -2.76411016e-03
   -2.71916607e-01  -1.07670431e-01  -1.23875577e-01   3.96009667e-02
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 [ -1.70417480e-02   4.47587332e-01   9.12910389e-02   3.28124296e-01
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 [  1.32343954e-01   4.39898648e-01   3.81185280e-02   3.47244697e-01
   -6.25929502e-01  -5.82835206e-02  -3.51248981e-01   1.48126392e-01
    1.43576364e-01   4.29469955e-01]
 [  2.47560017e-01   2.66106155e-01   2.38730409e-01   1.21201878e-01
   -3.31145017e-01   8.91873486e-02  -1.72323406e-01   1.62004676e-01
    2.19805242e-01   5.58622177e-02]
 [ -8.21041723e-02   1.92328723e-01   2.37400850e-01   1.88836823e-03
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   -4.46071990e-02   3.78259737e-02]
 [ -1.00814294e-01  -1.67219230e-02   2.34355874e-02   8.63512092e-02
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   -2.80232849e-01  -9.94807158e-02]
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   -1.98733348e-01   4.43006155e-02]
 [  3.46117074e-02  -2.99161305e-01  -1.15328013e-01  -1.27511016e-01
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   -1.38167643e-01  -1.83351725e-01]
 [  1.57119296e-01  -1.16533922e-01  -1.34175660e-01   8.59447562e-03
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    1.40701121e-01  -8.91580670e-02]
 [ -1.23931121e-01   1.57820034e-01   2.54973970e-01  -3.24891858e-02
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   -1.30883252e-01  -6.62053160e-02]
 [ -3.51576555e-01   1.06834945e-01   1.02330474e-02  -2.96692199e-02
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   -9.54082294e-02   8.15070762e-02]
 [  1.44210536e-01   1.07249310e-01  -2.42441501e-01  -1.03118456e-01
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   -1.19885411e-02  -1.96481693e-01]
 [  2.04321337e-01  -1.50219062e-01   5.76001467e-02  -3.33108108e-02
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    1.02008259e-01  -1.88321828e-01]
 [ -1.02477483e-01  -1.48944544e-02   1.21218319e-01   1.11543603e-01
    7.51993179e-03  -1.11967444e-01   2.26282304e-01  -7.67667408e-02
    1.86880297e-01   2.63137485e-04]
 [  2.98018553e-02  -9.13267158e-02   2.19867330e-01  -2.05831716e-01
    2.82850147e-02   1.01213294e-01  -2.91713436e-02  -1.12438290e-01
    4.58963730e-02   2.68621288e-01]]
[[ 0.49553759]
 [ 1.2660375 ]
 [ 0.24430559]
 [ 0.70917774]
 [-2.2362867 ]
 [-0.25200555]
 [-1.38210693]
 [ 0.03192152]
 [ 0.56235101]
 [ 0.7565201 ]]
Progress: 14.4% ... Training loss: 0.345 ... Validation loss: 0.562[[  1.58371749e-01   2.54949746e-01  -1.14927127e-01   1.04483762e-01
   -5.43340138e-01  -6.82836041e-02  -8.90417306e-02   1.24379430e-01
   -8.54387717e-02   2.01286324e-01]
 [  1.42240811e-02   1.69061799e-01  -2.04022766e-02   3.77472718e-02
    1.02662779e-01  -5.03473235e-03   3.01023616e-01   4.12674354e-02
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[[ 0.47856366]
 [ 1.25168794]
 [ 0.22912393]
 [ 0.68845984]
 [-2.26126295]
 [-0.27201753]
 [-1.40765789]
 [ 0.0126807 ]
 [ 0.54310713]
 [ 0.73809289]]
Progress: 14.4% ... Training loss: 0.338 ... Validation loss: 0.545[[  1.57369826e-01   2.52278745e-01  -1.15433823e-01   1.02872308e-01
   -5.37638255e-01  -6.77124308e-02  -8.53623814e-02   1.24350094e-01
   -8.66251421e-02   1.99545398e-01]
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[[ 0.47320734]
 [ 1.24919722]
 [ 0.22445152]
 [ 0.68485943]
 [-2.26852936]
 [-0.27449686]
 [-1.41401646]
 [ 0.00582855]
 [ 0.54053607]
 [ 0.73449869]]
Progress: 14.5% ... Training loss: 0.340 ... Validation loss: 0.548[[  1.59466398e-01   2.55554235e-01  -1.14453736e-01   1.05578116e-01
   -5.46112081e-01  -6.87013046e-02  -8.97033541e-02   1.24375612e-01
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   -6.26145796e-02  -2.86084784e-02]
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 [  1.55296042e-01  -1.20984723e-01  -1.35041333e-01   6.02200833e-03
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   -1.29063333e-01  -6.39385157e-02]
 [ -3.52236182e-01   1.03760914e-01   9.86643825e-03  -3.09878181e-02
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   -1.26559340e-02  -1.97370933e-01]
 [  2.03830596e-01  -1.51484798e-01   5.73694560e-02  -3.41645863e-02
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 [ -1.03869618e-01  -1.94146715e-02   1.20528179e-01   1.09377466e-01
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    1.85038084e-01  -1.89943830e-03]
 [  2.98987138e-02  -9.09577061e-02   2.19898902e-01  -2.05654711e-01
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[[ 0.48631928]
 [ 1.26449162]
 [ 0.23415332]
 [ 0.69933905]
 [-2.25999293]
 [-0.26672752]
 [-1.40829724]
 [ 0.01556943]
 [ 0.55443386]
 [ 0.74925729]]
Progress: 14.6% ... Training loss: 0.335 ... Validation loss: 0.541[[  1.58447477e-01   2.53082932e-01  -1.14944766e-01   1.03917725e-01
   -5.41311953e-01  -6.81376603e-02  -8.71220629e-02   1.24342937e-01
   -8.55815776e-02   2.00488517e-01]
 [  1.56156904e-02   1.72616609e-01  -1.97545674e-02   3.98079424e-02
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 [  2.02585396e-01   4.21986690e-01   3.47400558e-02   1.24950620e-01
    2.73095008e-02  -6.59260516e-02  -5.24298357e-01  -3.28602967e-02
    1.13701304e-01   3.65557099e-01]
 [ -3.37798762e-02  -3.26413976e-01  -2.46119642e-01   2.49328434e-03
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 [ -3.57382764e-03   1.88883576e-01  -1.47796136e-01   4.01753336e-02
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   -1.91672337e-01   3.04240049e-02]
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   -7.15254861e-03   3.23637267e-02]
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   -2.42164189e-03   1.42849008e-01]
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   -2.02303418e-02  -1.20794032e-01]
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   -1.46840466e-01  -1.76156075e-01]
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   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
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 [ -2.12030284e-01  -1.31281626e-01   1.21295677e-01   2.74597810e-01
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   -2.04731919e-01   1.23387949e-02]
 [  1.15934115e-01  -4.35783224e-02  -1.85975207e-02   1.14282087e-01
   -7.83902663e-03  -8.22500631e-02   1.06261007e-01   4.30423182e-03
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 [  3.45425386e-02  -3.70777247e-02  -2.12442431e-01   1.42959438e-01
   -4.88142590e-02   9.00759672e-02  -8.82251558e-02  -2.00530595e-02
   -9.86797363e-02  -6.67344369e-03]
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 [ -7.04980662e-02  -3.04685461e-02   2.76010379e-01   9.87584047e-02
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 [  4.19916084e-02  -3.23105443e-02   8.24939979e-02   7.50084291e-02
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   -4.79743757e-02  -7.80236827e-02]
 [  1.63179912e-03  -1.62301859e-01  -2.92843335e-01  -5.57602037e-02
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 [  4.80350690e-02   6.31784502e-03  -1.20895864e-01   3.60473446e-02
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   -1.71446683e-01  -6.16632959e-02]
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   -8.82891378e-02  -3.27546147e-01   1.13174654e-01   8.42765190e-03
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 [ -9.58997971e-02   2.52414118e-02  -1.43475653e-02   2.56421186e-02
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   -1.56780452e-01  -3.36698842e-01]
 [  1.16016171e-02  -2.69626281e-01  -1.59954332e-02  -3.43489758e-02
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 [  3.16110893e-02  -3.38654781e-01  -3.31309546e-02  -7.97085151e-02
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   -3.40249477e-01  -1.85192362e-01]
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   -3.09138403e-02   1.26380579e-01]
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   -6.13637542e-02  -9.84583990e-02]
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   -2.03663487e-01   3.86796013e-02]
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 [  1.22883743e-01   2.55037600e-01   1.68974743e-01  -7.57358133e-02
   -1.23391716e-01   4.49454105e-02  -1.68107883e-01   2.84817797e-01
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 [  3.38188795e-01   2.80217148e-01  -8.88372637e-02   3.03930254e-01
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 [  5.83201915e-02   1.73517247e-01   2.57771335e-01   2.67494809e-01
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   -1.27113481e-01  -2.69332268e-01]
 [  3.60185851e-02  -1.79277414e-02  -1.11986251e-01  -3.57665082e-02
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 [  1.82592595e-02   3.61979663e-02   2.40346098e-01   5.94019158e-02
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   -1.97702497e-01   9.63672124e-02]
 [  4.97253113e-02  -2.77528971e-02   9.80468258e-02  -2.39053706e-02
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   -4.11876295e-02  -1.19247882e-01]
 [ -3.40267339e-02   2.50297954e-02   7.42433655e-02  -6.23698635e-02
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   -4.59159625e-02   1.45226213e-01]
 [  2.12949704e-01   3.86505392e-02   2.52940707e-02   7.06848090e-02
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   -6.26213172e-02  -2.85815963e-02]
 [  1.26267556e-02  -9.54636569e-02   2.98220788e-03  -1.63526726e-03
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   -4.40453034e-02   3.84943346e-02]
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   -2.80424955e-01  -9.98687818e-02]
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   -1.39052673e-01  -1.84568639e-01]
 [  1.55064497e-01  -1.22377622e-01  -1.35167106e-01   5.64549124e-03
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 [ -1.21588262e-01   1.62609253e-01   2.56038002e-01  -2.91082500e-02
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   -1.28238589e-01  -6.29927060e-02]
 [ -3.52150081e-01   1.04184152e-01   9.92251526e-03  -3.08297077e-02
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   -9.60447190e-02   8.03497429e-02]
 [  1.45265737e-01   1.10528255e-01  -2.41830985e-01  -1.01512031e-01
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   -1.07205010e-02  -1.94898776e-01]
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 [ -1.04409305e-01  -2.08538281e-02   1.20292043e-01   1.08674330e-01
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    1.84478971e-01  -2.64283751e-03]
 [  2.96473296e-02  -9.21574314e-02   2.19730208e-01  -2.06128892e-01
    2.83012977e-02   1.01432242e-01  -2.81845798e-02  -1.12383948e-01
    4.58143917e-02   2.67826540e-01]]
[[ 0.48758966]
 [ 1.26657125]
 [ 0.23695098]
 [ 0.70215211]
 [-2.25773648]
 [-0.26510888]
 [-1.40497836]
 [ 0.01638439]
 [ 0.55689929]
 [ 0.75147873]]
Progress: 14.6% ... Training loss: 0.335 ... Validation loss: 0.543[[  1.59015606e-01   2.53724179e-01  -1.14791033e-01   1.04506899e-01
   -5.41789413e-01  -6.83432369e-02  -8.82366502e-02   1.24358467e-01
   -8.49525330e-02   2.01480064e-01]
 [  1.51616505e-02   1.71484466e-01  -1.99975511e-02   3.91195895e-02
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 [ -1.03637525e-01  -1.89224647e-02   1.20656867e-01   1.09736979e-01
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    1.85305842e-01  -1.52874382e-03]
 [  2.93685637e-02  -9.28286285e-02   2.19586048e-01  -2.06515102e-01
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[[ 0.49625521]
 [ 1.27672082]
 [ 0.24363756]
 [ 0.71270761]
 [-2.2564326 ]
 [-0.25721128]
 [-1.39957701]
 [ 0.02379847]
 [ 0.56762547]
 [ 0.76190986]]
Progress: 14.7% ... Training loss: 0.338 ... Validation loss: 0.546[[  1.56167985e-01   2.46905826e-01  -1.16106833e-01   1.00512872e-01
   -5.29282707e-01  -6.68549201e-02  -8.03208490e-02   1.24229414e-01
   -8.80772516e-02   1.96900624e-01]
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    1.11393212e-01   3.62189985e-01]
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   -7.22047389e-03   3.19703967e-02]
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   -3.43134539e-03   1.41114064e-01]
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   -2.06972608e-02  -1.21399480e-01]
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   -1.47525359e-01  -1.77141952e-01]
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 [  4.19043782e-02  -3.27407615e-02   8.24657424e-02   7.48038954e-02
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   -4.80507517e-02  -7.83177528e-02]
 [  8.86835485e-04  -1.64473663e-01  -2.93205487e-01  -5.69319135e-02
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    1.00188711e-01  -3.85248634e-02]
 [  4.75455947e-02   5.05947792e-03  -1.21155118e-01   3.52565292e-02
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 [  2.88598283e-02  -9.38153596e-02   2.19357591e-01  -2.07267697e-01
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[[ 0.47988429]
 [ 1.26266145]
 [ 0.22793229]
 [ 0.69717218]
 [-2.27547077]
 [-0.27274431]
 [-1.41703599]
 [ 0.00954042]
 [ 0.55169518]
 [ 0.74602348]]
Progress: 14.7% ... Training loss: 0.334 ... Validation loss: 0.544[[  1.57161929e-01   2.48950972e-01  -1.15698848e-01   1.01694504e-01
   -5.32589628e-01  -6.73147768e-02  -8.30870651e-02   1.24245873e-01
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 [ -2.36489602e-03   1.91208708e-01  -1.47044901e-01   4.21577765e-02
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   -4.52883621e-02   1.45911720e-01]
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   -6.29889915e-02  -2.90261871e-02]
 [  1.29452204e-02  -9.46405273e-02   3.14258935e-03  -1.18547633e-03
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   -1.08852342e-02  -1.95116603e-01]
 [  2.04342983e-01  -1.50403028e-01   5.75760743e-02  -3.36095883e-02
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 [ -1.03931110e-01  -1.97912125e-02   1.20518663e-01   1.09326664e-01
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    1.84908690e-01  -2.02076611e-03]
 [  2.94510350e-02  -9.20657401e-02   2.19633903e-01  -2.06365984e-01
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[[ 0.4877885 ]
 [ 1.27120444]
 [ 0.23674559]
 [ 0.70595315]
 [-2.27064684]
 [-0.26589444]
 [-1.41012227]
 [ 0.01497271]
 [ 0.56098236]
 [ 0.75443303]]
Progress: 14.8% ... Training loss: 0.332 ... Validation loss: 0.541[[  1.59491442e-01   2.54466442e-01  -1.14569563e-01   1.05005247e-01
   -5.41153540e-01  -6.86280265e-02  -8.87268530e-02   1.24321509e-01
   -8.44537348e-02   2.01540643e-01]
 [  1.54780069e-02   1.72104203e-01  -1.98537828e-02   3.95789486e-02
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 [  2.00276645e-01   4.16277944e-01   3.35753329e-02   1.20389768e-01
    3.91941329e-02  -6.43311429e-02  -5.17318687e-01  -3.29770842e-02
    1.10431227e-01   3.60843315e-01]
 [ -2.84857937e-02  -3.13783705e-01  -2.43830299e-01   1.02850414e-02
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 [ -1.26532572e-03   1.93449501e-01  -1.46532186e-01   4.36412010e-02
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   -1.88463651e-01   3.33104735e-02]
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   -5.84279863e-03   3.37437788e-02]
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   -2.50157550e-03   1.41930369e-01]
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   -1.80048508e-02  -1.17714267e-01]
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   -1.47247217e-01  -1.76881481e-01]
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   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
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 [ -2.13520572e-01  -1.35151398e-01   1.20601854e-01   2.72574693e-01
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   -2.06381745e-01   1.00336691e-02]
 [  1.16254287e-01  -4.35719559e-02  -1.84349051e-02   1.14838005e-01
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 [  3.62946085e-02  -3.27728869e-02  -2.11722699e-01   1.45408110e-01
   -5.62014665e-02   8.91075746e-02  -9.28509661e-02  -1.99962294e-02
   -9.66349778e-02  -4.26484394e-03]
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 [ -7.02351319e-02  -2.95827645e-02   2.76171257e-01   9.90685617e-02
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 [  4.16020112e-02  -3.35978153e-02   8.22872549e-02   7.42757622e-02
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   -4.84476097e-02  -7.88439189e-02]
 [  9.43034345e-04  -1.64382509e-01  -2.93186802e-01  -5.69034639e-02
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    1.00167587e-01  -3.84350623e-02]
 [  4.73290925e-02   3.64756427e-03  -1.21263013e-01   3.47640425e-02
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   -1.72459045e-01  -6.31447211e-02]
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 [  1.03590210e-01   7.06161675e-02  -5.13673243e-02  -1.10520033e-01
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 [ -7.92604169e-03   1.71890321e-03  -6.39695395e-02  -9.71486143e-02
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   -1.57995798e-01  -3.38442737e-01]
 [  1.06359918e-02  -2.72218036e-01  -1.64818869e-02  -3.57713069e-02
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 [  3.05485452e-02  -3.41347068e-01  -3.36794106e-02  -8.13110766e-02
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   -3.41516830e-01  -1.86882366e-01]
 [ -1.34112483e-01  -4.70756881e-01   6.95940346e-03  -1.56451669e-01
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   -3.18770922e-02   1.25171510e-01]
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   -6.26310960e-02  -1.00144902e-01]
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   -2.05615461e-01   3.61075841e-02]
 [ -9.30917902e-02  -1.16467055e-01  -1.63992881e-01  -5.29594034e-02
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 [  1.23617345e-01   2.56489149e-01   1.69288649e-01  -7.46884580e-02
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 [  3.40012667e-01   2.85186816e-01  -8.80185804e-02   3.06404868e-01
   -8.89692180e-01  -2.84584207e-01  -4.45350025e-01   1.77494473e-01
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 [  5.79951328e-02   1.72616405e-01   2.57614771e-01   2.67019287e-01
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   -1.27509334e-01  -2.69894955e-01]
 [  3.59754188e-02  -1.81795778e-02  -1.12058896e-01  -3.58815776e-02
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 [ -1.15689945e-02  -8.42443735e-02  -7.20595364e-02  -6.86169785e-02
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 [  2.03945530e-02   4.16688183e-02   2.41362809e-01   6.25188981e-02
   -1.89466311e-01  -1.29304999e-01   1.41714432e-01   3.95719944e-02
   -1.95137937e-01   9.96492548e-02]
 [  4.97001213e-02  -2.79907657e-02   9.80324629e-02  -2.40205606e-02
   -1.39400578e-01   8.13544092e-02   1.29757484e-01  -2.71751841e-01
   -4.12746447e-02  -1.19346007e-01]
 [ -3.34018838e-02   2.66504358e-02   7.45389336e-02  -6.15080545e-02
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   -4.52240595e-02   1.46011941e-01]
 [  2.13162418e-01   3.90857249e-02   2.54198435e-02   7.09759522e-02
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   -6.23544773e-02  -2.82160012e-02]
 [  1.27601763e-02  -9.50673208e-02   3.05398211e-03  -1.44785712e-03
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 [  2.48641577e-01   2.68366310e-01   2.39267435e-01   1.22830684e-01
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   -2.80079364e-01  -9.94376089e-02]
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 [  3.28287727e-02  -3.03942119e-01  -1.16195246e-01  -1.30060196e-01
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   -1.40196031e-01  -1.86116750e-01]
 [  1.54241989e-01  -1.25830596e-01  -1.35746804e-01   4.11722921e-03
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 [ -1.22070194e-01   1.61098109e-01   2.55848756e-01  -2.97215410e-02
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   -1.28677526e-01  -6.37996289e-02]
 [ -3.52468426e-01   1.03142210e-01   9.82542106e-03  -3.13996267e-02
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   -9.63511401e-02   7.95400219e-02]
 [  1.44712325e-01   1.08621269e-01  -2.42138239e-01  -1.02268949e-01
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   -1.14823076e-02  -1.95792303e-01]
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    1.03181484e-01  -1.86536068e-01]
 [ -1.03067220e-01  -1.77831594e-02   1.20930927e-01   1.10552581e-01
    1.29291216e-02  -1.11737631e-01   2.28157888e-01  -7.68618541e-02
    1.85925217e-01  -6.94798365e-04]
 [  2.93360549e-02  -9.24072716e-02   2.19589555e-01  -2.06513506e-01
    2.83480710e-02   1.01570510e-01  -2.69949934e-02  -1.12411385e-01
    4.55704183e-02   2.67313455e-01]]
[[ 0.49697887]
 [ 1.27934018]
 [ 0.24100884]
 [ 0.71633907]
 [-2.27070782]
 [-0.25851871]
 [-1.40487248]
 [ 0.02282218]
 [ 0.57000304]
 [ 0.76282838]]
Progress: 14.8% ... Training loss: 0.335 ... Validation loss: 0.547[[  1.58607327e-01   2.52010945e-01  -1.15031583e-01   1.03544781e-01
   -5.36532477e-01  -6.81918803e-02  -8.57029727e-02   1.24282480e-01
   -8.55730750e-02   1.99812762e-01]
 [  1.54442017e-02   1.72002185e-01  -1.98729409e-02   3.95218144e-02
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    1.86038313e-01  -6.51968941e-04]
 [  2.88070197e-02  -9.38633898e-02   2.19346820e-01  -2.07250493e-01
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[[ 0.48273934]
 [ 1.26679713]
 [ 0.2270123 ]
 [ 0.70043893]
 [-2.28859752]
 [-0.27207149]
 [-1.42151607]
 [ 0.01019527]
 [ 0.55474124]
 [ 0.74951848]]
Progress: 14.8% ... Training loss: 0.334 ... Validation loss: 0.544[[  1.59118880e-01   2.53484745e-01  -1.14794914e-01   1.04457978e-01
   -5.39285258e-01  -6.85402069e-02  -8.73561795e-02   1.24292615e-01
   -8.49084019e-02   2.00546800e-01]
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 [  1.99491060e-01   4.15300452e-01   3.30126970e-02   1.18343158e-01
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    1.09065570e-01   3.58640044e-01]
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   -1.85787170e-03   1.42393830e-01]
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   -1.48503986e-01  -1.78695364e-01]
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 [  8.28429927e-04  -1.64776546e-01  -2.93280357e-01  -5.71646287e-02
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 [  4.82561368e-02   5.72280132e-03  -1.20773573e-01   3.61783924e-02
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 [  2.92412597e-02  -9.28700675e-02   2.19575106e-01  -2.06513634e-01
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[[ 0.49653709]
 [ 1.27619061]
 [ 0.2407553 ]
 [ 0.71470704]
 [-2.27458901]
 [-0.25628155]
 [-1.40655527]
 [ 0.02602794]
 [ 0.57056064]
 [ 0.76380471]]
Progress: 14.9% ... Training loss: 0.336 ... Validation loss: 0.550[[  1.57939558e-01   2.49195418e-01  -1.15348904e-01   1.02571062e-01
   -5.34629445e-01  -6.77901248e-02  -8.37200159e-02   1.24222325e-01
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 [  2.00263554e-01   4.17042744e-01   3.33364218e-02   1.19225189e-01
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 [ -5.05472019e-03   1.83038625e-01  -1.48333120e-01   3.76134422e-02
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   -1.49305782e-01  -1.79736982e-01]
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   -4.38779411e-02   1.47525743e-01]
 [  2.11819968e-01   3.56744572e-02   2.47105322e-02   6.88723715e-02
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   -6.40172902e-02  -3.04254417e-02]
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 [  2.48818613e-01   2.68752322e-01   2.39361864e-01   1.23104875e-01
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   -2.00302786e-01   4.22009031e-02]
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   -1.41017911e-01  -1.87224240e-01]
 [  1.54388473e-01  -1.25935816e-01  -1.35690969e-01   4.50936112e-03
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   -1.28928498e-01  -6.41487303e-02]
 [ -3.51912308e-01   1.04287118e-01   1.00956014e-02  -3.05481236e-02
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   -9.57044159e-02   8.02558775e-02]
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   -1.10797855e-02  -1.95498296e-01]
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 [ -1.04137988e-01  -2.07571401e-02   1.20471605e-01   1.09164481e-01
    1.77297195e-02  -1.11235360e-01   2.31067555e-01  -7.69050251e-02
    1.84841289e-01  -2.20527119e-03]
 [  2.85939669e-02  -9.47401114e-02   2.19241878e-01  -2.07502837e-01
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[[ 0.49026818]
 [ 1.27385089]
 [ 0.23825406]
 [ 0.7088137 ]
 [-2.28531484]
 [-0.26465703]
 [-1.41590645]
 [ 0.01851891]
 [ 0.56493501]
 [ 0.75927078]]
Progress: 14.9% ... Training loss: 0.332 ... Validation loss: 0.542[[  1.59087022e-01   2.51943739e-01  -1.14791297e-01   1.03992291e-01
   -5.37799155e-01  -6.83692135e-02  -8.66236558e-02   1.24267013e-01
   -8.50404881e-02   2.00210821e-01]
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 [  2.01265925e-01   4.20575565e-01   3.37742190e-02   1.20385582e-01
    3.62129991e-02  -6.43812718e-02  -5.20763896e-01  -3.29228102e-02
    1.10933146e-01   3.61104687e-01]
 [ -2.59866626e-02  -3.06995981e-01  -2.42507121e-01   1.39887922e-02
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    1.41129424e-02   8.12837745e-02]
 [ -7.05994793e-03   1.78901275e-01  -1.49269481e-01   3.49149687e-02
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   -1.94674265e-01   2.34259025e-02]
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   -8.30653169e-03   3.01880219e-02]
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   -2.01384703e-02  -1.20553622e-01]
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   -1.50590456e-01  -1.81404625e-01]
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   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
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 [ -2.14075817e-01  -1.37199439e-01   1.20375932e-01   2.71991495e-01
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   -2.06917918e-01   9.18608490e-03]
 [  1.15520820e-01  -4.61564135e-02  -1.87659237e-02   1.14017400e-01
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 [  3.50656211e-02  -3.60061642e-02  -2.12284030e-01   1.43792574e-01
   -5.05636864e-02   8.96392379e-02  -8.95609160e-02  -2.00536326e-02
   -9.79388573e-02  -6.02768487e-03]
 [ -1.27812735e-01  -5.91225122e-02  -2.06747912e-01   1.47390996e-01
   -2.34191077e-03   1.37475167e-01   1.58937690e-02  -2.50477430e-01
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 [ -6.87793691e-02  -2.57384034e-02   2.76887000e-01   1.01143665e-01
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 [  4.18279870e-02  -3.32861024e-02   8.23243354e-02   7.44930247e-02
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   -4.81784926e-02  -7.87238209e-02]
 [ -2.06326052e-04  -1.67564215e-01  -2.93802835e-01  -5.87710629e-02
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 [  4.73222233e-02   3.29357019e-03  -1.21253180e-01   3.48199362e-02
   -6.42848151e-02   3.28042916e-01   2.59148623e-01   2.05374490e-01
   -1.72371313e-01  -6.30807510e-02]
 [  2.25793974e-02   2.64049798e-02   1.30417584e-01   1.31674690e-01
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 [ -8.85150503e-03  -8.66601283e-04  -6.44144972e-02  -9.85003753e-02
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   -1.59068424e-01  -3.39926985e-01]
 [  1.00979815e-02  -2.73983224e-01  -1.67506104e-02  -3.65380738e-02
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 [  2.95657886e-02  -3.44249721e-01  -3.41392019e-02  -8.26981303e-02
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   -3.42630109e-01  -1.88390808e-01]
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   -3.31182857e-02   1.23567818e-01]
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   -6.33000222e-02  -1.01011536e-01]
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   -2.06560218e-01   3.48474117e-02]
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 [  1.25591914e-01   2.61614628e-01   1.70227741e-01  -7.17321394e-02
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 [  3.40200493e-01   2.85875075e-01  -8.79552847e-02   3.06583479e-01
   -8.89279416e-01  -2.84724050e-01  -4.46116866e-01   1.77477337e-01
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 [  5.75426235e-02   1.71463683e-01   2.57386881e-01   2.66385649e-01
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   -1.28028572e-01  -2.70571630e-01]
 [  3.56867395e-02  -1.88538424e-02  -1.12260404e-01  -3.64780101e-02
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 [  2.12201918e-02   4.38311914e-02   2.41778883e-01   6.37555300e-02
   -1.93349141e-01  -1.29729417e-01   1.39306652e-01   3.96187390e-02
   -1.94138439e-01   1.00910937e-01]
 [  5.00199957e-02  -2.72984827e-02   9.81673859e-02  -2.35614745e-02
   -1.40947365e-01   8.11798200e-02   1.28930895e-01  -2.71740671e-01
   -4.09063484e-02  -1.18913066e-01]
 [ -3.25149256e-02   2.91904603e-02   7.50065357e-02  -6.00071354e-02
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   -4.40740973e-02   1.47264239e-01]
 [  2.10864345e-01   3.34473350e-02   2.42386224e-02   6.74493766e-02
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   -6.51407718e-02  -3.19311757e-02]
 [  1.33301701e-02  -9.35778899e-02   3.34237397e-03  -6.00004696e-04
   -2.78387065e-01  -1.08469671e-01  -1.27440339e-01   3.96601019e-02
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 [ -1.15346053e-02   4.56996281e-01   9.39760502e-02   3.35390081e-01
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 [  2.48608745e-01   2.68129833e-01   2.39246413e-01   1.22776340e-01
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   -4.36722281e-02   3.88946904e-02]
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   -2.80273804e-01  -9.97471567e-02]
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   -1.41116516e-01  -1.87382117e-01]
 [  1.54128191e-01  -1.26477930e-01  -1.35810575e-01   4.13828323e-03
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 [ -1.22669942e-01   1.58735832e-01   2.55534786e-01  -3.05635467e-02
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   -1.29306706e-01  -6.46832749e-02]
 [ -3.51681477e-01   1.04870422e-01   1.02111601e-02  -3.02216188e-02
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   -9.54412507e-02   8.04855486e-02]
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   -1.12636270e-02  -1.95693619e-01]
 [  2.04210787e-01  -1.51037806e-01   5.75285298e-02  -3.40260757e-02
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 [ -1.04032254e-01  -2.06164928e-02   1.20529370e-01   1.09143137e-01
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    1.84829727e-01  -2.05481458e-03]
 [  2.81374735e-02  -9.63572928e-02   2.19043028e-01  -2.08140717e-01
    3.21992675e-02   1.02147237e-01  -2.27338480e-02  -1.12479694e-01
    4.42424077e-02   2.65267762e-01]]
[[ 0.48848764]
 [ 1.27093743]
 [ 0.23584977]
 [ 0.70646307]
 [-2.29571222]
 [-0.26833625]
 [-1.42207938]
 [ 0.01439879]
 [ 0.56345876]
 [ 0.75771481]]
Progress: 15.0% ... Training loss: 0.333 ... Validation loss: 0.542[[  1.61822716e-01   2.58886541e-01  -1.13363268e-01   1.08103810e-01
   -5.50124603e-01  -6.98966111e-02  -9.44170033e-02   1.24353218e-01
   -8.17105698e-02   2.04518702e-01]
 [  1.65431463e-02   1.74217251e-01  -1.93257598e-02   4.11254782e-02
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 [ -3.50366202e-01   1.07746329e-01   1.08633645e-02  -2.84563525e-02
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 [ -1.04105190e-01  -2.10804552e-02   1.20507273e-01   1.09112678e-01
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 [  2.80001281e-02  -9.66994000e-02   2.18968301e-01  -2.08380627e-01
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[[ 0.50106979]
 [ 1.28530038]
 [ 0.24581898]
 [ 0.7206505 ]
 [-2.2875935 ]
 [-0.26113494]
 [-1.41245908]
 [ 0.02534538]
 [ 0.57525105]
 [ 0.77121663]]
Progress: 15.1% ... Training loss: 0.336 ... Validation loss: 0.542[[  1.59254434e-01   2.52021895e-01  -1.14690826e-01   1.03994641e-01
   -5.36274190e-01  -6.84615949e-02  -8.69544511e-02   1.24213958e-01
   -8.48815724e-02   2.00131320e-01]
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 [  1.98003572e-01   4.13657804e-01   3.21644792e-02   1.15172036e-01
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    1.07009095e-01   3.56137136e-01]
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   -6.82830451e-03   3.18493111e-02]
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   -2.07163027e-02  -1.21405409e-01]
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   -1.50542472e-01  -1.81507314e-01]
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   -9.97042387e-02  -8.43725055e-03]
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   -4.88877769e-02  -7.96000211e-02]
 [  4.11079923e-04  -1.66009764e-01  -2.93521533e-01  -5.78847557e-02
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 [  4.60117358e-02  -5.14182483e-05  -1.21901631e-01   3.29025498e-02
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[[ 0.47835029]
 [ 1.26483016]
 [ 0.22569386]
 [ 0.69946835]
 [-2.31101684]
 [-0.27985883]
 [-1.43246594]
 [ 0.00546688]
 [ 0.55255465]
 [ 0.74800399]]
Progress: 15.1% ... Training loss: 0.336 ... Validation loss: 0.546[[  1.58128927e-01   2.48793357e-01  -1.15174172e-01   1.02278766e-01
   -5.30498453e-01  -6.78501381e-02  -8.32048880e-02   1.24202348e-01
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   -4.42551702e-02   1.46943565e-01]
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   -6.53355847e-02  -3.21364140e-02]
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 [  2.49286481e-01   2.70192368e-01   2.39628629e-01   1.23961009e-01
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 [  1.54335617e-01  -1.26471563e-01  -1.35718558e-01   4.44314728e-03
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   -1.30583069e-01  -6.67283428e-02]
 [ -3.51505988e-01   1.04814798e-01   1.03806018e-02  -2.99395223e-02
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   -9.51324454e-02   8.05888603e-02]
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   -1.24074752e-02  -1.97348334e-01]
 [  2.05275300e-01  -1.48116774e-01   5.80894131e-02  -3.23664866e-02
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 [ -1.04401224e-01  -2.20429072e-02   1.20379707e-01   1.08685342e-01
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    1.84393731e-01  -2.74122392e-03]
 [  2.64127127e-02  -1.01267709e-01   2.18186410e-01  -2.10783482e-01
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[[ 0.47592641]
 [ 1.26270562]
 [ 0.22487971]
 [ 0.70001814]
 [-2.31122223]
 [-0.28116469]
 [-1.43074659]
 [ 0.00501134]
 [ 0.55032514]
 [ 0.7459682 ]]
Progress: 15.2% ... Training loss: 0.338 ... Validation loss: 0.548[[  1.58501114e-01   2.49170184e-01  -1.14894362e-01   1.02958587e-01
   -5.32201026e-01  -6.80985080e-02  -8.35786164e-02   1.24209775e-01
   -8.54659384e-02   1.98989995e-01]
 [  1.60025407e-02   1.72721328e-01  -1.95852237e-02   4.03843058e-02
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 [  1.96387734e-01   4.10936148e-01   3.13106050e-02   1.11834671e-01
    6.01296165e-02  -6.12153488e-02  -5.07550346e-01  -3.31152221e-02
    1.04820412e-01   3.52879432e-01]
 [ -2.92846083e-02  -3.16320901e-01  -2.44063538e-01   9.68228460e-03
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    1.02545300e-02   7.66768670e-02]
 [ -1.52087442e-03   1.92006104e-01  -1.46694942e-01   4.25203383e-02
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   -1.88577389e-01   3.05483441e-02]
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   -3.35293531e-03   3.62739161e-02]
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   -2.06313625e-02  -1.21379060e-01]
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   -1.50752109e-01  -1.81841384e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
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 [ -2.12543963e-01  -1.33971672e-01   1.21220272e-01   2.74772635e-01
   -1.38726348e-01  -8.47187813e-02  -1.31444506e-01  -2.54883663e-01
   -2.04860295e-01   1.17033757e-02]
 [  1.17961938e-01  -4.10586933e-02  -1.75740851e-02   1.17686952e-01
   -1.70938267e-02  -8.36358234e-02   1.02628071e-01   4.34664686e-03
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 [  3.42451534e-02  -3.82278074e-02  -2.12659222e-01   1.42683397e-01
   -4.67175554e-02   8.99533983e-02  -8.72206981e-02  -2.01037662e-02
   -9.88048041e-02  -7.38946067e-03]
 [ -1.28046330e-01  -6.02946391e-02  -2.06844330e-01   1.46978909e-01
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 [ -6.92478542e-02  -2.74662394e-02   2.76709012e-01   1.00269095e-01
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 [  4.19640269e-02  -3.30860874e-02   8.23809996e-02   7.46663643e-02
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   -4.79866955e-02  -7.85143876e-02]
 [  2.05531099e-03  -1.61490727e-01  -2.92681647e-01  -5.52888595e-02
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    1.01452138e-01  -3.66218894e-02]
 [  4.53000770e-02  -2.43468606e-03  -1.22212191e-01   3.18592634e-02
   -5.49068027e-02   3.29149916e-01   2.65412126e-01   2.05301494e-01
   -1.74646912e-01  -6.62731575e-02]
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   -8.19001119e-02   9.81410734e-02  -2.11059382e-01  -3.98757848e-02
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   -7.79400248e-02  -3.26346468e-01   1.19638197e-01   8.35440748e-03
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 [ -1.31425301e-01  -2.24970699e-02  -1.91414046e-01   1.34618616e-02
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 [ -9.83929172e-03  -3.68856941e-03  -6.48995315e-02  -9.99817791e-02
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   -1.60234438e-01  -3.41527592e-01]
 [  8.87192581e-03  -2.77599553e-01  -1.73450961e-02  -3.82597726e-02
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 [  2.86387346e-02  -3.47407601e-01  -3.45962924e-02  -8.40360898e-02
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   -3.43721107e-01  -1.89921523e-01]
 [ -1.35535301e-01  -4.74626885e-01   6.28936063e-03  -1.58435302e-01
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   -3.34028176e-02   1.23266014e-01]
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   -6.37535683e-02  -1.01670241e-01]
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   -2.07836041e-01   3.32293612e-02]
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 [  1.26017541e-01   2.62803410e-01   1.70437414e-01  -7.10621111e-02
   -1.38383403e-01   4.32081402e-02  -1.77355486e-01   2.84897916e-01
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 [  3.40317943e-01   2.86357231e-01  -8.78419210e-02   3.06659440e-01
   -8.88547642e-01  -2.84737421e-01  -4.46295190e-01   1.77485091e-01
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 [  5.76822562e-02   1.71958828e-01   2.57498892e-01   2.66712931e-01
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   -1.27791617e-01  -2.70308230e-01]
 [  3.50775085e-02  -2.04333059e-02  -1.12548323e-01  -3.73523813e-02
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 [ -1.13237407e-02  -8.38568619e-02  -7.19743034e-02  -6.82847380e-02
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    2.45310721e-02  -8.13134149e-03]
 [  2.22272652e-02   4.65903970e-02   2.42290199e-01   6.52516265e-02
   -1.98230507e-01  -1.30298309e-01   1.36143114e-01   3.96496556e-02
   -1.92914250e-01   1.02476350e-01]
 [  4.96493192e-02  -2.81767371e-02   9.80016090e-02  -2.40803066e-02
   -1.39224723e-01   8.13464536e-02   1.29975496e-01  -2.71758979e-01
   -4.12894364e-02  -1.19486373e-01]
 [ -3.23838951e-02   2.94467266e-02   7.50853935e-02  -5.97614026e-02
    6.23875579e-02   1.92430951e-01   1.58188495e-01   1.17482389e-01
   -4.38850557e-02   1.47382746e-01]
 [  2.10782631e-01   3.33205854e-02   2.42009987e-02   6.73010264e-02
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   -6.53144060e-02  -3.21059717e-02]
 [  1.43524962e-02  -9.09161092e-02   3.84468004e-03   9.46965540e-04
   -2.83308844e-01  -1.09036504e-01  -1.30225892e-01   3.96735458e-02
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 [ -1.08796971e-02   4.57525376e-01   9.43811756e-02   3.36353270e-01
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    1.51530814e-01   4.38295721e-01]
 [  2.49365642e-01   2.70361847e-01   2.39659732e-01   1.24074461e-01
   -3.40288052e-01   8.80680280e-02  -1.77985434e-01   1.62077701e-01
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 [ -8.10967121e-02   1.94770051e-01   2.37874103e-01   3.37237582e-03
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   -4.34092140e-02   3.92696126e-02]
 [ -1.00779276e-01  -1.65633243e-02   2.34596963e-02   8.66288257e-02
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   -2.79904984e-01  -9.93277073e-02]
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   -2.00263957e-01   4.22566179e-02]
 [  3.13959958e-02  -3.08135975e-01  -1.16864072e-01  -1.32015258e-01
    2.78561657e-01   1.61364768e-02   1.08871904e-01   1.54007266e-01
   -1.41793482e-01  -1.88361016e-01]
 [  1.54445933e-01  -1.26239124e-01  -1.35633003e-01   4.68717570e-03
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    1.38211121e-01  -9.40926306e-02]
 [ -1.23889839e-01   1.55844099e-01   2.55037865e-01  -3.20205655e-02
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   -1.30416577e-01  -6.64401548e-02]
 [ -3.51333940e-01   1.04752276e-01   1.04831984e-02  -2.97309571e-02
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   -9.48796025e-02   8.07207264e-02]
 [  1.43694344e-01   1.04728838e-01  -2.42471663e-01  -1.03602743e-01
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   -1.25884898e-02  -1.97736056e-01]
 [  2.06614183e-01  -1.44824343e-01   5.87705530e-02  -3.02886698e-02
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    1.04489555e-01  -1.85068257e-01]
 [ -1.04055460e-01  -2.12170912e-02   1.20562903e-01   1.09262829e-01
    1.87558212e-02  -1.11416566e-01   2.31354952e-01  -7.69321698e-02
    1.84825764e-01  -2.20752136e-03]
 [  2.67421044e-02  -1.00511940e-01   2.18342014e-01  -2.10273841e-01
    3.77724629e-02   1.02974315e-01  -1.82862751e-02  -1.12523815e-01
    4.27296595e-02   2.63210551e-01]]
[[ 0.48786858]
 [ 1.27409173]
 [ 0.23692686]
 [ 0.71335681]
 [-2.30131393]
 [-0.27258645]
 [-1.42085845]
 [ 0.01518409]
 [ 0.56265255]
 [ 0.75917503]]
Progress: 15.2% ... Training loss: 0.329 ... Validation loss: 0.539[[  1.57370167e-01   2.45717691e-01  -1.15392764e-01   1.01287439e-01
   -5.27383819e-01  -6.75200471e-02  -8.01379430e-02   1.24178566e-01
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[[ 0.48625664]
 [ 1.27426208]
 [ 0.23505   ]
 [ 0.71223399]
 [-2.30664723]
 [-0.27403693]
 [-1.42393373]
 [ 0.01532186]
 [ 0.56177998]
 [ 0.75906142]]
Progress: 15.2% ... Training loss: 0.329 ... Validation loss: 0.539[[  1.57181786e-01   2.45301136e-01  -1.15505054e-01   1.00953163e-01
   -5.25452271e-01  -6.74177334e-02  -7.96647831e-02   1.24174151e-01
   -8.67900430e-02   1.96638321e-01]
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 [  2.68238258e-02  -1.00306802e-01   2.18402249e-01  -2.09993554e-01
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[[ 0.48944748]
 [ 1.27846787]
 [ 0.23770661]
 [ 0.71576415]
 [-2.30770289]
 [-0.27436625]
 [-1.42481023]
 [ 0.01607575]
 [ 0.56387056]
 [ 0.76211389]]
Progress: 15.3% ... Training loss: 0.328 ... Validation loss: 0.535[[  1.55937242e-01   2.41455736e-01  -1.16053542e-01   9.93504816e-02
   -5.20848781e-01  -6.67524270e-02  -7.57674646e-02   1.24139042e-01
   -8.80824133e-02   1.94647230e-01]
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   -4.14126768e-02  -1.19643294e-01]
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   -4.40708415e-02   1.46930804e-01]
 [  2.10609327e-01   3.29534893e-02   2.40782357e-02   6.70288686e-02
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   -6.55387044e-02  -3.23245471e-02]
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   -2.00540920e-01   4.18225517e-02]
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   -1.42681438e-01  -1.89600931e-01]
 [  1.53004211e-01  -1.30069382e-01  -1.36314046e-01   2.88186094e-03
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 [ -1.23900177e-01   1.54881432e-01   2.55126507e-01  -3.19291272e-02
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   -1.30212655e-01  -6.66778273e-02]
 [ -3.51755614e-01   1.02824156e-01   1.03124880e-02  -3.04327572e-02
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   -9.53000790e-02   7.99248100e-02]
 [  1.44989571e-01   1.08268152e-01  -2.41826287e-01  -1.01618740e-01
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   -1.10883661e-02  -1.95575233e-01]
 [  2.05228175e-01  -1.48429437e-01   5.81353749e-02  -3.23793374e-02
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 [ -1.04761430e-01  -2.33456114e-02   1.20224572e-01   1.08298067e-01
    2.19920680e-02  -1.11086877e-01   2.33452403e-01  -7.69550959e-02
    1.84007154e-01  -3.30886075e-03]
 [  2.52547100e-02  -1.04665527e-01   2.17599543e-01  -2.12327966e-01
    4.40945171e-02   1.03845295e-01  -1.35969202e-02  -1.12568999e-01
    4.11727001e-02   2.60649287e-01]]
[[ 0.4771495 ]
 [ 1.26457304]
 [ 0.22285494]
 [ 0.69836733]
 [-2.32013086]
 [-0.28747899]
 [-1.44130453]
 [ 0.00333477]
 [ 0.54837203]
 [ 0.74660155]]
Progress: 15.3% ... Training loss: 0.341 ... Validation loss: 0.553[[  1.57486860e-01   2.45082579e-01  -1.15392776e-01   1.01598473e-01
   -5.27866683e-01  -6.76260260e-02  -8.00675852e-02   1.24149631e-01
   -8.63489823e-02   1.96772564e-01]
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    1.39595209e-01  -2.72171152e-02]
 [  2.01347961e-01   4.23882963e-01   3.34962029e-02   1.18014106e-01
    3.80850537e-02  -6.35416250e-02  -5.22336136e-01  -3.29819598e-02
    1.09803720e-01   3.58988133e-01]
 [ -2.58779712e-02  -3.05985332e-01  -2.42546240e-01   1.46640205e-02
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 [ -3.01963992e-03   1.85846310e-01  -1.47511183e-01   4.00078902e-02
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   -1.89965135e-01   2.65122620e-02]
 [ -3.47597013e-01  -3.03848714e-01  -2.86401970e-01   1.48445787e-01
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   -5.80928391e-03   3.25616504e-02]
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   -6.76993226e-02   6.46230681e-02  -2.55182787e-01  -2.70312607e-02
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   -2.07554774e-02  -1.21540324e-01]
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   -1.51061981e-01  -1.82210755e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
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 [ -2.14211042e-01  -1.39223651e-01   1.20423445e-01   2.72555855e-01
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   -2.06722264e-01   9.01517425e-03]
 [  1.17800757e-01  -4.16897931e-02  -1.76106273e-02   1.17714875e-01
   -1.68636099e-02  -8.37169642e-02   1.03464658e-01   4.33151594e-03
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 [  3.43062311e-02  -3.79872525e-02  -2.12700031e-01   1.42781138e-01
   -4.65748393e-02   8.98212781e-02  -8.73194840e-02  -2.01048023e-02
   -9.86165389e-02  -7.30131832e-03]
 [ -1.29015325e-01  -6.26534754e-02  -2.07283330e-01   1.45569139e-01
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 [ -6.87373944e-02  -2.62772477e-02   2.77011478e-01   1.00965474e-01
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 [  4.36663492e-02  -2.94283105e-02   8.32263020e-02   7.73884389e-02
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   -4.58495160e-02  -7.59577624e-02]
 [  3.30627922e-03  -1.58274225e-01  -2.92127675e-01  -5.34900614e-02
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    1.02833636e-01  -3.48301781e-02]
 [  4.50569319e-02  -4.02931210e-03  -1.22370067e-01   3.13125779e-02
   -5.39378578e-02   3.29352305e-01   2.66727382e-01   2.05298952e-01
   -1.74967513e-01  -6.69475133e-02]
 [  2.06222865e-02   2.14797673e-02   1.29514147e-01   1.28906507e-01
   -8.17666108e-02   9.81747375e-02  -2.10602728e-01  -3.98855790e-02
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 [  1.01146140e-01   6.40239473e-02  -5.23923486e-02  -1.14004589e-01
   -7.65524739e-02  -3.26127343e-01   1.20876503e-01   8.32251263e-03
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 [ -9.69467943e-02   2.23539039e-02  -1.48509111e-02   2.42154209e-02
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   -1.61403786e-01  -3.43131829e-01]
 [  8.47692729e-03  -2.78959578e-01  -1.75186065e-02  -3.87714745e-02
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 [  2.76627650e-02  -3.50036927e-01  -3.50654849e-02  -8.54699339e-02
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   -3.44872525e-01  -1.91419420e-01]
 [ -1.36720218e-01  -4.77562314e-01   5.72485189e-03  -1.60141027e-01
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   -3.47564283e-02   1.21647430e-01]
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   -6.38574088e-02  -1.01883216e-01]
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   -2.08659379e-01   3.21178115e-02]
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 [  1.25536914e-01   2.61557346e-01   1.70215795e-01  -7.16853846e-02
   -1.36338706e-01   4.34604428e-02  -1.76047564e-01   2.84872688e-01
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 [  3.40084043e-01   2.85866472e-01  -8.79744344e-02   3.06137186e-01
   -8.86729945e-01  -2.84510183e-01  -4.45319437e-01   1.77501007e-01
    3.70312085e-01  -5.41450893e-02]
 [  5.70531585e-02   1.70247586e-01   2.57228196e-01   2.65800850e-01
   -1.01832042e-01  -2.00018800e-01  -2.04308175e-01  -1.32019112e-01
   -1.28502362e-01  -2.71298134e-01]
 [  3.49393621e-02  -2.08777924e-02  -1.12620769e-01  -3.75939470e-02
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 [ -9.98623296e-03  -8.04978196e-02  -7.13498644e-02  -6.62189609e-02
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 [  2.27591510e-02   4.80852943e-02   2.42538481e-01   6.60378937e-02
   -2.00713949e-01  -1.30600476e-01   1.34528236e-01   3.96620039e-02
   -1.92297555e-01   1.03259496e-01]
 [  4.96252862e-02  -2.81220090e-02   9.79965450e-02  -2.41635561e-02
   -1.39039037e-01   8.13701509e-02   1.29940092e-01  -2.71762274e-01
   -4.13786002e-02  -1.19502995e-01]
 [ -3.25880477e-02   2.92876978e-02   7.49965734e-02  -5.99975578e-02
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   -4.40895220e-02   1.47040171e-01]
 [  2.11239436e-01   3.47757648e-02   2.43749670e-02   6.80279123e-02
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   -6.47635202e-02  -3.12137444e-02]
 [  1.57002304e-02  -8.73048576e-02   4.45738639e-03   2.96650977e-03
   -2.89905759e-01  -1.09834425e-01  -1.34225446e-01   3.96984056e-02
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 [ -1.06637236e-02   4.56878076e-01   9.44104213e-02   3.36679319e-01
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 [  2.49249640e-01   2.70117694e-01   2.39623647e-01   1.24118504e-01
   -3.40321756e-01   8.80551371e-02  -1.77664941e-01   1.62063513e-01
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 [ -8.01038095e-02   1.97327440e-01   2.38391637e-01   4.94755573e-03
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   -4.22014756e-02   4.09319373e-02]
 [ -9.99561115e-02  -1.42988106e-02   2.38651850e-02   8.78929596e-02
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   -2.78896192e-01  -9.80469648e-02]
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   -1.99774785e-01   4.28294919e-02]
 [  3.04039023e-02  -3.10739635e-01  -1.17318032e-01  -1.33459150e-01
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   -1.42893801e-01  -1.89870099e-01]
 [  1.54220576e-01  -1.26940927e-01  -1.35746824e-01   4.82639488e-03
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 [ -1.22879594e-01   1.57312628e-01   2.55606261e-01  -3.04097251e-02
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   -1.29052041e-01  -6.51195792e-02]
 [ -3.51307531e-01   1.03996785e-01   1.05400115e-02  -2.96570982e-02
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   -9.46956310e-02   8.07615941e-02]
 [  1.45522241e-01   1.09330323e-01  -2.41568529e-01  -1.00803465e-01
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   -1.04429282e-02  -1.94691300e-01]
 [  2.05192501e-01  -1.48585864e-01   5.81005356e-02  -3.24473046e-02
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    1.02785406e-01  -1.87241680e-01]
 [ -1.04397118e-01  -2.23748705e-02   1.20391173e-01   1.08845204e-01
    2.02913596e-02  -1.11315074e-01   2.32346150e-01  -7.69526873e-02
    1.84385301e-01  -2.72749024e-03]
 [  2.60113315e-02  -1.02998177e-01   2.17908492e-01  -2.11361464e-01
    4.09680260e-02   1.03479060e-01  -1.54108859e-02  -1.12564391e-01
    4.19288547e-02   2.61568791e-01]]
[[ 0.49702304]
 [ 1.28339234]
 [ 0.24180958]
 [ 0.71806979]
 [-2.30115177]
 [-0.27041391]
 [-1.4229431 ]
 [ 0.02159606]
 [ 0.56969779]
 [ 0.76923908]]
Progress: 15.4% ... Training loss: 0.329 ... Validation loss: 0.534[[  1.57318336e-01   2.43457793e-01  -1.15328230e-01   1.01537703e-01
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   -8.63905174e-02   1.96386062e-01]
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 [  2.45516675e-02  -1.06989527e-01   2.17187664e-01  -2.13390500e-01
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[[ 0.50207742]
 [ 1.2909054 ]
 [ 0.24850653]
 [ 0.72448751]
 [-2.2979498 ]
 [-0.26986038]
 [-1.42042234]
 [ 0.02482465]
 [ 0.57465797]
 [ 0.77340008]]
Progress: 15.4% ... Training loss: 0.329 ... Validation loss: 0.528[[  1.57551813e-01   2.44212463e-01  -1.15114134e-01   1.01902493e-01
   -5.27481836e-01  -6.77081863e-02  -7.95377949e-02   1.24166310e-01
   -8.59251052e-02   1.96770780e-01]
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    1.39732040e-01  -2.70509998e-02]
 [  2.00866532e-01   4.22656336e-01   3.32648897e-02   1.16929078e-01
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    1.09358221e-01   3.57811206e-01]
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   -1.51906654e-01  -1.83429350e-01]
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 [  2.37641759e-02  -1.09103762e-01   2.16815050e-01  -2.14538851e-01
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[[ 0.50115984]
 [ 1.29110693]
 [ 0.24520743]
 [ 0.72374597]
 [-2.30350641]
 [-0.27303399]
 [-1.42312617]
 [ 0.02496591]
 [ 0.57113763]
 [ 0.7712928 ]]
Progress: 15.5% ... Training loss: 0.328 ... Validation loss: 0.527[[ 0.1563975   0.24118514 -0.11562335  0.09996199 -0.52120208 -0.06702928
  -0.07631417  0.12410626 -0.08723283  0.19479733]
 [ 0.01625228  0.17324165 -0.01942838  0.04085302  0.09352685 -0.0061906
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 [ 0.19991268  0.42100681  0.03276934  0.11508267  0.04650348 -0.06263014
  -0.51982666 -0.0330734   0.10804617  0.35610191]
 [-0.03240598 -0.32136252 -0.24570363  0.00532675  0.04455842  0.17089186
   0.15504892  0.05541354  0.00645484  0.07378112]
 [-0.00273803  0.18401792 -0.14749322  0.04005778  0.09744658 -0.1781263
   0.02320275 -0.1202882  -0.18970341  0.02644161]
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 [-0.00396273 -0.14432919  0.00968623  0.09588712 -0.04765737 -0.07206072
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 [ 0.11436213 -0.20700736  0.03246164 -0.06812245  0.15085402 -0.04374162
   0.04722381  0.12286483  0.06864888 -0.01887875]
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 [ 0.06750337 -0.21063442  0.0912853   0.033641    0.12570147 -0.10838654
   0.01946087 -0.09792281  0.00395481  0.14585304]
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  -0.03897546 -0.01473731 -0.15167445 -0.18319557]
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 [ 0.11884429 -0.03981818 -0.0171176   0.11938923 -0.02152029 -0.08432292
   0.10128778  0.00438201  0.0325813   0.0249769 ]
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   0.02085549 -0.25051308  0.05885373 -0.21135066]
 [-0.06963496 -0.02841582  0.27658121  0.09965875  0.11507881 -0.06246823
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 [ 0.04476149 -0.02682524  0.08375998  0.07890509  0.11427297 -0.01524298
   0.26988792  0.12041419 -0.04457951 -0.07443921]
 [ 0.00262812 -0.16002539 -0.29243725 -0.05443291  0.24728273 -0.08838355
   0.18373411  0.16436665  0.10212459 -0.03572345]
 [ 0.04547445 -0.00391169 -0.122118    0.03185555 -0.05468167  0.32910003
   0.26620405  0.20531672 -0.17447034 -0.06675913]
 [ 0.01906415  0.01769367  0.12870932  0.12654923 -0.07524057  0.09904099
  -0.20634492 -0.039967    0.22381763  0.10248346]
 [ 0.10093331  0.06352668 -0.05247586 -0.11429646 -0.07507093 -0.32602857
   0.1218565   0.00831609  0.13284886  0.0788213 ]
 [-0.09636049  0.02343374 -0.01457356  0.02505069  0.00191326 -0.20354724
  -0.09762872 -0.01952312  0.01587197  0.13171292]
 [-0.13161586 -0.02297819 -0.19145369  0.0133265  -0.30295243 -0.01039569
  -0.05309922 -0.02255808  0.01674716  0.08212544]
 [-0.0106928  -0.00613561 -0.06529624 -0.10122811  0.44793704  0.26700571
   0.47520548  0.11445845 -0.16119907 -0.3429041 ]
 [ 0.00795006 -0.28054644 -0.01779647 -0.0395528   0.55742392  0.08959316
   0.4204022   0.09312574  0.05417569 -0.34182273]
 [ 0.02681143 -0.35245621 -0.03546367 -0.08673419  0.61115229  0.0167397
   0.40898366  0.04977511 -0.34589245 -0.19279051]
 [-0.13671901 -0.47760112  0.00576189 -0.16006173  0.63521572 -0.10453081
   0.50556077 -0.08023551 -0.03471527  0.12172483]
 [-0.26309399 -0.29616935  0.06672395 -0.01652608  0.82721276  0.13199828
   0.31945825  0.04942481 -0.06501426 -0.10344057]
 [-0.15669727 -0.15848762  0.27114808 -0.18318545  0.47865636 -0.06432311
   0.54152954  0.01636916 -0.20925317  0.03135105]
 [-0.0964164  -0.12574894 -0.16557798 -0.0577134   0.35475902 -0.24429632
   0.07912701  0.17157036  0.023447   -0.0744061 ]
 [ 0.12599688  0.26270765  0.17042961 -0.07106295 -0.1383754   0.04322026
  -0.17723717  0.28489728  0.08882671  0.19211524]
 [ 0.33986845  0.2856308  -0.08801225  0.30588302 -0.88578554 -0.28432361
  -0.44516259  0.17748795  0.37020539 -0.0540924 ]
 [ 0.05705548  0.17004855  0.25721398  0.26579166 -0.10184913 -0.20001043
  -0.20430551 -0.13201969 -0.12851374 -0.27140333]
 [ 0.03441749 -0.02213622 -0.11287298 -0.03834684  0.20597368  0.03668272
  -0.03667555 -0.18346621  0.046945    0.22444725]
 [-0.00975652 -0.07993513 -0.07125272 -0.06589449  0.03537879 -0.16952119
   0.11723616  0.00966108  0.02640931 -0.00596353]
 [ 0.02255416  0.04765673  0.24244036  0.06568405 -0.19968834 -0.13049205
   0.13508688  0.0396492  -0.19256344  0.10294234]
 [ 0.04934848 -0.02876575  0.09786412 -0.0245536  -0.13791512  0.08150255
   0.13067593 -0.27177496 -0.04170094 -0.11991552]
 [-0.03169386  0.03166498  0.07543758 -0.05860269  0.05866386  0.1919702
   0.15628942  0.11752119 -0.04302181  0.14826342]
 [ 0.21136129  0.03503562  0.02443796  0.06816687  0.09872998 -0.01699193
  -0.12734902  0.14774467 -0.0646512  -0.03103657]
 [ 0.01598167 -0.08654476  0.0045998   0.00340025 -0.29121321 -0.10999913
  -0.13496699  0.03971343  0.09187187  0.15963241]
 [-0.01035712  0.45698405  0.09456512  0.33702518 -0.87322924 -0.28274194
  -0.54203222 -0.07613149  0.22431151  0.26380284]
 [ 0.14351524  0.46383742  0.04405661  0.36325856 -0.67645302 -0.06436918
  -0.3800291   0.14854726  0.15718926  0.44425121]
 [ 0.2492041   0.26977108  0.23957447  0.12401633 -0.34003951  0.08810267
  -0.17755967  0.16206015  0.22216777  0.05856816]
 [-0.08039873  0.19661918  0.23826466  0.00455641 -0.00091147  0.13511336
  -0.07560647 -0.01546602 -0.04250287  0.04049086]
 [-0.09979128 -0.01403477  0.02396755  0.08816078 -0.03727145  0.11810285
   0.26575158  0.02024237 -0.27869067 -0.09776926]
 [-0.21219038  0.00106177 -0.08961258 -0.33448376  0.14949231  0.11669082
   0.08026637  0.10406041 -0.20023605  0.04220726]
 [ 0.03039684 -0.3112006  -0.11734077 -0.13343506  0.28346724  0.01667277
   0.11190263  0.15398153 -0.14291201 -0.18996087]
 [ 0.15385485 -0.12805771 -0.13588005  0.00434683  0.12207391 -0.06405131
  -0.03826362 -0.14809128  0.13799937 -0.09496169]
 [-0.12357044  0.15494413  0.25526574 -0.03140123  0.18299161  0.09199043
  -0.01238968 -0.29891027 -0.12981268 -0.06603725]
 [-0.3512294   0.10362999  0.01061945 -0.02973953  0.12582782 -0.16873391
  -0.04895176  0.23519021 -0.09456354  0.080355  ]
 [ 0.14845108  0.11589488 -0.23996054 -0.09627868  0.11321753 -0.29015508
   0.00370184 -0.16785193 -0.006951   -0.19015009]
 [ 0.2051345  -0.14895327  0.05808698 -0.03258912  0.07590653 -0.02755397
  -0.00474161 -0.13715644  0.1026688  -0.1873775 ]
 [-0.10408674 -0.02223498  0.12055874  0.10926388  0.01989561 -0.11146238
   0.23181173 -0.07693901  0.18466613 -0.00222919]
 [ 0.02295636 -0.11095039  0.21637371 -0.21582867  0.05281132  0.10516165
  -0.0067553  -0.11271249  0.03844909  0.25674449]]
[[ 0.49666716]
 [ 1.28802788]
 [ 0.24123962]
 [ 0.72102642]
 [-2.3099793 ]
 [-0.27764222]
 [-1.42766955]
 [ 0.01983828]
 [ 0.56681545]
 [ 0.76748745]]
Progress: 15.6% ... Training loss: 0.326 ... Validation loss: 0.528[[  1.57713369e-01   2.44347375e-01  -1.14868422e-01   1.01991796e-01
   -5.27288647e-01  -6.78045756e-02  -8.01687723e-02   1.24163001e-01
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[[ 0.50585507]
 [ 1.29684513]
 [ 0.250633  ]
 [ 0.73160572]
 [-2.30758744]
 [-0.27010255]
 [-1.42137269]
 [ 0.02966388]
 [ 0.57633938]
 [ 0.77765865]]
Progress: 15.6% ... Training loss: 0.329 ... Validation loss: 0.527[[  1.54921050e-01   2.36772201e-01  -1.16230295e-01   9.77445204e-02
   -5.13642055e-01  -6.62910898e-02  -7.17469907e-02   1.23999894e-01
   -8.86965331e-02   1.92514351e-01]
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    1.39097010e-01  -2.78684961e-02]
 [  1.95993354e-01   4.12428679e-01   3.08451521e-02   1.08928911e-01
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    1.03439409e-01   3.50182909e-01]
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 [ -7.62081955e-03   1.70785706e-01  -1.50016447e-01   3.26137709e-02
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   -1.52561576e-01  -1.84459931e-01]
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 [  2.07161840e-02  -1.16964452e-01   2.15258572e-01  -2.19145972e-01
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[[ 0.48325439]
 [ 1.27608537]
 [ 0.23010334]
 [ 0.71038396]
 [-2.33286187]
 [-0.28812448]
 [-1.44252623]
 [ 0.01038801]
 [ 0.55558452]
 [ 0.75463912]]
Progress: 15.7% ... Training loss: 0.334 ... Validation loss: 0.543[[  1.56095213e-01   2.39387335e-01  -1.15678565e-01   9.93320965e-02
   -5.18370327e-01  -6.69844422e-02  -7.49251423e-02   1.24024763e-01
   -8.73708226e-02   1.94047802e-01]
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   -4.13927949e-02  -1.19583206e-01]
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 [  2.09057973e-02  -1.16530816e-01   2.15365431e-01  -2.18742171e-01
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[[ 0.49677151]
 [ 1.29003138]
 [ 0.24397528]
 [ 0.72435334]
 [-2.32052632]
 [-0.27583705]
 [-1.42867002]
 [ 0.02262426]
 [ 0.56975684]
 [ 0.76872706]]
Progress: 15.7% ... Training loss: 0.326 ... Validation loss: 0.529[[  1.56818442e-01   2.40473542e-01  -1.15224643e-01   1.00291965e-01
   -5.19685898e-01  -6.73876808e-02  -7.58607484e-02   1.24062266e-01
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[[ 0.49767825]
 [ 1.29273273]
 [ 0.2441491 ]
 [ 0.72692133]
 [-2.32740549]
 [-0.27706419]
 [-1.43209712]
 [ 0.02342172]
 [ 0.57064916]
 [ 0.77072653]]
Progress: 15.8% ... Training loss: 0.326 ... Validation loss: 0.529[[  1.58630421e-01   2.43840026e-01  -1.14198583e-01   1.03156053e-01
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[[ 0.50694321]
 [ 1.30570505]
 [ 0.25471149]
 [ 0.73740229]
 [-2.32231276]
 [-0.27228281]
 [-1.42901321]
 [ 0.02938106]
 [ 0.57909029]
 [ 0.78393465]]
Progress: 15.8% ... Training loss: 0.328 ... Validation loss: 0.521[[  1.59563921e-01   2.44621169e-01  -1.13672631e-01   1.04412362e-01
   -5.31366575e-01  -6.88479847e-02  -8.21960568e-02   1.24214743e-01
   -8.29549928e-02   1.98754588e-01]
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 [  1.97584338e-01   4.17307830e-01   3.16705279e-02   1.10285098e-01
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    1.05304169e-01   3.50982050e-01]
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    1.11219655e-03   6.80591126e-02]
 [ -6.18418200e-03   1.71693673e-01  -1.49103850e-01   3.47797700e-02
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   -9.08259357e-04   3.83903839e-02]
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   -1.51976768e-01  -1.83866925e-01]
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   -4.32897897e-02  -7.29038931e-02]
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 [  2.14596188e-02  -1.15708064e-01   2.15695230e-01  -2.17710023e-01
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[[ 0.5053492 ]
 [ 1.30887188]
 [ 0.25318618]
 [ 0.73869031]
 [-2.33153754]
 [-0.27627531]
 [-1.43293803]
 [ 0.0272649 ]
 [ 0.57737459]
 [ 0.78281347]]
Progress: 15.8% ... Training loss: 0.326 ... Validation loss: 0.519[[  1.57585091e-01   2.39464961e-01  -1.14768299e-01   1.01332466e-01
   -5.21910473e-01  -6.77432879e-02  -7.65265585e-02   1.24104611e-01
   -8.52908772e-02   1.95428463e-01]
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 [  1.96182185e-01   4.14458224e-01   3.09743486e-02   1.08288439e-01
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    1.03846114e-01   3.48957465e-01]
 [ -3.60807053e-02  -3.29593918e-01  -2.47544903e-01   1.51714557e-04
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 [ -6.21569799e-03   1.72058042e-01  -1.48911854e-01   3.50135507e-02
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   -1.93302660e-01   2.07360213e-02]
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   -1.42527855e-03   3.76468523e-02]
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   -2.67098961e-02  -1.30012325e-01]
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 [  4.55555322e-02  -2.55749028e-02   8.40921887e-02   7.98608591e-02
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 [  2.53984594e-02  -3.57184388e-01  -3.60907883e-02  -8.86532010e-02
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 [  5.70005421e-02   1.69740933e-01   2.57202672e-01   2.65707842e-01
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   -4.09791011e-02  -1.18959228e-01]
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    1.83790199e-01  -3.71596571e-03]
 [  2.14638867e-02  -1.15637812e-01   2.15687435e-01  -2.17644591e-01
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[[ 0.49474136]
 [ 1.29748553]
 [ 0.24190946]
 [ 0.72672477]
 [-2.34201005]
 [-0.28624256]
 [-1.44455589]
 [ 0.01770474]
 [ 0.56525176]
 [ 0.77121984]]
Progress: 15.9% ... Training loss: 0.325 ... Validation loss: 0.523[[  1.59009784e-01   2.43559023e-01  -1.13986246e-01   1.03864197e-01
   -5.29223216e-01  -6.87124371e-02  -8.13405516e-02   1.24167558e-01
   -8.34017770e-02   1.97701257e-01]
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[[ 0.51111615]
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 [ 0.57963117]
 [ 0.78790781]]
Progress: 15.9% ... Training loss: 0.326 ... Validation loss: 0.522[[ 0.16034679  0.24671514 -0.11320568  0.1060032  -0.53536292 -0.06950961
  -0.08545996  0.12426698 -0.08159301  0.19966214]
 [ 0.01561144  0.17143172 -0.01972966  0.04006164  0.09625488 -0.00588803
   0.29734118  0.04125766  0.13889159 -0.02818763]
 [ 0.19963255  0.42417424  0.03284316  0.11324926  0.04525578 -0.0622009
  -0.52209079 -0.03311715  0.10815797  0.35406131]
 [-0.03276895 -0.32086757 -0.24581334  0.00509353  0.04637342  0.17110619
   0.15790239  0.05533731  0.00579805  0.07446969]
 [-0.00683069  0.17083574 -0.14911054  0.03471374  0.10996669 -0.17632239
   0.0347878  -0.12048204 -0.19386524  0.01970504]
 [-0.34491545 -0.30267649 -0.28492422  0.15404277  0.13444382  0.04611748
   0.00233729 -0.03508676 -0.00202228  0.03689696]
 [-0.0034044  -0.14555235  0.01007932  0.09649477 -0.04623019 -0.07221244
   0.16493672 -0.18926768  0.18386982  0.03855901]
 [ 0.11469974 -0.20844145  0.03280875 -0.06721935  0.1444774  -0.04435507
   0.04783859  0.12282156  0.06986369 -0.01899502]
 [-0.16206645 -0.04789582 -0.3024529  -0.01067814 -0.05042945  0.06651733
  -0.24375698 -0.02726112  0.26679132 -0.11056924]
 [ 0.06899393 -0.21157799  0.09230544  0.03652521  0.1178949  -0.10983898
   0.01774689 -0.09792965  0.00694816  0.14715758]
 [-0.0805694   0.09397886 -0.00281596 -0.16183888  0.04977936  0.02610377
   0.08356571 -0.10230252 -0.02618808 -0.12941224]
 [-0.09158833  0.00663925 -0.06194243  0.01308517  0.28529792  0.09333882
  -0.03942566 -0.01469848 -0.15049289 -0.18197505]
 [-0.15567944  0.0070092   0.06258779  0.02363497 -0.17693923 -0.2204293
  -0.18161004 -0.19691543  0.08865597  0.17625778]
 [-0.21317741 -0.13814553  0.12110596  0.27486295 -0.13790053 -0.0847448
  -0.12806506 -0.25487865 -0.20522191  0.01075218]
 [ 0.11956227 -0.03989191 -0.0167544   0.12087603 -0.02423119 -0.08508436
   0.10054505  0.00437909  0.03367365  0.02610159]
 [ 0.03148159 -0.04662601 -0.21403716  0.13896027 -0.03344484  0.09122316
  -0.07803443 -0.0202446  -0.10182016 -0.0117266 ]
 [-0.13026046 -0.06792469 -0.2077944   0.14364736  0.01233897  0.13899448
   0.02450496 -0.250545    0.05768533 -0.21296723]
 [-0.07030703 -0.03061986  0.27633444  0.09845933  0.11941019 -0.06206957
  -0.13216048  0.12087484  0.06912883  0.03297731]
 [ 0.04731566 -0.02139194  0.08494866  0.08249194  0.10367258 -0.01654866
   0.26290147  0.12055224 -0.04155212 -0.07079897]
 [ 0.00341308 -0.15789101 -0.29201668 -0.05320674  0.2408614  -0.08890592
   0.18136827  0.16436231  0.10319822 -0.03482738]
 [ 0.04708766 -0.00166987 -0.12109332  0.03465527 -0.06272247  0.32789036
   0.26217735  0.20539683 -0.17201301 -0.06460386]
 [ 0.01563527  0.00910425  0.12704137  0.12148619 -0.06045731  0.10086464
  -0.19605771 -0.04014783  0.22013874  0.09714316]
 [ 0.10162058  0.06480809 -0.05205883 -0.11327905 -0.07747256 -0.32641731
   0.12053945  0.00832186  0.13368705  0.07982816]
 [-0.09539108  0.02567214 -0.01407694  0.02653682 -0.00259209 -0.20411121
  -0.1004697  -0.01950006  0.01700629  0.1332215 ]
 [-0.13272001 -0.02617934 -0.1919822   0.01172497 -0.29802085 -0.00981166
  -0.04980672 -0.02261959  0.0155152   0.08042095]
 [-0.01234453 -0.01057387 -0.06615472 -0.10360325  0.45548942  0.26785881
   0.48034901  0.11436171 -0.16303872 -0.34553803]
 [ 0.00618599 -0.28576321 -0.01865769 -0.04204633  0.56558054  0.09051104
   0.42581011  0.09302856  0.0523162  -0.34452842]
 [ 0.02580238 -0.35650718 -0.03588552 -0.08800123  0.61562632  0.01723639
   0.4129097   0.04974347 -0.34701134 -0.19431505]
 [-0.13945413 -0.48467031  0.00438987 -0.1641129   0.64692117 -0.10303308
   0.51364901 -0.08036924 -0.0378234   0.11770264]
 [-0.26457445 -0.30055595  0.06603841 -0.01846024  0.83306711  0.13269137
   0.3238365   0.04934517 -0.06649278 -0.10549643]
 [-0.15912342 -0.16473175  0.27002192 -0.18661383  0.48944821 -0.06302734
   0.54827626  0.01625265 -0.21193911  0.02777715]
 [-0.09848922 -0.13096242 -0.16655548 -0.06077284  0.36435276 -0.243162
   0.08512398  0.17147139  0.02110537 -0.07757387]
 [ 0.12735048  0.26601001  0.17116842 -0.068961   -0.14502759  0.04248087
  -0.18105882  0.28495222  0.09051535  0.19431209]
 [ 0.33937804  0.28372403 -0.08821855  0.30494208 -0.88167484 -0.28402253
  -0.44311701  0.17745107  0.36937862 -0.05525737]
 [ 0.05704596  0.16991552  0.25723102  0.26580174 -0.10175622 -0.20000394
  -0.20456371 -0.13202449 -0.12851971 -0.27150602]
 [ 0.0336549  -0.02427118 -0.11326129 -0.03951222  0.20914211  0.03707807
  -0.03463681 -0.18351538  0.04606323  0.22338874]
 [-0.01024876 -0.08107273 -0.07150525 -0.06658428  0.03755085 -0.16929857
   0.11874362  0.00963683  0.02584338 -0.00678515]
 [ 0.0231643   0.04937966  0.24270433  0.06668167 -0.20304829 -0.13088381
   0.13323678  0.03964654 -0.19185393  0.10384826]
 [ 0.05067682 -0.02526171  0.09858436 -0.02233578 -0.1450955   0.08066699
   0.12617218 -0.27171155 -0.03995952 -0.11773306]
 [-0.03034556  0.03524483  0.07605124 -0.05670049  0.05225511  0.19118382
   0.15259064  0.11755248 -0.04158947  0.14996537]
 [ 0.21048152  0.03293005  0.02398974  0.0667754   0.10259859 -0.01659273
  -0.1254948   0.14770648 -0.0656886  -0.03234359]
 [ 0.01676195 -0.08441034  0.00501254  0.00465749 -0.29469911 -0.11049255
  -0.13728089  0.03974271  0.0927777   0.16079453]
 [-0.00597659  0.46481944  0.09665586  0.34310035 -0.88894821 -0.28484087
  -0.5515015  -0.07590823  0.22949486  0.27006726]
 [ 0.14923284  0.47517855  0.04705922  0.37182147 -0.70251263 -0.06768914
  -0.39410514  0.14884762  0.16433938  0.4518906 ]
 [ 0.2500724   0.27221255  0.24017449  0.12572119 -0.34514441  0.0874462
  -0.18024604  0.16211369  0.22348917  0.06017147]
 [-0.07968443  0.19839174  0.23863609  0.00575413 -0.00461566  0.13464673
  -0.07777984 -0.01544393 -0.04158791  0.04165447]
 [-0.0991661  -0.01201865  0.02427204  0.08920443 -0.04050054  0.11767744
   0.26378436  0.02025754 -0.27787121 -0.09676531]
 [-0.2133259  -0.00195945 -0.09018017 -0.33607827  0.15434636  0.11726628
   0.08350482  0.10398514 -0.2014916   0.04065104]
 [ 0.02896756 -0.31518247 -0.11806257 -0.13542073  0.29004792  0.0173626
   0.11612661  0.15389918 -0.14451174 -0.19217861]
 [ 0.15178547 -0.13384343 -0.136857    0.00139073  0.12904892 -0.06287986
  -0.03197691 -0.14820813  0.13585169 -0.09819482]
 [-0.12211289  0.15584907  0.25609426 -0.02904741  0.17610061  0.09101325
  -0.01505764 -0.29884071 -0.12771795 -0.06423265]
 [-0.35098593  0.10295613  0.01079019 -0.02950812  0.12775434 -0.16897094
  -0.04888254  0.23520125 -0.09425919  0.08047939]
 [ 0.14833964  0.11382753 -0.239829   -0.09603823  0.1143671  -0.29030286
   0.005766   -0.16787084 -0.00675829 -0.19057329]
 [ 0.20738318 -0.14493202  0.05918935 -0.02937464  0.06774611 -0.02887997
  -0.0098458  -0.13710073  0.10538711 -0.18410642]
 [-0.1063363  -0.02885371  0.11956547  0.10633627  0.02971086 -0.11049407
   0.23849926 -0.07708491  0.18240048 -0.00565603]
 [ 0.02282487 -0.11212109  0.21635894 -0.2152905   0.05006829  0.10497457
  -0.00631334 -0.11274177  0.03881399  0.25653888]]
[[ 0.51098588]
 [ 1.31150514]
 [ 0.25391924]
 [ 0.73851507]
 [-2.33649642]
 [-0.27364435]
 [-1.43728245]
 [ 0.02934153]
 [ 0.57623079]
 [ 0.78646707]]
Progress: 16.0% ... Training loss: 0.325 ... Validation loss: 0.517[[ 0.15822782  0.24126626 -0.11434687  0.10260311 -0.52416164 -0.06824735
  -0.07910718  0.1241394  -0.08410362  0.19636347]
 [ 0.01555004  0.1712353  -0.0197607   0.03997978  0.09655393 -0.00584356
   0.29753092  0.04125388  0.13882245 -0.02828679]
 [ 0.19513498  0.41343545  0.0304622   0.10615416  0.06620697 -0.05969541
  -0.50973561 -0.03339474  0.10276817  0.3469483 ]
 [-0.03381628 -0.32266553 -0.24619594  0.004077    0.0485411   0.17143251
   0.16042817  0.05529141  0.00489573  0.07332918]
 [-0.00424936  0.17730654 -0.14785351  0.03829347  0.09952284 -0.17756179
   0.02768613 -0.12034131 -0.19107713  0.02343944]
 [-0.34430269 -0.30146425 -0.28460043  0.15498789  0.13215977  0.04581209
   0.00097945 -0.0350467  -0.00128495  0.03784743]
 [-0.00579432 -0.15211822  0.00881628  0.09280548 -0.03460673 -0.07086168
   0.17200692 -0.18940951  0.18110795  0.03484331]
 [ 0.11336805 -0.21179243  0.03211894 -0.06927179  0.15058558 -0.04362169
   0.05172047  0.12274105  0.06824805 -0.02116208]
 [-0.16183765 -0.04744142 -0.30233255 -0.01032676 -0.05133973  0.06639179
  -0.24437658 -0.02724694  0.26707524 -0.11020421]
 [ 0.06842251 -0.21379575  0.09195356  0.03546783  0.12181839 -0.10942131
   0.01994533 -0.09796792  0.0062206   0.14612915]
 [-0.08230099  0.08941246 -0.00369734 -0.16441105  0.05785532  0.02703547
   0.08869113 -0.10240116 -0.02817705 -0.13210212]
 [-0.09216536  0.00517318 -0.06221787  0.0122695   0.28783579  0.09364264
  -0.03777488 -0.01472967 -0.15113261 -0.18282401]
 [-0.15567944  0.0070092   0.06258779  0.02363497 -0.17693923 -0.2204293
  -0.18161004 -0.19691543  0.08865597  0.17625778]
 [-0.21340788 -0.13888471  0.12100833  0.27461571 -0.13699722 -0.08464208
  -0.12726132 -0.25488919 -0.20548151  0.01037286]
 [ 0.12036784 -0.03797548 -0.01634536  0.12199828 -0.02725631 -0.08546525
   0.09841942  0.00442695  0.03462061  0.02737103]
 [ 0.03118312 -0.047457   -0.21418656  0.13852742 -0.03201976  0.09137279
  -0.07709926 -0.02026102 -0.10216383 -0.01220331]
 [-0.13047572 -0.06868201 -0.20791709  0.14332941  0.01342965  0.13912044
   0.02522197 -0.25055813  0.05743365 -0.21331739]
 [-0.07113442 -0.03273502  0.27590515  0.09720424  0.12355905 -0.06158939
  -0.1298114   0.12082825  0.06819322  0.03179305]
 [ 0.04608609 -0.02469266  0.08429093  0.08053089  0.1096095  -0.01585515
   0.26657323  0.12047499 -0.04301268 -0.0727909 ]
 [ 0.00327602 -0.15828402 -0.29209387 -0.05342474  0.24149159 -0.08883253
   0.18178067  0.16435401  0.10302842 -0.03503743]
 [ 0.04649    -0.00311352 -0.12140575  0.03374106 -0.06009534  0.32822012
   0.26387181  0.20536107 -0.17272719 -0.0655768 ]
 [ 0.01493605  0.00726882  0.12669159  0.12043664 -0.05720856  0.10124302
  -0.1939661  -0.04018856  0.2193039   0.09601272]
 [ 0.10173793  0.06508259 -0.05199167 -0.11309881 -0.07798951 -0.32648408
   0.12019317  0.00832915  0.13383994  0.08001927]
 [-0.09555153  0.02527754 -0.01415831  0.02628872 -0.00177059 -0.20401006
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 [-0.13212741 -0.02481045 -0.19168959  0.0126213  -0.30077388 -0.01014548
  -0.05147236 -0.02258393  0.01621094  0.08134418]
 [-0.01219066 -0.01029324 -0.06607337 -0.10334907  0.45479277  0.26776305
   0.48005828  0.1143714  -0.16287005 -0.34531141]
 [ 0.00605069 -0.28614778 -0.01872884 -0.04225074  0.5661539   0.09058786
   0.42623098  0.09302059  0.05216696 -0.34473463]
 [ 0.02540633 -0.35763262 -0.03608759 -0.08858795  0.61749713  0.01744785
   0.41412026  0.04971997 -0.34746146 -0.19495629]
 [-0.13967542 -0.48512433  0.00428109 -0.16442767  0.64786972 -0.10291741
   0.51419408 -0.08038192 -0.03806178  0.11739652]
 [-0.26490622 -0.30145969  0.06588419 -0.01892249  0.83438916  0.13286052
   0.32481217  0.04932697 -0.06684424 -0.10599469]
 [-0.15932261 -0.16527902  0.26992172 -0.1869029   0.49040987 -0.06292086
   0.54884488  0.01624108 -0.21217136  0.02746489]
 [-0.09860238 -0.13128254 -0.1666123  -0.06091441  0.36476621 -0.2431129
   0.08546954  0.171466    0.02102304 -0.07770815]
 [ 0.12737647  0.26610205  0.17117951 -0.06892911 -0.14511693  0.04246697
  -0.18113681  0.28495357  0.09053924  0.19434184]
 [ 0.33943643  0.28378964 -0.08821344  0.30493759 -0.88141165 -0.28400596
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 [ 0.05678972  0.16929102  0.25710679  0.26543515 -0.10061513 -0.19986235
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 [ 0.03330325 -0.02518978 -0.11343642 -0.0400415   0.21075821  0.03727936
  -0.03360081 -0.18353578  0.04566297  0.22286836]
 [-0.0100767  -0.08074153 -0.0714238  -0.06632403  0.03674352 -0.16938738
   0.11830885  0.00964754  0.02603661 -0.00650164]
 [ 0.02312011  0.04927217  0.24268331  0.06661718 -0.20285087 -0.13085984
   0.13335965  0.03964399 -0.19190434  0.10378259]
 [ 0.04965235 -0.02776128  0.09808626 -0.02384157 -0.1403387   0.08120966
   0.12901996 -0.27176897 -0.04113483 -0.11925825]
 [-0.03035788  0.035184    0.07605156 -0.05669509  0.05223218  0.19118381
   0.15262026  0.11755291 -0.04158431  0.14998313]
 [ 0.21011796  0.0320914   0.02379534  0.06619958  0.10442457 -0.01639022
  -0.1245559   0.14768399 -0.06611983 -0.03294054]
 [ 0.01664596 -0.08464505  0.00494847  0.00448041 -0.29411798 -0.11044741
  -0.13698771  0.0397337   0.09262097  0.16062221]
 [-0.00546499  0.46575391  0.09687065  0.34371732 -0.89058386 -0.28502307
  -0.5525399  -0.07587865  0.23001089  0.27068589]
 [ 0.14973211  0.47634591  0.04730748  0.37252573 -0.70467331 -0.06794887
  -0.39544898  0.14887691  0.16490492  0.45259764]
 [ 0.24979666  0.27139548  0.24003647  0.12531845 -0.34386     0.08759995
  -0.17944439  0.162099    0.22316567  0.05974876]
 [-0.0793919   0.19919263  0.23879326  0.00621777 -0.00606214  0.134479
  -0.07857998 -0.01542574 -0.04123533  0.04211464]
 [-0.09916841 -0.01199578  0.02427006  0.08920152 -0.04048836  0.11767545
   0.26378339  0.02025745 -0.27787056 -0.09676881]
 [-0.21374114 -0.0030497  -0.09038987 -0.33668827  0.15624245  0.11748338
   0.08467823  0.10396079 -0.20196377  0.0400333 ]
 [ 0.02863232 -0.31620093 -0.11825095 -0.13596457  0.29178003  0.01755265
   0.11720146  0.15387736 -0.14493546 -0.19275706]
 [ 0.15149828 -0.13480904 -0.13702044  0.00099462  0.1303422  -0.06271799
  -0.03087443 -0.14822527  0.13548261 -0.09871606]
 [-0.12264516  0.15433909  0.25585699 -0.02975733  0.17835733  0.09127138
  -0.01365324 -0.29886708 -0.12829473 -0.0649501 ]
 [-0.35097374  0.10298568  0.01080639 -0.0295684   0.12826019 -0.16895045
  -0.04897556  0.23520281 -0.09426322  0.08049192]
 [ 0.14681611  0.10991374 -0.2406312  -0.09838913  0.12169053 -0.28946289
   0.01035626 -0.16796142 -0.00856718 -0.19301458]
 [ 0.20731959 -0.14508047  0.05917696 -0.02941636  0.06796104 -0.02886523
  -0.00969316 -0.13710205  0.10536236 -0.18417847]
 [-0.10614969 -0.02870041  0.11962749  0.1065162   0.02937216 -0.11052875
   0.23819942 -0.07707507  0.18260778 -0.00543526]
 [ 0.02215261 -0.11401632  0.21598733 -0.21635673  0.0533501   0.10536724
  -0.00419562 -0.11278586  0.03803396  0.25549034]]
[[ 0.49585658]
 [ 1.29886391]
 [ 0.24080947]
 [ 0.72686516]
 [-2.35079679]
 [-0.28541577]
 [-1.44746279]
 [ 0.01855003]
 [ 0.56329191]
 [ 0.77262872]]
Progress: 16.1% ... Training loss: 0.324 ... Validation loss: 0.524[[  1.60921423e-01   2.48285640e-01  -1.12831014e-01   1.06949843e-01
   -5.37035568e-01  -6.99083472e-02  -8.66836118e-02   1.24254738e-01
   -8.07440140e-02   2.00316423e-01]
 [  1.48892410e-02   1.69633518e-01  -2.00709011e-02   3.90588294e-02
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 [  2.38014443e-02  -1.09591050e-01   2.16851645e-01  -2.13751960e-01
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[[ 0.51856954]
 [ 1.31726638]
 [ 0.25659767]
 [ 0.74583768]
 [-2.33786693]
 [-0.26927103]
 [-1.43479798]
 [ 0.03875689]
 [ 0.58401631]
 [ 0.79548381]]
Progress: 16.1% ... Training loss: 0.328 ... Validation loss: 0.520[[  1.58283398e-01   2.41423594e-01  -1.14247228e-01   1.02826401e-01
   -5.25296943e-01  -6.84404475e-02  -7.95023426e-02   1.24043990e-01
   -8.37495728e-02   1.95930482e-01]
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    1.00893151e-01   3.43777867e-01]
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   -1.51276800e-01  -1.83003543e-01]
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[[ 0.48790367]
 [ 1.29122107]
 [ 0.23084951]
 [ 0.71771595]
 [-2.36594603]
 [-0.29151129]
 [-1.45688155]
 [ 0.01319243]
 [ 0.55431429]
 [ 0.76570822]]
Progress: 16.1% ... Training loss: 0.333 ... Validation loss: 0.537[[  1.58359151e-01   2.41103117e-01  -1.14291896e-01   1.02719326e-01
   -5.23637065e-01  -6.83696513e-02  -7.86490238e-02   1.24043889e-01
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 [  1.80289451e-02  -8.11875887e-02   5.59195252e-03   6.52865052e-03
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 [ -3.50072346e-01   1.03963513e-01   1.11967617e-02  -2.85077298e-02
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 [  1.46335285e-01   1.08871094e-01  -2.40782652e-01  -9.89185493e-02
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 [ -1.06638184e-01  -2.95370309e-02   1.19353116e-01   1.05740000e-01
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    1.82037389e-01  -6.12977476e-03]
 [  2.29530143e-02  -1.12191054e-01   2.16370900e-01  -2.15109279e-01
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[[ 0.49456044]
 [ 1.29986777]
 [ 0.23768314]
 [ 0.72519417]
 [-2.36560847]
 [-0.28721175]
 [-1.45561827]
 [ 0.01907719]
 [ 0.56258893]
 [ 0.77506102]]
Progress: 16.2% ... Training loss: 0.326 ... Validation loss: 0.528[[ 0.15939237  0.24396199 -0.11370967  0.10441037 -0.52914105 -0.06904676
  -0.08174504  0.12409098 -0.0826516   0.19712926]
 [ 0.01525701  0.17065048 -0.01987598  0.03965492  0.09754121 -0.0057161
   0.29819638  0.04124048  0.13853253 -0.02862034]
 [ 0.19445399  0.41402173  0.02996261  0.10392096  0.07087521 -0.05914663
  -0.50867327 -0.03364098  0.10166766  0.34429684]
 [-0.03227892 -0.32046112 -0.24537684  0.00647043  0.04055272  0.1707481
   0.15520948  0.05539964  0.00654623  0.07659861]
 [-0.00778073  0.16982267 -0.14954488  0.03320423  0.11422609 -0.17590717
   0.03697239 -0.12048588 -0.1947355   0.01777087]
 [-0.34531198 -0.3049537  -0.28500221  0.15400748  0.13606637  0.046043
   0.00495984 -0.03510493 -0.0022575   0.03636956]
 [-0.00475353 -0.15007879  0.00924412  0.0939965  -0.03915717 -0.07131547
   0.16928755 -0.18935652  0.1822513   0.03586991]
 [ 0.1145002  -0.20864692  0.03270989 -0.06727612  0.14340983 -0.04461635
   0.04845207  0.12260969  0.06982713 -0.0194672 ]
 [-0.16204797 -0.04874825 -0.3023713  -0.01053288 -0.04896728  0.06642963
  -0.24309375 -0.02730805  0.26674959 -0.11070699]
 [ 0.07069285 -0.20922121  0.09311446  0.03933539  0.11047175 -0.11126832
   0.01521864 -0.09807843  0.00907869  0.14909614]
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 [ 0.12006835 -0.03940432 -0.01649522  0.12161897 -0.02581387 -0.08542197
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   0.02180901 -0.25051408  0.05877368 -0.21140713]
 [-0.07138529 -0.03349924  0.27573943  0.09681638  0.12432439 -0.06143522
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 [ 0.0460225  -0.02490001  0.08419086  0.08005379  0.11120831 -0.01570355
   0.26694046  0.1204859  -0.04326649 -0.07337668]
 [ 0.00442384 -0.15508586 -0.29148609 -0.05155282  0.23416551 -0.08961939
   0.1783551   0.16434403  0.10442508 -0.03311602]
 [ 0.04726495 -0.0013118  -0.1209722   0.03507344 -0.06403314  0.32758492
   0.26140617  0.20534366 -0.1716291  -0.06449938]
 [ 0.01410057  0.00477015  0.12626569  0.11919435 -0.05281035  0.10167939
  -0.19075491 -0.04030554  0.21842494  0.09439706]
 [ 0.10153219  0.06458497 -0.05205956 -0.11328849 -0.07636636 -0.32638452
   0.12093985  0.0083082   0.13352876  0.0797859 ]
 [-0.09533354  0.02555165 -0.01406189  0.02662011 -0.00281644 -0.20415229
  -0.10063607 -0.01950742  0.0170786   0.13327743]
 [-0.13176841 -0.02417051 -0.19147797  0.01321786 -0.30229605 -0.0103882
  -0.0525048  -0.02257784  0.01663467  0.08189095]
 [-0.01256707 -0.0115806  -0.06624439 -0.10389266  0.45667472  0.26796818
   0.48148719  0.11436004 -0.16329132 -0.34593034]
 [ 0.00484638 -0.28933147 -0.01935078 -0.04405865  0.57178861  0.0912573
   0.42982263  0.09294422  0.05080062 -0.34670735]
 [ 0.02457228 -0.36011744 -0.03647465 -0.08979601  0.62135804  0.01790949
   0.41680363  0.04968199 -0.34842437 -0.19628871]
 [-0.14110918 -0.4889555   0.00357929 -0.16658044  0.65451024 -0.10208806
   0.51843681 -0.08043927 -0.03970957  0.1152499 ]
 [-0.26686856 -0.30640503  0.06495591 -0.02173513  0.84297341  0.13392887
   0.33043224  0.04923028 -0.0689929  -0.10896051]
 [-0.159716   -0.16675031  0.26976542 -0.187341    0.49218663 -0.06275321
   0.55033912  0.01622673 -0.21255971  0.0270276 ]
 [-0.09890519 -0.13225222 -0.1667785  -0.06134049  0.36593474 -0.24296434
   0.08645782  0.17144501  0.02071798 -0.07816371]
 [ 0.12777552  0.26724757  0.1713951  -0.06832555 -0.14676183  0.04222949
  -0.18232354  0.28497057  0.09090193  0.19501162]
 [ 0.33834513  0.28109321 -0.0887959   0.30335575 -0.87605599 -0.28351911
  -0.44041158  0.17733762  0.36812066 -0.05680736]
 [ 0.05698501  0.16972413  0.25720943  0.26573268 -0.10168207 -0.19999308
  -0.20456562 -0.13203797 -0.12859244 -0.2716209 ]
 [ 0.03291402 -0.02600513 -0.11362364 -0.04060089  0.21247485  0.03746091
  -0.03259611 -0.18357125  0.04518063  0.22238088]
 [-0.00892181 -0.07733911 -0.07081302 -0.06445039  0.03057181 -0.1701066
   0.11481207  0.00968655  0.02743256 -0.00478043]
 [ 0.02414983  0.05224697  0.24316265  0.06814126 -0.20808021 -0.13153025
   0.13001937  0.03965419 -0.19074444  0.10536309]
 [ 0.0487496  -0.02979328  0.09765472 -0.02520274 -0.13585433  0.08171929
   0.13172166 -0.27180352 -0.04219807 -0.1206953 ]
 [-0.03012576  0.03594032  0.07611346 -0.05640775  0.05102122  0.19102428
   0.15202894  0.11754119 -0.04135716  0.15027292]
 [ 0.21076139  0.0337366   0.02412032  0.06711371  0.10171993 -0.01671488
  -0.12694871  0.14771429 -0.06539132 -0.03195347]
 [ 0.01832455 -0.08040967  0.00573687  0.00696504 -0.30212464 -0.11137241
  -0.14191749  0.03978728  0.09453831  0.16307186]
 [-0.00399995  0.46891338  0.09752109  0.34575022 -0.89646871 -0.28579334
  -0.5552127  -0.07584063  0.23154933  0.27262392]
 [ 0.15188223  0.48039824  0.04846722  0.37571328 -0.71370736 -0.06921158
  -0.40049138  0.1489884   0.16760097  0.45544056]
 [ 0.25029606  0.27277198  0.24031031  0.12619556 -0.34671405  0.08722813
  -0.18099537  0.16210305  0.22382119  0.06050157]
 [-0.07883311  0.20060274  0.23908917  0.00711114 -0.00894691  0.13414555
  -0.080343   -0.01539335 -0.04053428  0.04301917]
 [-0.09825021 -0.00960729  0.02471851  0.09065455 -0.04521589  0.11709778
   0.26110235  0.02029175 -0.27677945 -0.09524609]
 [-0.21425518 -0.00438736 -0.09062032 -0.33739978  0.15861737  0.11775832
   0.08613387  0.10393723 -0.20251021  0.03921591]
 [ 0.02806536 -0.31773713 -0.11852042 -0.1367902   0.2942741   0.0178528
   0.1187869   0.15384142 -0.14556672 -0.19364853]
 [ 0.15278594 -0.13205674 -0.13644448  0.00302538  0.12360319 -0.06344478
  -0.0342945  -0.14820112  0.13711964 -0.09666054]
 [-0.1230114   0.15329192  0.25578231 -0.02988024  0.17871508  0.09123405
  -0.01253289 -0.29890053 -0.12849098 -0.06525703]
 [-0.34991816  0.10441367  0.01127232 -0.02831017  0.12503195 -0.169478
  -0.05052233  0.23523722 -0.09317888  0.08134029]
 [ 0.14639678  0.10906536 -0.24066766 -0.09864193  0.12316821 -0.28943041
   0.01160448 -0.16801112 -0.00880469 -0.19345355]
 [ 0.20618959 -0.1479706   0.05862601 -0.03106723  0.07369907 -0.02829091
  -0.00624262 -0.1371765   0.1038484  -0.18601908]
 [-0.10571026 -0.02745703  0.11982287  0.1070795   0.02773994 -0.11085939
   0.23663399 -0.07712537  0.18305512 -0.00482729]
 [ 0.02223884 -0.11426564  0.21599039 -0.21618228  0.05192897  0.10520305
  -0.00420701 -0.11283424  0.03823721  0.25530585]]
[[ 0.50566226]
 [ 1.31015313]
 [ 0.24907179]
 [ 0.73813931]
 [-2.35768203]
 [-0.27914922]
 [-1.44490301]
 [ 0.02872628]
 [ 0.57399732]
 [ 0.78591109]]
Progress: 16.2% ... Training loss: 0.321 ... Validation loss: 0.520[[ 0.15872211  0.24108558 -0.1140594   0.10317061 -0.52528195 -0.06854165
  -0.07900814  0.12404645 -0.08358658  0.19582818]
 [ 0.0151905   0.17047523 -0.01990996  0.03955345  0.09784296 -0.00567796
   0.29836422  0.04123665  0.13845208 -0.02872954]
 [ 0.19271709  0.4097936   0.02910179  0.10093636  0.0799525  -0.05798483
  -0.5033204  -0.03374936  0.09948428  0.34115643]
 [-0.03242169 -0.32059487 -0.24544386  0.00657027  0.03938589  0.17072725
   0.15552904  0.05539955  0.00661206  0.07673436]
 [-0.00695618  0.17162419 -0.14926141  0.03448321  0.110329   -0.17649295
   0.03515003 -0.1204393  -0.19403195  0.01883896]
 [-0.34534912 -0.3054161  -0.28501565  0.15409916  0.13592284  0.04599098
   0.0052819  -0.03510154 -0.00221353  0.03644818]
 [-0.00504727 -0.15165691  0.00912008  0.09356567 -0.03811553 -0.07115977
   0.1703935  -0.1893747   0.18203576  0.03533781]
 [ 0.11346188 -0.21153852  0.03215512 -0.06894907  0.14825453 -0.04399388
   0.05179356  0.12254689  0.06854792 -0.02120278]
 [-0.16146189 -0.04779775 -0.30206462 -0.00971475 -0.05110047  0.0661627
  -0.24417864 -0.02727298  0.26731685 -0.1099153 ]
 [ 0.06920935 -0.21421929  0.0923718   0.03696871  0.11811903 -0.11038841
   0.02060491 -0.09816288  0.00733998  0.14652083]
 [-0.08291542  0.08678806 -0.00390485 -0.16509332  0.05893395  0.02727147
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 [-0.09216756  0.00462818 -0.06223591  0.01225708  0.28861898  0.09365326
  -0.03725513 -0.01473292 -0.15117394 -0.18284293]
 [-0.15567944  0.0070092   0.06258779  0.02363497 -0.17693923 -0.2204293
  -0.18161004 -0.19691543  0.08865597  0.17625778]
 [-0.21334388 -0.13914608  0.12111862  0.27506918 -0.13837097 -0.08480299
  -0.12692063 -0.2548767  -0.20529534  0.01064238]
 [ 0.11953538 -0.04087313 -0.01676896  0.12087316 -0.02347339 -0.08514673
   0.10157374  0.00437871  0.03375538  0.02603164]
 [ 0.03040256 -0.04958658 -0.21456923  0.13753341 -0.02847053  0.09169678
  -0.07469827 -0.02031406 -0.10302802 -0.0133272 ]
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   0.02109816 -0.2504966   0.05914165 -0.21094992]
 [-0.07128199 -0.03350498  0.27578201  0.09697623  0.1239612  -0.06149164
  -0.12898897  0.12082001  0.06816244  0.03127207]
 [ 0.0454279  -0.02631814  0.08391267  0.07917243  0.11374163 -0.01536911
   0.26839209  0.12045108 -0.04393314 -0.07424951]
 [ 0.0034272  -0.15765615 -0.29197669 -0.05308604  0.23849164 -0.08905256
   0.181303    0.16428666  0.10325742 -0.03466512]
 [ 0.04735969 -0.00107306 -0.12095165  0.0351839  -0.06432735  0.32754384
   0.26117777  0.20534849 -0.17158048 -0.06439749]
 [ 0.0142104   0.00484647  0.12630413  0.11931221 -0.05315702  0.10163529
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 [ 0.10200479  0.06540093 -0.05181192 -0.11264358 -0.07766019 -0.32657742
   0.12002967  0.00833538  0.13397783  0.08039478]
 [-0.09522087  0.02575923 -0.01400353  0.02678343 -0.00338683 -0.20421816
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  -0.05192935 -0.02258819  0.01641041  0.0816097 ]
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   0.48260206  0.11434036 -0.16370178 -0.34651107]
 [ 0.00442468 -0.2904886  -0.01956556 -0.04470192  0.57371304  0.09149337
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 [ 0.02460424 -0.3601088  -0.03646073 -0.0897509   0.6211935   0.01789307
   0.41674785  0.04968393 -0.34838898 -0.19623894]
 [-0.14090653 -0.48871257  0.0036966  -0.16623422  0.65354458 -0.10222132
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 [-0.26689975 -0.30657139  0.06493945 -0.02177802  0.84301397  0.13394675
   0.33060663  0.04922868 -0.06902462 -0.10899952]
 [-0.15981213 -0.16703672  0.26972196 -0.18747646  0.49265615 -0.06270409
   0.55053777  0.0162216  -0.21265966  0.02689612]
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 [ 0.12783941  0.26741343  0.17142612 -0.06823185 -0.14705921  0.04219399
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 [ 0.33757525  0.27901728 -0.08917755  0.30222243 -0.87293332 -0.28308391
  -0.43819492  0.17729132  0.36730571 -0.05804164]
 [ 0.05701811  0.1697508   0.25722518  0.26576986 -0.10182283 -0.20001385
  -0.20465942 -0.13203613 -0.12855405 -0.27157019]
 [ 0.03323478 -0.02514451 -0.11345619 -0.0400975   0.21087276  0.03727872
  -0.03357288 -0.18355183  0.04555527  0.22289673]
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   0.11514907  0.00968099  0.02733039 -0.0049143 ]
 [ 0.02414508  0.05221706  0.24315862  0.06811555 -0.20796821 -0.1315192
   0.13005591  0.03965391 -0.19075833  0.10534546]
 [ 0.04873566 -0.02984189  0.0976509  -0.02521609 -0.13582163  0.08172354
   0.1317634  -0.2718044  -0.04220946 -0.12070891]
 [-0.02994857  0.03611669  0.07620614 -0.05613706  0.0501063   0.19091557
   0.15149721  0.11754845 -0.04113468  0.1505726 ]
 [ 0.21120781  0.03487012  0.02432674  0.06770515  0.09982977 -0.01693088
  -0.12805961  0.14773716 -0.06495194 -0.03133684]
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  -0.14145483  0.0397798   0.09434817  0.16281966]
 [-0.00358309  0.46967168  0.09774242  0.34630518 -0.89766076 -0.28595667
  -0.55608268 -0.07581751  0.23193187  0.27319409]
 [ 0.15186087  0.48016177  0.04846562  0.37571904 -0.71384931 -0.06921157
  -0.40018817  0.14899175  0.16763696  0.45536542]
 [ 0.25045479  0.27304479  0.24039613  0.12642976 -0.34745882  0.08713939
  -0.18122284  0.16211193  0.22401933  0.06067947]
 [-0.07896945  0.20023332  0.23902419  0.00690522 -0.00829157  0.134224
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   0.26011499  0.02031346 -0.27640497 -0.09467335]
 [-0.21439977 -0.00474027 -0.09067097 -0.33754508  0.15906201  0.11781222
   0.08643515  0.10393261 -0.20261685  0.03906101]
 [ 0.02754627 -0.31913834 -0.11877879 -0.13756901  0.29669452  0.01813699
   0.1202911   0.15381239 -0.14618528 -0.19447889]
 [ 0.15294298 -0.13187117 -0.13639447  0.0032715   0.1229554  -0.06352153
  -0.03450377 -0.14819192  0.13732305 -0.09645859]
 [-0.12413121  0.15039954  0.25524314 -0.03149899  0.18350484  0.09182489
  -0.00942699 -0.29896151 -0.1297211  -0.06695087]
 [-0.34992879  0.104305    0.01126903 -0.028298    0.1248741  -0.16948931
  -0.05027878  0.23523865 -0.09317096  0.08126582]
 [ 0.14608283  0.10806542 -0.24082058 -0.09908921  0.12464795 -0.28928349
   0.01270681 -0.16802656 -0.00915947 -0.19399317]
 [ 0.20645159 -0.14758865  0.05873451 -0.03075898  0.07280622 -0.02842916
  -0.0067558  -0.13716027  0.10413437 -0.18571698]
 [-0.10579819 -0.02806588  0.11978182  0.10689508  0.029049   -0.11075192
   0.23719654 -0.0771311   0.18287559 -0.00501718]
 [ 0.02256901 -0.11420494  0.21618275 -0.21569234  0.04965851  0.10504335
  -0.00481428 -0.11282146  0.03862081  0.25590225]]
[[ 0.5006971 ]
 [ 1.30715698]
 [ 0.24604488]
 [ 0.73491042]
 [-2.361615  ]
 [-0.28114417]
 [-1.44750318]
 [ 0.02460416]
 [ 0.57022545]
 [ 0.78214298]]
Progress: 16.3% ... Training loss: 0.322 ... Validation loss: 0.522[[ 0.15773041  0.23692109 -0.11447022  0.10176184 -0.51951352 -0.06786548
  -0.0747135   0.12401057 -0.08453417  0.19412235]
 [ 0.01496713  0.16969719 -0.02002546  0.03923659  0.09889234 -0.00552786
   0.29910527  0.04122675  0.13820139 -0.02912862]
 [ 0.1935358   0.41113558  0.02958823  0.10207103  0.07614746 -0.05830063
  -0.5052627  -0.03369833  0.10073554  0.34247144]
 [-0.03086021 -0.31647003 -0.24464318  0.00909676  0.03145783  0.16992056
   0.1506895   0.05545907  0.00848568  0.07984067]
 [-0.00824122  0.16744218 -0.1497383   0.03272443  0.11692925 -0.17577435
   0.0394889  -0.12048684 -0.19539786  0.01655341]
 [-0.34669164 -0.30918121 -0.28568082  0.15220311  0.14221691  0.04668697
   0.00962593 -0.03516242 -0.00366886  0.03425208]
 [-0.00600859 -0.15444742  0.00867614  0.09223221 -0.03346447 -0.0706019
   0.17336495 -0.18942086  0.18096258  0.03385974]
 [ 0.11406827 -0.21132664  0.03249512 -0.06812312  0.14575636 -0.04421487
   0.05120442  0.1225837   0.06937853 -0.02044034]
 [-0.16187617 -0.04882031 -0.30228147 -0.01029896 -0.04931638  0.06634261
  -0.24304956 -0.02729056  0.26701428 -0.11051215]
 [ 0.06793    -0.21894665  0.09175342  0.03503291  0.12487924 -0.10960446
   0.02591428 -0.09821464  0.00605987  0.14425618]
 [-0.08346144  0.08528632 -0.0041989  -0.16584772  0.06100456  0.02753963
   0.09195409 -0.102467   -0.02915794 -0.13394584]
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  -0.03619132 -0.01474515 -0.15145075 -0.18327243]
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  -0.18161004 -0.19691543  0.08865597  0.17625778]
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  -0.12498805 -0.25490722 -0.20601635  0.00958684]
 [ 0.11963216 -0.0409134  -0.01671207  0.12106888 -0.02380377 -0.08524278
   0.10161807  0.00438609  0.03393794  0.02614483]
 [ 0.02938266 -0.05186124 -0.21503731  0.13615054 -0.02413307  0.09221833
  -0.07189899 -0.02035968 -0.10412918 -0.01482817]
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   0.02106722 -0.25049     0.05928796 -0.21076749]
 [-0.07153866 -0.03422049  0.27565551  0.0966011   0.12519733 -0.06134582
  -0.12821023  0.1208075   0.06788662  0.03088662]
 [ 0.0449224  -0.028481    0.08363726  0.07825966  0.11645741 -0.01494134
   0.27029971  0.12042451 -0.04457132 -0.0752124 ]
 [ 0.00358848 -0.15729236 -0.291873   -0.0527773   0.23747102 -0.08915177
   0.18079831  0.16429715  0.10349322 -0.03438919]
 [ 0.0473353  -0.00161561 -0.12092232  0.03516612 -0.06391221  0.32754994
   0.26187635  0.20535318 -0.1714606  -0.06446356]
 [ 0.01446239  0.00555204  0.12640328  0.11969662 -0.0542598   0.10149647
  -0.19134933 -0.04028719  0.21895603  0.09493688]
 [ 0.10202487  0.06533083 -0.05179883 -0.11261902 -0.07783666 -0.32658633
   0.12003019  0.00833572  0.13400052  0.08041262]
 [-0.09552276  0.02508362 -0.01416299  0.02633799 -0.00213349 -0.20410537
  -0.10023809 -0.01951422  0.01686706  0.1329514 ]
 [-0.13202553 -0.02493236 -0.19158275  0.01285851 -0.30137756 -0.01026491
  -0.05177259 -0.02259058  0.01635819  0.08153006]
 [-0.01298267 -0.0128646  -0.06646875 -0.10456038  0.45877613  0.26820907
   0.48304816  0.11433578 -0.16381097 -0.34670081]
 [ 0.0043425  -0.29074978 -0.01960948 -0.04481447  0.57404251  0.09154322
   0.43128698  0.09291539  0.05025244 -0.3474949 ]
 [ 0.02424406 -0.36120736 -0.03662143 -0.09024029  0.62278522  0.01807488
   0.41789431  0.04966769 -0.34875878 -0.1967725 ]
 [-0.14133658 -0.48975974  0.00347547 -0.16688944  0.65554804 -0.10198839
   0.51919397 -0.08044845 -0.03994042  0.11495493]
 [-0.26644813 -0.30585553  0.06517242 -0.0210271   0.84111235  0.13368986
   0.32957504  0.04925314 -0.06844867 -0.1082343 ]
 [-0.16021387 -0.16807707  0.26951531 -0.18810198  0.49457886 -0.06247642
   0.55167101  0.01620113 -0.21314387  0.02624221]
 [-0.09921062 -0.13310762 -0.16691926 -0.06178119  0.36735908 -0.242791
   0.08740205  0.17142808  0.02040045 -0.0785628 ]
 [ 0.1281017   0.26798037  0.17155463 -0.06785632 -0.14817217  0.04205171
  -0.18318847  0.28498696  0.09124184  0.19550776]
 [ 0.33722125  0.27829078 -0.08938523  0.30167565 -0.87129005 -0.28287504
  -0.43694225  0.17727426  0.3669575  -0.058514  ]
 [ 0.05702665  0.16975064  0.25722709  0.26577672 -0.10186101 -0.20001843
  -0.20468319 -0.13203591 -0.12855619 -0.2715639 ]
 [ 0.03270636 -0.02653256 -0.11373801 -0.04092879  0.2135843   0.03759873
  -0.03196499 -0.18357864  0.04491401  0.22202779]
 [-0.00892634 -0.07753608 -0.07084656 -0.06453233  0.03066525 -0.17009598
   0.11493414  0.00968409  0.02739592 -0.00482405]
 [ 0.02378558  0.05132828  0.24298683  0.06758026 -0.20626788 -0.13133981
   0.13108852  0.03963647 -0.19114977  0.10477476]
 [ 0.04862035 -0.03015508  0.09759532 -0.02540082 -0.13524481  0.08179429
   0.13209485 -0.27181051 -0.04234971 -0.12090338]
 [-0.0302721   0.03536416  0.07604892 -0.05662661  0.05157633  0.19109565
   0.15241648  0.11753222 -0.04151484  0.15011281]
 [ 0.21138252  0.03521149  0.02444408  0.06799731  0.09881059 -0.01699823
  -0.12855824  0.1477466  -0.06472963 -0.03105052]
 [ 0.01847313 -0.08006602  0.0058099   0.0072066  -0.30288052 -0.11147545
  -0.14225519  0.0397957   0.09470356  0.16324262]
 [-0.0033278   0.46952358  0.09792061  0.34681913 -0.89888283 -0.28611632
  -0.55628844 -0.07579079  0.23254835  0.27347483]
 [ 0.1515192   0.47927023  0.04834499  0.37528097 -0.71238365 -0.06902017
  -0.39922449  0.14897586  0.16725015  0.45483326]
 [ 0.25063367  0.27345661  0.24047756  0.12668837 -0.34831174  0.08703852
  -0.1816704   0.16212055  0.22422174  0.06093963]
 [-0.07888824  0.20044523  0.23908685  0.00705173 -0.00879197  0.13416938
  -0.08018942 -0.01539639 -0.04057876  0.04294015]
 [-0.09818939 -0.00948801  0.02470648  0.0907807  -0.0453175   0.11705417
   0.26105989  0.0202986  -0.27673867 -0.09518996]
 [-0.21450736 -0.00517099 -0.09074887 -0.33776021  0.15976651  0.11789099
   0.08684817  0.10392573 -0.20274224  0.03883696]
 [ 0.02746661 -0.31939526 -0.11882255 -0.13770775  0.29713332  0.01819035
   0.12057066  0.15380793 -0.14629522 -0.19460625]
 [ 0.15179429 -0.13466315 -0.13689309  0.00173641  0.12783135 -0.06293504
  -0.03140095 -0.1482445   0.13609007 -0.0982239 ]
 [-0.12573431  0.14615166  0.25441995 -0.03395464  0.19101965  0.09276109
  -0.00478006 -0.2990408  -0.13158932 -0.06955973]
 [-0.3496882   0.10384713  0.01136819 -0.02805634  0.12413309 -0.16949589
  -0.05022734  0.23524935 -0.09286665  0.08145421]
 [ 0.14689629  0.11003912 -0.24041905 -0.09783032  0.12138029 -0.28973772
   0.01068001 -0.16798286 -0.00820844 -0.19265974]
 [ 0.20576092 -0.14936523  0.05844105 -0.03168272  0.07634969 -0.02812938
  -0.00437018 -0.13718485  0.10346215 -0.18680611]
 [-0.10568413 -0.02796037  0.11984519  0.10710707  0.02818366 -0.1108387
   0.23697717 -0.07712496  0.18315384 -0.00486002]
 [ 0.02273161 -0.11437617  0.216248   -0.21547816  0.04882936  0.10498126
  -0.00489951 -0.11281336  0.03886019  0.256178  ]]
[[ 0.49399271]
 [ 1.30024139]
 [ 0.23776887]
 [ 0.72578619]
 [-2.37068725]
 [-0.28859327]
 [-1.45753394]
 [ 0.01925861]
 [ 0.56411954]
 [ 0.77467145]]
Progress: 16.4% ... Training loss: 0.327 ... Validation loss: 0.529[[ 0.15827523  0.23743174 -0.11425433  0.10224768 -0.52096591 -0.06809111
  -0.07534349  0.12403039 -0.08396804  0.19449377]
 [ 0.01451079  0.16854434 -0.02024058  0.03859283  0.10086566 -0.00526837
   0.30039076  0.04120892  0.13776005 -0.0298237 ]
 [ 0.1939393   0.4123515   0.02967412  0.10218845  0.07531249 -0.05838001
  -0.50647084 -0.03368577  0.1010054   0.34260948]
 [-0.03175955 -0.31896954 -0.24504287  0.00804795  0.03531945  0.17030496
   0.15380244  0.0554235   0.00750149  0.07861928]
 [-0.00955774  0.16482155 -0.15028189  0.03089166  0.12231913 -0.17498984
   0.04198772 -0.12053719 -0.19680077  0.01496651]
 [-0.34605138 -0.30777426 -0.28534416  0.15322412  0.13918093  0.04628514
   0.00799775 -0.03513483 -0.00286117  0.03531868]
 [-0.00348678 -0.14944925  0.0098303   0.09576472 -0.04395758 -0.07197427
   0.16728413 -0.18932223  0.1838178   0.03738092]
 [ 0.11373209 -0.21212102  0.03231131 -0.06865131  0.14734728 -0.04402656
   0.05208787  0.1225706   0.06897145 -0.02087584]
 [-0.16160866 -0.04836355 -0.30213329 -0.00984862 -0.05023455  0.06622346
  -0.24353555 -0.02727973  0.26735328 -0.11010964]
 [ 0.07020867 -0.21412197  0.09281422  0.03816451  0.11513004 -0.1108305
   0.02027181 -0.098125    0.00872198  0.1474755 ]
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   0.08979949 -0.10242967 -0.02812967 -0.13247199]
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  -0.03570578 -0.01474816 -0.15154631 -0.18341082]
 [-0.15567944  0.0070092   0.06258779  0.02363497 -0.17693923 -0.2204293
  -0.18161004 -0.19691543  0.08865597  0.17625778]
 [-0.21383616 -0.14067183  0.12084127  0.27427728 -0.13584792 -0.08449742
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 [ 0.12044141 -0.03913132 -0.01632644  0.12227252 -0.02752262 -0.08571872
   0.09959547  0.0044187   0.03488258  0.02737304]
 [ 0.02939549 -0.05198616 -0.21500796  0.13622343 -0.02418436  0.09218632
  -0.07183679 -0.02035786 -0.10406438 -0.01473163]
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 [-0.07088258 -0.03291772  0.27592582  0.09741806  0.12303166 -0.06169602
  -0.1294238   0.12083137  0.0685429   0.03162968]
 [ 0.04574517 -0.02672904  0.08403541  0.0794753   0.11264222 -0.01538303
   0.26785578  0.12045915 -0.04354483 -0.07401102]
 [ 0.00363759 -0.1572069  -0.29186236 -0.05273442  0.23735373 -0.08917057
   0.1806177   0.1642985   0.10352969 -0.03429168]
 [ 0.04706069 -0.0022722  -0.12105005  0.03474778 -0.06277855  0.32769378
   0.26261471  0.20534306 -0.17177299 -0.06487912]
 [ 0.0140528   0.00453442  0.12620637  0.1190712  -0.05218346  0.10173277
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 [ 0.10233105  0.06597796 -0.05164992 -0.11216277 -0.07898606 -0.32672528
   0.11921901  0.00834717  0.13430539  0.08087183]
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  -0.05233632 -0.02258372  0.01656362  0.08179585]
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   0.48322854  0.11433452 -0.16383692 -0.34676553]
 [ 0.00441899 -0.29063742 -0.01956468 -0.04466729  0.57361994  0.09148847
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 [ 0.02439305 -0.36096559 -0.03655551 -0.09001994  0.62212773  0.01799196
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 [-0.16051717 -0.1688393   0.26937649 -0.18854013  0.49593995 -0.06229847
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 [ 0.12739033  0.26609582  0.17122806 -0.06889362 -0.14479669  0.04246946
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  -0.03217439 -0.18357692  0.04496263  0.22216004]
 [-0.00844802 -0.07631757 -0.07064718 -0.06385202  0.02849577 -0.17036789
   0.11351844  0.0097018   0.02789201 -0.00408537]
 [ 0.02359998  0.05087044  0.24290356  0.06731365 -0.20536    -0.1312408
   0.13162934  0.03962955 -0.19134588  0.10452194]
 [ 0.0491568  -0.02880753  0.09784448 -0.02458276 -0.13777443  0.08147356
   0.13056269 -0.27178967 -0.0417241  -0.120094  ]
 [-0.03004764  0.03598334  0.07615765 -0.05629257  0.0505162   0.19095945
   0.15175363  0.11754083 -0.0412541   0.15047924]
 [ 0.21153733  0.03558421  0.02451411  0.06825431  0.09783183 -0.01708581
  -0.12910315  0.14775386 -0.06452014 -0.03083486]
 [ 0.01846576 -0.08005936  0.0058084   0.00719228 -0.3028594  -0.11146866
  -0.14226184  0.03979537  0.09469915  0.16323253]
 [-0.001252    0.47416576  0.09888315  0.34968727 -0.90710484 -0.28718619
  -0.56141521 -0.07570987  0.23477593  0.27644919]
 [ 0.15190525  0.48011369  0.0485259   0.3757713  -0.71395283 -0.06923418
  -0.40005238  0.14899085  0.16773972  0.45517252]
 [ 0.25100517  0.27433302  0.24065639  0.127248   -0.35003843  0.08681692
  -0.18274414  0.16213593  0.2246565   0.06154825]
 [-0.07895909  0.20027244  0.2390636   0.00696948 -0.00852379  0.13420448
  -0.08002696 -0.01539836 -0.04063929  0.04284768]
 [-0.09798914 -0.0089323   0.02479248  0.09109126 -0.04623506  0.11693242
   0.26046642  0.02030759 -0.27650753 -0.09485921]
 [-0.21442773 -0.00497853 -0.0907181  -0.33764033  0.15938257  0.11784238
   0.08660893  0.1039287  -0.20264984  0.03897547]
 [ 0.02724815 -0.32009267 -0.11893071 -0.13805419  0.29823058  0.01832428
   0.12129158  0.1537992  -0.1465616  -0.19496576]
 [ 0.1521783  -0.1340724  -0.13671352  0.00227538  0.12623499 -0.0631344
  -0.03226544 -0.14823073  0.13650097 -0.09768631]
 [-0.12508236  0.14775919  0.25474381 -0.0329767   0.1882373   0.09238019
  -0.00652836 -0.29901479 -0.13084369 -0.06853762]
 [-0.34844227  0.10679375  0.01195202 -0.02626952  0.11895529 -0.17022433
  -0.05307762  0.23530085 -0.09147692  0.08319557]
 [ 0.14729511  0.11087005 -0.24024363 -0.09724989  0.11970447 -0.28997649
   0.00963812 -0.16796697 -0.00774291 -0.19206242]
 [ 0.20510388 -0.15101987  0.05812995 -0.03263059  0.07941825 -0.02775622
  -0.00247921 -0.13721084  0.10280469 -0.18782792]
 [-0.10435163 -0.02524385  0.12048155  0.10897944  0.02286688 -0.11151446
   0.23351188 -0.07707198  0.18463949 -0.00285552]
 [ 0.02246885 -0.11534636  0.21611523 -0.21581115  0.04945356  0.10512629
  -0.00413177 -0.11282357  0.03861502  0.25585171]]
[[ 0.50574457]
 [ 1.31468369]
 [ 0.25210476]
 [ 0.74240316]
 [-2.36065559]
 [-0.27814482]
 [-1.44527664]
 [ 0.03017652]
 [ 0.58000596]
 [ 0.7894684 ]]
Progress: 16.4% ... Training loss: 0.321 ... Validation loss: 0.519[[  1.56163221e-01   2.32280572e-01  -1.15319631e-01   9.91753159e-02
   -5.11289988e-01  -6.69422656e-02  -6.92021205e-02   1.23901397e-01
   -8.63484078e-02   1.91254318e-01]
 [  1.49292438e-02   1.69616198e-01  -2.00225589e-02   3.92272223e-02
    9.88642238e-02  -5.50597760e-03   2.99237238e-01   4.12337293e-02
    1.38233087e-01  -2.91636448e-02]
 [  1.91272565e-01   4.05958135e-01   2.82794625e-02   9.79490345e-02
    8.75831302e-02  -5.68287099e-02  -4.99533018e-01  -3.38567441e-02
    9.78059281e-02   3.38400768e-01]
 [ -2.92805808e-02  -3.13155521e-01  -2.43792081e-01   1.16714907e-02
    2.44574074e-02   1.69060693e-01   1.47140764e-01   5.55636113e-02
    1.03380989e-02   8.24872594e-02]
 [ -8.85142450e-03   1.66471716e-01  -1.49919380e-01   3.21084612e-02
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   -1.95950354e-01   1.62380940e-02]
 [ -3.46610295e-01  -3.09323965e-01  -2.85615988e-01   1.52559596e-01
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   -3.43267936e-03   3.45040227e-02]
 [ -3.90673481e-03  -1.50394232e-01   9.61972436e-03   9.51923973e-02
   -4.22258399e-02  -7.17650836e-02   1.68395972e-01  -1.89347044e-01
    1.83317592e-01   3.68400805e-02]
 [  1.12450232e-01  -2.15306783e-01   3.16611935e-02  -7.05776969e-02
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    6.75293357e-02  -2.28899798e-02]
 [ -1.61832596e-01  -4.90394736e-02  -3.02247808e-01  -1.02233892e-02
   -4.89535981e-02   6.63766972e-02  -2.42768707e-01  -2.72954571e-02
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 [  6.80090814e-02  -2.19511914e-01   9.17273719e-02   3.50018524e-02
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 [ -8.25678347e-02   8.66501898e-02  -3.77189503e-03  -1.64423243e-01
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   -2.81768172e-02  -1.32501699e-01]
 [ -9.28178798e-02   2.40349423e-03  -6.25022391e-02   1.15037510e-02
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   -1.51843182e-01  -1.83799722e-01]
 [ -1.55679437e-01   7.00919628e-03   6.25877936e-02   2.36349664e-02
   -1.76939229e-01  -2.20429302e-01  -1.81610044e-01  -1.96915431e-01
    8.86559710e-02   1.76257777e-01]
 [ -2.14334688e-01  -1.41933584e-01   1.20617445e-01   2.73655939e-01
   -1.33713065e-01  -8.42708678e-02  -1.23813372e-01  -2.54929963e-01
   -2.06392360e-01   9.04661360e-03]
 [  1.20152814e-01  -3.98202512e-02  -1.64667253e-02   1.21896288e-01
   -2.63081459e-02  -8.55754010e-02   1.00419202e-01   4.40209760e-03
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 [  2.93778551e-02  -5.22314173e-02  -2.15039171e-01   1.36180689e-01
   -2.39114164e-02   9.22037978e-02  -7.16588225e-02  -2.03594882e-02
   -1.04112518e-01  -1.47943092e-02]
 [ -1.27580547e-01  -6.28744975e-02  -2.06468025e-01   1.47650137e-01
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 [ -7.14859368e-02  -3.42616442e-02   2.75641447e-01   9.65855871e-02
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    6.78490888e-02   3.08006824e-02]
 [  4.55321803e-02  -2.72914431e-02   8.39428264e-02   7.92117816e-02
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   -4.37566017e-02  -7.42690944e-02]
 [  3.18441445e-03  -1.58483625e-01  -2.92118512e-01  -5.34938412e-02
    2.39409286e-01  -8.89078576e-02   1.81876635e-01   1.64268213e-01
    1.02976396e-01  -3.50977800e-02]
 [  4.70103313e-02  -2.17794964e-03  -1.21045408e-01   3.47474276e-02
   -6.27387053e-02   3.27707111e-01   2.62612336e-01   2.05341292e-01
   -1.71791494e-01  -6.48740944e-02]
 [  1.32241528e-02   2.33357757e-03   1.25760653e-01   1.17771397e-01
   -4.81020863e-02   1.02206338e-01  -1.87482393e-01  -4.03564773e-02
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 [  1.02425303e-01   6.61771342e-02  -5.16014006e-02  -1.12033949e-01
   -7.93193775e-02  -3.26758704e-01   1.19021412e-01   8.35164349e-03
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 [ -9.56232823e-02   2.46767803e-02  -1.42072344e-02   2.62131704e-02
   -1.60552697e-03  -2.04039423e-01  -9.97931621e-02  -1.95190545e-02
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 [ -1.31835309e-01  -2.43671019e-02  -1.91493208e-01   1.31415814e-02
   -3.02177025e-01  -1.03723806e-02  -5.23300414e-02  -2.25837015e-02
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 [ -1.32510998e-02  -1.36732711e-02  -6.66210712e-02  -1.05002720e-01
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   -1.64146696e-01  -3.47186347e-01]
 [  3.75420039e-03  -2.92416155e-01  -1.99120774e-02  -4.57020909e-02
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    4.96210069e-02  -3.48462021e-01]
 [  2.43288069e-02  -3.61224631e-01  -3.65959964e-02  -9.01201486e-02
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   -3.48673287e-01  -1.96669274e-01]
 [ -1.41581493e-01  -4.90450573e-01   3.35770384e-03  -1.67259439e-01
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   -4.01996730e-02   1.14600641e-01]
 [ -2.66465892e-01  -3.06232533e-01   6.51817859e-02  -2.09830320e-02
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   -6.84091325e-02  -1.08195510e-01]
 [ -1.60646173e-01  -1.69172977e-01   2.69318195e-01  -1.88727389e-01
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   -2.13637233e-01   2.56230556e-02]
 [ -9.92988571e-02  -1.33353557e-01  -1.66955405e-01  -6.18522923e-02
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 [  1.28622952e-01   2.69489468e-01   1.71867009e-01  -6.69666872e-02
   -1.50706866e-01   4.17641438e-02  -1.84766282e-01   2.85034399e-01
    9.19192434e-02   1.96449487e-01]
 [  3.36994702e-01   2.77521964e-01  -8.94946473e-02   3.01321119e-01
   -8.70497569e-01  -2.82744081e-01  -4.36207846e-01   1.77264236e-01
    3.66703621e-01  -5.88706364e-02]
 [  5.68823927e-02   1.69376888e-01   2.57168142e-01   2.65568358e-01
   -1.01208518e-01  -1.99908430e-01  -2.04295748e-01  -1.32045477e-01
   -1.28729902e-01  -2.71772604e-01]
 [  3.28885463e-02  -2.61991255e-02  -1.13670776e-01  -4.06610774e-02
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 [ -8.29425441e-03  -7.59257233e-02  -7.05697179e-02  -6.36419666e-02
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    2.80852011e-02  -3.84161128e-03]
 [  2.30864244e-02   4.94980810e-02   2.42644934e-01   6.65511684e-02
   -2.02877422e-01  -1.30968922e-01   1.33132953e-01   3.95976323e-02
   -1.91965508e-01   1.03777826e-01]
 [  4.91161949e-02  -2.88811074e-02   9.78186076e-02  -2.46411713e-02
   -1.37629895e-01   8.14927394e-02   1.30693839e-01  -2.71792746e-01
   -4.17706502e-02  -1.20188620e-01]
 [ -3.05838204e-02   3.47303803e-02   7.58922950e-02  -5.70736170e-02
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   -4.18499390e-02   1.49659902e-01]
 [  2.11151652e-01   3.46578550e-02   2.43105981e-02   6.76710940e-02
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   -6.49685564e-02  -3.14557739e-02]
 [  1.85254374e-02  -7.99777738e-02   5.83298351e-03   7.26388583e-03
   -3.03096965e-01  -1.11500527e-01  -1.42380625e-01   3.97979707e-02
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 [ -1.10799742e-03   4.74516856e-01   9.89712155e-02   3.49938602e-01
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 [  1.51753419e-01   4.79824367e-01   4.84647543e-02   3.75592016e-01
   -7.13357172e-01  -6.91652558e-02  -3.99655703e-01   1.48983310e-01
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 [  2.51196518e-01   2.74864883e-01   2.40744953e-01   1.27540219e-01
   -3.50994747e-01   8.67046091e-02  -1.83310824e-01   1.62148094e-01
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 [ -7.91023186e-02   1.99889447e-01   2.38996620e-01   6.76271663e-03
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   -4.07996375e-02   4.26464918e-02]
 [ -9.82111096e-02  -9.51699605e-03   2.46842208e-02   9.07777726e-02
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   -2.76760057e-01  -9.51845373e-02]
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   -2.02837797e-01   3.87270734e-02]
 [  2.66706304e-02  -3.21609690e-01  -1.19226993e-01  -1.38933221e-01
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   -1.47254192e-01  -1.95906795e-01]
 [  1.52729351e-01  -1.32529516e-01  -1.36411202e-01   3.21222050e-03
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    1.37217465e-01  -9.67498266e-02]
 [ -1.24829186e-01   1.48446086e-01   2.54883392e-01  -3.25754074e-02
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   -1.30553961e-01  -6.81255832e-02]
 [ -3.49844479e-01   1.03363768e-01   1.12486898e-02  -2.83831095e-02
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   -9.31159592e-02   8.10379583e-02]
 [  1.46435576e-01   1.08447376e-01  -2.40723653e-01  -9.86272245e-02
    1.24011031e-01  -2.89473514e-01   1.22360518e-02  -1.68021125e-01
   -8.81472431e-03  -1.93503099e-01]
 [  2.04351274e-01  -1.52771003e-01   5.77394631e-02  -3.37362354e-02
    8.27014239e-02  -2.73454304e-02  -5.06752698e-04  -1.37258043e-01
    1.01951130e-01  -1.89027942e-01]
 [ -1.04873596e-01  -2.65579200e-02   1.20242429e-01   1.08300221e-01
    2.50651586e-02  -1.11258731e-01   2.34980254e-01  -7.71014277e-02
    1.84073192e-01  -3.57767001e-03]
 [  2.27162743e-02  -1.15014654e-01   2.16239270e-01  -2.15411506e-01
    4.83250627e-02   1.04984493e-01  -4.67920392e-03  -1.12809453e-01
    3.89290340e-02   2.56280920e-01]]
[[ 0.49510015]
 [ 1.30402166]
 [ 0.24109864]
 [ 0.73125368]
 [-2.37242519]
 [-0.28516262]
 [-1.45332359]
 [ 0.01970432]
 [ 0.57035842]
 [ 0.77820654]]
Progress: 16.4% ... Training loss: 0.325 ... Validation loss: 0.529[[  1.57241530e-01   2.34601074e-01  -1.14816213e-01   1.00829592e-01
   -5.15924009e-01  -6.75696210e-02  -7.21163292e-02   1.23946519e-01
   -8.50071342e-02   1.92777548e-01]
 [  1.45780624e-02   1.68624640e-01  -2.02043617e-02   3.86848570e-02
    1.00466365e-01  -5.28968849e-03   3.00275981e-01   4.12191618e-02
    1.37797744e-01  -2.96855602e-02]
 [  1.93046808e-01   4.12244747e-01   2.90659507e-02   1.00262147e-01
    7.93424467e-02  -5.77512989e-02  -5.06290921e-01  -3.37898024e-02
    9.98999261e-02   3.40754064e-01]
 [ -2.73828584e-02  -3.08968109e-01  -2.42911803e-01   1.43954316e-02
    1.64340165e-02   1.67989429e-01   1.42283961e-01   5.56392457e-02
    1.23302161e-02   8.55874180e-02]
 [ -9.92503363e-03   1.63814646e-01  -1.50298484e-01   3.07291110e-02
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   -1.96842668e-01   1.46247695e-02]
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   -7.92638616e-03  -1.92338266e-01]
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    1.84126225e-01  -3.55040996e-03]
 [  2.27562051e-02  -1.15321641e-01   2.16271707e-01  -2.15179912e-01
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[[ 0.5084361 ]
 [ 1.31501319]
 [ 0.25302964]
 [ 0.74366464]
 [-2.36138123]
 [-0.27402371]
 [-1.44267929]
 [ 0.02950746]
 [ 0.58351443]
 [ 0.79200215]]
Progress: 16.5% ... Training loss: 0.321 ... Validation loss: 0.523[[  1.56410961e-01   2.32605895e-01  -1.15123392e-01   9.97243211e-02
   -5.11107816e-01  -6.71773502e-02  -6.94018153e-02   1.23907136e-01
   -8.59194582e-02   1.91582566e-01]
 [  1.47566353e-02   1.69069431e-01  -2.01126409e-02   3.89512664e-02
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    1.37999615e-01  -2.94122298e-02]
 [  1.94304131e-01   4.15546834e-01   2.97314596e-02   1.02193540e-01
    7.32185125e-02  -5.83880815e-02  -5.10164176e-01  -3.37064935e-02
    1.01441738e-01   3.42743399e-01]
 [ -2.60448145e-02  -3.04871800e-01  -2.42336328e-01   1.62281504e-02
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    1.36419233e-02   8.77695819e-02]
 [ -1.15521394e-02   1.59549498e-01  -1.51180983e-01   2.80169161e-02
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   -1.98837285e-01   1.18905228e-02]
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   -3.88984629e-03   3.38139851e-02]
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   -2.75330601e-02  -1.31431900e-01]
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   -1.52331112e-01  -1.84433641e-01]
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 [  4.62654414e-02  -2.53499756e-02   8.42420594e-02   8.04078416e-02
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   -4.28405032e-02  -7.33064394e-02]
 [  3.81124083e-03  -1.57001853e-01  -2.91751300e-01  -5.24023127e-02
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   -1.70531353e-01  -6.34237971e-02]
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 [ -3.50254816e-01   1.02239716e-01   1.10520649e-02  -2.90471509e-02
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 [ -1.03829359e-01  -2.44006968e-02   1.20778474e-01   1.09925405e-01
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    1.85328139e-01  -1.93340457e-03]
 [  2.23837600e-02  -1.16211050e-01   2.16061872e-01  -2.15752214e-01
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[[ 0.50862725]
 [ 1.31579568]
 [ 0.25061191]
 [ 0.74344911]
 [-2.36972651]
 [-0.27685157]
 [-1.44946607]
 [ 0.02974483]
 [ 0.58362782]
 [ 0.7923687 ]]
Progress: 16.6% ... Training loss: 0.321 ... Validation loss: 0.522[[  1.58356149e-01   2.37150509e-01  -1.14134030e-01   1.02597736e-01
   -5.19567846e-01  -6.81822523e-02  -7.46208650e-02   1.24020584e-01
   -8.35772089e-02   1.94443388e-01]
 [  1.50745328e-02   1.69856355e-01  -1.99547947e-02   3.94242303e-02
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    1.38370659e-01  -2.89242597e-02]
 [  1.92420714e-01   4.11437752e-01   2.87258862e-02   9.90241815e-02
    8.11488890e-02  -5.71671135e-02  -5.05593380e-01  -3.38395574e-02
    9.90988859e-02   3.39539590e-01]
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 [ -9.10495109e-03   1.64833706e-01  -1.50014974e-01   3.15321500e-02
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   -1.96032983e-01   1.56173189e-02]
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   -1.65132397e-01  -3.48535000e-01]
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 [  2.41661685e-02  -3.62300583e-01  -3.66795914e-02  -9.03336649e-02
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   -4.17191313e-02   1.49845595e-01]
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   -6.42945626e-02  -3.06291674e-02]
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 [ -3.50356223e-01   1.02077418e-01   1.09935371e-02  -2.92096987e-02
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 [  1.47923943e-01   1.11470018e-01  -2.39913768e-01  -9.61715235e-02
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   -6.93050421e-03  -1.91167239e-01]
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 [ -1.04234909e-01  -2.56484012e-02   1.20644221e-01   1.09473074e-01
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    1.84972229e-01  -2.37821964e-03]
 [  2.25391716e-02  -1.15549097e-01   2.16122636e-01  -2.15501173e-01
    4.84388048e-02   1.05020116e-01  -3.97836811e-03  -1.12818967e-01
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[[ 0.52118987]
 [ 1.3284793 ]
 [ 0.2624854 ]
 [ 0.75861881]
 [-2.35940097]
 [-0.26721008]
 [-1.4374715 ]
 [ 0.03864006]
 [ 0.5965068 ]
 [ 0.80520909]]
Progress: 16.6% ... Training loss: 0.325 ... Validation loss: 0.524[[  1.57440876e-01   2.34155383e-01  -1.14595812e-01   1.01230191e-01
   -5.16522195e-01  -6.76329595e-02  -7.18995639e-02   1.23955153e-01
   -8.42515482e-02   1.92861037e-01]
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 [  1.90851344e-01   4.07830343e-01   2.79285039e-02   9.64392152e-02
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 [ -2.99507215e-02  -3.14803417e-01  -2.44304902e-01   1.08166326e-02
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 [ -3.80226883e-03   1.77218344e-01  -1.47360826e-01   3.90929330e-02
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   -1.89969798e-01   2.34172465e-02]
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   -3.42376763e-03   3.40711531e-02]
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   -2.77848522e-02  -1.32187965e-01]
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   -1.51270102e-01  -1.83053761e-01]
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   -1.02326532e-01  -1.25422087e-02]
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 [  4.68925896e-02  -2.50328482e-02   8.45437717e-02   8.12968721e-02
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   -4.19316248e-02  -7.26833578e-02]
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   -1.65301489e-01  -3.48761747e-01]
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 [  2.43987953e-02  -3.62088271e-01  -3.65475786e-02  -8.99036039e-02
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   -3.48547163e-01  -1.96607127e-01]
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 [  3.36285328e-01   2.75524112e-01  -8.99091685e-02   3.00198249e-01
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 [  5.66381165e-02   1.68778092e-01   2.57087140e-01   2.65265418e-01
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 [  3.30771853e-02  -2.56890106e-02  -1.13582259e-01  -4.03413000e-02
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   -1.91951622e-01   1.03500143e-01]
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   -4.04887547e-02  -1.18423571e-01]
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   -4.19622417e-02   1.49547714e-01]
 [  2.12075263e-01   3.73149910e-02   2.48103941e-02   6.91898168e-02
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   -6.37697408e-02  -2.99376691e-02]
 [  1.92012507e-02  -7.81828866e-02   6.21552088e-03   8.28983468e-03
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   -2.76626038e-01  -9.51031864e-02]
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   -1.48545556e-01  -1.97710129e-01]
 [  1.50708164e-01  -1.37251993e-01  -1.37353661e-01   6.94727452e-04
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 [ -1.25338243e-01   1.46061477e-01   2.54646443e-01  -3.32213365e-02
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   -1.30957510e-01  -6.89224120e-02]
 [ -3.50179417e-01   1.02325889e-01   1.11287217e-02  -2.88646983e-02
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   -9.34458343e-02   8.07096323e-02]
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   -6.47239843e-03  -1.90735691e-01]
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 [ -1.04534990e-01  -2.63236448e-02   1.20483542e-01   1.08968266e-01
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    1.84621556e-01  -2.77975981e-03]
 [  2.26559204e-02  -1.15514498e-01   2.16181860e-01  -2.15308950e-01
    4.71608056e-02   1.04970648e-01  -4.24508930e-03  -1.12813643e-01
    3.89712912e-02   2.55761327e-01]]
[[ 0.5048076 ]
 [ 1.31907069]
 [ 0.24783781]
 [ 0.74304234]
 [-2.37611976]
 [-0.2823116 ]
 [-1.45268593]
 [ 0.02346987]
 [ 0.57602264]
 [ 0.78919767]]
Progress: 16.6% ... Training loss: 0.319 ... Validation loss: 0.518[[  1.56467515e-01   2.31445680e-01  -1.15114961e-01   9.97472069e-02
   -5.11886355e-01  -6.70341574e-02  -6.93066230e-02   1.23909847e-01
   -8.54194716e-02   1.91259919e-01]
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    1.37838848e-01  -2.96319548e-02]
 [  1.91518814e-01   4.09461043e-01   2.82533942e-02   9.70609900e-02
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    9.80468406e-02   3.38068616e-01]
 [ -2.76449323e-02  -3.08095436e-01  -2.43129637e-01   1.45672506e-02
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[[ 0.50459228]
 [ 1.31990218]
 [ 0.24652268]
 [ 0.74362926]
 [-2.37603164]
 [-0.28271893]
 [-1.45239366]
 [ 0.02322498]
 [ 0.57437691]
 [ 0.79011496]]
Progress: 16.7% ... Training loss: 0.319 ... Validation loss: 0.519[[ 0.15741494  0.23315432 -0.11461158  0.10103416 -0.51436509 -0.06755721
  -0.07157539  0.12395666 -0.08420252  0.19264796]
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 [ 0.19179914  0.41027553  0.02842318  0.0973363   0.08298323 -0.05655455
  -0.50486264 -0.03391665  0.09828247  0.33836671]
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 [ 0.00340685 -0.29346694 -0.02004805 -0.04608247  0.57812149  0.09199936
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  -0.03250394 -0.18357818  0.04509373  0.22218458]
 [-0.00727613 -0.07322869 -0.07004943 -0.06206745  0.0228838  -0.17105685
   0.11012798  0.00975643  0.02929509 -0.00233509]
 [ 0.02319254  0.04968412  0.2426565   0.06662163 -0.20317303 -0.13102394
   0.13273707  0.03959114 -0.19184756  0.10348836]
 [ 0.0507238  -0.02490336  0.09849743 -0.02235265 -0.14493175  0.08058719
   0.1261112  -0.27172994 -0.04000846 -0.11772619]
 [-0.03113307  0.03340311  0.07560399 -0.05785431  0.05526584  0.19152745
   0.15462906  0.11747576 -0.04244824  0.14891533]
 [ 0.21229466  0.0379267   0.02494501  0.06956192  0.09329441 -0.01758187
  -0.13139089  0.14782082 -0.06347477 -0.02962028]
 [ 0.01993092 -0.07646319  0.00656714  0.00935549 -0.30950472 -0.11230486
  -0.14616886  0.0398634   0.09628362  0.16554983]
 [ 0.00305165  0.48305473  0.10100535  0.35575834 -0.9245522  -0.28941397
  -0.57183344 -0.07549468  0.23971761  0.2827448 ]
 [ 0.15431283  0.48502917  0.04992682  0.37958809 -0.7266831  -0.07053467
  -0.40659402  0.14915946  0.17092394  0.45873308]
 [ 0.25086025  0.27423142  0.24058861  0.12710792 -0.34948396  0.08686731
  -0.18240456  0.16212521  0.22455525  0.06132394]
 [-0.07958215  0.19878633  0.23875751  0.00606499 -0.00553938  0.13454389
  -0.07845413 -0.01542849 -0.0413251   0.04190278]
 [-0.09808109 -0.00937473  0.02474785  0.09102665 -0.04606109  0.1169464
   0.2610304   0.02029588 -0.27655293 -0.09499216]
 [-0.21505381 -0.00670187 -0.09102927 -0.33853056  0.16220817  0.11816881
   0.08842154  0.10388705 -0.20335132  0.03801287]
 [ 0.02501561 -0.32571485 -0.12003191 -0.14143176  0.30898873  0.01956298
   0.1279114   0.15367152 -0.14914926 -0.19855802]
 [ 0.14906735 -0.14148128 -0.13816223 -0.00171468  0.13640372 -0.06162502
  -0.02326599 -0.14844393  0.1335636  -0.1024342 ]
 [-0.123399    0.15037228  0.25564801 -0.0303562   0.18069715  0.09133259
  -0.01062362 -0.29894312 -0.12862259 -0.0659477 ]
 [-0.34925824  0.10454788  0.01158843 -0.02759928  0.12473454 -0.16984903
  -0.05021119  0.23525262 -0.0923711   0.08214054]
 [ 0.14871     0.11223326 -0.23951331 -0.09506742  0.11400608 -0.29074401
   0.0065937  -0.16788948 -0.0059486  -0.19005845]
 [ 0.20575309 -0.15010838  0.05850812 -0.03162077  0.07662292 -0.02824728
  -0.00374241 -0.13718992  0.10372304 -0.1869062 ]
 [-0.10449159 -0.02673751  0.12051592  0.10901871  0.02350321 -0.11149997
   0.23443148 -0.07707881  0.18470659 -0.0027114 ]
 [ 0.02231769 -0.11631427  0.21596486 -0.21580446  0.04844581  0.105195
  -0.00335374 -0.11283158  0.03855237  0.25520299]]
[[ 0.51194165]
 [ 1.32771655]
 [ 0.25211854]
 [ 0.75337101]
 [-2.37486751]
 [-0.27647381]
 [-1.44828613]
 [ 0.02879831]
 [ 0.58198053]
 [ 0.79808995]]
Progress: 16.8% ... Training loss: 0.317 ... Validation loss: 0.516[[  1.57019386e-01   2.32053906e-01  -1.14783263e-01   1.00460930e-01
   -5.12355201e-01  -6.72974498e-02  -7.07221132e-02   1.23937683e-01
   -8.45750618e-02   1.91974586e-01]
 [  1.41615121e-02   1.67470415e-01  -2.04151190e-02   3.80561585e-02
    1.02713066e-01  -5.06805198e-03   3.01625703e-01   4.11887798e-02
    1.37310815e-01  -3.02065512e-02]
 [  1.90155189e-01   4.06594797e-01   2.76401235e-02   9.48240105e-02
    8.97854715e-02  -5.56142971e-02  -5.01240864e-01  -3.40076265e-02
    9.65384784e-02   3.35942993e-01]
 [ -2.71657441e-02  -3.05721756e-01  -2.42903891e-01   1.55524631e-02
    1.46772023e-02   1.67257798e-01   1.41006457e-01   5.55604110e-02
    1.27831344e-02   8.71529427e-02]
 [  1.30294366e-03   1.89111031e-01  -1.44762740e-01   4.68927183e-02
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   -1.83833623e-01   3.12187859e-02]
 [ -3.48833318e-01  -3.18444661e-01  -2.86515887e-01   1.50405528e-01
    1.50442629e-01   4.72827298e-02   1.90500562e-02  -3.52659180e-02
   -5.30093036e-03   3.15118382e-02]
 [ -2.48732282e-03  -1.49726781e-01   1.01977478e-02   9.68020008e-02
   -4.58156982e-02  -7.22624435e-02   1.65366356e-01  -1.89310916e-01
    1.85448924e-01   3.81320258e-02]
 [  1.12429118e-01  -2.15255231e-01   3.19044291e-02  -7.00833489e-02
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 [ -1.60930058e-01  -4.67827003e-02  -3.01772476e-01  -8.96340973e-03
   -5.19277986e-02   6.58801712e-02  -2.44887285e-01  -2.72734159e-02
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 [  6.80919312e-02  -2.21325575e-01   9.20515107e-02   3.57624777e-02
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 [ -8.21907684e-02   8.42121995e-02  -3.54038438e-03  -1.63665210e-01
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   -2.74819394e-02  -1.31873328e-01]
 [ -9.30913858e-02   7.41102418e-04  -6.26089341e-02   1.13824094e-02
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   -1.52019526e-01  -1.84065713e-01]
 [ -1.55788035e-01   6.77831875e-03   6.25355313e-02   2.34475122e-02
   -1.76355731e-01  -2.20363516e-01  -1.81266486e-01  -1.96922110e-01
    8.85125659e-02   1.76055402e-01]
 [ -2.14518453e-01  -1.44155358e-01   1.20705305e-01   2.74180472e-01
   -1.34670263e-01  -8.44702007e-02  -1.22321815e-01  -2.54912089e-01
   -2.06203041e-01   9.11543611e-03]
 [  1.18150905e-01  -4.57264446e-02  -1.73777097e-02   1.19266468e-01
   -1.72402560e-02  -8.46907525e-02   1.07243663e-01   4.29758904e-03
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 [  3.27504461e-02  -4.52172290e-02  -2.13467135e-01   1.40951449e-01
   -3.65515410e-02   9.03845492e-02  -7.98606908e-02  -2.01901997e-02
   -1.00177998e-01  -9.69676774e-03]
 [ -1.28012829e-01  -6.38831456e-02  -2.06672547e-01   1.47006303e-01
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 [ -7.24672773e-02  -3.72330097e-02   2.75133976e-01   9.50246421e-02
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    6.68136092e-02   2.92493535e-02]
 [  4.62488806e-02  -2.76946341e-02   8.42077939e-02   8.01439367e-02
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   -4.26141047e-02  -7.38634912e-02]
 [  1.91203040e-03  -1.62194927e-01  -2.92763123e-01  -5.54408008e-02
    2.44384923e-01  -8.81907771e-02   1.85941973e-01   1.64193594e-01
    1.01327940e-01  -3.66294138e-02]
 [  4.85183319e-02   2.34020439e-03  -1.20069544e-01   3.73254362e-02
   -7.15233943e-02   3.26627049e-01   2.57618797e-01   2.05421015e-01
   -1.69553630e-01  -6.24865749e-02]
 [  1.21873505e-02  -4.05655178e-05   1.25299906e-01   1.16280096e-01
   -4.38630532e-02   1.02770123e-01  -1.84129715e-01  -4.04255258e-02
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 [  1.03068441e-01   6.79690040e-02  -5.12673348e-02  -1.11056952e-01
   -8.22608306e-02  -3.27119365e-01   1.17233437e-01   8.37799877e-03
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 [ -9.48120623e-02   2.61599707e-02  -1.37684262e-02   2.74482978e-02
   -5.14070677e-03  -2.04514702e-01  -1.02246856e-01  -1.94750651e-02
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 [ -1.32900662e-01  -2.67228070e-02  -1.92041782e-01   1.16067237e-02
   -2.97169327e-01  -9.76890351e-03  -4.90481857e-02  -2.26438615e-02
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 [ -1.46005257e-02  -1.75410888e-02  -6.72984581e-02  -1.06976838e-01
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   -1.65712876e-01  -3.49353799e-01]
 [  3.42088709e-03  -2.93716424e-01  -2.00439798e-02  -4.60553952e-02
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    4.93156142e-02  -3.49079412e-01]
 [  2.37380297e-02  -3.64099508e-01  -3.68673551e-02  -9.08951275e-02
    6.25284442e-01   1.83146154e-02   4.20321078e-01   4.96521485e-02
   -3.49305513e-01  -1.97715242e-01]
 [ -1.42014071e-01  -4.92539900e-01   3.17635127e-03  -1.67758403e-01
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   -4.05676307e-02   1.14171551e-01]
 [ -2.67671171e-01  -3.09496635e-01   6.46750177e-02  -2.24294547e-02
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   -6.95657063e-02  -1.09709314e-01]
 [ -1.62239551e-01  -1.73438974e-01   2.68588956e-01  -1.90903995e-01
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   -2.15334662e-01   2.33734518e-02]
 [ -1.01252795e-01  -1.38180728e-01  -1.67947181e-01  -6.46981224e-02
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 [  1.28168288e-01   2.68932190e-01   1.71738523e-01  -6.73912357e-02
   -1.49064031e-01   4.19283363e-02  -1.84073071e-01   2.85022058e-01
    9.16005668e-02   1.96028906e-01]
 [  3.36122374e-01   2.75111920e-01  -9.00123669e-02   2.99927188e-01
   -8.65484765e-01  -2.82148116e-01  -4.33374377e-01   1.77179581e-01
    3.65851621e-01  -6.01819024e-02]
 [  5.72774675e-02   1.70297739e-01   2.57394801e-01   2.66175802e-01
   -1.03066798e-01  -2.00140833e-01  -2.05504207e-01  -1.32013444e-01
   -1.28256826e-01  -2.71157685e-01]
 [  3.23767051e-02  -2.77354054e-02  -1.13947556e-01  -4.14626938e-02
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    4.45172547e-02   2.21436086e-01]
 [ -6.44056303e-03  -7.10605487e-02  -6.96468674e-02  -6.08380469e-02
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    3.02505282e-02  -1.15036500e-03]
 [  2.26828292e-02   4.84387194e-02   2.42419439e-01   6.58456279e-02
   -2.00763686e-01  -1.30749700e-01   1.34149924e-01   3.95611013e-02
   -1.92449636e-01   1.02727023e-01]
 [  5.02619534e-02  -2.61482375e-02   9.82581565e-02  -2.31103383e-02
   -1.42561908e-01   8.08583498e-02   1.27437106e-01  -2.71757530e-01
   -4.05668774e-02  -1.18492604e-01]
 [ -3.10810944e-02   3.35201817e-02   7.56298257e-02  -5.77648979e-02
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   -4.23791016e-02   1.48983307e-01]
 [  2.12556343e-01   3.86775485e-02   2.50792724e-02   7.00011309e-02
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   -6.31597408e-02  -2.92085599e-02]
 [  2.05659813e-02  -7.48644071e-02   6.89959313e-03   1.03153040e-02
   -3.12221294e-01  -1.12654261e-01  -1.47840404e-01   3.99007486e-02
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 [  2.87013282e-03   4.82637049e-01   1.00918428e-01   3.55472350e-01
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 [  1.54498137e-01   4.85603147e-01   5.00327082e-02   3.79857139e-01
   -7.27352998e-01  -7.06322828e-02  -4.07141580e-01   1.49171036e-01
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 [  2.50709691e-01   2.73820169e-01   2.40509888e-01   1.26898873e-01
   -3.48722652e-01   8.69427029e-02  -1.81988925e-01   1.62117012e-01
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 [ -7.93407748e-02   1.99398374e-01   2.38868494e-01   6.41807993e-03
   -6.62204822e-03   1.34416219e-01  -7.91529940e-02  -1.54155250e-02
   -4.10496398e-02   4.22677700e-02]
 [ -9.82650624e-02  -9.85277024e-03   2.46575618e-02   9.07601621e-02
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   -2.76749977e-01  -9.52712352e-02]
 [ -2.15132482e-01  -6.93124103e-03  -9.10782968e-02  -3.38682748e-01
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   -2.03454782e-01   3.78562930e-02]
 [  2.46963241e-02  -3.26609282e-01  -1.20193805e-01  -1.41927068e-01
    3.10526875e-01   1.97437173e-02   1.28825483e-01   1.53653269e-01
   -1.49534125e-01  -1.99037380e-01]
 [  1.48296410e-01  -1.43260974e-01  -1.38491476e-01  -2.72914234e-03
    1.39414694e-01  -6.11872597e-02  -2.10824917e-02  -1.48484996e-01
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 [ -1.24246529e-01   1.48189793e-01   2.55200571e-01  -3.16804492e-02
    1.84742368e-01   9.18105272e-02  -8.21243916e-03  -2.98993257e-01
   -1.29649675e-01  -6.72523999e-02]
 [ -3.50137955e-01   1.02307086e-01   1.11556362e-02  -2.89512124e-02
    1.28755809e-01  -1.69380815e-01  -4.78604711e-02   2.35201935e-01
   -9.34040091e-02   8.07652614e-02]
 [  1.48904653e-01   1.12526768e-01  -2.39406485e-01  -9.47669783e-02
    1.13146721e-01  -2.90861599e-01   6.36234406e-03  -1.67877648e-01
   -5.68193274e-03  -1.89852701e-01]
 [  2.06280501e-01  -1.49073437e-01   5.87483151e-02  -3.09222874e-02
    7.51252570e-02  -2.84963764e-02  -5.11700094e-03  -1.37161850e-01
    1.04264916e-01  -1.86196172e-01]
 [ -1.04774633e-01  -2.74932072e-02   1.20386963e-01   1.08622620e-01
    2.48399540e-02  -1.11345669e-01   2.35262029e-01  -7.70942873e-02
    1.84405464e-01  -3.14373362e-03]
 [  2.24405794e-02  -1.15956812e-01   2.16021559e-01  -2.15583729e-01
    4.76357123e-02   1.05144509e-01  -3.55055160e-03  -1.12823754e-01
    3.88025419e-02   2.55339042e-01]]
[[ 0.50484101]
 [ 1.32251386]
 [ 0.2436613 ]
 [ 0.74389343]
 [-2.38459524]
 [-0.28551142]
 [-1.4566981 ]
 [ 0.02038235]
 [ 0.57413982]
 [ 0.78935303]]
Progress: 16.8% ... Training loss: 0.320 ... Validation loss: 0.518[[  1.59222717e-01   2.36865829e-01  -1.13660140e-01   1.03727796e-01
   -5.20322316e-01  -6.83865892e-02  -7.52669846e-02   1.24027681e-01
   -8.20630493e-02   1.95091084e-01]
 [  1.44863642e-02   1.68209845e-01  -2.02653873e-02   3.85322232e-02
    1.01394154e-01  -5.25189559e-03   3.00695030e-01   4.12019189e-02
    1.37669420e-01  -2.97001066e-02]
 [  1.91055306e-01   4.08038014e-01   2.80622568e-02   9.59699836e-02
    8.73008999e-02  -5.59287640e-02  -5.01739601e-01  -3.39728402e-02
    9.74466429e-02   3.36928674e-01]
 [ -2.96747480e-02  -3.11936045e-01  -2.44101299e-01   1.18333692e-02
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    9.83724042e-03   8.33836643e-02]
 [ -6.32198822e-04   1.84093597e-01  -1.45614862e-01   4.39915639e-02
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[[ 0.51839566]
 [ 1.33737213]
 [ 0.2569366 ]
 [ 0.75821946]
 [-2.37981204]
 [-0.27888213]
 [-1.4494436 ]
 [ 0.03078625]
 [ 0.58973255]
 [ 0.80319919]]
Progress: 16.9% ... Training loss: 0.317 ... Validation loss: 0.512[[  1.59215838e-01   2.36873764e-01  -1.13685004e-01   1.03548495e-01
   -5.18936410e-01  -6.83250056e-02  -7.47932167e-02   1.24033270e-01
   -8.21076884e-02   1.94858109e-01]
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 [  1.90663236e-01   4.07276810e-01   2.77993485e-02   9.48565068e-02
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    9.66930310e-02   3.35690021e-01]
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 [  5.15264116e-04   1.87717461e-01  -1.44931219e-01   4.58695714e-02
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   -1.52605350e-01  -1.84871577e-01]
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[[ 0.51722496]
 [ 1.33737771]
 [ 0.2550251 ]
 [ 0.7576666 ]
 [-2.38593969]
 [-0.28083558]
 [-1.45267562]
 [ 0.02959051]
 [ 0.58863803]
 [ 0.80305285]]
Progress: 16.9% ... Training loss: 0.316 ... Validation loss: 0.512[[  1.59526366e-01   2.37889022e-01  -1.13484731e-01   1.04175224e-01
   -5.21155473e-01  -6.85527494e-02  -7.54454493e-02   1.24062907e-01
   -8.15780334e-02   1.95476681e-01]
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 [  7.87708127e-04   1.87980276e-01  -1.44707097e-01   4.66067786e-02
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   -5.83678693e-03  -1.90070399e-01]
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 [ -1.04928757e-01  -2.81227860e-02   1.20318413e-01   1.08262302e-01
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    1.84248388e-01  -3.56641536e-03]
 [  2.24150579e-02  -1.16265589e-01   2.16017295e-01  -2.15531779e-01
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[[ 0.51828862]
 [ 1.33773418]
 [ 0.25225414]
 [ 0.75545541]
 [-2.38772911]
 [-0.28380392]
 [-1.45518026]
 [ 0.02803278]
 [ 0.58820704]
 [ 0.80112756]]
Progress: 16.9% ... Training loss: 0.316 ... Validation loss: 0.510[[  1.59059018e-01   2.36517601e-01  -1.13843335e-01   1.03418707e-01
   -5.17964944e-01  -6.82346916e-02  -7.34803538e-02   1.24036954e-01
   -8.21828077e-02   1.94529842e-01]
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 [  1.92160308e-01   4.12623898e-01   2.84880218e-02   9.67365497e-02
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 [ -2.35241008e-04   1.85264685e-01  -1.45195268e-01   4.51817949e-02
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   -1.85240732e-01   2.82336227e-02]
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   -6.13928737e-03   2.99639893e-02]
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   -1.54675627e-01  -1.87722110e-01]
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 [  4.56509641e-02  -2.92951139e-02   8.38865691e-02   7.92606080e-02
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   -4.32682897e-02  -7.48303533e-02]
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   -1.66446930e-01  -3.50364719e-01]
 [  3.27841393e-03  -2.94615720e-01  -2.01377639e-02  -4.63153651e-02
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 [  2.32669814e-02  -3.65596640e-01  -3.71196119e-02  -9.16416829e-02
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   -3.49869498e-01  -1.98481420e-01]
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 [  3.36680158e-01   2.76358451e-01  -8.97429068e-02   3.00727547e-01
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 [  5.67730619e-02   1.68995321e-01   2.57186924e-01   2.65478986e-01
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 [  3.18231918e-02  -2.94077292e-02  -1.14200557e-01  -4.22991284e-02
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   -1.92736023e-01   1.02285357e-01]
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   -4.00633125e-02  -1.17844462e-01]
 [ -3.11023099e-02   3.35329125e-02   7.56359505e-02  -5.77668016e-02
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   -4.23568349e-02   1.48889668e-01]
 [  2.12760145e-01   3.95720594e-02   2.51580005e-02   7.02622606e-02
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   -6.29880857e-02  -2.89982819e-02]
 [  2.14147941e-02  -7.25109030e-02   7.34633077e-03   1.17491452e-02
   -3.16636545e-01  -1.13146144e-01  -1.50111146e-01   3.99593037e-02
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 [  7.52555925e-03   4.92281639e-01   1.03205951e-01   3.62089618e-01
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   -3.94370172e-02   4.44038810e-02]
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   -1.50582075e-01  -2.00416494e-01]
 [  1.48537018e-01  -1.42340554e-01  -1.38357826e-01  -2.02012042e-03
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   -1.31121170e-01  -6.92929195e-02]
 [ -3.50467509e-01   1.01058219e-01   1.10233170e-02  -2.95113622e-02
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   -9.37127697e-02   7.97913072e-02]
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   -5.81029808e-03  -1.90055599e-01]
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 [ -1.05021030e-01  -2.84259451e-02   1.20277111e-01   1.08148853e-01
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    1.84144608e-01  -3.69506871e-03]
 [  2.18346546e-02  -1.18379722e-01   2.15574199e-01  -2.16550526e-01
    4.96482830e-02   1.05554024e-01  -9.70222910e-04  -1.12869021e-01
    3.81670226e-02   2.54575070e-01]]
[[ 0.51034589]
 [ 1.32940723]
 [ 0.24372584]
 [ 0.74633084]
 [-2.39690559]
 [-0.29270819]
 [-1.46479643]
 [ 0.0205789 ]
 [ 0.58103541]
 [ 0.79358692]]
Progress: 17.0% ... Training loss: 0.318 ... Validation loss: 0.510[[  1.59557836e-01   2.38091139e-01  -1.13617044e-01   1.03994972e-01
   -5.18801549e-01  -6.85726623e-02  -7.54117978e-02   1.24057103e-01
   -8.16140538e-02   1.95408237e-01]
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    1.37078199e-01  -3.04681924e-02]
 [  1.91196688e-01   4.12216850e-01   2.80113099e-02   9.50993213e-02
    8.82335908e-02  -5.54878354e-02  -5.03408818e-01  -3.39617486e-02
    9.70396017e-02   3.36756712e-01]
 [ -2.49247725e-02  -3.01757772e-01  -2.41787491e-01   1.91919045e-02
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 [  2.08033681e-02  -1.21320533e-01   2.15091933e-01  -2.18086883e-01
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[[ 0.51173078]
 [ 1.32699814]
 [ 0.2433933 ]
 [ 0.74998805]
 [-2.39728316]
 [-0.28986384]
 [-1.46311221]
 [ 0.02277274]
 [ 0.58331928]
 [ 0.79479778]]
Progress: 17.1% ... Training loss: 0.317 ... Validation loss: 0.513[[  1.59163861e-01   2.36190609e-01  -1.13694365e-01   1.03380103e-01
   -5.17943273e-01  -6.82855110e-02  -7.41072859e-02   1.24041187e-01
   -8.19408331e-02   1.94218071e-01]
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 [  1.97145930e-01   4.27411948e-01   3.09339814e-02   1.03758061e-01
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    1.03919158e-01   3.45514562e-01]
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    1.85435724e-01  -1.89606396e-03]
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[[ 0.52066754]
 [ 1.33796692]
 [ 0.24992976]
 [ 0.75617218]
 [-2.39201721]
 [-0.2870474 ]
 [-1.46242072]
 [ 0.02766245]
 [ 0.59052625]
 [ 0.80547676]]
Progress: 17.1% ... Training loss: 0.317 ... Validation loss: 0.505[[  1.60891827e-01   2.39025147e-01  -1.12930593e-01   1.05562493e-01
   -5.23888498e-01  -6.91721520e-02  -7.80311335e-02   1.24126865e-01
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   -6.91719032e-03  -1.91460863e-01]
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 [ -1.04372703e-01  -2.73675444e-02   1.20581919e-01   1.08900445e-01
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    1.84751514e-01  -2.86259007e-03]
 [  1.95040935e-02  -1.24429292e-01   2.14400136e-01  -2.20068297e-01
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[[ 0.51948023]
 [ 1.33996497]
 [ 0.2498077 ]
 [ 0.75714784]
 [-2.3995851 ]
 [-0.28896044]
 [-1.46526568]
 [ 0.0265106 ]
 [ 0.58853164]
 [ 0.80553567]]
Progress: 17.1% ... Training loss: 0.316 ... Validation loss: 0.504[[  1.60037751e-01   2.36490293e-01  -1.13317380e-01   1.04267686e-01
   -5.19000612e-01  -6.86533534e-02  -7.54587528e-02   1.24084330e-01
   -8.11888228e-02   1.95054313e-01]
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 [  1.94144015e-01   4.19365839e-01   2.93674665e-02   9.83664014e-02
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    1.00281904e-01   3.40250972e-01]
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 [ -2.11006667e-03   1.79833814e-01  -1.46237426e-01   4.17948894e-02
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   -1.87169148e-01   2.38453797e-02]
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   -6.78702045e-03   2.89494615e-02]
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   -2.87923957e-02  -1.33988982e-01]
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   -1.55822317e-01  -1.89385868e-01]
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 [ -2.16934701e-01  -1.50742381e-01   1.19547095e-01   2.70928432e-01
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   -2.06154913e-02  -8.54102112e-02   1.06250507e-01   4.35069066e-03
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   -3.75468429e-02   9.01114350e-02  -8.03471436e-02  -2.01606124e-02
   -9.96871582e-02  -9.17833557e-03]
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 [ -7.15352470e-02  -3.61081609e-02   2.75505055e-01   9.60897764e-02
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 [  4.57462391e-02  -3.05878619e-02   8.38838881e-02   7.91091162e-02
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   -4.32043621e-02  -7.50534350e-02]
 [  5.64060488e-03  -1.52674511e-01  -2.90873357e-01  -4.98376106e-02
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 [  4.84952871e-02   2.43647077e-03  -1.19975919e-01   3.74046939e-02
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   -1.66917818e-01  -3.51088567e-01]
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 [  2.20530823e-02  -3.69165731e-01  -3.77143292e-02  -9.34664029e-02
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   -3.51260922e-01  -2.00321369e-01]
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 [  3.37679999e-01   2.78674245e-01  -8.92733450e-02   3.01854120e-01
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 [  5.68086020e-02   1.69083062e-01   2.57197530e-01   2.65484052e-01
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   -1.28780237e-01  -2.71981687e-01]
 [  3.17809322e-02  -2.97226843e-02  -1.14223167e-01  -4.23905914e-02
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   -1.91589221e-01   1.03805990e-01]
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   -1.45039532e-01   8.04884499e-02   1.25993185e-01  -2.71720991e-01
   -3.99790913e-02  -1.17701010e-01]
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   -4.19653078e-02   1.49301519e-01]
 [  2.11372252e-01   3.63946014e-02   2.44108511e-02   6.80242002e-02
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   -6.47360976e-02  -3.13496139e-02]
 [  2.35163103e-02  -6.69503841e-02   8.42109941e-03   1.50124185e-02
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 [  7.50989176e-03   4.91104517e-01   1.03143704e-01   3.61805321e-01
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 [  2.51125946e-01   2.75008776e-01   2.40771585e-01   1.27701548e-01
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   -3.94899497e-02   4.41991197e-02]
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   -2.77201478e-01  -9.58998819e-02]
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   -2.04845615e-01   3.59810383e-02]
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   -1.50641790e-01  -2.00533856e-01]
 [  1.47779413e-01  -1.45789223e-01  -1.38683079e-01  -3.01007573e-03
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 [ -1.24494416e-01   1.45574310e-01   2.55187959e-01  -3.19246430e-02
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   -1.29681828e-01  -6.80147720e-02]
 [ -3.49528889e-01   1.02576771e-01   1.14018692e-02  -2.83611394e-02
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   -9.26845754e-02   8.09491140e-02]
 [  1.49649127e-01   1.13465829e-01  -2.39026318e-01  -9.36077147e-02
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   -4.96986873e-03  -1.88877519e-01]
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 [ -1.04499479e-01  -2.78215131e-02   1.20554338e-01   1.08707281e-01
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    1.84410651e-01  -3.12267858e-03]
 [  1.87583287e-02  -1.26393808e-01   2.14000932e-01  -2.21222002e-01
    6.23662991e-02   1.07402894e-01   7.55993849e-03  -1.13027957e-01
    3.46912506e-02   2.49832115e-01]]
[[ 0.51712378]
 [ 1.33748424]
 [ 0.24642895]
 [ 0.75447632]
 [-2.40610256]
 [-0.29282051]
 [-1.46808049]
 [ 0.02296184]
 [ 0.58730847]
 [ 0.79901689]]
Progress: 17.2% ... Training loss: 0.315 ... Validation loss: 0.505[[  1.62153324e-01   2.41535965e-01  -1.12196807e-01   1.07714867e-01
   -5.28789925e-01  -6.98841635e-02  -8.09867044e-02   1.24193044e-01
   -7.86078701e-02   1.98176943e-01]
 [  1.31609125e-02   1.64827365e-01  -2.08882457e-02   3.66750971e-02
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    1.36183086e-01  -3.17329095e-02]
 [  1.94638808e-01   4.21425185e-01   2.98339447e-02   9.91474358e-02
    7.58720112e-02  -5.70237415e-02  -5.14314004e-01  -3.38399837e-02
    1.00841684e-01   3.40708327e-01]
 [ -3.01444317e-02  -3.14670201e-01  -2.44221484e-01   1.20761575e-02
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[[ 0.5375013 ]
 [ 1.35492173]
 [ 0.26074986]
 [ 0.77312714]
 [-2.3929233 ]
 [-0.28008356]
 [-1.45281905]
 [ 0.04166507]
 [ 0.60939717]
 [ 0.81842253]]
Progress: 17.2% ... Training loss: 0.323 ... Validation loss: 0.508[[ 0.15872962  0.23236289 -0.11382052  0.10249997 -0.51400292 -0.06796208
  -0.07158648  0.12392732 -0.08239117  0.19294926]
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 [ 0.18933879  0.40838541  0.02706738  0.0904163   0.10173318 -0.05392188
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 [ 0.00897011 -0.14504416 -0.28915289 -0.04467902  0.21154099 -0.09203231
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 [ 0.04667557 -0.00170265 -0.12080633  0.03472057 -0.06318339  0.32748846
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 [ 0.00278752 -0.29651897 -0.02036842 -0.04696379  0.58069413  0.09232815
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 [ 0.02199254 -0.36962882 -0.03775094 -0.09354231  0.63344314  0.01929583
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  -0.02713423 -0.18369439  0.04282058  0.21934383]
 [-0.00506009 -0.06786852 -0.06896993 -0.05858916  0.01167604 -0.17227826
   0.10381895  0.00987961  0.03193278  0.00112972]
 [ 0.02233682  0.04764817  0.24223498  0.06536444 -0.19927356 -0.13063956
   0.13501455  0.03950532 -0.192905    0.10211152]
 [ 0.05083472 -0.02450431  0.0984948  -0.02218313 -0.14547909  0.08043079
   0.12569708 -0.27172486 -0.03989789 -0.11754663]
 [-0.0304317   0.03526604  0.07591255 -0.05682996  0.0518473   0.19114788
   0.15252509  0.11751548 -0.04166985  0.14971554]
 [ 0.2109813   0.03536946  0.02424602  0.06742023  0.10031085 -0.0168118
  -0.12820234  0.1477523  -0.06517339 -0.03189536]
 [ 0.02281155 -0.06875527  0.00803868  0.01388448 -0.32299244 -0.11397381
  -0.15394564  0.04000638  0.09966813  0.16964201]
 [ 0.00833005  0.49243806  0.10358585  0.36299441 -0.94414041 -0.29194078
  -0.58048325 -0.07522497  0.2454699   0.28940669]
 [ 0.15678939  0.48832905  0.05128158  0.3831437  -0.73756617 -0.07175911
  -0.41220498  0.14931245  0.17413499  0.46163818]
 [ 0.25177317  0.27679675  0.2411626   0.12889394 -0.35468268  0.08625193
  -0.18514096  0.16220491  0.2258585   0.06310559]
 [-0.0782281   0.20275772  0.23948292  0.00825596 -0.01205602  0.1337153
  -0.08264805 -0.01535421 -0.03962358  0.04400839]
 [-0.09859936 -0.01048126  0.02450898  0.09033732 -0.04382853  0.11720367
   0.26218926  0.02025956 -0.27708254 -0.0957654 ]
 [-0.21665635 -0.01102005 -0.09174642 -0.34077826  0.16913124  0.11896563
   0.09283077  0.10380021 -0.20507324  0.03566432]
 [ 0.02342741 -0.33016487 -0.12083819 -0.14379456  0.31637327  0.02041543
   0.13261618  0.15357619 -0.150994   -0.20102142]
 [ 0.14762289 -0.14643924 -0.13870526 -0.00304189  0.13917836 -0.06085969
  -0.01865785 -0.14854386  0.1324041  -0.10479763]
 [-0.12412427  0.14563968  0.25537056 -0.03133513  0.18418397  0.09165027
  -0.00685889 -0.29896832 -0.1292574  -0.06769796]
 [-0.34994904  0.10099964  0.01129643 -0.02875542  0.13021091 -0.16956025
  -0.04617292  0.23519805 -0.09297677  0.08032243]
 [ 0.14943257  0.11260443 -0.23905955 -0.09366951  0.11145816 -0.29148868
   0.00604174 -0.16788826 -0.00507707 -0.18888665]
 [ 0.20851754 -0.14402539  0.05991677 -0.02769263  0.06898315 -0.02968994
  -0.01022813 -0.1370659   0.10683671 -0.18272224]
 [-0.10463911 -0.02834352  0.12047009  0.10842422  0.02763837 -0.11128189
   0.2355116  -0.07713866  0.18411412 -0.00329168]
 [ 0.01810235 -0.12833538  0.21369486 -0.22218112  0.06448378  0.10773242
   0.0093913  -0.11309808  0.03408394  0.24900162]]
[[ 0.51219159]
 [ 1.33421658]
 [ 0.24071542]
 [ 0.7509682 ]
 [-2.41662041]
 [-0.29920614]
 [-1.47264605]
 [ 0.02105017]
 [ 0.58541499]
 [ 0.79282602]]
Progress: 17.3% ... Training loss: 0.318 ... Validation loss: 0.508[[  1.58177671e-01   2.30115683e-01  -1.14099071e-01   1.01483068e-01
   -5.10724794e-01  -6.75808400e-02  -6.93246132e-02   1.23900257e-01
   -8.29396735e-02   1.91808397e-01]
 [  1.28389124e-02   1.63847473e-01  -2.10657740e-02   3.61230562e-02
    1.08992718e-01  -4.32780082e-03   3.05397804e-01   4.11219055e-02
    1.35799398e-01  -3.22918518e-02]
 [  1.89073028e-01   4.08085821e-01   2.68570877e-02   8.96659581e-02
    1.04301763e-01  -5.36423851e-02  -4.99415577e-01  -3.43115929e-02
    9.39598859e-02   3.31592053e-01]
 [ -3.30891890e-02  -3.21278352e-01  -2.45450840e-01   8.65815161e-03
    3.78152146e-02   1.69893035e-01   1.53269303e-01   5.51700869e-02
    7.17351606e-03   8.20320547e-02]
 [ -2.07642567e-03   1.81865492e-01  -1.45877456e-01   4.19480689e-02
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   -1.86879283e-01   2.40038908e-02]
 [ -3.49677064e-01  -3.25007889e-01  -2.86889451e-01   1.50217058e-01
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   -5.74254582e-03   3.00813927e-02]
 [ -2.24670501e-03  -1.52271942e-01   1.02584149e-02   9.65171522e-02
   -4.22084204e-02  -7.22899735e-02   1.66257913e-01  -1.89385509e-01
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 [  1.12338920e-01  -2.17709720e-01   3.20000055e-02  -7.04197705e-02
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 [ -1.62362150e-01  -5.34789122e-02  -3.02270029e-01  -1.08535195e-02
   -4.49989925e-02   6.67135563e-02  -2.38838694e-01  -2.73951101e-02
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 [  7.17133034e-02  -2.21238358e-01   9.36738404e-02   4.04531439e-02
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 [ -8.24131710e-02   8.07068417e-02  -3.43668061e-03  -1.63541642e-01
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   -2.73810509e-02  -1.32255123e-01]
 [ -9.86157739e-02  -1.40998462e-02  -6.50498414e-02   3.86832589e-03
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   -1.57950215e-01  -1.92497425e-01]
 [ -1.55788035e-01   6.77831875e-03   6.25355313e-02   2.34475122e-02
   -1.76355731e-01  -2.20363516e-01  -1.81266486e-01  -1.96922110e-01
    8.85125659e-02   1.76055402e-01]
 [ -2.17071690e-01  -1.51572887e-01   1.19523130e-01   2.70984653e-01
   -1.24308577e-01  -8.32522442e-02  -1.14373317e-01  -2.55016019e-01
   -2.09029962e-01   5.17753972e-03]
 [  1.19550329e-01  -4.47789735e-02  -1.66300240e-02   1.21806618e-01
   -2.31476070e-02  -8.57755950e-02   1.05537558e-01   4.37936882e-03
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 [  3.34586061e-02  -4.39636873e-02  -2.13116274e-01   1.42111794e-01
   -3.83318141e-02   8.98906157e-02  -8.09371140e-02  -2.01431665e-02
   -9.92526662e-02  -8.61230731e-03]
 [ -1.25725561e-01  -5.92953863e-02  -2.05603031e-01   1.50063920e-01
   -5.55083006e-03   1.36428606e-01   1.34974502e-02  -2.50409076e-01
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 [ -7.24414948e-02  -3.81820874e-02   2.75112322e-01   9.48011515e-02
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 [  4.36724188e-02  -3.60108032e-02   8.28787206e-02   7.58886179e-02
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   -4.56854861e-02  -7.81787896e-02]
 [  8.60382487e-03  -1.46213261e-01  -2.89366401e-01  -4.53391217e-02
    2.13647244e-01  -9.17885213e-02   1.68640446e-01   1.64533733e-01
    1.09008741e-01  -2.68311911e-02]
 [  4.78662680e-02   9.53603549e-04  -1.20167034e-01   3.66685460e-02
   -6.89485160e-02   3.26748248e-01   2.58941659e-01   2.05350034e-01
   -1.69893435e-01  -6.34363208e-02]
 [  5.75543201e-03  -1.76318988e-02   1.22017420e-01   1.06347389e-01
   -1.40977386e-02   1.06517646e-01  -1.65154004e-01  -4.08190599e-02
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 [  1.03775796e-01   6.90594748e-02  -5.07673180e-02  -1.09831522e-01
   -8.55397871e-02  -3.27414888e-01   1.16185263e-01   8.38900667e-03
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 [ -9.43317236e-02   2.60614797e-02  -1.35542718e-02   2.82114375e-02
   -7.11070863e-03  -2.04793290e-01  -1.03436834e-01  -1.94544475e-02
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 [ -1.35112523e-01  -3.30836048e-02  -1.93122735e-01   8.32273690e-03
   -2.88075944e-01  -8.54139299e-03  -4.23139395e-02  -2.27474603e-02
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 [ -1.56289252e-02  -2.09488043e-02  -6.78531396e-02  -1.08412984e-01
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   -1.66880268e-01  -3.51084466e-01]
 [  2.63804554e-03  -2.96961410e-01  -2.04454395e-02  -4.72207027e-02
    5.81503363e-01   9.24308144e-02   4.37566109e-01   9.28131002e-02
    4.84116686e-02  -3.50542534e-01]
 [  2.19723084e-02  -3.69902517e-01  -3.77665214e-02  -9.35777791e-02
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   -3.51358790e-01  -2.00466381e-01]
 [ -1.43271227e-01  -4.96599843e-01   2.54064005e-03  -1.69518129e-01
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   -4.19269869e-02   1.12552759e-01]
 [ -2.69241554e-01  -3.13683983e-01   6.39990124e-02  -2.44670594e-02
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   -7.11916851e-02  -1.11817329e-01]
 [ -1.65697152e-01  -1.82297104e-01   2.66972691e-01  -1.95799999e-01
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   -2.19138678e-01   1.84178529e-02]
 [ -1.02284738e-01  -1.41273610e-01  -1.68399222e-01  -6.60420501e-02
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 [  1.27122724e-01   2.66043746e-01   1.71105353e-01  -6.92514762e-02
   -1.43063208e-01   4.26348609e-02  -1.80844386e-01   2.84933714e-01
    9.03538076e-02   1.94686332e-01]
 [  3.37509358e-01   2.77727843e-01  -8.94479691e-02   3.01369385e-01
   -8.68859837e-01  -2.82675942e-01  -4.37696695e-01   1.77181896e-01
    3.67222253e-01  -5.79946797e-02]
 [  5.68468651e-02   1.69010041e-01   2.57240251e-01   2.65498459e-01
   -1.01169885e-01  -1.99925336e-01  -2.04303090e-01  -1.32047701e-01
   -1.28765334e-01  -2.71955157e-01]
 [  3.14052431e-02  -3.04933549e-02  -1.14360444e-01  -4.28457737e-02
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 [ -5.31766513e-03  -6.85103019e-02  -6.90892112e-02  -5.89854683e-02
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    3.16257921e-02   7.13087004e-04]
 [  2.22572731e-02   4.74299687e-02   2.42188875e-01   6.52362688e-02
   -1.98888546e-01  -1.30590951e-01   1.35268488e-01   3.95020827e-02
   -1.93002634e-01   1.01952494e-01]
 [  5.12498573e-02  -2.35521428e-02   9.86773783e-02  -2.15974760e-02
   -1.47235982e-01   8.01968951e-02   1.24726394e-01  -2.71710601e-01
   -3.94483835e-02  -1.16979789e-01]
 [ -3.00931146e-02   3.61214619e-02   7.60610936e-02  -5.63365284e-02
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   -4.12914014e-02   1.50215809e-01]
 [  2.11140960e-01   3.58499977e-02   2.43270458e-02   6.76907845e-02
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   -6.49754932e-02  -3.16533498e-02]
 [  2.27888593e-02  -6.88137447e-02   8.02400298e-03   1.38269739e-02
   -3.22802628e-01  -1.13955010e-01  -1.53885964e-01   4.00046618e-02
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 [  8.41225332e-03   4.92423312e-01   1.03637818e-01   3.63077673e-01
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   -7.37769894e-01  -7.18114088e-02  -4.12261177e-01   1.49315325e-01
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 [  2.51772605e-01   2.76826544e-01   2.41199519e-01   1.28899549e-01
   -3.54643316e-01   8.62467612e-02  -1.85145010e-01   1.62204632e-01
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 [ -7.86296987e-02   2.01651715e-01   2.39293470e-01   7.68890468e-03
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   -4.00827292e-02   4.33750509e-02]
 [ -9.84796528e-02  -1.01592307e-02   2.45695814e-02   9.05330401e-02
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   -2.76931017e-01  -9.55636080e-02]
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   -2.05299100e-01   3.53694151e-02]
 [  2.33901050e-02  -3.30412342e-01  -1.20871484e-01  -1.43892556e-01
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   -1.51066096e-01  -2.01130570e-01]
 [  1.47046590e-01  -1.48288370e-01  -1.38997108e-01  -3.92062819e-03
    1.41666168e-01  -6.05014105e-02  -1.67892088e-02  -1.48570843e-01
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 [ -1.24437128e-01   1.44578744e-01   2.55226103e-01  -3.17855284e-02
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   -1.29585937e-01  -6.81503332e-02]
 [ -3.50283643e-01   1.00198753e-01   1.11504062e-02  -2.92154905e-02
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   -9.33363971e-02   7.98516639e-02]
 [  1.49647230e-01   1.12316760e-01  -2.38880456e-01  -9.32273737e-02
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   -4.68271132e-03  -1.88534950e-01]
 [  2.08354807e-01  -1.44832847e-01   5.98098791e-02  -2.81277001e-02
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 [ -1.04568269e-01  -2.84193599e-02   1.20517507e-01   1.08525424e-01
    2.71118191e-02  -1.11349424e-01   2.35526974e-01  -7.71365488e-02
    1.84263844e-01  -3.18886697e-03]
 [  1.88780217e-02  -1.26573552e-01   2.14073878e-01  -2.20959731e-01
    6.11356239e-02   1.07257872e-01   7.42045923e-03  -1.13066280e-01
    3.50963940e-02   2.50126561e-01]]
[[ 0.51066226]
 [ 1.33375871]
 [ 0.23869652]
 [ 0.74913685]
 [-2.41679765]
 [-0.29870724]
 [-1.47211649]
 [ 0.01815037]
 [ 0.58267958]
 [ 0.79084517]]
Progress: 17.4% ... Training loss: 0.320 ... Validation loss: 0.510[[  1.61246290e-01   2.36601939e-01  -1.12544630e-01   1.06022849e-01
   -5.24146713e-01  -6.92493770e-02  -7.69275642e-02   1.24017780e-01
   -7.90555928e-02   1.96383777e-01]
 [  1.28636640e-02   1.63872496e-01  -2.10540788e-02   3.61577353e-02
    1.08913747e-01  -4.34124935e-03   3.05338547e-01   4.11226854e-02
    1.35844043e-01  -3.22484700e-02]
 [  1.92849744e-01   4.17342366e-01   2.86813524e-02   9.52193487e-02
    8.61212654e-02  -5.55495290e-02  -5.08822652e-01  -3.41734375e-02
    9.84397737e-02   3.36526446e-01]
 [ -3.44621669e-02  -3.24194777e-01  -2.46194322e-01   6.59641415e-03
    4.38732538e-02   1.70557065e-01   1.56145410e-01   5.51168054e-02
    5.48802988e-03   8.03543844e-02]
 [  1.13074086e-03   1.90302444e-01  -1.44263924e-01   4.68145653e-02
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   -1.82892067e-01   2.89218751e-02]
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[[ 0.53965476]
 [ 1.36352413]
 [ 0.26528168]
 [ 0.77959307]
 [-2.39779022]
 [-0.27912658]
 [-1.45431044]
 [ 0.04147586]
 [ 0.61094492]
 [ 0.82339495]]
Progress: 17.4% ... Training loss: 0.325 ... Validation loss: 0.506[[  1.61893730e-01   2.38481143e-01  -1.12182119e-01   1.07109800e-01
   -5.26126473e-01  -6.97113073e-02  -7.87942844e-02   1.24078340e-01
   -7.81758769e-02   1.97458714e-01]
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 [  1.93202116e-01   4.18498881e-01   2.87503196e-02   9.52687238e-02
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 [ -3.20408538e-02  -3.18769612e-01  -2.44935418e-01   1.02475447e-02
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 [ -2.77205965e-03   1.81091549e-01  -1.46279371e-01   4.10850714e-02
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 [ -1.04309224e-01  -2.80274759e-02   1.20665860e-01   1.09060558e-01
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 [  2.12024636e-02  -1.20426866e-01   2.15145698e-01  -2.17366466e-01
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[[ 0.54319925]
 [ 1.36513374]
 [ 0.26743337]
 [ 0.78279612]
 [-2.39870239]
 [-0.27441242]
 [-1.45403011]
 [ 0.04598108]
 [ 0.61644136]
 [ 0.82682696]]
Progress: 17.4% ... Training loss: 0.327 ... Validation loss: 0.510[[ 0.16168611  0.23781248 -0.11229557  0.10662935 -0.52300984 -0.06965684
  -0.07791671  0.12406219 -0.07839771  0.19693688]
 [ 0.01267939  0.16342729 -0.02114884  0.03588194  0.10976121 -0.0042455
   0.30580219  0.04110634  0.13562846 -0.03254073]
 [ 0.19131663  0.41418193  0.02767997  0.092074    0.09379661 -0.05454176
  -0.50502521 -0.03436808  0.09595628  0.33344861]
 [-0.02968109 -0.31371959 -0.24373857  0.01352575  0.02420248  0.168594
   0.14354965  0.05548211  0.0105721   0.08842638]
 [-0.00556476  0.17423037 -0.14763363  0.03726826  0.09518077 -0.17794708
   0.03175696 -0.12026448 -0.19014017  0.01822848]
 [-0.35037128 -0.32796791 -0.28715772  0.14967132  0.15791122  0.04709998
   0.02818592 -0.03534775 -0.00596428  0.02933901]
 [-0.00176464 -0.15079936  0.01053542  0.09721227 -0.04399517 -0.07264237
   0.16449595 -0.18943021  0.18639692  0.03872924]
 [ 0.11394927 -0.21530342  0.03271871 -0.06811338  0.14110316 -0.04428811
   0.05427818  0.12240409  0.0703176  -0.02138011]
 [-0.16122032 -0.05110637 -0.3016643  -0.00914857 -0.04825186  0.06605588
  -0.24062302 -0.02733504  0.26784254 -0.11045934]
 [ 0.07367591 -0.2182144   0.09464166  0.04336893  0.10427945 -0.11347687
   0.02206901 -0.09833495  0.01486385  0.14994076]
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 [-0.09719761 -0.01128616 -0.06435429  0.00617279  0.3107547   0.09604347
  -0.02105466 -0.01498353 -0.15618065 -0.19019534]
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  -0.18126649 -0.19692211  0.08851257  0.1760554 ]
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 [ 0.11957772 -0.04565661 -0.01659793  0.12209924 -0.02328604 -0.08609916
   0.10598332  0.00435002  0.03484212  0.02619889]
 [ 0.03221871 -0.04726869 -0.21371791  0.14036811 -0.03251341  0.09050187
  -0.07748789 -0.02020991 -0.10061247 -0.0105075 ]
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   0.01007148 -0.25034107  0.06447516 -0.20417447]
 [-0.07244055 -0.03778629  0.27515385  0.09485302  0.13213187 -0.06070199
  -0.1240495   0.12066035  0.06688573  0.02936883]
 [ 0.04306077 -0.03789632  0.08254162  0.07485638  0.12458703 -0.01354977
   0.27566599  0.12022624 -0.04640795 -0.07929952]
 [ 0.00954062 -0.14498007 -0.2889308  -0.04390533  0.20890837 -0.09234115
   0.16670832  0.16453238  0.11021077 -0.02575482]
 [ 0.04852523  0.00268654 -0.11985833  0.03761026 -0.07165391  0.32632254
   0.25707515  0.20536786 -0.16911334 -0.0625822 ]
 [ 0.0074041  -0.01404989  0.12277153  0.10856376 -0.01988487  0.10569861
  -0.16831647 -0.040701    0.2110364   0.08330541]
 [ 0.1034385   0.06822374 -0.05085743 -0.11022555 -0.08337473 -0.32723799
   0.11748155  0.00837709  0.1355231   0.08203899]
 [-0.09378392  0.02722472 -0.01327996  0.0290499  -0.00962493 -0.2051187
  -0.10486496 -0.01943039  0.01903246  0.13570981]
 [-0.13604382 -0.03547894 -0.19358496  0.00697494 -0.28373167 -0.00807906
  -0.0397431  -0.02281574  0.01178399  0.07522239]
 [-0.0164934  -0.0235042  -0.06830164 -0.10973219  0.47540345  0.27014899
   0.4944538   0.11412363 -0.16788624 -0.35250991]
 [ 0.00235996 -0.2977864  -0.02059012 -0.04765833  0.58316823  0.09260765
   0.43853551  0.09280217  0.04807383 -0.35106509]
 [ 0.02117412 -0.37197497 -0.03815043 -0.09472327  0.63715953  0.01973327
   0.4282918   0.04949236 -0.35225995 -0.20167847]
 [-0.14433145 -0.49940756  0.00203208 -0.17109767  0.66867465 -0.100507
   0.52893511 -0.08063145 -0.04312282  0.11097058]
 [-0.26943846 -0.31424114  0.06391306 -0.02473483  0.85245294  0.13504871
   0.33821727  0.04910773 -0.07140181 -0.11209812]
 [-0.16568079 -0.18274113  0.26704698 -0.1955747   0.51737141 -0.05972978
   0.56747075  0.01590666 -0.21897542  0.018634  ]
 [-0.1022971  -0.14164008 -0.16837508 -0.06594478  0.38106368 -0.24131907
   0.09645408  0.17125395  0.0173051  -0.08281602]
 [ 0.12658567  0.26506046  0.17091061 -0.06992504 -0.14104218  0.04287125
  -0.17960209  0.28488197  0.08986488  0.19401419]
 [ 0.3396253   0.28271026 -0.08841822  0.30429364 -0.87522102 -0.28381418
  -0.44362836  0.1773397   0.3696839  -0.05468763]
 [ 0.05580247  0.1665005   0.25671278  0.26396979 -0.09637481 -0.19950357
  -0.201604   -0.1321324  -0.12989827 -0.27359008]
 [ 0.03097859 -0.03158502 -0.11457953 -0.04349735  0.22126611  0.03846164
  -0.02741988 -0.18370619  0.04291477  0.21938904]
 [-0.00394277 -0.06512235 -0.06845695 -0.05701528  0.00676553 -0.17285586
   0.10088398  0.00993529  0.03310898  0.00270543]
 [ 0.02140822  0.0452775   0.24174079  0.0639244  -0.19476819 -0.13017246
   0.13753827  0.03941976 -0.19402011  0.10056466]
 [ 0.05167086 -0.02229042  0.09889295 -0.02092995 -0.14923443  0.07992951
   0.12339678 -0.27170145 -0.03893226 -0.11621648]
 [-0.02988875  0.03673645  0.07614863 -0.0559924   0.04951925  0.19081552
   0.1510532   0.117533   -0.04103903  0.1503702 ]
 [ 0.21237159  0.03916313  0.02491065  0.06957578  0.09362851 -0.01769122
  -0.13214554  0.14783053 -0.06349225 -0.0296939 ]
 [ 0.02276212 -0.06884934  0.00800586  0.01373212 -0.32269348 -0.11395553
  -0.15398686  0.03997354  0.09958483  0.16952759]
 [ 0.01070875  0.49691887  0.10479048  0.36635144 -0.95439233 -0.29312772
  -0.5850679  -0.07513235  0.24827208  0.29266895]
 [ 0.16004414  0.49517387  0.05294294  0.38808736 -0.75149239 -0.07359856
  -0.42002594  0.14954661  0.17812845  0.4663514 ]
 [ 0.25089619  0.27484133  0.24078998  0.12784236 -0.35160427  0.08659109
  -0.18289689  0.16212116  0.22505167  0.0618596 ]
 [-0.07847643  0.20203863  0.23937276  0.00792338 -0.01084874  0.13386076
  -0.08185075 -0.01535814 -0.03991555  0.04356491]
 [-0.09931464 -0.01226901  0.02416549  0.08938845 -0.04072895  0.1175414
   0.26408     0.02020035 -0.27786303 -0.09684426]
 [-0.2173212  -0.01262987 -0.09207903 -0.34177432  0.17215979  0.11931385
   0.09461692  0.1037519  -0.20580049  0.03466179]
 [ 0.02311866 -0.33112531 -0.12099561 -0.14425046  0.31767699  0.02056942
   0.13361119  0.15354842 -0.15134683 -0.20154259]
 [ 0.14860283 -0.14506548 -0.13830431 -0.00180918  0.13545675 -0.06120922
  -0.02057421 -0.14846932  0.133516   -0.10350344]
 [-0.12332457  0.14575756  0.25583983 -0.03008499  0.18099955  0.09121922
  -0.00770578 -0.29888644 -0.12803942 -0.06679681]
 [-0.35031701  0.09995604  0.01113775 -0.02927598  0.13339855 -0.16949932
  -0.04508646  0.23515331 -0.09330787  0.07991219]
 [ 0.14763078  0.10715472 -0.23986742 -0.09629463  0.12019093 -0.29062552
   0.01143161 -0.16803185 -0.00712826 -0.19171397]
 [ 0.20920708 -0.14321779  0.0602554  -0.02683637  0.06743765 -0.03011921
  -0.01113569 -0.13709512  0.10763404 -0.1818525 ]
 [-0.10484994 -0.02925984  0.12043682  0.10838105  0.02788086 -0.11135037
   0.23652694 -0.07718327  0.1841646  -0.00359287]
 [ 0.02022848 -0.12305367  0.21473532 -0.21863023  0.05393772  0.1062026
   0.00371404 -0.11304804  0.03696899  0.25213957]]
[[ 0.52905654]
 [ 1.35186122]
 [ 0.25251782]
 [ 0.76973614]
 [-2.41790971]
 [-0.28571005]
 [-1.47004594]
 [ 0.03294292]
 [ 0.60428561]
 [ 0.81281903]]
Progress: 17.5% ... Training loss: 0.313 ... Validation loss: 0.503[[  1.60734479e-01   2.34776443e-01  -1.12672669e-01   1.05179755e-01
   -5.17543325e-01  -6.91174636e-02  -7.53245150e-02   1.24018249e-01
   -7.93214806e-02   1.95299635e-01]
 [  1.26701382e-02   1.63433867e-01  -2.11548687e-02   3.58656533e-02
    1.09852392e-01  -4.23922828e-03   3.05819082e-01   4.11050997e-02
    1.35613862e-01  -3.25647496e-02]
 [  1.91446022e-01   4.14727153e-01   2.77143672e-02   9.20597783e-02
    9.28608357e-02  -5.45214323e-02  -5.05929411e-01  -3.43596772e-02
    9.61344383e-02   3.33434547e-01]
 [ -2.98028596e-02  -3.14241811e-01  -2.43839738e-01   1.32709251e-02
    2.56921029e-02   1.68701810e-01   1.44108603e-01   5.54632733e-02
    1.02720666e-02   8.83611339e-02]
 [ -3.30985477e-03   1.80387795e-01  -1.46473122e-01   4.07262301e-02
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   -1.87333821e-01   2.14999586e-02]
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    1.83784444e-01  -4.18760887e-03]
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[[ 0.53201955]
 [ 1.35796166]
 [ 0.25393677]
 [ 0.77447702]
 [-2.42030741]
 [-0.2845455 ]
 [-1.47123922]
 [ 0.03421666]
 [ 0.60677326]
 [ 0.81645369]]
Progress: 17.6% ... Training loss: 0.313 ... Validation loss: 0.501[[  1.57851038e-01   2.27274581e-01  -1.14011802e-01   1.00906910e-01
   -5.05916348e-01  -6.75897029e-02  -6.72034690e-02   1.23839302e-01
   -8.25270391e-02   1.91062983e-01]
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 [  1.91514103e-01   4.14080333e-01   2.76192849e-02   9.14453457e-02
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   -5.96198964e-03   2.92101007e-02]
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   -1.57528930e-01  -1.92197951e-01]
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   -1.00260980e-01  -1.00771732e-02]
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 [ -1.04967473e-01  -2.98236528e-02   1.20383558e-01   1.08047639e-01
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    1.84004372e-01  -3.77412162e-03]
 [  1.73439915e-02  -1.30637271e-01   2.13353430e-01  -2.22804756e-01
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[[ 0.51793938]
 [ 1.34889026]
 [ 0.24058155]
 [ 0.7611854 ]
 [-2.43149678]
 [-0.29612437]
 [-1.48283828]
 [ 0.0209501 ]
 [ 0.59265004]
 [ 0.80181515]]
Progress: 17.6% ... Training loss: 0.316 ... Validation loss: 0.504[[ 0.16201029  0.23780271 -0.11181601  0.10745209 -0.52472586 -0.07018768
  -0.07825032  0.12402949 -0.07744853  0.19762323]
 [ 0.0130449   0.16444145 -0.02097056  0.03646194  0.10802674 -0.00445195
   0.3048406   0.04112467  0.13606713 -0.03195133]
 [ 0.19449335  0.42242655  0.0291722   0.09578545  0.08164046 -0.05608534
  -0.51425936 -0.03425236  0.09922578  0.33759638]
 [-0.02978415 -0.31259927 -0.24377479  0.01374188  0.02455006  0.16865238
   0.1426532   0.05547246  0.0104829   0.08921576]
 [-0.00533022  0.1743125  -0.14750111  0.0374776   0.09366659 -0.17808079
   0.03167614 -0.12016097 -0.18969675  0.01782091]
 [-0.35021388 -0.32869006 -0.28696955  0.15038064  0.15602673  0.04675524
   0.02865551 -0.03532948 -0.00543566  0.02987473]
 [-0.00250533 -0.15330592  0.0102388   0.09592963 -0.03960978 -0.07224082
   0.16624855 -0.18950303  0.18567982  0.03744019]
 [ 0.11614037 -0.21024887  0.03384    -0.06479921  0.13094874 -0.04563981
   0.04851942  0.12248853  0.07309736 -0.01801684]
 [-0.15991413 -0.04873497 -0.30097101 -0.00717088 -0.05463467  0.06528627
  -0.24301707 -0.02727848  0.26943158 -0.10861062]
 [ 0.07473523 -0.2183228   0.09527358  0.04477345  0.0999544  -0.11425733
   0.02094119 -0.09835663  0.01644202  0.15115244]
 [-0.08041405  0.08471491 -0.00230744 -0.1600455   0.04929753  0.02540107
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 [-0.21670058 -0.15145008  0.11983054  0.27200552 -0.12673142 -0.08368044
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 [ 0.11973499 -0.04603679 -0.01648171  0.12243901 -0.02381474 -0.08627704
   0.10616354  0.00436344  0.03513785  0.02640106]
 [ 0.03286659 -0.04564576 -0.21340833  0.1413726  -0.03562214  0.09007341
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   0.01420969 -0.25041779  0.06288499 -0.2064373 ]
 [-0.07347769 -0.04030541  0.27468119  0.09316353  0.13784122 -0.06007602
  -0.12111097  0.12060818  0.06567763  0.0276602 ]
 [ 0.04511863 -0.03287113  0.08351302  0.07786389  0.1153511  -0.01470644
   0.26938497  0.12030452 -0.04397433 -0.0761569 ]
 [ 0.01004409 -0.14340925 -0.28868489 -0.04317791  0.20581581 -0.09266731
   0.16520279  0.16455186  0.11073496 -0.02498998]
 [ 0.04947461  0.00433519 -0.11934662  0.0390708  -0.07539418  0.32572468
   0.25463664  0.20542465 -0.16781747 -0.0610671 ]
 [ 0.00883807 -0.01112038  0.12353919  0.11068691 -0.02577148  0.1048629
  -0.17077369 -0.04065541  0.21275865  0.0853958 ]
 [ 0.10299069  0.06710124 -0.05106757 -0.11083994 -0.08168301 -0.32701636
   0.11856751  0.00833647  0.13509824  0.08133344]
 [-0.09315299  0.02866924 -0.01298495  0.02999749 -0.01292792 -0.20548058
  -0.10662383 -0.01939874  0.01976253  0.13670772]
 [-0.13636073 -0.03634372 -0.19371501  0.00653465 -0.28242653 -0.00791315
  -0.03876704 -0.02283157  0.01147125  0.07476086]
 [-0.01743698 -0.02623816 -0.06876778 -0.11113018  0.47975348  0.27065695
   0.49744201  0.11407702 -0.16893001 -0.3540226 ]
 [ 0.001636   -0.29977225 -0.02093695 -0.04875344  0.58656119  0.09301671
   0.44069835  0.09275834  0.04723118 -0.35222913]
 [ 0.02011713 -0.37494617 -0.03864463 -0.09627691  0.6419145   0.0203205
   0.43131427  0.04943751 -0.35347503 -0.20329775]
 [-0.1447144  -0.50038662  0.0018625  -0.1716493   0.67025201 -0.10030723
   0.52992262 -0.08065372 -0.04355495  0.11041857]
 [-0.27027098 -0.31655042  0.06353007 -0.02589518  0.85574109  0.13548393
   0.34066705  0.04906194 -0.07229092 -0.11335611]
 [-0.1663796  -0.18450516  0.26675174 -0.19646434  0.52021474 -0.05940379
   0.56938609  0.01586866 -0.21968813  0.0176638 ]
 [-0.10262088 -0.14240294 -0.16848964 -0.06630422  0.38214856 -0.24117528
   0.0973958   0.17123874  0.01702428 -0.08324483]
 [ 0.12635749  0.26445362  0.17079352 -0.07029939 -0.13983006  0.04298421
  -0.17886434  0.28485246  0.08960777  0.19376264]
 [ 0.34032598  0.2847483  -0.08802892  0.30529611 -0.87748063 -0.28422552
  -0.44595507  0.1773495   0.37062067 -0.05325311]
 [ 0.05614861  0.16728268  0.25687005  0.26443372 -0.09799689 -0.19971086
  -0.20252149 -0.13212497 -0.1295063  -0.27310641]
 [ 0.03094079 -0.03186188 -0.11461796 -0.04363994  0.22170013  0.03853472
  -0.02709935 -0.18371352  0.04281412  0.21930629]
 [-0.00391956 -0.06513406 -0.0684433  -0.0569677   0.00657768 -0.17288851
   0.10093128  0.00994105  0.03310159  0.00273895]
 [ 0.02141087  0.04538742  0.24173712  0.06394254 -0.19481326 -0.13018335
   0.13754555  0.03942726 -0.19399639  0.10047425]
 [ 0.05314928 -0.01858516  0.09960497 -0.01869356 -0.15633975  0.07908634
   0.11910414 -0.27162188 -0.03723566 -0.11386571]
 [-0.02860866  0.04004561  0.07677693 -0.05404801  0.04335545  0.19006547
   0.14746927  0.11759325 -0.03956915  0.15229116]
 [ 0.2124016   0.03944406  0.02492216  0.0696164   0.09336941 -0.01773151
  -0.1326185   0.14783052 -0.06345036 -0.02957828]
 [ 0.0228271  -0.06867801  0.00803551  0.01381253 -0.32295575 -0.11398813
  -0.15417359  0.03998071  0.09966986  0.16964616]
 [ 0.01198208  0.49967817  0.10540156  0.36811198 -0.9594929  -0.29379751
  -0.58781749 -0.07505725  0.24965609  0.29444221]
 [ 0.16276532  0.50015534  0.05439966  0.39223855 -0.76391873 -0.07521557
  -0.42631326  0.14970037  0.18162832  0.4701012 ]
 [ 0.25116945  0.27563949  0.24093594  0.1283269  -0.35317468  0.08638821
  -0.18370051  0.16212755  0.22546342  0.06228835]
 [-0.07757943  0.20453456  0.23982666  0.00937026 -0.01519349  0.13331685
  -0.08450977 -0.01530601 -0.03878582  0.04499142]
 [-0.09891469 -0.01127531  0.02435867  0.08999048 -0.04263464  0.11732753
   0.26291626  0.02022305 -0.27739158 -0.09621473]
 [-0.21780119 -0.0139039  -0.09231903 -0.34247568  0.17432109  0.11955311
   0.09597623  0.10371602 -0.20634953  0.03396778]
 [ 0.02225033 -0.33367776 -0.1214233  -0.14558492  0.32179439  0.02104632
   0.13618426  0.15348658 -0.15237867 -0.20292567]
 [ 0.15070395 -0.13943106 -0.13722875  0.00157051  0.12493246 -0.0625115
  -0.02652201 -0.14836424  0.13611459 -0.1001205 ]
 [-0.12240396  0.14759423  0.25634519 -0.02856131  0.17634603  0.09060757
  -0.01019785 -0.2988295  -0.12680593 -0.06540456]
 [-0.34958338  0.10099055  0.01148454 -0.02831798  0.1312341  -0.16990266
  -0.04660981  0.23516993 -0.09237041  0.08080373]
 [ 0.14972214  0.11182031 -0.23861636 -0.09274834  0.11121187 -0.29202643
   0.00636451 -0.16790511 -0.00435921 -0.18827405]
 [ 0.20886576 -0.14456199  0.06008397 -0.02745542  0.06949751 -0.02992521
  -0.00923565 -0.13713298  0.10712739 -0.18259672]
 [-0.1042822  -0.02818737  0.12069019  0.10899481  0.02642561 -0.11163177
   0.23496853 -0.07716002  0.18477264 -0.00278078]
 [ 0.01706933 -0.13175589  0.21318073 -0.22331404  0.06561809  0.10794368
   0.01247209 -0.11325239  0.03350932  0.24742372]]
[[ 0.54851346]
 [ 1.37739098]
 [ 0.26611541]
 [ 0.79060799]
 [-2.41471915]
 [-0.27467719]
 [-1.46433216]
 [ 0.04757999]
 [ 0.62393544]
 [ 0.8318991 ]]
Progress: 17.6% ... Training loss: 0.324 ... Validation loss: 0.508[[  1.58177127e-01   2.28387333e-01  -1.13693635e-01   1.01563329e-01
   -5.06276153e-01  -6.82276965e-02  -6.86164259e-02   1.23693833e-01
   -8.17443327e-02   1.91854877e-01]
 [  1.30448967e-02   1.64441447e-01  -2.09705602e-02   3.64619421e-02
    1.08026739e-01  -4.45194781e-03   3.04840602e-01   4.11246686e-02
    1.36067130e-01  -3.19513265e-02]
 [  1.91553830e-01   4.14761611e-01   2.76368171e-02   9.09303207e-02
    9.55920228e-02  -5.44308874e-02  -5.06985102e-01  -3.45285050e-02
    9.56704022e-02   3.33156086e-01]
 [ -2.83354892e-02  -3.08594055e-01  -2.42997767e-01   1.60571593e-02
    1.77587572e-02   1.67973601e-01   1.38812808e-01   5.56108949e-02
    1.21735515e-02   9.18641756e-02]
 [ -1.34631014e-03   1.83537390e-01  -1.45411694e-01   4.37732337e-02
    7.50249609e-02  -1.80257499e-01   2.16680851e-02  -1.19785474e-01
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 [  1.62076511e-02  -1.33970074e-01   2.12746700e-01  -2.24634837e-01
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[[ 0.52547458]
 [ 1.35701124]
 [ 0.24281104]
 [ 0.76931267]
 [-2.44012865]
 [-0.29491066]
 [-1.48666918]
 [ 0.0246785 ]
 [ 0.59988573]
 [ 0.80842839]]
Progress: 17.7% ... Training loss: 0.313 ... Validation loss: 0.501[[  1.58495066e-01   2.28859914e-01  -1.13633497e-01   1.01782161e-01
   -5.06784354e-01  -6.83995274e-02  -6.91332399e-02   1.23702097e-01
   -8.15397867e-02   1.92002271e-01]
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[[ 0.53236715]
 [ 1.36180396]
 [ 0.25127387]
 [ 0.77847801]
 [-2.43152062]
 [-0.28409916]
 [-1.47574316]
 [ 0.03216573]
 [ 0.60853476]
 [ 0.81740995]]
Progress: 17.8% ... Training loss: 0.311 ... Validation loss: 0.502[[  1.60496368e-01   2.33081078e-01  -1.12787229e-01   1.04452036e-01
   -5.13715136e-01  -6.94381811e-02  -7.31419074e-02   1.23828689e-01
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 [  2.51244551e-01   2.75863531e-01   2.40992563e-01   1.28496661e-01
   -3.53611979e-01   8.63193614e-02  -1.83870351e-01   1.62141344e-01
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   -3.88610924e-02   4.48886499e-02]
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 [  1.50752536e-01  -1.39686618e-01  -1.37321578e-01   1.67882763e-03
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 [ -1.22339183e-01   1.46848610e-01   2.56407788e-01  -2.83701598e-02
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   -1.26599516e-01  -6.54422281e-02]
 [ -3.52091878e-01   9.46346716e-02   1.02649110e-02  -3.21006895e-02
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   -9.53603645e-02   7.68759565e-02]
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   -5.50819202e-03  -1.90071980e-01]
 [  2.08330102e-01  -1.46465570e-01   5.97634174e-02  -2.85224232e-02
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    1.06326510e-01  -1.83812407e-01]
 [ -1.04246882e-01  -2.87198303e-02   1.20743187e-01   1.08991937e-01
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    1.84855597e-01  -2.69571384e-03]
 [  1.79241967e-02  -1.30151203e-01   2.13558147e-01  -2.21946448e-01
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    3.46168780e-02   2.49081403e-01]]
[[ 0.53415806]
 [ 1.36679809]
 [ 0.25283385]
 [ 0.78279082]
 [-2.43497955]
 [-0.28188183]
 [-1.47629623]
 [ 0.03373941]
 [ 0.61177958]
 [ 0.82155592]]
Progress: 17.8% ... Training loss: 0.311 ... Validation loss: 0.503[[  1.61247155e-01   2.34829475e-01  -1.12295206e-01   1.05819426e-01
   -5.17062499e-01  -6.99074913e-02  -7.54666262e-02   1.23891029e-01
   -7.82642320e-02   1.95707080e-01]
 [  1.40015243e-02   1.66411679e-01  -2.04747304e-02   3.79370138e-02
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 [  1.91490372e-01   4.16026087e-01   2.76421930e-02   8.97547846e-02
    9.88414851e-02  -5.41765606e-02  -5.07148785e-01  -3.45093277e-02
    9.53968491e-02   3.32058075e-01]
 [ -2.55897370e-02  -3.02266055e-01  -2.41822798e-01   2.07159447e-02
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 [ -1.18163200e-03   1.83089882e-01  -1.45314176e-01   4.39775648e-02
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   -1.84449401e-01   2.39584731e-02]
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   -4.05368020e-03   3.13701441e-02]
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   -2.42769202e-02  -1.28335057e-01]
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   -1.56406133e-01  -1.90674243e-01]
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   -1.76268782e-01  -2.20353409e-01  -1.81228537e-01  -1.96923308e-01
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 [ -2.16062277e-01  -1.50158779e-01   1.20187137e-01   2.73224507e-01
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   -2.07380175e-01   7.33363276e-03]
 [  1.19667949e-01  -4.71120122e-02  -1.65524520e-02   1.22433641e-01
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   -3.63886244e-02   8.98879212e-02  -7.99110564e-02  -2.01514311e-02
   -9.94527519e-02  -9.07951280e-03]
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 [  4.25538343e-02  -3.96416230e-02   8.22187160e-02   7.40358928e-02
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   -4.69471407e-02  -8.03321703e-02]
 [  9.50409449e-03  -1.44420074e-01  -2.88977486e-01  -4.41363468e-02
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 [  5.02551847e-02   5.42852295e-03  -1.18931948e-01   4.02675348e-02
   -7.82420236e-02   3.25186146e-01   2.53085487e-01   2.05459461e-01
   -1.66725933e-01  -6.00389582e-02]
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 [ -1.81415183e-02  -2.78310285e-02  -6.90898588e-02  -1.12092896e-01
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   -1.69686484e-01  -3.55080971e-01]
 [  2.86097069e-04  -3.03705396e-01  -2.16117160e-02  -5.07783869e-02
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 [  1.99519543e-02  -3.76021168e-01  -3.87318635e-02  -9.65100941e-02
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   -3.53692896e-01  -2.03613100e-01]
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   -4.42336988e-02   1.09565945e-01]
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   -7.24784328e-02  -1.13712913e-01]
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   -2.21003130e-01   1.59433805e-02]
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 [  1.26762655e-01   2.65229086e-01   1.70976087e-01  -6.96643681e-02
   -1.41690086e-01   4.27839346e-02  -1.80030238e-01   2.84873412e-01
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 [  3.41242756e-01   2.87517146e-01  -8.76285357e-02   3.06656581e-01
   -8.80427097e-01  -2.84694819e-01  -4.48135083e-01   1.77433166e-01
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 [  5.58052613e-02   1.66383900e-01   2.56687895e-01   2.63865766e-01
   -9.62719968e-02  -1.99514000e-01  -2.01629763e-01  -1.32155764e-01
   -1.29928802e-01  -2.73681885e-01]
 [  2.98682836e-02  -3.46686071e-02  -1.15132835e-01  -4.52371924e-02
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 [ -3.29150473e-03  -6.39352058e-02  -6.82007017e-02  -5.60390655e-02
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 [  2.19312526e-02   4.71018251e-02   2.41964345e-01   6.47050000e-02
   -1.97075117e-01  -1.30511919e-01   1.35773913e-01   3.94542550e-02
   -1.93393995e-01   1.01300431e-01]
 [  5.22005548e-02  -2.11271394e-02   9.90729189e-02  -2.02641525e-02
   -1.51964008e-01   7.95667476e-02   1.21482662e-01  -2.71720901e-01
   -3.83899897e-02  -1.15461764e-01]
 [ -2.93641795e-02   3.82635660e-02   7.64215031e-02  -5.52235309e-02
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   -4.04413104e-02   1.51192070e-01]
 [  2.11712811e-01   3.79348636e-02   2.45559494e-02   6.84916418e-02
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   -6.43058038e-02  -3.07610992e-02]
 [  2.36387122e-02  -6.68502028e-02   8.42236863e-03   1.50426543e-02
   -3.26527141e-01  -1.14398781e-01  -1.56345950e-01   4.00309321e-02
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 [  1.33890546e-02   5.02022568e-01   1.06055684e-01   3.70029364e-01
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 [  2.51527515e-01   2.76570591e-01   2.41127588e-01   1.28934159e-01
   -3.54947940e-01   8.61705087e-02  -1.84734967e-01   1.62160073e-01
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   -3.91286611e-02   4.45376616e-02]
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   -2.76698914e-01  -9.53323076e-02]
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   -2.06816044e-01   3.33525365e-02]
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   -1.53007156e-01  -2.03839606e-01]
 [  1.50665579e-01  -1.39663397e-01  -1.37361666e-01   1.58423561e-03
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 [ -1.22676526e-01   1.45679469e-01   2.56255952e-01  -2.89637715e-02
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   -1.27007687e-01  -6.59670327e-02]
 [ -3.52221737e-01   9.40227014e-02   1.02169672e-02  -3.23204280e-02
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   -9.54670061e-02   7.64967449e-02]
 [  1.49563289e-01   1.11326620e-01  -2.38789183e-01  -9.31477097e-02
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   -4.54698840e-03  -1.88805903e-01]
 [  2.09326036e-01  -1.43870655e-01   6.03468615e-02  -2.67326925e-02
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 [ -1.04817759e-01  -3.03270687e-02   1.20497382e-01   1.08216941e-01
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    1.84172167e-01  -3.71172605e-03]
 [  1.87063315e-02  -1.28241731e-01   2.13915944e-01  -2.20812104e-01
    5.77107124e-02   1.07006373e-01   8.08538898e-03  -1.13189804e-01
    3.54859188e-02   2.50218541e-01]]
[[ 0.5457394 ]
 [ 1.37719546]
 [ 0.2594842 ]
 [ 0.79160277]
 [-2.43306921]
 [-0.27705173]
 [-1.4736273 ]
 [ 0.04312942]
 [ 0.62097137]
 [ 0.83135763]]
Progress: 17.9% ... Training loss: 0.314 ... Validation loss: 0.503[[  1.63624484e-01   2.40572432e-01  -1.11032121e-01   1.09420688e-01
   -5.27685561e-01  -7.12158863e-02  -8.16036024e-02   1.24097507e-01
   -7.53583811e-02   1.99379380e-01]
 [  1.43200668e-02   1.67166651e-01  -2.03085754e-02   3.84770082e-02
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    1.37666136e-01  -2.98940297e-02]
 [  1.90368300e-01   4.14448949e-01   2.72645333e-02   8.80675126e-02
    1.02515914e-01  -5.37389283e-02  -5.04634719e-01  -3.45844870e-02
    9.43567133e-02   3.30773144e-01]
 [ -2.29731141e-02  -2.96789595e-01  -2.40613225e-01   2.46104117e-02
   -5.87595774e-03   1.65313153e-01   1.24800394e-01   5.59490079e-02
    1.83554975e-02   1.01278728e-01]
 [ -5.09122623e-03   1.73890795e-01  -1.47167761e-01   3.83036624e-02
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 [ -3.52470645e-01   9.37162739e-02   1.01189636e-02  -3.26529091e-02
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 [  1.50467200e-01   1.13262619e-01  -2.38305125e-01  -9.16184858e-02
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 [ -1.05967112e-01  -3.31106457e-02   1.19948066e-01   1.06538314e-01
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    1.82885337e-01  -5.44823989e-03]
 [  1.78454001e-02  -1.30434125e-01   2.13502742e-01  -2.22152903e-01
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[[ 0.54717734]
 [ 1.37645765]
 [ 0.2574683 ]
 [ 0.79233239]
 [-2.44021679]
 [-0.27558485]
 [-1.47714538]
 [ 0.04411699]
 [ 0.62184884]
 [ 0.8301699 ]]
Progress: 17.9% ... Training loss: 0.314 ... Validation loss: 0.508[[  1.62134019e-01   2.37055962e-01  -1.11664518e-01   1.07183140e-01
   -5.20967199e-01  -7.04711131e-02  -7.77071072e-02   1.23982195e-01
   -7.69807333e-02   1.97188525e-01]
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    1.36706002e-01  -3.11333234e-02]
 [  1.89106742e-01   4.12183398e-01   2.65304926e-02   8.55977692e-02
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    9.26403853e-02   3.28721736e-01]
 [ -2.22413447e-02  -2.94814981e-01  -2.40160265e-01   2.60697189e-02
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 [ -7.14021027e-03   1.69336639e-01  -1.48167568e-01   3.53944176e-02
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   -1.91269222e-01   1.47394889e-02]
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   -4.32876731e-03   3.07502737e-02]
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   -1.54870670e-01  -1.88742641e-01]
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   -1.76268782e-01  -2.20353409e-01  -1.81228537e-01  -1.96923308e-01
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   -9.97709404e-02  -9.61559359e-03]
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 [ -7.35527638e-02  -4.09570865e-02   2.74739529e-01   9.28542794e-02
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 [  4.19855232e-02  -4.12336704e-02   8.19254192e-02   7.29248458e-02
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   -4.77293990e-02  -8.13192507e-02]
 [  7.94800971e-03  -1.48426797e-01  -2.89737158e-01  -4.65206554e-02
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 [  5.00019769e-02   4.76176722e-03  -1.19015754e-01   3.99401476e-02
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   -1.66866076e-01  -6.03485666e-02]
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 [ -9.31150240e-02   2.86553069e-02  -1.29903535e-02   3.00214980e-02
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    1.82649691e-01  -5.79562165e-03]
 [  1.65306245e-02  -1.33837002e-01   2.12900028e-01  -2.24180709e-01
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[[ 0.54149118]
 [ 1.37089578]
 [ 0.25237905]
 [ 0.78728249]
 [-2.44811973]
 [-0.27934551]
 [-1.48279491]
 [ 0.03845688]
 [ 0.61795448]
 [ 0.82262469]]
Progress: 17.9% ... Training loss: 0.312 ... Validation loss: 0.506[[  1.63784770e-01   2.40806914e-01  -1.10854889e-01   1.09753930e-01
   -5.29766830e-01  -7.12976555e-02  -8.23266286e-02   1.24111152e-01
   -7.46750162e-02   1.99607845e-01]
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 [  1.91180688e-01   4.18630426e-01   2.77019379e-02   8.89723640e-02
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   -1.55210936e-01  -1.89228778e-01]
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   -6.44095428e-02  -3.08496867e-02]
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   -4.56662393e-03  -1.88875557e-01]
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 [ -1.06375361e-01  -3.40890870e-02   1.19747217e-01   1.05964249e-01
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    1.82458312e-01  -6.08670259e-03]
 [  1.67234953e-02  -1.33392577e-01   2.12983400e-01  -2.23869892e-01
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[[ 0.55045074]
 [ 1.38323913]
 [ 0.26002234]
 [ 0.79546109]
 [-2.44347582]
 [-0.27449822]
 [-1.47883001]
 [ 0.04351868]
 [ 0.62478707]
 [ 0.83256625]]
Progress: 18.0% ... Training loss: 0.315 ... Validation loss: 0.504[[  1.64832694e-01   2.43313190e-01  -1.10357468e-01   1.10894436e-01
   -5.32743603e-01  -7.17056157e-02  -8.47567904e-02   1.24176311e-01
   -7.36476201e-02   2.00377110e-01]
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 [  1.93748047e-01   4.24983931e-01   2.87871989e-02   9.21707843e-02
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    9.78811630e-02   3.34963722e-01]
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   -1.89571525e-01   1.64797821e-02]
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   -4.04851113e-03   3.08072169e-02]
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   -1.56132708e-01  -1.90508249e-01]
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 [  4.34078908e-02  -3.82911272e-02   8.26107205e-02   7.50374070e-02
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   -4.59596507e-02  -7.91290313e-02]
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   -1.70481721e-01  -3.56239112e-01]
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 [  1.96081676e-02  -3.77377731e-01  -3.88603593e-02  -9.69445670e-02
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   -3.54045459e-01  -2.04155612e-01]
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   -7.36867241e-02  -1.15340245e-01]
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 [  3.42457991e-01   2.90052664e-01  -8.70447145e-02   3.08198742e-01
   -8.84838968e-01  -2.85258157e-01  -4.50905702e-01   1.77502596e-01
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 [  5.54599326e-02   1.65558505e-01   2.56560020e-01   2.63451686e-01
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   -1.30218519e-01  -2.74182483e-01]
 [  2.95180477e-02  -3.54625079e-02  -1.15297168e-01  -4.57404659e-02
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   -1.95165921e-01   9.89890137e-02]
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   -1.59694553e-01   7.87341130e-02   1.17138272e-01  -2.71594106e-01
   -3.65189089e-02  -1.12876387e-01]
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   -3.89894810e-02   1.52990774e-01]
 [  2.11469444e-01   3.75720812e-02   2.44271000e-02   6.81046150e-02
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   -6.46191981e-02  -3.10753174e-02]
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   -1.53770827e-01  -2.04910392e-01]
 [  1.53765404e-01  -1.31307364e-01  -1.35705951e-01   6.78821518e-03
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   -1.27800709e-01  -6.73780839e-02]
 [ -3.51154786e-01   9.62976817e-02   1.07581770e-02  -3.09768943e-02
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   -9.41927300e-02   7.75821727e-02]
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   -3.97860015e-03  -1.88112618e-01]
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    1.82643074e-01  -5.83784900e-03]
 [  1.78150338e-02  -1.30914815e-01   2.13469979e-01  -2.22307272e-01
    6.07577766e-02   1.07459701e-01   1.11658695e-02  -1.13274291e-01
    3.44127322e-02   2.48650273e-01]]
[[ 0.54996783]
 [ 1.38428051]
 [ 0.25719034]
 [ 0.79449809]
 [-2.44820006]
 [-0.27770623]
 [-1.48454666]
 [ 0.04414195]
 [ 0.6245698 ]
 [ 0.83506358]]
Progress: 18.1% ... Training loss: 0.315 ... Validation loss: 0.499[[  1.63860529e-01   2.40424838e-01  -1.10670315e-01   1.09684277e-01
   -5.29396472e-01  -7.12036957e-02  -8.13954966e-02   1.24110463e-01
   -7.45429764e-02   1.98905509e-01]
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    1.37217766e-01  -3.05179956e-02]
 [  1.93857217e-01   4.25071474e-01   2.87356003e-02   9.16169093e-02
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    9.78150319e-02   3.35082766e-01]
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 [ -1.06197068e-01  -3.34851062e-02   1.19883482e-01   1.06219622e-01
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    1.82716597e-01  -5.75504883e-03]
 [  1.73432448e-02  -1.32149975e-01   2.13221290e-01  -2.22939528e-01
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[[ 0.53457064]
 [ 1.37326718]
 [ 0.24464489]
 [ 0.77887716]
 [-2.46104117]
 [-0.29037208]
 [-1.49784894]
 [ 0.03142395]
 [ 0.60818901]
 [ 0.82106478]]
Progress: 18.1% ... Training loss: 0.311 ... Validation loss: 0.495[[  1.63552747e-01   2.39595158e-01  -1.10882058e-01   1.09242318e-01
   -5.28992007e-01  -7.10553566e-02  -8.05950039e-02   1.24091457e-01
   -7.48107685e-02   1.98128162e-01]
 [  1.39488209e-02   1.66267392e-01  -2.04413320e-02   3.81282713e-02
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    1.37312878e-01  -3.04570612e-02]
 [  1.90636631e-01   4.18930963e-01   2.71106335e-02   8.64793098e-02
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    9.39136795e-02   3.29526508e-01]
 [ -2.31705607e-02  -2.96874327e-01  -2.40304214e-01   2.51374274e-02
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 [ -4.69404677e-03   1.73707281e-01  -1.46613456e-01   3.94086505e-02
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   -4.57796762e-03   2.99087498e-02]
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 [  6.81435469e-02  -2.39097223e-01   9.21808610e-02   3.44936595e-02
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   -2.49079173e-02  -1.29273996e-01]
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   -1.56413551e-01  -1.90860560e-01]
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 [  4.33084617e-02  -3.92067576e-02   8.25175572e-02   7.48225248e-02
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   -4.60100724e-02  -7.94409168e-02]
 [  9.89894345e-03  -1.43321729e-01  -2.88782683e-01  -4.36355306e-02
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[[ 0.5302813 ]
 [ 1.36681014]
 [ 0.24171294]
 [ 0.77528492]
 [-2.46444142]
 [-0.29112488]
 [-1.49708875]
 [ 0.02905401]
 [ 0.60430059]
 [ 0.81844869]]
Progress: 18.1% ... Training loss: 0.312 ... Validation loss: 0.500[[  1.62485629e-01   2.36967358e-01  -1.11365187e-01   1.07542268e-01
   -5.23247980e-01  -7.04484504e-02  -7.75095561e-02   1.24028026e-01
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   -1.27899160e-01  -6.74159604e-02]
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   -5.47317903e-03  -1.90496323e-01]
 [  2.06185805e-01  -1.52741127e-01   5.88468541e-02  -3.16687739e-02
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 [ -1.06394416e-01  -3.40364342e-02   1.19789694e-01   1.05845645e-01
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    1.82504689e-01  -5.98404372e-03]
 [  1.80327836e-02  -1.30953575e-01   2.13394703e-01  -2.21951532e-01
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[[ 0.52713921]
 [ 1.36682622]
 [ 0.24021037]
 [ 0.77351364]
 [-2.46541286]
 [-0.2946447 ]
 [-1.49813886]
 [ 0.02591707]
 [ 0.59940317]
 [ 0.81541001]]
Progress: 18.2% ... Training loss: 0.314 ... Validation loss: 0.500[[  1.62790365e-01   2.37961741e-01  -1.11133831e-01   1.08101161e-01
   -5.24255147e-01  -7.06618097e-02  -7.83744003e-02   1.24042444e-01
   -7.54299842e-02   1.97138600e-01]
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 [  1.88155993e-01   4.15964454e-01   2.57545233e-02   8.18315478e-02
    1.16986500e-01  -5.13474128e-02  -5.04301023e-01  -3.47264907e-02
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 [ -1.79253569e-04   1.84706622e-01  -1.44557685e-01   4.61008451e-02
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   -1.82759862e-01   2.49787402e-02]
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   -3.33085951e-03   3.14658977e-02]
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   -2.36078200e-02  -1.27785966e-01]
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   -1.57765055e-01  -1.92625910e-01]
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   -1.76268782e-01  -2.20353409e-01  -1.81228537e-01  -1.96923308e-01
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   -9.59925457e-02  -4.86623373e-03]
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 [ -7.41227690e-02  -4.19181630e-02   2.74433578e-01   9.21175801e-02
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 [  4.39556046e-02  -3.76796388e-02   8.28004526e-02   7.57776462e-02
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   -4.52192273e-02  -7.84275596e-02]
 [  9.46025306e-03  -1.44398919e-01  -2.88987544e-01  -4.43294196e-02
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 [  4.93413696e-02   3.00242905e-03  -1.19383778e-01   3.86877302e-02
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   -1.67691676e-01  -6.14890534e-02]
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   -1.70842191e-01  -3.56852441e-01]
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 [  1.92778191e-02  -3.78871658e-01  -3.90332548e-02  -9.74226793e-02
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   -3.54369435e-01  -2.04666987e-01]
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   -7.43058009e-02  -1.16183010e-01]
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   -2.23184081e-01   1.30967523e-02]
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   -1.38516826e-01   4.31743020e-02  -1.78049686e-01   2.84821720e-01
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 [  3.40117081e-01   2.83558692e-01  -8.81593870e-02   3.04501519e-01
   -8.74131935e-01  -2.83956188e-01  -4.43885121e-01   1.77302542e-01
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 [  5.58366097e-02   1.66385418e-01   2.56731185e-01   2.64008156e-01
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   -1.29781467e-01  -2.73645058e-01]
 [  2.88573583e-02  -3.71553534e-02  -1.15604007e-01  -4.66947681e-02
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 [  2.18862856e-02   4.72727822e-02   2.41938408e-01   6.46641097e-02
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   -1.93423645e-01   1.01234818e-01]
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   -3.70040504e-02  -1.13551037e-01]
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   -3.92338461e-02   1.52388712e-01]
 [  2.11392507e-01   3.74183466e-02   2.43877268e-02   6.80069720e-02
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   -6.46894961e-02  -3.11770528e-02]
 [  2.37039533e-02  -6.66656613e-02   8.36176878e-03   1.49545744e-02
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 [  2.52468704e-01   2.79331671e-01   2.41728094e-01   1.30654094e-01
   -3.60536196e-01   8.55727553e-02  -1.87865849e-01   1.62235756e-01
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   -3.84900577e-02   4.53722238e-02]
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   -2.06208551e-01   3.41044051e-02]
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   -1.54245803e-01  -2.05561935e-01]
 [  1.51516538e-01  -1.38079701e-01  -1.36736694e-01   3.73779603e-03
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 [ -1.23235883e-01   1.42286079e-01   2.56164504e-01  -2.94364544e-02
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   -1.27461007e-01  -6.67955304e-02]
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   -9.46232520e-02   7.70186218e-02]
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   -4.28433046e-03  -1.88856647e-01]
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    1.83292532e-01  -4.85307799e-03]
 [  1.72450151e-02  -1.33032000e-01   2.13040339e-01  -2.23132090e-01
    6.07816348e-02   1.07853655e-01   1.30723490e-02  -1.13306617e-01
    3.39031234e-02   2.47288017e-01]]
[[ 0.53334068]
 [ 1.37158209]
 [ 0.24553817]
 [ 0.78166709]
 [-2.45947647]
 [-0.28785708]
 [-1.48788419]
 [ 0.03144635]
 [ 0.6042868 ]
 [ 0.8195582 ]]
Progress: 18.2% ... Training loss: 0.310 ... Validation loss: 0.500[[  1.62859031e-01   2.37765121e-01  -1.11042890e-01   1.08116101e-01
   -5.24126215e-01  -7.07389844e-02  -7.82480980e-02   1.24047913e-01
   -7.52647770e-02   1.97059638e-01]
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    1.36925228e-01  -3.10743076e-02]
 [  1.87575131e-01   4.14564923e-01   2.54845526e-02   8.06068665e-02
    1.18534928e-01  -5.12113209e-02  -5.03368162e-01  -3.47579319e-02
    9.01185471e-02   3.24683352e-01]
 [ -2.51354533e-02  -3.03024921e-01  -2.41258936e-01   2.23362452e-02
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[[ 0.53142463]
 [ 1.37020347]
 [ 0.24493682]
 [ 0.77955901]
 [-2.46507215]
 [-0.28926457]
 [-1.49241041]
 [ 0.027239  ]
 [ 0.60166635]
 [ 0.81773156]]
Progress: 18.3% ... Training loss: 0.311 ... Validation loss: 0.499[[  1.62724222e-01   2.37023889e-01  -1.11078082e-01   1.08309345e-01
   -5.24399187e-01  -7.07206189e-02  -7.79051107e-02   1.24049998e-01
   -7.51587392e-02   1.96929810e-01]
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 [  1.90475329e-01   4.22469491e-01   2.67445165e-02   8.46492213e-02
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    9.34125812e-02   3.28911519e-01]
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   -1.58656623e-01  -1.93707574e-01]
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   -4.51733444e-02  -7.84152887e-02]
 [  9.98828039e-03  -1.43148105e-01  -2.88785971e-01  -4.36375960e-02
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   -1.67803802e-01  -6.17509115e-02]
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    1.82271572e-01  -6.34844182e-03]
 [  1.92612917e-02  -1.28494388e-01   2.13952479e-01  -2.20080638e-01
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[[ 0.54061667]
 [ 1.37596784]
 [ 0.25162298]
 [ 0.78561599]
 [-2.45675423]
 [-0.28215797]
 [-1.48695268]
 [ 0.03391458]
 [ 0.61126887]
 [ 0.82731717]]
Progress: 18.4% ... Training loss: 0.309 ... Validation loss: 0.495[[  1.64667729e-01   2.41174141e-01  -1.10090962e-01   1.11166050e-01
   -5.32309904e-01  -7.16988777e-02  -8.27567564e-02   1.24180558e-01
   -7.27738618e-02   1.99900429e-01]
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 [  1.91337788e-01   4.24885173e-01   2.71815155e-02   8.55925482e-02
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    9.43865412e-02   3.29945349e-01]
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   -1.59164372e-01  -1.94364001e-01]
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   -3.79202693e-02   1.54053839e-01]
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 [ -1.05722207e-01  -3.37506697e-02   1.20134320e-01   1.06890224e-01
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    1.83310737e-01  -5.00990579e-03]
 [  1.87476680e-02  -1.29641314e-01   2.13739119e-01  -2.20740557e-01
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[[ 0.5478377 ]
 [ 1.38334733]
 [ 0.25700423]
 [ 0.79328721]
 [-2.45619462]
 [-0.27813523]
 [-1.48316445]
 [ 0.03939334]
 [ 0.61840355]
 [ 0.83485517]]
Progress: 18.4% ... Training loss: 0.311 ... Validation loss: 0.496[[  1.65437123e-01   2.42873125e-01  -1.09653127e-01   1.12448022e-01
   -5.35054767e-01  -7.21090744e-02  -8.42457925e-02   1.24251387e-01
   -7.17012489e-02   2.01075383e-01]
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 [  1.93605486e-01   4.30530166e-01   2.82696839e-02   8.88191261e-02
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   -1.84303393e-01   2.19370422e-02]
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   -4.35068845e-03   2.96162464e-02]
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   -1.59557226e-01  -1.94911970e-01]
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   -9.56185813e-02  -4.71548351e-03]
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 [  4.62302185e-02  -3.25104848e-02   8.39988304e-02   7.94378865e-02
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   -4.22277136e-02  -7.47282712e-02]
 [  9.81731405e-03  -1.43673300e-01  -2.88868580e-01  -4.39311662e-02
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 [  4.88198240e-02   9.93290311e-04  -1.19611859e-01   3.79628093e-02
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   -1.71614937e-01  -3.57956331e-01]
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   -3.55418833e-01  -2.06104850e-01]
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 [  3.41073083e-01   2.86536433e-01  -8.76471078e-02   3.06247128e-01
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 [  5.52291964e-02   1.64756353e-01   2.56492866e-01   2.63143197e-01
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   -1.94352615e-01   1.00021652e-01]
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   -3.44677089e-02  -1.10454321e-01]
 [ -2.63397934e-02   4.60140034e-02   7.77473994e-02  -5.08182531e-02
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   -3.70332009e-02   1.55179565e-01]
 [  2.11483567e-01   3.76984475e-02   2.44027765e-02   6.81360717e-02
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   -6.45853526e-02  -3.09990185e-02]
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   -2.06331981e-01   3.40793566e-02]
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   -1.54990282e-01  -2.06575549e-01]
 [  1.51393405e-01  -1.38867709e-01  -1.36781048e-01   3.83918525e-03
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   -1.26985070e-01  -6.63424943e-02]
 [ -3.52829899e-01   9.14546142e-02   1.00121241e-02  -3.34357156e-02
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   -9.61025547e-02   7.50769081e-02]
 [  1.48317925e-01   1.06152322e-01  -2.38971822e-01  -9.43225142e-02
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   -5.29293072e-03  -1.90266258e-01]
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 [ -1.05852477e-01  -3.42315128e-02   1.20084722e-01   1.06748043e-01
    3.57393646e-02  -1.10964512e-01   2.40348939e-01  -7.72808221e-02
    1.83244453e-01  -5.20294233e-03]
 [  2.00383149e-02  -1.26511973e-01   2.14324896e-01  -2.18772551e-01
    4.77202016e-02   1.06311037e-01   6.14560856e-03  -1.13134240e-01
    3.73019166e-02   2.51188813e-01]]
[[ 0.55789421]
 [ 1.39337224]
 [ 0.26649148]
 [ 0.80110902]
 [-2.45583276]
 [-0.27467717]
 [-1.4827204 ]
 [ 0.04237703]
 [ 0.62784996]
 [ 0.84295965]]
Progress: 18.4% ... Training loss: 0.317 ... Validation loss: 0.492[[  1.65449709e-01   2.42176714e-01  -1.09553472e-01   1.12591583e-01
   -5.34552346e-01  -7.21038086e-02  -8.37587486e-02   1.24261041e-01
   -7.14871919e-02   2.00920604e-01]
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    1.35356664e-01  -3.32562226e-02]
 [  1.91940616e-01   4.27536465e-01   2.74802585e-02   8.63336321e-02
    1.00727696e-01  -5.31789011e-02  -5.16574098e-01  -3.45110798e-02
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    1.82078555e-01  -6.64785631e-03]
 [  2.04515041e-02  -1.25922888e-01   2.14529118e-01  -2.18201166e-01
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[[ 0.54898782]
 [ 1.38317452]
 [ 0.25814613]
 [ 0.79100515]
 [-2.46943613]
 [-0.28172344]
 [-1.49402669]
 [ 0.03362108]
 [ 0.61938038]
 [ 0.83315622]]
Progress: 18.5% ... Training loss: 0.309 ... Validation loss: 0.490[[  1.62907900e-01   2.35360226e-01  -1.10691589e-01   1.08775837e-01
   -5.22733628e-01  -7.07421501e-02  -7.70082281e-02   1.24106138e-01
   -7.42115268e-02   1.97037658e-01]
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 [  1.90800423e-01   4.24863446e-01   2.69562951e-02   8.46411232e-02
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    9.40875248e-02   3.29465882e-01]
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   -1.60547513e-01  -1.96385112e-01]
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 [ -1.06912746e-01  -3.75432344e-02   1.19588377e-01   1.05298382e-01
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    1.81990418e-01  -6.72422018e-03]
 [  2.10438063e-02  -1.24379746e-01   2.14810354e-01  -2.17315694e-01
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[[ 0.54336433]
 [ 1.38011034]
 [ 0.2522373 ]
 [ 0.78449615]
 [-2.47948809]
 [-0.28911397]
 [-1.50271775]
 [ 0.02582903]
 [ 0.61426848]
 [ 0.82614108]]
Progress: 18.6% ... Training loss: 0.308 ... Validation loss: 0.489[[  1.61632816e-01   2.31580790e-01  -1.11310249e-01   1.06686318e-01
   -5.16574720e-01  -7.00700677e-02  -7.31607657e-02   1.24043744e-01
   -7.57464481e-02   1.94803495e-01]
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 [  1.87869998e-01   4.18401979e-01   2.53966678e-02   7.96886031e-02
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   -1.61027460e-01  -1.97019707e-01]
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   -6.36372666e-02  -2.96558947e-02]
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 [  1.50062392e-01  -1.42014407e-01  -1.37383137e-01   2.00974744e-03
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   -1.27446149e-01  -6.70376058e-02]
 [ -3.54120392e-01   8.70522322e-02   9.43799765e-03  -3.54958807e-02
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 [  1.47088711e-01   1.03213368e-01  -2.39387593e-01  -9.59549326e-02
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   -6.53101114e-03  -1.92027942e-01]
 [  2.08215778e-01  -1.48279412e-01   5.99287465e-02  -2.88214336e-02
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 [ -1.07145992e-01  -3.81055126e-02   1.19466972e-01   1.04955088e-01
    4.23485362e-02  -1.10354863e-01   2.43980087e-01  -7.73734933e-02
    1.81753713e-01  -7.07469442e-03]
 [  2.21643118e-02  -1.22015346e-01   2.15363189e-01  -2.15557194e-01
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[[ 0.54144381]
 [ 1.37771953]
 [ 0.25221799]
 [ 0.78480241]
 [-2.48024404]
 [-0.28570902]
 [-1.49917946]
 [ 0.02727106]
 [ 0.61508535]
 [ 0.82665603]]
Progress: 18.6% ... Training loss: 0.308 ... Validation loss: 0.494[[  1.61872130e-01   2.31353512e-01  -1.11141583e-01   1.07296811e-01
   -5.17488625e-01  -7.02869773e-02  -7.29571155e-02   1.24066472e-01
   -7.52195982e-02   1.95056941e-01]
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 [  1.90112781e-01   4.23437464e-01   2.64582259e-02   8.26682577e-02
    1.10184232e-01  -5.20332404e-02  -5.11893440e-01  -3.46297390e-02
    9.29075387e-02   3.27680115e-01]
 [ -2.29327098e-02  -2.98795823e-01  -2.39849541e-01   2.52659211e-02
   -5.62270844e-04   1.65375871e-01   1.28660568e-01   5.57760734e-02
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 [ -5.66326757e-03   1.71785380e-01  -1.46866282e-01   3.88589654e-02
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   -1.88414629e-01   1.54698679e-02]
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   -5.22065767e-03   2.80829018e-02]
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   -2.12438941e-02  -1.25184858e-01]
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   -1.61314887e-01  -1.97355223e-01]
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   -1.76268782e-01  -2.20353409e-01  -1.81228537e-01  -1.96923308e-01
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 [ -2.19150795e-01  -1.60510080e-01   1.18941389e-01   2.70148366e-01
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   -2.10320302e-01   2.64901166e-03]
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   -2.17999235e-02  -8.67829341e-02   1.10906678e-01   4.33761993e-03
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   -4.45610400e-02   8.84726287e-02  -8.39727694e-02  -1.99868781e-02
   -9.65148969e-02  -6.00168766e-03]
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 [ -7.44596014e-02  -4.40653443e-02   2.74245025e-01   9.14104466e-02
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 [  4.46347890e-02  -3.60405812e-02   8.31654069e-02   7.70157116e-02
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   -4.40841291e-02  -7.71691385e-02]
 [  8.27512293e-03  -1.47366639e-01  -2.89631341e-01  -4.62530664e-02
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 [  4.89117949e-02  -2.60980794e-04  -1.19482641e-01   3.82774489e-02
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   -1.67879403e-01  -6.21071424e-02]
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   -1.71889510e-01  -3.58361034e-01]
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 [  1.77828162e-02  -3.83266545e-01  -3.97487870e-02  -9.96494158e-02
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   -3.56076735e-01  -2.07005787e-01]
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   -4.72327309e-02   1.05692193e-01]
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   -7.48200774e-02  -1.16852473e-01]
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 [  1.25831019e-01   2.63355682e-01   1.70503071e-01  -7.10718500e-02
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 [  3.41751737e-01   2.88082266e-01  -8.72815251e-02   3.07281716e-01
   -8.81541929e-01  -2.84905196e-01  -4.48948183e-01   1.77410567e-01
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 [  5.50477316e-02   1.64244364e-01   2.56408150e-01   2.62886633e-01
   -9.31978519e-02  -1.99173001e-01  -1.99635229e-01  -1.32182838e-01
   -1.30641249e-01  -2.74874075e-01]
 [  2.81195619e-02  -3.91498748e-02  -1.15992666e-01  -4.78622949e-02
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 [  2.58910133e-04  -5.56085757e-02  -6.64858550e-02  -5.07039296e-02
   -1.23915362e-02  -1.75199683e-01   9.01747074e-02   1.02428849e-02
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 [  2.08536848e-02   4.44391186e-02   2.41445784e-01   6.29933213e-02
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   -1.94709794e-01   9.95697889e-02]
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   -3.41905247e-02  -1.10062182e-01]
 [ -2.72390377e-02   4.37715273e-02   7.73427797e-02  -5.21703097e-02
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   -3.80672837e-02   1.53618463e-01]
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   -6.39011073e-02  -3.00071379e-02]
 [  2.48874578e-02  -6.37842209e-02   8.96472433e-03   1.67907137e-02
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 [  2.54058637e-01   2.82579789e-01   2.42663348e-01   1.33546862e-01
   -3.69390863e-01   8.45929297e-02  -1.92508483e-01   1.62362604e-01
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   -3.96312056e-02   4.37228220e-02]
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   -2.74970729e-01  -9.31315568e-02]
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   -2.06995124e-01   3.32095590e-02]
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   -1.55716593e-01  -2.07529902e-01]
 [  1.49775432e-01  -1.42564847e-01  -1.37539053e-01   1.89545337e-03
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 [ -1.21948273e-01   1.43419718e-01   2.56813892e-01  -2.69637946e-02
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   -1.25597341e-01  -6.47059531e-02]
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   -9.64637326e-02   7.40565694e-02]
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   -5.05965949e-03  -1.90130913e-01]
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    1.81491577e-01  -7.66541448e-03]
 [  2.08046396e-02  -1.25474679e-01   2.14749756e-01  -2.17460485e-01
    4.21667767e-02   1.05914865e-01   4.98940196e-03  -1.13077688e-01
    3.84999861e-02   2.52384495e-01]]
[[ 0.54782034]
 [ 1.38534227]
 [ 0.25850443]
 [ 0.79067494]
 [-2.4766539 ]
 [-0.28082937]
 [-1.49666896]
 [ 0.03319033]
 [ 0.62097597]
 [ 0.83179425]]
Progress: 18.6% ... Training loss: 0.307 ... Validation loss: 0.491[[  1.60118220e-01   2.26507384e-01  -1.11966885e-01   1.04473542e-01
   -5.08171330e-01  -6.92351322e-02  -6.78487593e-02   1.23956670e-01
   -7.72169947e-02   1.92461373e-01]
 [  1.15830951e-02   1.60057673e-01  -2.15422806e-02   3.49206220e-02
    1.12630924e-01  -3.81357120e-03   3.08602473e-01   4.10511350e-02
    1.34903127e-01  -3.39161562e-02]
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 [ -1.07379367e-01  -3.90288926e-02   1.19404596e-01   1.04631018e-01
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    1.81594854e-01  -7.49833528e-03]
 [  1.95203099e-02  -1.28601639e-01   2.14140315e-01  -2.19417384e-01
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[[ 0.53518037]
 [ 1.37926852]
 [ 0.24847334]
 [ 0.78065975]
 [-2.48914708]
 [-0.29194756]
 [-1.50895658]
 [ 0.02166067]
 [ 0.61006176]
 [ 0.82032375]]
Progress: 18.7% ... Training loss: 0.312 ... Validation loss: 0.495[[  1.64059199e-01   2.36021640e-01  -1.09944832e-01   1.10599193e-01
   -5.26804459e-01  -7.14258179e-02  -7.85362729e-02   1.24130490e-01
   -7.23565199e-02   1.98457736e-01]
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    1.35568544e-01  -3.30458587e-02]
 [  1.94272954e-01   4.32859663e-01   2.83494650e-02   8.79610939e-02
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    9.77263795e-02   3.33667438e-01]
 [ -2.61979532e-02  -3.03827836e-01  -2.41324369e-01   2.12715353e-02
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    1.40850419e-02   9.94107815e-02]
 [ -1.84406448e-03   1.79235264e-01  -1.44943557e-01   4.42672186e-02
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   -1.83749360e-01   2.09716446e-02]
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   -6.88624216e-03   2.54406184e-02]
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   -2.07684480e-02  -1.24554020e-01]
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   -1.60584773e-01  -1.96282483e-01]
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   -4.35930521e-02  -7.67248052e-02]
 [  8.27664897e-03  -1.47535378e-01  -2.89636699e-01  -4.62215671e-02
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 [  4.93764545e-02   8.03240235e-04  -1.19244470e-01   3.89899738e-02
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[[ 0.56297184]
 [ 1.40547259]
 [ 0.26973593]
 [ 0.80415508]
 [-2.4709325 ]
 [-0.27390383]
 [-1.49269573]
 [ 0.04282566]
 [ 0.63352392]
 [ 0.84547574]]
Progress: 18.8% ... Training loss: 0.314 ... Validation loss: 0.485[[  1.61133213e-01   2.28480405e-01  -1.11326010e-01   1.06198185e-01
   -5.13138938e-01  -6.99585712e-02  -7.04498570e-02   1.23905568e-01
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    1.81456227e-01  -7.77258887e-03]
 [  1.85008970e-02  -1.31115717e-01   2.13572851e-01  -2.20908483e-01
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[[ 0.5411492 ]
 [ 1.38585163]
 [ 0.24972468]
 [ 0.78446991]
 [-2.49246839]
 [-0.29087086]
 [-1.51002013]
 [ 0.0235794 ]
 [ 0.61153386]
 [ 0.8223095 ]]
Progress: 18.8% ... Training loss: 0.311 ... Validation loss: 0.492[[  1.59428168e-01   2.24446875e-01  -1.12161259e-01   1.03557537e-01
   -5.04472039e-01  -6.90044671e-02  -6.56199919e-02   1.23830037e-01
   -7.76330113e-02   1.91298657e-01]
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   -9.84254559e-04   1.65114634e-01   1.28401581e-01   5.56955858e-02
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   -1.86793095e-01   1.76334679e-02]
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   -1.60644379e-01  -1.96467601e-01]
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 [  4.46388134e-02  -3.66712913e-02   8.31559254e-02   7.70003027e-02
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   -4.39633485e-02  -7.72519816e-02]
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   -3.55501063e-01  -2.06303910e-01]
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 [  3.42904076e-01   2.91061284e-01  -8.67806990e-02   3.08865630e-01
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 [  5.39873559e-02   1.61769437e-01   2.55898188e-01   2.61251826e-01
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   -3.38877093e-02  -1.09624406e-01]
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   -3.73787303e-02   1.54486544e-01]
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   -6.45358394e-02  -3.09030489e-02]
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   -1.24108256e-01  -6.29099990e-02]
 [ -3.53466508e-01   8.69832179e-02   9.80713672e-03  -3.44697354e-02
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    1.81639533e-01  -7.56573420e-03]
 [  1.87866992e-02  -1.30679485e-01   2.13714654e-01  -2.20428692e-01
    5.05019457e-02   1.06951277e-01   1.05969799e-02  -1.13260270e-01
    3.61263759e-02   2.49686787e-01]]
[[ 0.53781134]
 [ 1.38233279]
 [ 0.25013006]
 [ 0.78477724]
 [-2.49514846]
 [-0.28908728]
 [-1.50832079]
 [ 0.02374417]
 [ 0.61267099]
 [ 0.82124728]]
Progress: 18.9% ... Training loss: 0.312 ... Validation loss: 0.498[[  1.58512463e-01   2.21631916e-01  -1.12501786e-01   1.02154954e-01
   -5.01646119e-01  -6.84110777e-02  -6.25082165e-02   1.23792266e-01
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 [  1.81530467e-02  -1.31870920e-01   2.13447596e-01  -2.21292653e-01
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[[ 0.53873082]
 [ 1.38556344]
 [ 0.25392727]
 [ 0.78892499]
 [-2.49293472]
 [-0.28842702]
 [-1.50691809]
 [ 0.0248837 ]
 [ 0.61400341]
 [ 0.82287774]]
Progress: 18.9% ... Training loss: 0.310 ... Validation loss: 0.495[[  1.58959170e-01   2.21578220e-01  -1.12403810e-01   1.02616831e-01
   -5.04169110e-01  -6.84681354e-02  -6.28173377e-02   1.23803692e-01
   -7.79227929e-02   1.89707405e-01]
 [  1.27190329e-02   1.62612574e-01  -2.10258777e-02   3.65675661e-02
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    1.36215748e-01  -3.23206822e-02]
 [  1.89232611e-01   4.23097519e-01   2.55977757e-02   7.84711866e-02
    1.18198382e-01  -5.09369659e-02  -5.11883063e-01  -3.48676944e-02
    9.13696499e-02   3.24252445e-01]
 [ -2.94059790e-02  -3.11778107e-01  -2.42754256e-01   1.71291484e-02
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    1.05549301e-02   9.52663652e-02]
 [ -1.06122563e-03   1.80198888e-01  -1.44577741e-01   4.51873216e-02
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   -6.40801299e-03   2.58541220e-02]
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   -2.24509956e-02  -1.27293387e-01]
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   -1.62383743e-01  -1.98666524e-01]
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   -9.84997648e-02  -8.81350639e-03]
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   -4.33668216e-02  -7.66585996e-02]
 [  6.97067384e-03  -1.50990890e-01  -2.90267197e-01  -4.82838230e-02
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 [  1.82476280e-02  -1.31340004e-01   2.13450684e-01  -2.20881277e-01
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[[ 0.53985286]
 [ 1.39118458]
 [ 0.25951812]
 [ 0.79047586]
 [-2.49061331]
 [-0.29001706]
 [-1.50670122]
 [ 0.0229602 ]
 [ 0.61344789]
 [ 0.82732178]]
Progress: 18.9% ... Training loss: 0.309 ... Validation loss: 0.490[[  1.60082709e-01   2.22753417e-01  -1.11902645e-01   1.04057108e-01
   -5.06783513e-01  -6.90149175e-02  -6.37479932e-02   1.23848165e-01
   -7.67496153e-02   1.91452375e-01]
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 [  1.91013098e-01   4.26529744e-01   2.64422372e-02   8.08013190e-02
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 [  1.27992037e-03   1.84868221e-01  -1.43587701e-01   4.84911153e-02
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   -1.94540918e-01   9.97199371e-02]
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   -1.80960220e-01   7.61204792e-02   1.04271552e-01  -2.71399676e-01
   -3.12692218e-02  -1.06250014e-01]
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   -3.76987879e-02   1.54005570e-01]
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   -6.40393683e-02  -3.03517503e-02]
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   -5.68192534e-03  -1.91668190e-01]
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 [ -1.07724418e-01  -4.04094249e-02   1.19258572e-01   1.04341578e-01
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    1.81494509e-01  -7.83844793e-03]
 [  1.72877333e-02  -1.34037923e-01   2.12936135e-01  -2.22439324e-01
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[[ 0.55220778]
 [ 1.40621336]
 [ 0.26926595]
 [ 0.80245383]
 [-2.48391922]
 [-0.28191446]
 [-1.50091549]
 [ 0.03253456]
 [ 0.62497919]
 [ 0.83737593]]
Progress: 19.0% ... Training loss: 0.308 ... Validation loss: 0.482[[  1.59104732e-01   2.20332385e-01  -1.12336697e-01   1.02473373e-01
   -5.01894894e-01  -6.85726643e-02  -6.05323443e-02   1.23795608e-01
   -7.78561655e-02   1.89828597e-01]
 [  1.29955698e-02   1.63349448e-01  -2.08837651e-02   3.69977837e-02
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 [  1.87449164e-01   4.19479750e-01   2.46623780e-02   7.49229672e-02
    1.27902748e-01  -4.98671047e-02  -5.07014678e-01  -3.50141761e-02
    8.88195774e-02   3.21541731e-01]
 [ -2.82743104e-02  -3.07562840e-01  -2.42136316e-01   1.92834118e-02
    1.72665282e-02   1.67472445e-01   1.40349376e-01   5.55037196e-02
    1.20346345e-02   9.75534250e-02]
 [  6.18963446e-04   1.83779257e-01  -1.43965471e-01   4.76050563e-02
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   -1.81201235e-01   2.39323297e-02]
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   -6.06131622e-03   2.60228900e-02]
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   -1.60977009e-01  -1.96709440e-01]
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   -1.76268782e-01  -2.20353409e-01  -1.81228537e-01  -1.96923308e-01
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 [  3.44236776e-02  -4.62647075e-02  -2.12492459e-01   1.44445553e-01
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   -9.74342372e-02  -7.51348892e-03]
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 [  4.54508530e-02  -3.52233548e-02   8.35377736e-02   7.80850722e-02
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   -4.30000405e-02  -7.61013348e-02]
 [  5.54236137e-03  -1.54848921e-01  -2.91059914e-01  -5.06608434e-02
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 [  4.84934644e-02  -2.65607249e-03  -1.19685129e-01   3.74094380e-02
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   -1.72424523e-01  -3.59248538e-01]
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 [  1.87240416e-02  -3.82779276e-01  -3.93188684e-02  -9.81435760e-02
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   -3.55002077e-01  -2.05623878e-01]
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   -4.85103980e-02   1.04201875e-01]
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   -7.39595726e-02  -1.15778793e-01]
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   -2.27512387e-01   7.57202116e-03]
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 [  1.23642161e-01   2.58494448e-01   1.69494248e-01  -7.41701487e-02
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 [  3.40392203e-01   2.84712950e-01  -8.79317936e-02   3.05006291e-01
   -8.75320007e-01  -2.84091056e-01  -4.44911462e-01   1.77291061e-01
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 [  5.50982975e-02   1.64450552e-01   2.56453967e-01   2.62948657e-01
   -9.36421450e-02  -1.99238399e-01  -2.00073113e-01  -1.32203119e-01
   -1.30585071e-01  -2.74802854e-01]
 [  2.67903882e-02  -4.29185531e-02  -1.16642412e-01  -4.98756425e-02
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 [ -3.10774119e-04  -5.72587875e-02  -6.68210152e-02  -5.17065324e-02
   -9.54858704e-03  -1.74876563e-01   9.22258257e-02   1.01929701e-02
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 [  2.10185598e-02   4.52994375e-02   2.41469839e-01   6.32717937e-02
   -1.92265757e-01  -1.30233050e-01   1.37829617e-01   3.93448783e-02
   -1.94495302e-01   9.97849133e-02]
 [  5.82807146e-02  -5.48965600e-03   1.01936697e-01  -1.09207152e-02
   -1.81054127e-01   7.60968425e-02   1.04257406e-01  -2.71398332e-01
   -3.12318758e-02  -1.06187913e-01]
 [ -2.77175498e-02   4.31336675e-02   7.70925708e-02  -5.28803334e-02
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   -3.86727093e-02   1.52892557e-01]
 [  2.11435537e-01   3.85782242e-02   2.43453276e-02   6.81338126e-02
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   -6.47168210e-02  -3.12695749e-02]
 [  2.58132942e-02  -6.12314796e-02   9.39332652e-03   1.80911003e-02
   -3.36132695e-01  -1.15507107e-01  -1.61825768e-01   4.01354349e-02
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 [  2.29263656e-02   5.17486678e-01   1.10816134e-01   3.83137346e-01
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 [  2.54011103e-01   2.82476410e-01   2.42700583e-01   1.33612578e-01
   -3.69760505e-01   8.45598495e-02  -1.92351975e-01   1.62346283e-01
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   -3.96819991e-02   4.36092637e-02]
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   -2.75818063e-01  -9.43179951e-02]
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   -2.06695721e-01   3.36218895e-02]
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   -1.56882371e-01  -2.09018288e-01]
 [  1.47487886e-01  -1.48039847e-01  -1.38598750e-01  -1.04633138e-03
    1.28472156e-01  -6.11205153e-02  -1.58891119e-02  -1.48579491e-01
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 [ -1.19407952e-01   1.47520814e-01   2.57998320e-01  -2.32313509e-02
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   -1.22607965e-01  -6.12281848e-02]
 [ -3.51582518e-01   9.03342090e-02   1.07610009e-02  -3.17634907e-02
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   -9.45032933e-02   7.61814850e-02]
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   -6.66185050e-03  -1.92979746e-01]
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    1.08149651e-01  -1.82285535e-01]
 [ -1.07508534e-01  -4.00117206e-02   1.19396950e-01   1.04662233e-01
    4.34275128e-02  -1.10310867e-01   2.45620416e-01  -7.73978215e-02
    1.81808173e-01  -7.65080805e-03]
 [  1.68319915e-02  -1.35357607e-01   2.12745895e-01  -2.23143621e-01
    5.61308648e-02   1.07957452e-01   1.59172178e-02  -1.13359514e-01
    3.40349407e-02   2.46904212e-01]]
[[ 0.5451269 ]
 [ 1.40081105]
 [ 0.26420341]
 [ 0.79893414]
 [-2.49369062]
 [-0.28447062]
 [-1.50586158]
 [ 0.02714506]
 [ 0.62073644]
 [ 0.8306994 ]]
Progress: 19.1% ... Training loss: 0.307 ... Validation loss: 0.488[[  1.60796229e-01   2.23908105e-01  -1.11524431e-01   1.05183448e-01
   -5.10244871e-01  -6.95100190e-02  -6.52447964e-02   1.23877489e-01
   -7.57917151e-02   1.92126991e-01]
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 [  1.88407599e-01   4.22434367e-01   2.51907748e-02   7.61291304e-02
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 [ -2.78441666e-02  -3.07182819e-01  -2.41931846e-01   1.98625107e-02
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 [ -4.29254010e-04   1.80979306e-01  -1.44505226e-01   4.60715403e-02
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   -6.73789355e-03   2.50511280e-02]
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   -1.60285139e-01  -1.95838018e-01]
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 [  3.42139056e-02  -4.68065481e-02  -2.12610101e-01   1.44145948e-01
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   -9.76854307e-02  -7.83612871e-03]
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 [  4.60056824e-02  -3.41243284e-02   8.37903466e-02   7.88995737e-02
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 [  5.47368475e-02   1.63492482e-01   2.56277174e-01   2.62406062e-01
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   -3.06618519e-02  -1.05580584e-01]
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   -3.90357856e-02   1.52445942e-01]
 [  2.11477158e-01   3.87297040e-02   2.43727129e-02   6.82196764e-02
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   -6.46564793e-02  -3.12091320e-02]
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 [  2.54298476e-01   2.82931740e-01   2.42839901e-01   1.34049541e-01
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 [  1.82142201e-02  -3.46060855e-01  -1.23352786e-01  -1.51354521e-01
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   -1.56955532e-01  -2.09142623e-01]
 [  1.47591130e-01  -1.48097109e-01  -1.38568701e-01  -7.83078642e-04
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 [ -1.17759200e-01   1.51071298e-01   2.58836205e-01  -2.07458017e-02
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   -1.20645450e-01  -5.88293871e-02]
 [ -3.51791726e-01   8.99463480e-02   1.06612051e-02  -3.20735593e-02
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   -9.47842882e-02   7.58527509e-02]
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    1.81707177e-01  -7.79590573e-03]
 [  1.67352734e-02  -1.35486406e-01   2.12632139e-01  -2.23196001e-01
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    3.39587732e-02   2.46627442e-01]]
[[ 0.55264947]
 [ 1.40845596]
 [ 0.27150912]
 [ 0.80514322]
 [-2.48727304]
 [-0.27766549]
 [-1.49946363]
 [ 0.03267765]
 [ 0.62820886]
 [ 0.83868635]]
Progress: 19.1% ... Training loss: 0.306 ... Validation loss: 0.485[[  1.61143974e-01   2.24002042e-01  -1.11432241e-01   1.05348704e-01
   -5.11169643e-01  -6.94776834e-02  -6.58064314e-02   1.23884584e-01
   -7.55069477e-02   1.92162584e-01]
 [  1.30917379e-02   1.63554539e-01  -2.08412638e-02   3.71207892e-02
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 [  1.86037979e-01   4.18122957e-01   2.39257609e-02   7.21669482e-02
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    8.69544897e-02   3.18432575e-01]
 [ -2.65427696e-02  -3.02888580e-01  -2.41218460e-01   2.23610938e-02
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 [  2.31959167e-03   1.85900124e-01  -1.43212654e-01   4.92887028e-02
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   -1.79469508e-01   2.61967576e-02]
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   -5.50430975e-03   2.65862191e-02]
 [  1.97015600e-03  -1.50666004e-01   1.23913325e-02   1.00859928e-01
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   -1.93701021e-02  -1.23017813e-01]
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   -1.60316871e-01  -1.95902799e-01]
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 [ -2.21217870e-01  -1.67111817e-01   1.18081717e-01   2.67861065e-01
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   -2.12327861e-01  -6.05596520e-04]
 [  1.20569744e-01  -4.97334322e-02  -1.58444755e-02   1.25525739e-01
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 [  3.44945415e-02  -4.65130922e-02  -2.12461557e-01   1.44581667e-01
   -3.99285177e-02   8.88073001e-02  -7.97524449e-02  -2.00353568e-02
   -9.73560994e-02  -7.38166868e-03]
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 [  4.58362506e-02  -3.43808438e-02   8.37244510e-02   7.86607198e-02
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 [  1.75021654e-02  -1.33205974e-01   2.13011575e-01  -2.21934988e-01
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[[ 0.55823265]
 [ 1.41310608]
 [ 0.27749567]
 [ 0.81244213]
 [-2.48079901]
 [-0.27068225]
 [-1.49009129]
 [ 0.03880561]
 [ 0.63476406]
 [ 0.84548083]]
Progress: 19.1% ... Training loss: 0.309 ... Validation loss: 0.490[[  1.61528470e-01   2.24355647e-01  -1.11287315e-01   1.05949312e-01
   -5.12931688e-01  -6.96896492e-02  -6.64262550e-02   1.23924600e-01
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 [  1.88077192e-01   4.22750503e-01   2.50443375e-02   7.49998709e-02
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   -1.80568985e-01   7.61128561e-02   1.04388257e-01  -2.71407569e-01
   -3.13095759e-02  -1.06437192e-01]
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   -6.48529042e-02  -3.15680894e-02]
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 [ -3.52340634e-01   8.78247232e-02   1.03949644e-02  -3.29636838e-02
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 [ -1.08192564e-01  -4.20873201e-02   1.19085756e-01   1.03593988e-01
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    1.81107261e-01  -8.71076199e-03]
 [  1.64073828e-02  -1.35678858e-01   2.12446265e-01  -2.23568332e-01
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[[ 0.55466125]
 [ 1.41107232]
 [ 0.27155086]
 [ 0.8057485 ]
 [-2.48545824]
 [-0.27636166]
 [-1.49727809]
 [ 0.03330277]
 [ 0.6289441 ]
 [ 0.8407244 ]]
Progress: 19.2% ... Training loss: 0.307 ... Validation loss: 0.487[[  1.59616968e-01   2.20023662e-01  -1.12141943e-01   1.03210365e-01
   -5.05171615e-01  -6.87617166e-02  -6.14892581e-02   1.23813811e-01
   -7.69351072e-02   1.89488037e-01]
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 [  1.86076711e-01   4.20236309e-01   2.40302472e-02   7.15751957e-02
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   -1.82584197e-01   2.16200859e-02]
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   -7.15608686e-03   2.40673823e-02]
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   -1.60758312e-01  -1.96510647e-01]
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   -9.76649798e-02  -7.80873581e-03]
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 [  4.63332871e-02  -3.34940703e-02   8.39863272e-02   7.94065693e-02
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   -4.18431470e-02  -7.49182563e-02]
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[[ 0.55004237]
 [ 1.40387474]
 [ 0.26853114]
 [ 0.79981597]
 [-2.48654902]
 [-0.27720493]
 [-1.4975978 ]
 [ 0.02973789]
 [ 0.62573643]
 [ 0.83487793]]
Progress: 19.2% ... Training loss: 0.306 ... Validation loss: 0.489[[  1.58669740e-01   2.17969184e-01  -1.12540116e-01   1.01870958e-01
   -5.00893931e-01  -6.82815856e-02  -5.92705691e-02   1.23764333e-01
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   -1.83578442e-01   2.00110192e-02]
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[[ 0.55598227]
 [ 1.40868816]
 [ 0.27582376]
 [ 0.80699928]
 [-2.48267359]
 [-0.27114196]
 [-1.49167554]
 [ 0.03659704]
 [ 0.63241367]
 [ 0.84125587]]
Progress: 19.3% ... Training loss: 0.306 ... Validation loss: 0.489[[  1.58289713e-01   2.16426001e-01  -1.12742366e-01   1.01036619e-01
   -4.98087469e-01  -6.80454220e-02  -5.79427833e-02   1.23744056e-01
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   -1.82453348e-01   2.18098673e-02]
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   -1.60440501e-01  -1.96119308e-01]
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 [  1.58194309e-02  -1.37938793e-01   2.12068328e-01  -2.24671267e-01
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[[ 0.54861538]
 [ 1.40315718]
 [ 0.26669941]
 [ 0.79909514]
 [-2.49555742]
 [-0.27880581]
 [-1.50246933]
 [ 0.02773029]
 [ 0.62403851]
 [ 0.83257339]]
Progress: 19.4% ... Training loss: 0.306 ... Validation loss: 0.492[[  1.56228385e-01   2.11068188e-01  -1.13770853e-01   9.80049429e-02
   -4.89381776e-01  -6.69724592e-02  -5.19702507e-02   1.23641324e-01
   -8.05289828e-02   1.83935620e-01]
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 [  1.81654544e-01   4.11385578e-01   2.17112546e-02   6.41677612e-02
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 [  1.17828866e-03   1.81578624e-01  -1.43738192e-01   4.79744354e-02
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   -1.94147542e-01   9.99386967e-02]
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   -1.81811296e-01   7.59599496e-02   1.03586240e-01  -2.71390650e-01
   -3.09819428e-02  -1.05951406e-01]
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   -3.78125827e-02   1.53730561e-01]
 [  2.10496595e-01   3.60050247e-02   2.39038271e-02   6.68385918e-02
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   -6.56613802e-02  -3.28295297e-02]
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 [  2.55090534e-01   2.84663640e-01   2.43251015e-01   1.35384175e-01
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 [  1.47140544e-01  -1.49498782e-01  -1.38736485e-01  -9.31281100e-04
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 [ -3.55269723e-01   8.03474138e-02   8.95151617e-03  -3.72472528e-02
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   -9.87105833e-02   7.06143186e-02]
 [  1.47234115e-01   9.66248637e-02  -2.39280113e-01  -9.56575076e-02
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   -5.86251870e-03  -1.92397344e-01]
 [  2.08776693e-01  -1.48610815e-01   6.03755752e-02  -2.82468281e-02
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 [ -1.08318087e-01  -4.29082848e-02   1.19081266e-01   1.03498014e-01
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    1.81264862e-01  -8.95433720e-03]
 [  1.64284940e-02  -1.36800822e-01   2.12311767e-01  -2.23690859e-01
    5.65964402e-02   1.08161962e-01   1.71894373e-02  -1.13413458e-01
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[[ 0.5411259 ]
 [ 1.39847533]
 [ 0.26291925]
 [ 0.79355241]
 [-2.50435078]
 [-0.28630996]
 [-1.5087144 ]
 [ 0.01913157]
 [ 0.61687159]
 [ 0.82528692]]
Progress: 19.4% ... Training loss: 0.313 ... Validation loss: 0.495[[  1.58804037e-01   2.17612507e-01  -1.12481081e-01   1.01879901e-01
   -5.01616160e-01  -6.83721697e-02  -5.89709781e-02   1.23731319e-01
   -7.73585860e-02   1.87602138e-01]
 [  1.32684942e-02   1.63927595e-01  -2.07389427e-02   3.74828194e-02
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    1.36977970e-01  -3.14788428e-02]
 [  1.84460431e-01   4.20227664e-01   2.30216045e-02   6.76306302e-02
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    8.46847395e-02   3.15176363e-01]
 [ -2.93078911e-02  -3.11433000e-01  -2.42580463e-01   1.89492447e-02
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    1.15668275e-02   9.82709814e-02]
 [  4.02654698e-04   1.80870150e-01  -1.44004727e-01   4.70464485e-02
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   -1.81486047e-01   2.32155190e-02]
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   -5.42532744e-03   2.59031112e-02]
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   -2.25853998e-02  -1.28006845e-01]
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   -1.60729571e-01  -1.96534467e-01]
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   -1.76156057e-01  -2.20341040e-01  -1.81181675e-01  -1.96925064e-01
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   -2.13179780e-01  -2.11573765e-03]
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   -3.04251714e-02  -8.81085054e-02   1.11388545e-01   4.44782600e-03
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 [  3.40597656e-02  -4.86134132e-02  -2.12728137e-01   1.44042261e-01
   -3.80184415e-02   8.89481238e-02  -7.80428411e-02  -2.00499742e-02
   -9.77445722e-02  -8.18997403e-03]
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 [ -7.03260439e-02  -3.40680690e-02   2.76133486e-01   9.74780204e-02
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 [  4.57895475e-02  -3.51633594e-02   8.37255695e-02   7.87531735e-02
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   -4.23043688e-02  -7.56087195e-02]
 [  4.90872805e-03  -1.55867370e-01  -2.91298741e-01  -5.15733286e-02
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 [  4.84373627e-02  -3.40203837e-03  -1.19711427e-01   3.72183371e-02
   -6.84250087e-02   3.25856430e-01   2.60539139e-01   2.05258350e-01
   -1.68360258e-01  -6.36649988e-02]
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 [ -9.59279808e-02   2.03412632e-02  -1.42762182e-02   2.60181344e-02
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   -1.72634639e-01  -3.59746122e-01]
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 [  1.86642593e-02  -3.84409972e-01  -3.93927831e-02  -9.81582920e-02
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   -3.55047200e-01  -2.05841379e-01]
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 [  5.34615836e-02   1.60323088e-01   2.55680476e-01   2.60501632e-01
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   -8.88977519e-03  -1.74795195e-01   9.25996185e-02   1.01963559e-02
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   -1.94813833e-01   9.90788195e-02]
 [  5.99551298e-02  -1.37170076e-03   1.02618478e-01  -8.62607335e-03
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   -2.94272666e-02  -1.03975107e-01]
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   -3.63261921e-02   1.55483372e-01]
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[[ 0.54951523]
 [ 1.40696292]
 [ 0.27135371]
 [ 0.8020684 ]
 [-2.49088927]
 [-0.27632809]
 [-1.49969451]
 [ 0.02784884]
 [ 0.62491976]
 [ 0.83681129]]
Progress: 19.4% ... Training loss: 0.306 ... Validation loss: 0.487[[  1.59838902e-01   2.20088585e-01  -1.11755695e-01   1.04028802e-01
   -5.08060391e-01  -6.89850930e-02  -6.17673216e-02   1.23806186e-01
   -7.59336110e-02   1.89539887e-01]
 [  1.32551571e-02   1.63898912e-01  -2.07480216e-02   3.74615499e-02
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 [  1.87575341e-01   4.29345928e-01   2.47377994e-02   7.25762920e-02
    1.29369244e-01  -4.92017168e-02  -5.16133133e-01  -3.50950816e-02
    8.86307037e-02   3.20274487e-01]
 [ -2.94171465e-02  -3.11895683e-01  -2.42630250e-01   1.84994272e-02
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    1.09973671e-02   9.83806791e-02]
 [ -1.95560111e-03   1.74384873e-01  -1.45187495e-01   4.39757604e-02
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   -1.83880114e-01   1.95631624e-02]
 [ -3.53328848e-01  -3.56407150e-01  -2.87623110e-01   1.52595296e-01
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   -5.56365445e-03   2.56883510e-02]
 [  6.85325093e-04  -1.54343242e-01   1.17933221e-02   9.92239237e-02
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   -2.15049041e-02  -1.26206458e-01]
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   -1.61272293e-01  -1.97265900e-01]
 [ -1.55824558e-01   6.72401015e-03   6.25143672e-02   2.33822930e-02
   -1.76156057e-01  -2.20341040e-01  -1.81181675e-01  -1.96925064e-01
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 [ -2.22228905e-01  -1.70881172e-01   1.17635205e-01   2.66829677e-01
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   -2.13280388e-01  -2.25199993e-03]
 [  1.20874870e-01  -5.12996210e-02  -1.56432119e-02   1.26446517e-01
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 [  3.45521332e-02  -4.74114564e-02  -2.12480020e-01   1.44869053e-01
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   -9.71385564e-02  -7.35341468e-03]
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 [ -7.10479804e-02  -3.58119963e-02   2.75806494e-01   9.64327534e-02
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 [  4.67387646e-02  -3.28506187e-02   8.41897885e-02   8.02082562e-02
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   -4.11907137e-02  -7.41785302e-02]
 [  5.47279108e-03  -1.54249376e-01  -2.90966073e-01  -5.05390098e-02
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 [  4.82336190e-02  -3.98536574e-03  -1.19824654e-01   3.68784493e-02
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   -1.68625290e-01  -6.39811812e-02]
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   -1.73041249e-01  -3.60272964e-01]
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 [  1.87628947e-02  -3.84216522e-01  -3.93554663e-02  -9.80116167e-02
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   -3.54933139e-01  -2.05696456e-01]
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 [  3.38460785e-01   2.79859644e-01  -8.88945181e-02   3.01996529e-01
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 [  5.35635149e-02   1.60398893e-01   2.55719894e-01   2.60613652e-01
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 [  2.75625219e-02  -4.13053558e-02  -1.16321677e-01  -4.87424969e-02
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 [  2.05611837e-02   4.43899526e-02   2.41155587e-01   6.24179796e-02
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   -2.94267042e-02  -1.04135590e-01]
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   -3.58983394e-02   1.55929619e-01]
 [  2.11126904e-01   3.73754710e-02   2.42156919e-02   6.78280636e-02
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   -6.48964242e-02  -3.18543894e-02]
 [  2.79141140e-02  -5.60367189e-02   1.04236209e-02   2.11042795e-02
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 [  2.55746489e-01   2.86834807e-01   2.43679401e-01   1.36582199e-01
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   -2.76127383e-01  -9.46589180e-02]
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 [  1.84643732e-02  -3.46335983e-01  -1.23194494e-01  -1.50771172e-01
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 [  1.46287873e-01  -1.52751977e-01  -1.39247090e-01  -2.09392683e-03
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 [ -1.16131253e-01   1.52540651e-01   2.59743826e-01  -1.79969781e-02
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   -1.18519727e-01  -5.63929086e-02]
 [ -3.54603110e-01   8.13017283e-02   9.28527014e-03  -3.62939769e-02
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   -9.79455148e-02   7.15488721e-02]
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   -4.18011688e-03  -1.90131687e-01]
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    1.81438499e-01  -8.64400144e-03]
 [  1.72408457e-02  -1.34305373e-01   2.12739291e-01  -2.22300619e-01
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    3.51363153e-02   2.46684312e-01]]
[[ 0.55889202]
 [ 1.41417774]
 [ 0.27712123]
 [ 0.80632522]
 [-2.4883387 ]
 [-0.27237432]
 [-1.49942757]
 [ 0.03497198]
 [ 0.63182985]
 [ 0.84429057]]
Progress: 19.5% ... Training loss: 0.306 ... Validation loss: 0.483[[  1.60067559e-01   2.20629529e-01  -1.11565146e-01   1.04508177e-01
   -5.09948362e-01  -6.91224137e-02  -6.22370544e-02   1.23837753e-01
   -7.53867279e-02   1.89859173e-01]
 [  1.29424401e-02   1.63096572e-01  -2.09094943e-02   3.70076185e-02
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    1.36601318e-01  -3.19821873e-02]
 [  1.89273270e-01   4.34047744e-01   2.56231246e-02   7.49710204e-02
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    9.09001863e-02   3.22859010e-01]
 [ -2.95687054e-02  -3.12219288e-01  -2.42678583e-01   1.83392630e-02
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    1.07414160e-02   9.82277116e-02]
 [ -1.02724562e-03   1.76187843e-01  -1.44647257e-01   4.54744700e-02
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   -1.82925590e-01   2.06423528e-02]
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   -5.78999353e-03   2.54295905e-02]
 [ -9.02953410e-04  -1.57813348e-01   1.10403803e-02   9.70588915e-02
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   -2.25273467e-02  -1.27618712e-01]
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   -1.62225390e-01  -1.98552329e-01]
 [ -1.55824558e-01   6.72401015e-03   6.25143672e-02   2.33822930e-02
   -1.76156057e-01  -2.20341040e-01  -1.81181675e-01  -1.96925064e-01
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 [ -2.22452721e-01  -1.71344043e-01   1.17521924e-01   2.66469230e-01
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   -9.72360095e-02  -7.48714390e-03]
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 [ -7.06743358e-02  -3.47648485e-02   2.75976711e-01   9.69772361e-02
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[[ 0.55999386]
 [ 1.41732752]
 [ 0.27667906]
 [ 0.80724534]
 [-2.49270299]
 [-0.2746066 ]
 [-1.50463457]
 [ 0.03616697]
 [ 0.6310723 ]
 [ 0.84614676]]
Progress: 19.6% ... Training loss: 0.307 ... Validation loss: 0.479[[  1.58827170e-01   2.16663773e-01  -1.12248118e-01   1.02286513e-01
   -5.02612688e-01  -6.83908646e-02  -5.84438725e-02   1.23746919e-01
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 [  1.84312286e-01   4.23004018e-01   2.29570989e-02   6.66934994e-02
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   -1.94887542e-01   9.88598796e-02]
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   -1.86612481e-01   7.54073230e-02   1.01170102e-01  -2.71367552e-01
   -2.97874276e-02  -1.04569812e-01]
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   -3.61955620e-02   1.55609685e-01]
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   -6.58630860e-02  -3.31609599e-02]
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 [  2.55038305e-01   2.85247871e-01   2.43340700e-01   1.35608161e-01
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 [  1.46663411e-01  -1.52082137e-01  -1.39081125e-01  -1.57320973e-03
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 [ -3.54189141e-01   8.16775857e-02   9.51332025e-03  -3.58068056e-02
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   -4.91712747e-03  -1.91049442e-01]
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 [ -1.07989864e-01  -4.26659078e-02   1.19332405e-01   1.04093040e-01
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    1.81643469e-01  -8.19320136e-03]
 [  1.60681125e-02  -1.37018894e-01   2.12145361e-01  -2.23931321e-01
    5.48634011e-02   1.08198500e-01   1.76038619e-02  -1.13440897e-01
    3.38953467e-02   2.44955104e-01]]
[[ 0.54929245]
 [ 1.40238272]
 [ 0.26685641]
 [ 0.79864472]
 [-2.50131881]
 [-0.27767269]
 [-1.50643545]
 [ 0.03012613]
 [ 0.62473406]
 [ 0.83637945]]
Progress: 19.6% ... Training loss: 0.305 ... Validation loss: 0.490[[  1.58790487e-01   2.16520799e-01  -1.12241980e-01   1.02277852e-01
   -5.02938281e-01  -6.84430555e-02  -5.84119128e-02   1.23742611e-01
   -7.69870779e-02   1.87841004e-01]
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 [  1.83268262e-01   4.20755255e-01   2.23588007e-02   6.51052530e-02
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    8.34130680e-02   3.13358962e-01]
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   -3.09516844e-03   1.64814616e-01   1.29966311e-01   5.58852016e-02
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   -2.31811751e-02  -1.28650663e-01]
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   -1.61658222e-01  -1.97862762e-01]
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 [  4.66684898e-02  -3.33039604e-02   8.41299467e-02   7.99603695e-02
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   -4.12943779e-02  -7.43992826e-02]
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 [  4.98097366e-02  -2.55488222e-04  -1.18960770e-01   3.94662969e-02
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   -1.66550755e-01  -6.15959691e-02]
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 [  5.39089191e-02   1.61213300e-01   2.55908723e-01   2.61085254e-01
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    3.33011367e-02   2.44282738e-01]]
[[ 0.55090458]
 [ 1.40301718]
 [ 0.2685944 ]
 [ 0.80008147]
 [-2.49886896]
 [-0.27504069]
 [-1.5015762 ]
 [ 0.03156582]
 [ 0.62523535]
 [ 0.83663115]]
Progress: 19.6% ... Training loss: 0.305 ... Validation loss: 0.491[[  1.60769416e-01   2.21141132e-01  -1.11265381e-01   1.05012433e-01
   -5.10296341e-01  -6.93961018e-02  -6.33835325e-02   1.23862471e-01
   -7.46554547e-02   1.90807381e-01]
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 [  1.85728390e-01   4.27121821e-01   2.34719477e-02   6.83489370e-02
    1.39822130e-01  -4.79917417e-02  -5.13803655e-01  -3.52550394e-02
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   -2.59207313e-03   1.64834657e-01   1.29657432e-01   5.58773618e-02
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   -1.88383550e-01   1.26924167e-02]
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   -3.60065430e-03   2.79701772e-02]
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   -1.61743942e-01  -1.97981756e-01]
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   -3.94510922e-02  -7.20314562e-02]
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   -6.56571562e-02  -3.30096679e-02]
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    1.82804024e-01  -6.68834441e-03]
 [  1.65778876e-02  -1.36489072e-01   2.12371672e-01  -2.23085872e-01
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[[ 0.56532785]
 [ 1.41903749]
 [ 0.28128162]
 [ 0.81443838]
 [-2.49103895]
 [-0.26459457]
 [-1.49334279]
 [ 0.04386739]
 [ 0.63889658]
 [ 0.85174314]]
Progress: 19.7% ... Training loss: 0.308 ... Validation loss: 0.491[[  1.58233757e-01   2.14589767e-01  -1.12472889e-01   1.01128307e-01
   -5.00171387e-01  -6.81147322e-02  -5.70474996e-02   1.23657746e-01
   -7.75672283e-02   1.86890515e-01]
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   -3.52095450e-03   2.79544940e-02]
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   -1.63436961e-01  -2.00353370e-01]
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 [  1.59569928e-02  -1.37924779e-01   2.12084129e-01  -2.24092107e-01
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[[ 0.54383534]
 [ 1.4018229 ]
 [ 0.26127601]
 [ 0.79323395]
 [-2.5100061 ]
 [-0.28404548]
 [-1.51144916]
 [ 0.02387348]
 [ 0.61373371]
 [ 0.82995461]]
Progress: 19.8% ... Training loss: 0.309 ... Validation loss: 0.493[[  1.58868038e-01   2.16006309e-01  -1.12204287e-01   1.02099879e-01
   -5.03945020e-01  -6.84678729e-02  -5.89029255e-02   1.23690802e-01
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 [  1.86842645e-01   4.30102142e-01   2.36909610e-02   6.91105488e-02
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    8.69477847e-02   3.17775651e-01]
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 [  9.80124866e-04   1.80371612e-01  -1.43703229e-01   4.87641867e-02
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 [  2.08418365e-02   4.52857241e-02   2.41256917e-01   6.28159889e-02
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   -1.94729608e-01   9.88997991e-02]
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   -1.86601714e-01   7.53995720e-02   1.01175003e-01  -2.71362360e-01
   -2.97926835e-02  -1.04640838e-01]
 [ -2.45948769e-02   5.16046479e-02   7.85669043e-02  -4.79340706e-02
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   -3.49213809e-02   1.57030552e-01]
 [  2.10186266e-01   3.54085906e-02   2.37608047e-02   6.64849832e-02
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   -6.59104502e-02  -3.33837460e-02]
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 [  2.56407718e-01   2.88641074e-01   2.44051384e-01   1.37753448e-01
   -3.82911656e-01   8.32020411e-02  -1.99668991e-01   1.62493882e-01
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   -3.82112538e-02   4.53821274e-02]
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 [  1.44880860e-01  -1.56387933e-01  -1.39930874e-01  -4.02477145e-03
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 [ -1.16904240e-01   1.50126387e-01   2.59393464e-01  -1.89864012e-02
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   -1.19138042e-01  -5.75710680e-02]
 [ -3.54811708e-01   7.89418246e-02   9.22671395e-03  -3.67658012e-02
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   -9.81545206e-02   7.08891385e-02]
 [  1.48697521e-01   1.00111077e-01  -2.38334445e-01  -9.28656127e-02
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   -3.91286837e-03  -1.89782673e-01]
 [  2.07770943e-01  -1.53213403e-01   5.98598542e-02  -2.98309550e-02
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    1.06245066e-01  -1.85592707e-01]
 [ -1.06972993e-01  -4.05152074e-02   1.19826862e-01   1.05547879e-01
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    1.82860309e-01  -6.79373319e-03]
 [  1.73989492e-02  -1.34130739e-01   2.12727262e-01  -2.21818030e-01
    4.75180465e-02   1.07445244e-01   1.34955201e-02  -1.13391909e-01
    3.55699122e-02   2.46917113e-01]]
[[ 0.55289965]
 [ 1.41167113]
 [ 0.27098685]
 [ 0.80085222]
 [-2.50442153]
 [-0.27781762]
 [-1.50755179]
 [ 0.03063075]
 [ 0.62096238]
 [ 0.84029374]]
Progress: 19.8% ... Training loss: 0.305 ... Validation loss: 0.484[[  1.61588112e-01   2.23242323e-01  -1.10890834e-01   1.06169678e-01
   -5.15552047e-01  -6.98293018e-02  -6.60269934e-02   1.23844540e-01
   -7.37812381e-02   1.91378385e-01]
 [  1.19609111e-02   1.60894871e-01  -2.13716740e-02   3.58097093e-02
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    1.35735362e-01  -3.33418862e-02]
 [  1.86921197e-01   4.31156374e-01   2.36309058e-02   6.87680674e-02
    1.36804460e-01  -4.83958444e-02  -5.18918778e-01  -3.53279021e-02
    8.66939185e-02   3.17575130e-01]
 [ -2.51982973e-02  -3.03555897e-01  -2.40324113e-01   2.48599006e-02
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    1.59505538e-02   1.06123350e-01]
 [ -1.59295857e-03   1.74870857e-01  -1.44928942e-01   4.49545148e-02
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   -1.83467404e-01   1.97576442e-02]
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   -5.18810448e-03   2.56634247e-02]
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   -2.09816259e-02  -1.25705084e-01]
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   -1.63517182e-01  -2.00512811e-01]
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   -1.76156057e-01  -2.20341040e-01  -1.81181675e-01  -1.96925064e-01
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 [ -2.22655102e-01  -1.72422780e-01   1.17580553e-01   2.66709239e-01
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   -2.13458513e-01  -2.63981723e-03]
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   -9.59564332e-02  -6.09631730e-03]
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 [  4.96715099e-02  -2.70070150e-02   8.55446528e-02   8.41716953e-02
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   -3.78157231e-02  -7.00430460e-02]
 [  2.87711072e-03  -1.61284493e-01  -2.92461746e-01  -5.50341384e-02
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 [  4.98061534e-02  -5.36680417e-04  -1.18973339e-01   3.94898158e-02
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   -1.66509866e-01  -6.17625948e-02]
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   -1.73183623e-01  -3.60578738e-01]
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 [  1.89298474e-02  -3.84611216e-01  -3.93108489e-02  -9.77495881e-02
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   -3.54754635e-01  -2.05568773e-01]
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   -7.63153058e-02  -1.19005194e-01]
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 [  3.38673526e-01   2.79999268e-01  -8.88643617e-02   3.01931686e-01
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 [  5.40445360e-02   1.61178604e-01   2.55998265e-01   2.61344788e-01
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   -3.36867077e-02   1.58587290e-01]
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   -6.55938694e-02  -3.30183077e-02]
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    1.83360913e-01  -6.04983424e-03]
 [  1.74799033e-02  -1.34337408e-01   2.12704436e-01  -2.21736585e-01
    4.61258566e-02   1.07439283e-01   1.36636035e-02  -1.13392221e-01
    3.56006088e-02   2.46941076e-01]]
[[ 0.56082247]
 [ 1.41871721]
 [ 0.27675945]
 [ 0.80805404]
 [-2.50056582]
 [-0.27029229]
 [-1.50173252]
 [ 0.03803963]
 [ 0.63033398]
 [ 0.84910695]]
Progress: 19.9% ... Training loss: 0.305 ... Validation loss: 0.483[[  1.60439282e-01   2.19795218e-01  -1.11403115e-01   1.04539116e-01
   -5.11119128e-01  -6.93006843e-02  -6.28185012e-02   1.23763727e-01
   -7.50562001e-02   1.89545483e-01]
 [  1.21809922e-02   1.61288822e-01  -2.12580969e-02   3.61567826e-02
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 [  1.84131585e-01   4.25521276e-01   2.21838610e-02   6.41739730e-02
    1.49254301e-01  -4.69474833e-02  -5.13028142e-01  -3.55371116e-02
    8.34218541e-02   3.13642068e-01]
 [ -2.35554593e-02  -3.00251381e-01  -2.39343113e-01   2.75981582e-02
   -1.94463655e-03   1.64868686e-01   1.32398433e-01   5.58506184e-02
    1.79167378e-02   1.08613029e-01]
 [ -2.34691957e-03   1.73129134e-01  -1.45303238e-01   4.39412335e-02
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   -1.84354198e-01   1.86294476e-02]
 [ -3.53231353e-01  -3.61107441e-01  -2.87410034e-01   1.53729143e-01
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   -4.94113146e-03   2.58157749e-02]
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   -1.64062558e-01  -2.01307238e-01]
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   -1.76156057e-01  -2.20341040e-01  -1.81181675e-01  -1.96925064e-01
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 [ -2.22593976e-01  -1.72561569e-01   1.17600088e-01   2.66807185e-01
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   -2.13429699e-01  -2.65494182e-03]
 [  1.21290045e-01  -5.23134607e-02  -1.53890969e-02   1.27471582e-01
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 [  3.50479783e-02  -4.77861171e-02  -2.12262914e-01   1.45696199e-01
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 [  4.94658423e-02  -2.77035439e-02   8.54723196e-02   8.38545531e-02
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   -3.80141497e-02  -7.02727209e-02]
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 [  4.91301633e-02  -2.38409305e-03  -1.19332498e-01   3.84257483e-02
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 [  1.90788024e-02  -3.84848916e-01  -3.92470936e-02  -9.75471991e-02
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   -3.54613194e-01  -2.05455146e-01]
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 [  3.37898509e-01   2.77947106e-01  -8.92295776e-02   3.00807846e-01
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 [  5.38720783e-02   1.60804119e-01   2.55915021e-01   2.61096388e-01
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 [  2.72814390e-02  -4.28096018e-02  -1.16504516e-01  -4.92741686e-02
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   -2.87417619e-02  -1.03267180e-01]
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   -3.40025317e-02   1.58170291e-01]
 [  2.10249910e-01   3.55449274e-02   2.37851317e-02   6.65750426e-02
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   -6.58433304e-02  -3.33494800e-02]
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 [  1.44298371e-01  -1.58346465e-01  -1.40193080e-01  -4.76201052e-03
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   -1.19461610e-01  -5.79858665e-02]
 [ -3.54268147e-01   8.00438538e-02   9.50919062e-03  -3.60230563e-02
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    1.81701902e-01  -8.29241903e-03]
 [  1.70197608e-02  -1.35785884e-01   2.12460406e-01  -2.22434901e-01
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[[ 0.54520187]
 [ 1.40345574]
 [ 0.26323572]
 [ 0.79280013]
 [-2.51428572]
 [-0.28095076]
 [-1.51328448]
 [ 0.02416097]
 [ 0.6144367 ]
 [ 0.83335506]]
Progress: 19.9% ... Training loss: 0.308 ... Validation loss: 0.492[[  1.62370586e-01   2.24590985e-01  -1.10317958e-01   1.07579519e-01
   -5.20977469e-01  -7.03060526e-02  -6.80098891e-02   1.23853368e-01
   -7.27424291e-02   1.92398340e-01]
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 [  1.85039238e-01   4.29762655e-01   2.27310274e-02   6.52026136e-02
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 [ -2.45761650e-03   1.72310480e-01  -1.45390678e-01   4.37136558e-02
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   -4.62725751e-03   2.61453571e-02]
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   -2.11002560e-02  -1.25937009e-01]
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   -1.63504111e-01  -2.00603440e-01]
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   -3.90606247e-02   8.85536107e-02  -7.82069109e-02  -2.00170264e-02
   -9.69595181e-02  -7.47295429e-03]
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 [  1.77343237e-02  -1.34061351e-01   2.12816682e-01  -2.21403021e-01
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[[ 0.55881951]
 [ 1.41563565]
 [ 0.27430714]
 [ 0.80562357]
 [-2.5022799 ]
 [-0.26949429]
 [-1.50237928]
 [ 0.03677588]
 [ 0.62823528]
 [ 0.84713775]]
Progress: 19.9% ... Training loss: 0.304 ... Validation loss: 0.487[[  1.62941040e-01   2.25796306e-01  -1.09965432e-01   1.08396534e-01
   -5.21528384e-01  -7.06651638e-02  -6.98157697e-02   1.23903612e-01
   -7.19213557e-02   1.93301720e-01]
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 [  1.85938610e-01   4.32673347e-01   2.31855394e-02   6.63533520e-02
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 [  2.01577108e-02   4.37597001e-02   2.40919835e-01   6.18326988e-02
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   -1.95465487e-01   9.78592592e-02]
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   -1.92151560e-01   7.47352851e-02   9.78332531e-02  -2.71289162e-01
   -2.83355642e-02  -1.02714877e-01]
 [ -2.31493080e-02   5.52821680e-02   7.92290981e-02  -4.59546514e-02
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   -3.34277065e-02   1.58918463e-01]
 [  2.10193629e-01   3.53846444e-02   2.37474003e-02   6.63596808e-02
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   -6.59831318e-02  -3.35076966e-02]
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 [  2.57442107e-01   2.91289062e-01   2.44590830e-01   1.39380758e-01
   -3.87498880e-01   8.26264041e-02  -2.02805027e-01   1.62539259e-01
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   -3.73225950e-02   4.64961405e-02]
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 [  1.81194305e-02  -3.47931298e-01  -1.23382670e-01  -1.51290191e-01
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   -1.56973364e-01  -2.09284087e-01]
 [  1.44701714e-01  -1.57627222e-01  -1.40034145e-01  -4.14590741e-03
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 [ -1.17304113e-01   1.48929255e-01   2.59253271e-01  -1.92456030e-02
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   -1.19487053e-01  -5.82274902e-02]
 [ -3.53791130e-01   8.09963162e-02   9.75120589e-03  -3.52800787e-02
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   -9.70479375e-02   7.22812801e-02]
 [  1.49985196e-01   1.02840320e-01  -2.37594720e-01  -9.06996098e-02
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   -2.42857268e-03  -1.87822001e-01]
 [  2.07834223e-01  -1.53257581e-01   6.00388345e-02  -2.95674968e-02
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    1.06576327e-01  -1.85464397e-01]
 [ -1.08727322e-01  -4.50661926e-02   1.19005494e-01   1.02939677e-01
    4.98481041e-02  -1.09882772e-01   2.49559320e-01  -7.75070630e-02
    1.80821502e-01  -9.49848186e-03]
 [  1.79784970e-02  -1.34091180e-01   2.12895160e-01  -2.21144194e-01
    4.35464262e-02   1.07214219e-01   1.25550759e-02  -1.13389573e-01
    3.62809733e-02   2.47794213e-01]]
[[ 0.56005237]
 [ 1.414808  ]
 [ 0.27319654]
 [ 0.8055134 ]
 [-2.50674706]
 [-0.26815677]
 [-1.50367958]
 [ 0.03837173]
 [ 0.62725934]
 [ 0.84759413]]
Progress: 20.0% ... Training loss: 0.304 ... Validation loss: 0.488[[  1.60332414e-01   2.18213139e-01  -1.11306610e-01   1.04306332e-01
   -5.08884090e-01  -6.92796045e-02  -6.24030196e-02   1.23720445e-01
   -7.51528819e-02   1.89198156e-01]
 [  1.19940534e-02   1.60628357e-01  -2.13628279e-02   3.60408238e-02
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    1.35751584e-01  -3.33812673e-02]
 [  1.82040159e-01   4.23576450e-01   2.12461023e-02   6.03027280e-02
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    8.11184423e-02   3.10631394e-01]
 [ -2.36988025e-02  -3.01342639e-01  -2.39321766e-01   2.74326264e-02
   -1.04450338e-03   1.64888858e-01   1.33070470e-01   5.58082833e-02
    1.75286720e-02   1.09246435e-01]
 [ -7.97571698e-03   1.58377842e-01  -1.47956934e-01   3.60317858e-02
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   -1.90518240e-01   9.52039773e-03]
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   -5.16205733e-03   2.51205933e-02]
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   -2.28216310e-02  -1.28261667e-01]
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   -1.64884797e-01  -2.02528469e-01]
 [ -1.55824558e-01   6.72401015e-03   6.25143672e-02   2.33822930e-02
   -1.76156057e-01  -2.20341040e-01  -1.81181675e-01  -1.96925064e-01
    8.84622627e-02   1.75987440e-01]
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   -1.07637014e-01  -8.15406351e-02  -9.22225891e-02  -2.55370384e-01
   -2.14202140e-01  -3.82110747e-03]
 [  1.21906915e-01  -5.20274303e-02  -1.50708216e-02   1.28556495e-01
   -3.50717517e-02  -8.87777594e-02   1.11838635e-01   4.54151200e-03
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 [  3.44131979e-02  -5.00134888e-02  -2.12572825e-01   1.44744114e-01
   -3.77007854e-02   8.86418076e-02  -7.74687308e-02  -2.00284709e-02
   -9.71605359e-02  -7.88899469e-03]
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 [ -7.26979820e-02  -3.93055815e-02   2.74885339e-01   9.40117050e-02
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 [  4.84605755e-02  -3.08564024e-02   8.49532938e-02   8.22218143e-02
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   -3.92033265e-02  -7.19079618e-02]
 [  2.00902439e-03  -1.63257888e-01  -2.92967400e-01  -5.64704107e-02
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    1.01302730e-01  -3.71942427e-02]
 [  5.09616422e-02   1.72252134e-03  -1.18332651e-01   4.11584200e-02
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   -1.65068943e-01  -6.02689509e-02]
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 [ -9.64071132e-02   1.86457044e-02  -1.44829581e-02   2.54077239e-02
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   -1.72540877e-01  -3.59870940e-01]
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 [  1.87669269e-02  -3.86128309e-01  -3.93968934e-02  -9.79964331e-02
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   -3.54983749e-01  -2.06029486e-01]
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   -5.10383930e-02   1.01089400e-01]
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   -7.69045757e-02  -1.19816032e-01]
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   -2.31625792e-01   2.33140233e-03]
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 [  3.38816915e-01   2.79322172e-01  -8.88306553e-02   3.01661749e-01
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 [  5.37968802e-02   1.60690996e-01   2.55872712e-01   2.60964148e-01
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   -1.32035226e-01  -2.76916920e-01]
 [  2.65068297e-02  -4.47702797e-02  -1.16872231e-01  -5.04283207e-02
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 [  1.98429314e-02   4.29694444e-02   2.40760272e-01   6.13648142e-02
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   -1.95798931e-01   9.73761081e-02]
 [  6.10865501e-02   7.23235667e-04   1.03178536e-01  -6.94171059e-03
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   -3.39650057e-02   1.58343689e-01]
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   -6.62853937e-02  -3.39127676e-02]
 [  2.84472692e-02  -5.45813457e-02   1.06917252e-02   2.18502013e-02
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   -1.57182459e-01  -2.09537882e-01]
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    4.93873431e-02  -1.10070986e-01   2.48445255e-01  -7.74823064e-02
    1.81014192e-01  -8.92538689e-03]
 [  1.70184467e-02  -1.36351740e-01   2.12400162e-01  -2.22597358e-01
    4.71537873e-02   1.07706541e-01   1.52543704e-02  -1.13457197e-01
    3.51696165e-02   2.46328888e-01]]
[[ 0.54641439]
 [ 1.40216324]
 [ 0.26233767]
 [ 0.79225932]
 [-2.52261822]
 [-0.27991514]
 [-1.51528112]
 [ 0.02467533]
 [ 0.61545519]
 [ 0.83083927]]
Progress: 20.1% ... Training loss: 0.309 ... Validation loss: 0.495[[  1.62364746e-01   2.22917676e-01  -1.10174727e-01   1.07723047e-01
   -5.19123149e-01  -7.03728099e-02  -6.79297497e-02   1.23827451e-01
   -7.26071859e-02   1.92309480e-01]
 [  1.21620903e-02   1.61022704e-01  -2.12491676e-02   3.63687302e-02
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 [  1.88155785e-01   4.39297482e-01   2.43353940e-02   6.95460497e-02
    1.29444303e-01  -4.90297268e-02  -5.27752622e-01  -3.54092518e-02
    8.83903058e-02   3.19918658e-01]
 [ -2.41757709e-02  -3.02646496e-01  -2.39529908e-01   2.69048465e-02
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    1.68045753e-02   1.08711154e-01]
 [ -9.91904852e-03   1.52087473e-01  -1.48785851e-01   3.34416027e-02
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   -1.92568954e-01   6.68840950e-03]
 [ -3.53868651e-01  -3.65187673e-01  -2.87729461e-01   1.53492405e-01
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   -5.48998306e-03   2.46149168e-02]
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   -2.18572427e-02  -1.26913297e-01]
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   -1.64422624e-01  -2.02011609e-01]
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   -1.76154509e-01  -2.20340867e-01  -1.81181045e-01  -1.96925079e-01
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 [ -2.23318900e-01  -1.75313655e-01   1.17264205e-01   2.66237125e-01
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   -2.14143511e-01  -3.77246455e-03]
 [  1.21530931e-01  -5.27543130e-02  -1.52483338e-02   1.27995616e-01
   -3.32627519e-02  -8.85837454e-02   1.12813720e-01   4.52443139e-03
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   -9.70022817e-02  -7.71915957e-03]
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 [ -7.31910836e-02  -4.06566412e-02   2.74655816e-01   9.32975488e-02
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 [  4.90655405e-02  -2.93926531e-02   8.52911308e-02   8.31292729e-02
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   -3.84772007e-02  -7.09793915e-02]
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 [  3.39448545e-01   2.81136653e-01  -8.84770349e-02   3.02702026e-01
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 [  5.41285505e-02   1.61489993e-01   2.56037976e-01   2.61453445e-01
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 [  2.10498775e-01   3.62456251e-02   2.39072623e-02   6.68402356e-02
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   -6.55999502e-02  -3.29653081e-02]
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 [  1.45033474e-01  -1.57268835e-01  -1.39886828e-01  -3.33839835e-03
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 [  1.92662855e-02  -1.30643306e-01   2.13447771e-01  -2.19273476e-01
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[[ 0.57342207]
 [ 1.42478244]
 [ 0.28386336]
 [ 0.81376125]
 [-2.5026368 ]
 [-0.26232828]
 [-1.50029743]
 [ 0.04624783]
 [ 0.6398939 ]
 [ 0.85741732]]
Progress: 20.1% ... Training loss: 0.311 ... Validation loss: 0.483[[  1.59933412e-01   2.16284586e-01  -1.11464360e-01   1.04013787e-01
   -5.07689338e-01  -6.91746871e-02  -6.14521560e-02   1.23612832e-01
   -7.54971342e-02   1.88135588e-01]
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 [  1.85725936e-01   4.32994434e-01   2.30314545e-02   6.57150588e-02
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   -3.42185466e-03   1.64619265e-01   1.32217499e-01   5.58673444e-02
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   -1.94871241e-01   3.65731169e-03]
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   -6.20584168e-03   2.36555862e-02]
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   -1.64918466e-01  -2.02674442e-01]
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   -1.76154509e-01  -2.20340867e-01  -1.81181045e-01  -1.96925079e-01
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[[ 0.55138792]
 [ 1.40496399]
 [ 0.26445657]
 [ 0.79169049]
 [-2.52513838]
 [-0.27809251]
 [-1.52022989]
 [ 0.02761446]
 [ 0.61906603]
 [ 0.83696334]]
Progress: 20.1% ... Training loss: 0.309 ... Validation loss: 0.494[[  1.63035278e-01   2.23215495e-01  -1.09940307e-01   1.08639483e-01
   -5.21838616e-01  -7.06886999e-02  -6.92780193e-02   1.23776201e-01
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   -1.94502789e-01   9.90851763e-02]
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   -1.98215142e-01   7.40199975e-02   9.41811551e-02  -2.71226509e-01
   -2.68209805e-02  -1.00662239e-01]
 [ -2.35620808e-02   5.44319696e-02   7.89711147e-02  -4.66765290e-02
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   -3.40379200e-02   1.58135344e-01]
 [  2.09432912e-01   3.35198026e-02   2.33631253e-02   6.51518567e-02
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   -6.69133377e-02  -3.46947721e-02]
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 [  2.58080191e-01   2.93286313e-01   2.44956402e-01   1.40493235e-01
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 [  1.80626786e-02  -3.48407017e-01  -1.23432950e-01  -1.51371590e-01
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 [  1.44663539e-01  -1.58972996e-01  -1.40170422e-01  -3.81706027e-03
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 [ -3.54458214e-01   7.83586492e-02   9.39479986e-03  -3.65153510e-02
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 [  1.50441610e-01   1.02518265e-01  -2.37277170e-01  -8.97851954e-02
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   -1.69354885e-03  -1.86968283e-01]
 [  2.05969100e-01  -1.58455026e-01   5.90944445e-02  -3.24072155e-02
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    1.04376810e-01  -1.88417042e-01]
 [ -1.06403442e-01  -4.02889066e-02   1.20154877e-01   1.06144323e-01
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    1.83154855e-01  -5.96046865e-03]
 [  2.02693732e-02  -1.28279048e-01   2.13951652e-01  -2.17723559e-01
    3.20212793e-02   1.06098037e-01   6.48989346e-03  -1.13284714e-01
    3.88857497e-02   2.50991148e-01]]
[[ 0.57246191]
 [ 1.42497497]
 [ 0.28470286]
 [ 0.81430871]
 [-2.50624106]
 [-0.25931168]
 [-1.49911603]
 [ 0.04831738]
 [ 0.64140909]
 [ 0.86080894]]
Progress: 20.2% ... Training loss: 0.312 ... Validation loss: 0.487[[  1.61368040e-01   2.19280035e-01  -1.10872173e-01   1.06150390e-01
   -5.14464082e-01  -6.99559765e-02  -6.52227189e-02   1.23626762e-01
   -7.38744623e-02   1.90108264e-01]
 [  1.20440251e-02   1.60946098e-01  -2.13037569e-02   3.62360519e-02
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    1.35878433e-01  -3.31965540e-02]
 [  1.85879506e-01   4.33890245e-01   2.26069009e-02   6.44662442e-02
    1.41386304e-01  -4.74378640e-02  -5.23117404e-01  -3.57279003e-02
    8.47084537e-02   3.14994460e-01]
 [ -2.35971169e-02  -3.01295677e-01  -2.38996889e-01   2.83322499e-02
   -7.27142366e-04   1.64668068e-01   1.32426658e-01   5.57956411e-02
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 [ -8.13724475e-03   1.52495424e-01  -1.47858875e-01   3.55656817e-02
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   -1.90764484e-01   8.50934076e-03]
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   -5.22901351e-03   2.47934513e-02]
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   -1.64782675e-01  -2.02523849e-01]
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   -1.76154509e-01  -2.20340867e-01  -1.81181045e-01  -1.96925079e-01
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   -9.77121823e-02  -8.62309639e-03]
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 [ -7.38566214e-02  -4.32500788e-02   2.74251012e-01   9.23485673e-02
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 [  4.83828501e-02  -3.11234390e-02   8.49386078e-02   8.20761851e-02
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   -3.92691837e-02  -7.22918110e-02]
 [  4.34380683e-03  -1.58274954e-01  -2.91919237e-01  -5.31485159e-02
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 [  5.09960314e-02   1.23001958e-03  -1.18339244e-01   4.12548354e-02
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   -1.73560322e-01  -3.61313611e-01]
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 [  1.85709923e-02  -3.87243573e-01  -3.95318667e-02  -9.83215858e-02
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   -3.55245788e-01  -2.06416104e-01]
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 [  3.38057793e-01   2.77498263e-01  -8.92555235e-02   3.00622289e-01
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 [  5.37168717e-02   1.60285329e-01   2.55839264e-01   2.60834727e-01
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 [  2.04271450e-02   4.46656673e-02   2.40986793e-01   6.22767824e-02
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   -3.38285727e-02   1.58320728e-01]
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   -6.70916515e-02  -3.49164230e-02]
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   -3.45732066e-03  -1.89202083e-01]
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    1.03773608e-01  -1.89234122e-01]
 [ -1.06548290e-01  -4.09836102e-02   1.20091500e-01   1.05870824e-01
    4.21711530e-02  -1.11006371e-01   2.43805190e-01  -7.74056317e-02
    1.83019760e-01  -6.13197542e-03]
 [  2.01328638e-02  -1.28485992e-01   2.13875614e-01  -2.17753713e-01
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    3.89096675e-02   2.50704808e-01]]
[[ 0.55714152]
 [ 1.41474585]
 [ 0.27222696]
 [ 0.80028973]
 [-2.52053459]
 [-0.27185197]
 [-1.51295197]
 [ 0.03333433]
 [ 0.6267342 ]
 [ 0.84598421]]
Progress: 20.2% ... Training loss: 0.304 ... Validation loss: 0.485[[  1.59828040e-01   2.14912033e-01  -1.11641181e-01   1.03745263e-01
   -5.07017048e-01  -6.91308460e-02  -6.10823177e-02   1.23532728e-01
   -7.55525741e-02   1.87629806e-01]
 [  1.19139149e-02   1.60596563e-01  -2.13778209e-02   3.60541519e-02
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 [  1.83822867e-01   4.29125027e-01   2.14334084e-02   6.09696217e-02
    1.50679950e-01  -4.63266203e-02  -5.17837120e-01  -3.58691611e-02
    8.22410177e-02   3.11498624e-01]
 [ -2.52163928e-02  -3.05193725e-01  -2.39732584e-01   2.59814074e-02
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 [ -6.71637582e-03   1.56168851e-01  -1.47160017e-01   3.77795328e-02
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   -1.89058191e-01   1.06164639e-02]
 [ -3.54409627e-01  -3.68358287e-01  -2.87843358e-01   1.53488808e-01
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   -5.71646673e-03   2.40822821e-02]
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   -2.04983662e-02  -1.25358116e-01]
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   -1.66253779e-01  -2.04541816e-01]
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   -1.76154509e-01  -2.20340867e-01  -1.81181045e-01  -1.96925079e-01
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 [ -2.22544029e-01  -1.74178314e-01   1.17791972e-01   2.67760205e-01
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   -2.13013860e-01  -2.41233180e-03]
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 [ -7.32776551e-02  -4.19941431e-02   2.74541395e-01   9.31477971e-02
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 [  4.82340393e-02  -3.17320513e-02   8.48346038e-02   8.18134727e-02
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   -3.94603513e-02  -7.26020268e-02]
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   -1.65235639e-01  -6.06413013e-02]
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   -7.75657268e-02  -1.20652962e-01]
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 [  3.38537306e-01   2.78837909e-01  -8.90248820e-02   3.01296122e-01
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 [  5.33206649e-02   1.59248637e-01   2.55649846e-01   2.60249596e-01
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   -2.71518389e-02  -1.01141394e-01]
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   -3.32070078e-02   1.59129285e-01]
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   -6.74189143e-02  -3.53606984e-02]
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 [  1.44154248e-01  -1.60428621e-01  -1.40392031e-01  -4.31790030e-03
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   -1.00068106e-01   6.79988977e-02]
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   -3.95108296e-03  -1.89857848e-01]
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 [ -1.07294958e-01  -4.28007301e-02   1.19720787e-01   1.04842918e-01
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    1.82154562e-01  -7.33112623e-03]
 [  2.11724360e-02  -1.26300062e-01   2.14383199e-01  -2.16159386e-01
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    4.01751851e-02   2.52318566e-01]]
[[ 0.55222477]
 [ 1.4100529 ]
 [ 0.27021957]
 [ 0.79487881]
 [-2.52666986]
 [-0.27641742]
 [-1.51686711]
 [ 0.02765523]
 [ 0.62163464]
 [ 0.84138807]]
Progress: 20.3% ... Training loss: 0.306 ... Validation loss: 0.489[[  1.60244129e-01   2.17041991e-01  -1.11360667e-01   1.04508193e-01
   -5.09251902e-01  -6.94039961e-02  -6.27759922e-02   1.23563064e-01
   -7.48726454e-02   1.88564076e-01]
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 [  1.83680007e-01   4.31051077e-01   2.14794140e-02   6.08952554e-02
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    8.22100164e-02   3.11460173e-01]
 [ -2.31620434e-02  -3.01549996e-01  -2.38814746e-01   2.88727873e-02
   -1.48357288e-03   1.64548174e-01   1.32924630e-01   5.57820482e-02
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 [ -7.64469199e-03   1.54222152e-01  -1.47584798e-01   3.63945646e-02
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   -1.90014437e-01   9.18968623e-03]
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   -4.74711109e-03   2.53702890e-02]
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 [  6.97524964e-02  -2.63748999e-01   9.29762871e-02   3.87040826e-02
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   -1.97485650e-02  -1.24282455e-01]
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   -1.65938015e-01  -2.04123707e-01]
 [ -1.55824834e-01   6.72361988e-03   6.25142089e-02   2.33818032e-02
   -1.76154509e-01  -2.20340867e-01  -1.81181045e-01  -1.96925079e-01
    8.84618856e-02   1.75986926e-01]
 [ -2.22233664e-01  -1.73550279e-01   1.17972620e-01   2.68283409e-01
   -1.13595961e-01  -8.23193361e-02  -9.43608365e-02  -2.55301160e-01
   -2.12607826e-01  -1.86629869e-03]
 [  1.19883919e-01  -5.74744583e-02  -1.60112335e-02   1.25926779e-01
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[[ 0.55833553]
 [ 1.41451992]
 [ 0.27368033]
 [ 0.80213121]
 [-2.52196451]
 [-0.2708078 ]
 [-1.51102451]
 [ 0.03495588]
 [ 0.62836046]
 [ 0.84751433]]
Progress: 20.4% ... Training loss: 0.303 ... Validation loss: 0.486[[  1.58801575e-01   2.12228345e-01  -1.12089896e-01   1.02186689e-01
   -5.02333497e-01  -6.86439022e-02  -5.83347292e-02   1.23465086e-01
   -7.65173920e-02   1.86163528e-01]
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 [  1.82133615e-01   4.28250180e-01   2.06862466e-02   5.79009428e-02
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    8.03826460e-02   3.08907267e-01]
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 [ -3.83285594e-03   1.61733547e-01  -1.45688155e-01   4.21004229e-02
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 [  5.30330033e-02   1.58468557e-01   2.55493831e-01   2.59806206e-01
   -8.39940908e-02  -1.98217249e-01  -1.94700483e-01  -1.32345014e-01
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   -1.94445501e-01   9.92363815e-02]
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   -2.82781999e-02  -1.02571796e-01]
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   -3.31327452e-02   1.59202758e-01]
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 [  1.45072070e-01  -1.58239574e-01  -1.39896667e-01  -2.51748300e-03
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 [ -3.56722096e-01   7.26682063e-02   8.30407820e-03  -3.98437447e-02
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 [  2.05319862e-01  -1.60442445e-01   5.88088750e-02  -3.35227607e-02
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 [ -1.07741594e-01  -4.41119591e-02   1.19514490e-01   1.04149224e-01
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    1.81694757e-01  -7.95571496e-03]
 [  2.16727031e-02  -1.25002596e-01   2.14747424e-01  -2.15182289e-01
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    4.09954403e-02   2.53281458e-01]]
[[ 0.55528419]
 [ 1.41023315]
 [ 0.26996431]
 [ 0.80031192]
 [-2.52434284]
 [-0.27373574]
 [-1.51180169]
 [ 0.02984004]
 [ 0.62492329]
 [ 0.84416965]]
Progress: 20.4% ... Training loss: 0.304 ... Validation loss: 0.490[[  1.56518846e-01   2.06653155e-01  -1.13213795e-01   9.88833851e-02
   -4.91819369e-01  -6.75367977e-02  -5.22332681e-02   1.23346183e-01
   -7.91165808e-02   1.82814579e-01]
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 [  1.80976106e-01   4.26232025e-01   2.01868868e-02   5.60786904e-02
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    7.91851558e-02   3.07048132e-01]
 [ -2.12745186e-02  -2.95323473e-01  -2.37995985e-01   3.15671910e-02
   -8.56274914e-03   1.63658301e-01   1.27037201e-01   5.58947995e-02
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 [ -1.78506955e-03   1.67239885e-01  -1.44679268e-01   4.50505091e-02
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   -1.83238761e-01   1.75014687e-02]
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   -5.73792765e-03   2.38856204e-02]
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   -2.03388950e-02  -1.25331548e-01]
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   -1.67327903e-01  -2.05844996e-01]
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   -1.75440078e-01  -2.20202383e-01  -1.80421715e-01  -1.96939893e-01
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   -2.13428310e-01  -3.03164768e-03]
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   -9.73358372e-02  -8.17832867e-03]
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 [  4.94454725e-02  -2.93700599e-02   8.55054013e-02   8.36569388e-02
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   -3.78698444e-02  -7.05682009e-02]
 [  3.33677159e-03  -1.60149225e-01  -2.92375094e-01  -5.44972808e-02
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 [  1.79785042e-02  -3.88924035e-01  -3.97964314e-02  -9.91072801e-02
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   -3.55885612e-01  -2.07288827e-01]
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 [  5.30935287e-02   1.58617023e-01   2.55515410e-01   2.59884393e-01
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   -3.77234622e-03  -1.89652404e-01]
 [  2.05266483e-01  -1.61011351e-01   5.87262036e-02  -3.37369190e-02
    9.76156688e-02  -2.84524498e-02   9.74657441e-03  -1.37449056e-01
    1.03662615e-01  -1.89705113e-01]
 [ -1.07506397e-01  -4.33295297e-02   1.19663528e-01   1.04633716e-01
    4.69063652e-02  -1.10644061e-01   2.46254583e-01  -7.74598085e-02
    1.81962371e-01  -7.49535088e-03]
 [  2.06949868e-02  -1.27583328e-01   2.14298947e-01  -2.16519085e-01
    2.64910477e-02   1.05757093e-01   5.52168738e-03  -1.13232895e-01
    3.99421161e-02   2.52097938e-01]]
[[ 0.55056288]
 [ 1.40655918]
 [ 0.26346208]
 [ 0.79573365]
 [-2.53085404]
 [-0.27877796]
 [-1.51692983]
 [ 0.02614269]
 [ 0.62031327]
 [ 0.83770336]]
Progress: 20.4% ... Training loss: 0.308 ... Validation loss: 0.497[[  1.56406133e-01   2.05785279e-01  -1.13378100e-01   9.86131624e-02
   -4.91826896e-01  -6.73704822e-02  -5.12316576e-02   1.23336599e-01
   -7.94034754e-02   1.82237524e-01]
 [  1.11036469e-02   1.58281458e-01  -2.17800088e-02   3.49837359e-02
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    1.34726066e-01  -3.46897032e-02]
 [  1.79595939e-01   4.24254526e-01   1.93529480e-02   5.32257888e-02
    1.72019635e-01  -4.38153779e-02  -5.10744993e-01  -3.61130766e-02
    7.74145891e-02   3.04453507e-01]
 [ -2.22054357e-02  -2.97941947e-01  -2.38380551e-01   3.03361057e-02
   -4.14124555e-03   1.64147382e-01   1.29963003e-01   5.58560844e-02
    1.93554377e-02   1.13644108e-01]
 [ -1.52458293e-03   1.67979385e-01  -1.44575368e-01   4.52294856e-02
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   -1.83222032e-01   1.77699869e-02]
 [ -3.54788907e-01  -3.72275554e-01  -2.88044758e-01   1.53714105e-01
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   -5.90232188e-03   2.36279364e-02]
 [  4.63598497e-04  -1.59045692e-01   1.15213072e-02   9.84874121e-02
   -4.03420263e-02  -7.31796073e-02   1.60387896e-01  -1.89576025e-01
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 [ -1.70414335e-01  -8.29332146e-02  -3.05169071e-01  -2.19246376e-02
   -6.22912063e-03   7.02567982e-02  -2.06594966e-01  -2.80850076e-02
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 [  6.97635538e-02  -2.66316159e-01   9.28584671e-02   3.86036857e-02
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   -1.90971225e-02  -1.24021271e-01]
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   -1.67661769e-01  -2.06269538e-01]
 [ -1.56291143e-01   5.53478697e-03   6.22495910e-02   2.27155566e-02
   -1.74748615e-01  -2.20066828e-01  -1.79689996e-01  -1.96952367e-01
    8.78436922e-02   1.75192482e-01]
 [ -2.23561776e-01  -1.77953869e-01   1.17346596e-01   2.66819834e-01
   -1.09907109e-01  -8.17716861e-02  -8.98950055e-02  -2.55366925e-01
   -2.14091078e-01  -3.88899579e-03]
 [  1.20064549e-01  -5.82579091e-02  -1.59053416e-02   1.26436598e-01
   -2.88248516e-02  -8.80885517e-02   1.18788499e-01   4.42706968e-03
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 [  3.44621669e-02  -5.08862089e-02  -2.12712068e-01   1.44735348e-01
   -3.63309076e-02   8.85434889e-02  -7.72126411e-02  -2.00682304e-02
   -9.70988559e-02  -7.85807068e-03]
 [ -1.24000903e-01  -6.02802310e-02  -2.04555467e-01   1.51638876e-01
   -5.49073417e-03   1.35733905e-01   1.03179293e-02  -2.50328099e-01
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 [ -7.42122526e-02  -4.42339845e-02   2.74027080e-01   9.17743100e-02
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 [  5.00560112e-02  -2.81060021e-02   8.57627674e-02   8.45064897e-02
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   -3.71536690e-02  -6.97134294e-02]
 [  2.82028919e-03  -1.61530400e-01  -2.92669523e-01  -5.53460182e-02
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 [  5.03092537e-02  -1.04950440e-03  -1.18660742e-01   4.01717443e-02
   -7.91416479e-02   3.24611004e-01   2.56869500e-01   2.05298553e-01
   -1.65777314e-01  -6.16857301e-02]
 [  1.09091102e-02  -4.35120298e-03   1.24958534e-01   1.14682580e-01
   -3.61936507e-02   1.03093296e-01  -1.70908806e-01  -4.06253543e-02
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   -6.22648100e-02  -3.25066752e-01   1.31340081e-01   8.02457703e-03
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 [ -9.81124403e-02   1.37472412e-02  -1.52552559e-02   2.30657664e-02
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   -1.73051693e-01  -3.60771475e-01]
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    3.64723223e-02  -3.68311554e-01]
 [  1.74627548e-02  -3.90289856e-01  -4.00582256e-02  -9.99005523e-02
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   -3.56502923e-01  -2.08103583e-01]
 [ -1.52372959e-01  -5.23879891e-01  -1.67485504e-03  -1.82054481e-01
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   -5.14478435e-02   1.00783544e-01]
 [ -2.76291080e-01  -3.35362973e-01   6.10899501e-02  -3.28469538e-02
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   -7.77587813e-02  -1.20957142e-01]
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   -2.33980373e-01  -7.53456357e-04]
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 [  1.26295207e-01   2.67435182e-01   1.70967819e-01  -6.96529438e-02
   -1.41792910e-01   4.29435601e-02  -1.80163207e-01   2.84797986e-01
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 [  3.39474639e-01   2.81130202e-01  -8.85473159e-02   3.02617863e-01
   -8.66170225e-01  -2.83150305e-01  -4.42229035e-01   1.77151408e-01
    3.69172449e-01  -5.38720806e-02]
 [  5.31815471e-02   1.58852721e-01   2.55568510e-01   2.60043399e-01
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   -1.32788858e-01  -2.77962816e-01]
 [  2.60793690e-02  -4.63492660e-02  -1.17126060e-01  -5.09980245e-02
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 [  9.90947065e-04  -5.39374927e-02  -6.61908303e-02  -4.96741069e-02
   -1.65821044e-02  -1.75777994e-01   8.83980155e-02   1.02568256e-02
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 [  2.13355939e-02   4.70589139e-02   2.41401451e-01   6.36788348e-02
   -1.94259672e-01  -1.30552464e-01   1.36063097e-01   3.93382999e-02
   -1.93997418e-01   9.97534364e-02]
 [  6.07656737e-02  -7.46625942e-05   1.02993413e-01  -7.42105698e-03
   -1.91269687e-01   7.46908650e-02   9.80929540e-02  -2.71313334e-01
   -2.85561130e-02  -1.02894229e-01]
 [ -2.29426711e-02   5.63461675e-02   7.92501625e-02  -4.57803986e-02
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   -3.33313335e-02   1.58917534e-01]
 [  2.09143003e-01   3.29476842e-02   2.32628338e-02   6.47956849e-02
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   -6.71846076e-02  -3.51850462e-02]
 [  2.91635667e-02  -5.28411373e-02   1.10327880e-02   2.29019288e-02
   -3.50361268e-01  -1.17010823e-01  -1.70107473e-01   4.03397834e-02
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 [  2.20751664e-02   5.08252605e-01   1.10504091e-01   3.81453396e-01
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 [  1.73617300e-01   5.14480953e-01   6.04013579e-02   4.09131483e-01
   -8.15746376e-01  -8.11856947e-02  -4.46908138e-01   1.50376747e-01
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 [  2.58091656e-01   2.93624573e-01   2.45011803e-01   1.40562501e-01
   -3.91195957e-01   8.21767429e-02  -2.04846335e-01   1.62592343e-01
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 [ -7.68130016e-02   2.06622000e-01   2.40124905e-01   1.07503923e-02
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   -3.77035494e-02   4.59689676e-02]
 [ -9.83203760e-02  -9.67182226e-03   2.47068124e-02   9.16019959e-02
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   -2.76179831e-01  -9.48712562e-02]
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   -2.05487511e-01   3.50784351e-02]
 [  1.83946787e-02  -3.48397842e-01  -1.23310238e-01  -1.50860112e-01
    3.39063357e-01   2.28732315e-02   1.49534942e-01   1.53235997e-01
   -1.56661975e-01  -2.08948378e-01]
 [  1.43658956e-01  -1.62295079e-01  -1.40645989e-01  -4.63013334e-03
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 [ -1.19911839e-01   1.39023069e-01   2.58043465e-01  -2.26937254e-02
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   -1.22471157e-01  -6.26178490e-02]
 [ -3.55145490e-01   7.62537250e-02   9.09201398e-03  -3.74950116e-02
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   -9.84315087e-02   7.00681795e-02]
 [  1.49143637e-01   9.88379019e-02  -2.37945158e-01  -9.16794958e-02
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   -3.23697460e-03  -1.88994504e-01]
 [  2.05221494e-01  -1.61189422e-01   5.86979174e-02  -3.38125787e-02
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 [ -1.07849018e-01  -4.45924430e-02   1.19455440e-01   1.04107904e-01
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    1.81563696e-01  -8.09078354e-03]
 [  2.15004265e-02  -1.25677399e-01   2.14635122e-01  -2.15316682e-01
    2.24432429e-02   1.05374291e-01   3.49069217e-03  -1.13193993e-01
    4.07998520e-02   2.53199972e-01]]
[[ 0.54966384]
 [ 1.40783118]
 [ 0.26458252]
 [ 0.79559111]
 [-2.5295492 ]
 [-0.27756244]
 [-1.51326632]
 [ 0.0268068 ]
 [ 0.6208181 ]
 [ 0.83772244]]
Progress: 20.5% ... Training loss: 0.308 ... Validation loss: 0.495[[  1.57411317e-01   2.08022527e-01  -1.12843052e-01   1.00195571e-01
   -4.96315745e-01  -6.79536427e-02  -5.35091654e-02   1.23392683e-01
   -7.81673312e-02   1.83639740e-01]
 [  1.12901033e-02   1.58706886e-01  -2.16610016e-02   3.53451533e-02
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    1.35008216e-01  -3.43308893e-02]
 [  1.79048822e-01   4.24923075e-01   1.92200217e-02   5.22890423e-02
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    7.67690677e-02   3.03505389e-01]
 [ -1.89739619e-02  -2.90904806e-01  -2.36883570e-01   3.50492508e-02
   -1.74650167e-02   1.62595410e-01   1.22538567e-01   5.60144611e-02
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 [ -1.97078972e-03   1.66780475e-01  -1.44806863e-01   4.45419402e-02
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   -1.83501678e-01   1.69670876e-02]
 [ -3.54775458e-01  -3.73335672e-01  -2.88043755e-01   1.53942078e-01
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   -5.79726297e-03   2.36874613e-02]
 [  4.41674437e-04  -1.59280708e-01   1.15473020e-02   9.83872458e-02
   -3.94606424e-02  -7.31498995e-02   1.60476393e-01  -1.89578091e-01
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    7.51798312e-02  -2.07494173e-02]
 [ -1.70753307e-01  -8.38707206e-02  -3.05304489e-01  -2.23668832e-02
   -4.80098808e-03   7.04115141e-02  -2.05555654e-01  -2.80992341e-02
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 [  6.97882602e-02  -2.66804301e-01   9.29633790e-02   3.87283259e-02
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   -1.94042025e-02  -1.24529545e-01]
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   -1.66141236e-01  -2.04325453e-01]
 [ -1.56291143e-01   5.53478697e-03   6.22495910e-02   2.27155566e-02
   -1.74748615e-01  -2.20066828e-01  -1.79689996e-01  -1.96952367e-01
    8.78436922e-02   1.75192482e-01]
 [ -2.23482326e-01  -1.77961674e-01   1.17394194e-01   2.66968572e-01
   -1.10331473e-01  -8.18161586e-02  -8.99659837e-02  -2.55361652e-01
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 [  2.19882081e-02  -1.24473727e-01   2.14925923e-01  -2.14376694e-01
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[[ 0.55590122]
 [ 1.41050019]
 [ 0.26841044]
 [ 0.80103339]
 [-2.52625146]
 [-0.2708956 ]
 [-1.50703599]
 [ 0.03155731]
 [ 0.62615741]
 [ 0.84224935]]
Progress: 20.6% ... Training loss: 0.305 ... Validation loss: 0.493[[  1.56695075e-01   2.06761661e-01  -1.13126174e-01   9.93249403e-02
   -4.93112710e-01  -6.76851886e-02  -5.18649715e-02   1.23361646e-01
   -7.90035406e-02   1.82903904e-01]
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 [  1.77645834e-01   4.22006124e-01   1.85149253e-02   5.00412060e-02
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 [ -2.26858044e-03   1.65626307e-01  -1.44993902e-01   4.42314769e-02
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   -1.66064558e-01  -2.04257587e-01]
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   -8.73099063e-01  -2.84005565e-01  -4.47229053e-01   1.77257445e-01
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 [  5.32016760e-02   1.59030869e-01   2.55583585e-01   2.60046393e-01
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   -1.32764151e-01  -2.77939347e-01]
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 [  2.17213687e-02   4.80234250e-02   2.41560207e-01   6.42356657e-02
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   -1.93565033e-01   1.00301829e-01]
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   -1.96286097e-01   7.41436147e-02   9.54929188e-02  -2.71253804e-01
   -2.73111723e-02  -1.01196898e-01]
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   -3.32490295e-02   1.58845982e-01]
 [  2.09396305e-01   3.34067040e-02   2.33752791e-02   6.51481124e-02
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   -6.69169932e-02  -3.48144225e-02]
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 [  2.58244117e-01   2.94168368e-01   2.45106526e-01   1.40887443e-01
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 [  1.42671551e-01  -1.64945899e-01  -1.41132890e-01  -5.98452639e-03
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   -1.23683623e-01  -6.42353265e-02]
 [ -3.55333295e-01   7.56384841e-02   9.04497016e-03  -3.76883644e-02
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   -9.85936129e-02   6.98973343e-02]
 [  1.50105384e-01   1.01010263e-01  -2.37484162e-01  -9.03373874e-02
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   -2.30502975e-03  -1.87490984e-01]
 [  2.05572002e-01  -1.60074877e-01   5.89454766e-02  -3.31578936e-02
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    1.04149170e-01  -1.89051666e-01]
 [ -1.07103196e-01  -4.35640289e-02   1.19828218e-01   1.05216227e-01
    4.49405556e-02  -1.10826028e-01   2.46301575e-01  -7.74348585e-02
    1.82444782e-01  -7.12007576e-03]
 [  2.10872650e-02  -1.26325068e-01   2.14479906e-01  -2.15678923e-01
    2.26680654e-02   1.05477159e-01   4.45579425e-03  -1.13216216e-01
    4.04885443e-02   2.52566656e-01]]
[[ 0.55048727]
 [ 1.40523772]
 [ 0.26266824]
 [ 0.79721515]
 [-2.53433965]
 [-0.27823123]
 [-1.51369842]
 [ 0.02610033]
 [ 0.6216867 ]
 [ 0.83547409]]
Progress: 20.6% ... Training loss: 0.310 ... Validation loss: 0.499[[  1.55434851e-01   2.02437218e-01  -1.13743508e-01   9.72863218e-02
   -4.87350196e-01  -6.70310101e-02  -4.78467564e-02   1.23292436e-01
   -8.04298709e-02   1.80856733e-01]
 [  1.21909630e-02   1.60389658e-01  -2.12184105e-02   3.66679657e-02
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 [  1.77235858e-01   4.20863961e-01   1.82391425e-02   4.89342859e-02
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    7.43338318e-02   3.00474019e-01]
 [ -2.02598117e-02  -2.94399467e-01  -2.37497446e-01   3.30315783e-02
   -1.07572008e-02   1.63273950e-01   1.26833057e-01   5.59472039e-02
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 [ -1.51486307e-03   1.67501067e-01  -1.44613683e-01   4.52428547e-02
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   -1.82880845e-01   1.74094822e-02]
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   -5.07510140e-03   2.45860616e-02]
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   -2.15062954e-02  -1.27308534e-01]
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   -1.65602693e-01  -2.03734089e-01]
 [ -1.56291143e-01   5.53478697e-03   6.22495910e-02   2.27155566e-02
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   -2.14111464e-01  -3.95903808e-03]
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   -9.67910313e-02  -7.48328122e-03]
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   -7.93997408e-03   1.35432720e-01   8.81249900e-03  -2.50302266e-01
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 [  4.93178206e-02  -2.97387339e-02   8.54327025e-02   8.35063144e-02
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   -3.79426354e-02  -7.06781744e-02]
 [  2.27901930e-03  -1.62855628e-01  -2.92930179e-01  -5.61626535e-02
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 [  5.11888798e-02   4.65881181e-04  -1.18224406e-01   4.13912392e-02
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   -1.64817283e-01  -6.06752356e-02]
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   -1.73377024e-01  -3.61223135e-01]
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 [  1.71974542e-02  -3.91262445e-01  -4.01692807e-02  -1.00229068e-01
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   -3.56804763e-01  -2.08456607e-01]
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   -7.83222747e-02  -1.21662147e-01]
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   -2.34797762e-01  -1.83837340e-03]
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 [  3.41457508e-01   2.86448718e-01  -8.75006287e-02   3.05632064e-01
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 [  5.35605811e-02   1.59824031e-01   2.55752464e-01   2.60538592e-01
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   -1.32370059e-01  -2.77402192e-01]
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 [  6.20058601e-02   2.95534890e-03   1.03626215e-01  -5.46152889e-03
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   -3.30799644e-02   1.59020149e-01]
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   -6.66173441e-02  -3.44098560e-02]
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 [  2.28253839e-02   5.09090035e-01   1.10866861e-01   3.82490709e-01
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   -1.22270181e-01  -6.24838255e-02]
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   -9.71059177e-02   7.17116640e-02]
 [  1.50079411e-01   1.00682795e-01  -2.37463134e-01  -9.03029284e-02
    1.11511847e-01  -2.93304014e-01   1.22483139e-02  -1.67958708e-01
   -2.27631129e-03  -1.87493058e-01]
 [  2.05900615e-01  -1.59454485e-01   5.91072865e-02  -3.26909162e-02
    9.44959477e-02  -2.87988841e-02   7.91863656e-03  -1.37414730e-01
    1.04516946e-01  -1.88559570e-01]
 [ -1.06397111e-01  -4.18957727e-02   1.20173077e-01   1.06224207e-01
    4.17716887e-02  -1.11171904e-01   2.44423104e-01  -7.74002825e-02
    1.83200693e-01  -6.01400196e-03]
 [  2.10324065e-02  -1.26496637e-01   2.14453059e-01  -2.15756800e-01
    2.25296613e-02   1.05518389e-01   4.68346062e-03  -1.13218866e-01
    4.04664548e-02   2.52544774e-01]]
[[ 0.55904675]
 [ 1.41402003]
 [ 0.27327025]
 [ 0.80838865]
 [-2.52414371]
 [-0.27001501]
 [-1.50292307]
 [ 0.03550037]
 [ 0.63165188]
 [ 0.84459793]]
Progress: 20.6% ... Training loss: 0.303 ... Validation loss: 0.490[[ 0.15722255  0.2070819  -0.11278046  0.09976282 -0.494577   -0.06790633
  -0.05219518  0.12341039 -0.0784467   0.18350562]
 [ 0.01240697  0.16099344 -0.02110917  0.03699756  0.10807246 -0.00443936
   0.30807206  0.04108481  0.13630055 -0.03270452]
 [ 0.17836726  0.42505107  0.01869407  0.04989607  0.18174068 -0.04276385
  -0.51083375 -0.03620361  0.07534574  0.30172903]
 [-0.02205138 -0.29866738 -0.23834809  0.03065779 -0.00266516  0.16402586
   0.13146942  0.05584376  0.01973452  0.11454034]
 [-0.00244191  0.16483674 -0.14511969  0.04387344  0.07342747 -0.17990634
   0.03020303 -0.11969704 -0.18388543  0.01577822]
 [-0.35359841 -0.37168399 -0.28734839  0.15622813  0.15085199  0.04444444
   0.06827368 -0.03541329 -0.00416995  0.02565782]
 [ 0.00149322 -0.15677656  0.01212494  0.09976637 -0.04338758 -0.07365982
   0.15730817 -0.18950454  0.19189462  0.04027083]
 [ 0.11701616 -0.21815057  0.03438843 -0.06433237  0.11513827 -0.04713731
   0.05239091  0.12200141  0.07624315 -0.01935357]
 [-0.16970629 -0.08176928 -0.3047603  -0.02078219 -0.00901076  0.06979033
  -0.20785292 -0.02803238  0.25972092 -0.12446128]
 [ 0.07476849 -0.2558019   0.09565382  0.04638807  0.09026281 -0.11631914
   0.04704867 -0.09900428  0.02260193  0.14315607]
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   0.11804249  0.00446987  0.03831333  0.02832773]
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   0.00956262 -0.2503194   0.06554909 -0.20340649]
 [-0.07478663 -0.04568906  0.27374388  0.09091096  0.14632157 -0.05914725
  -0.11517383  0.12037798  0.06474626  0.02414181]
 [ 0.05058236 -0.02633546  0.08606024  0.08523934  0.08724708 -0.01662182
   0.25258166  0.12051058 -0.03661053 -0.06874658]
 [ 0.00279607 -0.16171947 -0.29264259 -0.05531432  0.23133522 -0.08910675
   0.18305764  0.1639293   0.10209077 -0.03608573]
 [ 0.05149499  0.00119933 -0.11804984  0.04189888 -0.08473416  0.32399767
   0.25403652  0.20535435 -0.16441146 -0.0601724 ]
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  -0.17214673 -0.04058554  0.21743371  0.08883551]
 [ 0.0993251   0.05608171 -0.05228072 -0.11583187 -0.06288546 -0.32516166
   0.13117647  0.00803499  0.131249    0.07553793]
 [-0.09756544  0.01488108 -0.01497607  0.02391801  0.00560713 -0.2035404
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  -0.03021155 -0.02293946  0.00989742  0.07234089]
 [-0.02191192 -0.04224562 -0.0707566  -0.11678202  0.49923687  0.2726602
   0.5147863   0.11376003 -0.17351095 -0.36140932]
 [-0.00764053 -0.32851702 -0.02547239 -0.06203937  0.62773859  0.09762916
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 [ 0.0170024  -0.39178735 -0.04025937 -0.10053925  0.6570074   0.02166726
   0.44688839  0.04922705 -0.35705085 -0.20880008]
 [-0.15198755 -0.52341952 -0.00147548 -0.18140272  0.7001568  -0.09701694
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 [-0.27710843 -0.33726813  0.06071017 -0.03401207  0.88179753  0.13826334
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 [-0.18043507 -0.22171271  0.26048351 -0.2156528   0.57848039 -0.05288197
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 [-0.11127699 -0.16688506 -0.1724755  -0.07822091  0.41906929 -0.23714902
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 [ 0.125889    0.26659691  0.17075961 -0.07026529 -0.14003823  0.04314704
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 [ 0.34151054  0.28685747 -0.0874473   0.30565527 -0.87489033 -0.28410488
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 [ 0.00110035 -0.05369874 -0.06614389 -0.0494817  -0.017437   -0.17586526
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   0.13402076  0.03938369 -0.19311175  0.10082763]
 [ 0.06260243  0.00447177  0.10392882 -0.00455614 -0.19998095  0.07371918
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 [-0.02248159  0.0575659   0.0794826  -0.04508375  0.01434816  0.18667763
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 [ 0.2098959   0.03461902  0.02361574  0.06588415  0.10276577 -0.01696026
  -0.12766967  0.14759305 -0.06631501 -0.03405216]
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  -0.16998995  0.04033754  0.10649423  0.17817756]
 [ 0.02328034  0.51031498  0.11111242  0.38307612 -1.00008304 -0.29820175
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 [ 0.17426516  0.51518747  0.0606811   0.40984967 -0.81785306 -0.08145882
  -0.44785995  0.15041447  0.19653706  0.48311993]
 [ 0.25831372  0.29442979  0.24517538  0.14111078 -0.39294706  0.08199426
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 [ 0.01789662 -0.34960562 -0.12354113 -0.15160123  0.34128849  0.02311674
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 [ 0.14184177 -0.16666891 -0.14151778 -0.00696343  0.1427445  -0.05860137
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  -0.01014208 -0.29852573 -0.12075279 -0.06060192]
 [-0.3533547   0.07978563  0.01005487 -0.03471504  0.15448862 -0.16857322
  -0.02704394  0.23463354 -0.09622418  0.07287736]
 [ 0.1492688   0.09865746 -0.23785109 -0.09147678  0.11505513 -0.29293222
   0.01449731 -0.16800856 -0.00319516 -0.18873528]
 [ 0.20643935 -0.15837615  0.05938192 -0.03198817  0.09278531 -0.02906125
   0.00682223 -0.1373815   0.10511269 -0.18782905]
 [-0.10512693 -0.0389843   0.12085783  0.10812339  0.03663605 -0.11181592
   0.24109681 -0.07730939  0.18467608 -0.00395907]
 [ 0.02115157 -0.12658201  0.21448452 -0.21564576  0.0214333   0.10548225
   0.00427039 -0.11321653  0.04066237  0.2526949 ]]
[[ 0.57281757]
 [ 1.4289313 ]
 [ 0.28800339]
 [ 0.82445673]
 [-2.51398336]
 [-0.25805423]
 [-1.49108404]
 [ 0.04822495]
 [ 0.64633412]
 [ 0.86046424]]
Progress: 20.7% ... Training loss: 0.307 ... Validation loss: 0.487[[ 0.15630011  0.20382576 -0.11324514  0.0983412  -0.490094   -0.06738693
  -0.04942867  0.12333638 -0.07935922  0.18224227]
 [ 0.01206728  0.16015059 -0.02127577  0.03651835  0.10938143 -0.00428567
   0.3089029   0.04105766  0.13591473 -0.03321184]
 [ 0.17970019  0.42825086  0.01950006  0.05173842  0.17671798 -0.04324794
  -0.51400201 -0.03607906  0.07696586  0.30409326]
 [-0.02387905 -0.30297911 -0.23933398  0.02811746  0.00414815  0.16469123
   0.13589885  0.05569007  0.01763015  0.11204328]
 [-0.00190519  0.16431081 -0.14480651  0.04442962  0.07127385 -0.17993999
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 [-0.35419098 -0.37393516 -0.28774633  0.15530946  0.15338421  0.04473956
   0.07022119 -0.03547192 -0.00493549  0.02456425]
 [ 0.00161359 -0.15709951  0.01220458  0.09991263 -0.04367972 -0.07357947
   0.157297   -0.18949158  0.19208822  0.04052723]
 [ 0.11653593 -0.21940802  0.0341971  -0.06503506  0.11746198 -0.04696368
   0.0537046   0.12196758  0.07578775 -0.01993918]
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 [ 0.07356463 -0.25966167  0.09505689  0.04452672  0.09673528 -0.11566319
   0.05057103 -0.09910394  0.0213348   0.14136004]
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 [ 0.12026982 -0.05925084 -0.01585332  0.12705959 -0.03122153 -0.08836511
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 [ 0.05045883 -0.02712853  0.08602728  0.08503251  0.08782414 -0.01648635
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 [ 0.15017251  0.10016382 -0.2373608  -0.09014831  0.11099926 -0.29327343
   0.01236335 -0.16793106 -0.00205961 -0.18736875]
 [ 0.20693848 -0.1571965   0.0596579  -0.03118912  0.09152311 -0.02930512
   0.00564011 -0.13733135  0.105686   -0.18699356]
 [-0.10518645 -0.03924971  0.12081344  0.10800649  0.03694691 -0.11176183
   0.2412861  -0.07731526  0.18461098 -0.00403658]
 [ 0.02052719 -0.12809661  0.21416908 -0.21658219  0.02412174  0.10577083
   0.00583398 -0.11327118  0.03995519  0.25169136]]
[[ 0.56968494]
 [ 1.42859208]
 [ 0.28307513]
 [ 0.81952866]
 [-2.52439171]
 [-0.26520214]
 [-1.50147473]
 [ 0.04118806]
 [ 0.64123723]
 [ 0.85484479]]
Progress: 20.8% ... Training loss: 0.302 ... Validation loss: 0.481[[  1.57354037e-01   2.05397780e-01  -1.12641165e-01   9.99308900e-02
   -4.94822960e-01  -6.78271213e-02  -5.24577814e-02   1.23427005e-01
   -7.77968994e-02   1.84125092e-01]
 [  1.22020637e-02   1.60484294e-01  -2.12067142e-02   3.67397461e-02
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    1.36081587e-01  -3.30030568e-02]
 [  1.80229071e-01   4.29299740e-01   1.97947167e-02   5.22542293e-02
    1.73973533e-01  -4.33164165e-02  -5.16207664e-01  -3.60419787e-02
    7.76703265e-02   3.05077849e-01]
 [ -2.41356041e-02  -3.02828628e-01  -2.39631242e-01   2.78121718e-02
    6.58244905e-03   1.64707423e-01   1.36393031e-01   5.56561358e-02
    1.70871147e-02   1.11765145e-01]
 [ -5.77315973e-04   1.65637153e-01  -1.44028900e-01   4.64492417e-02
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   -1.81332259e-01   1.81630537e-02]
 [ -3.53881676e-01  -3.73871722e-01  -2.87574725e-01   1.55946785e-01
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   -4.44566703e-03   2.50929319e-02]
 [  1.71219085e-03  -1.57280487e-01   1.23070768e-02   1.00069816e-01
   -4.41642437e-02  -7.35913821e-02   1.57118772e-01  -1.89472015e-01
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   -2.25462843e-02  -1.28873191e-01]
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   -1.65395424e-01  -2.03533478e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.23144558e-01  -1.78302677e-01   1.17678213e-01   2.68035867e-01
   -1.13715382e-01  -8.21589159e-02  -9.02066126e-02  -2.55320187e-01
   -2.13305311e-01  -3.10537401e-03]
 [  1.20051624e-01  -5.99005480e-02  -1.59553057e-02   1.26806536e-01
   -3.03347835e-02  -8.82867604e-02   1.20455171e-01   4.41081168e-03
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 [  3.59585601e-02  -4.80505425e-02  -2.11933982e-01   1.46917564e-01
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   -9.52318067e-02  -5.52787043e-03]
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 [ -7.28333430e-02  -4.11272519e-02   2.74736620e-01   9.37531757e-02
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 [  5.11343033e-02  -2.65748983e-02   8.63593154e-02   8.59082826e-02
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   -3.58591004e-02  -6.79117180e-02]
 [  3.12924765e-03  -1.60722684e-01  -2.92475078e-01  -5.48771477e-02
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 [  5.25996936e-02   3.74550424e-03  -1.17356813e-01   4.37214584e-02
   -8.94212384e-02   3.23402891e-01   2.51109821e-01   2.05458289e-01
   -1.62937951e-01  -5.84053303e-02]
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 [  9.88697384e-02   5.50195763e-02  -5.24980262e-02  -1.16485707e-01
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   -1.74150370e-01  -3.62250978e-01]
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 [  1.65374938e-02  -3.93049837e-01  -4.04964827e-02  -1.01202456e-01
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   -3.57542919e-01  -2.09507896e-01]
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   -5.18115533e-02   1.00396332e-01]
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   -7.88647456e-02  -1.22416714e-01]
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   -1.39892659e-01   4.31648801e-02  -1.79028387e-01   2.84762277e-01
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 [  3.42132794e-01   2.88841120e-01  -8.70287409e-02   3.06710761e-01
   -8.77267804e-01  -2.84440499e-01  -4.50242205e-01   1.77332802e-01
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 [  5.32333103e-02   1.58865846e-01   2.55603091e-01   2.60072476e-01
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 [  2.63473284e-02  -4.66264360e-02  -1.17021207e-01  -5.06186119e-02
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 [  1.13819245e-03  -5.35928314e-02  -6.61298824e-02  -4.94414570e-02
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 [  2.20233298e-02   4.87569762e-02   2.41711356e-01   6.47123317e-02
   -1.97323825e-01  -1.30893957e-01   1.34093128e-01   3.93767971e-02
   -1.93175824e-01   1.00681523e-01]
 [  6.22428958e-02   3.63018075e-03   1.03752574e-01  -5.02419559e-03
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   -2.67546062e-02  -1.00465723e-01]
 [ -2.33010582e-02   5.56377266e-02   7.90458093e-02  -4.63896703e-02
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   -3.37983006e-02   1.58168394e-01]
 [  2.09841904e-01   3.45084431e-02   2.35903792e-02   6.58266473e-02
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   -6.63736719e-02  -3.40970291e-02]
 [  2.87159365e-02  -5.42272755e-02   1.07934536e-02   2.21439500e-02
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 [  2.56891616e-01   2.90853933e-01   2.44443149e-01   1.39015472e-01
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   -2.05708712e-01   3.47312941e-02]
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   -1.57220281e-01  -2.09727476e-01]
 [  1.41482359e-01  -1.68155371e-01  -1.41751349e-01  -7.41097099e-03
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 [ -1.17377053e-01   1.42562455e-01   2.59336398e-01  -1.91606183e-02
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   -1.19427671e-01  -5.92378661e-02]
 [ -3.54940302e-01   7.55464690e-02   9.20901640e-03  -3.71790654e-02
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   -9.80911206e-02   7.05156345e-02]
 [  1.50736769e-01   1.01274160e-01  -2.36976187e-01  -8.90452067e-02
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   -1.18744341e-03  -1.86375781e-01]
 [  2.07000051e-01  -1.57074983e-01   5.97192512e-02  -3.10898246e-02
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 [ -1.05741688e-01  -4.06784348e-02   1.20528040e-01   1.07146994e-01
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    1.83990299e-01  -4.90276359e-03]
 [  1.87601207e-02  -1.32214147e-01   2.13330802e-01  -2.19116603e-01
    3.08133404e-02   1.06610665e-01   1.04405677e-02  -1.13399016e-01
    3.79852471e-02   2.49147120e-01]]
[[ 0.57114629]
 [ 1.43103326]
 [ 0.28395859]
 [ 0.82231006]
 [-2.52456506]
 [-0.26685426]
 [-1.50254175]
 [ 0.04246356]
 [ 0.64012084]
 [ 0.85647855]]
Progress: 20.8% ... Training loss: 0.303 ... Validation loss: 0.480[[  1.56562045e-01   2.03413984e-01  -1.13055092e-01   9.84079539e-02
   -4.91012801e-01  -6.73499788e-02  -5.00240066e-02   1.23339856e-01
   -7.88482474e-02   1.82765736e-01]
 [  1.23176606e-02   1.60832048e-01  -2.11308014e-02   3.69742913e-02
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    1.36256137e-01  -3.27870237e-02]
 [  1.77947557e-01   4.25095570e-01   1.86358133e-02   4.82089820e-02
    1.84230454e-01  -4.20988811e-02  -5.11385527e-01  -3.62591193e-02
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 [ -2.24623551e-02  -2.99453690e-01  -2.38895506e-01   3.06503246e-02
   -1.33786381e-03   1.63851140e-01   1.32467366e-01   5.57938387e-02
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 [  9.75385736e-04   1.68751848e-01  -1.43398061e-01   4.85818776e-02
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   -1.79880748e-01   2.04092097e-02]
 [ -3.52478966e-01  -3.71383137e-01  -2.86900168e-01   1.58051961e-01
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   -2.81024854e-03   2.71780721e-02]
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   -4.05980603e-02  -7.31866437e-02   1.59037236e-01  -1.89542998e-01
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 [ -1.72633759e-01  -8.90496395e-02  -3.06183459e-01  -2.50126044e-02
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 [  7.28767391e-02  -2.62560576e-01   9.48430097e-02   4.34314165e-02
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   -2.21857690e-02  -1.28500554e-01]
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   -1.65062220e-01  -2.03088433e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.23203732e-01  -1.78531486e-01   1.17651600e-01   2.67990799e-01
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   -2.13355330e-01  -3.15983070e-03]
 [  1.20983999e-01  -5.81574716e-02  -1.54866190e-02   1.28226496e-01
   -3.44528192e-02  -8.87406156e-02   1.18623746e-01   4.48426485e-03
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[[ 0.56568835]
 [ 1.42694149]
 [ 0.27744634]
 [ 0.8194324 ]
 [-2.53348244]
 [-0.26956917]
 [-1.50688951]
 [ 0.0385508 ]
 [ 0.63529129]
 [ 0.85157454]]
Progress: 20.9% ... Training loss: 0.302 ... Validation loss: 0.484[[  1.57306712e-01   2.05494904e-01  -1.12565007e-01   9.96633580e-02
   -4.94780157e-01  -6.76785402e-02  -5.14956823e-02   1.23405120e-01
   -7.79639536e-02   1.83465108e-01]
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 [  1.80391449e-01   4.31064487e-01   1.97880976e-02   5.13123878e-02
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 [ -2.35919798e-03   1.60179113e-01  -1.44883994e-01   4.39367054e-02
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 [  5.26762825e-02   1.57469662e-01   2.55315576e-01   2.59252874e-01
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   -1.93312096e-01   1.00463490e-01]
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   -2.70516184e-02  -1.00861109e-01]
 [ -2.22495873e-02   5.80202326e-02   7.95531368e-02  -4.49047857e-02
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   -3.26530583e-02   1.59695791e-01]
 [  2.09297006e-01   3.33113405e-02   2.32937850e-02   6.49096719e-02
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   -6.70918287e-02  -3.49936139e-02]
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 [  2.57426728e-01   2.92247157e-01   2.44704810e-01   1.39767294e-01
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 [  1.42202709e-01  -1.66594934e-01  -1.41368627e-01  -6.27504006e-03
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 [ -3.53383902e-01   7.86899250e-02   9.99771932e-03  -3.50378530e-02
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 [  1.50872235e-01   1.01138404e-01  -2.36897833e-01  -8.87892431e-02
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   -1.00613875e-03  -1.86311866e-01]
 [  2.06438600e-01  -1.58477781e-01   5.94557279e-02  -3.19304088e-02
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 [ -1.06112011e-01  -4.13786865e-02   1.20312344e-01   1.06591458e-01
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    1.83503225e-01  -5.56406667e-03]
 [  1.77499186e-02  -1.34484377e-01   2.12833441e-01  -2.20456326e-01
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    3.69374486e-02   2.47747125e-01]]
[[ 0.57427637]
 [ 1.43622013]
 [ 0.28539401]
 [ 0.82796592]
 [-2.53189984]
 [-0.26525636]
 [-1.50596815]
 [ 0.04852944]
 [ 0.64541794]
 [ 0.86252971]]
Progress: 20.9% ... Training loss: 0.303 ... Validation loss: 0.479[[  1.57742060e-01   2.06641223e-01  -1.12329768e-01   1.00423021e-01
   -4.96146328e-01  -6.78523170e-02  -5.19963008e-02   1.23457805e-01
   -7.74797426e-02   1.83890548e-01]
 [  1.24183848e-02   1.60848177e-01  -2.10776373e-02   3.72635488e-02
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    1.36387073e-01  -3.26345110e-02]
 [  1.82686988e-01   4.36474273e-01   2.10445968e-02   5.44066941e-02
    1.66459120e-01  -4.41572372e-02  -5.22858138e-01  -3.58852887e-02
    7.99822560e-02   3.07526968e-01]
 [ -2.24958654e-02  -2.98918703e-01  -2.38886420e-01   3.03360809e-02
   -1.60903947e-04   1.63860119e-01   1.31022635e-01   5.57609668e-02
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 [ -3.54832711e-03   1.56798606e-01  -1.45500879e-01   4.25145001e-02
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   -1.85044345e-01   1.35802868e-02]
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   -4.52689241e-03   2.49004118e-02]
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   -2.23657939e-02  -1.28861062e-01]
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   -1.65357867e-01  -2.03483675e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.15557882e-01  -6.07054931e-03]
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   -9.55102493e-02  -5.95312235e-03]
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 [  5.13326528e-02  -2.58722244e-02   8.64034975e-02   8.60303682e-02
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   -3.57325345e-02  -6.77714082e-02]
 [  3.92274792e-03  -1.59019607e-01  -2.92027206e-01  -5.36417766e-02
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 [  5.22394911e-02   2.44977799e-03  -1.17561379e-01   4.29861767e-02
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   -1.74342450e-01  -3.62568533e-01]
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 [  1.52320880e-02  -3.96444717e-01  -4.11483591e-02  -1.03132638e-01
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   -3.59046433e-01  -2.11486360e-01]
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 [  3.42581104e-01   2.90403906e-01  -8.68654894e-02   3.07422315e-01
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 [  5.27438259e-02   1.57714373e-01   2.55349325e-01   2.59345604e-01
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 [  2.90307631e-02  -5.35089609e-02   1.09771147e-02   2.26667822e-02
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   -9.03852643e-04  -1.86172213e-01]
 [  2.05714140e-01  -1.60200213e-01   5.90905024e-02  -3.31103082e-02
    9.71568789e-02  -2.87138907e-02   9.27156090e-03  -1.37423589e-01
    1.04328238e-01  -1.88863424e-01]
 [ -1.06694281e-01  -4.27135091e-02   1.20078244e-01   1.05849940e-01
    4.34209012e-02  -1.11096639e-01   2.45174416e-01  -7.74343070e-02
    1.82893935e-01  -6.39195345e-03]
 [  1.70460409e-02  -1.35879930e-01   2.12414155e-01  -2.21440777e-01
    3.58066438e-02   1.07380154e-01   1.51106739e-02  -1.13528993e-01
    3.63037861e-02   2.46546101e-01]]
[[ 0.56600202]
 [ 1.43154107]
 [ 0.27631804]
 [ 0.81607762]
 [-2.54241328]
 [-0.27506218]
 [-1.51835333]
 [ 0.0406257 ]
 [ 0.63467045]
 [ 0.85276066]]
Progress: 20.9% ... Training loss: 0.301 ... Validation loss: 0.483[[  1.58778583e-01   2.08550171e-01  -1.11815418e-01   1.01794108e-01
   -5.00537210e-01  -6.82548881e-02  -5.36071237e-02   1.23537937e-01
   -7.62917083e-02   1.85236971e-01]
 [  1.21725821e-02   1.60257702e-01  -2.11954443e-02   3.69577116e-02
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    1.36111423e-01  -3.29939954e-02]
 [  1.84754049e-01   4.41043502e-01   2.19575234e-02   5.69751552e-02
    1.59233670e-01  -4.49289967e-02  -5.27338283e-01  -3.57417610e-02
    8.21592286e-02   3.10135258e-01]
 [ -2.48404791e-02  -3.05051861e-01  -2.39918183e-01   2.70878001e-02
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    1.65420445e-02   1.11706951e-01]
 [ -2.78389812e-03   1.58445366e-01  -1.45111585e-01   4.32586589e-02
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   -1.84358372e-01   1.43107088e-02]
 [ -3.54667410e-01  -3.77608519e-01  -2.88060512e-01   1.55434634e-01
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   -5.26911392e-03   2.38713552e-02]
 [  1.66537753e-03  -1.57487674e-01   1.23624327e-02   9.99832277e-02
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 [  7.15371048e-02  -2.66665303e-01   9.42396668e-02   4.19166110e-02
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   -2.20698445e-02  -1.28587567e-01]
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   -1.65553630e-01  -2.03743468e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.25017697e-01  -1.83105484e-01   1.16746587e-01   2.65674722e-01
   -1.07309077e-01  -8.13368114e-02  -8.46658408e-02  -2.55468641e-01
   -2.15429959e-01  -5.94001213e-03]
 [  1.20342130e-01  -6.00779825e-02  -1.58077092e-02   1.27408290e-01
   -3.16329963e-02  -8.84760424e-02   1.20504613e-01   4.43621681e-03
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 [  3.54204290e-02  -4.97542792e-02  -2.12213077e-01   1.46177821e-01
   -3.91396147e-02   8.79899592e-02  -7.82517213e-02  -2.00047775e-02
   -9.58018383e-02  -6.33414029e-03]
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 [ -7.24723113e-02  -4.00948039e-02   2.74903697e-01   9.42494506e-02
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 [  5.18715886e-02  -2.48076273e-02   8.66676141e-02   8.67774091e-02
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   -3.51173277e-02  -6.69338484e-02]
 [  4.08308117e-03  -1.58881485e-01  -2.91959691e-01  -5.34384656e-02
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 [  5.17061198e-02   1.15671762e-03  -1.17821372e-01   4.22006438e-02
   -8.47079463e-02   3.23883747e-01   2.53621724e-01   2.05365095e-01
   -1.64134820e-01  -6.00123173e-02]
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   -1.74731937e-01  -3.63094272e-01]
 [ -8.73588406e-03  -3.31554247e-01  -2.60385343e-02  -6.35950621e-02
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 [  1.49705161e-02  -3.97599363e-01  -4.12836436e-02  -1.03542800e-01
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   -3.59364922e-01  -2.11929945e-01]
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   -5.34023976e-02   9.83697697e-02]
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   -7.97480849e-02  -1.23680898e-01]
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   -2.35402207e-01  -2.54219245e-03]
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 [  1.26204060e-01   2.67441164e-01   1.70941868e-01  -6.98523547e-02
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 [  3.41522541e-01   2.88013764e-01  -8.73959679e-02   3.05819350e-01
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 [  5.27168049e-02   1.57650341e-01   2.55350490e-01   2.59305028e-01
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   -1.33350443e-01  -2.78715875e-01]
 [  2.53822515e-02  -4.91416833e-02  -1.17512539e-01  -5.20042725e-02
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 [  8.83451269e-04  -5.41608915e-02  -6.62220723e-02  -4.98540050e-02
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 [  2.26280788e-02   5.01122110e-02   2.41970369e-01   6.55438106e-02
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   -1.92524181e-01   1.01551670e-01]
 [  6.15775823e-02   2.11827673e-03   1.03403571e-01  -6.02816750e-03
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   -2.75412269e-02  -1.01560996e-01]
 [ -2.21788578e-02   5.82026457e-02   7.95765372e-02  -4.47414555e-02
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   -3.25224852e-02   1.59734755e-01]
 [  2.09684289e-01   3.42589936e-02   2.34653144e-02   6.54644396e-02
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   -6.66574408e-02  -3.44182054e-02]
 [  2.92054247e-02  -5.29246157e-02   1.10938040e-02   2.29803777e-02
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 [  2.88696669e-02   5.21034730e-01   1.13999873e-01   3.90925934e-01
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 [  2.56997315e-01   2.91329973e-01   2.44486159e-01   1.39172100e-01
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 [  1.42451044e-01  -1.65436759e-01  -1.41205230e-01  -5.64401682e-03
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 [ -1.17016039e-01   1.42036306e-01   2.59587657e-01  -1.83911771e-02
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   -1.18982486e-01  -5.88369954e-02]
 [ -3.53708931e-01   7.73414641e-02   9.79590016e-03  -3.57472311e-02
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   -9.67557675e-02   7.19611107e-02]
 [  1.50827433e-01   1.00454965e-01  -2.36772302e-01  -8.86272352e-02
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   -1.00398430e-03  -1.86355001e-01]
 [  2.05468653e-01  -1.60995913e-01   5.89287778e-02  -3.35450332e-02
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 [ -1.07450470e-01  -4.44706884e-02   1.19676824e-01   1.04675984e-01
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    1.81990790e-01  -7.59832747e-03]
 [  1.64621581e-02  -1.37765321e-01   2.12118178e-01  -2.22309088e-01
    3.79063167e-02   1.07660394e-01   1.69364394e-02  -1.13575615e-01
    3.56509254e-02   2.45690559e-01]]
[[ 0.56605083]
 [ 1.43624865]
 [ 0.27785881]
 [ 0.81655726]
 [-2.54487409]
 [-0.27775201]
 [-1.52306464]
 [ 0.03730536]
 [ 0.63393187]
 [ 0.85363765]]
Progress: 21.0% ... Training loss: 0.301 ... Validation loss: 0.480[[  1.58881705e-01   2.08282765e-01  -1.11741412e-01   1.02017429e-01
   -5.01091075e-01  -6.83261415e-02  -5.37087227e-02   1.23554123e-01
   -7.60507662e-02   1.85398849e-01]
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    1.36503154e-01  -3.24534583e-02]
 [  1.85293996e-01   4.43474431e-01   2.21369013e-02   5.75667907e-02
    1.56466262e-01  -4.50569277e-02  -5.28988996e-01  -3.57109686e-02
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 [ -2.38601320e-02  -3.03263407e-01  -2.39446061e-01   2.84969514e-02
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    1.76639408e-02   1.13642630e-01]
 [ -3.01636079e-03   1.58724821e-01  -1.45217483e-01   4.30874654e-02
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   -1.84546917e-01   1.39176431e-02]
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   -4.02782592e-03   2.54820963e-02]
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   -4.02578773e-02  -7.32293011e-02   1.59088628e-01  -1.89497241e-01
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 [  7.41749970e-02  -2.60922208e-01   9.56651583e-02   4.59949187e-02
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   -2.26241512e-02  -1.29366139e-01]
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   -1.65572416e-01  -2.03744362e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.24105014e-01  -1.81350889e-01   1.17256875e-01   2.67183852e-01
   -1.11435771e-01  -8.18669209e-02  -8.69380839e-02  -2.55398517e-01
   -2.14258908e-01  -4.37223359e-03]
 [  1.20265155e-01  -6.02933932e-02  -1.58416303e-02   1.27307437e-01
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    1.82695588e-01  -6.72036166e-03]
 [  1.68269270e-02  -1.37053717e-01   2.12320462e-01  -2.21748916e-01
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[[ 0.57403479]
 [ 1.44359639]
 [ 0.28822409]
 [ 0.82722489]
 [-2.53649742]
 [-0.26935444]
 [-1.514465  ]
 [ 0.04531471]
 [ 0.64366349]
 [ 0.86439906]]
Progress: 21.1% ... Training loss: 0.303 ... Validation loss: 0.473[[  1.56690941e-01   2.03598138e-01  -1.12799685e-01   9.89704977e-02
   -4.91477734e-01  -6.73328932e-02  -4.88717921e-02   1.23389591e-01
   -7.83949637e-02   1.82531500e-01]
 [  1.14658289e-02   1.58653267e-01  -2.15416774e-02   3.59786326e-02
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 [  1.83141093e-01   4.39619481e-01   2.10723152e-02   5.42763565e-02
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    7.98720426e-02   3.07293692e-01]
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 [ -2.34952700e-03   1.59858754e-01  -1.44915579e-01   4.40433960e-02
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 [  5.27208212e-02   1.57748438e-01   2.55358712e-01   2.59311334e-01
   -8.26687630e-02  -1.98121946e-01  -1.93934410e-01  -1.32384078e-01
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 [  2.23751437e-02   4.95637936e-02   2.41863721e-01   6.51966009e-02
   -1.98707492e-01  -1.31086326e-01   1.33059262e-01   3.94051183e-02
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 [  6.23140146e-02   4.09465349e-03   1.03812775e-01  -4.81767914e-03
   -1.99126304e-01   7.37998367e-02   9.39536015e-02  -2.71225683e-01
   -2.65989759e-02  -1.00341513e-01]
 [ -2.13553269e-02   6.03349518e-02   7.99595242e-02  -4.35705910e-02
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   -3.16552091e-02   1.60841833e-01]
 [  2.09720757e-01   3.45814472e-02   2.35199143e-02   6.56212128e-02
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   -6.65281898e-02  -3.43518881e-02]
 [  2.94277776e-02  -5.24515723e-02   1.11889096e-02   2.32327162e-02
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 [  2.88875608e-02   5.20867829e-01   1.14046884e-01   3.90994783e-01
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 [  2.57473622e-01   2.93008058e-01   2.44805887e-01   1.40103719e-01
   -3.89544585e-01   8.23708244e-02  -2.03431783e-01   1.62549801e-01
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 [ -7.62329375e-02   2.08468694e-01   2.40415605e-01   1.16467433e-02
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 [  1.42877536e-01  -1.64282558e-01  -1.40919975e-01  -4.79892806e-03
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 [ -1.15968958e-01   1.43977376e-01   2.60118572e-01  -1.67981850e-02
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 [ -3.52721696e-01   7.91611493e-02   1.03265792e-02  -3.41780757e-02
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 [  1.49203130e-01   9.62255043e-02  -2.37572486e-01  -9.10051771e-02
    1.14732519e-01  -2.92993162e-01   1.66610638e-02  -1.67948960e-01
   -2.85687914e-03  -1.88804389e-01]
 [  2.04579920e-01  -1.62606406e-01   5.85561782e-02  -3.45969640e-02
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    1.03162602e-01  -1.90541133e-01]
 [ -1.07830653e-01  -4.53466397e-02   1.19515789e-01   1.04099588e-01
    4.80573249e-02  -1.10503943e-01   2.48008676e-01  -7.75342260e-02
    1.81658614e-01  -8.08889434e-03]
 [  1.56976667e-02  -1.39965371e-01   2.11735454e-01  -2.23426490e-01
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[[ 0.56229127]
 [ 1.43189655]
 [ 0.27704369]
 [ 0.8162864 ]
 [-2.54988878]
 [-0.28075576]
 [-1.52506223]
 [ 0.03453035]
 [ 0.6310203 ]
 [ 0.85210272]]
Progress: 21.1% ... Training loss: 0.302 ... Validation loss: 0.485[[ 0.15467093  0.19805106 -0.11378712  0.09609831 -0.48386116 -0.06631707
  -0.04321189  0.12326881 -0.08035331  0.17954475]
 [ 0.01129215  0.15821466 -0.02162693  0.03573759  0.1114627  -0.00402256
   0.3108047   0.04101486  0.13525503 -0.03431421]
 [ 0.18222658  0.43795035  0.02045751  0.05236634  0.16946808 -0.04343289
  -0.5217275  -0.03596565  0.07863373  0.30558838]
 [-0.02309746 -0.30209683 -0.23906189  0.03000307  0.0047256   0.16393061
   0.13370152  0.0557061   0.01827383  0.11570069]
 [-0.00196931  0.16150401 -0.14458382  0.04505743  0.07011395 -0.18023999
   0.03013386 -0.11958012 -0.18323718  0.01585352]
 [-0.3528479  -0.37489309 -0.28700959  0.15856016  0.14579947  0.04362561
   0.07083512 -0.03536208 -0.00283436  0.02704962]
 [-0.00128228 -0.16580581  0.01088462  0.09572582 -0.0304958  -0.07201295
   0.16541231 -0.18962503  0.18921715  0.03577308]
 [ 0.11800112 -0.21709429  0.03514276 -0.06273862  0.10837123 -0.04762475
   0.05283445  0.12205805  0.07771181 -0.01777429]
 [-0.17633623 -0.09825191 -0.30784787 -0.03026236  0.01773271  0.07281131
  -0.1901999  -0.02854867  0.25287759 -0.13426395]
 [ 0.07247667 -0.2654495   0.09493767  0.04387307  0.09599651 -0.11529433
   0.05848357 -0.09917139  0.02138411  0.13981194]
 [-0.08388707  0.05675027 -0.00310919 -0.16121039  0.05972342  0.02497771
   0.11070025 -0.10276808 -0.02530245 -0.13311316]
 [-0.10776154 -0.05195774 -0.06820826 -0.00506488  0.3534208   0.10020509
   0.01784511 -0.01562702 -0.16632411 -0.20468526]
 [-0.15645002  0.0052273   0.06217361  0.02245361 -0.17396174 -0.21998227
  -0.17922568 -0.19696331  0.08763526  0.17490729]
 [-0.22419511 -0.18149868  0.1172379   0.2671665  -0.11118528 -0.08185552
  -0.08690722 -0.25539774 -0.21423506 -0.00436183]
 [ 0.1207064  -0.05998107 -0.01560767  0.12802504 -0.03302494 -0.08870196
   0.12008285  0.00446915  0.03833225  0.02817523]
 [ 0.0354858  -0.05054441 -0.21216789  0.14636297 -0.03912958  0.08788756
  -0.07750603 -0.0199969  -0.09562518 -0.00618481]
 [-0.12786024 -0.0710222  -0.20642311  0.14615833  0.01056014  0.13758871
   0.0208728  -0.25058634  0.06103318 -0.2097476 ]
 [-0.07404138 -0.04428131  0.27415717  0.09194218  0.14306779 -0.05933312
  -0.11651292  0.12045951  0.06570331  0.02521999]
 [ 0.05340911 -0.02089109  0.08745031  0.08908911  0.07622801 -0.01774952
   0.2449113   0.12070383 -0.03333296 -0.06457921]
 [ 0.00265351 -0.16288916 -0.29276435 -0.05576162  0.23105228 -0.08890937
   0.18523528  0.16393221  0.10182383 -0.03652379]
 [ 0.05175663  0.00141148 -0.11774193  0.04242433 -0.0855179   0.32379839
   0.25333665  0.20537254 -0.16396735 -0.05991883]
 [ 0.01022992 -0.00539118  0.12483854  0.11400674 -0.0350215   0.10318268
  -0.16722779 -0.04069626  0.21628518  0.08714976]
 [ 0.09754454  0.05197072 -0.0530911  -0.11838836 -0.05540255 -0.32433178
   0.13593978  0.00789356  0.12941919  0.07289166]
 [-0.09864379  0.01186954 -0.01550385  0.02237481  0.00954737 -0.20310031
  -0.09196261 -0.01981083  0.0143939   0.12854142]
 [-0.13956397 -0.05098732 -0.19510854  0.00246025 -0.27258649 -0.00646471
  -0.02529328 -0.023075    0.00806547  0.06975158]
 [-0.02405891 -0.04782319 -0.07186608 -0.1199128   0.50857557  0.27369082
   0.520569    0.11360675 -0.17589812 -0.36468962]
 [-0.00945079 -0.33402561 -0.02642305 -0.06461859  0.63544247  0.09845715
   0.47631287  0.092001    0.03527006 -0.37024843]
 [ 0.01484161 -0.39813298 -0.04135586 -0.10376519  0.66615607  0.0226973
   0.45337092  0.04905569 -0.35953176 -0.21216105]
 [-0.15422103 -0.52901521 -0.00253293 -0.18447647  0.70933086 -0.0960329
   0.55937179 -0.08124393 -0.05331716  0.09854624]
 [-0.27807198 -0.34055801  0.06036991 -0.03485948  0.88517789  0.13851049
   0.36424116  0.04860844 -0.07930048 -0.12308416]
 [-0.18179105 -0.22567127  0.25990312 -0.21729886  0.58354853 -0.05235592
   0.61184106  0.01492411 -0.23602615 -0.00328803]
 [-0.11241883 -0.16973061 -0.17303062 -0.07978838  0.42418296 -0.23660761
   0.12559805  0.1706369   0.00675119 -0.09690416]
 [ 0.12527482  0.26523438  0.17054493 -0.0711435  -0.13751124  0.04341721
  -0.1773923   0.28471896  0.08941687  0.1929332 ]
 [ 0.34122486  0.28681706 -0.08759655  0.30517533 -0.87447145 -0.28387492
  -0.44744002  0.17724679  0.37147701 -0.05058836]
 [ 0.05258499  0.15728508  0.25529638  0.25915109 -0.08209273 -0.19805989
  -0.19355122 -0.13239109 -0.13347687 -0.27892153]
 [ 0.02488782 -0.05024751 -0.11775167 -0.05269048  0.2463466   0.04133758
  -0.01042858 -0.18418765  0.03568859  0.21051567]
 [ 0.00124151 -0.05354764 -0.06605049 -0.0493843  -0.01809648 -0.17595696
   0.08751017  0.0102663   0.03854563  0.00937036]
 [ 0.0220083   0.04850698  0.24167758  0.06461685 -0.19688665 -0.13091021
   0.13415989  0.03938104 -0.19323362  0.10065435]
 [ 0.06250578  0.00464531  0.10388733 -0.00457637 -0.19988411  0.07371014
   0.09342337 -0.27121667 -0.02637125 -0.10020461]
 [-0.02106931  0.0609982   0.08008943 -0.04315367  0.00853517  0.18599033
   0.12802167  0.1179631  -0.03133278  0.16127158]
 [ 0.2099342   0.0351956   0.02363338  0.06592521  0.10178622 -0.01706382
  -0.12782896  0.14760043 -0.06627778 -0.03402204]
 [ 0.029819   -0.05144553  0.01138686  0.02380371 -0.35324043 -0.11723922
  -0.17178942  0.04037762  0.10731082  0.17918253]
 [ 0.02891366  0.52062315  0.11405898  0.39099133 -1.022507   -0.30046854
  -0.61398674 -0.0739211   0.26947728  0.31565932]
 [ 0.17410661  0.51302569  0.0607932   0.4099113  -0.81895346 -0.08137998
  -0.44661455  0.1503882   0.19678868  0.48282214]
 [ 0.25778595  0.29382355  0.2449856   0.14066746 -0.3912014   0.08219413
  -0.20433324  0.16257359  0.23506677  0.0741383 ]
 [-0.07571765  0.20984246  0.24068967  0.01247016 -0.02390384  0.13221022
  -0.08960523 -0.0152326  -0.03637353  0.04758605]
 [-0.09781499 -0.00872149  0.02493456  0.09246203 -0.04906013  0.11647948
   0.25921585  0.02032921 -0.27557714 -0.09411362]
 [-0.2178778  -0.01535999 -0.0922878  -0.34217053  0.17440687  0.119346
   0.09654661  0.10372226 -0.20604602  0.03425866]
 [ 0.01662659 -0.35333227 -0.12418862 -0.15343434  0.34686923  0.02370104
   0.15464324  0.15313056 -0.15861637 -0.21161735]
 [ 0.14196092 -0.16655602 -0.14136909 -0.00602969  0.13825409 -0.05861663
   0.00193618 -0.1489777   0.1292452  -0.11355526]
 [-0.11703572  0.14109461  0.25959008 -0.01824963  0.15747217  0.08655249
  -0.01117259 -0.29837591 -0.11887507 -0.05878296]
 [-0.35258944  0.07926738  0.01043417 -0.03393665  0.15461942 -0.16893155
  -0.02703864  0.23464931 -0.09533477  0.07372234]
 [ 0.15019869  0.09841174 -0.23704971 -0.08951845  0.11063137 -0.29348222
   0.01409475 -0.16788359 -0.0017092  -0.18730145]
 [ 0.20500386 -0.16185824  0.05877232 -0.03391704  0.09929964 -0.02854596
   0.01145769 -0.13747294  0.10368544 -0.18986961]
 [-0.10788156 -0.04543468  0.11949458  0.10403094  0.04822376 -0.11048103
   0.24805686 -0.07753704  0.18161518 -0.00815758]
 [ 0.01446257 -0.14352129  0.21109884 -0.22526645  0.04544181  0.10869691
   0.02238112 -0.11373169  0.03356071  0.24309234]]
[[ 0.55530309]
 [ 1.42600534]
 [ 0.2713826 ]
 [ 0.81049622]
 [-2.55407036]
 [-0.28434461]
 [-1.5303378 ]
 [ 0.02964916]
 [ 0.62349334]
 [ 0.84635186]]
Progress: 21.1% ... Training loss: 0.306 ... Validation loss: 0.496[[  1.57894204e-01   2.06279656e-01  -1.12141467e-01   1.01099427e-01
   -4.99548381e-01  -6.80350904e-02  -5.18764688e-02   1.23446217e-01
   -7.65656414e-02   1.84322708e-01]
 [  1.12263982e-02   1.57917869e-01  -2.16650914e-02   3.56181806e-02
    1.11929765e-01  -3.98097537e-03   3.11075391e-01   4.10106571e-02
    1.35160266e-01  -3.44412960e-02]
 [  1.80342748e-01   4.35480023e-01   1.94643600e-02   4.93004471e-02
    1.77770376e-01  -4.23511364e-02  -5.18442539e-01  -3.60741115e-02
    7.62883573e-02   3.02216252e-01]
 [ -2.28732365e-02  -3.02609224e-01  -2.38887970e-01   3.05643538e-02
    5.48381223e-03   1.63660576e-01   1.33939925e-01   5.57219888e-02
    1.88924460e-02   1.16587510e-01]
 [ -1.72616866e-03   1.61031203e-01  -1.44502636e-01   4.51901365e-02
    7.07888116e-02  -1.80261008e-01   3.06672893e-02  -1.19569884e-01
   -1.82983998e-01   1.60815768e-02]
 [ -3.52689043e-01  -3.75129599e-01  -2.86867531e-01   1.58907415e-01
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   -2.53731906e-03   2.73266814e-02]
 [ -4.60432739e-04  -1.64217324e-01   1.12376938e-02   9.69734724e-02
   -3.36618410e-02  -7.24472915e-02   1.63564392e-01  -1.89581271e-01
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 [  1.19296891e-01  -2.13497625e-01   3.57978490e-02  -6.07279966e-02
    1.02023329e-01  -4.83011384e-02   4.91052862e-02   1.22125906e-01
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 [ -1.74576804e-01  -9.45588048e-02  -3.06963734e-01  -2.76228858e-02
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 [  7.59495083e-02  -2.57313531e-01   9.66767649e-02   4.92333598e-02
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 [ -8.39377039e-02   5.63700538e-02  -3.11925869e-03  -1.61278688e-01
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   -2.52317765e-02  -1.33079479e-01]
 [ -1.07147849e-01  -5.10717568e-02  -6.79029330e-02  -4.11185614e-03
    3.51226128e-01   9.98618042e-02   1.67785326e-02  -1.55937060e-02
   -1.65582948e-01  -2.03658875e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.24341711e-01  -1.82247432e-01   1.17188183e-01   2.67079668e-01
   -1.10793389e-01  -8.18286711e-02  -8.64413530e-02  -2.55400834e-01
   -2.14273372e-01  -4.46599369e-03]
 [  1.21626985e-01  -5.79183192e-02  -1.51460781e-02   1.29375164e-01
   -3.71173338e-02  -8.91664163e-02   1.18007266e-01   4.51903403e-03
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[[ 0.56986223]
 [ 1.43594344]
 [ 0.28552759]
 [ 0.82502132]
 [-2.53779918]
 [-0.27034632]
 [-1.51072984]
 [ 0.04466681]
 [ 0.63957568]
 [ 0.86277691]]
Progress: 21.2% ... Training loss: 0.302 ... Validation loss: 0.478[[  1.56045460e-01   2.01427115e-01  -1.13157245e-01   9.80624331e-02
   -4.91415197e-01  -6.70569814e-02  -4.71970648e-02   1.23280214e-01
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 [  1.77835051e-01   4.30575240e-01   1.82373107e-02   4.52288811e-02
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   -8.56097067e-02  -1.98438596e-01  -1.95520292e-01  -1.32334770e-01
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 [  2.33621775e-02   5.19182896e-02   2.42324792e-01   6.66363522e-02
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   -1.91660340e-01   1.02772723e-01]
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   -2.58548242e-02  -9.95096048e-02]
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   -4.41950681e-04   1.85002418e-01   1.22647487e-01   1.18078991e-01
   -2.91612097e-02   1.64248792e-01]
 [  2.10403677e-01   3.59834812e-02   2.38224535e-02   6.64645359e-02
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   -6.58503806e-02  -3.34818205e-02]
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 [  2.57315810e-01   2.92479255e-01   2.44802851e-01   1.39971626e-01
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 [  1.43429076e-01  -1.63962849e-01  -1.40749202e-01  -3.88369904e-03
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   -1.19932733e-01  -6.02888646e-02]
 [ -3.51431006e-01   8.20657607e-02   1.09819287e-02  -3.22924854e-02
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 [  1.49912197e-01   9.75085507e-02  -2.37163924e-01  -8.99931218e-02
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   -2.05072929e-03  -1.87873761e-01]
 [  2.04114278e-01  -1.64357665e-01   5.83051821e-02  -3.53174073e-02
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 [ -1.08108785e-01  -4.60755747e-02   1.19368741e-01   1.03691996e-01
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    1.81378378e-01  -8.54946593e-03]
 [  1.49818173e-02  -1.42434198e-01   2.11415352e-01  -2.24290566e-01
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    3.43961530e-02   2.44005673e-01]]
[[ 0.55552885]
 [ 1.42031443]
 [ 0.2720582 ]
 [ 0.81100531]
 [-2.54843116]
 [-0.27973429]
 [-1.51954719]
 [ 0.03282534]
 [ 0.62486066]
 [ 0.84742805]]
Progress: 21.2% ... Training loss: 0.304 ... Validation loss: 0.493[[  1.56322230e-01   2.01673338e-01  -1.12977448e-01   9.86530611e-02
   -4.93406794e-01  -6.71956537e-02  -4.83109587e-02   1.23305760e-01
   -7.80422986e-02   1.81880948e-01]
 [  1.21544416e-02   1.59909948e-01  -2.11837011e-02   3.70523680e-02
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    1.36260111e-01  -3.29955444e-02]
 [  1.79621299e-01   4.35066375e-01   1.92435349e-02   4.81109202e-02
    1.80896589e-01  -4.19745230e-02  -5.18563332e-01  -3.61666182e-02
    7.58529090e-02   3.01065996e-01]
 [ -2.25323146e-02  -3.02689130e-01  -2.38835739e-01   3.07088894e-02
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 [ -6.73649294e-04   1.64514670e-01  -1.43689059e-01   4.76593940e-02
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   -1.81110097e-01   1.85423850e-02]
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   -2.11209510e-03   2.78195158e-02]
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   -2.52666623e-02  -1.33336396e-01]
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   -1.66734693e-01  -2.05311292e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -1.11177544e-01  -8.18575704e-02  -8.63634559e-02  -2.55398935e-01
   -2.14215814e-01  -4.42253525e-03]
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   -9.53370685e-02  -5.85889814e-03]
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 [  5.40978653e-02  -1.87044108e-02   8.79120863e-02   9.04741405e-02
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   -3.21863869e-02  -6.32287226e-02]
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   -1.64704771e-01  -6.11262972e-02]
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   -1.75642035e-01  -3.64438304e-01]
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 [  1.42493121e-02  -3.99700046e-01  -4.16392515e-02  -1.04637182e-01
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   -3.60179475e-01  -2.13062272e-01]
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   -7.92456424e-02  -1.23023630e-01]
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   -2.36322000e-01  -3.65336303e-03]
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 [  3.40717310e-01   2.85342739e-01  -8.78280411e-02   3.04340272e-01
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 [  5.30549301e-02   1.58287390e-01   2.55538571e-01   2.59794076e-01
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   -1.91266257e-01   1.03275039e-01]
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   -6.55941235e-02  -3.31653185e-02]
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   -1.58354217e-01  -2.11277293e-01]
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   -1.17315603e-03  -1.86832779e-01]
 [  2.04443857e-01  -1.63553765e-01   5.84869778e-02  -3.47041181e-02
    1.01606977e-01  -2.82832154e-02   1.30088297e-02  -1.37517165e-01
    1.03066902e-01  -1.90671626e-01]
 [ -1.08279432e-01  -4.64788944e-02   1.19276008e-01   1.03459113e-01
    4.95894602e-02  -1.10296604e-01   2.48803616e-01  -7.75790520e-02
    1.81224433e-01  -8.74680879e-03]
 [  1.60230212e-02  -1.40070980e-01   2.11952233e-01  -2.22711872e-01
    3.58053224e-02   1.07822128e-01   1.88304142e-02  -1.13650591e-01
    3.56165011e-02   2.45407804e-01]]
[[ 0.56601305]
 [ 1.4324686 ]
 [ 0.28094116]
 [ 0.81928071]
 [-2.5407062 ]
 [-0.27373001]
 [-1.51364377]
 [ 0.03957598]
 [ 0.63249382]
 [ 0.85711049]]
Progress: 21.3% ... Training loss: 0.301 ... Validation loss: 0.481[[  1.55879096e-01   2.01186647e-01  -1.13161873e-01   9.81496602e-02
   -4.92062599e-01  -6.70279500e-02  -4.70251646e-02   1.23281027e-01
   -7.84369160e-02   1.81364534e-01]
 [  1.25432624e-02   1.60732275e-01  -2.09861379e-02   3.76303726e-02
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    1.36689033e-01  -3.23877037e-02]
 [  1.78034596e-01   4.32095796e-01   1.84005569e-02   4.54013457e-02
    1.89530297e-01  -4.11585008e-02  -5.15577182e-01  -3.62940424e-02
    7.41358052e-02   2.98787936e-01]
 [ -2.21950632e-02  -3.03283997e-01  -2.38680585e-01   3.10949226e-02
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    1.96645688e-02   1.17473328e-01]
 [  4.04027530e-04   1.67932344e-01  -1.43065595e-01   4.94969949e-02
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   -1.80050636e-01   2.03265841e-02]
 [ -3.52719399e-01  -3.76617363e-01  -2.86901737e-01   1.59169669e-01
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   -2.51264272e-03   2.71774470e-02]
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   -2.44290147e-02  -1.32201978e-01]
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   -1.66511741e-01  -2.05126407e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.14948366e-01  -5.43687107e-03]
 [  1.21262297e-01  -5.93737227e-02  -1.53390302e-02   1.28932368e-01
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   -9.51907979e-02  -5.77933432e-03]
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 [  5.25086866e-02  -2.26412579e-02   8.70902970e-02   8.79968925e-02
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   -3.40895726e-02  -6.56115395e-02]
 [  2.79442410e-03  -1.63093770e-01  -2.92755262e-01  -5.57416607e-02
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   -1.65133740e-01  -6.16328657e-02]
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   -1.75423818e-01  -3.64198095e-01]
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   -3.60665607e-01  -2.13730212e-01]
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 [  3.39784474e-01   2.82786956e-01  -8.83958583e-02   3.02871352e-01
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 [  5.31596535e-02   1.58512538e-01   2.55609805e-01   2.59973208e-01
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   -1.32803022e-01  -2.78099541e-01]
 [  2.47976968e-02  -5.03768341e-02  -1.17822393e-01  -5.28588097e-02
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   -2.52075410e-02  -9.87412096e-02]
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   -3.88708353e-03   1.84648831e-01   1.20780249e-01   1.18123992e-01
   -2.83375946e-02   1.65136138e-01]
 [  2.10215983e-01   3.55790616e-02   2.38159841e-02   6.63920218e-02
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   -6.59111679e-02  -3.36058067e-02]
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 [  1.41571783e-01  -1.68850074e-01  -1.41693651e-01  -6.46797969e-03
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 [ -1.17495324e-01   1.39393313e-01   2.59451195e-01  -1.88294292e-02
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   -1.19242408e-01  -5.93875309e-02]
 [ -3.52619957e-01   7.90694005e-02   1.04049930e-02  -3.40199837e-02
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   -9.53558707e-02   7.35585110e-02]
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    1.80789538e-01  -9.39961111e-03]
 [  1.58883057e-02  -1.40518024e-01   2.11769662e-01  -2.23043323e-01
    3.63291612e-02   1.07916288e-01   1.94027057e-02  -1.13670727e-01
    3.54337643e-02   2.45108831e-01]]
[[ 0.5559228 ]
 [ 1.42566943]
 [ 0.27151757]
 [ 0.80861324]
 [-2.55014441]
 [-0.28100771]
 [-1.52110037]
 [ 0.03071295]
 [ 0.62217603]
 [ 0.84588779]]
Progress: 21.4% ... Training loss: 0.305 ... Validation loss: 0.492[[  1.55937766e-01   2.01146655e-01  -1.13156593e-01   9.83904459e-02
   -4.92998996e-01  -6.71477418e-02  -4.74195569e-02   1.23286643e-01
   -7.82852763e-02   1.81480383e-01]
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 [  1.77679687e-01   4.32959097e-01   1.81513430e-02   4.46677540e-02
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   -1.82563119e-01   1.68250399e-02]
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   -1.80699298e-03   2.80591269e-02]
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 [  7.18642521e-02  -2.68938946e-01   9.45999508e-02   4.37401095e-02
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   -1.65475937e-01  -2.03731204e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -1.10186593e-01  -8.17158240e-02  -8.49609386e-02  -2.55427005e-01
   -2.14697380e-01  -5.06218262e-03]
 [  1.21355590e-01  -5.96708772e-02  -1.52987973e-02   1.29160254e-01
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[[ 0.55864204]
 [ 1.42603591]
 [ 0.27458383]
 [ 0.81036691]
 [-2.54495878]
 [-0.27537011]
 [-1.51593838]
 [ 0.03602466]
 [ 0.62527777]
 [ 0.84977134]]
Progress: 21.4% ... Training loss: 0.302 ... Validation loss: 0.490[[  1.57399857e-01   2.04350211e-01  -1.12333792e-01   1.00867765e-01
   -4.99947878e-01  -6.79492940e-02  -5.13826983e-02   1.23406581e-01
   -7.64892221e-02   1.83780450e-01]
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 [  5.30269590e-02   1.58093637e-01   2.55533173e-01   2.59737355e-01
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   -1.90727167e-01   1.03796484e-01]
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   -2.04320971e-01   7.32193149e-02   9.08808785e-02  -2.71162142e-01
   -2.52779696e-02  -9.88372848e-02]
 [ -1.77122231e-02   6.95545461e-02   8.17521354e-02  -3.81987981e-02
   -6.86624506e-03   1.84308298e-01   1.18953415e-01   1.18157814e-01
   -2.75673672e-02   1.66161731e-01]
 [  2.10394636e-01   3.63345195e-02   2.39044459e-02   6.67296339e-02
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   -6.56610305e-02  -3.32179589e-02]
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 [  2.58216356e-01   2.94998072e-01   2.45298598e-01   1.41461737e-01
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 [  1.41004912e-01  -1.70690626e-01  -1.41926748e-01  -6.87420634e-03
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   -1.18956763e-01  -5.90747440e-02]
 [ -3.52846355e-01   7.81557775e-02   1.03594040e-02  -3.41339414e-02
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   -9.55233958e-02   7.34346941e-02]
 [  1.51951172e-01   1.01793789e-01  -2.36106286e-01  -8.64887406e-02
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 [  2.05029314e-01  -1.63128926e-01   5.88305342e-02  -3.37493472e-02
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    1.03861716e-01  -1.89706315e-01]
 [ -1.08587492e-01  -4.73658249e-02   1.19169723e-01   1.03002542e-01
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    1.80901611e-01  -9.26177538e-03]
 [  1.68864760e-02  -1.38379872e-01   2.12231209e-01  -2.21601308e-01
    3.13969079e-02   1.07385871e-01   1.64580885e-02  -1.13618376e-01
    3.66313106e-02   2.46550561e-01]]
[[ 0.56758931]
 [ 1.43241593]
 [ 0.27857409]
 [ 0.81776895]
 [-2.53935634]
 [-0.27109706]
 [-1.511855  ]
 [ 0.04351374]
 [ 0.63132955]
 [ 0.85864866]]
Progress: 21.4% ... Training loss: 0.300 ... Validation loss: 0.483[[  1.59626714e-01   2.09009899e-01  -1.11139191e-01   1.04052793e-01
   -5.07629096e-01  -6.89849150e-02  -5.67267893e-02   1.23591747e-01
   -7.37860167e-02   1.87226018e-01]
 [  1.24050450e-02   1.60306707e-01  -2.10592198e-02   3.74138923e-02
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    1.36531218e-01  -3.26042328e-02]
 [  1.82714706e-01   4.46731576e-01   2.09806013e-02   5.22866699e-02
    1.69927725e-01  -4.31607728e-02  -5.30004694e-01  -3.59335962e-02
    7.98873086e-02   3.06249335e-01]
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   -1.69143002e-02   1.60936422e-01   1.19923028e-01   5.61081032e-02
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 [  6.35855134e-04   1.68901545e-01  -1.42658685e-01   5.04358571e-02
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   -1.79554334e-01   2.08511537e-02]
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   -2.19388374e-02  -1.28921823e-01]
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   -1.65077876e-01  -2.03205226e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.14957562e-01  -5.47592771e-03]
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   -3.97012101e-02  -8.95623829e-02   1.18643305e-01   4.57090074e-03
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   -9.33780249e-02  -3.60416211e-03]
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 [ -7.36482470e-02  -4.34955934e-02   2.74353622e-01   9.24300116e-02
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 [  5.25868413e-02  -2.23766232e-02   8.71099207e-02   8.81061065e-02
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   -3.39336500e-02  -6.55056801e-02]
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 [  5.25115960e-02   2.88674511e-03  -1.17204763e-01   4.38206814e-02
   -8.97882738e-02   3.23359704e-01   2.51040057e-01   2.05420756e-01
   -1.62746222e-01  -5.85652256e-02]
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 [  1.49800674e-02  -3.99111614e-01  -4.12420686e-02  -1.03416067e-01
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   -3.59332821e-01  -2.11879759e-01]
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   -7.94894409e-02  -1.23375905e-01]
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 [  1.27002959e-01   2.69885215e-01   1.71440431e-01  -6.84488095e-02
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 [  3.40856259e-01   2.85605538e-01  -8.79038274e-02   3.04494463e-01
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 [  5.34239524e-02   1.59010650e-01   2.55736547e-01   2.60299618e-01
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   -1.32511392e-01  -2.77751962e-01]
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 [  2.38134539e-02   5.28210854e-02   2.42609878e-01   6.74421712e-02
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   -1.58064790e-01  -2.10904076e-01]
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 [  2.05918849e-01  -1.60833373e-01   5.93296052e-02  -3.24249543e-02
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    1.04930926e-01  -1.88301051e-01]
 [ -1.07461964e-01  -4.48901041e-02   1.19752678e-01   1.04736330e-01
    4.62998267e-02  -1.10702610e-01   2.46988661e-01  -7.75002709e-02
    1.82322753e-01  -7.39428349e-03]
 [  1.61570069e-02  -1.40194775e-01   2.11881434e-01  -2.22678279e-01
    3.47517134e-02   1.07754657e-01   1.85452051e-02  -1.13674987e-01
    3.58203732e-02   2.45439341e-01]]
[[ 0.58195707]
 [ 1.44982391]
 [ 0.28993778]
 [ 0.83383758]
 [-2.53119103]
 [-0.2618719 ]
 [-1.50314859]
 [ 0.05542892]
 [ 0.64454347]
 [ 0.87313544]]
Progress: 21.5% ... Training loss: 0.308 ... Validation loss: 0.476[[  1.57892092e-01   2.04678814e-01  -1.12040311e-01   1.01481105e-01
   -4.99403848e-01  -6.81844755e-02  -5.23305714e-02   1.23428093e-01
   -7.57551074e-02   1.84457161e-01]
 [  1.24714453e-02   1.60455135e-01  -2.10306661e-02   3.75220393e-02
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    1.36606793e-01  -3.25082296e-02]
 [  1.79845693e-01   4.40779937e-01   1.93335976e-02   4.75267210e-02
    1.83453716e-01  -4.17148361e-02  -5.23147083e-01  -3.62355196e-02
    7.62329650e-02   3.01584434e-01]
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   -2.05299488e-02   1.60653061e-01   1.17724032e-01   5.61819904e-02
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 [  1.24629745e-03   1.70040229e-01  -1.42386202e-01   5.14926643e-02
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   -1.78830823e-01   2.16589889e-02]
 [ -3.50602305e-01  -3.76128114e-01  -2.85770013e-01   1.62857150e-01
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   -2.15649291e-02  -1.28456125e-01]
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   -1.65411853e-01  -2.03679524e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.24968163e-01  -1.84906377e-01   1.16992561e-01   2.66780156e-01
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   -2.14707156e-01  -5.25857781e-03]
 [  1.21587255e-01  -6.06116515e-02  -1.51639550e-02   1.29670666e-01
   -3.76783166e-02  -8.93214469e-02   1.20187096e-01   4.51532279e-03
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 [  3.72746650e-02  -4.83798433e-02  -2.11280660e-01   1.48811074e-01
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   -9.35999048e-02  -3.88841256e-03]
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 [  5.25747528e-02  -2.25911034e-02   8.70542798e-02   8.79216687e-02
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   -3.40677895e-02  -6.56500295e-02]
 [  4.02506044e-03  -1.59792868e-01  -2.92089780e-01  -5.37066546e-02
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 [  5.15136201e-02   4.37760999e-04  -1.17727719e-01   4.23018296e-02
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   -1.76542300e-01  -3.65756068e-01]
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 [  1.47622966e-02  -3.99706292e-01  -4.13571388e-02  -1.03753691e-01
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 [  3.41531661e-01   2.87237787e-01  -8.75572754e-02   3.05474119e-01
   -8.75012562e-01  -2.83946322e-01  -4.48434400e-01   1.77272262e-01
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 [  5.31257805e-02   1.58115942e-01   2.55591369e-01   2.59873118e-01
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   -1.91296370e-01   1.03057963e-01]
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   -2.63784353e-02  -1.00329860e-01]
 [ -1.81799217e-02   6.84388264e-02   8.15130830e-02  -3.88589046e-02
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   -2.80916312e-02   1.65481148e-01]
 [  2.10289810e-01   3.59521709e-02   2.38597184e-02   6.65974770e-02
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   -6.57484671e-02  -3.33743988e-02]
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 [  2.58217972e-01   2.95032013e-01   2.45366334e-01   1.41575083e-01
   -3.93712153e-01   8.19432727e-02  -2.05740501e-01   1.62611599e-01
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   -2.75685111e-01  -9.43533333e-02]
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   -1.58369489e-01  -2.11313063e-01]
 [  1.40417830e-01  -1.72462070e-01  -1.42255417e-01  -7.66145295e-03
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   -1.18685131e-01  -5.88563610e-02]
 [ -3.51624340e-01   8.06980039e-02   1.09388643e-02  -3.24581606e-02
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   -9.41868816e-02   7.51563615e-02]
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    1.82297277e-01  -7.35889111e-03]
 [  1.61640834e-02  -1.40305425e-01   2.11883318e-01  -2.22662311e-01
    3.45709782e-02   1.07723997e-01   1.84700731e-02  -1.13672641e-01
    3.58274257e-02   2.45439525e-01]]
[[ 0.56887191]
 [ 1.4402858 ]
 [ 0.278371  ]
 [ 0.82240287]
 [-2.5457713 ]
 [-0.2714785 ]
 [-1.51448084]
 [ 0.04692161]
 [ 0.63385578]
 [ 0.86178657]]
Progress: 21.6% ... Training loss: 0.301 ... Validation loss: 0.482[[  1.56722591e-01   2.01661681e-01  -1.12601837e-01   9.99426041e-02
   -4.96086081e-01  -6.76266488e-02  -4.94646042e-02   1.23335714e-01
   -7.70461885e-02   1.82743249e-01]
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 [  1.79253990e-01   4.39154299e-01   1.89553447e-02   4.63432835e-02
    1.86789421e-01  -4.13600907e-02  -5.22153737e-01  -3.62908341e-02
    7.54505179e-02   3.00828064e-01]
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   -2.11325474e-02   1.60673912e-01   1.18190968e-01   5.61882474e-02
    2.68502441e-02   1.27632491e-01]
 [  8.32368740e-04   1.69308014e-01  -1.42477189e-01   5.13124527e-02
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   -1.79036605e-01   2.11747102e-02]
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   -4.05501606e-04   2.93696005e-02]
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 [  6.98836095e-02  -2.76396730e-01   9.38734000e-02   4.14323244e-02
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   -2.16547118e-02  -1.28486887e-01]
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   -1.65906982e-01  -2.04344983e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.25588949e-01  -1.86193055e-01   1.16733077e-01   2.66101480e-01
   -1.08854956e-01  -8.15299436e-02  -8.24995275e-02  -2.55463109e-01
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[[ 0.56351901]
 [ 1.43397356]
 [ 0.27156917]
 [ 0.81454246]
 [-2.54953389]
 [-0.2768552 ]
 [-1.51957495]
 [ 0.04100132]
 [ 0.62794972]
 [ 0.85327637]]
Progress: 21.6% ... Training loss: 0.302 ... Validation loss: 0.488[[  1.57671603e-01   2.03984146e-01  -1.12112046e-01   1.01306680e-01
   -4.99689427e-01  -6.80842351e-02  -5.12706224e-02   1.23409279e-01
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 [  5.31695847e-02   1.58196127e-01   2.55620479e-01   2.59939853e-01
   -8.48989448e-02  -1.98357139e-01  -1.94902319e-01  -1.32345053e-01
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   -2.63803863e-02  -1.00300048e-01]
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   -2.58834965e-03   1.84819602e-01   1.21731354e-01   1.18075594e-01
   -2.87741417e-02   1.64649806e-01]
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 [  1.42128322e-01  -1.68955084e-01  -1.41434079e-01  -4.90599366e-03
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 [ -3.52789228e-01   7.76312920e-02   1.03669104e-02  -3.41839818e-02
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 [  1.50277333e-01   9.65874281e-02  -2.36897728e-01  -8.88898657e-02
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   -1.32934413e-03  -1.87040646e-01]
 [  2.05090940e-01  -1.62793851e-01   5.89544708e-02  -3.35487347e-02
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 [ -1.08077755e-01  -4.69656129e-02   1.19471423e-01   1.03892881e-01
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    1.81667407e-01  -8.23979542e-03]
 [  1.47630556e-02  -1.43301817e-01   2.11177019e-01  -2.24729513e-01
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    3.42446892e-02   2.43512156e-01]]
[[ 0.56561222]
 [ 1.43726288]
 [ 0.27412547]
 [ 0.81823719]
 [-2.552684  ]
 [-0.27508562]
 [-1.52076977]
 [ 0.04166535]
 [ 0.63188202]
 [ 0.85512555]]
Progress: 21.6% ... Training loss: 0.301 ... Validation loss: 0.484[[  1.58733096e-01   2.06519776e-01  -1.11609276e-01   1.02547880e-01
   -5.02785075e-01  -6.84903873e-02  -5.37296911e-02   1.23479607e-01
   -7.51338267e-02   1.85655903e-01]
 [  1.26494267e-02   1.60812697e-01  -2.09518247e-02   3.78772569e-02
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    1.36813972e-01  -3.21960557e-02]
 [  1.78105576e-01   4.37558619e-01   1.82780840e-02   4.34029807e-02
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    7.35545550e-02   2.98643659e-01]
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   -2.09141333e-02  -1.27233087e-01]
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   -1.65646210e-01  -2.04045752e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.15362883e-01  -6.18942400e-03]
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   -5.23190803e-02   8.62240863e-02  -8.47730394e-02  -1.97508075e-02
   -9.17830333e-02  -1.66262678e-03]
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   -3.42081912e-02  -6.58061469e-02]
 [  3.78534993e-03  -1.60550731e-01  -2.92239935e-01  -5.41051329e-02
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   -1.76865939e-01  -3.66242589e-01]
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 [  3.42495630e-01   2.90295612e-01  -8.70381335e-02   3.07022521e-01
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 [  5.30948622e-02   1.57954310e-01   2.55587787e-01   2.59829375e-01
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   -6.58609806e-02  -3.34932034e-02]
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   -9.47315513e-02   7.45101074e-02]
 [  1.50676229e-01   9.72421675e-02  -2.36675705e-01  -8.82491255e-02
    1.08712878e-01  -2.93855326e-01   1.40601351e-02  -1.67872538e-01
   -8.32291007e-04  -1.86430258e-01]
 [  2.05246012e-01  -1.62547511e-01   5.90172816e-02  -3.35880015e-02
    9.83262375e-02  -2.87892113e-02   1.18796203e-02  -1.37469445e-01
    1.03969748e-01  -1.89446096e-01]
 [ -1.07369932e-01  -4.52665622e-02   1.19835501e-01   1.04927778e-01
    4.58477809e-02  -1.10771133e-01   2.46908212e-01  -7.74895060e-02
    1.82440620e-01  -7.19903743e-03]
 [  1.51462108e-02  -1.42548982e-01   2.11333807e-01  -2.24067866e-01
    3.76498697e-02   1.08177383e-01   2.12851680e-02  -1.13767353e-01
    3.47193895e-02   2.44118046e-01]]
[[ 0.576234  ]
 [ 1.44713197]
 [ 0.28468   ]
 [ 0.83137068]
 [-2.54673456]
 [-0.2656041 ]
 [-1.51045237]
 [ 0.05135867]
 [ 0.64574851]
 [ 0.86772346]]
Progress: 21.7% ... Training loss: 0.302 ... Validation loss: 0.480[[  1.59523852e-01   2.08140281e-01  -1.11188098e-01   1.03618478e-01
   -5.06222480e-01  -6.88147105e-02  -5.53668890e-02   1.23555456e-01
   -7.41596449e-02   1.86657305e-01]
 [  1.26314567e-02   1.60776325e-01  -2.09565832e-02   3.78614434e-02
    1.05741893e-01  -4.70321192e-03   3.07345167e-01   4.11129783e-02
    1.36786730e-01  -3.22023850e-02]
 [  1.81610936e-01   4.46498818e-01   1.98759536e-02   4.80025437e-02
    1.81451499e-01  -4.20466584e-02  -5.28944807e-01  -3.61053334e-02
    7.73324821e-02   3.03400245e-01]
 [ -1.75803510e-02  -2.92186451e-01  -2.36278180e-01   3.86571832e-02
   -1.31367527e-02   1.61412742e-01   1.24065715e-01   5.60511551e-02
    2.48102929e-02   1.25488024e-01]
 [ -2.27792936e-03   1.61744387e-01  -1.44101035e-01   4.65391141e-02
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   -1.82231610e-01   1.56967725e-02]
 [ -3.52128534e-01  -3.81329904e-01  -2.86370330e-01   1.61409416e-01
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   -1.16044971e-03   2.81146095e-02]
 [ -6.44700057e-04  -1.65224922e-01   1.11776650e-02   9.64907358e-02
   -3.23551950e-02  -7.23086827e-02   1.63256764e-01  -1.89598841e-01
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 [  1.18178439e-01  -2.17114598e-01   3.54140908e-02  -6.19867625e-02
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 [ -1.74399024e-01  -9.58812795e-02  -3.06941669e-01  -2.72237806e-02
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 [  7.30509625e-02  -2.69118670e-01   9.54495574e-02   4.58204921e-02
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   -2.07113292e-02  -1.27167626e-01]
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   -1.66950006e-01  -2.05752684e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.25315498e-01  -1.86169705e-01   1.16952168e-01   2.66827236e-01
   -1.11151932e-01  -8.17459127e-02  -8.27691118e-02  -2.55423950e-01
   -2.14883940e-01  -5.58976245e-03]
 [  1.20001598e-01  -6.52762686e-02  -1.59129256e-02   1.27588229e-01
   -3.19711952e-02  -8.86720127e-02   1.25162769e-01   4.39067637e-03
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 [  3.72941659e-02  -4.81188333e-02  -2.11266659e-01   1.48802252e-01
   -4.62178385e-02   8.69345350e-02  -8.08620978e-02  -1.98893525e-02
   -9.35412633e-02  -3.94058018e-03]
 [ -1.26988716e-01  -6.98361110e-02  -2.06033857e-01   1.47527911e-01
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 [ -7.41685435e-02  -4.48183383e-02   2.74076244e-01   9.16963390e-02
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 [  5.39098667e-02  -1.95718609e-02   8.77394351e-02   8.97233500e-02
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   -3.26109901e-02  -6.37585859e-02]
 [  4.38767382e-03  -1.59253174e-01  -2.91975668e-01  -5.32730401e-02
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 [  4.96227562e-02  -4.52677606e-03  -1.18676183e-01   3.94527464e-02
   -7.72222626e-02   3.24795572e-01   2.58897632e-01   2.05169546e-01
   -1.66138677e-01  -6.30424889e-02]
 [  8.69906113e-03  -8.19425283e-03   1.24215909e-01   1.12120092e-01
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 [  1.01921165e-01   6.17249916e-02  -5.10721845e-02  -1.11919843e-01
   -7.15905828e-02  -3.26419478e-01   1.24967958e-01   8.20955393e-03
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 [ -9.85428351e-02   1.13933499e-02  -1.54355097e-02   2.25737626e-02
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   -2.73155556e-01  -6.40931466e-03  -2.36780304e-02  -2.31064923e-02
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 [ -2.50481400e-02  -5.13881968e-02  -7.23707104e-02  -1.21353861e-01
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   -1.76956221e-01  -3.66375062e-01]
 [ -9.93167105e-03  -3.36668205e-01  -2.66559135e-02  -6.52438718e-02
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    3.47989512e-02  -3.71128673e-01]
 [  1.49834691e-02  -4.00238729e-01  -4.12838770e-02  -1.03430285e-01
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   -3.59392378e-01  -2.11945979e-01]
 [ -1.55872424e-01  -5.34386168e-01  -3.37932580e-03  -1.86689932e-01
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   -5.49667614e-02   9.65333594e-02]
 [ -2.78773764e-01  -3.43105556e-01   6.01454909e-02  -3.54871653e-02
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   -7.97663276e-02  -1.23816988e-01]
 [ -1.83836957e-01  -2.31428458e-01   2.58987777e-01  -2.20026683e-01
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   -2.38162301e-01  -6.00153677e-03]
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 [  1.28233214e-01   2.73188352e-01   1.72031317e-01  -6.66772565e-02
   -1.51175989e-01   4.19650694e-02  -1.85999065e-01   2.84921315e-01
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 [  3.42823139e-01   2.90947967e-01  -8.69037532e-02   3.07392958e-01
   -8.79684005e-01  -2.84619608e-01  -4.51993265e-01   1.77370393e-01
    3.73117261e-01  -4.80899069e-02]
 [  5.27971465e-02   1.57293886e-01   2.55424615e-01   2.59364216e-01
   -8.32120664e-02  -1.98182458e-01  -1.93882821e-01  -1.32379263e-01
   -1.33234566e-01  -2.78791589e-01]
 [  2.41786658e-02  -5.20228466e-02  -1.18086225e-01  -5.37408626e-02
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 [  4.27339776e-04  -5.59678984e-02  -6.65561632e-02  -5.07135768e-02
   -1.46086517e-02  -1.75610312e-01   8.96804510e-02   1.01832767e-02
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 [  2.48311675e-02   5.53058046e-02   2.43095664e-01   6.88791594e-02
   -2.09513520e-01  -1.32310868e-01   1.26257046e-01   3.95457657e-02
   -1.89955101e-01   1.04985463e-01]
 [  6.26482166e-02   4.80122229e-03   1.03820459e-01  -4.55926293e-03
   -1.99847656e-01   7.36574618e-02   9.31009341e-02  -2.71264686e-01
   -2.63446167e-02  -1.00312577e-01]
 [ -1.90526609e-02   6.64149281e-02   8.10859854e-02  -4.01796553e-02
   -1.36773596e-03   1.84949692e-01   1.22417601e-01   1.18054207e-01
   -2.90963205e-02   1.64266292e-01]
 [  2.10911431e-01   3.76826332e-02   2.41397247e-02   6.74704069e-02
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   -6.51251191e-02  -3.24435229e-02]
 [  3.13562244e-02  -4.72509897e-02   1.21317082e-02   2.60999794e-02
   -3.60350581e-01  -1.17992224e-01  -1.75630681e-01   4.05060472e-02
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 [  2.75508591e-02   5.15020238e-01   1.13456421e-01   3.89198414e-01
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 [  1.73758273e-01   5.10945451e-01   6.08267176e-02   4.09785226e-01
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 [  2.58822398e-01   2.96880980e-01   2.45723571e-01   1.42587272e-01
   -3.96717469e-01   8.15907017e-02  -2.07510986e-01   1.62676116e-01
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 [ -7.43257181e-02   2.13103132e-01   2.41307566e-01   1.45067029e-02
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   -3.47663883e-02   4.95402409e-02]
 [ -9.82500381e-02  -9.57429195e-03   2.47031294e-02   9.18347812e-02
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   -2.75989932e-01  -9.47357863e-02]
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   -2.06363463e-01   3.38328743e-02]
 [  1.69614160e-02  -3.53747184e-01  -1.24087136e-01  -1.52945028e-01
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   -1.58274761e-01  -2.11125539e-01]
 [  1.42112502e-01  -1.68681751e-01  -1.41425507e-01  -4.89498827e-03
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 [ -1.16022822e-01   1.41164264e-01   2.60190627e-01  -1.66469792e-02
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   -1.17572171e-01  -5.73203030e-02]
 [ -3.52134243e-01   7.91951606e-02   1.07124773e-02  -3.32732247e-02
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   -9.47821185e-02   7.43147911e-02]
 [  1.50704530e-01   9.70283608e-02  -2.36554442e-01  -8.79518494e-02
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   -6.32787582e-04  -1.86383585e-01]
 [  2.04856548e-01  -1.63363314e-01   5.88839422e-02  -3.40858735e-02
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 [ -1.06347570e-01  -4.31033311e-02   1.20356299e-01   1.06448393e-01
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    1.83628611e-01  -5.69132723e-03]
 [  1.44218449e-02  -1.44341504e-01   2.10917628e-01  -2.25077817e-01
    3.96475846e-02   1.08523243e-01   2.33369520e-02  -1.13833570e-01
    3.38789865e-02   2.43113004e-01]]
[[ 0.57863537]
 [ 1.45156893]
 [ 0.28719567]
 [ 0.83171705]
 [-2.54639195]
 [-0.2674038 ]
 [-1.51341405]
 [ 0.05168396]
 [ 0.64695573]
 [ 0.86905166]]
Progress: 21.8% ... Training loss: 0.302 ... Validation loss: 0.475[[  1.60128082e-01   2.09673285e-01  -1.10821537e-01   1.04464957e-01
   -5.07047490e-01  -6.90982638e-02  -5.70012602e-02   1.23618752e-01
   -7.34668524e-02   1.87493206e-01]
 [  1.26314567e-02   1.60776325e-01  -2.09565832e-02   3.78614434e-02
    1.05741893e-01  -4.70321192e-03   3.07345167e-01   4.11129783e-02
    1.36786730e-01  -3.22023850e-02]
 [  1.84201687e-01   4.51807513e-01   2.12551247e-02   5.18139787e-02
    1.68951370e-01  -4.31920003e-02  -5.35342181e-01  -3.58659378e-02
    8.05158281e-02   3.07245119e-01]
 [ -1.75295081e-02  -2.91388990e-01  -2.36231965e-01   3.83507444e-02
   -1.12306700e-02   1.61505719e-01   1.23498744e-01   5.60326803e-02
    2.47354347e-02   1.25708585e-01]
 [ -3.56743448e-03   1.57544613e-01  -1.44750084e-01   4.49082271e-02
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   -1.83582631e-01   1.32880601e-02]
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   -4.10281165e-03   2.41819644e-02]
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   -3.16288790e-02  -7.23905119e-02   1.62542474e-01  -1.89575726e-01
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 [ -1.75517822e-01  -9.82378033e-02  -3.07459074e-01  -2.88283050e-02
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 [  7.05204510e-02  -2.75160235e-01   9.42234437e-02   4.22882764e-02
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 [ -8.04744829e-02   6.03035339e-02  -1.30771456e-03  -1.55967980e-01
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   -2.13325110e-02  -1.27966818e-01]
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   -1.67078729e-01  -2.05934481e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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[[ 0.57166907]
 [ 1.4469831 ]
 [ 0.27852538]
 [ 0.82179268]
 [-2.56209721]
 [-0.27717181]
 [-1.52900969]
 [ 0.04200003]
 [ 0.63765648]
 [ 0.8596072 ]]
Progress: 21.8% ... Training loss: 0.299 ... Validation loss: 0.476[[  1.60236490e-01   2.09238908e-01  -1.10696389e-01   1.04613261e-01
   -5.07570521e-01  -6.90323797e-02  -5.65537350e-02   1.23624116e-01
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   -8.81543552e-01  -2.84930736e-01  -4.54002234e-01   1.77431463e-01
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 [  5.26950060e-02   1.57081594e-01   2.55380010e-01   2.59221228e-01
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   -1.88307447e-01   1.06969909e-01]
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   -2.64704438e-02  -1.00469529e-01]
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   -3.01187382e-02   1.62955639e-01]
 [  2.11117855e-01   3.83532062e-02   2.42286446e-02   6.77468003e-02
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   -6.49268505e-02  -3.21156699e-02]
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 [  2.58336858e-01   2.95908201e-01   2.45493238e-01   1.41971674e-01
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 [  1.41487072e-01  -1.69479591e-01  -1.41703231e-01  -5.58506124e-03
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 [ -3.52560273e-01   7.77270722e-02   1.04836727e-02  -3.39664391e-02
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   -9.52694940e-02   7.33095009e-02]
 [  1.50367668e-01   9.61415072e-02  -2.36627724e-01  -8.82440223e-02
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   -1.00884701e-03  -1.86859658e-01]
 [  2.05566212e-01  -1.62446286e-01   5.92444779e-02  -3.31209928e-02
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    1.04435917e-01  -1.89054418e-01]
 [ -1.06388909e-01  -4.28417951e-02   1.20348299e-01   1.06361518e-01
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    1.83486358e-01  -5.65914738e-03]
 [  1.53150598e-02  -1.42926231e-01   2.11306446e-01  -2.23742708e-01
    3.54473290e-02   1.08071510e-01   2.14261812e-02  -1.13780710e-01
    3.49807425e-02   2.44339191e-01]]
[[ 0.58177405]
 [ 1.45605132]
 [ 0.28816166]
 [ 0.83244855]
 [-2.55372831]
 [-0.26999771]
 [-1.51963344]
 [ 0.05021236]
 [ 0.64799454]
 [ 0.87023904]]
Progress: 21.9% ... Training loss: 0.301 ... Validation loss: 0.471[[  1.62669412e-01   2.15782186e-01  -1.09432625e-01   1.08294898e-01
   -5.15530239e-01  -7.03340010e-02  -6.27103905e-02   1.23861375e-01
   -7.03598432e-02   1.91056258e-01]
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    1.36247403e-01  -3.28931783e-02]
 [  1.83371411e-01   4.51667154e-01   2.07745086e-02   5.01958573e-02
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    7.94366082e-02   3.05198663e-01]
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   -6.46988662e-03   1.62376139e-01   1.27975015e-01   5.58767578e-02
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 [ -7.44040758e-03   1.45815288e-01  -1.46945342e-01   3.80921257e-02
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   -1.88262851e-01   6.00876687e-03]
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   -3.83069724e-03   2.43294711e-02]
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   -2.28293006e-02  -1.30078656e-01]
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   -1.67042287e-01  -2.05910536e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.15566353e-01  -6.61237386e-03]
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   -4.62660025e-02   8.68625205e-02  -8.11650692e-02  -1.98724905e-02
   -9.33491352e-02  -3.73739579e-03]
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 [  5.44640285e-02  -1.85345430e-02   8.80105107e-02   9.04253332e-02
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   -3.19712600e-02  -6.29731210e-02]
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   -1.76918438e-01  -3.66359487e-01]
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 [  1.49025543e-02  -4.00763600e-01  -4.13194385e-02  -1.03522529e-01
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   -8.05630698e-02  -1.24912753e-01]
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 [  3.44900821e-01   2.97572339e-01  -8.56662137e-02   3.10567258e-01
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   -3.07623047e-02   1.62104537e-01]
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   -6.57216871e-02  -3.31882968e-02]
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   -1.17835439e-01  -5.77950993e-02]
 [ -3.51985761e-01   7.87279759e-02   1.07341061e-02  -3.31116155e-02
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   -1.78756290e-03  -1.87965504e-01]
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 [ -1.06177909e-01  -4.23566073e-02   1.20458102e-01   1.06652149e-01
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    1.83772101e-01  -5.43506018e-03]
 [  1.60226417e-02  -1.41484971e-01   2.11664301e-01  -2.22696844e-01
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[[ 0.59480963]
 [ 1.46601642]
 [ 0.30109702]
 [ 0.84465678]
 [-2.55249676]
 [-0.2601328 ]
 [-1.51361681]
 [ 0.06262923]
 [ 0.66190766]
 [ 0.88354865]]
Progress: 21.9% ... Training loss: 0.314 ... Validation loss: 0.477[[  1.59608716e-01   2.07775362e-01  -1.10928375e-01   1.03806677e-01
   -5.02699358e-01  -6.89553236e-02  -5.48421853e-02   1.23548519e-01
   -7.36670890e-02   1.86124034e-01]
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 [  1.79001911e-01   4.43438390e-01   1.85307129e-02   4.32907686e-02
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   -1.09246949e-02   1.61726092e-01   1.24783922e-01   5.60441817e-02
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   -1.83962906e-01   1.08767906e-02]
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   -5.00083722e-03   2.26484503e-02]
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   -1.68051363e-01  -2.07268042e-01]
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 [  5.34104320e-02  -2.10223230e-02   8.74671215e-02   8.88058528e-02
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   -3.31702487e-02  -6.46744029e-02]
 [  3.50344157e-03  -1.62084920e-01  -2.92479730e-01  -5.48881551e-02
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 [  3.44117714e-01   2.95495651e-01  -8.60812637e-02   3.09433341e-01
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 [  5.25230234e-02   1.56571905e-01   2.55286197e-01   2.58964851e-01
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   -2.70219123e-02  -1.01201781e-01]
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   -3.22893379e-02   1.60152542e-01]
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   -6.48533615e-02  -3.20812444e-02]
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   -9.54549796e-02   7.29568738e-02]
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    1.82309027e-01  -7.40706430e-03]
 [  1.68093470e-02  -1.39728302e-01   2.12094702e-01  -2.21454599e-01
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[[ 0.57572625]
 [ 1.44887239]
 [ 0.28321721]
 [ 0.82622194]
 [-2.57033767]
 [-0.27643072]
 [-1.52972697]
 [ 0.04533877]
 [ 0.64190727]
 [ 0.86498476]]
Progress: 21.9% ... Training loss: 0.298 ... Validation loss: 0.475[[  1.61968920e-01   2.12529713e-01  -1.09692076e-01   1.07083039e-01
   -5.11182083e-01  -7.00775349e-02  -6.07155489e-02   1.23750205e-01
   -7.07972038e-02   1.89487293e-01]
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   -1.83500510e-01   1.14059425e-02]
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   -3.46857764e-03   2.45816447e-02]
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   -1.67922303e-01  -2.07134612e-01]
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[[ 0.58645305]
 [ 1.46148522]
 [ 0.29458312]
 [ 0.83893168]
 [-2.56615023]
 [-0.26952123]
 [-1.52303845]
 [ 0.05557057]
 [ 0.65219734]
 [ 0.87842194]]
Progress: 22.0% ... Training loss: 0.304 ... Validation loss: 0.471[[  1.60072507e-01   2.08297567e-01  -1.10634830e-01   1.04171567e-01
   -5.02454258e-01  -6.91743887e-02  -5.63876611e-02   1.23561890e-01
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 [  1.77752244e-01   4.42636796e-01   1.77932051e-02   4.09688726e-02
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   -2.61584605e-02  -1.00159282e-01]
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   -3.23507828e-02   1.60005861e-01]
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   -4.87001467e-03  -1.92244147e-01]
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 [ -1.07278510e-01  -4.51678288e-02   1.19922924e-01   1.04978977e-01
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    1.82541038e-01  -7.06278599e-03]
 [  1.80841959e-02  -1.36184778e-01   2.12681322e-01  -2.19617250e-01
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[[ 0.56522248]
 [ 1.44087028]
 [ 0.27422875]
 [ 0.81589255]
 [-2.585248  ]
 [-0.28720496]
 [-1.5403785 ]
 [ 0.03585301]
 [ 0.62977508]
 [ 0.85633203]]
Progress: 22.1% ... Training loss: 0.303 ... Validation loss: 0.480[[  1.61769568e-01   2.11493860e-01  -1.09765919e-01   1.06485620e-01
   -5.09743263e-01  -7.00080070e-02  -6.00069652e-02   1.23678115e-01
   -7.10439647e-02   1.88579557e-01]
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 [  1.79869926e-01   4.47580547e-01   1.88067287e-02   4.37551527e-02
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   -1.68280131e-01  -2.07667609e-01]
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   -9.43624154e-02  -5.10929781e-03]
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   -1.18371057e-01  -5.85004711e-02]
 [ -3.51764303e-01   7.79968942e-02   1.08049349e-02  -3.30929946e-02
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   -9.44834821e-02   7.40388657e-02]
 [  1.46930010e-01   8.70533241e-02  -2.38181674e-01  -9.32818211e-02
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   -4.81715991e-03  -1.92198508e-01]
 [  2.04518699e-01  -1.64682899e-01   5.88963224e-02  -3.41530137e-02
    1.01938368e-01  -2.88421480e-02   1.46109786e-02  -1.37526239e-01
    1.03849408e-01  -1.90210166e-01]
 [ -1.06449478e-01  -4.32016100e-02   1.20326843e-01   1.06066277e-01
    4.41118754e-02  -1.11227980e-01   2.44973945e-01  -7.74374666e-02
    1.83337419e-01  -5.86681993e-03]
 [  1.95268620e-02  -1.32634187e-01   2.13394050e-01  -2.17503093e-01
    1.55485599e-02   1.06075606e-01   1.00199696e-02  -1.13449815e-01
    4.00467279e-02   2.49903017e-01]]
[[ 0.58159765]
 [ 1.45821802]
 [ 0.28846334]
 [ 0.83233023]
 [-2.57426663]
 [-0.27463454]
 [-1.52949261]
 [ 0.0487634 ]
 [ 0.64808879]
 [ 0.87527346]]
Progress: 22.1% ... Training loss: 0.299 ... Validation loss: 0.469[[  1.59851656e-01   2.07499429e-01  -1.10665927e-01   1.03804484e-01
   -5.02081035e-01  -6.91218270e-02  -5.53869913e-02   1.23498500e-01
   -7.31188291e-02   1.85717321e-01]
 [  1.21699632e-02   1.59586148e-01  -2.11666057e-02   3.72927323e-02
    1.07844577e-01  -4.49353285e-03   3.08649085e-01   4.10898933e-02
    1.36412227e-01  -3.27259364e-02]
 [  1.80895917e-01   4.51042022e-01   1.92446383e-02   4.49001435e-02
    1.88560143e-01  -4.13044999e-02  -5.32224395e-01  -3.63691020e-02
    7.67411205e-02   3.00813299e-01]
 [ -1.71038822e-02  -2.90717064e-01  -2.35745236e-01   3.93050124e-02
   -1.41819140e-02   1.61636951e-01   1.23163259e-01   5.61109545e-02
    2.49165615e-02   1.27459060e-01]
 [ -1.11974405e-03   1.58666709e-01  -1.43394896e-01   4.80579123e-02
    5.74816897e-02  -1.81429676e-01   2.97055556e-02  -1.19323924e-01
   -1.80477110e-01   1.41032623e-02]
 [ -3.56702413e-01  -3.96311271e-01  -2.88521575e-01   1.55737043e-01
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   -5.83590881e-03   2.09833589e-02]
 [ -1.12520171e-03  -1.68496895e-01   1.10421474e-02   9.51340434e-02
   -2.62887372e-02  -7.19628466e-02   1.65230088e-01  -1.89712411e-01
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 [  1.17329510e-01  -2.18362627e-01   3.51855899e-02  -6.29075604e-02
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    7.86383767e-02  -1.88268720e-02]
 [ -1.72155322e-01  -9.09768784e-02  -3.05714380e-01  -2.38265108e-02
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 [  7.58167141e-02  -2.65033499e-01   9.71938361e-02   5.04279118e-02
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   -2.61428833e-02  -1.34961692e-01]
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   -1.68460016e-01  -2.07957401e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.27252778e-01  -1.92771858e-01   1.15999421e-01   2.64613101e-01
   -1.04502149e-01  -8.10343981e-02  -7.67245282e-02  -2.55601047e-01
   -2.16883881e-01  -8.70117067e-03]
 [  1.17743512e-01  -7.19218997e-02  -1.69246592e-02   1.24609103e-01
   -2.37787826e-02  -8.77943224e-02   1.32232847e-01   4.18978343e-03
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 [  3.57271994e-02  -5.30097740e-02  -2.11939097e-01   1.46625569e-01
   -3.87540799e-02   8.75315543e-02  -7.62167748e-02  -2.00395017e-02
   -9.52077367e-02  -6.34411439e-03]
 [ -1.24482335e-01  -6.42223330e-02  -2.04757690e-01   1.50960365e-01
   -1.50644615e-03   1.35901383e-01   1.26134853e-02  -2.50354835e-01
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 [ -7.43174127e-02  -4.56953442e-02   2.74002077e-01   9.13342291e-02
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    6.55469137e-02   2.47511982e-02]
 [  5.22641186e-02  -2.45744807e-02   8.68371910e-02   8.67588831e-02
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   -3.44947125e-02  -6.69155820e-02]
 [  3.57544564e-03  -1.61564629e-01  -2.92549001e-01  -5.50377860e-02
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    1.02908270e-01  -3.58140336e-02]
 [  5.08845539e-02  -3.63840085e-04  -1.17681620e-01   4.21477979e-02
   -8.49832251e-02   3.23802383e-01   2.55256800e-01   2.05284366e-01
   -1.64023643e-01  -6.04049151e-02]
 [  6.67893802e-03  -1.25640044e-02   1.23268982e-01   1.09454729e-01
   -1.96694184e-02   1.04684087e-01  -1.56413169e-01  -4.09643789e-02
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 [  1.05417453e-01   6.99210314e-02  -4.93260914e-02  -1.06823705e-01
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 [ -9.79350269e-02   1.24872006e-02  -1.51197357e-02   2.34963791e-02
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   -2.69393257e-01  -5.89072316e-03  -2.04400837e-02  -2.32164191e-02
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   -1.78420788e-01  -3.68435729e-01]
 [ -9.51113672e-03  -3.37172662e-01  -2.64992886e-02  -6.46599006e-02
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    3.52951850e-02  -3.70743340e-01]
 [  1.39922895e-02  -4.03770767e-01  -4.17624539e-02  -1.04774532e-01
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   -3.60534033e-01  -2.13493256e-01]
 [ -1.57868054e-01  -5.39004700e-01  -4.37962644e-03  -1.89574696e-01
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   -5.71443152e-02   9.37787505e-02]
 [ -2.80609356e-01  -3.47361625e-01   5.92603273e-02  -3.81287866e-02
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   -8.17788428e-02  -1.26553136e-01]
 [ -1.84884625e-01  -2.35244397e-01   2.58538152e-01  -2.21326216e-01
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   -2.39192681e-01  -7.31562345e-03]
 [ -1.16013960e-01  -1.78840415e-01  -1.74744642e-01  -8.49323307e-02
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 [  1.27804170e-01   2.72408668e-01   1.71851045e-01  -6.71231416e-02
   -1.49845735e-01   4.20917613e-02  -1.85332375e-01   2.84850788e-01
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 [  3.44518041e-01   2.96661304e-01  -8.57653534e-02   3.09845386e-01
   -8.83944786e-01  -2.85524646e-01  -4.57096808e-01   1.77513867e-01
    3.74993475e-01  -4.50871114e-02]
 [  5.28277239e-02   1.57025201e-01   2.55439869e-01   2.59389844e-01
   -8.32407960e-02  -1.98245977e-01  -1.93972148e-01  -1.32382702e-01
   -1.33209112e-01  -2.78875501e-01]
 [  2.60332138e-02  -4.78078068e-02  -1.17183998e-01  -5.10018410e-02
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 [ -2.59690430e-04  -5.74425876e-02  -6.69840587e-02  -5.18671399e-02
   -1.15925322e-02  -1.75303582e-01   9.15639180e-02   1.01051480e-02
    3.66947137e-02   6.73162958e-03]
 [  2.83183916e-02   6.42276496e-02   2.44848055e-01   7.41345386e-02
   -2.25625007e-01  -1.33938685e-01   1.17135973e-01   3.98284306e-02
   -1.85936175e-01   1.09753404e-01]
 [  6.33966758e-02   6.22617119e-03   1.04123442e-01  -3.66651171e-03
   -2.02556721e-01   7.33495664e-02   9.12051147e-02  -2.71219628e-01
   -2.56621796e-02  -9.95086093e-02]
 [ -2.22195632e-02   5.87482004e-02   7.95632657e-02  -4.48587029e-02
    1.27234683e-02   1.86438296e-01   1.30329503e-01   1.17761458e-01
   -3.26972136e-02   1.59554196e-01]
 [  2.10808639e-01   3.77527613e-02   2.40439489e-02   6.72507493e-02
    9.68582638e-02  -1.76084072e-02  -1.30668749e-01   1.47678712e-01
   -6.52662165e-02  -3.27394765e-02]
 [  3.13637695e-02  -4.72444617e-02   1.21208314e-02   2.59951217e-02
   -3.59869123e-01  -1.17995879e-01  -1.75597533e-01   4.05018708e-02
    1.09039404e-01   1.80919424e-01]
 [  2.78790496e-02   5.13684786e-01   1.13619636e-01   3.89529051e-01
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   -8.29644721e-01  -8.24497836e-02  -4.50948460e-01   1.50612180e-01
    2.00011507e-01   4.85436718e-01]
 [  2.59331622e-01   2.98882343e-01   2.46114695e-01   1.43854231e-01
   -4.00726999e-01   8.11101275e-02  -2.09416116e-01   1.62710090e-01
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 [ -7.44778479e-02   2.12796473e-01   2.41267917e-01   1.44000669e-02
   -2.96754438e-02   1.31573722e-01  -9.29350402e-02  -1.51313478e-02
   -3.48500363e-02   4.93703879e-02]
 [ -9.87098388e-02  -1.08662247e-02   2.44848536e-02   9.12190107e-02
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   -2.76413636e-01  -9.54228940e-02]
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   -2.07128266e-01   3.27733499e-02]
 [  1.64776123e-02  -3.55508374e-01  -1.24369238e-01  -1.53734801e-01
    3.48005027e-01   2.37525123e-02   1.56007223e-01   1.53095671e-01
   -1.58872548e-01  -2.11980773e-01]
 [  1.40007439e-01  -1.74792865e-01  -1.42423703e-01  -7.21411239e-03
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 [ -1.17270149e-01   1.36928289e-01   2.59729080e-01  -1.85859007e-02
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   -1.18840191e-01  -5.92280636e-02]
 [ -3.52091153e-01   7.71209488e-02   1.06589701e-02  -3.35420394e-02
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   -9.48352255e-02   7.35809027e-02]
 [  1.47045156e-01   8.73803838e-02  -2.38041692e-01  -9.29732105e-02
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   -4.57779690e-03  -1.91914406e-01]
 [  2.03583506e-01  -1.66908923e-01   5.83995754e-02  -3.56626750e-02
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    1.02687341e-01  -1.91722602e-01]
 [ -1.06547753e-01  -4.35105432e-02   1.20272302e-01   1.05945832e-01
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    1.83241556e-01  -6.03587785e-03]
 [  1.92041348e-02  -1.32916372e-01   2.13198519e-01  -2.18002828e-01
    1.57748876e-02   1.06233771e-01   1.06611887e-02  -1.13489326e-01
    3.97343433e-02   2.49420741e-01]]
[[ 0.57741813]
 [ 1.45364635]
 [ 0.28294147]
 [ 0.826394  ]
 [-2.57590259]
 [-0.27771786]
 [-1.53376298]
 [ 0.04387351]
 [ 0.6439155 ]
 [ 0.86910876]]
Progress: 22.1% ... Training loss: 0.298 ... Validation loss: 0.470[[  1.59734885e-01   2.07063792e-01  -1.10728057e-01   1.03403650e-01
   -5.01453033e-01  -6.90284425e-02  -5.56441796e-02   1.23481961e-01
   -7.31373992e-02   1.85446622e-01]
 [  1.23756905e-02   1.60111353e-01  -2.10592740e-02   3.75958812e-02
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    1.36646868e-01  -3.23957396e-02]
 [  1.80574744e-01   4.50995332e-01   1.88954389e-02   4.36491663e-02
    1.90772044e-01  -4.10055723e-02  -5.33258181e-01  -3.64320798e-02
    7.63081963e-02   2.99945852e-01]
 [ -1.50318722e-02  -2.87088204e-01  -2.34566288e-01   4.25243264e-02
   -2.31266995e-02   1.60748704e-01   1.19135625e-01   5.62881871e-02
    2.75387817e-02   1.30761103e-01]
 [ -2.08731069e-05   1.61634445e-01  -1.42923230e-01   4.99594928e-02
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   -1.79172083e-01   1.53914948e-02]
 [ -3.57633199e-01  -3.99286309e-01  -2.88919562e-01   1.54566202e-01
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   -6.83747951e-03   1.96203122e-02]
 [ -7.72000972e-04  -1.67830681e-01   1.11886168e-02   9.56916249e-02
   -2.76357585e-02  -7.21536947e-02   1.64378258e-01  -1.89679539e-01
    1.90211089e-01   3.57623541e-02]
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    1.07603725e-01  -4.75341651e-02   5.56077263e-02   1.21868168e-01
    7.83806809e-02  -1.94787293e-02]
 [ -1.73188310e-01  -9.35117911e-02  -3.06217056e-01  -2.53301318e-02
    6.13559150e-03   7.10062700e-02  -1.96789695e-01  -2.84251221e-02
    2.56294980e-01  -1.29845457e-01]
 [  7.46092430e-02  -2.68526738e-01   9.65253986e-02   4.85519030e-02
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 [ -8.45375947e-02   4.75084515e-02  -3.26454807e-03  -1.61796166e-01
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   -2.56004225e-02  -1.34287365e-01]
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[[ 0.5701329 ]
 [ 1.447253  ]
 [ 0.27614029]
 [ 0.81842867]
 [-2.58221454]
 [-0.28351387]
 [-1.53905682]
 [ 0.0366494 ]
 [ 0.63536969]
 [ 0.86173332]]
Progress: 22.2% ... Training loss: 0.300 ... Validation loss: 0.475[[  1.61724177e-01   2.12316234e-01  -1.09789452e-01   1.06304630e-01
   -5.09961158e-01  -6.99985489e-02  -6.15013793e-02   1.23604901e-01
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 [  6.36213153e-02   6.72792918e-03   1.04246317e-01  -3.30969224e-03
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   -2.53736779e-02  -9.92936413e-02]
 [ -2.12533205e-02   6.10811321e-02   8.00287290e-02  -4.34950822e-02
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   -3.16180511e-02   1.60919192e-01]
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 [  1.38868180e-01  -1.78450509e-01  -1.43018494e-01  -8.82608379e-03
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   -1.18162079e-01  -5.85263609e-02]
 [ -3.52119996e-01   7.62786595e-02   1.06395899e-02  -3.35454816e-02
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   -9.48350124e-02   7.33915036e-02]
 [  1.47714755e-01   8.86446808e-02  -2.37742248e-01  -9.19903834e-02
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   -3.80366705e-03  -1.90915827e-01]
 [  2.04512839e-01  -1.65347823e-01   5.88131702e-02  -3.44926226e-02
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 [ -1.06358495e-01  -4.30176102e-02   1.20376079e-01   1.06263436e-01
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    1.83484624e-01  -5.68678275e-03]
 [  1.97537001e-02  -1.31192025e-01   2.13433503e-01  -2.17183547e-01
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    4.04874329e-02   2.50404898e-01]]
[[ 0.58241722]
 [ 1.45688789]
 [ 0.28697808]
 [ 0.83119771]
 [-2.56897792]
 [-0.27158853]
 [-1.52285338]
 [ 0.04870193]
 [ 0.64801411]
 [ 0.87333777]]
Progress: 22.2% ... Training loss: 0.300 ... Validation loss: 0.473[[  1.59629173e-01   2.07594033e-01  -1.10780445e-01   1.03256699e-01
   -5.00719158e-01  -6.90452968e-02  -5.64981240e-02   1.23428247e-01
   -7.32230153e-02   1.85515444e-01]
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 [  1.78842454e-01   4.50031535e-01   1.80936933e-02   4.06721231e-02
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    7.41982983e-02   2.98006139e-01]
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   -3.21905646e-02   1.59750776e-01   1.15486593e-01   5.64597579e-02
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 [ -7.05218611e-04   1.61329675e-01  -1.43312713e-01   4.94512692e-02
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   -1.79553964e-01   1.41922370e-02]
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   -5.73284325e-03   2.08979729e-02]
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 [  7.33377217e-02  -2.71885816e-01   9.59433955e-02   4.67741611e-02
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   -2.31996156e-02  -1.30991129e-01]
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   -1.69168092e-01  -2.08933623e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
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   -2.17227711e-01  -9.18038182e-03]
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   -9.56297684e-02  -7.08863951e-03]
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   -3.57744025e-02  -6.84211768e-02]
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   -1.78362727e-01  -3.68375985e-01]
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 [  1.31140208e-02  -4.06412414e-01  -4.21826738e-02  -1.06037252e-01
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   -3.61506247e-01  -2.14832891e-01]
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 [  3.46012612e-01   2.99920220e-01  -8.50657566e-02   3.11781643e-01
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 [  5.21416683e-02   1.55396034e-01   2.55098947e-01   2.58445886e-01
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 [ -1.16940074e-01   1.37379003e-01   2.59932743e-01  -1.80815049e-02
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   -1.18382150e-01  -5.88613743e-02]
 [ -3.51574904e-01   7.77901510e-02   1.08902003e-02  -3.28361306e-02
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   -9.43568419e-02   7.40421214e-02]
 [  1.45730905e-01   8.36467627e-02  -2.38678975e-01  -9.48598043e-02
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   -6.02631702e-03  -1.93851069e-01]
 [  2.04835942e-01  -1.64713708e-01   5.89984093e-02  -3.39660605e-02
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    1.03954383e-01  -1.89918658e-01]
 [ -1.06319699e-01  -4.29259716e-02   1.20392466e-01   1.06311528e-01
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    1.83487272e-01  -5.61297595e-03]
 [  1.86616163e-02  -1.33898918e-01   2.12956043e-01  -2.18744895e-01
    1.60830270e-02   1.06475597e-01   1.12969337e-02  -1.13565932e-01
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[[ 0.57434772]
 [ 1.45046978]
 [ 0.28008663]
 [ 0.82377431]
 [-2.57746577]
 [-0.27671928]
 [-1.53110524]
 [ 0.04325601]
 [ 0.64154155]
 [ 0.86556101]]
Progress: 22.3% ... Training loss: 0.299 ... Validation loss: 0.475[[  1.59342749e-01   2.05912094e-01  -1.10887566e-01   1.02800586e-01
   -5.00186832e-01  -6.88283693e-02  -5.55736268e-02   1.23401104e-01
   -7.34251832e-02   1.84924996e-01]
 [  1.23883171e-02   1.59900570e-01  -2.10160492e-02   3.77864671e-02
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 [  1.77677803e-01   4.48123087e-01   1.74537406e-02   3.86101574e-02
    2.05486708e-01  -3.95054826e-02  -5.29386743e-01  -3.66390017e-02
    7.27522552e-02   2.95899642e-01]
 [ -1.29873844e-02  -2.85005393e-01  -2.33598392e-01   4.55770535e-02
   -3.03179374e-02   1.59909288e-01   1.17014999e-01   5.64280748e-02
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 [  1.84283740e-03   1.67916979e-01  -1.42018754e-01   5.31156002e-02
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   -1.76808656e-01   1.80644174e-02]
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   -5.49554448e-03   2.10464282e-02]
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 [  7.45158443e-02  -2.70549290e-01   9.64918261e-02   4.83889870e-02
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   -2.32782497e-02  -1.31180942e-01]
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   -1.69738489e-01  -2.09609695e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.27074192e-01  -1.93382437e-01   1.16174926e-01   2.65150029e-01
   -1.05812371e-01  -8.11899803e-02  -7.63681960e-02  -2.55571910e-01
   -2.16526360e-01  -8.32634193e-03]
 [  1.17559903e-01  -7.35187807e-02  -1.70375110e-02   1.24618346e-01
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 [  3.46469590e-02  -5.67185196e-02  -2.12424048e-01   1.45205489e-01
   -3.45302012e-02   8.80175824e-02  -7.28565379e-02  -2.01248626e-02
   -9.63363192e-02  -7.92855790e-03]
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 [ -7.32208703e-02  -4.30993628e-02   2.74591445e-01   9.29343901e-02
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 [  5.20996578e-02  -2.51481260e-02   8.67210791e-02   8.63529781e-02
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   -3.48102234e-02  -6.70972041e-02]
 [  3.07137209e-03  -1.62549115e-01  -2.92861367e-01  -5.60933252e-02
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 [  5.16487531e-02   6.98473303e-04  -1.17283628e-01   4.32444091e-02
   -8.81810146e-02   3.23415397e-01   2.53699208e-01   2.05339754e-01
   -1.63076608e-01  -5.96196940e-02]
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   -1.77709835e-01  -3.67572070e-01]
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 [  1.31218213e-02  -4.06726765e-01  -4.21907035e-02  -1.06060292e-01
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   -3.61530092e-01  -2.14874051e-01]
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   -5.79393956e-02   9.28088757e-02]
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   -8.10708348e-02  -1.25645345e-01]
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   -2.39614507e-01  -7.86487065e-03]
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 [  1.25678949e-01   2.67283997e-01   1.70852100e-01  -7.02651950e-02
   -1.40182090e-01   4.31348394e-02  -1.79900928e-01   2.84682126e-01
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 [  3.45925816e-01   2.99501272e-01  -8.51043061e-02   3.11739072e-01
   -8.89130541e-01  -2.86107792e-01  -4.60866239e-01   1.77616364e-01
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 [  5.21179588e-02   1.55525596e-01   2.55088250e-01   2.58356963e-01
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   -1.34022925e-01  -2.80003130e-01]
 [  2.66532074e-02  -4.66194179e-02  -1.16897403e-01  -5.00296167e-02
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 [  2.46661621e-04  -5.62246843e-02  -6.67832805e-02  -5.12650022e-02
   -1.36113202e-02  -1.75531432e-01   9.03054995e-02   1.01331130e-02
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 [  2.94121845e-02   6.70631557e-02   2.45357596e-01   7.57564252e-02
   -2.30558721e-01  -1.34475093e-01   1.14268338e-01   3.99030738e-02
   -1.84638514e-01   1.11280794e-01]
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   -2.04861805e-01   7.31228727e-02   9.01700501e-02  -2.71191503e-01
   -2.51460501e-02  -9.89312159e-02]
 [ -2.15166026e-02   6.04795118e-02   7.98856850e-02  -4.38965837e-02
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   -3.19263249e-02   1.60465057e-01]
 [  2.10389638e-01   3.69520455e-02   2.38945890e-02   6.68187363e-02
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   -6.56201869e-02  -3.33204584e-02]
 [  3.15587307e-02  -4.67011872e-02   1.22160344e-02   2.62513691e-02
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 [  2.61349728e-02   5.09365379e-01   1.12768548e-01   3.86842228e-01
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 [  2.59335583e-01   2.99190735e-01   2.46151706e-01   1.44017065e-01
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   -3.44503705e-02   4.98524839e-02]
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   -2.07505516e-01   3.22557416e-02]
 [  1.68700014e-02  -3.55030480e-01  -1.24182074e-01  -1.53141772e-01
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   -1.58420649e-01  -2.11435621e-01]
 [  1.39210118e-01  -1.77808598e-01  -1.42814898e-01  -8.12212702e-03
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 [ -1.17729963e-01   1.35375481e-01   2.59545523e-01  -1.92915357e-02
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   -1.19315723e-01  -6.01404390e-02]
 [ -3.51081227e-01   7.82351587e-02   1.11723379e-02  -3.20738602e-02
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   -9.37073903e-02   7.46587047e-02]
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   -5.96341529e-03  -1.93738615e-01]
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    1.83330869e-01  -5.96746495e-03]
 [  1.84873143e-02  -1.34361653e-01   2.12890737e-01  -2.18880441e-01
    1.60289307e-02   1.06558269e-01   1.18896736e-02  -1.13576544e-01
    3.91725405e-02   2.48865533e-01]]
[[ 0.57633265]
 [ 1.45148642]
 [ 0.28230646]
 [ 0.82656728]
 [-2.57541841]
 [-0.27542917]
 [-1.5279791 ]
 [ 0.04564099]
 [ 0.64299156]
 [ 0.8671919 ]]
Progress: 22.4% ... Training loss: 0.298 ... Validation loss: 0.475[[  1.58224235e-01   2.03225676e-01  -1.11336671e-01   1.01392436e-01
   -4.96134996e-01  -6.83389483e-02  -5.28718905e-02   1.23323004e-01
   -7.44526923e-02   1.83279993e-01]
 [  1.24919331e-02   1.60172115e-01  -2.09607497e-02   3.79545051e-02
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 [  1.78394075e-01   4.50552006e-01   1.78500901e-02   3.98309121e-02
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    7.38149591e-02   2.97054006e-01]
 [ -1.29440244e-02  -2.85592129e-01  -2.33642496e-01   4.54450090e-02
   -2.84835366e-02   1.59941422e-01   1.17146646e-01   5.64182652e-02
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 [  2.23302696e-03   1.69280269e-01  -1.41790893e-01   5.39663810e-02
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   -1.76201430e-01   1.86554076e-02]
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   -5.93856102e-03   2.04069442e-02]
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   -2.38654405e-02  -7.18014418e-02   1.67008836e-01  -1.89741600e-01
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    8.04637299e-02  -1.68716182e-02]
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[[ 0.57621138]
 [ 1.45205143]
 [ 0.28270107]
 [ 0.82574625]
 [-2.57579693]
 [-0.27727894]
 [-1.5301607 ]
 [ 0.04437028]
 [ 0.64250512]
 [ 0.86662518]]
Progress: 22.4% ... Training loss: 0.299 ... Validation loss: 0.474[[  1.58105207e-01   2.02938883e-01  -1.11343164e-01   1.01208156e-01
   -4.95595746e-01  -6.82501608e-02  -5.30127556e-02   1.23319030e-01
   -7.45358562e-02   1.83215504e-01]
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    1.36483679e-01  -3.27063227e-02]
 [  1.79339184e-01   4.53829158e-01   1.84111632e-02   4.12183119e-02
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 [  3.52500240e-03   1.72030344e-01  -1.41118602e-01   5.59244173e-02
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   -2.44534283e-02  -9.81312426e-02]
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    1.83537152e-01  -5.62374342e-03]
 [  1.84699498e-02  -1.34701723e-01   2.12874631e-01  -2.18766332e-01
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[[ 0.57548628]
 [ 1.45110073]
 [ 0.27884   ]
 [ 0.82265843]
 [-2.57827616]
 [-0.27913079]
 [-1.53332321]
 [ 0.04238104]
 [ 0.64060056]
 [ 0.86461965]]
Progress: 22.4% ... Training loss: 0.300 ... Validation loss: 0.475[[  1.56072081e-01   1.97385593e-01  -1.12409248e-01   9.80515304e-02
   -4.86091784e-01  -6.72334921e-02  -4.76504991e-02   1.23159777e-01
   -7.68887044e-02   1.80307108e-01]
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 [  1.74306743e-01   4.43634058e-01   1.57080065e-02   3.30405114e-02
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    6.88520123e-02   2.91035433e-01]
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   -3.95347131e-02   1.58772086e-01   1.11286313e-01   5.66080298e-02
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   -1.70367416e-01  -2.10436935e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -1.59069038e-01  -2.12294162e-01]
 [  1.37105703e-01  -1.82934612e-01  -1.43799640e-01  -1.08789047e-02
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 [ -1.16868746e-01   1.36973110e-01   2.60006391e-01  -1.79511564e-02
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   -1.18291029e-01  -5.86984547e-02]
 [ -3.52355337e-01   7.49282435e-02   1.05676368e-02  -3.38370455e-02
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   -9.51152421e-02   7.29549037e-02]
 [  1.45534498e-01   8.22578466e-02  -2.38797183e-01  -9.52167935e-02
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   -6.29908818e-03  -1.94261833e-01]
 [  2.05576272e-01  -1.63945518e-01   5.94124673e-02  -3.27938141e-02
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    1.04913677e-01  -1.88800576e-01]
 [ -1.06608916e-01  -4.38161357e-02   1.20337712e-01   1.05930517e-01
    4.54419259e-02  -1.11189756e-01   2.45495768e-01  -7.74449701e-02
    1.83275399e-01  -6.12558871e-03]
 [  1.83076249e-02  -1.35718454e-01   2.12705099e-01  -2.19274734e-01
    1.55826157e-02   1.06742354e-01   1.27395746e-02  -1.13601883e-01
    3.89859649e-02   2.48498279e-01]]
[[ 0.5635369 ]
 [ 1.43877598]
 [ 0.27058363]
 [ 0.81363168]
 [-2.58415091]
 [-0.2832215 ]
 [-1.53555353]
 [ 0.03597264]
 [ 0.63093414]
 [ 0.853982  ]]
Progress: 22.5% ... Training loss: 0.308 ... Validation loss: 0.489[[  1.59109175e-01   2.04516781e-01  -1.10834026e-01   1.02835565e-01
   -5.01573431e-01  -6.88259376e-02  -5.52379019e-02   1.23374355e-01
   -7.33297748e-02   1.84985630e-01]
 [  1.21082028e-02   1.59181169e-01  -2.11425966e-02   3.75257285e-02
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    1.36462141e-01  -3.27444104e-02]
 [  1.77808108e-01   4.54328579e-01   1.75720740e-02   3.84905640e-02
    2.03640156e-01  -3.95267935e-02  -5.33676939e-01  -3.66286717e-02
    7.30627702e-02   2.96257599e-01]
 [ -1.20802234e-02  -2.86091827e-01  -2.33161614e-01   4.65686065e-02
   -3.02608763e-02   1.59557033e-01   1.16414259e-01   5.65019136e-02
    3.00738541e-02   1.36540931e-01]
 [  1.92756656e-03   1.69435372e-01  -1.41922332e-01   5.38423514e-02
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   -1.76109281e-01   1.78033161e-02]
 [ -3.54950087e-01  -3.97860916e-01  -2.87538988e-01   1.59525270e-01
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   -3.37131825e-03   2.35201127e-02]
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   -1.57970520e-02  -7.08875672e-02   1.71748337e-01  -1.89884167e-01
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   -2.52910936e-02  -1.34173901e-01]
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   -1.70073633e-01  -2.09970529e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.26492915e-01  -1.93506445e-01   1.16491162e-01   2.66184377e-01
   -1.09267531e-01  -8.14877107e-02  -7.69354860e-02  -2.55528035e-01
   -2.15854394e-01  -7.52847613e-03]
 [  1.17651601e-01  -7.41941900e-02  -1.69734844e-02   1.24920131e-01
   -2.43031977e-02  -8.79369605e-02   1.34153413e-01   4.18082558e-03
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 [  3.40700998e-02  -5.84856228e-02  -2.12701411e-01   1.44600372e-01
   -3.34709184e-02   8.81875155e-02  -7.07509439e-02  -2.01747838e-02
   -9.68752187e-02  -8.80238777e-03]
 [ -1.24822830e-01  -6.55972566e-02  -2.04957687e-01   1.50400089e-01
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 [ -7.37136398e-02  -4.41467534e-02   2.74324794e-01   9.23537749e-02
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 [  5.20415808e-02  -2.58274595e-02   8.66828932e-02   8.61439407e-02
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   -3.48176904e-02  -6.73895193e-02]
 [  3.84028113e-03  -1.60727616e-01  -2.92446866e-01  -5.48432461e-02
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 [  5.16028024e-02   9.70182075e-04  -1.17235184e-01   4.33201115e-02
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   -1.63023229e-01  -5.95207905e-02]
 [  8.02172915e-03  -9.11405583e-03   1.24049725e-01   1.11623392e-01
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   -1.77276637e-01  -3.67124739e-01]
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    3.45566907e-02  -3.71803409e-01]
 [  1.28777729e-02  -4.07468629e-01  -4.22991112e-02  -1.06401424e-01
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   -3.61799180e-01  -2.15247825e-01]
 [ -1.58494570e-01  -5.41289589e-01  -4.65842305e-03  -1.90316210e-01
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   -5.77475349e-02   9.32239228e-02]
 [ -2.80070509e-01  -3.47296527e-01   5.96199008e-02  -3.70232603e-02
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   -8.09304499e-02  -1.25539064e-01]
 [ -1.85685712e-01  -2.37392192e-01   2.58144681e-01  -2.22445818e-01
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   -2.40078978e-01  -8.44236418e-03]
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 [  1.26953248e-01   2.70347864e-01   1.71470205e-01  -6.84211618e-02
   -1.45708757e-01   4.25380506e-02  -1.83227413e-01   2.84780750e-01
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 [  3.46282952e-01   2.99981540e-01  -8.49336791e-02   3.11838622e-01
   -8.89145843e-01  -2.86158126e-01  -4.61517562e-01   1.77620493e-01
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 [  5.18001409e-02   1.54821360e-01   2.54945066e-01   2.57928335e-01
   -7.88040163e-02  -1.97764766e-01  -1.91319217e-01  -1.32460353e-01
   -1.34361607e-01  -2.80475052e-01]
 [  2.66943498e-02  -4.67439371e-02  -1.16858060e-01  -4.98988726e-02
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 [  3.51533018e-04  -5.57383254e-02  -6.66983172e-02  -5.09682219e-02
   -1.44543226e-02  -1.75649444e-01   8.98547566e-02   1.01550775e-02
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 [  2.87347566e-02   6.54513234e-02   2.45012010e-01   7.47235157e-02
   -2.27466847e-01  -1.34135302e-01   1.15973588e-01   3.98453501e-02
   -1.85428570e-01   1.10288769e-01]
 [  6.43516101e-02   8.47095702e-03   1.04615812e-01  -2.29200198e-03
   -2.06820518e-01   7.28468161e-02   8.88386959e-02  -2.71163766e-01
   -2.45645246e-02  -9.83292568e-02]
 [ -2.21169939e-02   5.89995570e-02   7.95969564e-02  -4.48184686e-02
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   -3.26535743e-02   1.59497529e-01]
 [  2.11739801e-01   4.05171780e-02   2.45324677e-02   6.88465206e-02
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   -6.40346736e-02  -3.14478850e-02]
 [  3.25236622e-02  -4.41242617e-02   1.26450929e-02   2.76452561e-02
   -3.64865025e-01  -1.18504781e-01  -1.78397444e-01   4.05800096e-02
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 [  2.58718241e-02   5.08656941e-01   1.12648173e-01   3.86487185e-01
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   -8.26309679e-01  -8.18263431e-02  -4.46929319e-01   1.50532598e-01
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 [  2.60346444e-01   3.01661868e-01   2.46729672e-01   1.45752875e-01
   -4.06855456e-01   8.05340913e-02  -2.12451188e-01   1.62797328e-01
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 [ -7.41107388e-02   2.13816775e-01   2.41442665e-01   1.49579567e-02
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   -3.43915321e-02   4.98646414e-02]
 [ -9.84109328e-02  -9.88521128e-03   2.46824257e-02   9.17371642e-02
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   -2.75988613e-01  -9.48699913e-02]
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   -2.07386699e-01   3.23900974e-02]
 [  1.64065378e-02  -3.56358021e-01  -1.24425162e-01  -1.53827604e-01
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   -1.58961960e-01  -2.12153653e-01]
 [  1.37946454e-01  -1.80963449e-01  -1.43360999e-01  -9.51788610e-03
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 [ -1.17739818e-01   1.34741547e-01   2.59581061e-01  -1.91784546e-02
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   -1.19257266e-01  -6.00530728e-02]
 [ -3.52339453e-01   7.46927412e-02   1.06019364e-02  -3.37731378e-02
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   -9.50460424e-02   7.29896018e-02]
 [  1.46368836e-01   8.42095781e-02  -2.38422611e-01  -9.39778865e-02
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   -5.32246330e-03  -1.92929263e-01]
 [  2.06551409e-01  -1.61743818e-01   5.99627735e-02  -3.11130751e-02
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    1.06118084e-01  -1.87205325e-01]
 [ -1.05561883e-01  -4.16194137e-02   1.20830539e-01   1.07396971e-01
    4.17089922e-02  -1.11731104e-01   2.42668648e-01  -7.73743557e-02
    1.84317320e-01  -4.51147292e-03]
 [  2.02734314e-02  -1.30820390e-01   2.13726791e-01  -2.16317142e-01
    5.27562678e-03   1.05719690e-01   7.77621974e-03  -1.13475074e-01
    4.12864731e-02   2.51319043e-01]]
[[ 0.58645028]
 [ 1.45720113]
 [ 0.29070983]
 [ 0.83546888]
 [-2.56583851]
 [-0.26672947]
 [-1.52058506]
 [ 0.05379695]
 [ 0.65335807]
 [ 0.87755618]]
Progress: 22.6% ... Training loss: 0.301 ... Validation loss: 0.474[[  1.57093802e-01   1.99203956e-01  -1.11873877e-01   9.96178048e-02
   -4.92047781e-01  -6.78597142e-02  -4.97730819e-02   1.23170017e-01
   -7.57956006e-02   1.81833295e-01]
 [  1.20476942e-02   1.58730377e-01  -2.11718082e-02   3.73744160e-02
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    1.36411236e-01  -3.28734313e-02]
 [  1.75609326e-01   4.49515130e-01   1.62925653e-02   3.43773642e-02
    2.15608310e-01  -3.83631387e-02  -5.28789650e-01  -3.68823167e-02
    6.98661794e-02   2.92686567e-01]
 [ -1.05640280e-02  -2.83048953e-01  -2.32347836e-01   4.89973865e-02
   -3.68070991e-02   1.58897305e-01   1.13352898e-01   5.66588243e-02
    3.21397220e-02   1.38872634e-01]
 [  2.22970632e-03   1.70437541e-01  -1.41716746e-01   5.42506460e-02
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   -1.76012847e-01   1.82452420e-02]
 [ -3.55547834e-01  -3.99854330e-01  -2.87803029e-01   1.58849197e-01
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   -3.95576344e-03   2.26459468e-02]
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   -1.38476851e-02  -7.07016201e-02   1.72885771e-01  -1.89920108e-01
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 [  1.18193427e-01  -2.16951381e-01   3.56314957e-02  -6.19705867e-02
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    7.95379873e-02  -1.78881727e-02]
 [ -1.75793155e-01  -1.00578672e-01  -3.07347989e-01  -2.90409163e-02
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 [  7.37669212e-02  -2.74930198e-01   9.61668718e-02   4.75452623e-02
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[[ 0.56376043]
 [ 1.43692732]
 [ 0.27068854]
 [ 0.814429  ]
 [-2.5867936 ]
 [-0.2834548 ]
 [-1.53962538]
 [ 0.03294363]
 [ 0.62999466]
 [ 0.85538296]]
Progress: 22.6% ... Training loss: 0.307 ... Validation loss: 0.491[[  1.59996079e-01   2.06369165e-01  -1.10536428e-01   1.03843496e-01
   -5.04002386e-01  -6.92553840e-02  -5.76827942e-02   1.23336602e-01
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 [  1.75474541e-01   4.51235338e-01   1.60091653e-02   3.35633009e-02
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 [  2.75534548e-04   1.67180160e-01  -1.42598257e-01   5.13483926e-02
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   -1.70550715e-01  -2.10577735e-01]
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   -2.45579452e-02  -9.82577580e-02]
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   -3.28857811e-02   1.59252702e-01]
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 [  2.60541197e-01   3.02110166e-01   2.46845905e-01   1.46100383e-01
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 [  1.38039002e-01  -1.82451236e-01  -1.43256323e-01  -9.24632827e-03
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   -1.19836903e-01  -6.09407360e-02]
 [ -3.52845180e-01   7.30936336e-02   1.04047275e-02  -3.43874472e-02
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   -9.55278290e-02   7.23584550e-02]
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   -5.93090724e-03  -1.93590581e-01]
 [  2.05506555e-01  -1.64451948e-01   5.94028496e-02  -3.27961058e-02
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 [ -1.06283479e-01  -4.34038027e-02   1.20454826e-01   1.06363487e-01
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    1.83454506e-01  -5.76460926e-03]
 [  2.19238320e-02  -1.26736886e-01   2.14479795e-01  -2.13889286e-01
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    4.33158092e-02   2.53855033e-01]]
[[ 0.57995287]
 [ 1.4494953 ]
 [ 0.28559542]
 [ 0.83103054]
 [-2.57123262]
 [-0.2685192 ]
 [-1.52007186]
 [ 0.04703121]
 [ 0.64686465]
 [ 0.87172244]]
Progress: 22.6% ... Training loss: 0.299 ... Validation loss: 0.476[[  1.59360336e-01   2.04632688e-01  -1.10829686e-01   1.02921287e-01
   -5.00521717e-01  -6.89626043e-02  -5.56311810e-02   1.23288906e-01
   -7.30742871e-02   1.85206991e-01]
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 [  1.75172437e-01   4.50681616e-01   1.58510351e-02   3.27575843e-02
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    6.91495880e-02   2.91512093e-01]
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   -2.59269874e-02   1.59905301e-01   1.19117279e-01   5.64973302e-02
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 [  2.16613290e-03   1.71900540e-01  -1.41658953e-01   5.41841523e-02
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   -1.76144671e-01   1.78117842e-02]
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   -3.19128843e-03   2.35799439e-02]
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   -2.37629053e-02  -1.32235005e-01]
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   -1.70420032e-01  -2.10381060e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [  5.17433230e-02  -2.64057253e-02   8.64636567e-02   8.56020737e-02
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   -3.51395197e-02  -6.78739316e-02]
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   -6.32127323e-02  -3.03628106e-02]
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   -2.07405881e-01   3.23846004e-02]
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   -1.59510230e-01  -2.12843667e-01]
 [  1.37575497e-01  -1.83745144e-01  -1.43435758e-01  -9.78706347e-03
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 [ -1.17845361e-01   1.33536177e-01   2.59573258e-01  -1.92623932e-02
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   -1.19279898e-01  -6.02788620e-02]
 [ -3.54046488e-01   7.02799650e-02   9.82623024e-03  -3.61293392e-02
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   -9.68485892e-02   7.06948460e-02]
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   -6.28423141e-03  -1.94065832e-01]
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    1.04650422e-01  -1.89106788e-01]
 [ -1.06441734e-01  -4.37946842e-02   1.20377306e-01   1.06054243e-01
    4.50517153e-02  -1.11275488e-01   2.45194510e-01  -7.74556956e-02
    1.83258395e-01  -6.06917439e-03]
 [  2.23744359e-02  -1.25653923e-01   2.14721605e-01  -2.13178368e-01
   -4.50964151e-03   1.04651571e-01   2.28238739e-03  -1.13362042e-01
    4.38418857e-02   2.54471031e-01]]
[[ 0.57554202]
 [ 1.44898903]
 [ 0.28196398]
 [ 0.82643963]
 [-2.57889817]
 [-0.27296392]
 [-1.52626489]
 [ 0.04160459]
 [ 0.64170591]
 [ 0.86664531]]
Progress: 22.7% ... Training loss: 0.299 ... Validation loss: 0.476[[  1.59699537e-01   2.05382909e-01  -1.10575857e-01   1.03832981e-01
   -5.02836878e-01  -6.91846011e-02  -5.63829014e-02   1.23331902e-01
   -7.24735526e-02   1.85791767e-01]
 [  1.31895341e-02   1.61618962e-01  -2.05805323e-02   3.92721552e-02
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 [  1.76736404e-01   4.55590308e-01   1.66547766e-02   3.48751831e-02
    2.13730609e-01  -3.85366735e-02  -5.34826339e-01  -3.68288042e-02
    7.09602862e-02   2.93492185e-01]
 [ -1.24508171e-02  -2.87031638e-01  -2.33160221e-01   4.67794815e-02
   -2.57651621e-02   1.59770435e-01   1.17461561e-01   5.65020870e-02
    2.97708829e-02   1.36597740e-01]
 [ -2.82209909e-04   1.65564398e-01  -1.42919533e-01   5.08704761e-02
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   -1.78774223e-01   1.39692746e-02]
 [ -3.55269898e-01  -4.01052593e-01  -2.87567043e-01   1.59851934e-01
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   -3.41558133e-03   2.31972919e-02]
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 [ -1.74564397e-01  -9.83365381e-02  -3.06796386e-01  -2.71322740e-02
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 [  7.52954434e-02  -2.73502835e-01   9.70007598e-02   5.03687136e-02
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   -2.35491328e-02  -1.32013675e-01]
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   -1.70663111e-01  -2.10728038e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.26278403e-01  -1.94021131e-01   1.16704112e-01   2.67009866e-01
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   -2.15393441e-01  -7.06003457e-03]
 [  1.17355946e-01  -7.60086337e-02  -1.71204929e-02   1.24678219e-01
   -2.37220695e-02  -8.78964587e-02   1.35904575e-01   4.16252968e-03
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 [  3.20443483e-02  -6.33896203e-02  -2.13636547e-01   1.41797458e-01
   -2.44256679e-02   8.90522805e-02  -6.52362744e-02  -2.03355544e-02
   -9.90519349e-02  -1.18946381e-02]
 [ -1.23015233e-01  -6.21802582e-02  -2.04085843e-01   1.53009622e-01
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 [ -7.37200578e-02  -4.45519916e-02   2.74379504e-01   9.24216693e-02
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 [  5.19898028e-02  -2.58988282e-02   8.66394395e-02   8.62177103e-02
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   -3.47309038e-02  -6.73571999e-02]
 [  2.79739268e-03  -1.63598785e-01  -2.93008531e-01  -5.65609586e-02
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 [  5.20181228e-02   2.49193967e-03  -1.16990583e-01   4.39710184e-02
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   -1.77514016e-01  -3.67495572e-01]
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    3.41201010e-02  -3.72405380e-01]
 [  1.29182214e-02  -4.08038847e-01  -4.22817499e-02  -1.06337240e-01
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   -3.61750016e-01  -2.15219788e-01]
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   -5.74069797e-02   9.37635773e-02]
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   -8.07712593e-02  -1.25277003e-01]
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   -2.39960126e-01  -8.30895370e-03]
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 [  1.25199572e-01   2.66001348e-01   1.70591206e-01  -7.10251404e-02
   -1.37614854e-01   4.34153150e-02  -1.78446089e-01   2.84640982e-01
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 [  3.46439772e-01   3.01063269e-01  -8.47773485e-02   3.12235095e-01
   -8.89365455e-01  -2.86328402e-01  -4.62239946e-01   1.77624293e-01
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 [  5.12108137e-02   1.53420350e-01   2.54684284e-01   2.57119096e-01
   -7.63288212e-02  -1.97547647e-01  -1.89879814e-01  -1.32514090e-01
   -1.34977199e-01  -2.81342789e-01]
 [  2.69138415e-02  -4.59838648e-02  -1.16704166e-01  -4.94335904e-02
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 [  2.84683130e-04  -5.60233814e-02  -6.67367036e-02  -5.10790208e-02
   -1.43607718e-02  -1.75656279e-01   9.01429415e-02   1.01550067e-02
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 [  2.92488094e-02   6.65849406e-02   2.45225170e-01   7.54414066e-02
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   -1.84841398e-01   1.11016483e-01]
 [  6.36984527e-02   6.96523027e-03   1.04277689e-01  -3.29507768e-03
   -2.03730053e-01   7.30648769e-02   9.01867804e-02  -2.71240512e-01
   -2.53374238e-02  -9.93328956e-02]
 [ -2.27601268e-02   5.74068901e-02   7.92799243e-02  -4.57771570e-02
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   -3.33881247e-02   1.58599155e-01]
 [  2.12851313e-01   4.34394003e-02   2.50621134e-02   7.04406603e-02
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   -6.27829099e-02  -2.97639459e-02]
 [  3.27481537e-02  -4.32558620e-02   1.27358899e-02   2.78726746e-02
   -3.65756528e-01  -1.18618303e-01  -1.79189407e-01   4.05752525e-02
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 [  2.63671559e-02   5.08508393e-01   1.12838575e-01   3.87036729e-01
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 [  2.59734491e-01   3.00054977e-01   2.46479296e-01   1.45171197e-01
   -4.04968390e-01   8.07926608e-02  -2.10833615e-01   1.62751633e-01
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   -3.52584627e-02   4.86744961e-02]
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   -2.74625286e-01  -9.31125222e-02]
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   -2.06989695e-01   3.29124543e-02]
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   -1.59859888e-01  -2.13307257e-01]
 [  1.39146849e-01  -1.80133792e-01  -1.42681738e-01  -7.47382810e-03
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 [ -1.17855106e-01   1.33552773e-01   2.59598741e-01  -1.91413090e-02
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   -1.19256064e-01  -6.03451958e-02]
 [ -3.53918588e-01   7.04339462e-02   9.91462887e-03  -3.58770921e-02
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   -9.66708835e-02   7.08488721e-02]
 [  1.45723388e-01   8.21222049e-02  -2.38742722e-01  -9.46828621e-02
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   -6.00733445e-03  -1.93757392e-01]
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    1.04087468e-01  -1.89863933e-01]
 [ -1.07417624e-01  -4.61946799e-02   1.19898004e-01   1.04741437e-01
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    1.82180151e-01  -7.51440930e-03]
 [  2.24045444e-02  -1.25733909e-01   2.14792288e-01  -2.12916428e-01
   -5.29231880e-03   1.04576194e-01   2.29706095e-03  -1.13349579e-01
    4.40152095e-02   2.54566610e-01]]
[[ 0.57980534]
 [ 1.45223583]
 [ 0.28529208]
 [ 0.82858549]
 [-2.5750549 ]
 [-0.26988961]
 [-1.52527296]
 [ 0.04618636]
 [ 0.64591207]
 [ 0.8705986 ]]
Progress: 22.8% ... Training loss: 0.298 ... Validation loss: 0.474[[  1.61521472e-01   2.10036543e-01  -1.09736073e-01   1.06498353e-01
   -5.09615765e-01  -7.00557829e-02  -6.17010160e-02   1.23484582e-01
   -7.03985299e-02   1.88409249e-01]
 [  1.22942603e-02   1.59345019e-01  -2.10166548e-02   3.80346355e-02
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    1.36803880e-01  -3.24462941e-02]
 [  1.76496645e-01   4.56291376e-01   1.65138980e-02   3.42444479e-02
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    7.06075808e-02   2.92741444e-01]
 [ -1.06246150e-02  -2.82757531e-01  -2.32127465e-01   5.00357184e-02
   -3.42620506e-02   1.58744943e-01   1.13550566e-01   5.66590977e-02
    3.20020439e-02   1.39613698e-01]
 [ -1.12382733e-03   1.63537151e-01  -1.43310842e-01   5.00069996e-02
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   -1.79614139e-01   1.31350887e-02]
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   -3.41044978e-03   2.32247104e-02]
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 [  7.71009278e-02  -2.69645803e-01   9.78467409e-02   5.28875992e-02
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[[ 0.58701143]
 [ 1.45828896]
 [ 0.29034277]
 [ 0.83640794]
 [-2.57305204]
 [-0.26381724]
 [-1.52113644]
 [ 0.05488799]
 [ 0.6542284 ]
 [ 0.88092682]]
Progress: 22.8% ... Training loss: 0.301 ... Validation loss: 0.475[[  1.58624385e-01   2.02589878e-01  -1.11080062e-01   1.02785339e-01
   -4.99421215e-01  -6.88473047e-02  -5.42584864e-02   1.23230451e-01
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   -2.62227721e-02  -1.00483787e-01]
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   -6.47004873e-03  -1.94386054e-01]
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 [ -1.07157251e-01  -4.57778453e-02   1.20036737e-01   1.05115212e-01
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    1.82493095e-01  -7.14421351e-03]
 [  2.30996076e-02  -1.24101010e-01   2.15096547e-01  -2.11748097e-01
   -1.02933728e-02   1.04248659e-01   4.43653181e-04  -1.13303373e-01
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[[ 0.58029434]
 [ 1.45187657]
 [ 0.28364076]
 [ 0.82623014]
 [-2.57693577]
 [-0.26967662]
 [-1.53076316]
 [ 0.04735512]
 [ 0.64815086]
 [ 0.87279007]]
Progress: 22.9% ... Training loss: 0.298 ... Validation loss: 0.473[[  1.57014181e-01   1.98663515e-01  -1.11931550e-01   1.00384277e-01
   -4.93128089e-01  -6.80296078e-02  -5.00416825e-02   1.23083957e-01
   -7.50889317e-02   1.81624002e-01]
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 [  1.77345841e-01   4.60101843e-01   1.67959114e-02   3.44992171e-02
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    7.13439624e-02   2.93793372e-01]
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   -4.59978455e-03   2.14962499e-02]
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   -2.62734650e-02  -1.35670470e-01]
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   -1.70530000e-01  -2.10770592e-01]
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   -2.06960586e-01   3.29479196e-02]
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    3.51586337e-01   2.41091316e-02   1.59049707e-01   1.53011896e-01
   -1.59858635e-01  -2.13370712e-01]
 [  1.39562952e-01  -1.80152262e-01  -1.42557925e-01  -6.78814845e-03
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 [ -1.20554690e-01   1.26108898e-01   2.58328986e-01  -2.27390815e-02
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   -1.22225112e-01  -6.43615873e-02]
 [ -3.53597438e-01   7.13199248e-02   1.01263653e-02  -3.52259384e-02
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   -9.61391661e-02   7.16007777e-02]
 [  1.45271216e-01   8.06536434e-02  -2.38947819e-01  -9.52286327e-02
    1.30761215e-01  -2.91885556e-01   2.99821673e-02  -1.68351798e-01
   -6.47026626e-03  -1.94423561e-01]
 [  2.04258933e-01  -1.67764542e-01   5.88061474e-02  -3.45589892e-02
    1.05370753e-01  -2.89083537e-02   1.69823663e-02  -1.37553316e-01
    1.03533462e-01  -1.90696359e-01]
 [ -1.06468882e-01  -4.45161030e-02   1.20390495e-01   1.06169480e-01
    4.53848928e-02  -1.11274155e-01   2.45848728e-01  -7.74501140e-02
    1.83277222e-01  -6.08931319e-03]
 [  2.18265326e-02  -1.26791066e-01   2.14459592e-01  -2.13606108e-01
   -5.61210355e-03   1.04871285e-01   3.52465013e-03  -1.13411257e-01
    4.35458424e-02   2.53643858e-01]]
[[ 0.57194653]
 [ 1.44382121]
 [ 0.27549238]
 [ 0.81865081]
 [-2.58006092]
 [-0.27578435]
 [-1.53412585]
 [ 0.03994859]
 [ 0.63891609]
 [ 0.86312501]]
Progress: 22.9% ... Training loss: 0.299 ... Validation loss: 0.479[[  1.59715161e-01   2.04568039e-01  -1.10519294e-01   1.04359843e-01
   -5.05564772e-01  -6.93836726e-02  -5.66701091e-02   1.23297668e-01
   -7.18362174e-02   1.85576579e-01]
 [  1.16071294e-02   1.57613583e-01  -2.12646008e-02   3.74119634e-02
    1.08245992e-01  -4.33862319e-03   3.09547396e-01   4.10499878e-02
    1.36206549e-01  -3.32627940e-02]
 [  1.83690759e-01   4.75314392e-01   2.01343730e-02   4.38423217e-02
    1.85275588e-01  -4.15278180e-02  -5.56090898e-01  -3.63340919e-02
    7.88331893e-02   3.03583623e-01]
 [ -1.22825247e-02  -2.85607472e-01  -2.33132706e-01   4.73395049e-02
   -2.44765197e-02   1.59539210e-01   1.17369385e-01   5.64637401e-02
    3.03974238e-02   1.37839886e-01]
 [ -3.65565716e-03   1.58056057e-01  -1.44457705e-01   4.71556895e-02
    5.90123573e-02  -1.81077529e-01   3.59974878e-02  -1.19351742e-01
   -1.82466578e-01   8.91848118e-03]
 [ -3.56481658e-01  -4.06358224e-01  -2.88091157e-01   1.59050710e-01
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   -4.43476876e-03   2.15078998e-02]
 [ -2.88120295e-03  -1.76866539e-01   1.01132568e-02   9.27038082e-02
   -1.89057396e-02  -7.11599934e-02   1.71683124e-01  -1.89882612e-01
    1.88431276e-01   3.25762178e-02]
 [  1.20277664e-01  -2.12183771e-01   3.69925478e-02  -5.83486831e-02
    9.05810593e-02  -4.92992237e-02   4.68370175e-02   1.22043826e-01
    8.28381817e-02  -1.44185246e-02]
 [ -1.74761211e-01  -9.87806144e-02  -3.06887295e-01  -2.74311011e-02
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 [  7.62874226e-02  -2.72505498e-01   9.75839946e-02   5.22248144e-02
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   -2.53425689e-02  -1.34423121e-01]
 [ -1.11667252e-01  -6.75727184e-02  -6.97295478e-02  -8.53474948e-03
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   -1.69733251e-01  -2.09712476e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.28040982e-01  -1.99064457e-01   1.15910081e-01   2.65079317e-01
   -1.06281990e-01  -8.09984998e-02  -7.19921921e-02  -2.55631030e-01
   -2.17234147e-01  -9.64092001e-03]
 [  1.16055585e-01  -7.96362288e-02  -1.77161507e-02   1.23071685e-01
   -1.86463721e-02  -8.73523397e-02   1.39465284e-01   4.06034715e-03
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 [  3.27119524e-02  -6.29015004e-02  -2.13381735e-01   1.42703526e-01
   -2.69457169e-02   8.86798165e-02  -6.57850753e-02  -2.02848163e-02
   -9.82394819e-02  -1.09702202e-02]
 [ -1.22846280e-01  -6.26518977e-02  -2.04000825e-01   1.53213398e-01
   -6.96746464e-03   1.35073698e-01   9.88978331e-03  -2.50255578e-01
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 [ -7.31805124e-02  -4.27593204e-02   2.74655410e-01   9.32552065e-02
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 [  5.16952186e-02  -2.71281620e-02   8.63853830e-02   8.55585027e-02
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   -3.51579424e-02  -6.79753328e-02]
 [  5.53240428e-03  -1.57754817e-01  -2.91613548e-01  -5.24623393e-02
    2.16217778e-01  -9.01511528e-02   1.76052351e-01   1.64023061e-01
    1.05116427e-01  -3.31105537e-02]
 [  5.27930989e-02   4.52807828e-03  -1.16402788e-01   4.55040336e-02
   -9.42935782e-02   3.22585129e-01   2.49749092e-01   2.05450366e-01
   -1.61239598e-01  -5.75153354e-02]
 [  6.17755760e-03  -1.37134581e-02   1.23093059e-01   1.08814651e-01
   -1.81907680e-02   1.04882411e-01  -1.53527613e-01  -4.10608722e-02
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 [  1.05245631e-01   6.92914776e-02  -4.93801836e-02  -1.07004237e-01
   -8.45568196e-02  -3.28066136e-01   1.16805428e-01   8.40368482e-03
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 [ -1.00460046e-01   6.05793446e-03  -1.63138943e-02   1.99073465e-02
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 [ -1.39583354e-01  -5.46463654e-02  -1.95001890e-01   2.90894418e-03
   -2.76805973e-01  -6.68713760e-03  -2.31915831e-02  -2.31131594e-02
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 [ -2.54155394e-02  -5.56659245e-02  -7.25778895e-02  -1.21691199e-01
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   -1.77210914e-01  -3.67172157e-01]
 [ -1.12492625e-02  -3.43233381e-01  -2.73761095e-02  -6.70621800e-02
    6.43167250e-01   9.92292364e-02   4.84344396e-01   9.18755807e-02
    3.33701639e-02  -3.73409636e-01]
 [  1.35912653e-02  -4.07230377e-01  -4.19458016e-02  -1.05310131e-01
    6.72303761e-01   2.32134389e-02   4.60855764e-01   4.89789896e-02
   -3.60959447e-01  -2.14241638e-01]
 [ -1.58521970e-01  -5.42393611e-01  -4.68777888e-03  -1.90278779e-01
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   -5.77463504e-02   9.33167071e-02]
 [ -2.80232646e-01  -3.49040957e-01   5.97181158e-02  -3.66119808e-02
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   -8.06557578e-02  -1.25101641e-01]
 [ -1.86893443e-01  -2.40637096e-01   2.57633315e-01  -2.23978361e-01
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   -2.41320160e-01  -1.01126519e-02]
 [ -1.16460442e-01  -1.80892450e-01  -1.74938876e-01  -8.53693970e-02
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 [  1.24753839e-01   2.65593975e-01   1.70352687e-01  -7.16961250e-02
   -1.35793404e-01   4.36399471e-02  -1.77216877e-01   2.84614881e-01
    8.93416739e-02   1.92645209e-01]
 [  3.46056224e-01   3.00293128e-01  -8.49775138e-02   3.11692096e-01
   -8.88041515e-01  -2.86157970e-01  -4.61118317e-01   1.77562426e-01
    3.76925082e-01  -4.26136934e-02]
 [  5.07519032e-02   1.52130574e-01   2.54450928e-01   2.56385770e-01
   -7.41253636e-02  -1.97314815e-01  -1.88730723e-01  -1.32554602e-01
   -1.35545463e-01  -2.82076309e-01]
 [  2.82170758e-02  -4.30557836e-02  -1.16034746e-01  -4.75494088e-02
    2.30227223e-01   3.94601475e-02  -1.90253924e-02  -1.83945436e-01
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 [  2.73797239e-04  -5.57040478e-02  -6.67737971e-02  -5.10537085e-02
   -1.43863187e-02  -1.75681076e-01   9.01237216e-02   1.01628321e-02
    3.72892027e-02   7.23475927e-03]
 [  2.90110557e-02   6.60568614e-02   2.45134220e-01   7.51055074e-02
   -2.28803078e-01  -1.34263854e-01   1.15459241e-01   3.98479821e-02
   -1.85100271e-01   1.10586440e-01]
 [  6.39447157e-02   7.84128532e-03   1.04451375e-01  -2.79311040e-03
   -2.05437363e-01   7.28678997e-02   8.92449993e-02  -2.71213444e-01
   -2.50128909e-02  -9.88579393e-02]
 [ -2.09455024e-02   6.13228706e-02   8.01111732e-02  -4.31115523e-02
    7.08799863e-03   1.85852570e-01   1.27438513e-01   1.17844493e-01
   -3.12837163e-02   1.61264239e-01]
 [  2.12446055e-01   4.21905133e-02   2.48709749e-02   6.99212036e-02
    8.82422217e-02  -1.85533675e-02  -1.35590705e-01   1.47792185e-01
   -6.31822913e-02  -3.03508897e-02]
 [  3.35809278e-02  -4.10572359e-02   1.31472751e-02   2.91181459e-02
   -3.69449337e-01  -1.19019332e-01  -1.81417627e-01   4.06424940e-02
    1.11367775e-01   1.83880474e-01]
 [  2.58421640e-02   5.06489045e-01   1.12594554e-01   3.86382933e-01
   -1.01338981e+00  -2.98786217e-01  -6.00255909e-01  -7.42047198e-02
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 [  1.76469606e-01   5.13620591e-01   6.24150083e-02   4.14180503e-01
   -8.33077429e-01  -8.24157955e-02  -4.49779432e-01   1.50630634e-01
    2.00425917e-01   4.84992268e-01]
 [  2.58809292e-01   2.97930623e-01   2.46032240e-01   1.43950609e-01
   -4.01030905e-01   8.11809303e-02  -2.08392199e-01   1.62672597e-01
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 [ -7.45581268e-02   2.12753698e-01   2.41239985e-01   1.43842955e-02
   -2.94188233e-02   1.31569189e-01  -9.30114946e-02  -1.51366429e-02
   -3.48153513e-02   4.92655469e-02]
 [ -9.80665222e-02  -8.81057340e-03   2.48963500e-02   9.24699429e-02
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   -2.75423190e-01  -9.42217104e-02]
 [ -2.19088676e-01  -1.89531055e-02  -9.27702321e-02  -3.43487185e-01
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   -2.07030827e-01   3.28231760e-02]
 [  1.55664352e-02  -3.59306510e-01  -1.24840770e-01  -1.55006631e-01
    3.51846421e-01   2.41345187e-02   1.59242502e-01   1.53008256e-01
   -1.59930589e-01  -2.13458053e-01]
 [  1.40358430e-01  -1.78019090e-01  -1.42206096e-01  -5.63278701e-03
    1.29696017e-01  -5.81119722e-02   1.06732929e-02  -1.49266563e-01
    1.29308291e-01  -1.16459106e-01]
 [ -1.19540465e-01   1.28188077e-01   2.58820251e-01  -2.14438923e-02
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   -1.21086105e-01  -6.30613605e-02]
 [ -3.53252903e-01   7.19369121e-02   1.03010617e-02  -3.47979601e-02
    1.61676182e-01  -1.69062255e-01  -2.18341227e-02   2.34512919e-01
   -9.58520337e-02   7.20226834e-02]
 [  1.46849226e-01   8.40701295e-02  -2.38099514e-01  -9.27331829e-02
    1.23457905e-01  -2.92713707e-01   2.57780632e-02  -1.68225490e-01
   -4.47990250e-03  -1.91859581e-01]
 [  2.04801410e-01  -1.66390064e-01   5.91325957e-02  -3.36107267e-02
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    1.04250243e-01  -1.89712015e-01]
 [ -1.06496964e-01  -4.52407358e-02   1.20362110e-01   1.06161935e-01
    4.55039104e-02  -1.11210359e-01   2.46192955e-01  -7.74501341e-02
    1.83192334e-01  -6.28317865e-03]
 [  2.00194657e-02  -1.31285789e-01   2.13618212e-01  -2.16140600e-01
    4.40962451e-04   1.05728414e-01   8.39067996e-03  -1.13535988e-01
    4.15774614e-02   2.50869596e-01]]
[[ 0.5861761 ]
 [ 1.45925902]
 [ 0.28285   ]
 [ 0.83066047]
 [-2.5707169 ]
 [-0.26783398]
 [-1.52987847]
 [ 0.05092291]
 [ 0.65068605]
 [ 0.87681245]]
Progress: 22.9% ... Training loss: 0.299 ... Validation loss: 0.467[[  1.58203044e-01   2.01571485e-01  -1.11170847e-01   1.02288575e-01
   -5.00091650e-01  -6.87452594e-02  -5.31437524e-02   1.23181350e-01
   -7.34570060e-02   1.83435980e-01]
 [  1.18240656e-02   1.58171285e-01  -2.11553193e-02   3.77301730e-02
    1.07309582e-01  -4.44031878e-03   3.09053004e-01   4.10692676e-02
    1.36444956e-01  -3.29270482e-02]
 [  1.81393513e-01   4.72554581e-01   1.88454289e-02   4.00080605e-02
    1.96163369e-01  -4.03767103e-02  -5.52142132e-01  -3.65558976e-02
    7.58995265e-02   2.99876574e-01]
 [ -1.11955427e-02  -2.84271461e-01  -2.32511435e-01   4.91526994e-02
   -2.95241375e-02   1.58912576e-01   1.15556726e-01   5.65713762e-02
    3.17338178e-02   1.39709041e-01]
 [ -5.83995332e-03   1.53661227e-01  -1.45491088e-01   4.39308940e-02
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   -1.84829562e-01   5.55930063e-03]
 [ -3.55567038e-01  -4.05232518e-01  -2.87540441e-01   1.60737846e-01
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   -3.14364319e-03   2.31318945e-02]
 [ -3.71497446e-03  -1.79137661e-01   9.74376130e-03   9.15729516e-02
   -1.59585520e-02  -7.07886004e-02   1.73936567e-01  -1.89952327e-01
    1.87540722e-01   3.13140313e-02]
 [  1.19967038e-01  -2.12649229e-01   3.68917232e-02  -5.86554729e-02
    9.13283733e-02  -4.92034375e-02   4.74165827e-02   1.22026342e-01
    8.25989851e-02  -1.48030857e-02]
 [ -1.75030624e-01  -9.92474776e-02  -3.06998109e-01  -2.78963986e-02
    1.31597344e-02   7.16942047e-02  -1.90504642e-01  -2.86544277e-02
    2.54413135e-01  -1.32983743e-01]
 [  7.65668252e-02  -2.71829386e-01   9.78255301e-02   5.28163884e-02
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[[ 0.58426418]
 [ 1.45487215]
 [ 0.28064459]
 [ 0.83053566]
 [-2.57068973]
 [-0.26749895]
 [-1.5274409 ]
 [ 0.05147353]
 [ 0.65072031]
 [ 0.8745567 ]]
Progress: 23.0% ... Training loss: 0.298 ... Validation loss: 0.471[[  1.57731144e-01   2.00365047e-01  -1.11453127e-01   1.01457898e-01
   -4.97938897e-01  -6.83935156e-02  -5.14780991e-02   1.23142593e-01
   -7.40353453e-02   1.82713037e-01]
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 [  1.78955468e-01   4.67775345e-01   1.76513361e-02   3.62533244e-02
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   -5.71630460e-02   9.41150300e-02]
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   -2.49421761e-02  -9.87390390e-02]
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   -3.15920843e-02   1.60831240e-01]
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 [  1.40652654e-01  -1.77768904e-01  -1.42023387e-01  -4.97136903e-03
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 [ -3.52400756e-01   7.34915058e-02   1.07218058e-02  -3.36784997e-02
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   -3.37583784e-03  -1.90453966e-01]
 [  2.04525761e-01  -1.66617927e-01   5.90061864e-02  -3.40080382e-02
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 [ -1.06601559e-01  -4.56119473e-02   1.20327392e-01   1.06076629e-01
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    1.83018115e-01  -6.43399024e-03]
 [  1.77583256e-02  -1.37639591e-01   2.12572429e-01  -2.19321541e-01
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[[ 0.57852983]
 [ 1.45074879]
 [ 0.27546623]
 [ 0.82642933]
 [-2.57889341]
 [-0.27397441]
 [-1.5337935 ]
 [ 0.04655954]
 [ 0.6466335 ]
 [ 0.86825022]]
Progress: 23.1% ... Training loss: 0.297 ... Validation loss: 0.475[[  1.54406862e-01   1.92664176e-01  -1.13132825e-01   9.67829025e-02
   -4.85293527e-01  -6.69298059e-02  -4.34058210e-02   1.22872607e-01
   -7.77418357e-02   1.77525285e-01]
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    1.36046999e-01  -3.34730876e-02]
 [  1.80976515e-01   4.73460066e-01   1.84558456e-02   3.87087911e-02
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    7.49542192e-02   2.99481303e-01]
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   -3.89593493e-02   1.57637628e-01   1.08470478e-01   5.67841352e-02
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 [ -1.12863909e-02   1.41895044e-01  -1.48068372e-01   3.66982819e-02
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   -1.90586657e-01  -2.37422729e-03]
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   -5.01197633e-03   2.04293191e-02]
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   -2.58578874e-02  -1.35211727e-01]
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   -1.70411092e-01  -2.10663937e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -1.78334174e-01  -3.68712749e-01]
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 [  1.32002441e-02  -4.08504966e-01  -4.21540824e-02  -1.05943582e-01
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   -2.07368984e-01   3.23899069e-02]
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 [ -1.21104206e-01   1.24365204e-01   2.58058552e-01  -2.36912314e-02
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   -1.22865759e-01  -6.55255844e-02]
 [ -3.53195072e-01   7.13301195e-02   1.03494936e-02  -3.48030480e-02
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   -3.90184810e-03  -1.91108550e-01]
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    1.03838500e-01  -1.90337685e-01]
 [ -1.07286647e-01  -4.73670187e-02   1.19993191e-01   1.05092513e-01
    4.93194184e-02  -1.10926164e-01   2.48407455e-01  -7.75088732e-02
    1.82231270e-01  -7.49407582e-03]
 [  1.57845526e-02  -1.41772820e-01   2.11603342e-01  -2.22073287e-01
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    3.70100547e-02   2.44919792e-01]]
[[ 0.57087625]
 [ 1.44146414]
 [ 0.26679561]
 [ 0.81571186]
 [-2.58344709]
 [-0.27786966]
 [-1.54252218]
 [ 0.03878908]
 [ 0.63964625]
 [ 0.85861692]]
Progress: 23.1% ... Training loss: 0.306 ... Validation loss: 0.490[[  1.53552957e-01   1.91259728e-01  -1.13545874e-01   9.54592185e-02
   -4.82482795e-01  -6.64887257e-02  -4.14697603e-02   1.22804423e-01
   -7.87333522e-02   1.76285203e-01]
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 [  1.80837474e-01   4.72996425e-01   1.81466759e-02   3.76096139e-02
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   -2.79928993e-02   1.58942570e-01   1.15393879e-01   5.66044830e-02
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 [ -1.30499487e-02   1.38525284e-01  -1.48828435e-01   3.40476062e-02
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   -1.92601909e-01  -5.07607713e-03]
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   -5.76357653e-03   1.94383619e-02]
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   -2.77842451e-02  -1.37880998e-01]
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   -1.71942086e-01  -2.12639993e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.17617583e-01  -1.03653744e-02]
 [  1.14885524e-01  -8.37412587e-02  -1.81745837e-02   1.22032997e-01
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 [  5.11331214e-02  -2.84505794e-02   8.60948912e-02   8.47574526e-02
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   -3.57787791e-02  -6.88921914e-02]
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   -3.61227018e-01  -2.14686508e-01]
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   -8.09028409e-02  -1.25428418e-01]
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 [  3.43495891e-01   2.94468703e-01  -8.61462071e-02   3.07645484e-01
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 [  5.06858645e-02   1.52107219e-01   2.54414938e-01   2.56279363e-01
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   -1.84874058e-01   1.10816492e-01]
 [  6.43384317e-02   9.16036114e-03   1.04608947e-01  -2.24435961e-03
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   -2.46452832e-02  -9.82974449e-02]
 [ -2.00261735e-02   6.34473077e-02   8.05470467e-02  -4.17232370e-02
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   -3.02016271e-02   1.62635536e-01]
 [  2.12041015e-01   4.14560922e-02   2.46766295e-02   6.93039973e-02
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   -6.37052553e-02  -3.09410967e-02]
 [  3.42002176e-02  -3.94328373e-02   1.34371728e-02   2.99883008e-02
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   -2.07339737e-01   3.24270356e-02]
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   -1.60315924e-01  -2.13999890e-01]
 [  1.42913496e-01  -1.72554435e-01  -1.40976078e-01  -1.59195812e-03
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 [ -1.19223184e-01   1.28434401e-01   2.58960298e-01  -2.10364055e-02
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   -1.20717331e-01  -6.26857868e-02]
 [ -3.53256656e-01   7.10655716e-02   1.03406819e-02  -3.48306979e-02
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   -9.57693152e-02   7.20732307e-02]
 [  1.46468137e-01   8.26268718e-02  -2.38170797e-01  -9.30539175e-02
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   -4.73669240e-03  -1.92241198e-01]
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 [ -1.07201664e-01  -4.72307898e-02   1.20034019e-01   1.05207107e-01
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    1.82321583e-01  -7.36627454e-03]
 [  1.28834607e-02  -1.48947097e-01   2.10240046e-01  -2.26293916e-01
    2.56215412e-02   1.09057739e-01   2.67794707e-02  -1.14107350e-01
    3.38954434e-02   2.40606162e-01]]
[[ 0.56330697]
 [ 1.43532261]
 [ 0.26283521]
 [ 0.80928413]
 [-2.58448354]
 [-0.28294664]
 [-1.54581   ]
 [ 0.03176822]
 [ 0.63184297]
 [ 0.85175188]]
Progress: 23.1% ... Training loss: 0.311 ... Validation loss: 0.499[[  1.54905418e-01   1.94352731e-01  -1.12862876e-01   9.75746856e-02
   -4.88573067e-01  -6.71799523e-02  -4.50806768e-02   1.22890165e-01
   -7.70445534e-02   1.78595362e-01]
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 [  1.80828104e-01   4.73651294e-01   1.81026258e-02   3.72597234e-02
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    7.45257231e-02   2.98656691e-01]
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   -1.89358096e-01  -1.02910792e-03]
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   -6.08464840e-03   1.91088683e-02]
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[[ 0.58174198]
 [ 1.45279977]
 [ 0.28234491]
 [ 0.82943661]
 [-2.56788265]
 [-0.26881354]
 [-1.5268947 ]
 [ 0.04592533]
 [ 0.65125597]
 [ 0.86995844]]
Progress: 23.2% ... Training loss: 0.298 ... Validation loss: 0.473[[  1.55536907e-01   1.94863715e-01  -1.12622930e-01   9.84258084e-02
   -4.91274687e-01  -6.74803418e-02  -4.63415914e-02   1.22941137e-01
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   -2.38646662e-02  -9.72382167e-02]
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 [  1.43091961e-01  -1.72825961e-01  -1.41044982e-01  -1.64524449e-03
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 [ -3.50255380e-01   7.72086944e-02   1.18464300e-02  -3.03366375e-02
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 [  1.46532418e-01   8.20539640e-02  -2.38143248e-01  -9.29647171e-02
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    1.05242321e-01  -1.88612900e-01]
 [ -1.06987036e-01  -4.69058018e-02   1.20129518e-01   1.05534363e-01
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    1.82576937e-01  -6.99409326e-03]
 [  1.41901242e-02  -1.46117084e-01   2.10827133e-01  -2.24183631e-01
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[[ 0.58349914]
 [ 1.45664497]
 [ 0.28801209]
 [ 0.83372619]
 [-2.56699676]
 [-0.26418088]
 [-1.52311641]
 [ 0.05105566]
 [ 0.65416323]
 [ 0.87540928]]
Progress: 23.2% ... Training loss: 0.300 ... Validation loss: 0.473[[  1.54755269e-01   1.92195347e-01  -1.13030781e-01   9.72299644e-02
   -4.88170793e-01  -6.71077245e-02  -4.39844091e-02   1.22877902e-01
   -7.68528553e-02   1.77971210e-01]
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 [  1.80166165e-01   4.71712469e-01   1.73848057e-02   3.50100868e-02
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    7.34881112e-02   2.96771389e-01]
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 [ -9.70437367e-03   1.44531926e-01  -1.46810631e-01   3.94109999e-02
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   -2.60183445e-02  -1.35814726e-01]
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   -1.71937910e-01  -2.12680754e-01]
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   -1.77735516e-01  -3.68122102e-01]
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   -1.60791417e-01  -2.14670832e-01]
 [  1.42271680e-01  -1.74946695e-01  -1.41481543e-01  -2.93860764e-03
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 [ -1.18659879e-01   1.28867868e-01   2.59335184e-01  -1.99505552e-02
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   -1.19898567e-01  -6.17755379e-02]
 [ -3.51556707e-01   7.40248327e-02   1.12092684e-02  -3.22016199e-02
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   -9.36140546e-02   7.46839178e-02]
 [  1.46704623e-01   8.22419863e-02  -2.38012440e-01  -9.25394630e-02
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   -4.30496169e-03  -1.91870640e-01]
 [  2.06020302e-01  -1.64596051e-01   5.96734343e-02  -3.20877455e-02
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 [ -1.07085856e-01  -4.69138848e-02   1.20072855e-01   1.05516444e-01
    4.80121805e-02  -1.10991325e-01   2.47918851e-01  -7.75034067e-02
    1.82483146e-01  -7.15667537e-03]
 [  1.35716689e-02  -1.47765486e-01   2.10475226e-01  -2.25048347e-01
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[[ 0.57843252]
 [ 1.4562906 ]
 [ 0.2833111 ]
 [ 0.82916493]
 [-2.57196424]
 [-0.27049441]
 [-1.52875827]
 [ 0.04387193]
 [ 0.6481498 ]
 [ 0.86886664]]
Progress: 23.3% ... Training loss: 0.297 ... Validation loss: 0.470[[  1.55731590e-01   1.95193386e-01  -1.12566476e-01   9.84651982e-02
   -4.92750229e-01  -6.75306830e-02  -4.68212626e-02   1.22941351e-01
   -7.57068585e-02   1.79458636e-01]
 [  1.16457351e-02   1.57519951e-01  -2.12562739e-02   3.75245454e-02
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 [  1.77318609e-01   4.66732529e-01   1.58277520e-02   3.00654116e-02
    2.23857300e-01  -3.71117316e-02  -5.47887930e-01  -3.70486083e-02
    6.98932251e-02   2.92712885e-01]
 [ -1.66054428e-02  -2.96854043e-01  -2.34911260e-01   4.19397904e-02
   -2.83077523e-03   1.61339419e-01   1.31276369e-01   5.62554184e-02
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 [ -7.06698209e-03   1.51345049e-01  -1.45450409e-01   4.34011272e-02
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   -1.85425654e-01   4.08961847e-03]
 [ -3.56986959e-01  -4.12197452e-01  -2.87997457e-01   1.60129406e-01
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   -4.12687534e-03   2.13131645e-02]
 [  1.42856875e-03  -1.68034552e-01   1.20652942e-02   9.88364509e-02
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   -2.44729417e-02  -1.33931437e-01]
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   -1.71412622e-01  -2.11972458e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.28225486e-01  -2.00781218e-01   1.16001597e-01   2.65584873e-01
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   -2.17111757e-01  -9.80385134e-03]
 [  1.14834390e-01  -8.51338683e-02  -1.81418142e-02   1.22265841e-01
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 [  3.39463962e-02  -6.07951642e-02  -2.12757758e-01   1.44540632e-01
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   -9.67524579e-02  -9.07320820e-03]
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 [  5.26723133e-02  -2.53516940e-02   8.69069573e-02   8.69635746e-02
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   -3.38697796e-02  -6.67480723e-02]
 [  2.83017866e-03  -1.65338556e-01  -2.93176815e-01  -5.70708977e-02
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 [  5.24939853e-02   2.33876700e-03  -1.16646810e-01   4.49445206e-02
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   -1.77379620e-01  -3.67647028e-01]
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 [  1.27996447e-02  -4.10335560e-01  -4.23431392e-02  -1.06452139e-01
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   -3.61910520e-01  -2.15571784e-01]
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   -8.03187635e-02  -1.24691274e-01]
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   -2.42932195e-01  -1.22052949e-02]
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 [  3.43273762e-01   2.93364602e-01  -8.64129580e-02   3.06929827e-01
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 [  5.09931577e-02   1.52680425e-01   2.54570485e-01   2.56721458e-01
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   -1.35289656e-01  -2.81807703e-01]
 [  2.83795775e-02  -4.26405012e-02  -1.15946752e-01  -4.72212029e-02
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 [  1.97691638e-03  -5.11739322e-02  -6.59284223e-02  -4.85132372e-02
   -2.21412273e-02  -1.76528631e-01   8.55519893e-02   1.02841212e-02
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 [  3.09969582e-02   7.08664691e-02   2.45976893e-01   7.79034358e-02
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   -1.82907824e-01   1.13374178e-01]
 [  6.52485729e-02   1.14744363e-02   1.05024239e-01  -1.00465981e-03
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   -2.37000407e-02  -9.70222119e-02]
 [ -1.77315255e-02   6.88410450e-02   8.16398235e-02  -3.83807807e-02
   -7.25740414e-03   1.84268247e-01   1.19157305e-01   1.18067307e-01
   -2.76072531e-02   1.66003096e-01]
 [  2.10675156e-01   3.78793944e-02   2.40007130e-02   6.72166205e-02
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   -6.52919368e-02  -3.30901647e-02]
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   -4.02552093e-01   8.11175652e-02  -2.08648594e-01   1.62707283e-01
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   -1.60899733e-01  -2.14813555e-01]
 [  1.43821174e-01  -1.71265497e-01  -1.40716723e-01  -6.60919634e-04
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 [ -1.17953500e-01   1.30341250e-01   2.59706084e-01  -1.88087920e-02
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   -1.19093019e-01  -6.07303084e-02]
 [ -3.51801185e-01   7.35161100e-02   1.10824746e-02  -3.25601229e-02
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   -9.39085753e-02   7.42852410e-02]
 [  1.46197514e-01   8.07104313e-02  -2.38270434e-01  -9.33709912e-02
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   -4.89234619e-03  -1.92738432e-01]
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 [ -1.07080756e-01  -4.70795829e-02   1.20096368e-01   1.05580402e-01
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    1.82525085e-01  -7.11724311e-03]
 [  1.28266351e-02  -1.48922139e-01   2.10073421e-01  -2.26275199e-01
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    3.39795537e-02   2.40813486e-01]]
[[ 0.57727326]
 [ 1.45498688]
 [ 0.28308314]
 [ 0.83116668]
 [-2.57078267]
 [-0.26736563]
 [-1.52242332]
 [ 0.04330055]
 [ 0.64748796]
 [ 0.867785  ]]
Progress: 23.4% ... Training loss: 0.297 ... Validation loss: 0.473[[  1.58203899e-01   2.01053373e-01  -1.11258402e-01   1.02040344e-01
   -5.03814343e-01  -6.86019462e-02  -5.32213981e-02   1.23140482e-01
   -7.28396841e-02   1.82936534e-01]
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    1.36774203e-01  -3.24793162e-02]
 [  1.80068612e-01   4.72969781e-01   1.72689396e-02   3.38686243e-02
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 [ -1.70892034e-02  -2.97997862e-01  -2.35249401e-01   4.11086812e-02
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    2.54109597e-02   1.31831249e-01]
 [ -2.95653366e-03   1.60291780e-01  -1.43455350e-01   4.95280737e-02
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   -1.80747566e-01   1.02358104e-02]
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   -4.06975998e-03   2.14324909e-02]
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[[ 0.58604132]
 [ 1.46659798]
 [ 0.28947578]
 [ 0.83957289]
 [-2.56653551]
 [-0.26401599]
 [-1.51963622]
 [ 0.04914332]
 [ 0.65338169]
 [ 0.87864943]]
Progress: 23.4% ... Training loss: 0.300 ... Validation loss: 0.467[[  1.56264048e-01   1.95944393e-01  -1.12155986e-01   9.95000803e-02
   -4.96908012e-01  -6.77355565e-02  -4.81174448e-02   1.22989940e-01
   -7.48986835e-02   1.80363084e-01]
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 [  1.78383674e-01   4.68908001e-01   1.65791520e-02   3.16379291e-02
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    7.11540023e-02   2.94251315e-01]
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   -1.70788877e-01  -2.11103184e-01]
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   -1.77761061e-01  -3.68166902e-01]
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   -2.46972057e-02  -9.83752559e-02]
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 [  1.44232731e-01  -1.69770419e-01  -1.40496142e-01   1.67731224e-04
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 [ -3.53117134e-01   7.02144958e-02   1.04401368e-02  -3.44929581e-02
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 [  1.47834433e-01   8.38759995e-02  -2.37338757e-01  -9.07558545e-02
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   -2.96335869e-03  -1.90158876e-01]
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 [ -1.07423327e-01  -4.82640563e-02   1.19880796e-01   1.04834368e-01
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    1.82060569e-01  -7.69949495e-03]
 [  1.21993911e-02  -1.49639723e-01   2.09772928e-01  -2.27128402e-01
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[[ 0.57587192]
 [ 1.46007959]
 [ 0.27838834]
 [ 0.82939685]
 [-2.57952   ]
 [-0.27357692]
 [-1.5316872 ]
 [ 0.04001354]
 [ 0.64300116]
 [ 0.86687326]]
Progress: 23.4% ... Training loss: 0.297 ... Validation loss: 0.471[[  1.57403001e-01   1.98719806e-01  -1.11632023e-01   1.01084990e-01
   -5.01935843e-01  -6.82523115e-02  -5.05977521e-02   1.23066501e-01
   -7.36068459e-02   1.81973898e-01]
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 [  1.77197615e-01   4.67071975e-01   1.59358610e-02   2.96116632e-02
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    6.96384365e-02   2.92223131e-01]
 [ -1.84644182e-02  -3.02850383e-01  -2.35943639e-01   3.93988813e-02
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 [ -4.26930523e-03   1.58564249e-01  -1.44135978e-01   4.74371482e-02
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   -1.82067892e-01   8.26090934e-03]
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   -3.59775411e-03   2.19826132e-02]
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   -1.71099713e-01  -2.11540629e-01]
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   -1.78103514e-01  -3.68682155e-01]
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 [  1.28137280e-02  -4.10605609e-01  -4.23554759e-02  -1.06427448e-01
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   -3.61938479e-01  -2.15612518e-01]
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 [  5.11181530e-02   1.52989018e-01   2.54637003e-01   2.56856322e-01
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   -2.74467268e-01  -9.29831885e-02]
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   -2.06708759e-01   3.32612728e-02]
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   -1.61273211e-01  -2.15335279e-01]
 [  1.44000345e-01  -1.69876575e-01  -1.40614765e-01  -1.14575624e-04
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 [ -1.19202315e-01   1.27526037e-01   2.59150423e-01  -2.06061681e-02
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   -1.20506328e-01  -6.25858576e-02]
 [ -3.53091915e-01   7.02430218e-02   1.04877115e-02  -3.43473323e-02
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   -9.52970193e-02   7.24707461e-02]
 [  1.47200151e-01   8.22227246e-02  -2.37629681e-01  -9.17024467e-02
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   -3.70226705e-03  -1.91170516e-01]
 [  2.05196309e-01  -1.67245094e-01   5.92322656e-02  -3.34820297e-02
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    1.04508888e-01  -1.89743505e-01]
 [ -1.06752385e-01  -4.70474528e-02   1.20179852e-01   1.05728509e-01
    4.72548372e-02  -1.11091180e-01   2.47351112e-01  -7.75064795e-02
    1.82789786e-01  -6.72193567e-03]
 [  1.24001402e-02  -1.49153730e-01   2.09868215e-01  -2.26838925e-01
    2.41849456e-02   1.09189969e-01   2.74418208e-02  -1.14189248e-01
    3.35289939e-02   2.39840892e-01]]
[[ 0.57366511]
 [ 1.45892861]
 [ 0.27718912]
 [ 0.82786443]
 [-2.58512775]
 [-0.2763963 ]
 [-1.53472853]
 [ 0.03910837]
 [ 0.64260772]
 [ 0.86587635]]
Progress: 23.5% ... Training loss: 0.297 ... Validation loss: 0.471[[  1.58469209e-01   2.01355786e-01  -1.10942810e-01   1.03144184e-01
   -5.08850431e-01  -6.89110402e-02  -5.26962480e-02   1.23156864e-01
   -7.20592109e-02   1.83510782e-01]
 [  1.21838295e-02   1.58807453e-01  -2.09536290e-02   3.84082615e-02
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 [  1.82292779e-01   4.79604006e-01   1.86201536e-02   3.72059072e-02
    2.03633821e-01  -3.96474869e-02  -5.61057132e-01  -3.66504876e-02
    7.58213144e-02   2.99703420e-01]
 [ -1.88198374e-02  -3.04003286e-01  -2.36242551e-01   3.86498453e-02
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 [ -3.80868479e-03   1.60198496e-01  -1.43875756e-01   4.82016067e-02
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   -1.81437969e-01   8.82752135e-03]
 [ -3.58445026e-01  -4.15999105e-01  -2.88725732e-01   1.58373271e-01
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   -5.79053409e-03   1.90679203e-02]
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 [  1.18718379e-01  -2.18612216e-01   3.61954571e-02  -6.08567231e-02
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 [  7.45174356e-02  -2.80594951e-01   9.67317149e-02   5.00901213e-02
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   -2.38853230e-02  -1.33220584e-01]
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   -1.70834341e-01  -2.11163407e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.30194112e-01  -2.04673635e-01   1.15064455e-01   2.62982254e-01
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   -2.19381851e-01  -1.28500737e-02]
 [  1.15456199e-01  -8.46488845e-02  -1.78509351e-02   1.23234393e-01
   -2.02018788e-02  -8.75271638e-02   1.43670991e-01   4.06021356e-03
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 [  3.28466543e-02  -6.39209649e-02  -2.13286936e-01   1.43040959e-01
   -2.74217081e-02   8.85865379e-02  -6.50545765e-02  -2.02385976e-02
   -9.79690452e-02  -1.05606725e-02]
 [ -1.20785121e-01  -5.82456329e-02  -2.03043933e-01   1.56212079e-01
   -1.54300020e-02   1.34064067e-01   4.77079892e-03  -2.50161397e-01
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 [ -7.26001679e-02  -4.11478734e-02   2.74834210e-01   9.40769450e-02
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 [  5.11189021e-02  -2.86980226e-02   8.61558089e-02   8.45750917e-02
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   -3.56452642e-02  -6.91471041e-02]
 [  4.22373989e-03  -1.62266701e-01  -2.92395254e-01  -5.47932567e-02
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 [  5.33057410e-02   3.52653325e-03  -1.16200878e-01   4.62182343e-02
   -9.61984348e-02   3.22314691e-01   2.49736452e-01   2.05456550e-01
   -1.60454464e-01  -5.69843805e-02]
 [  4.26971155e-03  -1.68129095e-02   1.22301351e-01   1.06141167e-01
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 [ -2.66828902e-02  -6.04571402e-02  -7.32158999e-02  -1.23304667e-01
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   -1.78474807e-01  -3.69191076e-01]
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 [  1.30618931e-02  -4.10209364e-01  -4.22324522e-02  -1.06066562e-01
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   -3.61653089e-01  -2.15232959e-01]
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   -5.72344455e-02   9.41166517e-02]
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   -8.07166858e-02  -1.25245303e-01]
 [ -1.88804957e-01  -2.45802892e-01   2.56860597e-01  -2.26312431e-01
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   -2.43180443e-01  -1.24973348e-02]
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 [  1.23328062e-01   2.63992266e-01   1.69650431e-01  -7.38824029e-02
   -1.30093324e-01   4.43424038e-02  -1.73931396e-01   2.84494131e-01
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 [  3.40929387e-01   2.88320081e-01  -8.75280797e-02   3.03721068e-01
   -8.68792709e-01  -2.83689084e-01  -4.48102970e-01   1.77143855e-01
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 [  5.12914715e-02   1.53454853e-01   2.54723700e-01   2.57112171e-01
   -7.67393249e-02  -1.97563107e-01  -1.90134715e-01  -1.32519587e-01
   -1.34941751e-01  -2.81330922e-01]
 [  2.80655805e-02  -4.34766591e-02  -1.16131259e-01  -4.77195459e-02
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 [  8.10766708e-04  -5.42720730e-02  -6.65220016e-02  -5.03015213e-02
   -1.69454955e-02  -1.76027240e-01   8.87221540e-02   1.01850125e-02
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 [  3.07758720e-02   7.05086190e-02   2.45841921e-01   7.74530306e-02
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   -1.83275053e-01   1.12874766e-01]
 [  6.47940995e-02   1.02742518e-02   1.04812990e-01  -1.66106966e-03
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   -2.42027765e-02  -9.77374261e-02]
 [ -1.75942480e-02   6.94195336e-02   8.17334724e-02  -3.80569411e-02
   -8.39096585e-03   1.84167826e-01   1.18583864e-01   1.18088025e-01
   -2.73790166e-02   1.66067559e-01]
 [  2.11037572e-01   3.92464989e-02   2.42168033e-02   6.78474452e-02
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   -6.48919531e-02  -3.25141791e-02]
 [  3.68381211e-02  -3.24380664e-02   1.46669632e-02   3.36505447e-02
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 [  2.79965986e-02   5.08129681e-01   1.13815256e-01   3.89929206e-01
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 [  2.59844259e-01   3.00771181e-01   2.46787548e-01   1.46160187e-01
   -4.07993658e-01   8.05716210e-02  -2.11455684e-01   1.62805078e-01
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 [ -7.55698071e-02   2.10890728e-01   2.40749741e-01   1.29291430e-02
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   -3.58987716e-02   4.76614884e-02]
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   -2.74084302e-01  -9.24964916e-02]
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   -2.06636900e-01   3.33627348e-02]
 [  1.41871256e-02  -3.63177028e-01  -1.25518442e-01  -1.56972983e-01
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   -1.61450874e-01  -2.15574699e-01]
 [  1.43204920e-01  -1.71572115e-01  -1.40995994e-01  -1.04908128e-03
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 [ -1.19000593e-01   1.27690928e-01   2.59297555e-01  -2.02884594e-02
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   -1.20191623e-01  -6.23329114e-02]
 [ -3.52750499e-01   7.07195140e-02   1.06576083e-02  -3.38145959e-02
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   -9.49443134e-02   7.28278947e-02]
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   -3.65765752e-03  -1.91077865e-01]
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 [ -1.06156528e-01  -4.56292753e-02   1.20483310e-01   1.06627802e-01
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    1.83440298e-01  -5.89038373e-03]
 [  1.17638440e-02  -1.50510697e-01   2.09610416e-01  -2.27685382e-01
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    3.29014549e-02   2.38953675e-01]]
[[ 0.58128965]
 [ 1.46788296]
 [ 0.2819193 ]
 [ 0.8306883 ]
 [-2.57975346]
 [-0.27329798]
 [-1.53488864]
 [ 0.04374975]
 [ 0.64692894]
 [ 0.87229764]]
Progress: 23.6% ... Training loss: 0.297 ... Validation loss: 0.464[[  1.59307788e-01   2.02905393e-01  -1.10517474e-01   1.04252907e-01
   -5.11075329e-01  -6.92638570e-02  -5.43532174e-02   1.23229013e-01
   -7.11032681e-02   1.84839430e-01]
 [  1.15594246e-02   1.57237350e-01  -2.12296183e-02   3.75633807e-02
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    1.36253394e-01  -3.32429796e-02]
 [  1.82307141e-01   4.79877605e-01   1.85020117e-02   3.63978402e-02
    2.06043664e-01  -3.94760388e-02  -5.61911403e-01  -3.66787073e-02
    7.55120555e-02   2.99379622e-01]
 [ -1.80648781e-02  -3.01875911e-01  -2.35912401e-01   3.98837464e-02
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    2.45239879e-02   1.30864813e-01]
 [ -5.22380382e-04   1.66786502e-01  -1.42425303e-01   5.28095510e-02
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   -1.77704501e-01   1.34678529e-02]
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   -6.28765500e-03   1.84377104e-02]
 [ -1.64782962e-03  -1.75505733e-01   1.06711183e-02   9.41675603e-02
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    8.14401317e-02  -1.70601363e-02]
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 [  9.97302403e-03  -1.54568137e-01   2.08754361e-01  -2.30276643e-01
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[[ 0.57907836]
 [ 1.46702171]
 [ 0.27802247]
 [ 0.83021145]
 [-2.58696432]
 [-0.27768071]
 [-1.54006618]
 [ 0.04082644]
 [ 0.64462059]
 [ 0.870264  ]]
Progress: 23.6% ... Training loss: 0.297 ... Validation loss: 0.466[[  1.62352993e-01   2.09913492e-01  -1.08908149e-01   1.08863611e-01
   -5.25062114e-01  -7.07442116e-02  -6.12323999e-02   1.23459638e-01
   -6.75017241e-02   1.89487802e-01]
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 [  1.83615722e-01   4.86049747e-01   1.92652914e-02   3.84788666e-02
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 [ -3.83146508e-03   1.58418467e-01  -1.43956182e-01   4.81168684e-02
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   -1.71728354e-01  -2.12373445e-01]
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 [  1.42837065e-01  -1.72545263e-01  -1.41054066e-01  -1.20154370e-03
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    1.86431631e-01  -1.74477316e-03]
 [  9.69150272e-03  -1.55502351e-01   2.08661635e-01  -2.30614195e-01
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[[ 0.59327857]
 [ 1.48018962]
 [ 0.29010018]
 [ 0.84247149]
 [-2.57617214]
 [-0.26759712]
 [-1.5303833 ]
 [ 0.05499585]
 [ 0.65860577]
 [ 0.8824067 ]]
Progress: 23.6% ... Training loss: 0.304 ... Validation loss: 0.460[[  1.59393833e-01   2.03186490e-01  -1.10526571e-01   1.04283904e-01
   -5.10507314e-01  -6.93931296e-02  -5.45779858e-02   1.23163395e-01
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 [  1.73758444e-01   4.64987037e-01   1.41254160e-02   2.28202548e-02
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   -1.71916430e-01  -2.12635596e-01]
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   -1.78221748e-01  -3.68937547e-01]
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 [  5.14174190e-02   1.53300616e-01   2.54815190e-01   2.57236192e-01
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   -6.45635490e-02  -3.20276582e-02]
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   -3.48017708e-02   4.90981294e-02]
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   -2.06507771e-01   3.35333457e-02]
 [  1.39886055e-02  -3.63662715e-01  -1.25613335e-01  -1.57231866e-01
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 [  1.42542616e-01  -1.74034474e-01  -1.41346644e-01  -1.93355369e-03
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 [ -1.19883589e-01   1.24687311e-01   2.59021339e-01  -2.11814243e-02
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 [ -3.53117403e-01   6.95038161e-02   1.05281041e-02  -3.42282636e-02
    1.60787701e-01  -1.69356008e-01  -1.99169004e-02   2.34499046e-01
   -9.52969022e-02   7.21380372e-02]
 [  1.46842376e-01   8.07795311e-02  -2.37834267e-01  -9.21342800e-02
    1.23464764e-01  -2.92854395e-01   2.81521717e-02  -1.68132261e-01
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 [  2.08206097e-01  -1.61683549e-01   6.07794087e-02  -2.89912617e-02
    9.23855583e-02  -3.08240187e-02   1.10806166e-02  -1.37257126e-01
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 [ -1.04748987e-01  -4.26920840e-02   1.21094189e-01   1.08465933e-01
    3.98292266e-02  -1.12092429e-01   2.42319539e-01  -7.73916621e-02
    1.84836076e-01  -3.71605056e-03]
 [  8.27119198e-03  -1.59051424e-01   2.07957750e-01  -2.32732538e-01
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[[ 0.57084912]
 [ 1.45577949]
 [ 0.2675618 ]
 [ 0.82450174]
 [-2.5939115 ]
 [-0.27841335]
 [-1.53720494]
 [ 0.03916388]
 [ 0.64109565]
 [ 0.85884588]]
Progress: 23.7% ... Training loss: 0.300 ... Validation loss: 0.477[[ 0.16443155  0.21401529 -0.10814047  0.11165076 -0.53116577 -0.07170408
  -0.06645551  0.12351609 -0.0652246   0.19216615]
 [ 0.01102393  0.15578348 -0.02148087  0.03681484  0.11020054 -0.00408433
   0.31140355  0.04101124  0.13567735 -0.03400524]
 [ 0.17441001  0.46749137  0.01454584  0.02381682  0.24180143 -0.0355576
  -0.54694569 -0.03752348  0.06642262  0.2872908 ]
 [-0.01483399 -0.29694247 -0.23431787  0.04483138 -0.00891982  0.16033298
   0.13090007  0.05652459  0.02800095  0.13566796]
 [-0.00611624  0.1533749  -0.14478884  0.04523468  0.06361165 -0.18055556
   0.03913947 -0.11943046 -0.18356888  0.00465665]
 [-0.35632045 -0.41471248 -0.28769967  0.16207292  0.13193158  0.04210655
   0.10549963 -0.03552541 -0.00316246  0.0224884 ]
 [-0.00219008 -0.17833111  0.010405    0.0935237  -0.02164184 -0.07147996
   0.17100257 -0.18991933  0.18993116  0.03307735]
 [ 0.11852261 -0.21881761  0.03607277 -0.0611822   0.09527601 -0.04855291
   0.05284085  0.12172103  0.08140741 -0.01728258]
 [-0.1721878  -0.09515354 -0.30542877 -0.02361278  0.0010561   0.07026935
  -0.19441884 -0.02842815  0.25782897 -0.1289771 ]
 [ 0.07506929 -0.28236693  0.09711945  0.05125705  0.06147263 -0.11901847
   0.06972289 -0.09959617  0.02974387  0.14009247]
 [-0.0810524   0.04500413 -0.00114053 -0.15479926  0.03940418  0.02266938
   0.11409546 -0.10259966 -0.02028507 -0.1284756 ]
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 [ 0.11553841 -0.08591948 -0.0178083   0.12371553 -0.02118778 -0.08773791
   0.14490638  0.00407746  0.03390801  0.02080864]
 [ 0.03480225 -0.06082619 -0.21239888  0.14579666 -0.03520122  0.08759177
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   0.00679576 -0.25019527  0.06853441 -0.20056733]
 [-0.0732277  -0.04297216  0.274511    0.09305937  0.13825776 -0.05941291
  -0.11829499  0.12043809  0.06738841  0.02678421]
 [ 0.05067149 -0.03100352  0.08590207  0.08363579  0.08795673 -0.01591474
   0.25086215  0.12037842 -0.03622255 -0.06989367]
 [ 0.00433936 -0.16123565 -0.29235447 -0.05470517  0.21921589 -0.08954926
   0.17873054  0.16384712  0.10366266 -0.03515047]
 [ 0.05362247  0.00427662 -0.11602335  0.04680017 -0.09789228  0.32206342
   0.24887174  0.20545063 -0.15995942 -0.05650034]
 [ 0.00459043 -0.01575412  0.12250362  0.10673747 -0.01119774  0.10551533
  -0.14766954 -0.04118298  0.21162859  0.07876497]
 [ 0.10696754  0.07284343 -0.04842698 -0.10444742 -0.09156489 -0.32889106
   0.11361443  0.00853829  0.13933834  0.08649711]
 [-0.09959743  0.00663354 -0.01586602  0.02120199  0.01398646 -0.20282284
  -0.08870362 -0.01989011  0.01373694  0.12713916]
 [-0.13818646 -0.05283549 -0.19434954  0.00504903 -0.28458139 -0.00740854
  -0.02593599 -0.0230171   0.01002395  0.07173351]
 [-0.02687641 -0.06129914 -0.0732882  -0.12354726  0.52002866  0.27499943
   0.53350339  0.11340853 -0.17867039 -0.36954036]
 [-0.01418237 -0.35261973 -0.02889401 -0.07142883  0.65539479  0.1006182
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 [ 0.01302574 -0.41121755 -0.04225974 -0.10612137  0.67429956  0.0234563
   0.46481112  0.04891949 -0.36172486 -0.21539931]
 [-0.15839511 -0.544615   -0.00455996 -0.18972634  0.72622701 -0.09449871
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 [-0.28129394 -0.35312109  0.05944515 -0.03741978  0.89336949  0.13933738
   0.3756835   0.04845089 -0.08124148 -0.12590682]
 [-0.18911171 -0.24730215  0.25674812 -0.22661935  0.61284191 -0.04933812
   0.63327061  0.01436817 -0.24342504 -0.01284621]
 [-0.11705686 -0.18363148 -0.17521589 -0.08587256  0.44210936 -0.23472828
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 [ 0.12160117  0.25992216  0.16886101 -0.07625895 -0.12258387  0.04513734
  -0.16947995  0.28436446  0.08605302  0.18834251]
 [ 0.34437545  0.29582865 -0.0860643   0.30829797 -0.87921232 -0.28525787
  -0.45694445  0.17738328  0.37481469 -0.04568445]
 [ 0.05171289  0.15399493  0.25494964  0.25767256 -0.07860377 -0.19775706
  -0.19123442 -0.13249193 -0.13448515 -0.28071875]
 [ 0.02772831 -0.04445334 -0.11632671 -0.04829348  0.23156739  0.03960836
  -0.0177161  -0.18399415  0.03891352  0.21459286]
 [ 0.00154811 -0.05255664 -0.06617543 -0.04918088 -0.02033704 -0.17640411
   0.08679839  0.01023603  0.03877544  0.00886772]
 [ 0.03124849  0.07210877  0.24605695  0.07821478 -0.23800618 -0.13537689
   0.10964638  0.03999497 -0.18272096  0.11341551]
 [ 0.06378699  0.00798033  0.10433518 -0.00315352 -0.20471449  0.07289462
   0.08945378 -0.27125122 -0.02536686 -0.09928541]
 [-0.01669175  0.07172711  0.08217189 -0.03673035 -0.01242737  0.18375331
   0.11609387  0.11816038 -0.02636378  0.16742147]
 [ 0.21198442  0.0419144   0.02475359  0.06936938  0.08836182 -0.01846951
  -0.13515883  0.14774721 -0.06370791 -0.03092759]
 [ 0.03632871 -0.03367898  0.01435173  0.03270762 -0.38057425 -0.12022318
  -0.18857198  0.04081376  0.1140819   0.18761207]
 [ 0.03092853  0.51296546  0.1152422   0.39408966 -1.03389763 -0.30070899
  -0.60788972 -0.07380488  0.2721148   0.31724782]
 [ 0.17622154  0.51191576  0.06232621  0.41385028 -0.83418674 -0.0824379
  -0.44880436  0.15057599  0.20031367  0.48446161]
 [ 0.25895769  0.29853621  0.24635177  0.14487593 -0.4041516   0.08099736
  -0.20911385  0.16272536  0.23801379  0.07732593]
 [-0.0741114   0.21449876  0.24150192  0.01522278 -0.03220887  0.13130822
  -0.09440462 -0.01508556 -0.03413596  0.05000583]
 [-0.09751407 -0.00756521  0.02516623  0.09342576 -0.05068916  0.11614914
   0.25763813  0.02033146 -0.27470062 -0.09335434]
 [-0.21845366 -0.017696   -0.09242444 -0.34242464  0.1757278   0.11935471
   0.0985712   0.1036729  -0.20622966  0.03390083]
 [ 0.01379217 -0.36421969 -0.12570626 -0.15753127  0.35942925  0.02492203
   0.1643021   0.15286622 -0.16187473 -0.21614239]
 [ 0.14254397 -0.17354693 -0.14131238 -0.00192922  0.11378871 -0.05918116
   0.00680739 -0.14916154  0.13237206 -0.11370535]
 [-0.12048581  0.12318303  0.2587315  -0.02205326  0.17820936  0.08725083
   0.00534982 -0.29852802 -0.12170788 -0.06426428]
 [-0.35157464  0.07253684  0.01122908 -0.0320337   0.15431337 -0.1700274
  -0.02349219  0.23460062 -0.09354887  0.0742387 ]
 [ 0.14815169  0.08334921 -0.2372834  -0.09022289  0.11767313 -0.29350113
   0.02508591 -0.16804121 -0.00269082 -0.18982071]
 [ 0.20907661 -0.15988347  0.06123233 -0.02764024  0.08877498 -0.0312676
   0.00928519 -0.13718727  0.1092624  -0.18384076]
 [-0.10317148 -0.03991312  0.1217941   0.11064357  0.03446348 -0.11280168
   0.23875351 -0.07728208  0.18655233 -0.0013864 ]
 [ 0.00986854 -0.1552917   0.20875937 -0.23013456  0.03193347  0.11026397
   0.03396798 -0.11440418  0.03098115  0.23644824]]
[[ 0.59629797]
 [ 1.48042249]
 [ 0.29182128]
 [ 0.85243574]
 [-2.57944703]
 [-0.25937799]
 [-1.51560415]
 [ 0.06277177]
 [ 0.66730295]
 [ 0.88621771]]
Progress: 23.8% ... Training loss: 0.304 ... Validation loss: 0.481[[ 0.16399817  0.2123289  -0.10820901  0.1111799  -0.52899119 -0.07141527
  -0.06500334  0.12348834 -0.0656079   0.19140996]
 [ 0.01164837  0.15719077 -0.0211527   0.03780822  0.10726209 -0.00436665
   0.30985572  0.04108114  0.1363996  -0.03304001]
 [ 0.17662739  0.47122843  0.01571106  0.02678244  0.23263698 -0.03644206
  -0.55298556 -0.03727683  0.06927018  0.29060901]
 [-0.01859078 -0.30396306 -0.236172    0.03945595  0.00721508  0.16188398
   0.13997159  0.05610187  0.02358592  0.13048455]
 [-0.0036412   0.15728148 -0.14372775  0.04856871  0.05309828 -0.18153255
   0.03423063 -0.1191911  -0.18090652  0.00741682]
 [-0.35775912 -0.41820355 -0.28840853  0.16016611  0.1373955   0.04272437
   0.10936578 -0.03567924 -0.00487732  0.02023943]
 [-0.00271734 -0.18020505  0.01013482  0.09270604 -0.01900376 -0.07122948
   0.17241854 -0.18997414  0.18934759  0.03219967]
 [ 0.11842941 -0.21973424  0.03611252 -0.06125975  0.09596677 -0.0484757
   0.0531326   0.12172522  0.08146357 -0.01734673]
 [-0.17138294 -0.09306277 -0.30502681 -0.02248073 -0.00251637  0.06992743
  -0.19628475 -0.02834658  0.25867097 -0.12786637]
 [ 0.07488223 -0.28384993  0.09709996  0.05102811  0.06244528 -0.11890768
   0.07065688 -0.09960218  0.02962218  0.13968386]
 [-0.08169083  0.04336346 -0.00147715 -0.15574091  0.04205393  0.02296438
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 [-0.11332804 -0.07533102 -0.07036052 -0.00984272  0.37507605  0.10197919
   0.0403811  -0.01609085 -0.17116203 -0.21170519]
 [-0.15645002  0.0052273   0.06217361  0.02245361 -0.17396174 -0.21998227
  -0.17922568 -0.19696331  0.08763526  0.17490729]
 [-0.2311955  -0.20822295  0.11463093  0.26197595 -0.09932786 -0.07987341
  -0.06105055 -0.25585649 -0.2204688  -0.01430247]
 [ 0.1153014  -0.0866371  -0.01792026  0.12338356 -0.0201551  -0.08763244
   0.14560497  0.00405227  0.03363464  0.02045922]
 [ 0.03444362 -0.06164358 -0.21257537  0.14535199 -0.03405827  0.08775479
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 [-0.07308352 -0.04269545  0.27458188  0.09324244  0.13768783 -0.05947247
  -0.11857782  0.12045197  0.06754329  0.02699272]
 [ 0.05069728 -0.03147767  0.08589377  0.0836747   0.08763272 -0.01588316
   0.25077284  0.12038475 -0.03614553 -0.06993442]
 [ 0.00400632 -0.16222243 -0.292434   -0.0550303   0.21963283 -0.08943374
   0.17930501  0.1638237   0.10345159 -0.03546297]
 [ 0.0543838   0.00568701 -0.11565481  0.04783935 -0.10036804  0.32176052
   0.24726094  0.20553175 -0.15909966 -0.05553431]
 [ 0.0037956  -0.01714212  0.12212911  0.10557289 -0.00733091  0.10585757
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 [ 0.10785819  0.07503174 -0.04799482 -0.10318818 -0.09538205 -0.32927723
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 [ 0.05163337  0.15379727  0.25491004  0.25756227 -0.07825879 -0.19772209
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 [ 0.02771352 -0.04445651 -0.11633673 -0.04833199  0.23170499  0.03961666
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 [-0.01654405  0.07195078  0.08227339 -0.03644655 -0.01317001  0.18368498
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  -0.1359942   0.14777419 -0.06342973 -0.03056309]
 [ 0.03600427 -0.03438793  0.01418288  0.03221874 -0.37907316 -0.12008737
  -0.18775578  0.04078097  0.11369112  0.18710854]
 [ 0.03070655  0.51213185  0.11515138  0.39379563 -1.03285999 -0.30059438
  -0.6072521  -0.07383333  0.27186521  0.31678701]
 [ 0.17760785  0.51416008  0.0630601   0.41594602 -0.84042401 -0.08297391
  -0.45166501  0.15073876  0.20201606  0.48641991]
 [ 0.25864508  0.29767718  0.24618087  0.14443296 -0.40283557  0.08113265
  -0.20836026  0.16269214  0.2376607   0.07683774]
 [-0.07424786  0.21421705  0.24143016  0.01500737 -0.03155358  0.13137032
  -0.09403965 -0.01510129 -0.03430695  0.04978171]
 [-0.09763212 -0.00791739  0.02511938  0.09325271 -0.05018424  0.11620151
   0.25793377  0.02031927 -0.27483572 -0.09351354]
 [-0.21867007 -0.01814206 -0.0925373  -0.34275887  0.17670439  0.11945526
   0.09909642  0.10364856 -0.20648371  0.03356312]
 [ 0.01343646 -0.36505178 -0.12587937 -0.15803441  0.36097376  0.02506668
   0.16513071  0.15283129 -0.16225943 -0.21665544]
 [ 0.14283418 -0.1728353  -0.14121758 -0.00154831  0.1128985  -0.0592884
   0.00621827 -0.14913873  0.13262901 -0.11335871]
 [-0.12055603  0.1228114   0.25869229 -0.02216877  0.17869348  0.0872872
   0.00567932 -0.2985308  -0.12181436 -0.06439617]
 [-0.35140968  0.07173544  0.01131284 -0.03197642  0.15439576 -0.17000612
  -0.02323609  0.23461825 -0.09334236  0.07412829]
 [ 0.14759449  0.08168293 -0.23744478 -0.09076819  0.11933132 -0.29327993
   0.02657572 -0.16808026 -0.00315723 -0.19055521]
 [ 0.20898409 -0.15977839  0.06121632 -0.02771793  0.08932328 -0.0312656
   0.00935159 -0.13719263  0.10909535 -0.18390019]
 [-0.10471003 -0.04350286  0.12104605  0.10858417  0.04000216 -0.1121523
   0.24250094 -0.0774448   0.18482921 -0.00364347]
 [ 0.01041761 -0.15387024  0.20900813 -0.22944483  0.0297323   0.11004458
   0.03237584 -0.1143576   0.03158049  0.23731483]]
[[ 0.59604393]
 [ 1.48497356]
 [ 0.2893572 ]
 [ 0.84874612]
 [-2.58804032]
 [-0.26506116]
 [-1.52589057]
 [ 0.05922588]
 [ 0.66386136]
 [ 0.88470424]]
Progress: 23.8% ... Training loss: 0.300 ... Validation loss: 0.470[[ 0.16238159  0.20773278 -0.10904734  0.10857555 -0.52127877 -0.07059391
  -0.06045166  0.12332571 -0.06745042  0.18891947]
 [ 0.01150181  0.15710698 -0.0211744   0.03765124  0.1081251  -0.0043001
   0.31002906  0.04106311  0.13624537 -0.0331739 ]
 [ 0.17750195  0.4722833   0.01616165  0.02765607  0.23141294 -0.03675812
  -0.55484646 -0.03719553  0.07032233  0.29181776]
 [-0.01839414 -0.30393407 -0.23608174  0.03992154  0.00440539  0.1616985
   0.13937348  0.05611341  0.02391506  0.13110255]
 [-0.00312903  0.15803842 -0.14356108  0.04930879  0.05180198 -0.18172284
   0.03327268 -0.11912136 -0.1802645   0.00800931]
 [-0.35831284 -0.41920333 -0.28868374  0.1594353   0.1395835   0.04293632
   0.11118108 -0.03572542 -0.00549725  0.01942925]
 [-0.00434389 -0.18384306  0.00941334  0.09046408 -0.01213559 -0.0705472
   0.17629752 -0.19012745  0.18758451  0.02983165]
 [ 0.1176639  -0.22211114  0.03574128 -0.06251695  0.0999094  -0.04805796
   0.05545577  0.12164855  0.08055513 -0.01848655]
 [-0.17211391 -0.09494099 -0.30539239 -0.02352739  0.00108086  0.07025025
  -0.19438033 -0.02842146  0.25787987 -0.1289933 ]
 [ 0.07236919 -0.29014053  0.09585862  0.04722481  0.07479493 -0.11772323
   0.07741423 -0.0998472   0.02675063  0.13588932]
 [-0.08185978  0.04311739 -0.00150058 -0.15580478  0.04200356  0.02298024
   0.11633115 -0.10267866 -0.02118183 -0.12968694]
 [-0.1143228  -0.07768727 -0.07082926 -0.01125219  0.3793728   0.10241366
   0.04295562 -0.01618869 -0.17226118 -0.21319228]
 [-0.15645002  0.0052273   0.06217361  0.02245361 -0.17396174 -0.21998227
  -0.17922568 -0.19696331  0.08763526  0.17490729]
 [-0.23227287 -0.21024351  0.11417679  0.26065377 -0.09614653 -0.07942635
  -0.05835104 -0.25595638 -0.22164052 -0.01577154]
 [ 0.11491432 -0.08769173 -0.01810793  0.12288608 -0.01832942 -0.08750872
   0.14682785  0.00401788  0.03320266  0.0198805 ]
 [ 0.03500011 -0.06055494 -0.21238025  0.14594756 -0.03537525  0.08752012
  -0.06912919 -0.02007269 -0.09554607 -0.00764419]
 [-0.12221864 -0.06243256 -0.2036605   0.15421881 -0.00735541  0.13472057
   0.00890088 -0.25026896  0.06767284 -0.20181061]
 [-0.07342975 -0.04332265  0.27446209  0.09278057  0.13935321 -0.05931972
  -0.11780519  0.12041624  0.06718399  0.02655844]
 [ 0.05106084 -0.0313022   0.08607694  0.0841812   0.0860841  -0.01595297
   0.25022937  0.12042644 -0.03568493 -0.06949203]
 [ 0.00400414 -0.16187845 -0.2924535  -0.05511626  0.21994446 -0.08943721
   0.1791091   0.16381826  0.10335886 -0.03542873]
 [ 0.05377351  0.0040342  -0.11593114  0.04699011 -0.09767421  0.32201201
   0.24891352  0.20547593 -0.1597226  -0.05644753]
 [ 0.00250397 -0.02028899  0.12150893  0.10368888 -0.00177119  0.10643136
  -0.14238733 -0.04139769  0.20923595  0.07581881]
 [ 0.10748781  0.0740471  -0.04817918 -0.10372599 -0.09374976 -0.32911327
   0.11239048  0.00859072  0.13990427  0.08724718]
 [-0.09966744  0.00634346 -0.01591001  0.02110149  0.01428663 -0.20279317
  -0.08844207 -0.01989692  0.01365847  0.12703244]
 [-0.13831605 -0.05299782 -0.19441816  0.00482412 -0.28364873 -0.00733939
  -0.02561552 -0.02303316  0.00982291  0.0714674 ]
 [-0.02748266 -0.06281111 -0.07354519 -0.12432032  0.52253629  0.27523623
   0.53526848  0.11335283 -0.17931049 -0.37050719]
 [-0.01484427 -0.35448991 -0.02921472 -0.07237059  0.65797987  0.10090829
   0.49556807  0.09157134  0.02938904 -0.3792279 ]
 [ 0.01281613 -0.41173063 -0.04236108 -0.10639768  0.675234    0.02354527
   0.46548878  0.04889815 -0.36196488 -0.21571591]
 [-0.15909054 -0.54639573 -0.00491958 -0.19074131  0.72939273 -0.09421512
   0.57619539 -0.08169554 -0.05810494  0.0930285 ]
 [-0.28173332 -0.35424906  0.05926567 -0.03795098  0.89464274  0.13949939
   0.37687811  0.04841039 -0.08165668 -0.12646115]
 [-0.19006843 -0.24965935  0.25628424 -0.22798993  0.61665131 -0.04891437
   0.63560263  0.01427039 -0.24448966 -0.01419235]
 [-0.11763363 -0.18497521 -0.1754977  -0.08670779  0.44464038 -0.23447769
   0.14069432  0.17019549  0.0016109  -0.10433279]
 [ 0.12146748  0.25945365  0.16879789 -0.07650553 -0.12181233  0.04521074
  -0.16906809  0.2843465   0.08583967  0.1882013 ]
 [ 0.34431178  0.29657695 -0.08606276  0.30834212 -0.8788279  -0.28522951
  -0.45718645  0.17738649  0.37463922 -0.04554832]
 [ 0.05143536  0.15326015  0.25482815  0.25728441 -0.07747618 -0.19763473
  -0.1905559  -0.13251867 -0.1347982  -0.28111134]
 [ 0.02702326 -0.04582182 -0.11666042 -0.04932651  0.23444653  0.03991664
  -0.01609437 -0.18406455  0.03811155  0.21356034]
 [ 0.00175093 -0.05207973 -0.06609767 -0.04896056 -0.02108998 -0.17650267
   0.08630793  0.0102569   0.03893582  0.00907954]
 [ 0.03083169  0.07113842  0.24583294  0.07758776 -0.23607616 -0.13517734
   0.11076206  0.03995145 -0.18319642  0.11272337]
 [ 0.06450262  0.00954257  0.10464821 -0.00222909 -0.20763419  0.07259791
   0.08779984 -0.27118605 -0.02463443 -0.09833272]
 [-0.0165868   0.07203502  0.08222377 -0.03660211 -0.01280008  0.18369932
   0.11570705  0.11816846 -0.02628937  0.16753449]
 [ 0.21288685  0.04419045  0.02518899  0.07069794  0.08426173 -0.01887822
  -0.13761923  0.14784072 -0.06269493 -0.02962777]
 [ 0.03612439 -0.0341578   0.0142053   0.03232318 -0.37935516 -0.12014219
  -0.18805513  0.04079211  0.11378921  0.18721696]
 [ 0.03200478  0.51449325  0.11578687  0.39554046 -1.0377084  -0.3010576
  -0.60969177 -0.0736992   0.27332837  0.31856601]
 [ 0.17751288  0.5142372   0.06310693  0.41596373 -0.84000999 -0.08296784
  -0.45172701  0.1507385   0.20205261  0.48644627]
 [ 0.25804     0.29624652  0.2458829   0.14359937 -0.40016047  0.08137418
  -0.20679982  0.16263272  0.23702253  0.07592325]
 [-0.0748252   0.21287084  0.24113835  0.01411791 -0.02888011  0.13164194
  -0.09249857 -0.01516261 -0.03499893  0.04888954]
 [-0.09766648 -0.00793907  0.02510318  0.09320966 -0.04999962  0.116215
   0.257972    0.02031625 -0.27486923 -0.09355491]
 [-0.21898581 -0.01888304 -0.09269206 -0.34320888  0.17809389  0.11959326
   0.0998494   0.10361645 -0.20683601  0.03308707]
 [ 0.01283089 -0.36651981 -0.1261664  -0.15888371  0.36353119  0.02533324
   0.1667297   0.15277133 -0.16291081 -0.21755223]
 [ 0.14209487 -0.17410188 -0.1415831  -0.00254498  0.11514882 -0.0589631
   0.00805554 -0.14921422  0.13178896 -0.11441304]
 [-0.12182813  0.11997878  0.2581309  -0.02393404  0.18423132  0.08784247
   0.00855495 -0.29865543 -0.12322709 -0.06616192]
 [-0.35159237  0.07079999  0.01120877 -0.03233276  0.15529616 -0.16984947
  -0.02255026  0.23460132 -0.09354737  0.073797  ]
 [ 0.14777964  0.08215189 -0.2373741  -0.09059685  0.11949022 -0.29336635
   0.02617629 -0.16805969 -0.00295522 -0.19028994]
 [ 0.20856365 -0.16105431  0.0609816  -0.02847486  0.09210127 -0.03106329
   0.01095333 -0.1372353   0.10855554 -0.18470004]
 [-0.10520463 -0.04483356  0.12084848  0.10805916  0.04189215 -0.11201197
   0.24388462 -0.07748457  0.18436086 -0.00429164]
 [ 0.00966484 -0.15559083  0.20866721 -0.2304926   0.03281288  0.11038593
   0.03431298 -0.11442974  0.03076189  0.23620399]]
[[ 0.58439043]
 [ 1.47697281]
 [ 0.27571204]
 [ 0.83641259]
 [-2.60248071]
 [-0.27782579]
 [-1.54201631]
 [ 0.04831094]
 [ 0.65139274]
 [ 0.87271556]]
Progress: 23.9% ... Training loss: 0.295 ... Validation loss: 0.462[[  1.60742920e-01   2.04094042e-01  -1.09834033e-01   1.06272186e-01
   -5.14387636e-01  -6.98374562e-02  -5.62619117e-02   1.23186680e-01
   -6.94019668e-02   1.86136250e-01]
 [  1.17564605e-02   1.57663275e-01  -2.10570010e-02   3.80288513e-02
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    1.36524964e-01  -3.27890209e-02]
 [  1.77530322e-01   4.73781866e-01   1.58687829e-02   2.68093432e-02
    2.33434398e-01  -3.65262627e-02  -5.56204974e-01  -3.72304037e-02
    6.98026561e-02   2.91362867e-01]
 [ -1.85298287e-02  -3.04499543e-01  -2.36019933e-01   3.94790615e-02
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    2.37411476e-02   1.30770431e-01]
 [ -9.16408893e-03   1.44223799e-01  -1.46386740e-01   4.07775161e-02
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 [ -3.58747426e-01  -4.21393214e-01  -2.88823535e-01   1.59222094e-01
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   -5.85055348e-03   1.87643855e-02]
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 [  7.06164933e-02  -2.94840620e-01   9.50526257e-02   4.48810049e-02
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   -1.72731842e-01  -2.13835414e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
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 [ -2.32674384e-01  -2.11710636e-01   1.14009749e-01   2.60334319e-01
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   -2.45840319e-02  -9.81790122e-02]
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 [  9.36481157e-03  -1.56428513e-01   2.08504127e-01  -2.30822293e-01
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[[ 0.5758789 ]
 [ 1.46926062]
 [ 0.27294293]
 [ 0.82726078]
 [-2.60736429]
 [-0.28239904]
 [-1.54839786]
 [ 0.04255035]
 [ 0.644596  ]
 [ 0.86542162]]
Progress: 23.9% ... Training loss: 0.299 ... Validation loss: 0.467[[  1.63674576e-01   2.11730915e-01  -1.08367081e-01   1.10610907e-01
   -5.26319603e-01  -7.13687433e-02  -6.44782981e-02   1.23419200e-01
   -6.59269747e-02   1.90688909e-01]
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 [  1.78746925e-01   4.78736237e-01   1.65177657e-02   2.86668801e-02
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 [ -1.13594805e-02   1.38837603e-01  -1.47306476e-01   3.78234847e-02
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   -4.57559636e-03   2.02851013e-02]
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   -2.03065973e-02  -1.28905977e-01]
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   -1.73552906e-01  -2.14966463e-01]
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 [  1.33628740e-02  -4.10783946e-01  -4.21011023e-02  -1.05558025e-01
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 [  5.14531351e-02   1.53140070e-01   2.54835941e-01   2.57273945e-01
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   -2.06729268e-01   3.32188324e-02]
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   -1.63012400e-01  -2.17760628e-01]
 [  1.41063019e-01  -1.76776509e-01  -1.41956590e-01  -3.72223973e-03
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 [ -1.21167050e-01   1.21500146e-01   2.58474588e-01  -2.28816895e-02
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   -1.22366958e-01  -6.51039267e-02]
 [ -3.50026123e-01   7.42513907e-02   1.19489015e-02  -3.01050384e-02
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   -9.17410171e-02   7.58730530e-02]
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   -2.13943877e-03  -1.89286899e-01]
 [  2.09114862e-01  -1.60143433e-01   6.12209416e-02  -2.76672876e-02
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    1.09029926e-01  -1.83842919e-01]
 [ -1.04586090e-01  -4.37876273e-02   1.21164134e-01   1.09045369e-01
    3.94044314e-02  -1.12351018e-01   2.42451146e-01  -7.74391442e-02
    1.85033142e-01  -3.37076492e-03]
 [  8.45084807e-03  -1.58136313e-01   2.08075158e-01  -2.32149566e-01
    3.71278979e-02   1.10939422e-01   3.75339700e-02  -1.14522794e-01
    2.95544657e-02   2.34262100e-01]]
[[ 0.59468765]
 [ 1.48177342]
 [ 0.28710542]
 [ 0.84521034]
 [-2.59390512]
 [-0.26910166]
 [-1.53215357]
 [ 0.05909283]
 [ 0.66102947]
 [ 0.88131098]]
Progress: 23.9% ... Training loss: 0.298 ... Validation loss: 0.465[[  1.58646758e-01   1.99793931e-01  -1.10930025e-01   1.02943370e-01
   -5.03966487e-01  -6.90258994e-02  -5.18682206e-02   1.22888514e-01
   -7.18135044e-02   1.83238520e-01]
 [  1.22845576e-02   1.58855791e-01  -2.07796285e-02   3.88411902e-02
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 [  1.72465755e-01   4.63314964e-01   1.32019604e-02   1.88358929e-02
    2.54689779e-01  -3.41006731e-02  -5.44924316e-01  -3.77987067e-02
    6.37531854e-02   2.83729966e-01]
 [ -1.87923159e-02  -3.05035764e-01  -2.36076415e-01   3.93573827e-02
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 [ -1.14807911e-02   1.39044825e-01  -1.47290576e-01   3.77543082e-02
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   -1.89522586e-01  -4.96216840e-03]
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   -4.77565612e-03   1.99749218e-02]
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   -2.24678569e-02  -1.31756081e-01]
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   -1.73691134e-01  -2.15134842e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.32651184e-01  -2.11891075e-01   1.14018263e-01   2.60385213e-01
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   -2.21949544e-01  -1.63740482e-02]
 [  1.15667318e-01  -8.65878851e-02  -1.77592280e-02   1.24117612e-01
   -2.14628008e-02  -8.79580233e-02   1.45914091e-01   4.07790030e-03
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 [  3.64627518e-02  -5.71380479e-02  -2.11690038e-01   1.47924127e-01
   -3.99906870e-02   8.67666014e-02  -7.30447116e-02  -1.99757005e-02
   -9.39468072e-02  -5.52987264e-03]
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 [ -7.37824004e-02  -4.40764749e-02   2.74319050e-01   9.23417791e-02
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 [  5.06937833e-02  -3.16044257e-02   8.58391107e-02   8.36021036e-02
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   -3.61100886e-02  -7.01774141e-02]
 [  2.19926214e-03  -1.66960334e-01  -2.93472970e-01  -5.80468294e-02
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 [  5.33217043e-02   2.32598640e-03  -1.16169992e-01   4.62668943e-02
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   -1.60277207e-01  -5.73210837e-02]
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   -1.79208004e-01  -3.70422631e-01]
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 [  1.27882403e-02  -4.12207228e-01  -4.23969455e-02  -1.06428812e-01
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   -3.62052821e-01  -2.15815075e-01]
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   -5.90030242e-02   9.19466727e-02]
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   -8.20166059e-02  -1.26902435e-01]
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   -2.44590218e-01  -1.42993141e-02]
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   -1.45972065e-05  -1.06490000e-01]
 [  1.20059701e-01   2.56385338e-01   1.68055273e-01  -7.87052668e-02
   -1.15574059e-01   4.59091444e-02  -1.65640603e-01   2.84213410e-01
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 [  3.45911957e-01   3.00844098e-01  -8.51969828e-02   3.10688038e-01
   -8.83326497e-01  -2.86101721e-01  -4.61661249e-01   1.77513251e-01
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 [  5.11702277e-02   1.52306800e-01   2.54672814e-01   2.56788154e-01
   -7.62003363e-02  -1.97512674e-01  -1.89903097e-01  -1.32553696e-01
   -1.35156348e-01  -2.81627046e-01]
 [  2.70075984e-02  -4.56947789e-02  -1.16637553e-01  -4.93150609e-02
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 [  1.24877076e-03  -5.34458194e-02  -6.63286129e-02  -4.96587782e-02
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 [  3.06358926e-02   7.09109603e-02   2.45706562e-01   7.73248712e-02
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   -1.83347883e-01   1.12256227e-01]
 [  6.45555272e-02   9.68913383e-03   1.04626560e-01  -2.29376508e-03
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   -2.46710616e-02  -9.83611587e-02]
 [ -1.64359623e-02   7.23594043e-02   8.22739800e-02  -3.64519359e-02
   -1.31903658e-02   1.83660593e-01   1.15528596e-01   1.18187567e-01
   -2.62239424e-02   1.67638024e-01]
 [  2.12153842e-01   4.21261349e-02   2.47649809e-02   6.94457789e-02
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   -6.36294970e-02  -3.09035528e-02]
 [  3.68824271e-02  -3.21232889e-02   1.45554676e-02   3.34551804e-02
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 [  2.57548454e-01   2.95241575e-01   2.45650278e-01   1.42952757e-01
   -3.98230145e-01   8.15784548e-02  -2.05584323e-01   1.62590674e-01
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   -3.33960530e-02   5.08680673e-02]
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   -2.74879794e-01  -9.35786302e-02]
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   -2.06568057e-01   3.34210233e-02]
 [  1.26861817e-02  -3.67072426e-01  -1.26231211e-01  -1.59066068e-01
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   -1.63040101e-01  -2.17797453e-01]
 [  1.41166150e-01  -1.76645362e-01  -1.41962791e-01  -3.61929634e-03
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 [ -1.21549505e-01   1.20851157e-01   2.58274358e-01  -2.34200581e-02
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   -1.22802968e-01  -6.56768600e-02]
 [ -3.51487687e-01   7.04865445e-02   1.12521308e-02  -3.21909313e-02
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   -9.33483160e-02   7.39118760e-02]
 [  1.47163550e-01   8.00419145e-02  -2.37636787e-01  -9.14577785e-02
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   -3.60059752e-03  -1.91211352e-01]
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    1.08412236e-01  -1.84673391e-01]
 [ -1.05221647e-01  -4.53335365e-02   1.20853697e-01   1.08096393e-01
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    1.84331306e-01  -4.32860244e-03]
 [  6.43497785e-03  -1.62807865e-01   2.07090300e-01  -2.35078740e-01
    4.53843180e-02   1.11871952e-01   4.25402836e-02  -1.14723164e-01
    2.73332516e-02   2.31488834e-01]]
[[ 0.56907717]
 [ 1.46048688]
 [ 0.26513788]
 [ 0.82286735]
 [-2.61997757]
 [-0.28770431]
 [-1.55254196]
 [ 0.03657906]
 [ 0.63783972]
 [ 0.85444522]]
Progress: 24.0% ... Training loss: 0.310 ... Validation loss: 0.479[[  1.60854930e-01   2.05851115e-01  -1.09783415e-01   1.06331332e-01
   -5.14537594e-01  -7.02312594e-02  -5.78284545e-02   1.23042013e-01
   -6.91740842e-02   1.86525383e-01]
 [  1.25302260e-02   1.59387861e-01  -2.06642470e-02   3.92149190e-02
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    1.37416082e-01  -3.15903206e-02]
 [  1.75614701e-01   4.73657323e-01   1.45637963e-02   2.29390757e-02
    2.42595071e-01  -3.55335143e-02  -5.54576812e-01  -3.76061356e-02
    6.71069866e-02   2.88235610e-01]
 [ -1.78518115e-02  -3.03763212e-01  -2.35637261e-01   4.08224637e-02
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    2.42448561e-02   1.32824818e-01]
 [ -1.28221145e-02   1.35246042e-01  -1.48110917e-01   3.55027227e-02
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   -1.91207233e-01  -7.34144670e-03]
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   -4.13092629e-03   2.04546341e-02]
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    8.12914572e-02  -1.70737516e-02]
 [ -1.74407103e-01  -1.00781714e-01  -3.06345184e-01  -2.66615623e-02
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[[ 0.58968288]
 [ 1.47813839]
 [ 0.28526102]
 [ 0.84307311]
 [-2.59894076]
 [-0.27000519]
 [-1.53474053]
 [ 0.05520101]
 [ 0.65809053]
 [ 0.87552021]]
Progress: 24.1% ... Training loss: 0.296 ... Validation loss: 0.467[[  1.60902412e-01   2.06638838e-01  -1.09594000e-01   1.06600266e-01
   -5.14996793e-01  -7.03151447e-02  -5.71926380e-02   1.23069993e-01
   -6.90629682e-02   1.86553316e-01]
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 [  1.78278609e-01   4.81394904e-01   1.59945586e-02   2.66264513e-02
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   -1.73670786e-01  -2.15216209e-01]
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   -1.79660013e-01  -3.71041994e-01]
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   -2.43296147e-02  -9.78849294e-02]
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    1.84585098e-01  -4.08036979e-03]
 [  7.05388702e-03  -1.61425078e-01   2.07313346e-01  -2.34136375e-01
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[[ 0.59334055]
 [ 1.48123805]
 [ 0.28613641]
 [ 0.84567636]
 [-2.5999989 ]
 [-0.27043883]
 [-1.53905315]
 [ 0.05496254]
 [ 0.66303373]
 [ 0.8793235 ]]
Progress: 24.1% ... Training loss: 0.296 ... Validation loss: 0.465[[  1.60830147e-01   2.05643977e-01  -1.09585834e-01   1.06090798e-01
   -5.12990288e-01  -7.02066018e-02  -5.64589616e-02   1.23068613e-01
   -6.90480290e-02   1.85984342e-01]
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    6.90234436e-02   2.90920925e-01]
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   -1.74369868e-01  -2.16227356e-01]
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   -2.06719285e-01   3.32410241e-02]
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   -1.63778346e-01  -2.18791843e-01]
 [  1.39539227e-01  -1.80011304e-01  -1.42631088e-01  -5.48676544e-03
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 [ -1.21268405e-01   1.21527933e-01   2.58567572e-01  -2.27741873e-02
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   -1.22286213e-01  -6.51086850e-02]
 [ -3.50866890e-01   7.14317540e-02   1.15518163e-02  -3.14272123e-02
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   -9.25580875e-02   7.45965552e-02]
 [  1.48457466e-01   8.12210815e-02  -2.37033169e-01  -8.96216395e-02
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   -2.13257551e-03  -1.89478296e-01]
 [  2.09908653e-01  -1.59078956e-01   6.16464696e-02  -2.62932526e-02
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    1.09833586e-01  -1.82653348e-01]
 [ -1.04939105e-01  -4.46947364e-02   1.21011786e-01   1.08293195e-01
    4.29188847e-02  -1.12236381e-01   2.43357797e-01  -7.74775051e-02
    1.84529275e-01  -4.03789218e-03]
 [  7.17639661e-03  -1.60921467e-01   2.07439502e-01  -2.33853358e-01
    4.12035336e-02   1.11481909e-01   4.10354303e-02  -1.14671742e-01
    2.83859004e-02   2.32465895e-01]]
[[ 0.58486438]
 [ 1.47571168]
 [ 0.27683577]
 [ 0.84094856]
 [-2.60801307]
 [-0.27680717]
 [-1.54617539]
 [ 0.04834646]
 [ 0.65485665]
 [ 0.87403531]]
Progress: 24.1% ... Training loss: 0.295 ... Validation loss: 0.465[[  1.60804748e-01   2.05539617e-01  -1.09625707e-01   1.06135723e-01
   -5.13234858e-01  -7.02216116e-02  -5.64400295e-02   1.23070458e-01
   -6.89944958e-02   1.85965558e-01]
 [  1.24479601e-02   1.59320462e-01  -2.06238441e-02   3.92549015e-02
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    1.37387368e-01  -3.15627815e-02]
 [  1.77362296e-01   4.81809769e-01   1.53469339e-02   2.43260286e-02
    2.39263297e-01  -3.60203024e-02  -5.61880750e-01  -3.74726715e-02
    6.84378212e-02   2.90144253e-01]
 [ -1.78649622e-02  -3.06426246e-01  -2.35601482e-01   4.07675500e-02
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    2.44997307e-02   1.33885345e-01]
 [ -7.75735687e-03   1.46527798e-01  -1.45571363e-01   4.33779364e-02
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   -1.85236841e-01  -2.70352047e-04]
 [ -3.56941473e-01  -4.20930490e-01  -2.87851309e-01   1.62406218e-01
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   -3.19758442e-03   2.10122122e-02]
 [ -6.18081077e-03  -1.87650022e-01   8.67055420e-03   8.82759388e-02
   -3.90721687e-03  -7.00228811e-02   1.80579277e-01  -1.90321799e-01
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   -2.21684289e-02  -1.31319703e-01]
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   -1.75667978e-01  -2.17935874e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.31987664e-01  -2.11788408e-01   1.14463831e-01   2.61852151e-01
   -9.99437720e-02  -7.98419123e-02  -5.75426344e-02  -2.55898471e-01
   -2.20944226e-01  -1.53212421e-02]
 [  1.14901277e-01  -8.93118347e-02  -1.80924705e-02   1.23341198e-01
   -1.96444136e-02  -8.76990378e-02   1.48644429e-01   4.03367463e-03
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 [  3.76814469e-02  -5.49960665e-02  -2.11111312e-01   1.49225786e-01
   -4.31888818e-02   8.61823654e-02  -7.46857772e-02  -1.98780229e-02
   -9.26001237e-02  -4.45137537e-03]
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 [ -7.41797746e-02  -4.47643576e-02   2.74168782e-01   9.17980755e-02
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 [  5.09045245e-02  -3.11986199e-02   8.59331643e-02   8.39678851e-02
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   -3.57615201e-02  -6.99148212e-02]
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 [  5.32807996e-02   1.72213430e-03  -1.16181817e-01   4.63129265e-02
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   -1.60263088e-01  -5.72873432e-02]
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   -1.79585768e-01  -3.70979389e-01]
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 [  1.28874694e-02  -4.12877844e-01  -4.23535315e-02  -1.06185118e-01
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   -3.61940838e-01  -2.15691866e-01]
 [ -1.59919855e-01  -5.49319519e-01  -5.31687551e-03  -1.91814412e-01
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   -5.89303722e-02   9.21050882e-02]
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   -8.12058868e-02  -1.25897354e-01]
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   -2.45106054e-01  -1.49467829e-02]
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   -1.70999157e-04  -1.06774274e-01]
 [  1.17718164e-01   2.51538076e-01   1.67031748e-01  -8.19162253e-02
   -1.06319217e-01   4.69615902e-02  -1.59928366e-01   2.84002534e-01
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 [  3.46774089e-01   3.03837221e-01  -8.46582712e-02   3.12083612e-01
   -8.86700063e-01  -2.86557980e-01  -4.64083032e-01   1.77610914e-01
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 [  5.08787918e-02   1.51624830e-01   2.54520945e-01   2.56397993e-01
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   -1.35481017e-01  -2.82022823e-01]
 [  2.60126735e-02  -4.84763797e-02  -1.17155730e-01  -5.08948595e-02
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 [  2.25594378e-03  -5.11886352e-02  -6.58311636e-02  -4.81478487e-02
   -2.39853274e-02  -1.76798317e-01   8.50129310e-02   1.03082683e-02
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 [  3.08298658e-02   7.17984348e-02   2.45713643e-01   7.75917838e-02
   -2.36288554e-01  -1.35280951e-01   1.10160556e-01   3.99311438e-02
   -1.83129455e-01   1.12290886e-01]
 [  6.49548841e-02   1.07696065e-02   1.04823511e-01  -1.70735390e-03
   -2.09298078e-01   7.23321571e-02   8.64158432e-02  -2.71175476e-01
   -2.42268383e-02  -9.76796378e-02]
 [ -1.67387200e-02   7.16483992e-02   8.21667781e-02  -3.68114246e-02
   -1.20730871e-02   1.83792521e-01   1.16298565e-01   1.18165148e-01
   -2.65238667e-02   1.67197937e-01]
 [  2.14321480e-01   4.75474512e-02   2.57987448e-02   7.27893149e-02
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   -6.10653378e-02  -2.76116364e-02]
 [  3.72902531e-02  -3.10001142e-02   1.47536492e-02   3.40807998e-02
   -3.84122381e-01  -1.20735948e-01  -1.90731673e-01   4.08850041e-02
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 [  3.14253002e-02   5.12558305e-01   1.15650445e-01   3.94980805e-01
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 [  2.57284543e-01   2.94607961e-01   2.45525333e-01   1.42585812e-01
   -3.97258092e-01   8.17006159e-02  -2.04925752e-01   1.62560392e-01
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 [ -7.30415369e-02   2.17425694e-01   2.42001200e-01   1.67570785e-02
   -3.68566146e-02   1.30746667e-01  -9.71592018e-02  -1.50206105e-02
   -3.29397900e-02   5.14068541e-02]
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   -2.74344594e-01  -9.29213055e-02]
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   -2.07022105e-01   3.28401638e-02]
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   -1.63948913e-01  -2.19047857e-01]
 [  1.39102723e-01  -1.81097108e-01  -1.42792869e-01  -5.77774336e-03
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 [ -1.21870733e-01   1.19875952e-01   2.58312935e-01  -2.35546236e-02
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   -1.22951941e-01  -6.60134236e-02]
 [ -3.51391374e-01   6.99930480e-02   1.13071672e-02  -3.22058936e-02
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   -9.31144985e-02   7.37832755e-02]
 [  1.49033491e-01   8.23909355e-02  -2.36729416e-01  -8.87326533e-02
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   -1.41795411e-03  -1.88646253e-01]
 [  2.09117393e-01  -1.61416767e-01   6.12430342e-02  -2.75223953e-02
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    1.08918422e-01  -1.83849090e-01]
 [ -1.04678853e-01  -4.43066245e-02   1.21134576e-01   1.08638195e-01
    4.22767395e-02  -1.12359182e-01   2.42924397e-01  -7.74535454e-02
    1.84809743e-01  -3.64063124e-03]
 [  7.68887637e-03  -1.59453302e-01   2.07679434e-01  -2.32968521e-01
    3.85244895e-02   1.11212996e-01   3.95802255e-02  -1.14622444e-01
    2.90788900e-02   2.33344229e-01]]
[[ 0.58279761]
 [ 1.47491378]
 [ 0.27529648]
 [ 0.83744579]
 [-2.61031971]
 [-0.28043121]
 [-1.5474924 ]
 [ 0.04586983]
 [ 0.64950262]
 [ 0.86948661]]
Progress: 24.2% ... Training loss: 0.296 ... Validation loss: 0.463[[  1.59613073e-01   2.02867615e-01  -1.10219047e-01   1.04402691e-01
   -5.07712109e-01  -6.96567614e-02  -5.33556604e-02   1.22971598e-01
   -7.03837143e-02   1.83842340e-01]
 [  1.24930180e-02   1.59402104e-01  -2.05949842e-02   3.93313829e-02
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    1.37423762e-01  -3.14948698e-02]
 [  1.78462086e-01   4.86534228e-01   1.57638031e-02   2.53622945e-02
    2.36397553e-01  -3.64256334e-02  -5.66325612e-01  -3.74154598e-02
    6.93769735e-02   2.91184035e-01]
 [ -1.51437491e-02  -3.00598708e-01  -2.34111202e-01   4.52579358e-02
   -5.91530450e-03   1.60281295e-01   1.32973350e-01   5.63682802e-02
    2.78229844e-02   1.38706998e-01]
 [ -1.00726344e-02   1.40265858e-01  -1.46715418e-01   4.00281556e-02
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   -1.87740372e-01  -3.77153243e-03]
 [ -3.57120481e-01  -4.22331312e-01  -2.87929204e-01   1.62345898e-01
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   -3.33149556e-03   2.07323751e-02]
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[[ 0.58729891]
 [ 1.47697457]
 [ 0.27924892]
 [ 0.83995773]
 [-2.60506398]
 [-0.27442691]
 [-1.54423616]
 [ 0.05088973]
 [ 0.65498079]
 [ 0.87426801]]
Progress: 24.2% ... Training loss: 0.295 ... Validation loss: 0.464[[  1.61700082e-01   2.06046063e-01  -1.09266577e-01   1.06917283e-01
   -5.13240470e-01  -7.04395329e-02  -5.66158457e-02   1.23143903e-01
   -6.81755029e-02   1.86634239e-01]
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 [  1.77492918e-01   4.85375180e-01   1.53218102e-02   2.34381050e-02
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    6.80212731e-02   2.89316714e-01]
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 [  1.40777268e-01  -1.77324913e-01  -1.41958460e-01  -3.07770175e-03
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 [ -1.04304072e-01  -4.32347934e-02   1.21325579e-01   1.09256292e-01
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 [  8.59143955e-03  -1.57016560e-01   2.08102076e-01  -2.31651247e-01
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[[ 0.60100659]
 [ 1.49066489]
 [ 0.29126598]
 [ 0.85836642]
 [-2.59691361]
 [-0.2635144 ]
 [-1.53204358]
 [ 0.06172952]
 [ 0.67085387]
 [ 0.88933517]]
Progress: 24.3% ... Training loss: 0.299 ... Validation loss: 0.467[[  1.61366575e-01   2.04786343e-01  -1.09317260e-01   1.06624355e-01
   -5.12990420e-01  -7.03080980e-02  -5.53046024e-02   1.23130871e-01
   -6.84027150e-02   1.85945805e-01]
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 [  1.80636075e-01   4.92700698e-01   1.70476015e-02   2.83172151e-02
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    7.18992921e-02   2.93908208e-01]
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   -9.23675790e-03   1.59891730e-01   1.30835707e-01   5.64451019e-02
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 [ -5.52137133e-03   1.50417455e-01  -1.44417922e-01   4.70251617e-02
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   -1.82493901e-01   3.03472947e-03]
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   -1.53245632e-03   2.30866618e-02]
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   -2.21982212e-02  -1.31327142e-01]
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   -1.73481897e-01  -2.14993302e-01]
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   -3.61859739e-01  -2.15563373e-01]
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 [  5.06917039e-02   1.51135635e-01   2.54453585e-01   2.56161351e-01
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   -6.08578312e-02  -2.74170944e-02]
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 [ -1.04978369e-01  -4.51250069e-02   1.21007679e-01   1.08306279e-01
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    1.84564512e-01  -4.14716284e-03]
 [  7.97088368e-03  -1.58600116e-01   2.07818599e-01  -2.32509594e-01
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[[ 0.59987984]
 [ 1.49225255]
 [ 0.28726238]
 [ 0.85501477]
 [-2.6001484 ]
 [-0.26684959]
 [-1.54015426]
 [ 0.05850352]
 [ 0.66775616]
 [ 0.88765198]]
Progress: 24.4% ... Training loss: 0.297 ... Validation loss: 0.460[[  1.59280949e-01   1.99740578e-01  -1.10377644e-01   1.03340520e-01
   -5.02828428e-01  -6.93742794e-02  -5.01976302e-02   1.22928579e-01
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   -1.83379159e-01   1.70880939e-03]
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   -5.28363602e-04   2.41231938e-02]
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   -1.74200132e-01  -2.15766517e-01]
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 [  5.05183820e-02   1.50593034e-01   2.54384548e-01   2.55925504e-01
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 [  7.02940890e-03  -1.61227599e-01   2.07381374e-01  -2.33806842e-01
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[[ 0.59163911]
 [ 1.4819519 ]
 [ 0.27896581]
 [ 0.84885662]
 [-2.60926958]
 [-0.27425526]
 [-1.54465572]
 [ 0.05070307]
 [ 0.66035461]
 [ 0.87759744]]
Progress: 24.4% ... Training loss: 0.294 ... Validation loss: 0.462[[  1.62277844e-01   2.07004839e-01  -1.08951149e-01   1.07630223e-01
   -5.15160943e-01  -7.07181422e-02  -5.71394550e-02   1.23193677e-01
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   -1.84379652e-01   3.26101020e-05]
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   -3.79140279e-04   2.41166330e-02]
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[[ 0.60939292]
 [ 1.50026656]
 [ 0.29550342]
 [ 0.86442973]
 [-2.59640402]
 [-0.2634961 ]
 [-1.53566699]
 [ 0.06505225]
 [ 0.67657174]
 [ 0.89530999]]
Progress: 24.4% ... Training loss: 0.306 ... Validation loss: 0.460[[  1.59453934e-01   2.00893886e-01  -1.10281776e-01   1.03488181e-01
   -5.02106274e-01  -6.95832918e-02  -5.00354518e-02   1.22911279e-01
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   -2.22903792e-02  -9.50533028e-02]
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 [ -1.03656015e-01  -4.22754514e-02   1.21672172e-01   1.10134052e-01
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    1.85822804e-01  -2.20989935e-03]
 [  5.77420369e-03  -1.63094715e-01   2.06716597e-01  -2.35483776e-01
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[[ 0.59072528]
 [ 1.48433765]
 [ 0.2783454 ]
 [ 0.84743995]
 [-2.61670409]
 [-0.27672942]
 [-1.55197249]
 [ 0.05060185]
 [ 0.65970849]
 [ 0.87595997]]
Progress: 24.5% ... Training loss: 0.295 ... Validation loss: 0.461[[  1.59521773e-01   2.00981384e-01  -1.10289116e-01   1.03465132e-01
   -5.02473682e-01  -6.95354568e-02  -5.02290571e-02   1.22914234e-01
   -7.04763189e-02   1.82796638e-01]
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 [  1.78170548e-01   4.93170307e-01   1.55252475e-02   2.34617995e-02
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    6.86012391e-02   2.90396762e-01]
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   -5.61231639e-03   1.60596970e-01   1.35041120e-01   5.64732553e-02
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 [ -9.14164804e-03   1.45017461e-01  -1.46111283e-01   4.19308530e-02
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   -1.73954825e-01  -2.15427240e-01]
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   -2.08848426e-01   3.04854497e-02]
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 [ -1.18542302e-01   1.25103731e-01   2.59960265e-01  -1.88254302e-02
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   -1.19036748e-01  -6.12124990e-02]
 [ -3.53240293e-01   6.40292436e-02   1.03529479e-02  -3.52196693e-02
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   -9.53579514e-02   7.05707719e-02]
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   -3.92340361e-03  -1.91986903e-01]
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    1.06701345e-01  -1.87184730e-01]
 [ -1.03417418e-01  -4.23385060e-02   1.21809947e-01   1.10591192e-01
    3.75418004e-02  -1.12970441e-01   2.40502183e-01  -7.73310448e-02
    1.86226424e-01  -1.72570506e-03]
 [  5.86620980e-03  -1.62760283e-01   2.06709925e-01  -2.35293970e-01
    4.14986770e-02   1.11964776e-01   4.41026109e-02  -1.14856387e-01
    2.75074103e-02   2.30993522e-01]]
[[ 0.58815172]
 [ 1.48229629]
 [ 0.2766951 ]
 [ 0.84599357]
 [-2.61934745]
 [-0.2784618 ]
 [-1.55477842]
 [ 0.04650408]
 [ 0.65743698]
 [ 0.87370136]]
Progress: 24.6% ... Training loss: 0.296 ... Validation loss: 0.461[[  1.60038041e-01   2.01628648e-01  -1.10003364e-01   1.04302830e-01
   -5.04590814e-01  -6.98725056e-02  -5.13912085e-02   1.22970113e-01
   -6.97055015e-02   1.83687548e-01]
 [  1.18978501e-02   1.57730678e-01  -2.09192419e-02   3.83508018e-02
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    1.36761224e-01  -3.24999649e-02]
 [  1.77969030e-01   4.94379815e-01   1.54729508e-02   2.31162766e-02
    2.40016653e-01  -3.60126924e-02  -5.70284859e-01  -3.75504790e-02
    6.84826247e-02   2.89996417e-01]
 [ -1.04181394e-02  -2.93933961e-01  -2.31581842e-01   5.29312670e-02
   -2.57640733e-02   1.58231781e-01   1.22974215e-01   5.68548486e-02
    3.34967258e-02   1.47524002e-01]
 [ -9.76597058e-03   1.43523162e-01  -1.46387248e-01   4.12190392e-02
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   -1.86986669e-01  -3.68637030e-03]
 [ -3.53596663e-01  -4.20117236e-01  -2.86251877e-01   1.67686600e-01
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   -2.42209226e-02  -1.33985061e-01]
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   -1.72725496e-01  -2.13779564e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.33254577e-01  -2.17074780e-01   1.13874483e-01   2.60374128e-01
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   -2.22314628e-01  -1.74538910e-02]
 [  1.17452390e-01  -8.63740146e-02  -1.68449566e-02   1.27246316e-01
   -2.99959445e-02  -8.90303328e-02   1.44600159e-01   4.27854953e-03
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 [  3.80776045e-02  -5.56262560e-02  -2.10885263e-01   1.49809453e-01
   -4.46812615e-02   8.58641939e-02  -7.40659453e-02  -1.98308984e-02
   -9.18919837e-02  -3.85211601e-03]
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 [ -7.27761080e-02  -4.22209926e-02   2.74719826e-01   9.38090086e-02
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 [  4.99833713e-02  -3.33447679e-02   8.54346986e-02   8.22393848e-02
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   -3.69687986e-02  -7.17686152e-02]
 [  2.91010997e-03  -1.64205734e-01  -2.93047726e-01  -5.68353229e-02
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 [  5.38617989e-02   2.59582454e-03  -1.15799041e-01   4.73522018e-02
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   -1.78990716e-01  -3.70444747e-01]
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 [  1.25988279e-02  -4.15169724e-01  -4.25157818e-02  -1.06507516e-01
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   -3.62278246e-01  -2.16101254e-01]
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   -8.23965644e-02  -1.27478280e-01]
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   -2.45468837e-01  -1.54333690e-02]
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   -9.97518364e-02   4.76930686e-02  -1.56313690e-01   2.83851977e-01
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 [  3.49821707e-01   3.10213692e-01  -8.31776283e-02   3.15826525e-01
   -8.95190884e-01  -2.87903946e-01  -4.71325521e-01   1.77902506e-01
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 [  4.98137950e-02   1.49031163e-01   2.54059287e-01   2.54918584e-01
   -7.04061320e-02  -1.96927900e-01  -1.86619091e-01  -1.32672768e-01
   -1.36683590e-01  -2.83632665e-01]
 [  2.67893377e-02  -4.70803158e-02  -1.16776443e-01  -4.96900605e-02
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 [  6.29459713e-04  -5.45307727e-02  -6.65879815e-02  -5.05087559e-02
   -1.71654692e-02  -1.76141431e-01   8.90822637e-02   1.01638367e-02
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 [  2.95225518e-02   6.86278988e-02   2.44872690e-01   7.53651839e-02
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   -1.84868685e-01   1.10066757e-01]
 [  6.72365271e-02   1.65753117e-02   1.05849727e-01   1.60677648e-03
   -2.19396061e-01   7.12695933e-02   8.07070593e-02  -2.70979895e-01
   -2.17571284e-02  -9.43371983e-02]
 [ -1.55085720e-02   7.52846920e-02   8.28365671e-02  -3.48953924e-02
   -1.85302271e-02   1.83155570e-01   1.12905167e-01   1.18284163e-01
   -2.51509773e-02   1.68940477e-01]
 [  2.14598164e-01   4.83104553e-02   2.59204067e-02   7.31283072e-02
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   -6.07517049e-02  -2.74444472e-02]
 [  3.86255896e-02  -2.74145637e-02   1.53674361e-02   3.60325099e-02
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 [  3.60797274e-02   5.20748992e-01   1.17759995e-01   4.01252879e-01
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 [  2.57565076e-01   2.95819271e-01   2.45730453e-01   1.43209133e-01
   -3.99309890e-01   8.15025992e-02  -2.05924491e-01   1.62595927e-01
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 [ -7.48677833e-02   2.13363741e-01   2.41146664e-01   1.41066418e-02
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   -3.49432546e-02   4.86944792e-02]
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   -2.74049218e-01  -9.24660554e-02]
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   -2.08652386e-01   3.07446504e-02]
 [  1.14928543e-02  -3.70260339e-01  -1.26794676e-01  -1.60793715e-01
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   -1.64413081e-01  -2.19685990e-01]
 [  1.42113352e-01  -1.74586362e-01  -1.41265497e-01  -6.53965423e-04
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 [ -1.18670121e-01   1.24761112e-01   2.59937631e-01  -1.89244777e-02
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   -1.19153585e-01  -6.14295348e-02]
 [ -3.53390120e-01   6.32478971e-02   1.02884434e-02  -3.53819085e-02
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   -9.54958311e-02   7.03559864e-02]
 [  1.47328790e-01   7.61275628e-02  -2.37565364e-01  -9.14786726e-02
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   -3.42195381e-03  -1.91398723e-01]
 [  2.08633121e-01  -1.63820294e-01   6.09962813e-02  -2.83969390e-02
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 [ -1.04318429e-01  -4.45911883e-02   1.21383579e-01   1.09318906e-01
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    1.85247088e-01  -3.02192818e-03]
 [  6.18889603e-03  -1.62795367e-01   2.06875419e-01  -2.34775437e-01
    4.01114519e-02   1.11777477e-01   4.38507341e-02  -1.14830216e-01
    2.79378675e-02   2.31528505e-01]]
[[ 0.59405891]
 [ 1.48494107]
 [ 0.27866765]
 [ 0.85163662]
 [-2.61417432]
 [-0.27116484]
 [-1.54808386]
 [ 0.05327242]
 [ 0.66319913]
 [ 0.88091836]]
Progress: 24.6% ... Training loss: 0.295 ... Validation loss: 0.463[[  1.59928564e-01   2.00530489e-01  -1.10090014e-01   1.04079707e-01
   -5.04596882e-01  -6.97840597e-02  -5.09155795e-02   1.22954128e-01
   -6.98281150e-02   1.83423717e-01]
 [  1.23826685e-02   1.58891368e-01  -2.06772490e-02   3.90805204e-02
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    1.37337583e-01  -3.16614247e-02]
 [  1.77861905e-01   4.94934770e-01   1.54235564e-02   2.25345234e-02
    2.42278401e-01  -3.57611253e-02  -5.71074370e-01  -3.75747273e-02
    6.85339786e-02   2.89658261e-01]
 [ -8.98334202e-03  -2.90362674e-01  -2.31028755e-01   5.47141084e-02
   -3.01017035e-02   1.57641908e-01   1.19568410e-01   5.69465113e-02
    3.48173621e-02   1.49439488e-01]
 [ -8.45983189e-03   1.47488121e-01  -1.45627660e-01   4.33827180e-02
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   -1.85486231e-01  -1.43684789e-03]
 [ -3.52923895e-01  -4.19594660e-01  -2.85950881e-01   1.68838419e-01
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    1.51006766e-03   2.66661814e-02]
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    8.15807284e-02  -1.74085900e-02]
 [ -1.73590924e-01  -1.01700783e-01  -3.05833807e-01  -2.53489926e-02
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[[ 0.5907581 ]
 [ 1.48369504]
 [ 0.27407826]
 [ 0.84837362]
 [-2.61501317]
 [-0.27418817]
 [-1.54890072]
 [ 0.05267232]
 [ 0.65913482]
 [ 0.87841333]]
Progress: 24.6% ... Training loss: 0.295 ... Validation loss: 0.465[[  1.61860818e-01   2.05380496e-01  -1.09119070e-01   1.06972984e-01
   -5.13579608e-01  -7.07331441e-02  -5.57977721e-02   1.23145157e-01
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   -2.22673449e-02  -9.49914624e-02]
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 [  1.41190164e-01  -1.78168029e-01  -1.41824542e-01  -2.03106768e-03
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 [ -3.52647779e-01   6.47615327e-02   1.06811696e-02  -3.42792151e-02
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 [ -1.04863718e-01  -4.56751106e-02   1.21067546e-01   1.08338929e-01
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    1.84567132e-01  -3.89828932e-03]
 [  7.20583446e-03  -1.60661642e-01   2.07303673e-01  -2.33328179e-01
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[[ 0.60848621]
 [ 1.50304095]
 [ 0.28998099]
 [ 0.86552745]
 [-2.60269402]
 [-0.2625978 ]
 [-1.53837108]
 [ 0.06568682]
 [ 0.67676463]
 [ 0.89572491]]
Progress: 24.7% ... Training loss: 0.300 ... Validation loss: 0.460[[  1.60371480e-01   2.02079314e-01  -1.09742683e-01   1.04959589e-01
   -5.08044281e-01  -7.01376934e-02  -5.26341995e-02   1.23005161e-01
   -6.88879599e-02   1.84451907e-01]
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   -1.71227925e-01  -2.11821549e-01]
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   -2.08188135e-01   3.13159320e-02]
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   -1.64589615e-01  -2.19961953e-01]
 [  1.41661905e-01  -1.76600335e-01  -1.41595325e-01  -1.22648238e-03
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 [ -1.19902944e-01   1.20882873e-01   2.59394271e-01  -2.06999186e-02
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   -1.20498399e-01  -6.32495209e-02]
 [ -3.53445752e-01   6.25788838e-02   1.03282808e-02  -3.54011409e-02
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   -9.55015860e-02   7.01525628e-02]
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   -1.94178322e-03  -1.89455122e-01]
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    1.10081651e-01  -1.82905839e-01]
 [ -1.05423911e-01  -4.71659950e-02   1.20782802e-01   1.07521513e-01
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    1.83935664e-01  -4.72925672e-03]
 [  6.53346533e-03  -1.62487330e-01   2.06958195e-01  -2.34277811e-01
    3.65725107e-02   1.11653618e-01   4.30038989e-02  -1.14817709e-01
    2.83994484e-02   2.32319435e-01]]
[[ 0.59838322]
 [ 1.49638707]
 [ 0.27790391]
 [ 0.85443825]
 [-2.61540847]
 [-0.27323086]
 [-1.55123685]
 [ 0.05441151]
 [ 0.66455274]
 [ 0.88404763]]
Progress: 24.8% ... Training loss: 0.294 ... Validation loss: 0.456[[  1.62662909e-01   2.08465663e-01  -1.08491696e-01   1.08939185e-01
   -5.18505851e-01  -7.12711273e-02  -5.87983358e-02   1.23236626e-01
   -6.61099138e-02   1.88264919e-01]
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    1.37585379e-01  -3.13568427e-02]
 [  1.84680026e-01   5.12860035e-01   1.86600165e-02   3.21591254e-02
    2.13965505e-01  -3.88280753e-02  -5.89386332e-01  -3.69398665e-02
    7.64476125e-02   3.00302889e-01]
 [ -1.44975692e-02  -3.03006693e-01  -2.33487688e-01   4.61855848e-02
   -3.74348338e-03   1.60319105e-01   1.33469929e-01   5.64188247e-02
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 [ -6.68891342e-03   1.50884965e-01  -1.44781773e-01   4.58138652e-02
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   -1.83491705e-01   5.33382731e-04]
 [ -3.55743389e-01  -4.27143054e-01  -2.87131092e-01   1.65490999e-01
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   -1.50948304e-03   2.24838847e-02]
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   -2.27994207e-02  -1.31880956e-01]
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   -1.71965522e-01  -2.12833452e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.35010929e-01  -2.21966126e-01   1.13167947e-01   2.58522839e-01
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   -2.24167076e-01  -2.00095104e-02]
 [  1.16566674e-01  -8.91946441e-02  -1.72034363e-02   1.26398294e-01
   -2.79039654e-02  -8.87491106e-02   1.47625265e-01   4.19936937e-03
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 [  3.79762594e-02  -5.64660267e-02  -2.10963322e-01   1.49434817e-01
   -4.27681597e-02   8.59558268e-02  -7.32778321e-02  -1.98503971e-02
   -9.20108037e-02  -4.16075178e-03]
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 [  5.17141010e-02  -2.99876512e-02   8.62355734e-02   8.47564043e-02
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   -3.48567033e-02  -6.91487267e-02]
 [  5.92584079e-03  -1.57144194e-01  -2.91570847e-01  -5.23249361e-02
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 [  5.39184635e-02   3.17828022e-03  -1.15614409e-01   4.79335931e-02
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   -1.58932067e-01  -5.58587410e-02]
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   -1.79004540e-01  -3.70587501e-01]
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 [  1.13041566e-02  -4.18169157e-01  -4.31157696e-02  -1.08384716e-01
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   -3.63716410e-01  -2.17995458e-01]
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   -8.22843607e-02  -1.27346578e-01]
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   -2.91750211e-03  -1.10344907e-01]
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   -1.00439445e-01   4.76261753e-02  -1.56827309e-01   2.83859727e-01
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 [  3.51121048e-01   3.12696853e-01  -8.26530372e-02   3.17619199e-01
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 [  4.96667933e-02   1.48479161e-01   2.54000531e-01   2.54727802e-01
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   -1.36820713e-01  -2.83905303e-01]
 [  2.70313069e-02  -4.64615766e-02  -1.16659903e-01  -4.93764941e-02
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 [  1.38902478e-03  -5.30075859e-02  -6.62780246e-02  -4.94541029e-02
   -2.04054197e-02  -1.76501455e-01   8.71395691e-02   1.02280673e-02
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 [  2.78539369e-02   6.49337605e-02   2.44125806e-01   7.28934860e-02
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   -1.86782412e-01   1.07525393e-01]
 [  6.79202914e-02   1.84926883e-02   1.06179509e-01   2.66295802e-03
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   -2.09703742e-02  -9.33086738e-02]
 [ -1.48633512e-02   7.68253061e-02   8.31816386e-02  -3.39030937e-02
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   -2.44628940e-02   1.69935021e-01]
 [  2.15551795e-01   5.06069349e-02   2.64211749e-02   7.45915151e-02
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   -5.96091252e-02  -2.60015914e-02]
 [  3.75655431e-02  -2.98600977e-02   1.48072426e-02   3.44179478e-02
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 [  3.78259487e-02   5.23397189e-01   1.18567572e-01   4.03653791e-01
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 [  2.58580326e-01   2.98983064e-01   2.46265661e-01   1.45121981e-01
   -4.05030311e-01   8.09354102e-02  -2.09095774e-01   1.62723697e-01
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   -3.56674320e-02   4.77399061e-02]
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   -2.72821934e-01  -9.08504027e-02]
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   -2.07800822e-01   3.18123312e-02]
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   -1.64615088e-01  -2.20016538e-01]
 [  1.41399818e-01  -1.76828095e-01  -1.41642046e-01  -1.30656749e-03
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 [ -1.20365061e-01   1.19483693e-01   2.59291716e-01  -2.10079997e-02
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   -1.20871898e-01  -6.37500490e-02]
 [ -3.53816399e-01   6.16297028e-02   1.01786388e-02  -3.59527721e-02
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   -9.59762231e-02   6.96233826e-02]
 [  1.48399915e-01   7.77616589e-02  -2.36981512e-01  -8.97741979e-02
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   -2.07639729e-03  -1.89591649e-01]
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    1.83935002e-01  -4.70780572e-03]
 [  7.13665065e-03  -1.60506908e-01   2.07269955e-01  -2.33202745e-01
    3.27436098e-02   1.11314698e-01   4.10019407e-02  -1.14750870e-01
    2.92473318e-02   2.33328036e-01]]
[[ 0.60490008]
 [ 1.50305435]
 [ 0.28110243]
 [ 0.85491602]
 [-2.61436693]
 [-0.27050405]
 [-1.55413859]
 [ 0.05699668]
 [ 0.66895815]
 [ 0.88598868]]
Progress: 24.8% ... Training loss: 0.296 ... Validation loss: 0.452[[  1.63925543e-01   2.10313824e-01  -1.07778271e-01   1.10820490e-01
   -5.22204255e-01  -7.18969165e-02  -6.14662191e-02   1.23386175e-01
   -6.43972651e-02   1.90256462e-01]
 [  1.29125454e-02   1.60005433e-01  -2.04038016e-02   3.99765356e-02
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 [  1.85476815e-01   5.14849873e-01   1.91613336e-02   3.32813155e-02
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 [ -7.80383266e-03   1.46613880e-01  -1.45404106e-01   4.40056601e-02
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   -1.84566246e-01  -1.85897777e-03]
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   -2.43024307e-03   2.12117960e-02]
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[[ 0.60729821]
 [ 1.50708833]
 [ 0.28289776]
 [ 0.85691415]
 [-2.61838586]
 [-0.27034986]
 [-1.5563856 ]
 [ 0.05791748]
 [ 0.67072922]
 [ 0.88723083]]
Progress: 24.9% ... Training loss: 0.298 ... Validation loss: 0.449[[  1.63509293e-01   2.10441965e-01  -1.07858331e-01   1.10137721e-01
   -5.19243602e-01  -7.17432833e-02  -6.08097696e-02   1.23361559e-01
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   -2.01907214e-02  -9.22529936e-02]
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 [ -1.06604082e-01  -5.02269515e-02   1.20259011e-01   1.05909572e-01
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    1.82567024e-01  -6.21340314e-03]
 [  6.58147521e-03  -1.61306828e-01   2.07027523e-01  -2.34105057e-01
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[[ 0.60677384]
 [ 1.50429125]
 [ 0.27937263]
 [ 0.85829928]
 [-2.62081439]
 [-0.26882532]
 [-1.55447328]
 [ 0.05757153]
 [ 0.67233834]
 [ 0.88574298]]
Progress: 24.9% ... Training loss: 0.295 ... Validation loss: 0.453[[  1.64670145e-01   2.13578087e-01  -1.07221177e-01   1.11986950e-01
   -5.23410105e-01  -7.23150413e-02  -6.43527406e-02   1.23507329e-01
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 [ -6.71195034e-03   1.48849073e-01  -1.44862996e-01   4.60352631e-02
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   -1.72111396e-01  -2.13078378e-01]
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   -1.21835049e-01  -6.51637607e-02]
 [ -3.53614116e-01   6.13482202e-02   1.02809128e-02  -3.60629214e-02
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   -2.16224830e-03  -1.89906132e-01]
 [  2.11614507e-01  -1.56095375e-01   6.27525126e-02  -2.33006831e-02
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    1.12249904e-01  -1.80180721e-01]
 [ -1.06058701e-01  -4.94693593e-02   1.20499726e-01   1.06631849e-01
    5.03703877e-02  -1.11729497e-01   2.47521778e-01  -7.75785303e-02
    1.83083423e-01  -5.47822642e-03]
 [  6.15688715e-03  -1.62463101e-01   2.06848681e-01  -2.34709718e-01
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[[ 0.60700252]
 [ 1.50363793]
 [ 0.27542961]
 [ 0.85901675]
 [-2.62683105]
 [-0.27108141]
 [-1.55455608]
 [ 0.05704042]
 [ 0.6708144 ]
 [ 0.8829611 ]]
Progress: 24.9% ... Training loss: 0.294 ... Validation loss: 0.455[[  1.61952126e-01   2.06238966e-01  -1.08497282e-01   1.07973300e-01
   -5.12375133e-01  -7.10638478e-02  -5.77349988e-02   1.23247048e-01
   -6.61065518e-02   1.87861113e-01]
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 [  1.77432413e-01   4.96593903e-01   1.52780835e-02   2.01412385e-02
    2.45850816e-01  -3.55009089e-02  -5.75688074e-01  -3.76776962e-02
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 [ -6.93013550e-03   1.47222834e-01  -1.45040477e-01   4.55941935e-02
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   -1.83233621e-01  -1.24929734e-03]
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   -2.80567106e-03   2.01474097e-02]
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   -2.01969532e-02  -1.28678580e-01]
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   -1.72183457e-01  -2.13165186e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.35402932e-01  -2.22906685e-01   1.13018166e-01   2.58200354e-01
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   -2.24513664e-01  -2.05741972e-02]
 [  1.14104369e-01  -9.51295992e-02  -1.83270608e-02   1.23133774e-01
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   -8.92996799e-02  -1.00947851e-03]
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 [  5.36359904e-02  -2.68698842e-02   8.71824461e-02   8.74478431e-02
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   -3.26108568e-02  -6.61804488e-02]
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 [  5.32641812e-02   1.73308729e-03  -1.15801340e-01   4.73056786e-02
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   -1.80058447e-01  -3.72081021e-01]
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   -3.63211462e-01  -2.17347207e-01]
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   -8.28551019e-02  -1.28004175e-01]
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 [  3.53630997e-01   3.19255530e-01  -8.13766085e-02   3.21102526e-01
   -9.06595410e-01  -2.89562390e-01  -4.82207381e-01   1.78240499e-01
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 [  4.96757300e-02   1.48650866e-01   2.54027161e-01   2.54748394e-01
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 [  2.61347888e-02  -4.88673609e-02  -1.17067275e-01  -5.06208060e-02
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   -1.87858661e-01   1.06171147e-01]
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   -2.08622996e-02  -9.31177824e-02]
 [ -1.54768458e-02   7.53829144e-02   8.29002417e-02  -3.48370939e-02
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   -2.51559463e-02   1.68972534e-01]
 [  2.16036497e-01   5.21167545e-02   2.66944781e-02   7.54404805e-02
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   -5.89481149e-02  -2.51258817e-02]
 [  3.65618101e-02  -3.19152785e-02   1.43192936e-02   3.29325580e-02
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 [  2.57972856e-01   2.97429839e-01   2.45970137e-01   1.44256441e-01
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   -1.65132093e-01  -2.20742170e-01]
 [  1.40439326e-01  -1.78955289e-01  -1.42015691e-01  -2.35019570e-03
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   -1.20724350e-01  -6.38035295e-02]
 [ -3.54948538e-01   5.80425277e-02   9.67023458e-03  -3.79888279e-02
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   -9.73067094e-02   6.75861314e-02]
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    1.83241066e-01  -5.26654535e-03]
 [  5.28171523e-03  -1.64730335e-01   2.06360138e-01  -2.36194390e-01
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    2.72566524e-02   2.30919901e-01]]
[[ 0.59501549]
 [ 1.49248405]
 [ 0.26705171]
 [ 0.84682554]
 [-2.6356535 ]
 [-0.27883838]
 [-1.56154449]
 [ 0.04584604]
 [ 0.65763365]
 [ 0.86964801]]
Progress: 25.0% ... Training loss: 0.298 ... Validation loss: 0.466[[  1.64046411e-01   2.10832154e-01  -1.07509630e-01   1.11159856e-01
   -5.21847566e-01  -7.20379606e-02  -6.27151915e-02   1.23419855e-01
   -6.35517749e-02   1.90974451e-01]
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 [  1.79032274e-01   5.03985981e-01   1.60326482e-02   2.25026649e-02
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   -1.82140833e-01   8.42779516e-05]
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   -1.60621229e-03   2.16428280e-02]
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[[ 0.62167347]
 [ 1.51456623]
 [ 0.29259984]
 [ 0.87235243]
 [-2.60867663]
 [-0.25785319]
 [-1.53489658]
 [ 0.06820225]
 [ 0.6844336 ]
 [ 0.89577266]]
Progress: 25.1% ... Training loss: 0.305 ... Validation loss: 0.460[[  1.61380642e-01   2.06457148e-01  -1.08738152e-01   1.07604557e-01
   -5.13147982e-01  -7.10516224e-02  -5.73753418e-02   1.23149111e-01
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 [  1.22288931e-02  -4.17261334e-01  -4.27099517e-02  -1.06963987e-01
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   -1.99329219e-02  -9.20256117e-02]
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 [ -3.55700361e-01   5.62677559e-02   9.29540915e-03  -3.91377104e-02
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 [ -1.05325566e-01  -4.87410036e-02   1.20759539e-01   1.07780138e-01
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    1.83841158e-01  -4.44216521e-03]
 [  4.81259425e-03  -1.65551897e-01   2.06131636e-01  -2.36377330e-01
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[[ 0.60367986]
 [ 1.49795766]
 [ 0.2725637 ]
 [ 0.8513432 ]
 [-2.62517663]
 [-0.27450058]
 [-1.55506934]
 [ 0.05022413]
 [ 0.66714524]
 [ 0.87544183]]
Progress: 25.1% ... Training loss: 0.294 ... Validation loss: 0.459[[  1.62891077e-01   2.08819497e-01  -1.08017498e-01   1.09579765e-01
   -5.18747389e-01  -7.16524895e-02  -6.00740822e-02   1.23283135e-01
   -6.48053281e-02   1.89234198e-01]
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 [  1.83172583e-01   5.10843140e-01   1.78126312e-02   2.74430623e-02
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    7.49320498e-02   2.98477365e-01]
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 [ -4.48270613e-03   1.51394008e-01  -1.43937510e-01   4.97852405e-02
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   -1.72009592e-01  -2.12968356e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.72540460e-01  -9.04512707e-02]
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   -2.07206004e-01   3.25836680e-02]
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   -1.65030984e-01  -2.20652212e-01]
 [  1.42707173e-01  -1.73937734e-01  -1.40975245e-01   1.23860030e-03
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 [ -1.19516248e-01   1.18957622e-01   2.59714761e-01  -1.95643656e-02
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   -1.19733887e-01  -6.25797678e-02]
 [ -3.55425631e-01   5.64691438e-02   9.46303217e-03  -3.86970504e-02
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   -9.77362049e-02   6.68780497e-02]
 [  1.47980352e-01   7.54075352e-02  -2.37035911e-01  -9.00644822e-02
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   -2.16514872e-03  -1.90069327e-01]
 [  2.12408916e-01  -1.54090831e-01   6.31846019e-02  -2.21031993e-02
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    1.13102181e-01  -1.78911231e-01]
 [ -1.04077281e-01  -4.64331081e-02   1.21329503e-01   1.09395681e-01
    4.30287801e-02  -1.12626203e-01   2.43743284e-01  -7.74343078e-02
    1.85181102e-01  -2.71790213e-03]
 [  4.47033156e-03  -1.66446291e-01   2.06000591e-01  -2.36865342e-01
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    2.65107956e-02   2.29845690e-01]]
[[ 0.61609916]
 [ 1.51289677]
 [ 0.286725  ]
 [ 0.86481085]
 [-2.60982857]
 [-0.2662759 ]
 [-1.5451857 ]
 [ 0.05888823]
 [ 0.67902983]
 [ 0.88929158]]
Progress: 25.1% ... Training loss: 0.299 ... Validation loss: 0.453[[  1.62209958e-01   2.06461964e-01  -1.08235600e-01   1.08610026e-01
   -5.16350674e-01  -7.13050517e-02  -5.86650015e-02   1.23220163e-01
   -6.54308319e-02   1.88197602e-01]
 [  1.35130079e-02   1.61259299e-01  -2.00692261e-02   4.10485695e-02
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    1.38703446e-01  -3.00567884e-02]
 [  1.82630448e-01   5.09877510e-01   1.73895617e-02   2.59954970e-02
    2.30354679e-01  -3.71862411e-02  -5.92690174e-01  -3.73030590e-02
    7.41063008e-02   2.97433311e-01]
 [ -1.55078452e-02  -3.06073103e-01  -2.34007515e-01   4.50297458e-02
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    2.71627734e-02   1.40780361e-01]
 [ -2.65916688e-03   1.55701676e-01  -1.42984404e-01   5.25814203e-02
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   -1.78526522e-01   5.13120896e-03]
 [ -3.59420249e-01  -4.37669399e-01  -2.88605310e-01   1.62219192e-01
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   -4.65539038e-03   1.74406591e-02]
 [ -2.30599510e-03  -1.83382483e-01   1.05188416e-02   9.31995735e-02
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 [  7.07783888e-02  -3.04956627e-01   9.57001306e-02   4.68768393e-02
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   -2.16095992e-02  -1.30711919e-01]
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   -1.71522003e-01  -2.12362825e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.35666783e-01  -2.23285251e-01   1.13027424e-01   2.58548702e-01
   -9.40399189e-02  -7.87302560e-02  -4.43216552e-02  -2.56213886e-01
   -2.24525311e-01  -2.08447916e-02]
 [  1.12826040e-01  -9.90985344e-02  -1.88938000e-02   1.21789051e-01
   -1.55874600e-02  -8.73992453e-02   1.57838234e-01   3.82563941e-03
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 [  3.99642575e-02  -5.28673370e-02  -2.09986926e-01   1.52431381e-01
   -5.05906345e-02   8.49253297e-02  -7.72869034e-02  -1.96391287e-02
   -8.95352699e-02  -1.30030150e-03]
 [ -1.25121939e-01  -7.03610585e-02  -2.04975940e-01   1.50277952e-01
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 [ -7.25849030e-02  -4.27279758e-02   2.74852591e-01   9.37951705e-02
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 [  5.50639719e-02  -2.48933799e-02   8.79471209e-02   8.97064438e-02
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   -3.06621312e-02  -6.38458775e-02]
 [  6.19536359e-03  -1.55719107e-01  -2.91560782e-01  -5.23268490e-02
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 [  5.21601180e-02  -1.68413438e-03  -1.16385136e-01   4.56819304e-02
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   -1.60536182e-01  -5.82037466e-02]
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 [  1.07092123e-01   7.21226052e-02  -4.81209794e-02  -1.04220349e-01
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   -1.79990759e-01  -3.72027806e-01]
 [ -1.59252649e-02  -3.63116286e-01  -2.96877941e-02  -7.34815043e-02
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 [  1.21746021e-02  -4.17448763e-01  -4.27215132e-02  -1.06963240e-01
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   -3.62697337e-01  -2.16775852e-01]
 [ -1.60273943e-01  -5.53002389e-01  -5.35914328e-03  -1.91743953e-01
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   -5.88848148e-02   9.24748199e-02]
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   -8.23612574e-02  -1.27332868e-01]
 [ -1.92663139e-01  -2.57829486e-01   2.55292587e-01  -2.30983475e-01
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   -2.46869356e-01  -1.70528103e-02]
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   -4.63198490e-03  -1.12701023e-01]
 [  1.14607613e-01   2.45753410e-01   1.65546361e-01  -8.63842017e-02
   -9.33272594e-02   4.83809227e-02  -1.53033156e-01   2.83697617e-01
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 [  3.50889329e-01   3.14320739e-01  -8.27277539e-02   3.16835800e-01
   -8.96373214e-01  -2.88218408e-01  -4.75970592e-01   1.77953157e-01
    3.82070087e-01  -3.44075790e-02]
 [  4.97189918e-02   1.48472049e-01   2.54060148e-01   2.54770779e-01
   -7.06053574e-02  -1.96951703e-01  -1.86702617e-01  -1.32686096e-01
   -1.36710933e-01  -2.83838153e-01]
 [  2.63129214e-02  -4.86846179e-02  -1.16983757e-01  -5.03399726e-02
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 [  3.15663718e-03  -4.80890109e-02  -6.53945579e-02  -4.66990404e-02
   -2.88101046e-02  -1.77340686e-01   8.23800514e-02   1.04240576e-02
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 [  2.68549900e-02   6.24714375e-02   2.43644054e-01   7.13008979e-02
   -2.17450119e-01  -1.33511242e-01   1.20326100e-01   3.95027363e-02
   -1.87977675e-01   1.05960803e-01]
 [  6.91425089e-02   2.16436182e-02   1.06765511e-01   4.54072891e-03
   -2.28869807e-01   7.02686777e-02   7.51205904e-02  -2.70834337e-01
   -1.95081297e-02  -9.14089783e-02]
 [ -1.49809204e-02   7.67238123e-02   8.30831778e-02  -3.42594535e-02
   -2.08232481e-02   1.82835015e-01   1.11258011e-01   1.18276749e-01
   -2.47466193e-02   1.69555604e-01]
 [  2.16666465e-01   5.33337055e-02   2.70080529e-02   7.63787091e-02
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   -5.82009183e-02  -2.41938285e-02]
 [  3.83908700e-02  -2.66812242e-02   1.52109308e-02   3.57459435e-02
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 [  3.80631151e-02   5.21264333e-01   1.18661645e-01   4.03983554e-01
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 [  2.58787443e-01   2.99404956e-01   2.46353699e-01   1.45412000e-01
   -4.06160845e-01   8.08291118e-02  -2.09798800e-01   1.62727273e-01
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 [ -7.50806032e-02   2.12772861e-01   2.41001022e-01   1.37837931e-02
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   -3.51641357e-02   4.83473103e-02]
 [ -9.58122809e-02  -2.92371766e-03   2.60052993e-02   9.61352648e-02
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   -2.72592579e-01  -9.05443663e-02]
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   -2.07285960e-01   3.24716671e-02]
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   -1.65002584e-01  -2.20614944e-01]
 [  1.42831637e-01  -1.73945396e-01  -1.40879681e-01   1.55146414e-03
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 [ -1.20535260e-01   1.16169068e-01   2.59269882e-01  -2.09369842e-02
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   -1.20804696e-01  -6.39616932e-02]
 [ -3.54660502e-01   5.74155446e-02   9.86640514e-03  -3.75035965e-02
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   -9.67880700e-02   6.79494438e-02]
 [  1.48622807e-01   7.66698568e-02  -2.36675206e-01  -8.90064111e-02
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   -1.31227491e-03  -1.89084883e-01]
 [  2.12023776e-01  -1.54966056e-01   6.30154746e-02  -2.27012257e-02
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    1.12653243e-01  -1.79506179e-01]
 [ -1.04575573e-01  -4.78859135e-02   1.21146289e-01   1.08852449e-01
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    1.84768546e-01  -3.31074269e-03]
 [  3.11864502e-03  -1.70037201e-01   2.05353334e-01  -2.38983092e-01
    4.28190054e-02   1.13070878e-01   5.04763371e-02  -1.15238189e-01
    2.49706514e-02   2.28008228e-01]]
[[ 0.60966652]
 [ 1.50918083]
 [ 0.28163903]
 [ 0.86066771]
 [-2.61300557]
 [-0.27189601]
 [-1.5494031 ]
 [ 0.05436308]
 [ 0.67149607]
 [ 0.88332755]]
Progress: 25.2% ... Training loss: 0.296 ... Validation loss: 0.452[[  1.62196652e-01   2.05973653e-01  -1.08192691e-01   1.08471110e-01
   -5.15122667e-01  -7.13505607e-02  -5.82044183e-02   1.23215147e-01
   -6.54304998e-02   1.88145672e-01]
 [  1.24918719e-02   1.58604339e-01  -2.05515041e-02   3.95588947e-02
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    1.37661663e-01  -3.12956752e-02]
 [  1.77512151e-01   4.99552353e-01   1.48447836e-02   1.78547433e-02
    2.54899256e-01  -3.47231668e-02  -5.80824351e-01  -3.78163029e-02
    6.80969943e-02   2.89661739e-01]
 [ -1.61985117e-02  -3.09192482e-01  -2.34167351e-01   4.46908849e-02
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    2.70794464e-02   1.40618010e-01]
 [ -2.70234192e-03   1.56027781e-01  -1.43082129e-01   5.24795658e-02
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   -1.78732688e-01   4.77113914e-03]
 [ -3.58799813e-01  -4.37035653e-01  -2.88248578e-01   1.63382407e-01
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   -3.79263942e-03   1.85308576e-02]
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[[ 0.59992453]
 [ 1.50030859]
 [ 0.27483464]
 [ 0.85593005]
 [-2.62247194]
 [-0.27694104]
 [-1.55123518]
 [ 0.04689696]
 [ 0.66465681]
 [ 0.87500533]]
Progress: 25.2% ... Training loss: 0.294 ... Validation loss: 0.457[[  1.62235688e-01   2.05922048e-01  -1.08168970e-01   1.08650144e-01
   -5.15530660e-01  -7.13927355e-02  -5.77468332e-02   1.23226700e-01
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   -1.82611173e-02  -8.98198365e-02]
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 [  1.43345620e-01  -1.73365316e-01  -1.40713913e-01   2.21502956e-03
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 [ -1.04191593e-01  -4.76455586e-02   1.21316067e-01   1.09455743e-01
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    1.85204847e-01  -2.81610148e-03]
 [  3.05198440e-03  -1.71118917e-01   2.05309703e-01  -2.39008161e-01
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[[ 0.60839617]
 [ 1.50535909]
 [ 0.28261405]
 [ 0.86501507]
 [-2.61696055]
 [-0.26821636]
 [-1.53943485]
 [ 0.05531311]
 [ 0.67588205]
 [ 0.8834168 ]]
Progress: 25.3% ... Training loss: 0.293 ... Validation loss: 0.461[[  1.62562042e-01   2.06208899e-01  -1.08111773e-01   1.09105205e-01
   -5.15742809e-01  -7.14670577e-02  -5.78187833e-02   1.23255292e-01
   -6.51635711e-02   1.88612229e-01]
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 [  1.77297899e-01   5.00151165e-01   1.47211661e-02   1.71667669e-02
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    6.77311857e-02   2.89183851e-01]
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 [ -8.61199884e-03   1.41667363e-01  -1.45911777e-01   4.41633698e-02
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   -1.84997178e-01  -3.94280691e-03]
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   -1.72717899e-01  -2.13967727e-01]
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 [  4.93263613e-02   1.47552764e-01   2.53908113e-01   2.54262478e-01
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   -3.49555866e-02   4.85995435e-02]
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   -2.72694749e-01  -9.07072740e-02]
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   -2.07090530e-01   3.26549379e-02]
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   -1.64798056e-01  -2.20367544e-01]
 [  1.42725370e-01  -1.75170538e-01  -1.41042455e-01   1.32831305e-03
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 [ -1.20649107e-01   1.14401160e-01   2.59257803e-01  -2.11207745e-02
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   -1.20829021e-01  -6.38762330e-02]
 [ -3.54186996e-01   5.84531413e-02   1.01089504e-02  -3.66929502e-02
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   -9.63033194e-02   6.86944561e-02]
 [  1.47713366e-01   7.43597216e-02  -2.37082594e-01  -9.02333679e-02
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   -2.39908043e-03  -1.90297868e-01]
 [  2.12484968e-01  -1.54008636e-01   6.32986041e-02  -2.19996181e-02
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    1.13235199e-01  -1.78858804e-01]
 [ -1.04397508e-01  -4.81594362e-02   1.21241348e-01   1.09155804e-01
    4.40871341e-02  -1.12574148e-01   2.44781912e-01  -7.74420191e-02
    1.84915778e-01  -3.11837206e-03]
 [  4.03524163e-03  -1.68913078e-01   2.05704158e-01  -2.37507019e-01
    3.84313321e-02   1.12633535e-01   4.87381662e-02  -1.15165499e-01
    2.61603809e-02   2.29454144e-01]]
[[ 0.61092261]
 [ 1.50935978]
 [ 0.28596108]
 [ 0.86535965]
 [-2.61789436]
 [-0.267959  ]
 [-1.54320271]
 [ 0.05819993]
 [ 0.67949258]
 [ 0.88749353]]
Progress: 25.4% ... Training loss: 0.294 ... Validation loss: 0.460[[  1.65252649e-01   2.12951678e-01  -1.06755751e-01   1.13378868e-01
   -5.28877165e-01  -7.28062842e-02  -6.45889757e-02   1.23542627e-01
   -6.18425727e-02   1.92476441e-01]
 [  1.24112392e-02   1.58384524e-01  -2.05845031e-02   3.94683484e-02
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    1.37574600e-01  -3.14116081e-02]
 [  1.80623554e-01   5.09133818e-01   1.64474714e-02   2.23832638e-02
    2.43294204e-01  -3.59885133e-02  -5.89909021e-01  -3.74470961e-02
    7.18509994e-02   2.93923146e-01]
 [ -1.47288224e-02  -3.06108176e-01  -2.33553924e-01   4.66176406e-02
    1.64167555e-03   1.60648281e-01   1.39760570e-01   5.65366228e-02
    2.82165892e-02   1.42824615e-01]
 [ -7.70485249e-03   1.43656308e-01  -1.45545023e-01   4.54375096e-02
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   -1.83900859e-01  -2.79909361e-03]
 [ -3.59022014e-01  -4.38876918e-01  -2.88361631e-01   1.63420935e-01
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   -3.93842712e-03   1.82673826e-02]
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   -2.01420502e-02  -1.28432134e-01]
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   -1.72125616e-01  -2.13210504e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.35543264e-01  -2.23717526e-01   1.13104542e-01   2.58862257e-01
   -9.56309276e-02  -7.88345216e-02  -4.42796312e-02  -2.56194364e-01
   -2.24393202e-01  -2.06930492e-02]
 [  1.12075315e-01  -1.01383370e-01  -1.92108855e-02   1.21119948e-01
   -1.41198160e-02  -8.72282899e-02   1.60515293e-01   3.75712488e-03
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 [  4.09531385e-02  -5.16888653e-02  -2.09569796e-01   1.53884117e-01
   -5.44570101e-02   8.44533229e-02  -7.90568447e-02  -1.95550678e-02
   -8.83651001e-02   2.37445111e-04]
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 [ -7.19625860e-02  -4.17913493e-02   2.75084551e-01   9.46706017e-02
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 [  5.50361755e-02  -2.58183364e-02   8.78837258e-02   8.96476173e-02
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   -3.05869170e-02  -6.39821404e-02]
 [  7.21151477e-03  -1.52720977e-01  -2.91017186e-01  -5.07089941e-02
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 [  5.17909297e-02  -2.15461824e-03  -1.16507135e-01   4.53124150e-02
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   -1.60818524e-01  -5.87395112e-02]
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 [  1.08618023e-01   7.53966287e-02  -4.74082146e-02  -1.02002052e-01
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 [ -9.87111685e-02   5.99514404e-03  -1.52822229e-02   2.29338414e-02
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   -1.80391393e-01  -3.72565766e-01]
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 [  1.17848527e-02  -4.18786654e-01  -4.28830194e-02  -1.07491586e-01
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   -3.63119225e-01  -2.17342277e-01]
 [ -1.60198348e-01  -5.53712940e-01  -5.29192274e-03  -1.91484811e-01
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   -5.86799019e-02   9.27576997e-02]
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   -8.30094253e-02  -1.28124125e-01]
 [ -1.92699440e-01  -2.58015238e-01   2.55293916e-01  -2.30967802e-01
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   -2.46861022e-01  -1.70168238e-02]
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   -4.62179353e-03  -1.12742617e-01]
 [  1.14324868e-01   2.44438303e-01   1.65353874e-01  -8.68650935e-02
   -9.17440523e-02   4.85250030e-02  -1.51925231e-01   2.83664628e-01
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 [  3.51328334e-01   3.16339027e-01  -8.25297277e-02   3.17637773e-01
   -8.98203164e-01  -2.88429986e-01  -4.77537152e-01   1.77983537e-01
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 [  4.88838270e-02   1.46582222e-01   2.53705108e-01   2.53640056e-01
   -6.71018895e-02  -1.96596419e-01  -1.84739760e-01  -1.32761797e-01
   -1.37622814e-01  -2.85038898e-01]
 [  2.62611721e-02  -4.91463801e-02  -1.17047344e-01  -5.04750182e-02
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 [  2.48666986e-03  -4.98949009e-02  -6.57380393e-02  -4.77460084e-02
   -2.58097778e-02  -1.77088696e-01   8.43354463e-02   1.03552224e-02
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 [  2.67063027e-02   6.22476872e-02   2.43578975e-01   7.11825653e-02
   -2.17001621e-01  -1.33480227e-01   1.20576576e-01   3.95043330e-02
   -1.88066405e-01   1.05602969e-01]
 [  7.25643660e-02   3.01403912e-02   1.08350167e-01   9.55953578e-03
   -2.43699221e-01   6.87486346e-02   6.66115748e-02  -2.70540191e-01
   -1.56659476e-02  -8.64177268e-02]
 [ -1.46342090e-02   7.74681227e-02   8.32491248e-02  -3.36522995e-02
   -2.27890054e-02   1.82635547e-01   1.10668213e-01   1.18313692e-01
   -2.42661170e-02   1.70129166e-01]
 [  2.15733249e-01   5.09923447e-02   2.65184135e-02   7.49704720e-02
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   -5.93285771e-02  -2.56582554e-02]
 [  3.75384575e-02  -2.86745072e-02   1.48194732e-02   3.44798876e-02
   -3.85161742e-01  -1.20925661e-01  -1.91172139e-01   4.08996407e-02
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 [  4.01299395e-02   5.25179927e-01   1.19634932e-01   4.06912088e-01
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 [  2.58828841e-01   2.99583092e-01   2.46443847e-01   1.45795193e-01
   -4.07294820e-01   8.07152287e-02  -2.09971763e-01   1.62757603e-01
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   -3.44822601e-02   4.91154808e-02]
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   -2.72789830e-01  -9.08356265e-02]
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   -2.07073725e-01   3.26747968e-02]
 [  1.11849801e-02  -3.72290887e-01  -1.26925489e-01  -1.61193106e-01
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   -1.64705909e-01  -2.20247775e-01]
 [  1.42693764e-01  -1.74567259e-01  -1.41001211e-01   1.52907033e-03
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 [ -1.21154157e-01   1.13099942e-01   2.59070889e-01  -2.16444661e-02
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   -1.21227461e-01  -6.45445474e-02]
 [ -3.53036142e-01   6.08380124e-02   1.06432815e-02  -3.51615927e-02
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   -9.50418331e-02   7.02282785e-02]
 [  1.47360321e-01   7.32428108e-02  -2.37275962e-01  -9.08357639e-02
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   -2.84001990e-03  -1.90910134e-01]
 [  2.12706634e-01  -1.53423122e-01   6.34287735e-02  -2.15086148e-02
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    1.13511221e-01  -1.78358836e-01]
 [ -1.05306338e-01  -5.02863466e-02   1.20825068e-01   1.07891055e-01
    4.75973719e-02  -1.12209769e-01   2.46928254e-01  -7.75270266e-02
    1.83923599e-01  -4.44941921e-03]
 [  6.10367674e-03  -1.64291468e-01   2.06685820e-01  -2.34415268e-01
    2.84702767e-02   1.11681810e-01   4.36402447e-02  -1.14972321e-01
    2.85941008e-02   2.32333880e-01]]
[[ 0.61997363]
 [ 1.52031565]
 [ 0.29296   ]
 [ 0.87205804]
 [-2.61357187]
 [-0.26071144]
 [-1.54155635]
 [ 0.06600982]
 [ 0.68648562]
 [ 0.89856109]]
Progress: 25.4% ... Training loss: 0.302 ... Validation loss: 0.463[[  1.60424582e-01   2.01344007e-01  -1.09078318e-01   1.06096112e-01
   -5.07152112e-01  -7.06322398e-02  -5.34692779e-02   1.23001917e-01
   -6.71870779e-02   1.85684542e-01]
 [  1.22583369e-02   1.58117806e-01  -2.06460498e-02   3.92534884e-02
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    1.37407764e-01  -3.16139154e-02]
 [  1.76946171e-01   5.00493105e-01   1.45294206e-02   1.60875047e-02
    2.60839025e-01  -3.42756650e-02  -5.82805602e-01  -3.78891990e-02
    6.77292031e-02   2.88792173e-01]
 [ -1.52997650e-02  -3.07147196e-01  -2.33735655e-01   4.64897768e-02
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    2.77032386e-02   1.42041490e-01]
 [ -3.69331695e-03   1.52374306e-01  -1.43325348e-01   5.19054416e-02
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   -1.78974751e-01   3.29484590e-03]
 [ -3.60884734e-01  -4.43027096e-01  -2.89255410e-01   1.60866165e-01
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   -6.09263700e-03   1.54645100e-02]
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   -5.46532605e-03  -7.11292381e-02   1.76562057e-01  -1.90113763e-01
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 [ -1.06219702e-01  -5.23157934e-02   1.20398852e-01   1.06642144e-01
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 [  3.82112638e-03  -1.68942549e-01   2.05540708e-01  -2.37726429e-01
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[[ 0.59217133]
 [ 1.49868301]
 [ 0.26666156]
 [ 0.84573651]
 [-2.64070665]
 [-0.28468919]
 [-1.56735058]
 [ 0.04033561]
 [ 0.65769379]
 [ 0.86851497]]
Progress: 25.4% ... Training loss: 0.300 ... Validation loss: 0.460[[  1.63302305e-01   2.08209300e-01  -1.07654891e-01   1.10388527e-01
   -5.18712040e-01  -7.19460958e-02  -6.08682276e-02   1.23219377e-01
   -6.38387358e-02   1.89931484e-01]
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 [  1.76815249e-01   5.02428837e-01   1.44341655e-02   1.53973575e-02
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 [ -4.87737137e-03   1.50384689e-01  -1.43980948e-01   4.99190644e-02
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   -1.74149897e-01  -2.15808385e-01]
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   -1.80388500e-01  -3.72663144e-01]
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   -1.58056586e-02  -8.65626154e-02]
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 [  2.14963644e-01   4.91576842e-02   2.61523391e-02   7.37707117e-02
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   -6.02428627e-02  -2.68848282e-02]
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 [  2.58822153e-01   2.99859952e-01   2.46439830e-01   1.45826286e-01
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 [  1.42547327e-01  -1.76820326e-01  -1.41246757e-01   1.06691242e-03
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 [ -1.21454822e-01   1.12287973e-01   2.58946253e-01  -2.18973885e-02
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   -1.21489272e-01  -6.48063627e-02]
 [ -3.52932329e-01   6.05293116e-02   1.06546484e-02  -3.51441036e-02
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   -9.49623378e-02   7.03422187e-02]
 [  1.47897206e-01   7.49361664e-02  -2.36929998e-01  -8.98321134e-02
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   -2.04086806e-03  -1.89946946e-01]
 [  2.11892388e-01  -1.55571750e-01   6.31107627e-02  -2.27241234e-02
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 [ -1.04763645e-01  -4.90123770e-02   1.21113967e-01   1.08844041e-01
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    1.84519306e-01  -3.72542108e-03]
 [  3.65057314e-03  -1.69514309e-01   2.05460409e-01  -2.38009774e-01
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    2.58169916e-02   2.29166953e-01]]
[[ 0.61177081]
 [ 1.51555433]
 [ 0.28293662]
 [ 0.86782594]
 [-2.62868535]
 [-0.26886452]
 [-1.54896362]
 [ 0.05835637]
 [ 0.6804198 ]
 [ 0.89001681]]
Progress: 25.5% ... Training loss: 0.293 ... Validation loss: 0.460[[  1.62661823e-01   2.07258046e-01  -1.07969044e-01   1.09405559e-01
   -5.15354031e-01  -7.16000809e-02  -5.91944822e-02   1.23159693e-01
   -6.45215208e-02   1.88534407e-01]
 [  1.22531236e-02   1.58105388e-01  -2.06597183e-02   3.92480978e-02
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    1.37451040e-01  -3.16194609e-02]
 [  1.78409619e-01   5.07229955e-01   1.50244982e-02   1.74050123e-02
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    6.87841515e-02   2.89926908e-01]
 [ -1.09268441e-02  -2.98801066e-01  -2.31549596e-01   5.32678991e-02
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    3.25425538e-02   1.48820299e-01]
 [ -4.45400609e-03   1.50912899e-01  -1.43659985e-01   5.03916754e-02
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   -1.79849185e-01   1.65550180e-03]
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   -5.96996265e-03   1.55646035e-02]
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 [  7.13731925e-02  -3.07160183e-01   9.58276165e-02   4.77201703e-02
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   -2.01190447e-02  -1.28212256e-01]
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   -1.74532539e-01  -2.16303219e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -2.25113088e-01  -2.17781807e-02]
 [  1.12300029e-01  -1.01243457e-01  -1.91214554e-02   1.21483463e-01
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   -4.55536287e-02   8.52856602e-02  -7.44854183e-02  -1.97388301e-02
   -9.04439618e-02  -2.44877673e-03]
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 [  5.44328422e-02  -2.71135871e-02   8.74770096e-02   8.85088072e-02
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   -3.13893485e-02  -6.52094277e-02]
 [  5.82076035e-03  -1.55970160e-01  -2.91841365e-01  -5.30770420e-02
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 [  5.18181417e-02  -2.42280246e-03  -1.16410324e-01   4.54956743e-02
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   -1.80750037e-01  -3.73124151e-01]
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 [  1.16424180e-02  -4.19426439e-01  -4.29332341e-02  -1.07662349e-01
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   -3.63263465e-01  -2.17561902e-01]
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   -8.29402323e-02  -1.28047293e-01]
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   -2.48877087e-01  -1.95433337e-02]
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   -4.30518621e-03  -1.12368548e-01]
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 [  3.50839845e-01   3.14945723e-01  -8.27397078e-02   3.17058655e-01
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 [  4.92612141e-02   1.47337390e-01   2.53886474e-01   2.54197194e-01
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 [  2.52600556e-02  -5.16619212e-02  -1.17528577e-01  -5.19304409e-02
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   -1.87263863e-01   1.06482925e-01]
 [  7.17649255e-02   2.86222607e-02   1.07951811e-01   8.28794496e-03
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   -1.66966627e-02  -8.76442939e-02]
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   -2.41081573e-02   1.70297120e-01]
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   -5.97107405e-02  -2.62466961e-02]
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   -2.06565779e-01   3.33098793e-02]
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   -1.64802836e-01  -2.20394263e-01]
 [  1.41294440e-01  -1.79730270e-01  -1.41773579e-01  -5.60634792e-04
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 [ -1.21633590e-01   1.11542578e-01   2.58852864e-01  -2.22026710e-02
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   -1.21605302e-01  -6.51334713e-02]
 [ -3.52870661e-01   6.05023126e-02   1.06913412e-02  -3.51807040e-02
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   -9.49115967e-02   7.01903180e-02]
 [  1.47243405e-01   7.34346376e-02  -2.37215991e-01  -9.07844667e-02
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   -2.76975672e-03  -1.90902035e-01]
 [  2.11783542e-01  -1.55837833e-01   6.30555242e-02  -2.28915567e-02
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    1.12450404e-01  -1.79732804e-01]
 [ -1.04963832e-01  -4.96190579e-02   1.21004071e-01   1.08457477e-01
    4.58887807e-02  -1.12460042e-01   2.46161326e-01  -7.75386166e-02
    1.84234309e-01  -4.05987150e-03]
 [  5.02405181e-03  -1.66040954e-01   2.06015801e-01  -2.35826062e-01
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    2.74623819e-02   2.31013097e-01]]
[[ 0.60953461]
 [ 1.51480594]
 [ 0.28291143]
 [ 0.86451982]
 [-2.63163385]
 [-0.27032677]
 [-1.55405965]
 [ 0.0568867 ]
 [ 0.67682392]
 [ 0.89039209]]
Progress: 25.6% ... Training loss: 0.292 ... Validation loss: 0.456[[  1.63084521e-01   2.08439426e-01  -1.07699418e-01   1.10199593e-01
   -5.16312419e-01  -7.18740195e-02  -6.00833915e-02   1.23218097e-01
   -6.37934086e-02   1.89232026e-01]
 [  1.22095918e-02   1.58021991e-01  -2.06795409e-02   3.91938716e-02
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    1.37402770e-01  -3.16550140e-02]
 [  1.79283573e-01   5.12638242e-01   1.55229633e-02   1.84823058e-02
    2.53768452e-01  -3.49750457e-02  -5.91676938e-01  -3.76639267e-02
    6.98182050e-02   2.91134096e-01]
 [ -8.28392666e-03  -2.94225118e-01  -2.30269112e-01   5.71070098e-02
   -2.67044663e-02   1.57456574e-01   1.26571186e-01   5.70996830e-02
    3.54767322e-02   1.52989621e-01]
 [ -6.98597019e-03   1.45641885e-01  -1.44889316e-01   4.68522399e-02
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   -1.82458202e-01  -2.49664021e-03]
 [ -3.61832013e-01  -4.48330542e-01  -2.89598651e-01   1.60287168e-01
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   -6.73613295e-03   1.44780174e-02]
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   -9.77615273e-03  -7.15456069e-02   1.73316424e-01  -1.90038442e-01
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 [  7.23391765e-02  -3.04904196e-01   9.63824554e-02   4.93771969e-02
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   -2.09465235e-02  -1.29255699e-01]
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   -1.74107123e-01  -2.15706666e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.37168705e-01  -2.28743901e-01   1.12328394e-01   2.56872166e-01
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   -2.26158763e-01  -2.32482269e-02]
 [  1.12402983e-01  -1.01645875e-01  -1.90089360e-02   1.21898804e-01
   -1.54517404e-02  -8.74873134e-02   1.60727402e-01   3.78944303e-03
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 [  3.95374646e-02  -5.52416975e-02  -2.10174105e-01   1.51999763e-01
   -4.75962555e-02   8.50245426e-02  -7.54697486e-02  -1.96847593e-02
   -8.97911895e-02  -1.58755016e-03]
 [ -1.25592982e-01  -7.27177517e-02  -2.05124499e-01   1.49503501e-01
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 [ -7.26812701e-02  -4.31323527e-02   2.74704437e-01   9.36940902e-02
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 [  5.48665292e-02  -2.59673124e-02   8.76943327e-02   8.91923440e-02
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   -3.08486855e-02  -6.44944213e-02]
 [  6.43719618e-03  -1.54227994e-01  -2.91505995e-01  -5.20596592e-02
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 [  5.15792320e-02  -3.03691978e-03  -1.16518316e-01   4.51467498e-02
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   -1.60826149e-01  -5.89300611e-02]
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 [  1.08497529e-01   7.49790460e-02  -4.74692442e-02  -1.02148028e-01
   -9.75110787e-02  -3.29541663e-01   1.11831648e-01   8.61286189e-03
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   -2.83118130e-01  -7.13095924e-03  -2.11472140e-02  -2.31214411e-02
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   -1.80526674e-01  -3.72843980e-01]
 [ -1.71237713e-02  -3.66295627e-01  -3.02320728e-02  -7.51487295e-02
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    2.73388534e-02  -3.83183159e-01]
 [  1.20094675e-02  -4.18895599e-01  -4.27831898e-02  -1.07135401e-01
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   -3.62857327e-01  -2.17058518e-01]
 [ -1.61039807e-01  -5.55853171e-01  -5.68100118e-03  -1.92599559e-01
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   -5.95351809e-02   9.17767294e-02]
 [ -2.83834089e-01  -3.63823718e-01   5.86231207e-02  -3.96192004e-02
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   -8.29624635e-02  -1.28077392e-01]
 [ -1.94388765e-01  -2.62494005e-01   2.54575896e-01  -2.33165555e-01
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   -2.48597353e-01  -1.91671486e-02]
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   -4.60435886e-03  -1.12772188e-01]
 [  1.14696029e-01   2.44805368e-01   1.65468171e-01  -8.63995047e-02
   -9.27770669e-02   4.83911914e-02  -1.52789169e-01   2.83667194e-01
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 [  3.51446939e-01   3.16311583e-01  -8.24862962e-02   3.17869072e-01
   -8.97030134e-01  -2.88533149e-01  -4.77780173e-01   1.77934808e-01
    3.82749858e-01  -3.32704504e-02]
 [  4.91785975e-02   1.47136263e-01   2.53847364e-01   2.54090709e-01
   -6.83389188e-02  -1.96743986e-01  -1.85470684e-01  -1.32733915e-01
   -1.37274095e-01  -2.84628357e-01]
 [  2.61431734e-02  -4.97535301e-02  -1.17102892e-01  -5.06509533e-02
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 [  1.58996239e-03  -5.19303228e-02  -6.61567069e-02  -4.89748046e-02
   -2.22332021e-02  -1.76733327e-01   8.64706024e-02   1.02757146e-02
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 [  2.71316127e-02   6.32497993e-02   2.43651393e-01   7.17858789e-02
   -2.18952984e-01  -1.33649271e-01   1.19341433e-01   3.95409355e-02
   -1.87569038e-01   1.06038937e-01]
 [  7.16241151e-02   2.84899355e-02   1.07923942e-01   8.16980176e-03
   -2.39596717e-01   6.91355784e-02   6.87825817e-02  -2.70654206e-01
   -1.67723368e-02  -8.78625049e-02]
 [ -1.47761188e-02   7.76631978e-02   8.31635381e-02  -3.38977109e-02
   -2.27490901e-02   1.82715309e-01   1.10908686e-01   1.18301281e-01
   -2.45174424e-02   1.69841185e-01]
 [  2.15736043e-01   5.11237175e-02   2.65629025e-02   7.51060838e-02
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   -5.92158575e-02  -2.55226231e-02]
 [  3.79375181e-02  -2.73806681e-02   1.50199283e-02   3.51020813e-02
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 [  4.08755815e-02   5.26510304e-01   1.19983652e-01   4.07660452e-01
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   -8.46738341e-01  -8.31288789e-02  -4.49480910e-01   1.50795049e-01
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 [  2.58220047e-01   2.98457832e-01   2.46172539e-01   1.44980828e-01
   -4.05192871e-01   8.09314824e-02  -2.08746359e-01   1.62690991e-01
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 [ -7.51117083e-02   2.12736523e-01   2.41011229e-01   1.38105181e-02
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   -3.51474023e-02   4.81952799e-02]
 [ -9.58593399e-02  -3.07819822e-03   2.59966306e-02   9.62185481e-02
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   -2.72579772e-01  -9.05053114e-02]
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   -2.06512001e-01   3.33698387e-02]
 [  1.10453302e-02  -3.72852062e-01  -1.27005524e-01  -1.61432070e-01
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   -1.64884980e-01  -2.20495706e-01]
 [  1.42228277e-01  -1.77358506e-01  -1.41316947e-01   8.57455001e-04
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 [ -1.20840788e-01   1.12853926e-01   2.59250439e-01  -2.09440650e-02
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   -1.20603642e-01  -6.38910435e-02]
 [ -3.53004190e-01   6.01799561e-02   1.06525031e-02  -3.51642921e-02
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   -9.49637309e-02   7.02190081e-02]
 [  1.46687135e-01   7.20091606e-02  -2.37469266e-01  -9.15494712e-02
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   -3.34186427e-03  -1.91718919e-01]
 [  2.11846910e-01  -1.55757812e-01   6.31347843e-02  -2.27456088e-02
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 [ -1.05813024e-01  -5.14120636e-02   1.20640561e-01   1.07325762e-01
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    1.83291541e-01  -5.30039984e-03]
 [  5.24369739e-03  -1.66246927e-01   2.06114519e-01  -2.35467752e-01
    2.92910557e-02   1.12004350e-01   4.57772056e-02  -1.15076747e-01
    2.77499426e-02   2.31155148e-01]]
[[ 0.61451309]
 [ 1.51599978]
 [ 0.28454208]
 [ 0.86617182]
 [-2.62635782]
 [-0.26633297]
 [-1.55142887]
 [ 0.06066654]
 [ 0.68103684]
 [ 0.89440416]]
Progress: 25.6% ... Training loss: 0.294 ... Validation loss: 0.459[[  1.61780946e-01   2.04638903e-01  -1.08257475e-01   1.08537377e-01
   -5.12044851e-01  -7.12678538e-02  -5.60975262e-02   1.23090534e-01
   -6.51017008e-02   1.87468089e-01]
 [  1.25847881e-02   1.58919756e-01  -2.04595043e-02   3.98336363e-02
    1.02553008e-01  -5.09500798e-03   3.09111718e-01   4.11615447e-02
    1.37894676e-01  -3.10850525e-02]
 [  1.76128187e-01   5.07341423e-01   1.41825327e-02   1.38756041e-02
    2.66358480e-01  -3.34347905e-02  -5.86095750e-01  -3.79749915e-02
    6.63984071e-02   2.86813696e-01]
 [ -9.97156680e-03  -2.97933666e-01  -2.31011508e-01   5.46664046e-02
   -1.78001456e-02   1.58133599e-01   1.30779123e-01   5.69204152e-02
    3.36046293e-02   1.50873716e-01]
 [ -1.27686677e-02   1.32752753e-01  -1.47420802e-01   3.86837955e-02
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   -1.88529417e-01  -1.08665007e-02]
 [ -3.61314360e-01  -4.48326319e-01  -2.89321322e-01   1.61243135e-01
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   -6.07419937e-03   1.51640831e-02]
 [ -3.90232467e-03  -1.88396340e-01   9.65229967e-03   9.07338916e-02
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[[ 0.60374143]
 [ 1.50332533]
 [ 0.27594566]
 [ 0.85501003]
 [-2.63668246]
 [-0.27520504]
 [-1.55904456]
 [ 0.05222239]
 [ 0.67078862]
 [ 0.88161695]]
Progress: 25.6% ... Training loss: 0.293 ... Validation loss: 0.460[[ 0.16494743  0.21146782 -0.10690025  0.11267569 -0.52376957 -0.07264979
  -0.06356119  0.12335799 -0.06168742  0.19169399]
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 [ 0.17571708  0.50644799  0.0137945   0.01272223  0.27075289 -0.03313649
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 [ 0.006868   -0.15332338 -0.29133723 -0.05148451  0.20650019 -0.09090529
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 [ 0.05117557 -0.00462351 -0.11667834  0.0444861  -0.08892108  0.3225142
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 [ 0.10818693  0.07411249 -0.04759559 -0.10260432 -0.09599906 -0.32940891
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 [-0.02912457 -0.07184277 -0.07427549 -0.12638936  0.52842088  0.27584617
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 [ 0.01269275 -0.41844279 -0.04244676 -0.10603406  0.67470952  0.02332267
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 [-0.19527213 -0.26471039  0.25417563 -0.23438416  0.63630248 -0.04689712
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 [ 0.11524415  0.24607536  0.1657135  -0.08561273 -0.09529917  0.04814512
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   0.08539249  0.0103081   0.03914981  0.00919889]
 [ 0.02856749  0.06696908  0.24432459  0.07391054 -0.22525172 -0.13431141
   0.1155472   0.03967707 -0.18591619  0.10809258]
 [ 0.07149794  0.028181    0.1078571   0.00797244 -0.23885503  0.06918476
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   0.11102223  0.11829019 -0.02460557  0.16971026]
 [ 0.21524207  0.05005785  0.02636143  0.07436247  0.07151092 -0.02037043
  -0.14476513  0.14803937 -0.05981174 -0.02623793]
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  -0.19191727  0.04091165  0.11539951  0.18880547]
 [ 0.04207967  0.52837967  0.12058767  0.40939367 -1.07821783 -0.30481412
  -0.62283022 -0.07279662  0.28460222  0.33114123]
 [ 0.17542363  0.50458412  0.06278098  0.41428012 -0.8390551  -0.08222765
  -0.44458804  0.1506138   0.20181894  0.48276295]
 [ 0.25802829  0.29798078  0.24606565  0.1446857  -0.40443901  0.08101519
  -0.20825202  0.16266826  0.23779794  0.07642939]
 [-0.07491047  0.21333227  0.24111297  0.01411618 -0.02886254  0.13158166
  -0.09267354 -0.01520412 -0.03487978  0.04848558]
 [-0.09618859 -0.00381568  0.02585269  0.09577053 -0.0570903   0.11538802
   0.2537426   0.02045411 -0.27292142 -0.09097068]
 [-0.21879446 -0.01978115 -0.09262956 -0.34275559  0.17766795  0.11940133
   0.09979414  0.10362732 -0.20642451  0.03347472]
 [ 0.01111952 -0.3728188  -0.1269649  -0.16130934  0.37091893  0.02608872
   0.17281307  0.15261088 -0.16479174 -0.22036604]
 [ 0.14288194 -0.17545154 -0.14100849  0.0020896   0.0950885  -0.05976448
   0.01004568 -0.14924578  0.1352353  -0.11308534]
 [-0.12073281  0.11263994  0.25938078 -0.02063984  0.18122085  0.08635115
   0.01265785 -0.29847902 -0.12022693 -0.06359635]
 [-0.35260004  0.06049611  0.0108667  -0.03466115  0.16565753 -0.16978058
  -0.01292049  0.23439775 -0.09454756  0.07059392]
 [ 0.14735282  0.07257217 -0.23713017 -0.09057511  0.12472007 -0.29394653
   0.03224195 -0.16814287 -0.0024716  -0.19068109]
 [ 0.21017926 -0.16007174  0.0623039  -0.0252538   0.08892781 -0.03238083
   0.01206006 -0.13695314  0.11067827 -0.18216489]
 [-0.10501288 -0.049691    0.12101118  0.10841048  0.04602241 -0.11250053
   0.24629024 -0.0775559   0.18410452 -0.00424129]
 [ 0.00303123 -0.17241859  0.20507635 -0.23868607  0.03757848  0.11301755
   0.05229383 -0.11528761  0.02538518  0.22793996]]
[[ 0.60841291]
 [ 1.50800019]
 [ 0.28181274]
 [ 0.86315929]
 [-2.63026283]
 [-0.26976779]
 [-1.5499648 ]
 [ 0.05889704]
 [ 0.67608328]
 [ 0.88893514]]
Progress: 25.7% ... Training loss: 0.293 ... Validation loss: 0.464[[  1.61860357e-01   2.04453628e-01  -1.08382378e-01   1.08018289e-01
   -5.10651454e-01  -7.11938946e-02  -5.62475883e-02   1.23037824e-01
   -6.52157128e-02   1.87238952e-01]
 [  1.22752130e-02   1.57988800e-01  -2.06175063e-02   3.94236153e-02
    1.04190258e-01  -4.94096921e-03   3.09677763e-01   4.11316443e-02
    1.37644227e-01  -3.14269018e-02]
 [  1.74628907e-01   5.05223706e-01   1.30972758e-02   1.02417191e-02
    2.79375700e-01  -3.24446321e-02  -5.84761601e-01  -3.81888606e-02
    6.41073449e-02   2.84008060e-01]
 [ -7.93233298e-03  -2.95588147e-01  -2.29864434e-01   5.80998841e-02
   -2.87281850e-02   1.57214672e-01   1.28117945e-01   5.71044897e-02
    3.64875176e-02   1.54256667e-01]
 [ -1.15664499e-02   1.36337782e-01  -1.46890188e-01   4.04989335e-02
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   -1.87284462e-01  -9.46510852e-03]
 [ -3.61264345e-01  -4.49324504e-01  -2.89265428e-01   1.61564440e-01
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   -5.81392100e-03   1.53209751e-02]
 [ -4.02446254e-03  -1.88311832e-01   9.59488233e-03   9.04439155e-02
   -4.97158681e-03  -7.10451957e-02   1.76726731e-01  -1.90182659e-01
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 [  1.14825536e-01  -2.31526559e-01   3.46909002e-02  -6.59047667e-02
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    8.00302703e-02  -2.09916084e-02]
 [ -1.75299360e-01  -1.11422957e-01  -3.06305874e-01  -2.73602223e-02
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 [  7.07597023e-02  -3.10613900e-01   9.55654597e-02   4.68074286e-02
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 [ -8.54642785e-02   1.93835153e-02  -2.63836598e-03  -1.58648553e-01
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   -2.42731991e-02  -1.33939212e-01]
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   -1.74611691e-01  -2.16688838e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.37471131e-01  -2.30005128e-01   1.12235943e-01   2.56777926e-01
   -9.21892348e-02  -7.82273558e-02  -3.74482920e-02  -2.56396737e-01
   -2.26344918e-01  -2.37266458e-02]
 [  1.13529400e-01  -1.01008412e-01  -1.84222012e-02   1.23735118e-01
   -2.04809775e-02  -8.80596093e-02   1.59762259e-01   3.91191301e-03
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 [  3.95659285e-02  -5.52749943e-02  -2.10201175e-01   1.51853643e-01
   -4.65821739e-02   8.50230424e-02  -7.55984110e-02  -1.96906089e-02
   -8.97691493e-02  -1.55680844e-03]
 [ -1.26026688e-01  -7.37149189e-02  -2.05353100e-01   1.48870575e-01
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 [ -7.31009400e-02  -4.38049431e-02   2.74542596e-01   9.31515626e-02
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 [  5.63038924e-02  -2.28050431e-02   8.84033739e-02   9.13113648e-02
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   -2.91519127e-02  -6.22891719e-02]
 [  6.09010207e-03  -1.54984010e-01  -2.91755738e-01  -5.28028774e-02
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    1.05685973e-01  -3.16768907e-02]
 [  5.05956343e-02  -6.03212096e-03  -1.16951252e-01   4.36234291e-02
   -8.65533294e-02   3.22780908e-01   2.57882640e-01   2.05153753e-01
   -1.61858643e-01  -6.05449742e-02]
 [ -3.17396919e-03  -3.34791432e-02   1.19034910e-01   9.57383735e-02
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 [  1.07859179e-01   7.32761587e-02  -4.77376437e-02  -1.03060699e-01
   -9.43950577e-02  -3.29259680e-01   1.13507496e-01   8.55057939e-03
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 [ -9.96970527e-02   2.79739511e-03  -1.56847550e-02   2.16978460e-02
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 [ -1.40290304e-01  -6.17402599e-02  -1.95290913e-01   2.42240563e-03
   -2.79316410e-01  -6.58035873e-03  -1.78831999e-02  -2.32357161e-02
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 [ -2.91575330e-02  -7.19918952e-02  -7.42728261e-02  -1.26379561e-01
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   -1.80997698e-01  -3.73600520e-01]
 [ -1.74049319e-02  -3.67318188e-01  -3.03742697e-02  -7.55982813e-02
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    2.70376138e-02  -3.83665078e-01]
 [  1.27380499e-02  -4.18380795e-01  -4.24262042e-02  -1.05970642e-01
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   -3.61975603e-01  -2.15942649e-01]
 [ -1.60871818e-01  -5.55871072e-01  -5.58174982e-03  -1.92276847e-01
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   -5.92804702e-02   9.21348547e-02]
 [ -2.83242379e-01  -3.62917159e-01   5.89634325e-02  -3.85622846e-02
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   -8.21401276e-02  -1.27113862e-01]
 [ -1.95227022e-01  -2.65015180e-01   2.54215531e-01  -2.34255121e-01
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   -2.49480974e-01  -2.01957097e-02]
 [ -1.23838983e-01  -2.01831318e-01  -1.78283622e-01  -9.49248192e-02
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   -4.47553357e-03  -1.12640120e-01]
 [  1.14246246e-01   2.43558439e-01   1.65253855e-01  -8.70920279e-02
   -9.09072823e-02   4.86012176e-02  -1.51787178e-01   2.83620484e-01
    7.78478707e-02   1.78928928e-01]
 [  3.49028391e-01   3.10748958e-01  -8.37325797e-02   3.14021194e-01
   -8.87116411e-01  -2.87321726e-01  -4.71559389e-01   1.77689058e-01
    3.80043216e-01  -3.70236342e-02]
 [  4.86951572e-02   1.45978975e-01   2.53633095e-01   2.53379570e-01
   -6.62715097e-02  -1.96549718e-01  -1.84186006e-01  -1.32781610e-01
   -1.37809197e-01  -2.85360818e-01]
 [  2.63739849e-02  -4.94591028e-02  -1.17003777e-01  -5.03295343e-02
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 [  1.61448431e-03  -5.18498159e-02  -6.61716450e-02  -4.90110514e-02
   -2.23234509e-02  -1.76737731e-01   8.64053498e-02   1.02633324e-02
    3.86354130e-02   8.52578887e-03]
 [  2.86414143e-02   6.71604275e-02   2.44354777e-01   7.40210959e-02
   -2.25550700e-01  -1.34343382e-01   1.15370687e-01   3.96848045e-02
   -1.85826893e-01   1.08192105e-01]
 [  7.14547968e-02   2.80723704e-02   1.07837942e-01   7.90969634e-03
   -2.38686758e-01   6.92046079e-02   6.94659573e-02  -2.70671924e-01
   -1.69505580e-02  -8.81271604e-02]
 [ -1.47220828e-02   7.78383365e-02   8.31830175e-02  -3.39258360e-02
   -2.28592797e-02   1.82717043e-01   1.10765682e-01   1.18293396e-01
   -2.45042445e-02   1.69848250e-01]
 [  2.15310460e-01   5.01526013e-02   2.63916462e-02   7.44537281e-02
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   -5.97277071e-02  -2.61418598e-02]
 [  3.76319114e-02  -2.79168814e-02   1.48742362e-02   3.46825040e-02
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    1.15250943e-01   1.88578936e-01]
 [  4.22460162e-02   5.28658339e-01   1.20675359e-01   4.09631437e-01
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   -8.34344564e-01  -8.17137128e-02  -4.42316475e-01   1.50497075e-01
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 [  2.57242504e-01   2.96056809e-01   2.45715901e-01   1.43575684e-01
   -4.01150569e-01   8.13579091e-02  -2.06373088e-01   1.62590578e-01
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 [ -7.50270451e-02   2.13141551e-01   2.41059357e-01   1.39798317e-02
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   -3.49963660e-02   4.83211607e-02]
 [ -9.65719446e-02  -4.74530375e-03   2.56887488e-02   9.52424051e-02
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   -2.73341650e-01  -9.15403313e-02]
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   -2.06171692e-01   3.38102578e-02]
 [  1.10511640e-02  -3.72947685e-01  -1.26997295e-01  -1.61408807e-01
    3.71202139e-01   2.61196656e-02   1.72963914e-01   1.52604055e-01
   -1.64869416e-01  -2.20468860e-01]
 [  1.43010806e-01  -1.76020175e-01  -1.41022910e-01   2.15072022e-03
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 [ -1.21359067e-01   1.11209923e-01   2.59088313e-01  -2.15390523e-02
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   -1.20899323e-01  -6.45319400e-02]
 [ -3.52777767e-01   5.97937283e-02   1.07795632e-02  -3.48793415e-02
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   -9.47149476e-02   7.03279738e-02]
 [  1.46608004e-01   7.05095485e-02  -2.37454045e-01  -9.16663410e-02
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   -3.27482158e-03  -1.91795807e-01]
 [  2.09601074e-01  -1.61573683e-01   6.20391846e-02  -2.60456962e-02
    9.10733317e-02  -3.21429397e-02   1.37927681e-02  -1.37005605e-01
    1.10048212e-01  -1.83009210e-01]
 [ -1.05207733e-01  -5.01720669e-02   1.20958039e-01   1.08221931e-01
    4.68053405e-02  -1.12428868e-01   2.46806564e-01  -7.75681825e-02
    1.83867575e-01  -4.45907146e-03]
 [  9.46659192e-04  -1.76884537e-01   2.04127603e-01  -2.41670801e-01
    4.51480077e-02   1.13969499e-01   5.74085722e-02  -1.15495302e-01
    2.32205618e-02   2.25204248e-01]]
[[ 0.59147205]
 [ 1.49306262]
 [ 0.26603461]
 [ 0.84701106]
 [-2.63986866]
 [-0.28318412]
 [-1.56215723]
 [ 0.04375095]
 [ 0.65822535]
 [ 0.87175212]]
Progress: 25.8% ... Training loss: 0.299 ... Validation loss: 0.469[[  1.64104137e-01   2.10203702e-01  -1.07366247e-01   1.11360527e-01
   -5.20247462e-01  -7.22969953e-02  -6.18335635e-02   1.23218412e-01
   -6.26728641e-02   1.90640049e-01]
 [  1.23818921e-02   1.58195405e-01  -2.05696702e-02   3.95740652e-02
    1.03900016e-01  -4.99194432e-03   3.09437554e-01   4.11395387e-02
    1.37754783e-01  -3.12763666e-02]
 [  1.75704093e-01   5.09216539e-01   1.34927407e-02   1.13715362e-02
    2.77352217e-01  -3.28240367e-02  -5.88389333e-01  -3.81209727e-02
    6.50931285e-02   2.85217901e-01]
 [ -9.29671579e-03  -2.98177610e-01  -2.30406822e-01   5.64544528e-02
   -2.22372498e-02   1.57723420e-01   1.30139823e-01   5.70083401e-02
    3.52930130e-02   1.52723543e-01]
 [ -8.73339608e-03   1.42740935e-01  -1.45571169e-01   4.46486553e-02
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   -1.84091766e-01  -5.27242357e-03]
 [ -3.59960715e-01  -4.46907370e-01  -2.88640224e-01   1.63638771e-01
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   -4.24532801e-03   1.73683087e-02]
 [ -2.71780085e-03  -1.85045456e-01   1.01682965e-02   9.22298494e-02
   -1.04943089e-02  -7.16177303e-02   1.73441923e-01  -1.90088134e-01
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 [  2.86387701e-03  -1.72747801e-01   2.04980976e-01  -2.38858842e-01
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[[ 0.61378282]
 [ 1.51303721]
 [ 0.28614312]
 [ 0.87027142]
 [-2.61981542]
 [-0.26466005]
 [-1.5413202 ]
 [ 0.0642633 ]
 [ 0.68203837]
 [ 0.89507487]]
Progress: 25.8% ... Training loss: 0.295 ... Validation loss: 0.466[[  1.64261963e-01   2.10490576e-01  -1.07378496e-01   1.11391981e-01
   -5.19502542e-01  -7.23364102e-02  -6.16994966e-02   1.23208854e-01
   -6.26794129e-02   1.90522176e-01]
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 [  1.75442238e-01   5.08367463e-01   1.33279071e-02   1.04706424e-02
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 [ -7.54455189e-03   1.44586161e-01  -1.45071147e-01   4.65557846e-02
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   -1.68426550e-02  -8.79934841e-02]
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 [  1.44200549e-01  -1.73429305e-01  -1.40563402e-01   3.74585921e-03
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 [ -3.52040574e-01   6.13151774e-02   1.10727452e-02  -3.39023160e-02
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 [ -1.05018175e-01  -5.00473007e-02   1.21069976e-01   1.08638919e-01
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    1.84240315e-01  -4.13140705e-03]
 [  2.41514133e-03  -1.73582980e-01   2.04755185e-01  -2.39472819e-01
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[[ 0.60723661]
 [ 1.50977364]
 [ 0.28011195]
 [ 0.86501527]
 [-2.6310663 ]
 [-0.27239705]
 [-1.55089409]
 [ 0.05649483]
 [ 0.67562537]
 [ 0.88946517]]
Progress: 25.9% ... Training loss: 0.291 ... Validation loss: 0.460[[  1.64546793e-01   2.11699351e-01  -1.07238139e-01   1.11986480e-01
   -5.20576663e-01  -7.25039732e-02  -6.28138765e-02   1.23249060e-01
   -6.23962539e-02   1.91052921e-01]
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 [  1.77753360e-01   5.14508518e-01   1.44020537e-02   1.35363562e-02
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 [ -8.61143394e-03   1.42247315e-01  -1.45505995e-01   4.49198403e-02
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   -1.74873547e-01  -2.17047679e-01]
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   -1.80462453e-01  -3.73024168e-01]
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 [  1.28301335e-02  -4.18192740e-01  -4.23771823e-02  -1.05793578e-01
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 [  3.51102678e-01   3.16527701e-01  -8.26588147e-02   3.17419361e-01
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 [  4.83585842e-02   1.44922040e-01   2.53459986e-01   2.52805731e-01
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    1.10003221e-01  -1.82971623e-01]
 [ -1.05825196e-01  -5.20346299e-02   1.20690802e-01   1.07540034e-01
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    1.83306175e-01  -5.41750657e-03]
 [  2.84310338e-03  -1.72515672e-01   2.04942059e-01  -2.38836028e-01
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[[ 0.60784102]
 [ 1.50958552]
 [ 0.2778103 ]
 [ 0.8614426 ]
 [-2.62966756]
 [-0.27251609]
 [-1.55361597]
 [ 0.05686906]
 [ 0.67468135]
 [ 0.88785154]]
Progress: 25.9% ... Training loss: 0.292 ... Validation loss: 0.460[[  1.64288352e-01   2.12399420e-01  -1.07229819e-01   1.11867459e-01
   -5.19768432e-01  -7.24982132e-02  -6.29480100e-02   1.23239197e-01
   -6.27197226e-02   1.91199457e-01]
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 [  1.77069076e-01   5.14566635e-01   1.41047930e-02   1.23858292e-02
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 [ -7.82345573e-03  -2.95318321e-01  -2.29514695e-01   5.93717987e-02
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 [ -8.24086478e-03   1.42145077e-01  -1.45302451e-01   4.54240800e-02
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   -1.83251660e-01  -4.84674524e-03]
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   -5.93939065e-03   1.49467813e-02]
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   -2.23953423e-02  -1.31770164e-01]
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   -1.74603365e-01  -2.16729065e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [  1.13202128e-01  -1.02828217e-01  -1.85619264e-02   1.23437975e-01
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 [  5.54655519e-02  -2.43368481e-02   8.80367740e-02   8.99833949e-02
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   -3.01820878e-02  -6.35929656e-02]
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 [  5.08816450e-02  -4.85080398e-03  -1.16700224e-01   4.44118682e-02
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   -1.80353693e-01  -3.72905978e-01]
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 [  1.25936380e-02  -4.18794469e-01  -4.24718962e-02  -1.06119806e-01
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   -3.62138835e-01  -2.16091128e-01]
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   -8.14188085e-02  -1.26195717e-01]
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 [  3.50908588e-01   3.16360415e-01  -8.26691495e-02   3.17344898e-01
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 [  4.78609895e-02   1.43715963e-01   2.53227642e-01   2.52034167e-01
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   -1.69985078e-02  -8.82079447e-02]
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   -2.37325474e-02   1.82596450e-01   1.10220652e-01   1.18307546e-01
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 [  2.16413823e-01   5.29086788e-02   2.67942473e-02   7.58636395e-02
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   -5.85921605e-02  -2.47672299e-02]
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   -1.21417787e-01  -6.52669509e-02]
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   -9.40535567e-02   7.12976858e-02]
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    1.83450862e-01  -5.27697196e-03]
 [  3.64718577e-03  -1.70641816e-01   2.05293055e-01  -2.37750215e-01
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[[ 0.60811234]
 [ 1.50913644]
 [ 0.27556124]
 [ 0.86052671]
 [-2.62944043]
 [-0.27169191]
 [-1.55319744]
 [ 0.05740485]
 [ 0.67452994]
 [ 0.88707551]]
Progress: 25.9% ... Training loss: 0.291 ... Validation loss: 0.460[[  1.62640925e-01   2.08846196e-01  -1.08033792e-01   1.09586995e-01
   -5.13974956e-01  -7.17996034e-02  -5.88766878e-02   1.23067195e-01
   -6.46274295e-02   1.88378727e-01]
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 [  1.73100624e-01   5.06328903e-01   1.21947435e-02   6.15364263e-03
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    6.21824292e-02   2.81997407e-01]
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    4.40087597e-02   1.64298322e-01]
 [ -1.02561775e-02   1.37972660e-01  -1.46146310e-01   4.28571650e-02
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   -1.85310829e-01  -7.72854086e-03]
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   -6.99391779e-03   1.34820914e-02]
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    1.83002611e-01  -5.85226398e-03]
 [  4.70652483e-03  -1.67501578e-01   2.05737448e-01  -2.36330871e-01
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[[ 0.59440716]
 [ 1.49373314]
 [ 0.26227178]
 [ 0.84695024]
 [-2.64321994]
 [-0.27825674]
 [-1.56188444]
 [ 0.04819502]
 [ 0.66250303]
 [ 0.87510565]]
Progress: 26.0% ... Training loss: 0.299 ... Validation loss: 0.469[[  1.63268166e-01   2.10418785e-01  -1.07737156e-01   1.10462706e-01
   -5.16133507e-01  -7.20758358e-02  -6.07042089e-02   1.23122574e-01
   -6.38869760e-02   1.89448974e-01]
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 [  1.73178702e-01   5.09616303e-01   1.22367226e-02   6.10266050e-03
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    6.21674538e-02   2.82030876e-01]
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 [ -9.49471009e-03   1.39867579e-01  -1.45817104e-01   4.40295597e-02
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   -1.75113430e-01  -2.17533660e-01]
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 [  1.41194946e-01  -1.81838804e-01  -1.41917832e-01  -1.63436623e-04
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 [ -1.05431020e-01  -5.16279354e-02   1.20854925e-01   1.07913146e-01
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 [  5.85283139e-03  -1.64873888e-01   2.06259881e-01  -2.34712472e-01
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[[ 0.61131435]
 [ 1.50568356]
 [ 0.27574408]
 [ 0.86416424]
 [-2.62558944]
 [-0.26271185]
 [-1.54321785]
 [ 0.06391077]
 [ 0.68016511]
 [ 0.89173206]]
Progress: 26.1% ... Training loss: 0.294 ... Validation loss: 0.473[[  1.65822036e-01   2.16730603e-01  -1.06479586e-01   1.14408379e-01
   -5.26936798e-01  -7.32424757e-02  -6.74870266e-02   1.23408915e-01
   -6.08178700e-02   1.93380300e-01]
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 [  1.77497164e-01   5.21180160e-01   1.42692942e-02   1.23871549e-02
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   -1.75910347e-01  -2.18592830e-01]
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   -4.03388693e-01   8.11416303e-02  -2.07505639e-01   1.62616777e-01
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 [ -7.49750606e-02   2.13156005e-01   2.41099813e-01   1.41342635e-02
   -2.86963878e-02   1.31596372e-01  -9.28817901e-02  -1.52069025e-02
   -3.48929798e-02   4.84371666e-02]
 [ -9.65304903e-02  -4.58561491e-03   2.56902046e-02   9.53496714e-02
   -5.54995944e-02   1.15503741e-01   2.54440355e-01   2.04035496e-02
   -2.73271769e-01  -9.13840197e-02]
 [ -2.18837803e-01  -2.01649879e-02  -9.26414186e-02  -3.42756513e-01
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   -2.06402421e-01   3.35444955e-02]
 [  1.13480108e-02  -3.72407669e-01  -1.26834659e-01  -1.60899728e-01
    3.69909411e-01   2.59315780e-02   1.72248919e-01   1.52619126e-01
   -1.64473680e-01  -2.19988988e-01]
 [  1.41521026e-01  -1.81132965e-01  -1.41698752e-01   4.97571631e-04
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 [ -1.21827422e-01   1.09345878e-01   2.58961798e-01  -2.18208140e-02
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   -1.21249093e-01  -6.50668114e-02]
 [ -3.52035205e-01   6.00972735e-02   1.11618741e-02  -3.35889331e-02
    1.63085284e-01  -1.70206215e-01  -1.31164348e-02   2.34448472e-01
   -9.38057481e-02   7.15032180e-02]
 [  1.46674446e-01   7.05462290e-02  -2.37457170e-01  -9.12064831e-02
    1.28595109e-01  -2.93882100e-01   3.40955227e-02  -1.68201085e-01
   -3.13273935e-03  -1.91296517e-01]
 [  2.11560308e-01  -1.55501643e-01   6.31346388e-02  -2.26937833e-02
    8.25502694e-02  -3.32538328e-02   8.82337035e-03  -1.36781025e-01
    1.12487089e-01  -1.79680932e-01]
 [ -1.05657543e-01  -5.22011768e-02   1.20765260e-01   1.07682332e-01
    4.80911585e-02  -1.12288260e-01   2.48201367e-01  -7.76348266e-02
    1.83408705e-01  -5.25214380e-03]
 [  6.34765178e-03  -1.63802313e-01   2.06451114e-01  -2.34012535e-01
    2.05461860e-02   1.11487304e-01   4.29217098e-02  -1.15083498e-01
    2.95977946e-02   2.32923234e-01]]
[[ 0.62127041]
 [ 1.51663376]
 [ 0.28362085]
 [ 0.86978614]
 [-2.61897119]
 [-0.25712667]
 [-1.54145206]
 [ 0.07127204]
 [ 0.6869735 ]
 [ 0.89911601]]
Progress: 26.1% ... Training loss: 0.300 ... Validation loss: 0.473[[ 0.16287428  0.20951305 -0.10780623  0.11014607 -0.51740615 -0.07192502
  -0.06019861  0.1230423  -0.06407869  0.18874922]
 [ 0.01199687  0.15728213 -0.0207174   0.03930571  0.10544102 -0.00489159
   0.31048469  0.04109205  0.13748755 -0.03160788]
 [ 0.17536968  0.51733866  0.01321477  0.00896221  0.28344541 -0.03257265
  -0.59679052 -0.03823912  0.06447097  0.28520357]
 [-0.00664863 -0.29454758 -0.22917128  0.06074587 -0.02677197  0.15659488
   0.12513607  0.05720038  0.0384177   0.15749838]
 [-0.00828792  0.14259391 -0.14518341  0.04567107  0.05917651 -0.18060074
   0.05242344 -0.11892602 -0.18307044 -0.00546421]
 [-0.35944676 -0.45031707 -0.28846924  0.16569294  0.11410548  0.04041661
   0.14160163 -0.03577457 -0.00333614  0.01798052]
 [-0.00812578 -0.19828493  0.00790197  0.0845387   0.0095664  -0.06931741
   0.18665899 -0.1906448   0.18418745  0.02378217]
 [ 0.11663387 -0.226435    0.03558772 -0.06292755  0.09725424 -0.04870174
   0.05787913  0.12118005  0.08279648 -0.0180028 ]
 [-0.17273814 -0.10525033 -0.30514375 -0.02348408  0.00373125  0.07011008
  -0.18467976 -0.02860997  0.25813577 -0.1300209 ]
 [ 0.07203692 -0.30821847  0.09621549  0.0495225   0.05358309 -0.12046006
   0.09358617 -0.10060185  0.03188041  0.13444205]
 [-0.08244416  0.02419485 -0.0012061  -0.15363989  0.03821032  0.02187474
   0.1311982  -0.10272805 -0.02057384 -0.12967809]
 [-0.11997621 -0.10087559 -0.0726824  -0.01574981  0.40059708  0.10418211
   0.06482259 -0.01660815 -0.17673765 -0.21979591]
 [-0.15645002  0.0052273   0.06217361  0.02245361 -0.17396174 -0.21998227
  -0.17922568 -0.19696331  0.08763526  0.17490729]
 [-0.2383875  -0.23270411  0.11191414  0.25614939 -0.09222905 -0.07796031
  -0.0339562  -0.25647698 -0.22731496 -0.02506726]
 [ 0.11215375 -0.10648536 -0.01895797  0.12241714 -0.0170658  -0.08771534
   0.1654338   0.00380842  0.03179548  0.01688531]
 [ 0.0424023  -0.0514357  -0.20905456  0.15597238 -0.05841562  0.08363298
  -0.08122995 -0.0194449  -0.08650923  0.00242105]
 [-0.12442844 -0.07001403 -0.20448068  0.15129317  0.00782087  0.13573158
   0.01581594 -0.2504425   0.06551464 -0.20504645]
 [-0.07470376 -0.04687435  0.27384127  0.09084942  0.14382306 -0.05886667
  -0.11383309  0.12021201  0.0656548   0.02521236]
 [ 0.05214558 -0.03233795  0.08651275  0.08515945  0.07843283 -0.01625482
   0.24605007  0.12044038 -0.03394253 -0.06837203]
 [ 0.00876266 -0.14872607 -0.2907098  -0.0493698   0.19901776 -0.09162857
   0.16285225  0.16405499  0.1086482  -0.02837759]
 [ 0.05122619 -0.00409814 -0.1164909   0.04504812 -0.09121274  0.32222117
   0.25569824  0.20519    -0.16071255 -0.05929125]
 [-0.0028356  -0.03246081  0.11919182  0.09644416  0.02114253  0.10860102
  -0.12314266 -0.04205125  0.20495335  0.0684291 ]
 [ 0.10970823  0.07837414 -0.0468163  -0.10017625 -0.10203176 -0.33018144
   0.10899815  0.00870521  0.1421182   0.09045844]
 [-0.09900651  0.0037143  -0.01537749  0.02272989  0.01026689 -0.20345747
  -0.08872642 -0.01979641  0.01513117  0.12834651]
 [-0.14076701 -0.06342883 -0.19559002  0.00187823 -0.27771185 -0.00640275
  -0.01641331 -0.02330283  0.00737055  0.06776991]
 [-0.02866266 -0.07174203 -0.07402071 -0.12551598  0.52574728  0.2755369
   0.54430493  0.11322974 -0.18036004 -0.37289847]
 [-0.0163901  -0.36707857 -0.02993172 -0.07402531  0.66211036  0.10132271
   0.50610818  0.09142904  0.0282552  -0.38223852]
 [ 0.01216246 -0.42081248 -0.04269124 -0.10672676  0.67664812  0.02352732
   0.4729424   0.04881248 -0.36263699 -0.21678681]
 [-0.16191094 -0.55887813 -0.00604944 -0.19367319  0.73984301 -0.09339771
   0.58778171 -0.08196686 -0.06034144  0.09079544]
 [-0.28393219 -0.36517864  0.05870897 -0.03927739  0.89942567  0.13992969
   0.38599864  0.04830445 -0.08271075 -0.1278611 ]
 [-0.19661    -0.26862698  0.25368043 -0.23593594  0.6408389  -0.04640676
   0.65416711  0.01371604 -0.25089807 -0.02190422]
 [-0.12421412 -0.20263786 -0.17847755 -0.09542554  0.47116564 -0.23185098
   0.15901236  0.16955716 -0.00484113 -0.11322971]
 [ 0.11482816  0.24565398  0.16555987 -0.08620006 -0.09381481  0.0483368
  -0.15373731  0.28366307  0.07853679  0.17993243]
 [ 0.34963906  0.31246056 -0.08337191  0.31513095 -0.88968034 -0.2877426
  -0.47339758  0.17765308  0.380775   -0.03560788]
 [ 0.04793669  0.14393234  0.25325537  0.25214253 -0.06291017 -0.19619101
  -0.18215717 -0.13286799 -0.13875975 -0.28674695]
 [ 0.02570426 -0.05145036 -0.11726756 -0.05116186  0.23775402  0.04027792
  -0.01236722 -0.18421609  0.03663508  0.21145128]
 [ 0.00406106 -0.04675663 -0.06526136 -0.0456866  -0.03269835 -0.17788775
   0.08034847  0.01046892  0.04127009  0.01182458]
 [ 0.02655533  0.06236837  0.24345091  0.07094956 -0.21659482 -0.13342742
   0.12050764  0.03946837 -0.18819441  0.10514434]
 [ 0.07283407  0.03156307  0.10848443  0.00994758 -0.24483457  0.06856534
   0.06573255 -0.27055105 -0.01536862 -0.0860759 ]
 [-0.01294687  0.08281481  0.08397077 -0.03144022 -0.03039784  0.18188101
   0.10622577  0.11846308 -0.02260406  0.17209388]
 [ 0.21814694  0.05783014  0.02765677  0.07862927  0.05758201 -0.02173766
  -0.1522794   0.14833192 -0.05640547 -0.02199609]
 [ 0.03797204 -0.02654724  0.01509635  0.03525643 -0.38761558 -0.12116227
  -0.19275977  0.04091175  0.11566851  0.18900838]
 [ 0.03901585  0.52112611  0.11919099  0.40516275 -1.06697189 -0.30353168
  -0.61525133 -0.07306265  0.28118325  0.32678179]
 [ 0.17576633  0.5041258   0.06285171  0.41473    -0.84137539 -0.08228916
  -0.4443622   0.15062177  0.2021061   0.48254509]
 [ 0.25778054  0.29787583  0.24605829  0.14475047 -0.40480444  0.08104796
  -0.20823789  0.16265238  0.23775982  0.07628631]
 [-0.07518884  0.21263123  0.24100387  0.01383589 -0.02780401  0.13168537
  -0.09235656 -0.01522984 -0.03512293  0.04812379]
 [-0.09670788 -0.0049705   0.02560897  0.0950977  -0.05476102  0.11557915
   0.25484668  0.02038277 -0.27347245 -0.09163223]
 [-0.21879033 -0.0200877  -0.09261951 -0.34269152  0.1775495   0.11934775
   0.10000604  0.10361907 -0.2063498   0.03361473]
 [ 0.01100297 -0.37347119 -0.12701268 -0.16143624  0.37139801  0.02608737
   0.17335734  0.15257573 -0.16489868 -0.22057419]
 [ 0.14201443 -0.18092111 -0.14148824  0.00113461  0.09417845 -0.0593316
   0.01421613 -0.14939808  0.13428253 -0.11483177]
 [-0.12246433  0.10838036  0.25870195 -0.02270708  0.18821038  0.08689935
   0.01782987 -0.29864509 -0.12200522 -0.06588714]
 [-0.35246339  0.05868162  0.01095964 -0.03425243  0.16472019 -0.16999913
  -0.0116534   0.23439414 -0.09428635  0.07057398]
 [ 0.1459677   0.06864208 -0.23775326 -0.09209711  0.13065419 -0.29359942
   0.03599479 -0.16827239 -0.00386783 -0.19228469]
 [ 0.21085002 -0.15737873  0.06279885 -0.02375982  0.08552337 -0.03295964
   0.01065489 -0.13686574  0.11165905 -0.1807572 ]
 [-0.10550229 -0.05200707  0.12086221  0.10802764  0.04692261 -0.11237523
   0.24801977 -0.07760997  0.18356136 -0.00501803]
 [ 0.00450568 -0.1682359   0.20559681 -0.23669776  0.02698284  0.11226602
   0.04723135 -0.11530401  0.02765531  0.23030721]]
[[ 0.60565257]
 [ 1.50579898]
 [ 0.27000924]
 [ 0.85609165]
 [-2.62827387]
 [-0.26844722]
 [-1.55337666]
 [ 0.05798601]
 [ 0.67220198]
 [ 0.88434529]]
Progress: 26.1% ... Training loss: 0.291 ... Validation loss: 0.461[[  1.61703820e-01   2.06367957e-01  -1.08332328e-01   1.08611371e-01
   -5.14608455e-01  -7.13788513e-02  -5.70364216e-02   1.22929430e-01
   -6.51870999e-02   1.87254287e-01]
 [  1.23200878e-02   1.58012596e-01  -2.05761307e-02   3.97818426e-02
    1.04127130e-01  -5.03936801e-03   3.09775757e-01   4.11240948e-02
    1.37848370e-01  -3.11544398e-02]
 [  1.77711256e-01   5.21414977e-01   1.41780260e-02   1.17890087e-02
    2.74735499e-01  -3.34978751e-02  -6.03626653e-01  -3.80274860e-02
    6.70836593e-02   2.88531101e-01]
 [ -5.95521449e-03  -2.92060771e-01  -2.28766438e-01   6.20430633e-02
   -2.90396665e-02   1.56217435e-01   1.23926499e-01   5.72818426e-02
    3.93359045e-02   1.59128068e-01]
 [ -6.27338081e-03   1.45255643e-01  -1.44408518e-01   4.81654092e-02
    5.22612525e-02  -1.81415733e-01   4.83122019e-02  -1.18739903e-01
   -1.81052112e-01  -2.76250059e-03]
 [ -3.60662744e-01  -4.53457617e-01  -2.89021517e-01   1.64299889e-01
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   -4.62907106e-03   1.62357045e-02]
 [ -6.58025425e-03  -1.95681812e-01   8.59518023e-03   8.67475106e-02
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    1.86027155e-01   2.58944234e-02]
 [  1.15956433e-01  -2.28219594e-01   3.52571244e-02  -6.39062175e-02
    9.94001819e-02  -4.84096007e-02   5.94478898e-02   1.21114483e-01
    8.20584012e-02  -1.87464062e-02]
 [ -1.73747796e-01  -1.07783762e-01  -3.05595406e-01  -2.49171088e-02
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 [  6.91151833e-02  -3.14674409e-01   9.48428752e-02   4.54804655e-02
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    2.86458917e-02   1.30138196e-01]
 [ -8.13272906e-02   2.53687001e-02  -7.06703027e-04  -1.52003778e-01
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   -1.91959490e-02  -1.27924428e-01]
 [ -1.19528910e-01  -1.00448957e-01  -7.24504949e-02  -1.49398041e-02
    3.98436538e-01   1.03951138e-01   6.42416645e-02  -1.65581589e-02
   -1.76150995e-01  -2.19020277e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.39969873e-01  -2.35853840e-01   1.11205295e-01   2.54122911e-01
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 [  1.12397264e-01  -1.06323148e-01  -1.88639392e-02   1.22846807e-01
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 [  4.23496572e-02  -5.16808191e-02  -2.09075548e-01   1.55888093e-01
   -5.81723587e-02   8.36538227e-02  -8.10353932e-02  -1.94504784e-02
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 [ -1.24202142e-01  -6.95708530e-02  -2.04377265e-01   1.51596230e-01
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 [ -7.45925907e-02  -4.66974849e-02   2.73898046e-01   9.09831981e-02
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 [  5.31089977e-02  -3.09467010e-02   8.69240691e-02   8.65535982e-02
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 [  7.54178688e-03  -1.51957849e-01  -2.91332365e-01  -5.13151438e-02
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 [  5.20534802e-02  -2.09030908e-03  -1.16067382e-01   4.63924711e-02
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 [  1.09442519e-01   7.77287571e-02  -4.69273812e-02  -1.00551041e-01
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 [ -9.92892797e-02   2.99319362e-03  -1.55076222e-02   2.23101951e-02
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   -1.80523034e-01  -3.73113319e-01]
 [ -1.64526282e-02  -3.67213309e-01  -2.99601766e-02  -7.41159292e-02
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 [  1.41758632e-01  -1.81969595e-01  -1.41655645e-01   7.70853948e-04
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 [ -3.52970287e-01   5.73483622e-02   1.07318641e-02  -3.49911188e-02
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 [  1.45123589e-01   6.61208009e-02  -2.38110398e-01  -9.31718918e-02
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 [ -1.05373814e-01  -5.17191079e-02   1.20874067e-01   1.08044733e-01
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    1.83618774e-01  -4.90903404e-03]
 [  3.66407446e-03  -1.69780401e-01   2.05215976e-01  -2.37680814e-01
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[[ 0.60295462]
 [ 1.50591493]
 [ 0.26631636]
 [ 0.85147532]
 [-2.63105858]
 [-0.27115436]
 [-1.55862419]
 [ 0.05358508]
 [ 0.66760936]
 [ 0.87948164]]
Progress: 26.2% ... Training loss: 0.292 ... Validation loss: 0.459[[  1.62815596e-01   2.08651593e-01  -1.07874401e-01   1.09875063e-01
   -5.17061038e-01  -7.18364676e-02  -5.95905567e-02   1.23009301e-01
   -6.39808955e-02   1.88903541e-01]
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 [  1.72189538e-01   5.11695907e-01   1.15185604e-02   3.10165976e-03
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    6.03695983e-02   2.79729127e-01]
 [ -7.20443045e-03  -2.95819997e-01  -2.29164363e-01   6.08519351e-02
   -2.49557195e-02   1.56747614e-01   1.27701204e-01   5.72072054e-02
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 [ -6.69195860e-03   1.47501392e-01  -1.44414637e-01   4.76002881e-02
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   -1.97543441e-03   1.96475747e-02]
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   -1.76525217e-01  -2.19495957e-01]
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 [  4.79705140e-02   1.43821634e-01   2.53274997e-01   2.52153086e-01
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   -3.44215548e-02   4.90549588e-02]
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   -2.74105217e-01  -9.24307428e-02]
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   -2.06412889e-01   3.35285266e-02]
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   -1.65153671e-01  -2.20908388e-01]
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   -1.20785271e-01  -6.43001918e-02]
 [ -3.52863447e-01   5.71309268e-02   1.07614368e-02  -3.49460997e-02
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   -5.15473405e-03  -1.94139643e-01]
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    1.11836892e-01  -1.80509137e-01]
 [ -1.05078939e-01  -5.13549337e-02   1.21010533e-01   1.08494165e-01
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    1.83973607e-01  -4.53043242e-03]
 [  4.88393274e-03  -1.67637977e-01   2.05768353e-01  -2.35918163e-01
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[[ 0.60477816]
 [ 1.50541319]
 [ 0.26999202]
 [ 0.85686921]
 [-2.63012085]
 [-0.26535515]
 [-1.54826954]
 [ 0.05744899]
 [ 0.67183637]
 [ 0.88178332]]
Progress: 26.2% ... Training loss: 0.291 ... Validation loss: 0.463[[  1.64526285e-01   2.12598836e-01  -1.07079577e-01   1.12502078e-01
   -5.24534298e-01  -7.26259057e-02  -6.31840114e-02   1.23181381e-01
   -6.19537245e-02   1.91207481e-01]
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 [  1.73479503e-01   5.17055571e-01   1.20788941e-02   4.75287418e-03
    2.92096247e-01  -3.13984181e-02  -5.96574179e-01  -3.84614271e-02
    6.17195351e-02   2.81170033e-01]
 [ -6.49549548e-03  -2.94793375e-01  -2.28801535e-01   6.19684222e-02
   -2.65968933e-02   1.56418222e-01   1.26169645e-01   5.72784935e-02
    3.91141899e-02   1.59117442e-01]
 [ -6.68991897e-03   1.47393101e-01  -1.44386082e-01   4.77656078e-02
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   -1.81228014e-01  -3.12581520e-03]
 [ -3.57819271e-01  -4.50222714e-01  -2.87726967e-01   1.68736696e-01
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   -1.18403701e-03   2.05576764e-02]
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   -1.75407546e-02  -1.25917319e-01]
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   -1.76108320e-01  -2.18946812e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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   -9.10662095e-02  -7.75839526e-02  -3.03411668e-02  -2.56565664e-01
   -2.28390661e-01  -2.65414300e-02]
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   -8.61975071e-02   2.78699671e-03]
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 [  5.42136463e-02  -2.78979523e-02   8.73804708e-02   8.81526752e-02
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   -3.15540936e-02  -6.55895524e-02]
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 [  5.16426132e-02  -3.20918505e-03  -1.16279284e-01   4.56262901e-02
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   -1.81188894e-01  -3.74055588e-01]
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 [  1.22972330e-02  -4.21195898e-01  -4.26168518e-02  -1.06485051e-01
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   -3.62459790e-01  -2.16579866e-01]
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   -8.31350378e-02  -1.28403745e-01]
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   -4.85103474e-03  -1.13266505e-01]
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 [  3.51471601e-01   3.17200260e-01  -8.25416643e-02   3.17667503e-01
   -8.95590002e-01  -2.88557704e-01  -4.78209059e-01   1.77813854e-01
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 [  4.77373901e-02   1.43271748e-01   2.53168952e-01   2.51820491e-01
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   -1.38978972e-01  -2.87034767e-01]
 [  2.54564485e-02  -5.22542638e-02  -1.17378153e-01  -5.14493066e-02
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 [  3.93213021e-03  -4.73653579e-02  -6.53238605e-02  -4.58896946e-02
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 [  2.61521919e-02   6.14225482e-02   2.43273330e-01   7.03545614e-02
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 [  7.35041076e-02   3.33671286e-02   1.08745775e-01   1.09325654e-02
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   -1.46531859e-02  -8.50656430e-02]
 [ -1.33050049e-02   8.18021337e-02   8.37621856e-02  -3.20577500e-02
   -2.84552065e-02   1.82064580e-01   1.07096570e-01   1.18423463e-01
   -2.30770382e-02   1.71420218e-01]
 [  2.17184201e-01   5.57319593e-02   2.71957672e-02   7.71744153e-02
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   -5.75317467e-02  -2.35119412e-02]
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 [  2.58040839e-01   2.98418072e-01   2.46167634e-01   1.45124253e-01
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   -3.44228687e-02   4.90572604e-02]
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   -1.64803472e-01  -2.20484857e-01]
 [  1.42311007e-01  -1.81120883e-01  -1.41384540e-01   1.60275223e-03
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 [ -1.20800526e-01   1.10813229e-01   2.59502365e-01  -2.00084834e-02
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   -1.19973187e-01  -6.34798108e-02]
 [ -3.52848180e-01   5.71146976e-02   1.07851201e-02  -3.48460553e-02
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   -9.46868962e-02   7.01012265e-02]
 [  1.44471554e-01   6.42647679e-02  -2.38418814e-01  -9.40557167e-02
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   -5.41215268e-03  -1.94515727e-01]
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 [ -1.05196464e-01  -5.15917651e-02   1.20986307e-01   1.08412932e-01
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    1.83885351e-01  -4.66649377e-03]
 [  5.44673303e-03  -1.66658310e-01   2.06006569e-01  -2.35054503e-01
    2.00193007e-02   1.11823102e-01   4.56174259e-02  -1.15212916e-01
    2.89606480e-02   2.31838335e-01]]
[[ 0.61315828]
 [ 1.51474807]
 [ 0.27807415]
 [ 0.86623143]
 [-2.6259676 ]
 [-0.25928101]
 [-1.5432998 ]
 [ 0.06424388]
 [ 0.68088621]
 [ 0.89137832]]
Progress: 26.3% ... Training loss: 0.292 ... Validation loss: 0.466[[  1.65816377e-01   2.15497057e-01  -1.06387277e-01   1.14465816e-01
   -5.30095779e-01  -7.31712892e-02  -6.59251230e-02   1.23321599e-01
   -6.02788364e-02   1.92787450e-01]
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 [  1.75992052e-01   5.22722776e-01   1.32261943e-02   7.98276963e-03
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 [ -7.38874173e-03  -2.96950478e-01  -2.29115759e-01   6.09858685e-02
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 [ -5.10766648e-03   1.51154693e-01  -1.43605302e-01   5.00842641e-02
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   -1.79430548e-01  -6.40949419e-04]
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   -2.70529287e-03   1.85174849e-02]
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[[ 0.61279024]
 [ 1.52001899]
 [ 0.27764994]
 [ 0.86425079]
 [-2.63049254]
 [-0.262249  ]
 [-1.54959428]
 [ 0.06463965]
 [ 0.679537  ]
 [ 0.8933648 ]]
Progress: 26.4% ... Training loss: 0.292 ... Validation loss: 0.461[[  1.64615079e-01   2.12560449e-01  -1.06979867e-01   1.12497208e-01
   -5.24584757e-01  -7.26585533e-02  -6.32086253e-02   1.23171921e-01
   -6.18212702e-02   1.90885796e-01]
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 [  1.72801154e-01   5.18724954e-01   1.13741958e-02   2.06349951e-03
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   -1.81558658e-01  -3.74562585e-01]
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 [  1.39188920e-01  -1.88369631e-01  -1.42783551e-01  -2.59892168e-03
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 [ -3.52777440e-01   5.70600285e-02   1.08474071e-02  -3.47184280e-02
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    1.84080695e-01  -4.41047985e-03]
 [  7.14084657e-03  -1.62712143e-01   2.06731467e-01  -2.32603304e-01
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[[ 0.60502673]
 [ 1.51347341]
 [ 0.27369107]
 [ 0.85907552]
 [-2.6360361 ]
 [-0.26524226]
 [-1.55115254]
 [ 0.05860049]
 [ 0.672762  ]
 [ 0.88691825]]
Progress: 26.4% ... Training loss: 0.290 ... Validation loss: 0.461[[  1.63967723e-01   2.10726602e-01  -1.07241558e-01   1.11565635e-01
   -5.21230419e-01  -7.23249136e-02  -6.09964712e-02   1.23105953e-01
   -6.25218643e-02   1.89889379e-01]
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 [  1.72066154e-01   5.17491739e-01   1.08758718e-02   7.62502429e-05
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    5.87344682e-02   2.77203611e-01]
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 [ -3.59412092e-03   1.54308919e-01  -1.42795122e-01   5.27470122e-02
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   -1.77781592e-01   1.52252873e-03]
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   -6.09146930e-04   2.11865112e-02]
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   -1.77289559e-01  -2.20532377e-01]
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   -3.41446320e-02   4.93751303e-02]
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 [  1.37839832e-01  -1.91728497e-01  -1.43384995e-01  -4.51585206e-03
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 [ -1.19857798e-01   1.12076888e-01   2.60117979e-01  -1.82090639e-02
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   -1.18546696e-01  -6.20117288e-02]
 [ -3.52960995e-01   5.62563388e-02   1.07816832e-02  -3.49626219e-02
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   -9.48149325e-02   6.99115917e-02]
 [  1.43480699e-01   6.01790263e-02  -2.38841368e-01  -9.56425193e-02
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   -6.69411146e-03  -1.96129958e-01]
 [  2.10284091e-01  -1.58712885e-01   6.25829121e-02  -2.48040644e-02
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    1.10986910e-01  -1.81777628e-01]
 [ -1.04988047e-01  -5.16988713e-02   1.21117805e-01   1.08698015e-01
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    1.84203955e-01  -4.25064992e-03]
 [  7.87833868e-03  -1.61054617e-01   2.07062759e-01  -2.31486209e-01
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    3.17802899e-02   2.35284899e-01]]
[[ 0.60046876]
 [ 1.51136037]
 [ 0.27144858]
 [ 0.8564072 ]
 [-2.63935334]
 [-0.26714488]
 [-1.55260483]
 [ 0.05463683]
 [ 0.66923234]
 [ 0.88368324]]
Progress: 26.4% ... Training loss: 0.291 ... Validation loss: 0.461[[  1.63874501e-01   2.10798139e-01  -1.07257667e-01   1.11537104e-01
   -5.20605846e-01  -7.22768306e-02  -6.07275626e-02   1.23093192e-01
   -6.25685266e-02   1.89655612e-01]
 [  1.19326523e-02   1.56883625e-01  -2.06679195e-02   3.95937895e-02
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 [  1.72241510e-01   5.19347687e-01   1.11387649e-02   5.12407890e-04
    3.02043644e-01  -3.04098010e-02  -5.96860141e-01  -3.87179496e-02
    5.91786334e-02   2.77708164e-01]
 [ -5.41798976e-03  -2.95255540e-01  -2.28000616e-01   6.44990254e-02
   -3.20593831e-02   1.55954450e-01   1.24989586e-01   5.74038513e-02
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 [ -8.41354408e-03   1.44080732e-01  -1.44889621e-01   4.62195889e-02
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   -1.82813594e-01  -5.48857857e-03]
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   -2.02175130e-03   1.92302760e-02]
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   -1.67263843e-02  -1.25161109e-01]
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   -1.77462156e-01  -2.20728122e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.39175792e-01  -2.35553808e-01   1.11754954e-01   2.56063591e-01
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   -2.27809610e-01  -2.59263727e-02]
 [  1.14560210e-01  -1.04139289e-01  -1.78799657e-02   1.26088484e-01
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 [  4.05082157e-02  -5.73554540e-02  -2.09861603e-01   1.53608724e-01
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 [  5.39136610e-02  -2.87502100e-02   8.71626267e-02   8.74247950e-02
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   -3.20578593e-02  -6.63097907e-02]
 [  8.98898295e-03  -1.47485325e-01  -2.90636009e-01  -4.91953481e-02
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   -1.81293049e-01  -3.74281150e-01]
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 [  1.21150622e-02  -4.22069274e-01  -4.27056843e-02  -1.06729177e-01
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   -3.62665511e-01  -2.16850136e-01]
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   -8.29250270e-02  -1.28178194e-01]
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   -4.81900846e-03  -1.13209362e-01]
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 [  3.50338543e-01   3.13538259e-01  -8.31552095e-02   3.15978589e-01
   -8.89981698e-01  -2.88088160e-01  -4.74701357e-01   1.77662773e-01
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 [  4.80352218e-02   1.43645559e-01   2.53319130e-01   2.52164013e-01
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   -1.38646550e-01  -2.86627091e-01]
 [  2.51462747e-02  -5.31617424e-02  -1.17532641e-01  -5.19854514e-02
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 [  3.57112701e-03  -4.80820306e-02  -6.55135260e-02  -4.66463517e-02
   -3.03997137e-02  -1.77664561e-01   8.15839704e-02   1.04074836e-02
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   -1.89814092e-01   1.03062217e-01]
 [  7.39018118e-02   3.46301554e-02   1.08941763e-01   1.15831725e-02
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   -1.41346158e-02  -8.45281867e-02]
 [ -1.35195969e-02   8.21350483e-02   8.36222567e-02  -3.25017401e-02
   -2.77173161e-02   1.82155796e-01   1.07232562e-01   1.18397659e-01
   -2.34027392e-02   1.71040213e-01]
 [  2.15624165e-01   5.22325905e-02   2.64396433e-02   7.46434890e-02
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   -5.94406279e-02  -2.61530776e-02]
 [  3.88199423e-02  -2.41345789e-02   1.55121902e-02   3.65024545e-02
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 [  2.58231584e-01   2.99656034e-01   2.46358394e-01   1.45802546e-01
   -4.08189583e-01   8.07392478e-02  -2.09644331e-01   1.62729898e-01
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   -3.41811563e-02   4.93278150e-02]
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   -2.73511467e-01  -9.17104277e-02]
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 [  1.38738451e-01  -1.89509991e-01  -1.42964311e-01  -3.10074255e-03
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 [ -1.21368866e-01   1.08720769e-01   2.59429544e-01  -2.03226479e-02
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   -1.20246492e-01  -6.42243767e-02]
 [ -3.52775953e-01   5.66807042e-02   1.08805993e-02  -3.46702994e-02
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   -9.45851352e-02   7.02835545e-02]
 [  1.42713135e-01   5.80000908e-02  -2.39177832e-01  -9.67063727e-02
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   -7.54176803e-03  -1.97279052e-01]
 [  2.09915061e-01  -1.59537203e-01   6.24120675e-02  -2.54213843e-02
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 [ -1.04507012e-01  -5.06602418e-02   1.21327810e-01   1.09331489e-01
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    1.84666862e-01  -3.63174582e-03]
 [  7.86542325e-03  -1.60945614e-01   2.07117673e-01  -2.31307372e-01
    7.43690663e-03   1.10719810e-01   3.97595908e-02  -1.14947904e-01
    3.19271765e-02   2.35391175e-01]]
[[ 0.59926646]
 [ 1.50652997]
 [ 0.26836527]
 [ 0.85231849]
 [-2.64221435]
 [-0.26763733]
 [-1.55588157]
 [ 0.05485918]
 [ 0.66787173]
 [ 0.88127254]]
Progress: 26.5% ... Training loss: 0.292 ... Validation loss: 0.464[[  1.64710487e-01   2.13120814e-01  -1.06899977e-01   1.12716056e-01
   -5.25354156e-01  -7.26474165e-02  -6.26536558e-02   1.23160337e-01
   -6.17324186e-02   1.90626272e-01]
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 [  1.71352682e-01   5.17211049e-01   1.06473737e-02  -1.42268531e-03
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    5.80002748e-02   2.75902400e-01]
 [ -4.88841825e-03  -2.94936374e-01  -2.27771303e-01   6.52360703e-02
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 [ -9.24688497e-03   1.42233844e-01  -1.45285167e-01   4.49328558e-02
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   -1.83727608e-01  -6.67355046e-03]
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   -2.40332919e-03   1.87257042e-02]
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[[ 0.602084  ]
 [ 1.51001742]
 [ 0.27352766]
 [ 0.85763811]
 [-2.63884249]
 [-0.26365782]
 [-1.55140954]
 [ 0.05875771]
 [ 0.67301895]
 [ 0.88605441]]
Progress: 26.6% ... Training loss: 0.291 ... Validation loss: 0.467[[  1.63174005e-01   2.10717328e-01  -1.07406152e-01   1.10833841e-01
   -5.20198108e-01  -7.20281074e-02  -5.89604287e-02   1.23039967e-01
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    1.84709286e-01  -3.57560032e-03]
 [  7.40912244e-03  -1.62231933e-01   2.06950039e-01  -2.31863059e-01
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[[ 0.60070996]
 [ 1.50854234]
 [ 0.27003109]
 [ 0.85529499]
 [-2.64337983]
 [-0.26833858]
 [-1.55720937]
 [ 0.05614647]
 [ 0.67117741]
 [ 0.8833139 ]]
Progress: 26.6% ... Training loss: 0.292 ... Validation loss: 0.465[[  1.64830939e-01   2.14919855e-01  -1.06636694e-01   1.13442176e-01
   -5.28631881e-01  -7.27357943e-02  -6.26505312e-02   1.23219857e-01
   -6.11871702e-02   1.91251566e-01]
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   -3.36508788e-02   4.99815187e-02]
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   -2.06692630e-01   3.31416207e-02]
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   -1.19882084e-01  -6.37899084e-02]
 [ -3.51811992e-01   5.86968463e-02   1.13188445e-02  -3.34330025e-02
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   -9.35367532e-02   7.13900993e-02]
 [  1.42497012e-01   5.67832312e-02  -2.39230071e-01  -9.67512856e-02
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   -7.70957834e-03  -1.97431866e-01]
 [  2.11160579e-01  -1.56037602e-01   6.31468163e-02  -2.30896547e-02
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    1.12303634e-01  -1.80193906e-01]
 [ -1.03662184e-01  -4.88362833e-02   1.21709189e-01   1.10540438e-01
    3.86450688e-02  -1.13219670e-01   2.43809291e-01  -7.74363678e-02
    1.85488608e-01  -2.49469350e-03]
 [  7.45834933e-03  -1.61917564e-01   2.06969965e-01  -2.31703446e-01
    5.73666401e-03   1.10917016e-01   4.10213759e-02  -1.14978973e-01
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[[ 0.60790879]
 [ 1.51785523]
 [ 0.27832233]
 [ 0.86275472]
 [-2.63480702]
 [-0.26349891]
 [-1.5515698 ]
 [ 0.06435012]
 [ 0.6785486 ]
 [ 0.89250263]]
Progress: 26.6% ... Training loss: 0.291 ... Validation loss: 0.465[[  1.63589572e-01   2.11686966e-01  -1.07295099e-01   1.11455729e-01
   -5.22613171e-01  -7.21645511e-02  -5.99826209e-02   1.23091248e-01
   -6.27254625e-02   1.89470871e-01]
 [  1.18682906e-02   1.56729538e-01  -2.06981991e-02   3.95194943e-02
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 [  1.72400229e-01   5.25480188e-01   1.10812502e-02  -6.36609710e-04
    3.06976955e-01  -3.02632187e-02  -6.00170396e-01  -3.87532233e-02
    5.85704171e-02   2.77361694e-01]
 [ -4.95113922e-03  -2.98349735e-01  -2.27715938e-01   6.53057017e-02
   -3.52728977e-02   1.55798328e-01   1.24327147e-01   5.74316133e-02
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 [ -7.03107377e-03   1.47940711e-01  -1.44309509e-01   4.79595756e-02
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   -1.81616766e-01  -3.82864253e-03]
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   -1.61267019e-03   1.96885142e-02]
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   -2.03850152e-02  -1.30126602e-01]
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   -1.75693189e-01  -2.18677846e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.38771504e-01  -2.35585453e-01   1.12059519e-01   2.57299899e-01
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 [  5.34747450e-02  -2.95834151e-02   8.69451580e-02   8.67628240e-02
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   -3.25313254e-02  -6.68938427e-02]
 [  9.56717122e-03  -1.45785424e-01  -2.90312570e-01  -4.82216159e-02
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   -1.82054612e-01  -3.75310161e-01]
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 [  1.22391709e-02  -4.22280114e-01  -4.26034227e-02  -1.06405553e-01
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   -3.62461058e-01  -2.16557303e-01]
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   -8.35365710e-02  -1.28940336e-01]
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 [  3.51240049e-01   3.16539220e-01  -8.26240830e-02   3.17579873e-01
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 [  4.76632426e-02   1.42698273e-01   2.53176317e-01   2.51638134e-01
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 [  2.58329344e-02  -5.19061150e-02  -1.17238214e-01  -5.09203666e-02
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 [  4.31522738e-03  -4.62446303e-02  -6.52061919e-02  -4.56622054e-02
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   -1.89551894e-01   1.03217149e-01]
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   -1.64748544e-02  -8.75838062e-02]
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   -3.09828019e-02   1.81813544e-01   1.05482418e-01   1.18472180e-01
   -2.26220207e-02   1.72071326e-01]
 [  2.15301909e-01   5.13612254e-02   2.62710057e-02   7.40993595e-02
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   -5.98674713e-02  -2.66719664e-02]
 [  3.81661245e-02  -2.56665493e-02   1.51687022e-02   3.54059767e-02
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   -3.39463703e-02   4.96201223e-02]
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   -2.06833470e-01   3.29479377e-02]
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 [ -1.21892810e-01   1.07315413e-01   2.59241465e-01  -2.09899628e-02
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   -1.20827062e-01  -6.50288610e-02]
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   -9.28680016e-02   7.22757153e-02]
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   -8.57087595e-03  -1.98600154e-01]
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    1.85498224e-01  -2.52688727e-03]
 [  8.26202520e-03  -1.60377578e-01   2.07300704e-01  -2.30572326e-01
    1.30370937e-03   1.10558861e-01   3.91439477e-02  -1.14890495e-01
    3.25160381e-02   2.36174582e-01]]
[[ 0.59901183]
 [ 1.50964671]
 [ 0.27086774]
 [ 0.85482185]
 [-2.63904462]
 [-0.26854169]
 [-1.5572993 ]
 [ 0.05934194]
 [ 0.67061394]
 [ 0.88567099]]
Progress: 26.7% ... Training loss: 0.291 ... Validation loss: 0.464[[  1.67985364e-01   2.22437427e-01  -1.05362315e-01   1.17613052e-01
   -5.41113408e-01  -7.41206515e-02  -7.11635912e-02   1.23504219e-01
   -5.79714648e-02   1.95745114e-01]
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 [  1.75290358e-01   5.32981001e-01   1.24251738e-02   3.68433517e-03
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    6.19188264e-02   2.81652788e-01]
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 [ -5.29353232e-03   1.51660075e-01  -1.43505402e-01   5.03175139e-02
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   -1.79797151e-01  -1.24077898e-03]
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   -1.44888075e-03   1.98702395e-02]
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    1.85209516e-01  -2.90395407e-03]
 [  1.05702240e-02  -1.54407680e-01   2.08297235e-01  -2.27197536e-01
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[[ 0.61485062]
 [ 1.52352526]
 [ 0.28210905]
 [ 0.86861108]
 [-2.63091773]
 [-0.2580082 ]
 [-1.54804744]
 [ 0.06828083]
 [ 0.68400661]
 [ 0.90007585]]
Progress: 26.8% ... Training loss: 0.294 ... Validation loss: 0.469[[  1.68370989e-01   2.23061761e-01  -1.05266552e-01   1.17839559e-01
   -5.41759525e-01  -7.42272153e-02  -7.18773991e-02   1.23526323e-01
   -5.76696133e-02   1.95989272e-01]
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 [  1.74784447e-01   5.30890570e-01   1.21929489e-02   2.31254946e-03
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    6.10112037e-02   2.80515529e-01]
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   -1.74007986e-01  -2.16299994e-01]
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   -3.30262516e-02  -6.76698391e-02]
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   -1.32775220e-02  -8.34384456e-02]
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 [ -3.52525746e-01   5.63918613e-02   1.10562020e-02  -3.43687027e-02
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 [  1.41181104e-01   5.34067339e-02  -2.39862011e-01  -9.87648894e-02
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   -9.21769640e-03  -1.99508790e-01]
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 [ -1.04950733e-01  -5.32662018e-02   1.21108919e-01   1.08686215e-01
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    1.84182673e-01  -4.26869951e-03]
 [  1.08080011e-02  -1.53528626e-01   2.08378066e-01  -2.26875768e-01
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[[ 0.60805512]
 [ 1.5204084 ]
 [ 0.27481266]
 [ 0.86370559]
 [-2.64361948]
 [-0.26338077]
 [-1.55813888]
 [ 0.06042819]
 [ 0.67496952]
 [ 0.8937061 ]]
Progress: 26.8% ... Training loss: 0.290 ... Validation loss: 0.460[[  1.64839545e-01   2.14112098e-01  -1.06849769e-01   1.12571134e-01
   -5.25407000e-01  -7.25788017e-02  -6.25959852e-02   1.23168980e-01
   -6.15932131e-02   1.90835515e-01]
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 [  1.72892226e-01   5.25692250e-01   1.12306692e-02  -6.65002802e-04
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    5.88305273e-02   2.77748256e-01]
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   -1.82037318e-01  -3.75367536e-01]
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   -3.38793332e-02   1.31042440e-01  -9.60147130e-02  -1.50950757e-02
   -3.34748494e-02   5.01972057e-02]
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   -2.72661237e-01  -9.05429146e-02]
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   -2.07094755e-01   3.25771434e-02]
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   -1.65984562e-01  -2.22021069e-01]
 [  1.37094297e-01  -1.94204476e-01  -1.43875676e-01  -5.61383196e-03
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 [ -1.22261920e-01   1.05189004e-01   2.59117320e-01  -2.15799223e-02
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   -1.21248605e-01  -6.56663003e-02]
 [ -3.52389768e-01   5.66216547e-02   1.11117634e-02  -3.42345525e-02
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   -9.40315265e-02   7.07387780e-02]
 [  1.41540704e-01   5.38951364e-02  -2.39675527e-01  -9.82593561e-02
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   -8.79632944e-03  -1.98964309e-01]
 [  2.09832860e-01  -1.58844657e-01   6.26325439e-02  -2.49230025e-02
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    1.10990662e-01  -1.82029041e-01]
 [ -1.05309706e-01  -5.41538210e-02   1.20943528e-01   1.08126226e-01
    4.63047510e-02  -1.12535662e-01   2.48525198e-01  -7.76028568e-02
    1.83774039e-01  -4.78131612e-03]
 [  9.82612469e-03  -1.56251616e-01   2.07924992e-01  -2.28412238e-01
   -6.89217618e-03   1.09909613e-01   3.48159865e-02  -1.14767034e-01
    3.41059007e-02   2.37917492e-01]]
[[ 0.59477165]
 [ 1.51152034]
 [ 0.26448154]
 [ 0.85223611]
 [-2.65480407]
 [-0.27532087]
 [-1.56962921]
 [ 0.04799419]
 [ 0.66341338]
 [ 0.88065974]]
Progress: 26.9% ... Training loss: 0.295 ... Validation loss: 0.458[[  1.65981872e-01   2.17202160e-01  -1.06271132e-01   1.14218330e-01
   -5.31547057e-01  -7.30204202e-02  -6.52794897e-02   1.23257782e-01
   -6.03684861e-02   1.92364869e-01]
 [  1.09282565e-02   1.53817651e-01  -2.11086098e-02   3.81829551e-02
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    1.36763505e-01  -3.30328421e-02]
 [  1.75211633e-01   5.32644538e-01   1.23131942e-02   1.92533589e-03
    2.99759593e-01  -3.12317001e-02  -6.09143773e-01  -3.86181700e-02
    6.09774401e-02   2.80610929e-01]
 [ -5.68822838e-03  -2.99975930e-01  -2.27857905e-01   6.57646746e-02
   -3.50628940e-02   1.55757139e-01   1.26446111e-01   5.73592102e-02
    4.14177911e-02   1.63858987e-01]
 [ -3.14597467e-03   1.54337475e-01  -1.42692511e-01   5.28789985e-02
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   -1.77812760e-01   1.35858974e-03]
 [ -3.57996559e-01  -4.58265923e-01  -2.87614652e-01   1.70544903e-01
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   -4.27880699e-04   2.08034878e-02]
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 [  1.14307341e-01  -2.31310982e-01   3.47087892e-02  -6.65357357e-02
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 [  6.80477565e-02  -3.22328069e-01   9.44274720e-02   4.41252218e-02
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   -1.96134002e-02  -1.29282230e-01]
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   -1.74315869e-01  -2.16753814e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.40207522e-01  -2.39098627e-01   1.11424055e-01   2.55629973e-01
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   -2.28615056e-01  -2.71267540e-02]
 [  1.14682765e-01  -1.05571977e-01  -1.78021062e-02   1.26433688e-01
   -2.65264487e-02  -8.91102985e-02   1.63652870e-01   4.06675301e-03
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 [  4.18268503e-02  -5.60316685e-02  -2.09362278e-01   1.55395105e-01
   -5.53615238e-02   8.38085673e-02  -7.80631511e-02  -1.94454466e-02
   -8.69599501e-02   1.53075102e-03]
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 [ -7.44860269e-02  -4.73715632e-02   2.73799039e-01   9.12048116e-02
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 [  5.08836381e-02  -3.67576644e-02   8.57426367e-02   8.25907184e-02
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   -3.55829033e-02  -7.10021874e-02]
 [  1.14374466e-02  -1.41154504e-01  -2.89454117e-01  -4.54027974e-02
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 [  4.93458649e-02  -9.80047028e-03  -1.17350751e-01   4.19209953e-02
   -8.24598556e-02   3.23124891e-01   2.61199423e-01   2.04970254e-01
   -1.63009010e-01  -6.23052983e-02]
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 [  1.07553713e-01   7.34185886e-02  -4.75594864e-02  -1.03170452e-01
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 [ -9.88817661e-02   2.23277893e-03  -1.53008071e-02   2.30553074e-02
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   -2.66716844e-01  -4.85790891e-03  -5.89550758e-03  -2.36661468e-02
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   -1.82048072e-01  -3.75383251e-01]
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 [  1.23488635e-02  -4.23132509e-01  -4.25713427e-02  -1.06197051e-01
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   -3.62358722e-01  -2.16424636e-01]
 [ -1.62899806e-01  -5.63131919e-01  -6.39920922e-03  -1.94653262e-01
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   -6.10979111e-02   9.00535545e-02]
 [ -2.86105721e-01  -3.71544793e-01   5.78797344e-02  -4.18535103e-02
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   -8.46891338e-02  -1.30501609e-01]
 [ -1.98374519e-01  -2.74719291e-01   2.53021133e-01  -2.37842370e-01
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   -2.52491668e-01  -2.37645358e-02]
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   -4.35795069e-03  -1.12615336e-01]
 [  1.15072225e-01   2.47591700e-01   1.65757173e-01  -8.55238199e-02
   -9.62396435e-02   4.81443609e-02  -1.55275201e-01   2.83680563e-01
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 [  3.52330862e-01   3.19997793e-01  -8.20813991e-02   3.19071522e-01
   -8.99709033e-01  -2.88856422e-01  -4.79631751e-01   1.77908898e-01
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 [  4.76729699e-02   1.42841917e-01   2.53181337e-01   2.51542700e-01
   -6.15279464e-02  -1.96086224e-01  -1.81221282e-01  -1.32884741e-01
   -1.39065847e-01  -2.87198950e-01]
 [  2.72460788e-02  -4.91890706e-02  -1.16607440e-01  -4.87900708e-02
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 [  3.55263311e-03  -4.82038936e-02  -6.55626273e-02  -4.68376317e-02
   -3.04189818e-02  -1.77650596e-01   8.16171628e-02   1.03863144e-02
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 [  2.76399507e-02   6.44218084e-02   2.43850790e-01   7.22055420e-02
   -2.20447283e-01  -1.33856446e-01   1.17935302e-01   3.95565964e-02
   -1.87127890e-01   1.06295588e-01]
 [  7.35276229e-02   3.37013489e-02   1.08648783e-01   1.06951023e-02
   -2.47285206e-01   6.83060528e-02   6.36981995e-02  -2.70483250e-01
   -1.47492129e-02  -8.53885765e-02]
 [ -1.18460087e-02   8.67102588e-02   8.43952739e-02  -3.01625052e-02
   -3.49987364e-02   1.81412028e-01   1.03163850e-01   1.18568744e-01
   -2.15895907e-02   1.73232557e-01]
 [  2.13886070e-01   4.80588096e-02   2.56138281e-02   7.19959379e-02
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   -6.14974401e-02  -2.88279024e-02]
 [  3.70441232e-02  -2.78532268e-02   1.46851282e-02   3.37313878e-02
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 [  3.82291796e-02   5.15300931e-01   1.19076297e-01   4.04639201e-01
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 [  2.58113557e-01   3.00069353e-01   2.46347690e-01   1.45871090e-01
   -4.08814844e-01   8.06895073e-02  -2.09590102e-01   1.62739934e-01
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 [ -7.34908302e-02   2.17175037e-01   2.41823908e-01   1.65361113e-02
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   -3.30294610e-02   5.07657051e-02]
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   -2.72550929e-01  -9.04145890e-02]
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   -2.06952014e-01   3.27636762e-02]
 [  1.02595626e-02  -3.76610886e-01  -1.27371690e-01  -1.62386799e-01
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   -1.65674848e-01  -2.21621197e-01]
 [  1.37006135e-01  -1.94180750e-01  -1.43918384e-01  -5.50577644e-03
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    1.29001443e-01  -1.22488470e-01]
 [ -1.21398941e-01   1.06402632e-01   2.59533350e-01  -2.03544816e-02
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   -1.20205786e-01  -6.45518060e-02]
 [ -3.52355724e-01   5.64324401e-02   1.11381415e-02  -3.42232381e-02
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   -9.39988909e-02   7.07524149e-02]
 [  1.42104514e-01   5.45379103e-02  -2.39436323e-01  -9.73049349e-02
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   -8.13679398e-03  -1.98084725e-01]
 [  2.10224278e-01  -1.57932347e-01   6.28444707e-02  -2.42628056e-02
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    1.11476302e-01  -1.81373537e-01]
 [ -1.04507143e-01  -5.20213646e-02   1.21330696e-01   1.09311229e-01
    4.25934018e-02  -1.12923052e-01   2.46469662e-01  -7.75353011e-02
    1.84640599e-01  -3.50583182e-03]
 [  9.67116748e-03  -1.57165408e-01   2.07822539e-01  -2.28736317e-01
   -6.35110766e-03   1.10016495e-01   3.55239566e-02  -1.14785136e-01
    3.38608638e-02   2.37660960e-01]]
[[ 0.60432238]
 [ 1.51896997]
 [ 0.27163247]
 [ 0.86159891]
 [-2.64229843]
 [-0.26586255]
 [-1.56122662]
 [ 0.05762662]
 [ 0.67380789]
 [ 0.89160057]]
Progress: 26.9% ... Training loss: 0.290 ... Validation loss: 0.459[[  1.65213339e-01   2.14769725e-01  -1.06400992e-01   1.13451888e-01
   -5.30288219e-01  -7.25782303e-02  -6.30800489e-02   1.23203334e-01
   -6.08835505e-02   1.91448574e-01]
 [  1.09282565e-02   1.53817651e-01  -2.11086098e-02   3.81829551e-02
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    1.36763505e-01  -3.30328421e-02]
 [  1.76438917e-01   5.36265717e-01   1.30887009e-02   3.67212758e-03
    2.93788068e-01  -3.15950955e-02  -6.12697225e-01  -3.84873893e-02
    6.24462147e-02   2.82735772e-01]
 [ -8.92683830e-03  -3.06861821e-01  -2.29560003e-01   6.05812189e-02
   -1.91645805e-02   1.57202839e-01   1.34255345e-01   5.70024548e-02
    3.71917240e-02   1.58745584e-01]
 [ -5.12157437e-04   1.60288939e-01  -1.41612558e-01   5.69603253e-02
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   -1.74686883e-01   5.24165948e-03]
 [ -3.59409407e-01  -4.62257747e-01  -2.88245220e-01   1.68728573e-01
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   -1.99481807e-03   1.86324561e-02]
 [ -8.80162580e-03  -2.02623843e-01   7.64736758e-03   8.34305304e-02
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 [  8.46867840e-03  -1.60090295e-01   2.07325131e-01  -2.30402430e-01
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[[ 0.60609786]
 [ 1.52245694]
 [ 0.27057299]
 [ 0.86062597]
 [-2.64123913]
 [-0.26914413]
 [-1.56431904]
 [ 0.05662814]
 [ 0.67373363]
 [ 0.89018345]]
Progress: 26.9% ... Training loss: 0.290 ... Validation loss: 0.455[[  1.63862948e-01   2.11844332e-01  -1.06893179e-01   1.11842919e-01
   -5.27313931e-01  -7.20528854e-02  -5.98335588e-02   1.23085457e-01
   -6.22511944e-02   1.89326915e-01]
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 [  8.50177410e-03  -1.59415793e-01   2.07391231e-01  -2.30101901e-01
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[[ 0.59748841]
 [ 1.51253768]
 [ 0.2626044 ]
 [ 0.85145209]
 [-2.64612445]
 [-0.27449043]
 [-1.56955269]
 [ 0.04952563]
 [ 0.66447446]
 [ 0.88141134]]
Progress: 27.0% ... Training loss: 0.293 ... Validation loss: 0.459[[  1.64581549e-01   2.13812442e-01  -1.06611735e-01   1.13101684e-01
   -5.31410218e-01  -7.24053337e-02  -6.12357191e-02   1.23148598e-01
   -6.15011948e-02   1.90108782e-01]
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 [  1.76236546e-01   5.39683492e-01   1.30090020e-02   2.48680261e-03
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    6.21264159e-02   2.81943217e-01]
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   -2.31767543e-03   1.79870062e-02]
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   -1.74807465e-01  -2.17435453e-01]
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 [  2.57705168e-01   2.99043502e-01   2.46171580e-01   1.45286535e-01
   -4.07220102e-01   8.08882154e-02  -2.08410806e-01   1.62692512e-01
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   -3.38269808e-02   1.31024142e-01  -9.60220730e-02  -1.50973834e-02
   -3.34434415e-02   5.02337941e-02]
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   -2.71678463e-01  -8.92569857e-02]
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   -2.06908168e-01   3.28540753e-02]
 [  1.05116023e-02  -3.76294580e-01  -1.27260104e-01  -1.62030764e-01
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   -1.65400181e-01  -2.21285888e-01]
 [  1.37162382e-01  -1.94050442e-01  -1.43692360e-01  -4.48031455e-03
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    1.29414759e-01  -1.22171118e-01]
 [ -1.20225877e-01   1.08422565e-01   2.60122264e-01  -1.85564516e-02
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   -1.18785612e-01  -6.28087671e-02]
 [ -3.53022603e-01   5.48418142e-02   1.08986323e-02  -3.50469582e-02
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   -9.46280745e-02   6.97356467e-02]
 [  1.43508521e-01   5.64121191e-02  -2.38675334e-01  -9.47516123e-02
    1.40625896e-01  -2.92819971e-01   4.70225639e-02  -1.68471507e-01
   -6.28435973e-03  -1.95898345e-01]
 [  2.08240379e-01  -1.64063401e-01   6.18428748e-02  -2.75491676e-02
    9.68500269e-02  -3.19678701e-02   1.89004413e-02  -1.37102817e-01
    1.08942260e-01  -1.84787207e-01]
 [ -1.05596419e-01  -5.51336741e-02   1.20859859e-01   1.07709726e-01
    4.74657565e-02  -1.12413949e-01   2.49317926e-01  -7.76409637e-02
    1.83314309e-01  -5.17784288e-03]
 [  1.04313362e-02  -1.55100787e-01   2.08193774e-01  -2.27384963e-01
   -1.27129686e-02   1.09575397e-01   3.35211612e-02  -1.14726472e-01
    3.51173250e-02   2.38868749e-01]]
[[ 0.60691402]
 [ 1.52233655]
 [ 0.27193594]
 [ 0.86033766]
 [-2.63698925]
 [-0.26565371]
 [-1.56020474]
 [ 0.05867571]
 [ 0.67395728]
 [ 0.8925521 ]]
Progress: 27.1% ... Training loss: 0.290 ... Validation loss: 0.457[[  1.62694187e-01   2.08898839e-01  -1.07542403e-01   1.10150761e-01
   -5.24009981e-01  -7.15431568e-02  -5.67479770e-02   1.22938703e-01
   -6.36462157e-02   1.87089609e-01]
 [  1.04140770e-02   1.52073420e-01  -2.13855760e-02   3.72971261e-02
    1.10940399e-01  -4.32903990e-03   3.14992407e-01   4.09143397e-02
    1.36176483e-01  -3.39619303e-02]
 [  1.75865046e-01   5.38745801e-01   1.26090623e-02   1.19423326e-03
    3.04689416e-01  -3.11181279e-02  -6.16157008e-01  -3.86148863e-02
    6.16214995e-02   2.81203457e-01]
 [ -5.23372456e-03  -3.02444453e-01  -2.27956632e-01   6.61072944e-02
   -3.02062930e-02   1.55651984e-01   1.29148623e-01   5.73500472e-02
    4.14152346e-02   1.64617383e-01]
 [  8.72937310e-04   1.63961292e-01  -1.41096574e-01   5.91103011e-02
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   -1.73499898e-01   7.49170052e-03]
 [ -3.60895409e-01  -4.67529641e-01  -2.88807343e-01   1.67569550e-01
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   -3.48908895e-03   1.63902383e-02]
 [ -8.70348652e-03  -2.03859416e-01   7.73472905e-03   8.36708928e-02
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    1.84247604e-01   2.28633729e-02]
 [  1.14076472e-01  -2.32471299e-01   3.46735116e-02  -6.68888740e-02
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    8.00268214e-02  -2.27332767e-02]
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 [  6.77394049e-02  -3.24359819e-01   9.45597729e-02   4.43806986e-02
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   -2.20585760e-02  -1.32795836e-01]
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   -1.73738649e-01  -2.16321650e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
    8.76352615e-02   1.74907295e-01]
 [ -2.43099588e-01  -2.46209377e-01   1.10244403e-01   2.52421152e-01
   -8.99000759e-02  -7.64883993e-02  -1.76162425e-02  -2.56801770e-01
   -2.31728375e-01  -3.13909052e-02]
 [  1.15086070e-01  -1.05855303e-01  -1.76047904e-02   1.27127856e-01
   -2.87004239e-02  -8.93321871e-02   1.63653059e-01   4.10502556e-03
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 [  4.12828714e-02  -5.91941436e-02  -2.09579610e-01   1.54734771e-01
   -5.34731616e-02   8.40341640e-02  -7.51134402e-02  -1.95096768e-02
   -8.75741460e-02   4.20702250e-04]
 [ -1.22697379e-01  -6.69914471e-02  -2.03558110e-01   1.53802389e-01
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 [ -7.66026158e-02  -5.25299115e-02   2.72890476e-01   8.81956450e-02
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 [  5.18188150e-02  -3.49598290e-02   8.61937011e-02   8.36954287e-02
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   -3.45613830e-02  -6.96651404e-02]
 [  1.20916195e-02  -1.39746363e-01  -2.89102835e-01  -4.43948508e-02
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 [  5.07221246e-02  -6.98264336e-03  -1.16716236e-01   4.40423870e-02
   -8.84149402e-02   3.22454246e-01   2.57936599e-01   2.05107667e-01
   -1.61328554e-01  -6.04242943e-02]
 [ -8.92337491e-04  -2.70164968e-02   1.20332878e-01   9.94322500e-02
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 [  1.08469895e-01   7.55322162e-02  -4.71668687e-02  -1.01892126e-01
   -9.53709861e-02  -3.29545199e-01   1.12403636e-01   8.59590746e-03
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 [ -9.96076236e-02   2.88665730e-04  -1.56363697e-02   2.20614411e-02
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 [ -1.44635626e-01  -7.42216644e-02  -1.97382693e-01  -3.35195674e-03
   -2.66435981e-01  -4.77733027e-03  -5.09820896e-03  -2.36813810e-02
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 [ -3.04031455e-02  -7.83654333e-02  -7.47654794e-02  -1.27884348e-01
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   -1.82194563e-01  -3.75780970e-01]
 [ -1.74483631e-02  -3.73133896e-01  -3.04728049e-02  -7.54620981e-02
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    2.73382686e-02  -3.84118526e-01]
 [  1.15817147e-02  -4.25378079e-01  -4.29499816e-02  -1.07328282e-01
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   -3.63249955e-01  -2.17625516e-01]
 [ -1.63463856e-01  -5.64921142e-01  -6.66439085e-03  -1.95405491e-01
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   -6.17286556e-02   8.93430697e-02]
 [ -2.85665921e-01  -3.71294574e-01   5.80905331e-02  -4.10812262e-02
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   -8.40971058e-02  -1.29726627e-01]
 [ -1.98252668e-01  -2.75286465e-01   2.53110299e-01  -2.37504911e-01
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   -2.52249125e-01  -2.34052101e-02]
 [ -1.23480717e-01  -2.02053912e-01  -1.78072238e-01  -9.38639722e-02
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   -3.62897353e-03  -1.11686031e-01]
 [  1.15931067e-01   2.49563104e-01   1.66157795e-01  -8.42542968e-02
   -9.99130487e-02   4.77641196e-02  -1.57369855e-01   2.83765235e-01
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 [  3.48877053e-01   3.11929217e-01  -8.36638023e-02   3.14001649e-01
   -8.87203773e-01  -2.87248106e-01  -4.70663487e-01   1.77553483e-01
    3.80131082e-01  -3.61901863e-02]
 [  4.84300073e-02   1.44312808e-01   2.53553692e-01   2.52652128e-01
   -6.49773307e-02  -1.96436716e-01  -1.82916859e-01  -1.32809261e-01
   -1.38156784e-01  -2.86036275e-01]
 [  2.66786756e-02  -5.06913608e-02  -1.16876631e-01  -4.96913435e-02
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    3.76106099e-02   2.12902355e-01]
 [  2.92612872e-03  -4.92541319e-02  -6.58221859e-02  -4.77211415e-02
   -2.76808754e-02  -1.77411367e-01   8.30476865e-02   1.03313363e-02
    3.97783977e-02   9.46186450e-03]
 [  2.91193542e-02   6.85059814e-02   2.44514404e-01   7.44096422e-02
   -2.27490025e-01  -1.34601531e-01   1.13765963e-01   3.96858980e-02
   -1.85375768e-01   1.08489734e-01]
 [  7.32559981e-02   3.32056299e-02   1.08538349e-01   1.02255828e-02
   -2.45986129e-01   6.84384877e-02   6.40201589e-02  -2.70514464e-01
   -1.50833861e-02  -8.58630572e-02]
 [ -1.30962671e-02   8.36782628e-02   8.37774219e-02  -3.21318350e-02
   -2.91904756e-02   1.82007440e-01   1.06371652e-01   1.18441478e-01
   -2.31024811e-02   1.71245118e-01]
 [  2.14814323e-01   5.07296325e-02   2.61256186e-02   7.35770163e-02
    7.03638699e-02  -2.03419527e-02  -1.44783380e-01   1.47965859e-01
   -6.02702416e-02  -2.72913882e-02]
 [  3.69040246e-02  -2.79448413e-02   1.46567712e-02   3.35671606e-02
   -3.82649221e-01  -1.20712061e-01  -1.90431820e-01   4.07880452e-02
    1.14239875e-01   1.87081337e-01]
 [  3.67333555e-02   5.11227447e-01   1.18375979e-01   4.02619284e-01
   -1.06552425e+00  -3.02354811e-01  -6.04246920e-01  -7.32405883e-02
    2.78832371e-01   3.22640017e-01]
 [  1.80017165e-01   5.10516698e-01   6.50443284e-02   4.21344657e-01
   -8.64590766e-01  -8.41720994e-02  -4.51655172e-01   1.51059809e-01
    2.07375171e-01   4.87740922e-01]
 [  2.57912814e-01   2.99744266e-01   2.46255782e-01   1.45589476e-01
   -4.08020153e-01   8.08032960e-02  -2.09133483e-01   1.62709187e-01
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 [ -7.37027462e-02   2.16579615e-01   2.41711235e-01   1.62260994e-02
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   -3.32661929e-02   5.04934682e-02]
 [ -9.50739900e-02  -8.52132377e-04   2.63331268e-02   9.74863642e-02
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   -2.71608430e-01  -8.91474054e-02]
 [ -2.19561834e-01  -2.20872024e-02  -9.29565253e-02  -3.43679375e-01
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   -2.07117028e-01   3.25823191e-02]
 [  1.06860049e-02  -3.75994959e-01  -1.27195582e-01  -1.61775132e-01
    3.72634147e-01   2.61686573e-02   1.75184019e-01   1.52544870e-01
   -1.65215100e-01  -2.21051120e-01]
 [  1.37193947e-01  -1.93814668e-01  -1.43633554e-01  -4.18838620e-03
    1.02428189e-01  -5.73346925e-02   3.02132057e-02  -1.49915147e-01
    1.29527818e-01  -1.22070340e-01]
 [ -1.19811233e-01   1.09131197e-01   2.60308248e-01  -1.79170190e-02
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   -1.18304608e-01  -6.21441930e-02]
 [ -3.51953893e-01   5.71434667e-02   1.13644222e-02  -3.35563375e-02
    1.63654801e-01  -1.70356379e-01  -1.01737086e-02   2.34423186e-01
   -9.34366960e-02   7.11462009e-02]
 [  1.42330220e-01   5.31820619e-02  -2.39254718e-01  -9.66594623e-02
    1.46012692e-01  -2.92283765e-01   4.99533824e-02  -1.68597898e-01
   -7.61121205e-03  -1.97826878e-01]
 [  2.08109236e-01  -1.64819671e-01   6.17582738e-02  -2.76843150e-02
    9.71597398e-02  -3.19091718e-02   1.95507782e-02  -1.37114072e-01
    1.08849443e-01  -1.84990948e-01]
 [ -1.06517777e-01  -5.74992655e-02   1.20460248e-01   1.06434487e-01
    5.13187456e-02  -1.12037742e-01   2.51560217e-01  -7.77317726e-02
    1.82318999e-01  -6.47955385e-03]
 [  9.22364985e-03  -1.57571259e-01   2.07606729e-01  -2.29301828e-01
   -8.60000511e-03   1.10164318e-01   3.64092941e-02  -1.14859075e-01
    3.37053426e-02   2.36996710e-01]]
[[ 0.59846054]
 [ 1.51810423]
 [ 0.26490566]
 [ 0.85257026]
 [-2.64095786]
 [-0.26984753]
 [-1.56662557]
 [ 0.052737  ]
 [ 0.66339359]
 [ 0.88449691]]
Progress: 27.1% ... Training loss: 0.292 ... Validation loss: 0.459[[  1.63399427e-01   2.10958533e-01  -1.07205356e-01   1.11152463e-01
   -5.27648409e-01  -7.18670022e-02  -5.83711527e-02   1.23004475e-01
   -6.29011337e-02   1.87999576e-01]
 [  1.06489511e-02   1.52656757e-01  -2.12727516e-02   3.76759196e-02
    1.09996511e-01  -4.44529302e-03   3.14556231e-01   4.09362599e-02
    1.36467480e-01  -3.35858428e-02]
 [  1.74355705e-01   5.36129058e-01   1.18939763e-02  -1.59640771e-03
    3.13694230e-01  -3.03134297e-02  -6.13726123e-01  -3.87732359e-02
    5.96358557e-02   2.78961647e-01]
 [ -6.26599355e-03  -3.05378952e-01  -2.28377291e-01   6.49269259e-02
   -2.64925288e-02   1.56089774e-01   1.32150490e-01   5.72829965e-02
    4.05794016e-02   1.63740094e-01]
 [  3.21981010e-04   1.62420138e-01  -1.41391997e-01   5.81866152e-02
    2.07639484e-02  -1.85140045e-01   2.98852358e-02  -1.17875811e-01
   -1.74122549e-01   6.17926890e-03]
 [ -3.60470087e-01  -4.67278463e-01  -2.88610560e-01   1.68476480e-01
    9.97990975e-02   3.97160247e-02   1.59207133e-01  -3.56832863e-02
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[[ 0.60133295]
 [ 1.52140557]
 [ 0.2681257 ]
 [ 0.85761827]
 [-2.63831692]
 [-0.26572328]
 [-1.56118344]
 [ 0.05468877]
 [ 0.66718255]
 [ 0.88625222]]
Progress: 27.1% ... Training loss: 0.290 ... Validation loss: 0.460[[  1.66192122e-01   2.18065279e-01  -1.05939766e-01   1.15517756e-01
   -5.41902955e-01  -7.32166227e-02  -6.59339009e-02   1.23270024e-01
   -5.97420220e-02   1.92053736e-01]
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   -1.74148708e-01  -2.17012619e-01]
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[[ 0.61873769]
 [ 1.53725678]
 [ 0.28634187]
 [ 0.87116233]
 [-2.62168637]
 [-0.25230149]
 [-1.54992122]
 [ 0.07026729]
 [ 0.68455003]
 [ 0.9038206 ]]
Progress: 27.2% ... Training loss: 0.298 ... Validation loss: 0.468[[  1.64666556e-01   2.15002914e-01  -1.06556683e-01   1.13527856e-01
   -5.36839433e-01  -7.25879604e-02  -6.20740792e-02   1.23108397e-01
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 [  1.80766093e-01   5.50449602e-01   1.47118272e-02   7.23473326e-03
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   -1.16267901e-01  -5.96990131e-02]
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   -4.86431494e-03  -1.94290977e-01]
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 [ -1.08233259e-01  -6.11997214e-02   1.19647126e-01   1.03948416e-01
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    1.80473842e-01  -8.81109612e-03]
 [  6.00559205e-03  -1.63753849e-01   2.06126991e-01  -2.33681782e-01
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[[ 0.60734339]
 [ 1.53201529]
 [ 0.27340227]
 [ 0.85510641]
 [-2.63808976]
 [-0.26692876]
 [-1.57000118]
 [ 0.05697558]
 [ 0.67070761]
 [ 0.88952272]]
Progress: 27.2% ... Training loss: 0.290 ... Validation loss: 0.452[[  1.63970474e-01   2.12938472e-01  -1.06865246e-01   1.12456265e-01
   -5.34754060e-01  -7.22262445e-02  -5.99487294e-02   1.23041300e-01
   -6.19719278e-02   1.88470170e-01]
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 [  1.82907779e-01   5.55811368e-01   1.56701280e-02   9.93998388e-03
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   -1.80753822e-01  -2.48674268e-03]
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   -8.17479158e-03   9.93681417e-03]
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   -1.74943751e-01  -2.18177949e-01]
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   -3.46680832e-02  -6.99149995e-02]
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   -1.82339586e-01  -3.76011871e-01]
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 [  1.14388804e-02  -4.26087456e-01  -4.30241668e-02  -1.07530423e-01
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   -8.49021759e-02  -1.30770409e-01]
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 [  3.45046397e-01   3.04345038e-01  -8.53714906e-02   3.08623286e-01
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 [  4.78499378e-02   1.43087182e-01   2.53279750e-01   2.51773603e-01
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 [  2.48817761e-02  -5.51696609e-02  -1.17717815e-01  -5.23416158e-02
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   -1.83882967e-01   1.10239823e-01]
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   -2.47628700e-01   6.82458671e-02   6.29335058e-02  -2.70466231e-01
   -1.46128590e-02  -8.51417265e-02]
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   -2.13265002e-02   1.73582837e-01]
 [  2.15440004e-01   5.25138846e-02   2.63690457e-02   7.44095760e-02
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   -5.96011944e-02  -2.64227620e-02]
 [  3.73893080e-02  -2.67127464e-02   1.48759606e-02   3.42777721e-02
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 [  3.78898507e-02   5.13120708e-01   1.18951084e-01   4.04329912e-01
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   -4.11721609e-01   8.04595657e-02  -2.10835078e-01   1.62788840e-01
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   -1.16434088e-01  -5.99230927e-02]
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   -9.24531016e-02   7.21743403e-02]
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   -5.07386027e-03  -1.94595231e-01]
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    1.80519459e-01  -8.72330136e-03]
 [  5.30095227e-03  -1.65351430e-01   2.05817682e-01  -2.34602351e-01
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    2.97112549e-02   2.31213205e-01]]
[[ 0.60475866]
 [ 1.5304145 ]
 [ 0.27171926]
 [ 0.85100439]
 [-2.63488098]
 [-0.26906466]
 [-1.57302561]
 [ 0.05481825]
 [ 0.66682236]
 [ 0.8869148 ]]
Progress: 27.3% ... Training loss: 0.291 ... Validation loss: 0.451[[  1.63184850e-01   2.10662056e-01  -1.07173195e-01   1.11376739e-01
   -5.30338748e-01  -7.19283435e-02  -5.75695183e-02   1.22984446e-01
   -6.28116499e-02   1.87565242e-01]
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    1.37441434e-01  -3.22873297e-02]
 [  1.80058699e-01   5.52015584e-01   1.42045433e-02   5.37713139e-03
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    6.55815457e-02   2.86898473e-01]
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   -2.06049378e-02   1.56303213e-01   1.36180089e-01   5.71269333e-02
    3.97278601e-02   1.63638983e-01]
 [ -4.67077639e-03   1.48572420e-01  -1.43790837e-01   5.04308476e-02
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[[ 0.61088809]
 [ 1.53379277]
 [ 0.27907455]
 [ 0.86078534]
 [-2.62835593]
 [-0.2609778 ]
 [-1.56145252]
 [ 0.06251796]
 [ 0.6763099 ]
 [ 0.89430154]]
Progress: 27.4% ... Training loss: 0.290 ... Validation loss: 0.457[[  1.62757063e-01   2.09715264e-01  -1.07309355e-01   1.10876992e-01
   -5.29815194e-01  -7.17515039e-02  -5.70326662e-02   1.22941986e-01
   -6.32152902e-02   1.87018421e-01]
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 [  1.79707888e-01   5.52928205e-01   1.39286139e-02   3.98051031e-03
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 [ -7.97423919e-03   1.40104819e-01  -1.45312477e-01   4.58826593e-02
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   -1.73349861e-01  -2.16091995e-01]
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    1.80059807e-01  -9.16077205e-03]
 [  4.05283196e-03  -1.67896388e-01   2.05269528e-01  -2.36138774e-01
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[[ 0.60010819]
 [ 1.52222778]
 [ 0.26559473]
 [ 0.84870742]
 [-2.63815247]
 [-0.26813927]
 [-1.57295187]
 [ 0.05469798]
 [ 0.66683531]
 [ 0.88286807]]
Progress: 27.4% ... Training loss: 0.291 ... Validation loss: 0.461[[  1.67029762e-01   2.18904752e-01  -1.05347358e-01   1.17140464e-01
   -5.47810989e-01  -7.37408716e-02  -6.77696097e-02   1.23353574e-01
   -5.81439028e-02   1.93466080e-01]
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 [  1.84215419e-01   5.64715391e-01   1.60893505e-02   1.08084339e-02
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 [  1.41417047e-01  -1.84493668e-01  -1.41821426e-01   2.53965366e-03
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   -1.15128006e-01  -5.83496911e-02]
 [ -3.50108035e-01   6.02089355e-02   1.22347527e-02  -3.07103986e-02
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   -9.12215442e-02   7.40795682e-02]
 [  1.45058412e-01   5.77787374e-02  -2.37712886e-01  -9.19945390e-02
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   -4.19874630e-03  -1.93684405e-01]
 [  2.06710594e-01  -1.69626418e-01   6.12279701e-02  -2.95176578e-02
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    1.07356004e-01  -1.87039757e-01]
 [ -1.07991845e-01  -6.11314375e-02   1.19825314e-01   1.04340935e-01
    5.64491332e-02  -1.11548584e-01   2.55025581e-01  -7.79120587e-02
    1.80725007e-01  -8.29503974e-03]
 [  3.98280430e-03  -1.67822892e-01   2.05190802e-01  -2.36286263e-01
    4.14219095e-03   1.12399851e-01   4.92077379e-02  -1.15369861e-01
    2.86030810e-02   2.29362592e-01]]
[[ 0.62154367]
 [ 1.54547024]
 [ 0.28434791]
 [ 0.86902118]
 [-2.62239379]
 [-0.2538308 ]
 [-1.55802314]
 [ 0.07267032]
 [ 0.68527508]
 [ 0.90428699]]
Progress: 27.4% ... Training loss: 0.302 ... Validation loss: 0.463[[  1.67831322e-01   2.20205116e-01  -1.04969295e-01   1.17952111e-01
   -5.48894004e-01  -7.39588128e-02  -6.89228386e-02   1.23449383e-01
   -5.73313955e-02   1.94307915e-01]
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 [  1.81862313e-01   5.60677208e-01   1.49591752e-02   6.87407852e-03
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    6.71014817e-02   2.89160623e-01]
 [ -1.90236468e-03  -2.98250863e-01  -2.25754750e-01   7.28433199e-02
   -4.38144863e-02   1.53737625e-01   1.24100271e-01   5.78722325e-02
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 [ -7.38140771e-03   1.42089323e-01  -1.45126928e-01   4.63533159e-02
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   -1.83459070e-01  -6.59121802e-03]
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   -6.16532392e-03   1.24355062e-02]
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   -2.28152599e-02  -1.33863506e-01]
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   -1.72492401e-01  -2.14970941e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.44325160e-01  -2.50843422e-01   1.09877700e-01   2.51788156e-01
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   -2.32697370e-01  -3.27004189e-02]
 [  1.13984512e-01  -1.09943802e-01  -1.80756071e-02   1.25857398e-01
   -2.59399728e-02  -8.90527324e-02   1.67984116e-01   3.99530622e-03
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   -8.88926975e-02  -1.50160793e-03]
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 [ -7.51200102e-02  -4.92028924e-02   2.73435301e-01   9.03670505e-02
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 [  5.37365578e-02  -3.05998349e-02   8.71068612e-02   8.61089477e-02
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   -3.24612490e-02  -6.71063559e-02]
 [  1.33565476e-02  -1.36333532e-01  -2.88494315e-01  -4.25127945e-02
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 [  5.02321952e-02  -9.32755467e-03  -1.16937732e-01   4.33246814e-02
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   -1.61812453e-01  -6.12745108e-02]
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   -1.82721205e-01  -3.76636960e-01]
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 [  1.14425109e-02  -4.26835580e-01  -4.30414993e-02  -1.07511879e-01
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   -3.63391034e-01  -2.17818468e-01]
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   -8.46501087e-02  -1.30434182e-01]
 [ -1.98965404e-01  -2.78396529e-01   2.52878851e-01  -2.38286377e-01
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   -2.52835180e-01  -2.40420834e-02]
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   -3.94780444e-03  -1.12270796e-01]
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   -1.10518602e-01   4.66355531e-02  -1.64110003e-01   2.84028560e-01
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 [  3.47002193e-01   3.10431805e-01  -8.43063851e-02   3.11667606e-01
   -8.84970027e-01  -2.86626006e-01  -4.67156586e-01   1.77390185e-01
    3.78429048e-01  -3.85205572e-02]
 [  4.75982622e-02   1.42450249e-01   2.53162528e-01   2.51404647e-01
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   -1.39081790e-01  -2.87389990e-01]
 [  2.37082043e-02  -5.83730542e-02  -1.18269140e-01  -5.40509896e-02
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 [  2.56106170e-03  -5.04353607e-02  -6.60143670e-02  -4.83212032e-02
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 [  3.03218060e-02   7.17988923e-02   2.44956090e-01   7.62313054e-02
   -2.33155517e-01  -1.35223625e-01   1.10234367e-01   3.97763270e-02
   -1.84026638e-01   1.10057011e-01]
 [  7.38946881e-02   3.51910400e-02   1.08831158e-01   1.11100503e-02
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   -1.44719734e-02  -8.49972995e-02]
 [ -1.06448753e-02   9.02235865e-02   8.47725019e-02  -2.86260079e-02
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   -2.03708844e-02   1.74737960e-01]
 [  2.14220645e-01   4.97040102e-02   2.58212402e-02   7.25460285e-02
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   -6.11157404e-02  -2.83500419e-02]
 [  3.77614901e-02  -2.54633166e-02   1.50269890e-02   3.47752726e-02
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 [  4.00330512e-02   5.15990708e-01   1.19899751e-01   4.07220701e-01
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 [  2.57845132e-01   2.99911903e-01   2.46271952e-01   1.45572299e-01
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   -3.25494732e-02   5.13575189e-02]
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   -2.70818990e-01  -8.81799410e-02]
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   -2.06200913e-01   3.36602085e-02]
 [  1.09392069e-02  -3.76331099e-01  -1.27113759e-01  -1.61399503e-01
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   -1.64951180e-01  -2.20681298e-01]
 [  1.40680612e-01  -1.86365674e-01  -1.42144191e-01   1.50089704e-03
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 [ -1.17343479e-01   1.12038877e-01   2.61458084e-01  -1.42742966e-02
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   -1.15416356e-01  -5.87233116e-02]
 [ -3.50192116e-01   5.97891337e-02   1.22307378e-02  -3.08122473e-02
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   -9.12307761e-02   7.38486268e-02]
 [  1.45157336e-01   5.78024416e-02  -2.37649366e-01  -9.18471804e-02
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   -4.08427267e-03  -1.93592954e-01]
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    1.07907869e-01  -1.86321447e-01]
 [ -1.07570138e-01  -6.04748560e-02   1.20014227e-01   1.04937669e-01
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    1.81261469e-01  -7.65818004e-03]
 [  4.06948020e-03  -1.67215292e-01   2.05215215e-01  -2.36283889e-01
    3.88519321e-03   1.12400092e-01   4.87119950e-02  -1.15369417e-01
    2.86471410e-02   2.29516920e-01]]
[[ 0.62097445]
 [ 1.54391464]
 [ 0.28385592]
 [ 0.87243017]
 [-2.62728747]
 [-0.25380754]
 [-1.55672423]
 [ 0.07382659]
 [ 0.68734459]
 [ 0.90635197]]
Progress: 27.5% ... Training loss: 0.300 ... Validation loss: 0.469[[  1.63394311e-01   2.10947778e-01  -1.06985709e-01   1.11521481e-01
   -5.30678510e-01  -7.21022711e-02  -5.92894056e-02   1.22915939e-01
   -6.23494758e-02   1.88104396e-01]
 [  1.14345099e-02   1.53809357e-01  -2.08873508e-02   3.91109367e-02
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    1.37409959e-01  -3.23317577e-02]
 [  1.78529045e-01   5.54346538e-01   1.34512155e-02   1.61233949e-03
    3.08689949e-01  -3.18124008e-02  -6.32422894e-01  -3.85969842e-02
    6.32592354e-02   2.84846710e-01]
 [ -2.04120339e-03  -2.99306255e-01  -2.25813158e-01   7.26227449e-02
   -4.12636125e-02   1.53928394e-01   1.25436905e-01   5.78417267e-02
    4.68839211e-02   1.72877495e-01]
 [ -8.67655434e-03   1.39215806e-01  -1.45714376e-01   4.47142168e-02
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[[ 0.59732677]
 [ 1.52140763]
 [ 0.26168008]
 [ 0.84928222]
 [-2.64713315]
 [-0.27300467]
 [-1.57641291]
 [ 0.05095426]
 [ 0.66290073]
 [ 0.87889579]]
Progress: 27.6% ... Training loss: 0.292 ... Validation loss: 0.462[[  1.62645669e-01   2.09115172e-01  -1.07241269e-01   1.10791643e-01
   -5.28282929e-01  -7.17950096e-02  -5.71273577e-02   1.22879414e-01
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 [  1.76523553e-01   5.52454491e-01   1.26346846e-02  -1.67711811e-03
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[[ 0.60125386]
 [ 1.52284289]
 [ 0.26444663]
 [ 0.85577318]
 [-2.64192114]
 [-0.26777931]
 [-1.56827185]
 [ 0.05646047]
 [ 0.66941091]
 [ 0.88349296]]
Progress: 27.6% ... Training loss: 0.291 ... Validation loss: 0.465[[  1.65377234e-01   2.16306427e-01  -1.05932614e-01   1.14799324e-01
   -5.38960720e-01  -7.30776004e-02  -6.33675717e-02   1.23154570e-01
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   -3.35742799e-02   5.00556335e-02]
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   -2.06240476e-01   3.36099749e-02]
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   -1.65356174e-01  -2.21218219e-01]
 [  1.39458605e-01  -1.89177055e-01  -1.42607635e-01   2.16245192e-04
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 [ -1.17378232e-01   1.11453489e-01   2.61459735e-01  -1.40664648e-02
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   -1.15415468e-01  -5.87427085e-02]
 [ -3.51962437e-01   5.50723561e-02   1.14680054e-02  -3.31485880e-02
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   -9.31362963e-02   7.14082205e-02]
 [  1.47386133e-01   6.23405907e-02  -2.36543013e-01  -8.83077406e-02
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   -1.40877181e-03  -1.90208510e-01]
 [  2.08984411e-01  -1.65620385e-01   6.23227756e-02  -2.61644427e-02
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    1.09954158e-01  -1.83574752e-01]
 [ -1.08025601e-01  -6.20541714e-02   1.19803269e-01   1.04295396e-01
    5.71104495e-02  -1.11566637e-01   2.55865971e-01  -7.79137445e-02
    1.80818588e-01  -8.23505763e-03]
 [  2.41836964e-03  -1.71144135e-01   2.04471064e-01  -2.38535946e-01
    7.81263728e-03   1.13050054e-01   5.26444291e-02  -1.15577863e-01
    2.69766770e-02   2.27340469e-01]]
[[ 0.62137861]
 [ 1.54209935]
 [ 0.28143079]
 [ 0.87528118]
 [-2.63038144]
 [-0.25379772]
 [-1.55362556]
 [ 0.07227982]
 [ 0.68839944]
 [ 0.90187917]]
Progress: 27.6% ... Training loss: 0.296 ... Validation loss: 0.471[[  1.63021559e-01   2.10779907e-01  -1.07008643e-01   1.11563519e-01
   -5.29807397e-01  -7.20723477e-02  -5.74938671e-02   1.22887622e-01
   -6.26423682e-02   1.87628236e-01]
 [  1.10221057e-02   1.52731835e-01  -2.10661921e-02   3.86097868e-02
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 [  1.78564333e-01   5.60109796e-01   1.31915727e-02   2.52384334e-04
    3.12997766e-01  -3.13083377e-02  -6.35898472e-01  -3.85964436e-02
    6.26022588e-02   2.83920589e-01]
 [ -3.59905237e-03  -3.03252046e-01  -2.26383746e-01   7.07245799e-02
   -3.47432394e-02   1.54380274e-01   1.29565091e-01   5.76063929e-02
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 [ -7.98981446e-03   1.40270415e-01  -1.45502985e-01   4.53230637e-02
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   -1.84285083e-01  -8.26347785e-03]
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   -7.06828554e-03   1.09399370e-02]
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   -2.54519160e-02  -1.37216532e-01]
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   -1.71957217e-01  -2.14235659e-01]
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   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.44814852e-01  -2.53010942e-01   1.09794553e-01   2.51776979e-01
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   -2.32995186e-01  -3.33384800e-02]
 [  1.13635591e-01  -1.12413311e-01  -1.81836374e-02   1.25902823e-01
   -2.65811332e-02  -8.90810639e-02   1.70063669e-01   3.95278651e-03
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 [  3.95530661e-02  -6.53464918e-02  -2.10361564e-01   1.52653036e-01
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   -8.93861479e-02  -2.21733084e-03]
 [ -1.20402648e-01  -6.28264551e-02  -2.02530094e-01   1.57152990e-01
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 [ -7.36995388e-02  -4.60379046e-02   2.74031027e-01   9.22688721e-02
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 [  5.32325964e-02  -3.26245490e-02   8.68845215e-02   8.54441055e-02
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   -3.29174806e-02  -6.76420779e-02]
 [  1.29660244e-02  -1.36596333e-01  -2.88618296e-01  -4.28249391e-02
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 [  4.98096362e-02  -1.01662578e-02  -1.17092284e-01   4.28933943e-02
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   -1.62212792e-01  -6.18187808e-02]
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 [  1.08593771e-01   7.53920316e-02  -4.70802243e-02  -1.01611384e-01
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   -1.82462322e-01  -3.76399024e-01]
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 [  1.22020767e-02  -4.26797210e-01  -4.26680173e-02  -1.06216461e-01
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   -3.62425361e-01  -2.16622168e-01]
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   -6.24775426e-02   8.83384893e-02]
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   -8.57344595e-02  -1.31871623e-01]
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   -2.52744457e-01  -2.39337081e-02]
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   -4.66758674e-03  -1.13210263e-01]
 [  1.16566574e-01   2.52666885e-01   1.66509133e-01  -8.31554866e-02
   -1.03022982e-01   4.74174311e-02  -1.59919289e-01   2.83813805e-01
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 [  3.49081630e-01   3.15930451e-01  -8.33158614e-02   3.14735331e-01
   -8.91227135e-01  -2.87616642e-01  -4.72354590e-01   1.77609121e-01
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 [  4.73549035e-02   1.41736037e-01   2.53045010e-01   2.51124026e-01
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   -1.39336722e-01  -2.87731437e-01]
 [  2.43488446e-02  -5.69916500e-02  -1.17950084e-01  -5.30516984e-02
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 [  2.29548533e-03  -5.07862209e-02  -6.61390837e-02  -4.87503538e-02
   -2.47434864e-02  -1.77175683e-01   8.46009827e-02   1.02470953e-02
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 [  3.00743229e-02   7.12788618e-02   2.44797326e-01   7.58519244e-02
   -2.32428048e-01  -1.35174002e-01   1.10579004e-01   3.97305718e-02
   -1.84393531e-01   1.09671782e-01]
 [  7.39654367e-02   3.53317562e-02   1.08863360e-01   1.12131845e-02
   -2.49008317e-01   6.81031931e-02   6.21290389e-02  -2.70453530e-01
   -1.44457461e-02  -8.48588869e-02]
 [ -1.16136087e-02   8.81684113e-02   8.42847618e-02  -3.00581089e-02
   -3.69153410e-02   1.81213826e-01   1.02282885e-01   1.18519253e-01
   -2.14849805e-02   1.73253076e-01]
 [  2.12860863e-01   4.66178766e-02   2.51877227e-02   7.04776455e-02
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   -6.26817179e-02  -3.04191970e-02]
 [  3.89701502e-02  -2.25829543e-02   1.55592434e-02   3.64956964e-02
   -3.91761324e-01  -1.21533816e-01  -1.95358664e-01   4.09870384e-02
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 [  4.04870850e-02   5.15915889e-01   1.20102024e-01   4.08067947e-01
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 [  1.79190257e-01   5.07524399e-01   6.49229147e-02   4.21101948e-01
   -8.65648948e-01  -8.39332194e-02  -4.48776700e-01   1.51016402e-01
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 [  2.57245238e-01   2.98894509e-01   2.46028066e-01   1.44859806e-01
   -4.06605445e-01   8.10141410e-02  -2.07957189e-01   1.62646575e-01
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   -3.34724443e-02   5.02039243e-02]
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   -2.70214201e-01  -8.74736217e-02]
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   -2.06009384e-01   3.38955365e-02]
 [  1.06323790e-02  -3.77318851e-01  -1.27238380e-01  -1.61791847e-01
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   -1.65283399e-01  -2.21113795e-01]
 [  1.39753238e-01  -1.88391528e-01  -1.42458809e-01   6.65981276e-04
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 [ -1.17493615e-01   1.10090763e-01   2.61400294e-01  -1.41293979e-02
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   -1.15449638e-01  -5.89708617e-02]
 [ -3.53343646e-01   5.18155947e-02   1.08482892e-02  -3.51024366e-02
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   -9.46919879e-02   6.94599241e-02]
 [  1.46908561e-01   6.10335369e-02  -2.36736076e-01  -8.89561058e-02
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   -1.95987078e-03  -1.90900219e-01]
 [  2.08228306e-01  -1.67763767e-01   6.19439260e-02  -2.72992282e-02
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    1.09095856e-01  -1.84750722e-01]
 [ -1.08292938e-01  -6.26972145e-02   1.19726322e-01   1.04024992e-01
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    1.80589190e-01  -8.51942215e-03]
 [  2.98599833e-03  -1.70119579e-01   2.04717456e-01  -2.37669872e-01
    4.64260639e-03   1.12828077e-01   5.15729383e-02  -1.15516624e-01
    2.76210585e-02   2.28082645e-01]]
[[ 0.61568228]
 [ 1.53856251]
 [ 0.27688344]
 [ 0.86826362]
 [-2.63742811]
 [-0.26040812]
 [-1.56377074]
 [ 0.06355991]
 [ 0.68213272]
 [ 0.89492245]]
Progress: 27.7% ... Training loss: 0.290 ... Validation loss: 0.459[[  1.63955421e-01   2.12185518e-01  -1.06457619e-01   1.12548814e-01
   -5.32921896e-01  -7.24442440e-02  -5.90334501e-02   1.22997793e-01
   -6.16584483e-02   1.88624053e-01]
 [  1.09377281e-02   1.52455433e-01  -2.10852650e-02   3.85153181e-02
    1.07208897e-01  -4.65714891e-03   3.14350686e-01   4.09753946e-02
    1.36870218e-01  -3.30562289e-02]
 [  1.79631487e-01   5.63520431e-01   1.37690552e-02   1.42955696e-03
    3.09229640e-01  -3.17433830e-02  -6.38977425e-01  -3.84831749e-02
    6.38208640e-02   2.84968674e-01]
 [ -4.72994146e-03  -3.07131325e-01  -2.26853657e-01   6.91941136e-02
   -2.98645878e-02   1.54751479e-01   1.32645283e-01   5.75012412e-02
    4.36919509e-02   1.70044190e-01]
 [ -5.30458374e-03   1.46429456e-01  -1.44244399e-01   4.91926979e-02
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[[ 0.62246857]
 [ 1.54593358]
 [ 0.28409065]
 [ 0.87606354]
 [-2.63266441]
 [-0.25486927]
 [-1.55797298]
 [ 0.06908844]
 [ 0.68854168]
 [ 0.90418464]]
Progress: 27.8% ... Training loss: 0.296 ... Validation loss: 0.461[[  1.63235038e-01   2.09749470e-01  -1.06764171e-01   1.11338599e-01
   -5.29276883e-01  -7.21244852e-02  -5.66514641e-02   1.22916839e-01
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 [  1.78772917e-01   5.62063360e-01   1.33840712e-02  -2.57661766e-04
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[[ 0.61844775]
 [ 1.54347548]
 [ 0.2816505 ]
 [ 0.87094497]
 [-2.63478897]
 [-0.25981264]
 [-1.56102837]
 [ 0.06493821]
 [ 0.6816183 ]
 [ 0.89757695]]
Progress: 27.8% ... Training loss: 0.291 ... Validation loss: 0.455[[  1.59709510e-01   2.01545560e-01  -1.08293043e-01   1.06536346e-01
   -5.15461826e-01  -7.07047104e-02  -4.87481982e-02   1.22561363e-01
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 [  1.79634074e-01   5.65828113e-01   1.38090441e-02   7.66220858e-04
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   -7.58818100e-03   9.74057911e-03]
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   -1.74049241e-01  -2.16991657e-01]
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   -6.38468126e-02  -3.19914365e-02]
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 [  2.57166354e-01   2.98814934e-01   2.46051489e-01   1.44951342e-01
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   -3.40128967e-02   4.94568319e-02]
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   -2.70196438e-01  -8.74488283e-02]
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   -2.06742913e-01   3.29550300e-02]
 [  1.01731145e-02  -3.78654260e-01  -1.27446157e-01  -1.62457201e-01
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   -1.65779865e-01  -2.21785858e-01]
 [  1.38067608e-01  -1.92622542e-01  -1.43178463e-01  -1.49857084e-03
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 [ -1.18713577e-01   1.06656714e-01   2.60934234e-01  -1.56843579e-02
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   -1.16641102e-01  -6.07329020e-02]
 [ -3.53939349e-01   5.03928545e-02   1.05754607e-02  -3.60517718e-02
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   -9.53954704e-02   6.83971070e-02]
 [  1.46164335e-01   5.78804875e-02  -2.36909521e-01  -8.96734681e-02
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   -2.47165067e-03  -1.91778606e-01]
 [  2.08952972e-01  -1.67193096e-01   6.23454884e-02  -2.62355674e-02
    9.44881706e-02  -3.26053377e-02   2.14416785e-02  -1.37028788e-01
    1.10010900e-01  -1.83637019e-01]
 [ -1.09367054e-01  -6.56195500e-02   1.19200843e-01   1.02348654e-01
    6.37487693e-02  -1.11057406e-01   2.59106191e-01  -7.80594013e-02
    1.79067709e-01  -1.04642849e-02]
 [  2.09755870e-03  -1.72899570e-01   2.04353539e-01  -2.38949004e-01
    6.29554005e-03   1.13192522e-01   5.39057154e-02  -1.15612298e-01
    2.68465245e-02   2.26883343e-01]]
[[ 0.59988722]
 [ 1.52750815]
 [ 0.26266735]
 [ 0.84956424]
 [-2.65059656]
 [-0.27368833]
 [-1.58144685]
 [ 0.04839194]
 [ 0.66194908]
 [ 0.87853808]]
Progress: 27.9% ... Training loss: 0.294 ... Validation loss: 0.466[[  1.61037227e-01   2.03888801e-01  -1.07730836e-01   1.08444918e-01
   -5.21115073e-01  -7.12922003e-02  -5.17668082e-02   1.22674738e-01
   -6.45856099e-02   1.84428603e-01]
 [  1.09294993e-02   1.51893930e-01  -2.10831576e-02   3.84380483e-02
    1.07259630e-01  -4.63723235e-03   3.14828203e-01   4.09732041e-02
    1.36907244e-01  -3.31783109e-02]
 [  1.78046943e-01   5.64862771e-01   1.28525334e-02  -2.36140333e-03
    3.21624910e-01  -3.05507617e-02  -6.40211149e-01  -3.86814958e-02
    6.14856515e-02   2.82111359e-01]
 [ -3.96707787e-03  -3.07666724e-01  -2.26601099e-01   6.99445449e-02
   -3.20322932e-02   1.54529035e-01   1.33747642e-01   5.75319545e-02
    4.45521962e-02   1.71445970e-01]
 [ -5.27366129e-03   1.42510360e-01  -1.44164619e-01   4.97594567e-02
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   -1.80634296e-01  -4.30245722e-03]
 [ -3.63598256e-01  -4.88023575e-01  -2.89494858e-01   1.67977631e-01
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   -4.98470849e-03   1.31301192e-02]
 [ -4.17884019e-03  -1.96617001e-01   9.75935013e-03   9.00468806e-02
   -9.75054164e-03  -7.11074246e-02   1.77242900e-01  -1.90297079e-01
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 [  1.13669529e-01  -2.34006526e-01   3.48352357e-02  -6.69069524e-02
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 [ -1.75968941e-01  -1.18463993e-01  -3.06103791e-01  -2.75882995e-02
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 [  6.90889733e-02  -3.28505001e-01   9.56742680e-02   4.85004523e-02
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   -2.37700643e-02  -1.35551152e-01]
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   -1.74019107e-01  -2.16949747e-01]
 [ -1.56450021e-01   5.22730026e-03   6.21736137e-02   2.24536097e-02
   -1.73961743e-01  -2.19982265e-01  -1.79225683e-01  -1.96963308e-01
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 [ -2.44615019e-01  -2.54305167e-01   1.10080687e-01   2.52917115e-01
   -9.70792228e-02  -7.64900229e-02  -9.74102170e-03  -2.56855573e-01
   -2.32372155e-01  -3.28823714e-02]
 [  1.14798038e-01  -1.11451136e-01  -1.76632062e-02   1.27710734e-01
   -3.21245808e-02  -8.96538872e-02   1.68673233e-01   4.06344733e-03
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 [  3.90387114e-02  -6.79341807e-02  -2.10606843e-01   1.52010053e-01
   -4.49420486e-02   8.46989324e-02  -6.64244774e-02  -1.97408613e-02
   -8.99376179e-02  -2.97181253e-03]
 [ -1.20659363e-01  -6.41820532e-02  -2.02610035e-01   1.56580484e-01
   -5.07492210e-03   1.34077682e-01   7.97047089e-03  -2.50088929e-01
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 [ -7.37765361e-02  -4.66406672e-02   2.73949074e-01   9.21519735e-02
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 [  5.33107716e-02  -3.33931143e-02   8.69169317e-02   8.54117243e-02
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   -3.27949702e-02  -6.76487964e-02]
 [  1.27115678e-02  -1.36999890e-01  -2.88696799e-01  -4.31382778e-02
    1.68390117e-01  -9.37043580e-02   1.53234030e-01   1.64370415e-01
    1.13424130e-01  -2.27509095e-02]
 [  5.04940823e-02  -8.89806798e-03  -1.16667391e-01   4.41909826e-02
   -8.70883434e-02   3.22318208e-01   2.59445362e-01   2.05100359e-01
   -1.61230989e-01  -6.06310835e-02]
 [ -2.04676974e-03  -2.89559961e-02   1.20011022e-01   9.79519341e-02
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 [  1.06719596e-01   7.09867919e-02  -4.78265817e-02  -1.04264751e-01
   -8.81614793e-02  -3.28862685e-01   1.17242146e-01   8.34691522e-03
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 [ -1.00299876e-01  -2.40029353e-03  -1.59211208e-02   2.12281640e-02
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 [ -1.45805028e-01  -7.91268892e-02  -1.97864236e-01  -4.64557557e-03
   -2.65558733e-01  -4.37218843e-03  -8.98477376e-05  -2.37758658e-02
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 [ -3.04567326e-02  -8.10926546e-02  -7.47966580e-02  -1.27957960e-01
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   -1.82252490e-01  -3.76270916e-01]
 [ -1.65788807e-02  -3.73812371e-01  -3.00597041e-02  -7.39976459e-02
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    2.85212121e-02  -3.83025052e-01]
 [  1.24866005e-02  -4.27065081e-01  -4.25462983e-02  -1.05793523e-01
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   -3.62156998e-01  -2.16250716e-01]
 [ -1.63891407e-01  -5.68242080e-01  -6.78618610e-03  -1.95566863e-01
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   -6.17859654e-02   8.92930038e-02]
 [ -2.87155607e-01  -3.77224930e-01   5.76297613e-02  -4.24782604e-02
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   -8.51543345e-02  -1.31137702e-01]
 [ -1.99075001e-01  -2.80544577e-01   2.53039625e-01  -2.37840832e-01
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   -2.52554879e-01  -2.37239311e-02]
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   -5.31062895e-03  -1.14022382e-01]
 [  1.16680041e-01   2.52640889e-01   1.66580874e-01  -8.29843095e-02
   -1.03566026e-01   4.74287910e-02  -1.60069097e-01   2.83850420e-01
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 [  3.47030593e-01   3.10208494e-01  -8.42689735e-02   3.11446015e-01
   -8.83210631e-01  -2.86727268e-01  -4.66843714e-01   1.77374684e-01
    3.78510567e-01  -3.82868605e-02]
 [  4.69547905e-02   1.41041505e-01   2.52901064e-01   2.50573267e-01
   -5.92583754e-02  -1.95830607e-01  -1.79405351e-01  -1.32957146e-01
   -1.39763571e-01  -2.88330354e-01]
 [  2.41445989e-02  -5.76405238e-02  -1.18063682e-01  -5.33702637e-02
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 [  1.44171732e-03  -5.30264378e-02  -6.64985973e-02  -5.00008658e-02
   -2.11257524e-02  -1.76862857e-01   8.69756561e-02   1.01628617e-02
    3.80275452e-02   6.97900562e-03]
 [  3.11788826e-02   7.41562891e-02   2.45224260e-01   7.73866146e-02
   -2.36983387e-01  -1.35631500e-01   1.07689924e-01   3.98140584e-02
   -1.83216170e-01   1.11165680e-01]
 [  7.35472885e-02   3.43822918e-02   1.08670410e-01   1.05816782e-02
   -2.46991550e-01   6.82982001e-02   6.31872948e-02  -2.70487744e-01
   -1.49341746e-02  -8.55387095e-02]
 [ -1.16565239e-02   8.81411536e-02   8.42803747e-02  -3.00516232e-02
   -3.65842394e-02   1.81194175e-01   1.02290876e-01   1.18514210e-01
   -2.14953376e-02   1.73235725e-01]
 [  2.11930339e-01   4.42005857e-02   2.47707472e-02   6.91420131e-02
    8.19470613e-02  -1.92191496e-02  -1.38207228e-01   1.47641775e-01
   -6.36981029e-02  -3.18327990e-02]
 [  3.95820761e-02  -2.11009444e-02   1.58117503e-02   3.73471330e-02
   -3.94468515e-01  -1.21786412e-01  -1.96760467e-01   4.10410638e-02
    1.16973149e-01   1.90659096e-01]
 [  3.99966782e-02   5.14189601e-01   1.19928569e-01   4.07553216e-01
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 [  1.80284262e-01   5.08791834e-01   6.55144143e-02   4.22745690e-01
   -8.71389661e-01  -8.43063590e-02  -4.50987840e-01   1.51131514e-01
    2.08368992e-01   4.88125072e-01]
 [  2.57254046e-01   2.99019283e-01   2.46083166e-01   1.45055246e-01
   -4.07656441e-01   8.09193090e-02  -2.08489078e-01   1.62659947e-01
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 [ -7.36684083e-02   2.17335004e-01   2.41747148e-01   1.65335884e-02
   -3.58882816e-02   1.30832015e-01  -9.70761496e-02  -1.51125730e-02
   -3.30568730e-02   5.07017005e-02]
 [ -9.39248504e-02   2.23530040e-03   2.69048864e-02   9.94227617e-02
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   -2.70074467e-01  -8.73168941e-02]
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   -2.06568880e-01   3.31784577e-02]
 [  1.01160095e-02  -3.78832112e-01  -1.27474589e-01  -1.62539215e-01
    3.75168656e-01   2.63785847e-02   1.77448188e-01   1.52491420e-01
   -1.65841491e-01  -2.21877992e-01]
 [  1.37730726e-01  -1.94154564e-01  -1.43412950e-01  -2.13068790e-03
    9.22173973e-02  -5.76401678e-02   3.14282117e-02  -1.49942877e-01
    1.30571233e-01  -1.21376107e-01]
 [ -1.17756498e-01   1.07833927e-01   2.61400588e-01  -1.41772035e-02
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   -1.15491813e-01  -5.92559056e-02]
 [ -3.54060986e-01   4.96967437e-02   1.05819146e-02  -3.60415075e-02
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   -9.54080536e-02   6.82997973e-02]
 [  1.46298067e-01   5.74698528e-02  -2.36790427e-01  -8.93447954e-02
    1.25048309e-01  -2.94518998e-01   4.37554122e-02  -1.68087506e-01
   -2.22382063e-03  -1.91520418e-01]
 [  2.10475270e-01  -1.64308517e-01   6.30185533e-02  -2.40491946e-02
    8.84894413e-02  -3.33338309e-02   1.80681535e-02  -1.36897894e-01
    1.11747535e-01  -1.81355918e-01]
 [ -1.09138802e-01  -6.52054330e-02   1.19296900e-01   1.02684160e-01
    6.24834639e-02  -1.11159348e-01   2.58749427e-01  -7.80430858e-02
    1.79295010e-01  -1.01433057e-02]
 [  2.96032159e-03  -1.70994514e-01   2.04702625e-01  -2.37583459e-01
    2.11120101e-03   1.12818562e-01   5.16931293e-02  -1.15538204e-01
    2.78724811e-02   2.28143855e-01]]
[[ 0.60987726]
 [ 1.53514471]
 [ 0.27563038]
 [ 0.86395509]
 [-2.63810374]
 [-0.2625919 ]
 [-1.56453848]
 [ 0.05812748]
 [ 0.67328799]
 [ 0.89083284]]
Progress: 27.9% ... Training loss: 0.287 ... Validation loss: 0.457[[  1.59901751e-01   2.00406805e-01  -1.08320455e-01   1.06617912e-01
   -5.14556737e-01  -7.07478142e-02  -4.87314928e-02   1.22558043e-01
   -6.58071029e-02   1.82709438e-01]
 [  1.15663110e-02   1.53283828e-01  -2.07957320e-02   3.93789612e-02
    1.04684111e-01  -4.92589792e-03   3.13376196e-01   4.10367255e-02
    1.37632820e-01  -3.22122133e-02]
 [  1.74630905e-01   5.56779811e-01   1.10734378e-02  -7.85357245e-03
    3.36053474e-01  -2.90050494e-02  -6.32719994e-01  -3.90604074e-02
    5.72403662e-02   2.76752926e-01]
 [ -4.13817533e-03  -3.08554607e-01  -2.26655481e-01   6.97441178e-02
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 [  1.94092442e-03  -1.73235513e-01   2.04136029e-01  -2.39128049e-01
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[[ 0.60240039]
 [ 1.53094832]
 [ 0.27082896]
 [ 0.8603162 ]
 [-2.64927268]
 [-0.26810106]
 [-1.56952277]
 [ 0.05090012]
 [ 0.66903534]
 [ 0.88460259]]
Progress: 27.9% ... Training loss: 0.289 ... Validation loss: 0.461[[  1.62023857e-01   2.04462598e-01  -1.07305135e-01   1.09719331e-01
   -5.23051347e-01  -7.16042349e-02  -5.30075667e-02   1.22755049e-01
   -6.33099187e-02   1.85839600e-01]
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 [  1.73545623e-01   5.56507407e-01   1.06360485e-02  -9.40438926e-03
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    5.60704661e-02   2.75036069e-01]
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   -2.65298009e-03   1.60881143e-02]
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   -1.75840063e-01  -2.19389759e-01]
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   -8.88638770e-02  -1.56231681e-03]
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 [  2.92855354e-03  -1.71121055e-01   2.04590862e-01  -2.37689463e-01
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[[ 0.61444419]
 [ 1.53928745]
 [ 0.28232599]
 [ 0.87342029]
 [-2.64400799]
 [-0.25958245]
 [-1.5573685 ]
 [ 0.06305459]
 [ 0.68131429]
 [ 0.89690947]]
Progress: 28.0% ... Training loss: 0.288 ... Validation loss: 0.459[[  1.62563455e-01   2.05321252e-01  -1.07101205e-01   1.10257863e-01
   -5.24573447e-01  -7.18063248e-02  -5.43185084e-02   1.22794930e-01
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 [  1.74103074e-01   5.58421955e-01   1.09265793e-02  -8.69317376e-03
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   -2.80991662e-03   1.58503301e-02]
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 [  4.60023511e-02   1.38560102e-01   2.52500983e-01   2.49207090e-01
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   -3.31452302e-02   5.05775902e-02]
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   -1.66500065e-01  -2.22779754e-01]
 [  1.40494298e-01  -1.87867056e-01  -1.42086431e-01   1.98881746e-03
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 [ -1.17880101e-01   1.06945564e-01   2.61426546e-01  -1.40270777e-02
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   -1.15613759e-01  -5.93935726e-02]
 [ -3.54701072e-01   4.81658787e-02   1.03082215e-02  -3.68984656e-02
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   -9.60341523e-02   6.75324203e-02]
 [  1.46875944e-01   5.84433641e-02  -2.36443424e-01  -8.82185951e-02
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   -1.50078074e-03  -1.90512012e-01]
 [  2.09354098e-01  -1.68490147e-01   6.24597000e-02  -2.59417112e-02
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    1.10426087e-01  -1.83042360e-01]
 [ -1.07611277e-01  -6.25426702e-02   1.20014021e-01   1.04740354e-01
    5.65832763e-02  -1.11822538e-01   2.55559737e-01  -7.78976437e-02
    1.81000189e-01  -7.87070445e-03]
 [  5.39420040e-04  -1.76934740e-01   2.03508534e-01  -2.41251722e-01
    1.06256372e-02   1.13897064e-01   5.77034501e-02  -1.15824990e-01
    2.52636576e-02   2.24509737e-01]]
[[ 0.61239151]
 [ 1.53614397]
 [ 0.27965519]
 [ 0.8703256 ]
 [-2.64368288]
 [-0.25952356]
 [-1.55868042]
 [ 0.06143504]
 [ 0.68188063]
 [ 0.89396858]]
Progress: 28.1% ... Training loss: 0.289 ... Validation loss: 0.463[[  1.60712470e-01   2.01134368e-01  -1.07951295e-01   1.07793895e-01
   -5.19940839e-01  -7.10210985e-02  -5.03150836e-02   1.22593842e-01
   -6.49921463e-02   1.83767056e-01]
 [  1.11429773e-02   1.51733709e-01  -2.09520039e-02   3.88720570e-02
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    1.37198081e-01  -3.27516240e-02]
 [  1.74137281e-01   5.58489602e-01   1.07569870e-02  -9.24494167e-03
    3.40850141e-01  -2.86328464e-02  -6.33918529e-01  -3.91299288e-02
    5.66492826e-02   2.75832375e-01]
 [ -2.22788418e-03  -3.05745278e-01  -2.25451767e-01   7.27241734e-02
   -3.54558513e-02   1.53904768e-01   1.31607085e-01   5.77518855e-02
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 [ -1.39917822e-02   1.23634669e-01  -1.47858744e-01   3.76848149e-02
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   -1.89788181e-01  -1.66006598e-02]
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   -3.74595890e-03   1.47149817e-02]
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   -2.12702568e-02  -1.32309036e-01]
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   -1.77035895e-01  -2.20880589e-01]
 [ -1.56712396e-01   4.69013582e-03   6.20353903e-02   2.21106843e-02
   -1.73390487e-01  -2.19845363e-01  -1.78492813e-01  -1.96988789e-01
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   -2.32254248e-01  -3.28307338e-02]
 [  1.15459745e-01  -1.11168853e-01  -1.73683430e-02   1.28639175e-01
   -3.41046849e-02  -8.99559737e-02   1.67692003e-01   4.13376120e-03
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 [  3.87953762e-02  -6.99423395e-02  -2.10707710e-01   1.51783211e-01
   -4.48915045e-02   8.47289326e-02  -6.46837386e-02  -1.97673442e-02
   -9.00626687e-02  -3.01370815e-03]
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 [ -7.25917431e-02  -4.37888841e-02   2.74462422e-01   9.39845682e-02
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 [  5.41854156e-02  -3.16639980e-02   8.72075687e-02   8.65203418e-02
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   -3.19020716e-02  -6.65695672e-02]
 [  1.09153441e-02  -1.41682995e-01  -2.89631100e-01  -4.61495030e-02
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 [  4.95642663e-02  -1.14914044e-02  -1.17004387e-01   4.30386313e-02
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   -1.62041005e-01  -6.19795548e-02]
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   -1.82820109e-01  -3.77047471e-01]
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 [  1.22526553e-02  -4.28397042e-01  -4.26903323e-02  -1.06181486e-01
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   -3.62505711e-01  -2.16685890e-01]
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   -6.24533317e-02   8.84343914e-02]
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   -8.52042441e-02  -1.31219932e-01]
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   -2.52695107e-01  -2.38909132e-02]
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   -5.83609611e-03  -1.14686468e-01]
 [  1.17624202e-01   2.54982066e-01   1.67009763e-01  -8.15629085e-02
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 [  3.47002131e-01   3.09253416e-01  -8.43499980e-02   3.10975251e-01
   -8.80917669e-01  -2.86683209e-01  -4.66664991e-01   1.77336099e-01
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 [  4.56709306e-02   1.37636846e-01   2.52359771e-01   2.48755408e-01
   -5.41807340e-02  -1.95285190e-01  -1.76137770e-01  -1.33074237e-01
   -1.41175006e-01  -2.90287843e-01]
 [  2.36329930e-02  -5.88888456e-02  -1.18294442e-01  -5.40759320e-02
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 [  7.75103019e-04  -5.47110960e-02  -6.68227674e-02  -5.10171751e-02
   -1.81806512e-02  -1.76606336e-01   8.88013220e-02   1.00970755e-02
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 [  3.05908504e-02   7.25525359e-02   2.44934456e-01   7.64576627e-02
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   -1.83913325e-01   1.10346768e-01]
 [  7.59852701e-02   4.07180561e-02   1.09778034e-01   1.41774517e-02
   -2.57745441e-01   6.72318983e-02   5.66829699e-02  -2.70246639e-01
   -1.20855062e-02  -8.19120681e-02]
 [ -1.18489719e-02   8.78583139e-02   8.41516910e-02  -3.04571246e-02
   -3.58963065e-02   1.81295669e-01   1.02614526e-01   1.18488284e-01
   -2.18402814e-02   1.72858029e-01]
 [  2.11818731e-01   4.39814127e-02   2.47225056e-02   6.90015621e-02
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   -6.38174957e-02  -3.19878282e-02]
 [  4.05150495e-02  -1.87130638e-02   1.62565263e-02   3.87213834e-02
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 [  3.96240536e-02   5.12868248e-01   1.19875500e-01   4.07304762e-01
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   -8.72777161e-01  -8.42110020e-02  -4.49867961e-01   1.51104046e-01
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 [  2.56028262e-01   2.96038115e-01   2.45521825e-01   1.43428948e-01
   -4.03146995e-01   8.14012087e-02  -2.05766320e-01   1.62536469e-01
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 [ -7.36627220e-02   2.17454885e-01   2.41751131e-01   1.65598046e-02
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   -3.30246163e-02   5.07352021e-02]
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   -2.70350279e-01  -8.76804800e-02]
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   -2.06805354e-01   3.28924928e-02]
 [  9.82208148e-03  -3.79943910e-01  -1.27598573e-01  -1.62971540e-01
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   -1.66172271e-01  -2.22352935e-01]
 [  1.37557758e-01  -1.95122847e-01  -1.43396133e-01  -1.92837522e-03
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 [ -1.18570278e-01   1.04821785e-01   2.61092718e-01  -1.50630414e-02
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   -1.16422442e-01  -6.03645784e-02]
 [ -3.54065519e-01   4.95513047e-02   1.05906480e-02  -3.59816924e-02
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   -9.53222535e-02   6.84479648e-02]
 [  1.46784042e-01   5.81871772e-02  -2.36473678e-01  -8.83538675e-02
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   -1.61283007e-03  -1.90640301e-01]
 [  2.08408139e-01  -1.70800761e-01   6.20234192e-02  -2.73414325e-02
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    1.09308145e-01  -1.84430137e-01]
 [ -1.08002884e-01  -6.35274879e-02   1.19843889e-01   1.04186682e-01
    5.82128020e-02  -1.11664687e-01   2.56545347e-01  -7.79364894e-02
    1.80596312e-01  -8.43753838e-03]
 [  9.79565704e-04  -1.75947606e-01   2.03690283e-01  -2.40453365e-01
    6.94591070e-03   1.13689457e-01   5.67670884e-02  -1.15783687e-01
    2.58611400e-02   2.25174015e-01]]
[[ 0.59806479]
 [ 1.52432056]
 [ 0.26788596]
 [ 0.85397209]
 [-2.65435541]
 [-0.26999578]
 [-1.5712445 ]
 [ 0.05053403]
 [ 0.66615044]
 [ 0.88070717]]
Progress: 28.1% ... Training loss: 0.293 ... Validation loss: 0.467[[  1.60978353e-01   2.03261953e-01  -1.07687411e-01   1.08547209e-01
   -5.22090950e-01  -7.12604985e-02  -5.18257228e-02   1.22639966e-01
   -6.45000813e-02   1.84668465e-01]
 [  1.11970342e-02   1.51887413e-01  -2.09287030e-02   3.89723841e-02
    1.06267646e-01  -4.76964425e-03   3.14210429e-01   4.10052183e-02
    1.37210969e-01  -3.26842849e-02]
 [  1.75234811e-01   5.61580705e-01   1.14022219e-02  -7.64447725e-03
    3.37310069e-01  -2.92093010e-02  -6.37638885e-01  -3.90117641e-02
    5.81355004e-02   2.78068166e-01]
 [ -5.46898188e-03  -3.13014337e-01  -2.26936215e-01   6.80645910e-02
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 [ -1.08194006e-01  -6.41615911e-02   1.19755033e-01   1.03913197e-01
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[[ 0.60751591]
 [ 1.5336638 ]
 [ 0.27455212]
 [ 0.86124968]
 [-2.64880428]
 [-0.26571083]
 [-1.56593033]
 [ 0.05647676]
 [ 0.67353852]
 [ 0.88630675]]
Progress: 28.1% ... Training loss: 0.288 ... Validation loss: 0.460[[  1.61034688e-01   2.02506531e-01  -1.07623957e-01   1.08620914e-01
   -5.20794155e-01  -7.12943741e-02  -5.19200596e-02   1.22663982e-01
   -6.42677415e-02   1.84825018e-01]
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 [  1.77397359e-01   5.67465470e-01   1.25303739e-02  -3.95796732e-03
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 [ -1.55015679e-02   1.17981283e-01  -1.48555812e-01   3.54936128e-02
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   -1.77237458e-01  -2.21189007e-01]
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   -8.97917757e-02  -2.76730158e-03]
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   -2.96449045e-02  -6.34923281e-02]
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   -1.61366361e-01  -6.09271621e-02]
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 [  2.05527152e-05  -1.78074110e-01   2.03235594e-01  -2.41877535e-01
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[[ 0.61870083]
 [ 1.54365721]
 [ 0.28314645]
 [ 0.87208066]
 [-2.6413549 ]
 [-0.25697683]
 [-1.56035853]
 [ 0.06693259]
 [ 0.68600171]
 [ 0.89751079]]
Progress: 28.2% ... Training loss: 0.291 ... Validation loss: 0.460[[  1.59542206e-01   1.98699278e-01  -1.08368986e-01   1.06133304e-01
   -5.11857889e-01  -7.06765290e-02  -4.80837945e-02   1.22496955e-01
   -6.61334428e-02   1.82548574e-01]
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   -1.66500051e-01  -2.22819427e-01]
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 [ -1.07969541e-01  -6.40787692e-02   1.19887121e-01   1.04250605e-01
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    1.80652004e-01  -8.41002055e-03]
 [ -2.19702595e-04  -1.78388543e-01   2.03133635e-01  -2.42199041e-01
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[[ 0.61313457]
 [ 1.5402219 ]
 [ 0.27778143]
 [ 0.86956325]
 [-2.64924077]
 [-0.26267159]
 [-1.56435531]
 [ 0.06066474]
 [ 0.68132758]
 [ 0.89090639]]
Progress: 28.2% ... Training loss: 0.287 ... Validation loss: 0.458[[  1.60117426e-01   2.00400310e-01  -1.08055714e-01   1.07196082e-01
   -5.15461997e-01  -7.09974464e-02  -4.98562590e-02   1.22572379e-01
   -6.53772579e-02   1.83510122e-01]
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    5.91452020e-02   2.79435272e-01]
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   -2.79790018e-02   1.54209247e-01   1.34592967e-01   5.77115822e-02
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 [ -1.32657285e-02   1.25408164e-01  -1.47331836e-01   3.92598350e-02
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   -1.88643617e-01  -1.55283071e-02]
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   -3.96558448e-03   1.41860041e-02]
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   -1.77148749e-01  -2.21094760e-01]
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 [  5.56416625e-02  -2.80707709e-02   8.79959894e-02   8.88931939e-02
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   -3.00740652e-02  -6.40205153e-02]
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   -1.82007534e-01  -3.76035413e-01]
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 [  1.23686906e-02  -4.28702206e-01  -4.26486495e-02  -1.05979975e-01
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   -3.62374813e-01  -2.16561145e-01]
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   -8.57531443e-02  -1.31943625e-01]
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 [  3.50447414e-01   3.17387132e-01  -8.27672679e-02   3.15836493e-01
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 [  4.49172551e-02   1.35441282e-01   2.52020215e-01   2.47600750e-01
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   -1.42044422e-01  -2.91416518e-01]
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   -1.84794187e-01   1.09155812e-01]
 [  7.64275594e-02   4.17776620e-02   1.09981794e-01   1.48029818e-02
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   -1.16121575e-02  -8.12413097e-02]
 [ -1.09372922e-02   9.00227570e-02   8.45471002e-02  -2.92897619e-02
   -3.95527729e-02   1.80918061e-01   1.00314567e-01   1.18561565e-01
   -2.10138555e-02   1.74060188e-01]
 [  2.14102761e-01   5.00914822e-02   2.58224098e-02   7.24810782e-02
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   -6.11290719e-02  -2.84695408e-02]
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 [  4.05915000e-02   5.15174163e-01   1.20316393e-01   4.08598851e-01
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   -4.06403651e-01   8.11310738e-02  -2.07308151e-01   1.62583969e-01
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   -3.29177767e-02   5.08803736e-02]
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   -2.06895382e-01   3.27399976e-02]
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   -1.66375773e-01  -2.22666375e-01]
 [  1.39985949e-01  -1.88795502e-01  -1.42203411e-01   1.93511108e-03
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   -1.15258792e-01  -5.88986672e-02]
 [ -3.54365219e-01   4.86930073e-02   1.04295171e-02  -3.65535824e-02
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   -9.57896891e-02   6.79743525e-02]
 [  1.49631845e-01   6.39379290e-02  -2.35011320e-01  -8.37210585e-02
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    1.80283969e-01  -8.86973431e-03]
 [ -1.29127446e-03  -1.81233215e-01   2.02652073e-01  -2.43625119e-01
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    2.33067758e-02   2.21832090e-01]]
[[ 0.62329195]
 [ 1.54803706]
 [ 0.28376919]
 [ 0.87778469]
 [-2.64020894]
 [-0.25530208]
 [-1.55789921]
 [ 0.06766931]
 [ 0.69120016]
 [ 0.89817183]]
Progress: 28.3% ... Training loss: 0.291 ... Validation loss: 0.461[[  1.55317893e-01   1.90246010e-01  -1.10262818e-01   1.00175173e-01
   -4.95800468e-01  -6.90020254e-02  -3.94288868e-02   1.22028504e-01
   -7.09149424e-02   1.76450753e-01]
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    1.37350510e-01  -3.25147869e-02]
 [  1.72468160e-01   5.60663575e-01   1.01821087e-02  -1.18701581e-02
    3.46488987e-01  -2.80144133e-02  -6.33984966e-01  -3.94031863e-02
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[[ 0.60493714]
 [ 1.53290825]
 [ 0.26383474]
 [ 0.85968209]
 [-2.65873161]
 [-0.27130437]
 [-1.57534143]
 [ 0.05166516]
 [ 0.67245214]
 [ 0.87812545]]
Progress: 28.4% ... Training loss: 0.293 ... Validation loss: 0.465[[  1.57432897e-01   1.94660380e-01  -1.09277297e-01   1.03334189e-01
   -5.05134361e-01  -6.99613743e-02  -4.45964422e-02   1.22227450e-01
   -6.83460464e-02   1.79649142e-01]
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    1.38410935e-01  -3.11686218e-02]
 [  1.74638002e-01   5.66995191e-01   1.12538038e-02  -8.46462994e-03
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 [ -9.86628365e-03   1.33725361e-01  -1.45822097e-01   4.42384620e-02
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 [ -1.60090567e-03  -1.80803972e-01   2.02484081e-01  -2.44157555e-01
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[[ 0.61542706]
 [ 1.54239605]
 [ 0.27360504]
 [ 0.86900588]
 [-2.64761554]
 [-0.26353305]
 [-1.56731389]
 [ 0.05954416]
 [ 0.68246468]
 [ 0.88955597]]
Progress: 28.4% ... Training loss: 0.287 ... Validation loss: 0.456[[  1.57223434e-01   1.93991574e-01  -1.09330765e-01   1.03181867e-01
   -5.04136936e-01  -6.98958204e-02  -4.42283735e-02   1.22212439e-01
   -6.84474802e-02   1.79213324e-01]
 [  1.21919871e-02   1.54143695e-01  -2.05300713e-02   4.04617932e-02
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 [  1.74380726e-01   5.69518779e-01   1.11736409e-02  -8.91021927e-03
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   -2.18105003e-02   1.54607382e-01   1.39618472e-01   5.76808324e-02
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 [ -7.90823817e-03   1.38902556e-01  -1.44947242e-01   4.73733329e-02
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   -1.51450898e-03   1.70294335e-02]
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   -1.77426483e-01  -2.21680358e-01]
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   -3.62594020e-01  -2.16892187e-01]
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 [  4.52045488e-02   1.35677476e-01   2.52165203e-01   2.48003284e-01
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   -1.84203061e-01   1.09826849e-01]
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   -6.17726299e-02  -2.92830873e-02]
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 [ -3.55169233e-01   4.61528989e-02   1.00936633e-02  -3.76619133e-02
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 [  2.09722391e-01  -1.68625929e-01   6.25955802e-02  -2.57732005e-02
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 [ -1.09103901e-01  -6.69990155e-02   1.19372382e-01   1.02714483e-01
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    1.79430149e-01  -1.00216125e-02]
 [ -1.25687257e-04  -1.77656895e-01   2.03136634e-01  -2.41880611e-01
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[[ 0.61824539]
 [ 1.54580007]
 [ 0.27711249]
 [ 0.87201811]
 [-2.64312711]
 [-0.25928316]
 [-1.56355459]
 [ 0.06357017]
 [ 0.68556006]
 [ 0.89404209]]
Progress: 28.4% ... Training loss: 0.287 ... Validation loss: 0.455[[  1.57902280e-01   1.96212675e-01  -1.08924138e-01   1.04707852e-01
   -5.09246157e-01  -7.02215248e-02  -4.55183846e-02   1.22315924e-01
   -6.75031377e-02   1.80282270e-01]
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 [ -4.40840705e-03  -3.11631877e-01  -2.26693955e-01   6.89007733e-02
   -1.70283367e-02   1.54972148e-01   1.41410724e-01   5.75600345e-02
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 [ -8.20221943e-03   1.36349623e-01  -1.45134566e-01   4.70220590e-02
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   -1.82674008e-01  -8.88054094e-03]
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   -3.59403466e-03   1.43365226e-02]
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   -1.77431755e-01  -2.21693146e-01]
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 [  5.47890691e-02  -3.07445997e-02   8.76448519e-02   8.76718412e-02
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   -3.08373184e-02  -6.52190457e-02]
 [  1.09281484e-02  -1.41070775e-01  -2.89562431e-01  -4.59691096e-02
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 [  4.78301927e-02  -1.49589673e-02  -1.17697181e-01   4.09535725e-02
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   -1.81877345e-01  -3.75969672e-01]
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 [  1.14710499e-02  -4.31185313e-01  -4.30418674e-02  -1.07293449e-01
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 [  3.49433170e-01   3.14197822e-01  -8.32926077e-02   3.14069738e-01
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 [  4.48479581e-02   1.34859786e-01   2.52005019e-01   2.47514732e-01
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 [  2.49857069e-02  -5.61770329e-02  -1.17658126e-01  -5.20151429e-02
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 [  7.53301752e-02   3.92632034e-02   1.09539691e-01   1.32550626e-02
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   -1.27954433e-02  -8.29192410e-02]
 [ -9.68719023e-03   9.28615445e-02   8.51563662e-02  -2.74294003e-02
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   -1.95512541e-02   1.76019928e-01]
 [  2.13440722e-01   4.84601224e-02   2.54860133e-02   7.13594712e-02
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   -6.19767611e-02  -2.96061867e-02]
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 [  2.56527428e-01   2.98555582e-01   2.45940750e-01   1.44895966e-01
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   -1.67029469e-01  -2.23591289e-01]
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   -1.16991435e-01  -6.11084051e-02]
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   -9.78372283e-02   6.54089477e-02]
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    1.79124895e-01  -1.04307118e-02]
 [  4.66741472e-04  -1.76243939e-01   2.03413152e-01  -2.41022657e-01
    3.73875083e-03   1.13922533e-01   5.79529307e-02  -1.15859197e-01
    2.55181481e-02   2.24254826e-01]]
[[ 0.61015857]
 [ 1.54033439]
 [ 0.2685207 ]
 [ 0.85917435]
 [-2.65413904]
 [-0.26858394]
 [-1.57777665]
 [ 0.05446608]
 [ 0.67534237]
 [ 0.88484601]]
Progress: 28.5% ... Training loss: 0.288 ... Validation loss: 0.455[[  1.57676967e-01   1.94972721e-01  -1.09034628e-01   1.04177738e-01
   -5.08367658e-01  -7.01264572e-02  -4.45263625e-02   1.22290237e-01
   -6.77702822e-02   1.79632031e-01]
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    1.38920745e-01  -3.04777448e-02]
 [  1.74162872e-01   5.67288589e-01   1.12845010e-02  -9.13854239e-03
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 [  3.37621113e-04  -1.76002168e-01   2.03358318e-01  -2.41208776e-01
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[[ 0.61026297]
 [ 1.54005111]
 [ 0.26980058]
 [ 0.85981091]
 [-2.65216384]
 [-0.26542789]
 [-1.57470848]
 [ 0.05605779]
 [ 0.67667445]
 [ 0.88607598]]
Progress: 28.6% ... Training loss: 0.288 ... Validation loss: 0.457[[  1.58096558e-01   1.94501798e-01  -1.08723924e-01   1.04940074e-01
   -5.11853792e-01  -7.02942439e-02  -4.54909658e-02   1.22336941e-01
   -6.71433231e-02   1.80277350e-01]
 [  1.25789018e-02   1.54791706e-01  -2.03161933e-02   4.11436379e-02
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 [  1.75311603e-01   5.70219138e-01   1.19180855e-02  -7.49303027e-03
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    5.89769156e-02   2.78696892e-01]
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 [ -4.59506849e-03   1.42829015e-01  -1.43418106e-01   5.23958094e-02
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   -1.76285986e-01  -2.20235973e-01]
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   -3.11570267e-02  -6.60107540e-02]
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   -1.63286963e-01  -6.33878150e-02]
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 [  5.07524309e-04  -1.76226829e-01   2.03426668e-01  -2.41070128e-01
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[[ 0.61333913]
 [ 1.54474549]
 [ 0.27197111]
 [ 0.86263155]
 [-2.64653238]
 [-0.26357304]
 [-1.57239938]
 [ 0.05908485]
 [ 0.67652326]
 [ 0.88971961]]
Progress: 28.6% ... Training loss: 0.287 ... Validation loss: 0.454[[  1.59801295e-01   1.97756557e-01  -1.07988206e-01   1.07247768e-01
   -5.18656233e-01  -7.10176980e-02  -4.91368034e-02   1.22504202e-01
   -6.51174062e-02   1.82583578e-01]
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   -6.24961440e-02  -3.02592953e-02]
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   -1.66555805e-01  -2.22991869e-01]
 [  1.37593928e-01  -1.96194757e-01  -1.43432069e-01  -1.13696696e-03
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   -9.61069370e-02   6.72776077e-02]
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 [  2.12972400e-01  -1.61280517e-01   6.41634923e-02  -2.08383853e-02
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    1.14300498e-01  -1.77773175e-01]
 [ -1.09702225e-01  -6.86422100e-02   1.19101190e-01   1.01790793e-01
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    1.78813471e-01  -1.09618114e-02]
 [  4.63967160e-04  -1.76723932e-01   2.03330335e-01  -2.41203198e-01
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[[ 0.62304465]
 [ 1.54944552]
 [ 0.28243174]
 [ 0.87515145]
 [-2.63704214]
 [-0.25336826]
 [-1.55643303]
 [ 0.06978312]
 [ 0.68733606]
 [ 0.90017771]]
Progress: 28.6% ... Training loss: 0.291 ... Validation loss: 0.459[[  1.59557828e-01   1.97866752e-01  -1.08021690e-01   1.06991982e-01
   -5.17265296e-01  -7.08600521e-02  -4.83222108e-02   1.22493713e-01
   -6.53664660e-02   1.82344889e-01]
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 [  1.73481949e-01   5.68650317e-01   1.09915816e-02  -1.06565363e-02
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    5.66262043e-02   2.75471081e-01]
 [ -2.58940789e-03  -3.09762972e-01  -2.25637916e-01   7.16551188e-02
   -1.98914563e-02   1.54072615e-01   1.37957324e-01   5.77581424e-02
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 [ -7.39435040e-03   1.38006686e-01  -1.44660518e-01   4.87037521e-02
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   -1.81376442e-01  -7.16665285e-03]
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   -2.53028242e-03   1.56258020e-02]
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   -1.78015937e-01  -2.22642181e-01]
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   -1.73390487e-01  -2.19845363e-01  -1.78492813e-01  -1.96988789e-01
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 [  1.17470027e-01  -1.12113699e-01  -1.64176731e-02   1.32025797e-01
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   -9.14790871e-02  -5.08201439e-03]
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 [  5.44623595e-02  -3.28432324e-02   8.73393629e-02   8.68898732e-02
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   -3.11730151e-02  -6.62368804e-02]
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 [  4.75906976e-02  -1.60580746e-02  -1.17813283e-01   4.05391066e-02
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   -1.63936061e-01  -6.42054909e-02]
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   -1.82651923e-01  -3.77073204e-01]
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 [  1.13532570e-02  -4.32468923e-01  -4.31004493e-02  -1.07432405e-01
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   -3.63508281e-01  -2.18140549e-01]
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   -6.51136126e-02   8.51475950e-02]
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   -8.59702487e-02  -1.32238533e-01]
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   -2.54002868e-01  -2.54209411e-02]
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   -6.37875125e-03  -1.15469045e-01]
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   -1.19719480e-01   4.57389525e-02  -1.70334518e-01   2.84199335e-01
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 [  3.46955949e-01   3.06804728e-01  -8.45253655e-02   3.10185556e-01
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 [  4.49008745e-02   1.34639629e-01   2.52060729e-01   2.47545115e-01
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   -1.41996947e-01  -2.91476524e-01]
 [  2.47011355e-02  -5.72654124e-02  -1.17801794e-01  -5.24754060e-02
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 [  8.25872868e-04  -5.44022527e-02  -6.68822330e-02  -5.12084394e-02
   -1.81507962e-02  -1.76586952e-01   8.84110465e-02   1.00767402e-02
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 [  3.06379450e-02   7.27777162e-02   2.44893990e-01   7.64318198e-02
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   -1.83911104e-01   1.10169724e-01]
 [  7.56748813e-02   3.98166768e-02   1.09618567e-01   1.36808096e-02
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   -1.24260636e-02  -8.25253804e-02]
 [ -8.81943776e-03   9.53784943e-02   8.56213675e-02  -2.60980875e-02
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   -1.85332572e-02   1.77201824e-01]
 [  2.13784457e-01   4.95736657e-02   2.56274795e-02   7.16730982e-02
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   -6.17242715e-02  -2.92765036e-02]
 [  4.04338306e-02  -1.80749630e-02   1.61864739e-02   3.85930789e-02
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 [  4.01051734e-02   5.12750473e-01   1.20191849e-01   4.08127386e-01
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 [  2.57344716e-01   3.00641078e-01   2.46360848e-01   1.46316483e-01
   -4.12748758e-01   8.05617550e-02  -2.10582913e-01   1.62725843e-01
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   -3.24620881e-02   5.14456872e-02]
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   -2.71008721e-01  -8.86694990e-02]
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   -2.07242470e-01   3.23144307e-02]
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   -1.66706005e-01  -2.23172930e-01]
 [  1.37313611e-01  -1.96219017e-01  -1.43487335e-01  -1.18058611e-03
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 [ -1.18486873e-01   1.03046940e-01   2.61144771e-01  -1.46813956e-02
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   -1.16281160e-01  -6.03535540e-02]
 [ -3.55421178e-01   4.37239229e-02   1.00789196e-02  -3.80057858e-02
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   -9.66531010e-02   6.66294197e-02]
 [  1.46889108e-01   5.54602201e-02  -2.35934450e-01  -8.71632913e-02
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   -6.73562711e-04  -1.89779341e-01]
 [  2.13226172e-01  -1.61199827e-01   6.43245645e-02  -2.03356465e-02
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    1.14612034e-01  -1.77364943e-01]
 [ -1.09743913e-01  -6.91120880e-02   1.19075678e-01   1.01750128e-01
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    1.78790349e-01  -1.10431804e-02]
 [  1.38123394e-03  -1.74207192e-01   2.03710234e-01  -2.39914623e-01
   -2.45658408e-03   1.13622421e-01   5.56490312e-02  -1.15779059e-01
    2.65623208e-02   2.25489271e-01]]
[[ 0.61881718]
 [ 1.54479828]
 [ 0.27807122]
 [ 0.86777475]
 [-2.64462548]
 [-0.25861615]
 [-1.56554725]
 [ 0.06549382]
 [ 0.68476292]
 [ 0.89617656]]
Progress: 28.7% ... Training loss: 0.288 ... Validation loss: 0.458[[  1.59536557e-01   1.97788639e-01  -1.07890792e-01   1.07261852e-01
   -5.18888566e-01  -7.08044458e-02  -4.75706310e-02   1.22518938e-01
   -6.50993613e-02   1.82324115e-01]
 [  1.26331923e-02   1.54901604e-01  -2.03052937e-02   4.12194297e-02
    9.99271420e-02  -5.46530239e-03   3.10742559e-01   4.11289510e-02
    1.38841797e-01  -3.05947672e-02]
 [  1.75901058e-01   5.74864082e-01   1.21754815e-02  -7.53698730e-03
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    1.78006829e-01  -1.19991764e-02]
 [  5.06853736e-04  -1.76483246e-01   2.03345614e-01  -2.41091384e-01
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[[ 0.62109511]
 [ 1.54957621]
 [ 0.27842625]
 [ 0.86886014]
 [-2.6437728 ]
 [-0.25847426]
 [-1.56819387]
 [ 0.06736394]
 [ 0.68638534]
 [ 0.89900262]]
Progress: 28.8% ... Training loss: 0.289 ... Validation loss: 0.455[[  1.57910371e-01   1.92816644e-01  -1.08685907e-01   1.04563772e-01
   -5.10766827e-01  -6.99667456e-02  -4.33133095e-02   1.22331379e-01
   -6.70591097e-02   1.79952606e-01]
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 [  1.75906263e-01   5.72202960e-01   1.20433381e-02  -8.14341447e-03
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    5.89913916e-02   2.78252201e-01]
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   -4.20874496e-03   1.34137671e-02]
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   -1.77683566e-01  -2.22185486e-01]
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   -3.13872455e-02  -6.64928021e-02]
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 [  4.72284325e-02  -1.73255898e-02  -1.17939612e-01   4.00615920e-02
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   -1.64263787e-01  -6.47897980e-02]
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 [ -7.86792908e-04  -1.80170769e-01   2.02639700e-01  -2.43194976e-01
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[[ 0.61096519]
 [ 1.54397206]
 [ 0.26906583]
 [ 0.8603425 ]
 [-2.65492796]
 [-0.26932586]
 [-1.57979249]
 [ 0.05676097]
 [ 0.67573454]
 [ 0.88823484]]
Progress: 28.8% ... Training loss: 0.288 ... Validation loss: 0.454[[  1.59246369e-01   1.96864777e-01  -1.08018986e-01   1.06508964e-01
   -5.15923412e-01  -7.06349166e-02  -4.68678485e-02   1.22472344e-01
   -6.55586017e-02   1.82336984e-01]
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 [  1.71331765e-01   5.63980806e-01   9.88761987e-03  -1.52375392e-02
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    5.35172111e-02   2.71495819e-01]
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 [ -6.42076090e-03   1.39628545e-01  -1.44181304e-01   5.01797139e-02
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   -3.26764463e-03   1.45982138e-02]
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   -1.76656485e-01  -2.20877903e-01]
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 [  4.43976928e-02   1.33197451e-01   2.51798959e-01   2.46728213e-01
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   -6.30660259e-02  -3.09816685e-02]
 [  4.01739468e-02  -1.85597548e-02   1.60751608e-02   3.82249305e-02
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   -3.31073521e-02   5.05617186e-02]
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   -1.65712829e-01  -2.21855760e-01]
 [  1.39195187e-01  -1.91352393e-01  -1.42683013e-01   1.69501873e-03
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   -1.31711678e-04  -1.89289477e-01]
 [  2.13754223e-01  -1.59787303e-01   6.45573001e-02  -1.96284083e-02
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 [ -1.10346949e-01  -6.98261788e-02   1.18805955e-01   1.00891455e-01
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    1.78051915e-01  -1.19457305e-02]
 [  2.40471189e-05  -1.78685404e-01   2.02983709e-01  -2.42048843e-01
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[[ 0.61515277]
 [ 1.54381647]
 [ 0.27207117]
 [ 0.86823557]
 [-2.65835295]
 [-0.26409785]
 [-1.57248325]
 [ 0.06002507]
 [ 0.68268765]
 [ 0.89184629]]
Progress: 28.9% ... Training loss: 0.287 ... Validation loss: 0.457[[  1.60250715e-01   1.99173300e-01  -1.07567414e-01   1.07789790e-01
   -5.19646167e-01  -7.09953626e-02  -4.89433312e-02   1.22581831e-01
   -6.44499632e-02   1.83400186e-01]
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 [  1.72177991e-01   5.66336052e-01   1.02867685e-02  -1.42777953e-02
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    5.43351769e-02   2.72401785e-01]
 [  6.20628692e-04  -3.03334496e-01  -2.24008472e-01   7.68307569e-02
   -3.21180081e-02   1.52420569e-01   1.32155772e-01   5.80337320e-02
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 [ -7.87505617e-03   1.36207949e-01  -1.44846078e-01   4.79017998e-02
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   -1.81588417e-01  -9.30700036e-03]
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   -2.85776386e-03   1.48586423e-02]
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   -2.16536623e-02  -1.33101890e-01]
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   -1.76036022e-01  -2.20092244e-01]
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   -1.72564343e-01  -2.19751303e-01  -1.78020083e-01  -1.97010152e-01
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 [ -2.47606168e-01  -2.61690494e-01   1.08702810e-01   2.49391064e-01
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   -2.35845637e-01  -3.76324141e-02]
 [  1.17204309e-01  -1.14116987e-01  -1.65071351e-02   1.31847609e-01
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   -9.11511857e-02  -4.85081102e-03]
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 [ -7.41196441e-02  -4.82570930e-02   2.73617420e-01   9.17892525e-02
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 [  5.52766121e-02  -3.05939494e-02   8.76947914e-02   8.78955981e-02
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   -3.03102288e-02  -6.50992734e-02]
 [  9.75566629e-03  -1.45373763e-01  -2.90111813e-01  -4.78842894e-02
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 [  4.78155885e-02  -1.63073442e-02  -1.17679123e-01   4.09352640e-02
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   -1.63556839e-01  -6.39672218e-02]
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   -1.83899755e-01  -3.78761643e-01]
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 [  1.06746689e-02  -4.34507711e-01  -4.34326913e-02  -1.08436819e-01
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   -3.64290169e-01  -2.19163583e-01]
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   -6.53763279e-02   8.48625957e-02]
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   -8.65288034e-02  -1.33000283e-01]
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   -2.54109269e-01  -2.54347459e-02]
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   -6.96347694e-03  -1.16146846e-01]
 [  1.19059938e-01   2.58396371e-01   1.67616056e-01  -7.95337644e-02
   -1.13426068e-01   4.64472267e-02  -1.66855473e-01   2.84047612e-01
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 [  3.47733134e-01   3.09670864e-01  -8.41730713e-02   3.11339615e-01
   -8.78208685e-01  -2.86897265e-01  -4.68800377e-01   1.77391670e-01
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 [  4.46946391e-02   1.33548874e-01   2.51931107e-01   2.47124574e-01
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   -1.42270174e-01  -2.91909434e-01]
 [  2.46824900e-02  -5.71765771e-02  -1.17810782e-01  -5.24718205e-02
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 [  1.78324462e-03  -5.18771243e-02  -6.64579559e-02  -4.98107108e-02
   -2.22983440e-02  -1.77018397e-01   8.58417753e-02   1.01679111e-02
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 [  3.05096013e-02   7.28910740e-02   2.44838141e-01   7.62469257e-02
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   -1.84017135e-01   1.09876736e-01]
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   -1.51601370e-02  -8.60106655e-02]
 [ -8.31930040e-03   9.72826807e-02   8.58324243e-02  -2.53545803e-02
   -5.23935925e-02   1.79683653e-01   9.27628100e-02   1.18794695e-01
   -1.80155865e-02   1.77851844e-01]
 [  2.12844865e-01   4.71836499e-02   2.51030255e-02   7.00133400e-02
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   -6.30602837e-02  -3.09611758e-02]
 [  3.98111678e-02  -1.93106982e-02   1.58946620e-02   3.76542631e-02
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 [  4.22192167e-02   5.16503913e-01   1.21139621e-01   4.10925112e-01
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 [  2.57407240e-01   3.01120032e-01   2.46411395e-01   1.46429612e-01
   -4.12791343e-01   8.05314782e-02  -2.10862235e-01   1.62731472e-01
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   -2.70232254e-01  -8.76596955e-02]
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   -2.08050345e-01   3.12418281e-02]
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   -1.65762522e-01  -2.21915821e-01]
 [  1.38672538e-01  -1.92709669e-01  -1.42936507e-01   9.30178625e-04
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 [ -1.20945184e-01   9.66128752e-02   2.60113652e-01  -1.80527636e-02
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   -1.18789203e-01  -6.39994443e-02]
 [ -3.53756442e-01   4.63445041e-02   1.08291330e-02  -3.57084635e-02
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   -9.47908393e-02   6.87396615e-02]
 [  1.47693976e-01   5.70471296e-02  -2.35392131e-01  -8.57022642e-02
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    3.66898259e-04  -1.88746010e-01]
 [  2.13928370e-01  -1.59790009e-01   6.46176291e-02  -1.94653800e-02
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    1.15225421e-01  -1.76400813e-01]
 [ -1.10082768e-01  -6.96208868e-02   1.18920343e-01   1.01215406e-01
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    1.78329894e-01  -1.15591579e-02]
 [ -5.54130134e-05  -1.78875235e-01   2.02913299e-01  -2.42293500e-01
    2.42929485e-03   1.14363296e-01   5.94315694e-02  -1.15979133e-01
    2.48436784e-02   2.23687093e-01]]
[[ 0.62212918]
 [ 1.55188762]
 [ 0.2773454 ]
 [ 0.87717501]
 [-2.6561223 ]
 [-0.2578944 ]
 [-1.56874182]
 [ 0.06903275]
 [ 0.6913153 ]
 [ 0.90137797]]
Progress: 28.9% ... Training loss: 0.287 ... Validation loss: 0.460[[  1.58227073e-01   1.94243247e-01  -1.08479422e-01   1.04850069e-01
   -5.11815558e-01  -7.01047130e-02  -4.43183679e-02   1.22346593e-01
   -6.66444055e-02   1.80283231e-01]
 [  1.25252280e-02   1.54467996e-01  -2.03293729e-02   4.11071149e-02
    1.00310806e-01  -5.40633083e-03   3.11392814e-01   4.11211285e-02
    1.38762277e-01  -3.06055528e-02]
 [  1.72706374e-01   5.69126665e-01   1.04964778e-02  -1.37661720e-02
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[[ 0.60777367]
 [ 1.54215833]
 [ 0.26521107]
 [ 0.86129623]
 [-2.6650904 ]
 [-0.27005436]
 [-1.58355309]
 [ 0.05579985]
 [ 0.67466864]
 [ 0.8876839 ]]
Progress: 28.9% ... Training loss: 0.289 ... Validation loss: 0.459[[  1.60980664e-01   2.01023387e-01  -1.07365255e-01   1.08738985e-01
   -5.21946287e-01  -7.13299300e-02  -5.12343864e-02   1.22591722e-01
   -6.37905262e-02   1.84209888e-01]
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   -1.77171026e-01  -2.21558765e-01]
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 [ -1.10960125e-01  -7.10629642e-02   1.18537251e-01   1.00130597e-01
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    1.77344860e-01  -1.27378841e-02]
 [  1.00505086e-03  -1.76417574e-01   2.03376759e-01  -2.40759622e-01
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[[ 0.62226468]
 [ 1.55481048]
 [ 0.27990987]
 [ 0.87428292]
 [-2.65600392]
 [-0.25763457]
 [-1.57267405]
 [ 0.06816359]
 [ 0.68868474]
 [ 0.9011874 ]]
Progress: 29.0% ... Training loss: 0.287 ... Validation loss: 0.456[[  1.60595755e-01   1.99772630e-01  -1.07541591e-01   1.07989255e-01
   -5.19218055e-01  -7.11404435e-02  -4.98789103e-02   1.22550903e-01
   -6.41833529e-02   1.83684104e-01]
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 [  1.70070499e-01   5.67383265e-01   8.93753217e-03  -1.82487907e-02
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 [  4.21262257e-04  -3.05320546e-01  -2.23770763e-01   7.67101784e-02
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 [ -8.15212162e-03   1.38611643e-01  -1.44567210e-01   4.82095338e-02
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   -1.81626926e-01  -9.41860698e-03]
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   -1.77352366e-01  -2.21782077e-01]
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   -6.28760556e-02  -3.06476179e-02]
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 [  1.38910608e-01  -1.93267092e-01  -1.42835601e-01   1.39963275e-03
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   -1.19691218e-01  -6.52524432e-02]
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   -9.66096101e-04  -1.90488473e-01]
 [  2.15345267e-01  -1.57168613e-01   6.52641897e-02  -1.74651879e-02
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 [ -1.11477065e-01  -7.18356695e-02   1.18297227e-01   9.93045869e-02
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    1.76757034e-01  -1.34445290e-02]
 [  5.12019743e-04  -1.77442811e-01   2.03199228e-01  -2.41302942e-01
   -2.22504522e-03   1.14058550e-01   5.82335854e-02  -1.15946966e-01
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[[ 0.61976118]
 [ 1.54947014]
 [ 0.27946238]
 [ 0.8751928 ]
 [-2.65783174]
 [-0.25732999]
 [-1.56743514]
 [ 0.06603571]
 [ 0.68752141]
 [ 0.8977858 ]]
Progress: 29.1% ... Training loss: 0.287 ... Validation loss: 0.461[[  1.62010917e-01   2.02544477e-01  -1.06956648e-01   1.09564809e-01
   -5.22768632e-01  -7.16834085e-02  -5.33715965e-02   1.22712249e-01
   -6.24694968e-02   1.85511380e-01]
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 [  1.70922899e-01   5.69700133e-01   9.31940404e-03  -1.74250070e-02
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    5.26030045e-02   2.69099617e-01]
 [ -1.28918684e-03  -3.11572853e-01  -2.24513738e-01   7.43692830e-02
   -2.10071862e-02   1.53133692e-01   1.39298015e-01   5.78902329e-02
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 [ -7.15373140e-03   1.41627997e-01  -1.44103842e-01   4.95826311e-02
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   -1.80534047e-01  -7.89011445e-03]
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   -2.01487007e-03   1.56141985e-02]
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   -2.27754800e-02  -1.34930573e-01]
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   -1.77566787e-01  -2.22032016e-01]
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   -1.72564343e-01  -2.19751303e-01  -1.78020083e-01  -1.97010152e-01
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 [ -2.47186478e-01  -2.62679743e-01   1.08953773e-01   2.50266200e-01
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   -2.35228741e-01  -3.68977324e-02]
 [  1.16756997e-01  -1.16137256e-01  -1.66306550e-02   1.31429137e-01
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   -9.07181197e-02  -4.46354679e-03]
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 [  5.44549433e-02  -3.19644348e-02   8.73049432e-02   8.68286370e-02
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   -3.10258171e-02  -6.60909623e-02]
 [  8.51006373e-03  -1.48040578e-01  -2.90734030e-01  -4.98923689e-02
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 [  4.94990822e-02  -1.32978424e-02  -1.16932078e-01   4.31857419e-02
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   -1.61653173e-01  -6.18759120e-02]
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   -1.84356256e-01  -3.79386237e-01]
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 [  1.09153528e-02  -4.34738588e-01  -4.32931002e-02  -1.07994125e-01
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   -3.63941208e-01  -2.18713176e-01]
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   -6.60761160e-02   8.40476368e-02]
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   -8.65262859e-02  -1.33034190e-01]
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   -2.53915306e-01  -2.51329210e-02]
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   -8.04154670e-03  -1.17521285e-01]
 [  1.17734338e-01   2.54787244e-01   1.66987936e-01  -8.15286290e-02
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 [  3.48381166e-01   3.11373765e-01  -8.38967281e-02   3.12079409e-01
   -8.78743229e-01  -2.87232218e-01  -4.70829132e-01   1.77435271e-01
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 [  4.48692841e-02   1.33406904e-01   2.51995980e-01   2.47199032e-01
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   -1.42077377e-01  -2.91739368e-01]
 [  2.36588322e-02  -5.99312249e-02  -1.18262718e-01  -5.39301829e-02
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 [  3.20652952e-03  -4.83972621e-02  -6.58291692e-02  -4.77963977e-02
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 [  3.12164078e-02   7.50510817e-02   2.45223339e-01   7.72985141e-02
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   -1.83128906e-01   1.11029848e-01]
 [  7.40631047e-02   3.66569665e-02   1.08912135e-01   1.13420497e-02
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   -1.42200206e-02  -8.48886467e-02]
 [ -7.18185394e-03   1.00312460e-01   8.63752971e-02  -2.36314201e-02
   -5.77855499e-02   1.79135483e-01   8.95022830e-02   1.18899233e-01
   -1.66889470e-02   1.79392033e-01]
 [  2.12737510e-01   4.71197743e-02   2.50129355e-02   6.97818783e-02
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   -6.32578913e-02  -3.11505467e-02]
 [  3.82949574e-02  -2.27108277e-02   1.52072322e-02   3.54709558e-02
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   -4.08674749e-01   8.09836531e-02  -2.08429306e-01   1.62608885e-01
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   -3.20334473e-02   5.19207028e-02]
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   -2.07491194e-01   3.19691147e-02]
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   -1.65313120e-01  -2.21368817e-01]
 [  1.39525698e-01  -1.91873589e-01  -1.42566567e-01   2.28302136e-03
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 [ -1.20416412e-01   9.62553249e-02   2.60396232e-01  -1.74050691e-02
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   -1.18028935e-01  -6.34761014e-02]
 [ -3.53380927e-01   4.53520986e-02   1.09430588e-02  -3.51341313e-02
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   -9.43735931e-02   6.90892357e-02]
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   -2.07103400e-03  -1.91977549e-01]
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    1.16512243e-01  -1.74736420e-01]
 [ -1.11863551e-01  -7.25853092e-02   1.18116218e-01   9.86803026e-02
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    1.76273813e-01  -1.40191136e-02]
 [  1.19549818e-03  -1.75437544e-01   2.03541999e-01  -2.40304003e-01
   -5.57138267e-03   1.13744823e-01   5.61587926e-02  -1.15873157e-01
    2.64193171e-02   2.25376889e-01]]
[[ 0.62445846]
 [ 1.55524274]
 [ 0.28281522]
 [ 0.88139001]
 [-2.65990001]
 [-0.25468949]
 [-1.56688187]
 [ 0.0694895 ]
 [ 0.69027692]
 [ 0.90433154]]
Progress: 29.1% ... Training loss: 0.289 ... Validation loss: 0.460[[  1.58100096e-01   1.94245990e-01  -1.08728288e-01   1.03995327e-01
   -5.07982244e-01  -7.00442333e-02  -4.40286088e-02   1.22265594e-01
   -6.68512886e-02   1.79941161e-01]
 [  1.24226747e-02   1.54185084e-01  -2.03688285e-02   4.09865804e-02
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    1.38676802e-01  -3.07329238e-02]
 [  1.71341222e-01   5.69181180e-01   9.46617294e-03  -1.72488424e-02
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 [  4.72319089e-04  -1.77003958e-01   2.03187622e-01  -2.41337245e-01
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[[ 0.60352538]
 [ 1.54017013]
 [ 0.26325178]
 [ 0.85740373]
 [-2.67630018]
 [-0.27298299]
 [-1.59052049]
 [ 0.04893453]
 [ 0.66816327]
 [ 0.88121263]]
Progress: 29.1% ... Training loss: 0.295 ... Validation loss: 0.463[[  1.60737680e-01   2.00390805e-01  -1.07703783e-01   1.07479198e-01
   -5.17709487e-01  -7.10925922e-02  -5.02550479e-02   1.22473470e-01
   -6.39983469e-02   1.83726291e-01]
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    1.38866138e-01  -3.05641854e-02]
 [  1.71762062e-01   5.70538238e-01   9.50916328e-03  -1.71580640e-02
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    5.32909597e-02   2.70802158e-01]
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 [ -5.73111112e-03   1.45982384e-01  -1.43524052e-01   5.14175862e-02
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   -5.82852779e-03   1.03613830e-02]
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   -2.21550659e-02  -1.34243708e-01]
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   -1.76902515e-01  -2.21213377e-01]
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   -3.19536188e-02  -6.71866403e-02]
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   -1.62811403e-01  -6.33318469e-02]
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 [  6.48174555e-05  -1.77157102e-01   2.02947799e-01  -2.41998588e-01
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[[ 0.6166289 ]
 [ 1.55230351]
 [ 0.27507756]
 [ 0.87171701]
 [-2.66140317]
 [-0.26097972]
 [-1.57579617]
 [ 0.06053339]
 [ 0.68312421]
 [ 0.89414064]]
Progress: 29.2% ... Training loss: 0.286 ... Validation loss: 0.457[[  1.59435461e-01   1.97188880e-01  -1.08345150e-01   1.05254668e-01
   -5.10633005e-01  -7.04804586e-02  -4.75509783e-02   1.22333481e-01
   -6.55276563e-02   1.81854548e-01]
 [  1.22371430e-02   1.53669679e-01  -2.04790197e-02   4.06871246e-02
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    1.38435653e-01  -3.11138804e-02]
 [  1.68602347e-01   5.64396298e-01   8.12787876e-03  -2.19049141e-02
    3.74701620e-01  -2.48630467e-02  -6.36565570e-01  -3.99084127e-02
    4.96420512e-02   2.65995686e-01]
 [ -3.05424868e-03  -3.16036777e-01  -2.25160517e-01   7.22512132e-02
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 [ -8.92900468e-03   1.39728379e-01  -1.44846379e-01   4.71396712e-02
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   -5.79333997e-03   1.03579748e-02]
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   -1.76690738e-01  -2.20925476e-01]
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 [  4.44128717e-02   1.32195565e-01   2.51796289e-01   2.46546792e-01
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   -1.26373037e-03  -1.91065715e-01]
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 [ -1.11584369e-01  -7.25698189e-02   1.18254312e-01   9.91481818e-02
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    1.76643941e-01  -1.36323708e-02]
 [ -5.82144057e-04  -1.78298530e-01   2.02645511e-01  -2.42914254e-01
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[[ 0.61282454]
 [ 1.54661129]
 [ 0.26974239]
 [ 0.86909305]
 [-2.66656428]
 [-0.26470812]
 [-1.57886118]
 [ 0.05797687]
 [ 0.68083778]
 [ 0.88838221]]
Progress: 29.2% ... Training loss: 0.288 ... Validation loss: 0.460[[  1.60767648e-01   2.00953023e-01  -1.07743283e-01   1.07194188e-01
   -5.16506071e-01  -7.10881143e-02  -5.12647760e-02   1.22453266e-01
   -6.39627060e-02   1.83859506e-01]
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   -1.81897009e-01  -9.78492431e-03]
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   -6.29947555e-03   9.80866053e-03]
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   -1.77417602e-01  -2.21731600e-01]
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 [  5.51182966e-02  -3.04533434e-02   8.74858110e-02   8.76278396e-02
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   -3.02036489e-02  -6.52596116e-02]
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 [  3.48231772e-01   3.11101793e-01  -8.40237734e-02   3.11528654e-01
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 [  4.45251750e-02   1.32182870e-01   2.51855542e-01   2.46720776e-01
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   -1.36910070e-02  -8.41201719e-02]
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   -6.05784098e-02  -2.76070399e-02]
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   -1.18165177e-01  -6.37349956e-02]
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   -9.36838032e-02   6.98962367e-02]
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   -1.10528024e-03  -1.90871062e-01]
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    1.77651130e-01  -1.23111327e-02]
 [ -1.77936902e-04  -1.77189784e-01   2.02826310e-01  -2.42253763e-01
   -3.82857910e-03   1.14405836e-01   5.85046681e-02  -1.16033274e-01
    2.48787522e-02   2.23600151e-01]]
[[ 0.62117491]
 [ 1.55540102]
 [ 0.27899909]
 [ 0.87768951]
 [-2.65853112]
 [-0.25673085]
 [-1.57106339]
 [ 0.06458034]
 [ 0.68860992]
 [ 0.89830526]]
Progress: 29.3% ... Training loss: 0.287 ... Validation loss: 0.460[[  1.60685299e-01   2.00780706e-01  -1.07832635e-01   1.06917039e-01
   -5.14253193e-01  -7.10043942e-02  -5.12579282e-02   1.22422209e-01
   -6.42195608e-02   1.83623890e-01]
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    1.77648052e-01  -1.22821780e-02]
 [  1.92581900e-04  -1.76728713e-01   2.03021679e-01  -2.41708707e-01
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[[ 0.61955907]
 [ 1.553389  ]
 [ 0.27727636]
 [ 0.87568119]
 [-2.65951742]
 [-0.25542176]
 [-1.57128816]
 [ 0.06439222]
 [ 0.68848751]
 [ 0.89635114]]
Progress: 29.4% ... Training loss: 0.287 ... Validation loss: 0.462[[  1.63557825e-01   2.07416101e-01  -1.06447649e-01   1.11182324e-01
   -5.26130508e-01  -7.21266496e-02  -5.76871128e-02   1.22728468e-01
   -6.09517075e-02   1.87716278e-01]
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 [  1.73657311e-01   5.78013647e-01   1.01854166e-02  -1.57182142e-02
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    5.48295025e-02   2.72904999e-01]
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   -6.22037900e-03   9.72112654e-03]
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   -1.77057280e-01  -2.21251819e-01]
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   -3.11912004e-02  -6.66678239e-02]
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[[ 0.62877201]
 [ 1.56606046]
 [ 0.28609574]
 [ 0.88375279]
 [-2.65341046]
 [-0.24929969]
 [-1.56807724]
 [ 0.07117146]
 [ 0.69600654]
 [ 0.90671351]]
Progress: 29.4% ... Training loss: 0.292 ... Validation loss: 0.464[[  1.60526583e-01   1.99743791e-01  -1.07865080e-01   1.06743939e-01
   -5.13923043e-01  -7.09286059e-02  -5.03660541e-02   1.22374205e-01
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 [  1.71782554e-01   5.72796423e-01   9.19630108e-03  -1.89327936e-02
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   -1.77476907e-01  -2.21793227e-01]
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   -5.81348758e-02   1.79083914e-01   8.87528846e-02   1.18889459e-01
   -1.66878247e-02   1.79334810e-01]
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   -6.15007308e-02  -2.87860840e-02]
 [  3.96755659e-02  -1.88071190e-02   1.57982594e-02   3.74117314e-02
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 [  2.55565988e-01   2.97554762e-01   2.45635956e-01   1.44121041e-01
   -4.06682196e-01   8.12632003e-02  -2.06967390e-01   1.62553629e-01
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   -2.69803611e-01  -8.70627277e-02]
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   -1.65652219e-01  -2.21789812e-01]
 [  1.38113913e-01  -1.95516391e-01  -1.43379584e-01   3.83997991e-04
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 [ -1.20262956e-01   9.64203559e-02   2.60513498e-01  -1.68379349e-02
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   -1.17799789e-01  -6.31954472e-02]
 [ -3.53361087e-01   4.42439128e-02   1.08254756e-02  -3.55186117e-02
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   -9.45912555e-02   6.87169989e-02]
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   -2.39268817e-03  -1.92524050e-01]
 [  2.14119337e-01  -1.61371546e-01   6.46703416e-02  -1.94802290e-02
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 [ -1.10894000e-01  -7.17334089e-02   1.18537016e-01   1.00113089e-01
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    1.77256435e-01  -1.26694422e-02]
 [ -1.09481253e-03  -1.79495153e-01   2.02396058e-01  -2.43533192e-01
   -1.43883231e-03   1.14764042e-01   6.11254047e-02  -1.16153585e-01
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[[ 0.6104701 ]
 [ 1.54995131]
 [ 0.26774014]
 [ 0.8662588 ]
 [-2.66930161]
 [-0.26417314]
 [-1.58410106]
 [ 0.05436819]
 [ 0.67765756]
 [ 0.8882036 ]]
Progress: 29.4% ... Training loss: 0.287 ... Validation loss: 0.457[[  1.60304226e-01   1.99303252e-01  -1.07954853e-01   1.06274905e-01
   -5.11955318e-01  -7.08779977e-02  -4.99424533e-02   1.22364499e-01
   -6.46647250e-02   1.82925881e-01]
 [  1.19623715e-02   1.52822037e-01  -2.05326572e-02   4.05375157e-02
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    1.38226303e-01  -3.14183183e-02]
 [  1.72812592e-01   5.76549384e-01   9.64360856e-03  -1.77616724e-02
    3.67343297e-01  -2.62376312e-02  -6.48659966e-01  -3.96220010e-02
    5.34434027e-02   2.70992497e-01]
 [  2.24852949e-03  -3.07722445e-01  -2.22721015e-01   8.00527209e-02
   -3.16256000e-02   1.51419235e-01   1.33882225e-01   5.83014619e-02
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 [ -1.12261053e-02   1.34539671e-01  -1.45781584e-01   4.33348602e-02
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   -1.85210367e-01  -1.42318492e-02]
 [ -3.65893878e-01  -5.11944761e-01  -2.90356007e-01   1.67576769e-01
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   -6.15626032e-03   9.87305806e-03]
 [ -4.27615620e-03  -1.98436337e-01   9.49770960e-03   8.96367053e-02
   -3.79476435e-03  -7.12738387e-02   1.75410388e-01  -1.90478443e-01
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 [ -1.76247835e-01  -1.23303025e-01  -3.05712965e-01  -2.71341777e-02
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 [  6.84700014e-02  -3.38154821e-01   9.52590447e-02   4.83912208e-02
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   -2.28862173e-02  -1.35192957e-01]
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   -1.78130210e-01  -2.22581999e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.48019252e-01  -2.65421137e-01   1.08627844e-01   2.49776079e-01
   -9.48423841e-02  -7.54947415e-02   1.69900905e-03  -2.57223967e-01
   -2.35911803e-01  -3.80344505e-02]
 [  1.12272608e-01  -1.26641329e-01  -1.85581198e-02   1.25587906e-01
   -2.96253411e-02  -8.92243995e-02   1.81902808e-01   3.88822045e-03
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 [  3.85778423e-02  -7.29159362e-02  -2.10692031e-01   1.51286281e-01
   -3.89636526e-02   8.44198969e-02  -6.27102661e-02  -1.98011458e-02
   -8.98791831e-02  -3.04209200e-03]
 [ -1.16369557e-01  -5.55305223e-02  -2.00594455e-01   1.62551593e-01
   -1.78554200e-02   1.32190500e-01  -3.21674384e-03  -2.49703534e-01
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 [ -7.19337772e-02  -4.40198385e-02   2.74567940e-01   9.48140571e-02
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 [  5.33744461e-02  -3.42861896e-02   8.66189637e-02   8.49416472e-02
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   -3.22842959e-02  -6.81230776e-02]
 [  8.21903826e-03  -1.48737106e-01  -2.90939703e-01  -5.03783771e-02
    1.83371228e-01  -9.16498912e-02   1.63166842e-01   1.63842885e-01
    1.08048530e-01  -2.93435833e-02]
 [  4.89588681e-02  -1.50307821e-02  -1.17178422e-01   4.23585678e-02
   -8.36794103e-02   3.22751028e-01   2.64338599e-01   2.04935116e-01
   -1.62271022e-01  -6.26267852e-02]
 [ -5.17495632e-03  -3.42418909e-02   1.18978420e-01   9.42252305e-02
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 [  1.09627158e-01   7.75395414e-02  -4.62085787e-02  -9.97892535e-02
   -9.80924722e-02  -3.30073063e-01   1.11284833e-01   8.68108555e-03
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 [ -9.96942528e-02  -2.72959563e-03  -1.55794712e-02   2.24857487e-02
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   -2.67920392e-01  -4.38699001e-03   2.29525774e-03  -2.37854070e-02
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 [ -3.25917324e-02  -8.99333805e-02  -7.57326662e-02  -1.30908471e-01
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   -1.84546104e-01  -3.79743109e-01]
 [ -1.59987532e-02  -3.78175277e-01  -2.98591719e-02  -7.30584233e-02
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    2.93559150e-02  -3.82654738e-01]
 [  1.09989867e-02  -4.36640672e-01  -4.31766401e-02  -1.07574467e-01
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   -3.63678209e-01  -2.18518831e-01]
 [ -1.68547711e-01  -5.80481628e-01  -8.86695949e-03  -2.02178321e-01
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   -6.68504397e-02   8.30856320e-02]
 [ -2.88652983e-01  -3.84639678e-01   5.72180503e-02  -4.34812816e-02
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   -8.58795850e-02  -1.32245573e-01]
 [ -2.02180036e-01  -2.91548225e-01   2.51895286e-01  -2.41485508e-01
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   -2.55484229e-01  -2.70302636e-02]
 [ -1.29007485e-01  -2.18240445e-01  -1.80438903e-01  -1.00860882e-01
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   -9.02941600e-03  -1.18794459e-01]
 [  1.17897561e-01   2.56049699e-01   1.67028723e-01  -8.11814269e-02
   -1.08367984e-01   4.69463668e-02  -1.64635803e-01   2.83898192e-01
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 [  3.48076970e-01   3.10699962e-01  -8.42474642e-02   3.11030694e-01
   -8.74628107e-01  -2.87015848e-01  -4.70169512e-01   1.77333214e-01
    3.79383927e-01  -3.65705551e-02]
 [  4.43987374e-02   1.31734895e-01   2.51833487e-01   2.46543378e-01
   -4.78772774e-02  -1.94779126e-01  -1.71842815e-01  -1.33196686e-01
   -1.42554046e-01  -2.92244025e-01]
 [  2.52851431e-02  -5.55382505e-02  -1.17512789e-01  -5.15493543e-02
    2.35063526e-01   4.01869510e-02  -1.07192321e-02  -1.84316958e-01
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 [  1.35806995e-03  -5.30951701e-02  -6.66142939e-02  -5.04459590e-02
   -2.06909089e-02  -1.76935721e-01   8.71051356e-02   1.01400239e-02
    3.75712957e-02   6.31341477e-03]
 [  2.88740169e-02   6.98645162e-02   2.44198412e-01   7.39328737e-02
   -2.27650240e-01  -1.34681000e-01   1.12331260e-01   3.96283686e-02
   -1.85795682e-01   1.07663986e-01]
 [  7.43811519e-02   3.71496199e-02   1.09018498e-01   1.15771741e-02
   -2.50432701e-01   6.78583612e-02   5.98041168e-02  -2.70445325e-01
   -1.40111312e-02  -8.45589199e-02]
 [ -6.82102462e-03   1.01664888e-01   8.64681822e-02  -2.32735002e-02
   -5.90047400e-02   1.78966728e-01   8.79821880e-02   1.18913087e-01
   -1.64131837e-02   1.79710411e-01]
 [  2.14952913e-01   5.28146224e-02   2.59616098e-02   7.29053937e-02
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   -6.08268800e-02  -2.78915088e-02]
 [  3.97793375e-02  -1.85538329e-02   1.58452448e-02   3.75300548e-02
   -3.96265615e-01  -1.21823859e-01  -1.97618314e-01   4.09965760e-02
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 [  4.16143282e-02   5.12894068e-01   1.20778402e-01   4.10015553e-01
   -1.08933109e+00  -3.03606827e-01  -6.05523055e-01  -7.27193221e-02
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   -8.92393548e-01  -8.54676203e-02  -4.54975065e-01   1.51398041e-01
    2.11820054e-01   4.90379474e-01]
 [  2.55593413e-01   2.97742215e-01   2.45678587e-01   1.44248667e-01
   -4.07137146e-01   8.12341525e-02  -2.07056994e-01   1.62561295e-01
    2.36911011e-01   7.50684004e-02]
 [ -7.19549735e-02   2.22529986e-01   2.42517336e-01   1.92762986e-02
   -4.40995715e-02   1.30028049e-01  -1.02101330e-01  -1.49234400e-02
   -3.08681423e-02   5.33567160e-02]
 [ -9.35532699e-02   4.42291620e-03   2.70776213e-02   1.00264758e-01
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   -2.69292121e-01  -8.63913944e-02]
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   -2.08269473e-01   3.09533895e-02]
 [  1.01583461e-02  -3.81573826e-01  -1.27431072e-01  -1.62321123e-01
    3.74870210e-01   2.62466613e-02   1.78929118e-01   1.52511124e-01
   -1.65689045e-01  -2.21838269e-01]
 [  1.38776282e-01  -1.93847940e-01  -1.43080549e-01   1.38728734e-03
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    1.33581937e-01  -1.19717609e-01]
 [ -1.21351271e-01   9.38199747e-02   2.60034368e-01  -1.83688684e-02
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   -1.19044621e-01  -6.48062593e-02]
 [ -3.52774256e-01   4.50043526e-02   1.11425816e-02  -3.47097260e-02
    1.74016223e-01  -1.70679393e-01   6.64507055e-05   2.34262557e-01
   -9.38203478e-02   6.95185609e-02]
 [  1.44012129e-01   4.68771216e-02  -2.36865907e-01  -9.06994566e-02
    1.28904617e-01  -2.94535054e-01   5.10544470e-02  -1.68209262e-01
   -3.45170213e-03  -1.93906827e-01]
 [  2.13730911e-01  -1.62224918e-01   6.45125631e-02  -1.99761262e-02
    8.32775992e-02  -3.51159611e-02   1.38123366e-02  -1.36638007e-01
    1.14989718e-01  -1.76729599e-01]
 [ -1.10353563e-01  -7.04284257e-02   1.18763608e-01   1.00824307e-01
    6.79482940e-02  -1.10702533e-01   2.63106647e-01  -7.82395932e-02
    1.77783356e-01  -1.18952952e-02]
 [ -1.32393956e-03  -1.80138787e-01   2.02316576e-01  -2.43835922e-01
   -3.32023238e-04   1.14851519e-01   6.19151153e-02  -1.16171517e-01
    2.36226923e-02   2.22100936e-01]]
[[ 0.60863012]
 [ 1.54645032]
 [ 0.26547825]
 [ 0.86429922]
 [-2.67083426]
 [-0.26482921]
 [-1.58720497]
 [ 0.05477654]
 [ 0.67651543]
 [ 0.88718878]]
Progress: 29.5% ... Training loss: 0.288 ... Validation loss: 0.460[[  1.59332398e-01   1.96206903e-01  -1.08383430e-01   1.04768387e-01
   -5.07955004e-01  -7.04409736e-02  -4.73326652e-02   1.22278848e-01
   -6.56418225e-02   1.81714348e-01]
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 [ -1.09884881e-01  -6.94574564e-02   1.18966834e-01   1.01481564e-01
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    1.78321750e-01  -1.12635828e-02]
 [ -1.67809574e-03  -1.80836927e-01   2.02154736e-01  -2.44412118e-01
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[[ 0.60454534]
 [ 1.54288138]
 [ 0.26258243]
 [ 0.86240924]
 [-2.66867586]
 [-0.26714239]
 [-1.58418624]
 [ 0.05264845]
 [ 0.67207098]
 [ 0.88552337]]
Progress: 29.6% ... Training loss: 0.290 ... Validation loss: 0.462[[  1.59908290e-01   1.97401436e-01  -1.08170543e-01   1.05411742e-01
   -5.09538551e-01  -7.07045603e-02  -4.84975030e-02   1.22313165e-01
   -6.48444592e-02   1.82362995e-01]
 [  1.30151171e-02   1.55261137e-01  -2.00786239e-02   4.20543995e-02
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 [  1.71270512e-01   5.76117954e-01   8.93100794e-03  -2.06487580e-02
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    5.13766767e-02   2.68066770e-01]
 [  5.37065659e-03  -3.04461657e-01  -2.21527375e-01   8.44752887e-02
   -4.15871997e-02   1.50093989e-01   1.29568184e-01   5.85691685e-02
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 [ -7.81932672e-03   1.43294773e-01  -1.44330223e-01   4.86968027e-02
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   -3.34528026e-03   1.33976571e-02]
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   -2.21898600e-02  -1.34821912e-01]
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   -1.76692989e-01  -2.20853103e-01]
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 [  1.13347002e-01  -1.25310736e-01  -1.81072221e-02   1.27109111e-01
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 [  4.00285590e-02  -7.02179725e-02  -2.10114968e-01   1.53338927e-01
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   -8.82171511e-02  -8.53408828e-04]
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   -3.25503218e-02  -6.86490229e-02]
 [  1.00471128e-02  -1.44625809e-01  -2.90186547e-01  -4.79549549e-02
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 [  5.03119433e-04  -1.75741605e-01   2.03103713e-01  -2.41242004e-01
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[[ 0.61537622]
 [ 1.55109088]
 [ 0.27218625]
 [ 0.87427911]
 [-2.65552284]
 [-0.25442169]
 [-1.5687341 ]
 [ 0.06426647]
 [ 0.68440273]
 [ 0.89804421]]
Progress: 29.6% ... Training loss: 0.286 ... Validation loss: 0.462[[  1.60665540e-01   1.99172603e-01  -1.07830414e-01   1.06261184e-01
   -5.11153157e-01  -7.09071794e-02  -4.98504303e-02   1.22387852e-01
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   -1.34206608e-02  -8.39323296e-02]
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   -5.67702123e-02   1.79175891e-01   8.92859583e-02   1.18858846e-01
   -1.69839329e-02   1.78969708e-01]
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   -6.21081282e-02  -2.95385989e-02]
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   -1.18005791e-01  -6.34114077e-02]
 [ -3.52610440e-01   4.49183875e-02   1.12301726e-02  -3.46497923e-02
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   -7.23085903e-04  -1.90454130e-01]
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    1.13046783e-01  -1.79216562e-01]
 [ -1.09266447e-01  -6.82289683e-02   1.19198802e-01   1.02316070e-01
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    1.78875620e-01  -1.05558347e-02]
 [  5.65651539e-04  -1.75099897e-01   2.03124679e-01  -2.41159736e-01
   -9.18365741e-03   1.14045648e-01   5.74275426e-02  -1.16030502e-01
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[[ 0.61560405]
 [ 1.55618298]
 [ 0.27242076]
 [ 0.87106809]
 [-2.65935429]
 [-0.25842823]
 [-1.57881449]
 [ 0.06147752]
 [ 0.68333076]
 [ 0.89928641]]
Progress: 29.6% ... Training loss: 0.285 ... Validation loss: 0.456[[  1.58400297e-01   1.93160001e-01  -1.08785706e-01   1.03243283e-01
   -5.02635009e-01  -6.99646233e-02  -4.36613126e-02   1.22174002e-01
   -6.65723343e-02   1.79894692e-01]
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 [  1.75775368e-01   5.84105654e-01   1.07365874e-02  -1.48066375e-02
    3.57680191e-01  -2.71437523e-02  -6.58018953e-01  -3.93527603e-02
    5.56942806e-02   2.73849962e-01]
 [ -9.91860111e-04  -3.17620342e-01  -2.24134688e-01   7.59971360e-02
   -1.82290623e-02   1.52687445e-01   1.44894872e-01   5.79410111e-02
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 [ -8.57111810e-03   1.40620258e-01  -1.44498975e-01   4.81166940e-02
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   -1.82465786e-01  -1.04801100e-02]
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   -5.15877651e-03   1.10518588e-02]
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   -2.37982168e-02  -1.36996178e-01]
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   -1.78662031e-01  -2.23416356e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -2.36207365e-01  -3.84757809e-02]
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 [  3.86595109e-02  -7.32182038e-02  -2.10710343e-01   1.51408007e-01
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   -8.97690803e-02  -2.82842859e-03]
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 [  5.30639632e-02  -3.52254783e-02   8.65247852e-02   8.44608426e-02
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   -3.25578572e-02  -6.86547076e-02]
 [  9.83820300e-03  -1.46188008e-01  -2.90349051e-01  -4.84694004e-02
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 [  4.94363727e-02  -1.40120375e-02  -1.16896905e-01   4.32307711e-02
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   -1.61565677e-01  -6.19317391e-02]
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   -1.83917689e-01  -3.78907995e-01]
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 [  1.02735599e-02  -4.38930789e-01  -4.35084558e-02  -1.08645996e-01
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   -3.64520487e-01  -2.19608015e-01]
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   -6.59513829e-02   8.43248025e-02]
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   -8.58578575e-02  -1.32222749e-01]
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   -2.55426235e-01  -2.69286881e-02]
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   -8.87218419e-03  -1.18556569e-01]
 [  1.16932590e-01   2.54233112e-01   1.66585176e-01  -8.27085029e-02
   -1.04053781e-01   4.73976120e-02  -1.62146365e-01   2.83793846e-01
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 [  3.45450308e-01   3.04251584e-01  -8.54637853e-02   3.06895737e-01
   -8.64195818e-01  -2.85816327e-01  -4.63389146e-01   1.77051737e-01
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 [  4.39861284e-02   1.30918407e-01   2.51650665e-01   2.45962217e-01
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   -1.43034137e-01  -2.92865182e-01]
 [  2.49032226e-02  -5.67251493e-02  -1.17687245e-01  -5.21029352e-02
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 [  1.09958839e-03  -5.33692991e-02  -6.67438927e-02  -5.08441043e-02
   -1.97901297e-02  -1.76835298e-01   8.75569907e-02   1.01093006e-02
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 [  2.87401853e-02   6.93974038e-02   2.44161930e-01   7.36355262e-02
   -2.26556401e-01  -1.34635488e-01   1.12996714e-01   3.96134781e-02
   -1.85991289e-01   1.07393165e-01]
 [  7.49125909e-02   3.86996444e-02   1.09239064e-01   1.24161945e-02
   -2.53372402e-01   6.75729989e-02   5.82772388e-02  -2.70391315e-01
   -1.33339688e-02  -8.38791999e-02]
 [ -7.58610687e-03   9.96825248e-02   8.61430298e-02  -2.43766822e-02
   -5.57596794e-02   1.79287255e-01   9.00360179e-02   1.18834509e-01
   -1.72769004e-02   1.78591866e-01]
 [  2.14259429e-01   5.10585807e-02   2.56732198e-02   7.18215912e-02
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   -6.16989556e-02  -2.89925879e-02]
 [  4.15271794e-02  -1.40484435e-02   1.66239914e-02   4.00525876e-02
   -4.04070221e-01  -1.22576513e-01  -2.01770848e-01   4.11708451e-02
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 [  4.36245404e-02   5.16633635e-01   1.21658170e-01   4.12810326e-01
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   -8.92810103e-01  -8.53972612e-02  -4.54044057e-01   1.51398114e-01
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 [  2.55833916e-01   2.98805649e-01   2.45819462e-01   1.44806498e-01
   -4.08716530e-01   8.10703129e-02  -2.08142435e-01   1.62589684e-01
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   -3.03083037e-02   5.40791729e-02]
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   -2.68785162e-01  -8.57792760e-02]
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   -2.08522846e-01   3.06039017e-02]
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   -1.65403710e-01  -2.21559495e-01]
 [  1.35480255e-01  -2.03013467e-01  -1.44512563e-01  -3.33422608e-03
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 [ -1.19696100e-01   9.70770509e-02   2.60802878e-01  -1.60620930e-02
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   -1.17252817e-01  -6.24698426e-02]
 [ -3.54198195e-01   4.04552005e-02   1.05374136e-02  -3.69201452e-02
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   -9.54146662e-02   6.72427064e-02]
 [  1.45134244e-01   4.82118805e-02  -2.36286796e-01  -8.85901843e-02
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   -1.93259149e-03  -1.92024229e-01]
 [  2.11116076e-01  -1.68746900e-01   6.33260862e-02  -2.38987387e-02
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    1.11970355e-01  -1.80744716e-01]
 [ -1.08970485e-01  -6.78259627e-02   1.19350282e-01   1.02851288e-01
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    1.79262840e-01  -1.00798155e-02]
 [  7.98233770e-04  -1.74919908e-01   2.03221527e-01  -2.40756180e-01
   -1.06676747e-02   1.13956080e-01   5.71689808e-02  -1.16009441e-01
    2.62513144e-02   2.25521413e-01]]
[[ 0.60512974]
 [ 1.54951836]
 [ 0.26569831]
 [ 0.85927949]
 [-2.67043288]
 [-0.26763778]
 [-1.59172325]
 [ 0.05106796]
 [ 0.67158566]
 [ 0.88754642]]
Progress: 29.7% ... Training loss: 0.290 ... Validation loss: 0.459[[  1.58477413e-01   1.92794105e-01  -1.08791429e-01   1.03330367e-01
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   -6.65148740e-02   1.79755102e-01]
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    1.79425592e-01  -9.87693100e-03]
 [  1.48200574e-03  -1.73475476e-01   2.03542413e-01  -2.39716419e-01
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[[ 0.60450561]
 [ 1.54756705]
 [ 0.2667389 ]
 [ 0.85815257]
 [-2.66993605]
 [-0.26595916]
 [-1.59045189]
 [ 0.05160564]
 [ 0.67194621]
 [ 0.88799299]]
Progress: 29.8% ... Training loss: 0.289 ... Validation loss: 0.461[[  1.57450008e-01   1.89998621e-01  -1.09314089e-01   1.01498248e-01
   -4.99101143e-01  -6.94381566e-02  -3.97642094e-02   1.22070221e-01
   -6.78369785e-02   1.77953839e-01]
 [  1.41465070e-02   1.57099358e-01  -1.95976989e-02   4.36449624e-02
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 [  1.73198195e-01   5.79338532e-01   9.30870133e-03  -1.99555691e-02
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    5.23197908e-02   2.69200886e-01]
 [ -9.85139477e-04  -3.19058313e-01  -2.24026024e-01   7.62325460e-02
   -1.69737198e-02   1.52766789e-01   1.44930105e-01   5.79472456e-02
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 [ -9.37362990e-03   1.40564086e-01  -1.44763078e-01   4.76575199e-02
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   -4.89693790e-03   1.13624528e-02]
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   -2.38929857e-02  -1.37158527e-01]
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   -1.79067605e-01  -2.23907751e-01]
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   -9.04828682e-02  -3.75224580e-03]
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 [  5.19984935e-02  -3.79214984e-02   8.60021964e-02   8.26785344e-02
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   -3.38697608e-02  -7.03994233e-02]
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[[ 0.59288701]
 [ 1.54096035]
 [ 0.26178535]
 [ 0.85101104]
 [-2.67246023]
 [-0.26943513]
 [-1.59365322]
 [ 0.04400396]
 [ 0.66340198]
 [ 0.87939733]]
Progress: 29.8% ... Training loss: 0.298 ... Validation loss: 0.468[[  1.61735822e-01   1.99878515e-01  -1.07369472e-01   1.07737537e-01
   -5.17711816e-01  -7.12919946e-02  -5.04274778e-02   1.22399951e-01
   -6.28240159e-02   1.84421709e-01]
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 [  1.77932145e-01   5.91533729e-01   1.13485208e-02  -1.35190658e-02
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   -1.86335525e-01   1.06948811e-01]
 [  7.59361312e-02   4.11452574e-02   1.09694798e-01   1.39109022e-02
   -2.57757313e-01   6.71024233e-02   5.58219111e-02  -2.70312915e-01
   -1.22001303e-02  -8.23568947e-02]
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   -5.58810977e-02   1.79273051e-01   9.00669411e-02   1.18840127e-01
   -1.72326890e-02   1.78516361e-01]
 [  2.14209249e-01   5.11095513e-02   2.56447463e-02   7.17061364e-02
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   -6.17934814e-02  -2.90907298e-02]
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 [  2.56589200e-01   3.00994939e-01   2.46133569e-01   1.45894192e-01
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   -2.98221971e-02   5.46559520e-02]
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   -1.65230202e-01  -2.21360739e-01]
 [  1.35042734e-01  -2.05836228e-01  -1.44792608e-01  -3.89659288e-03
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 [ -1.18242169e-01   9.92330327e-02   2.61459696e-01  -1.38526985e-02
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   -1.15532615e-01  -6.04306649e-02]
 [ -3.51588125e-01   4.56291403e-02   1.17348178e-02  -3.30001762e-02
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   -9.22711697e-02   7.12080716e-02]
 [  1.44515386e-01   4.58252450e-02  -2.36603574e-01  -8.95682964e-02
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   -2.70092790e-03  -1.93174954e-01]
 [  2.10160969e-01  -1.70874490e-01   6.29058684e-02  -2.52581982e-02
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    1.10961150e-01  -1.82055419e-01]
 [ -1.07301314e-01  -6.44858447e-02   1.20103203e-01   1.05219429e-01
    5.51496674e-02  -1.12018659e-01   2.56828105e-01  -7.79662999e-02
    1.81115283e-01  -7.63887694e-03]
 [  2.42547008e-03  -1.70410514e-01   2.03942581e-01  -2.38383642e-01
   -1.96316888e-02   1.13208861e-01   5.34502245e-02  -1.15890722e-01
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[[ 0.62092568]
 [ 1.5682705 ]
 [ 0.28851376]
 [ 0.8783713 ]
 [-2.64848692]
 [-0.25016747]
 [-1.57173051]
 [ 0.06778957]
 [ 0.68998762]
 [ 0.9073924 ]]
Progress: 29.9% ... Training loss: 0.292 ... Validation loss: 0.453[[  1.60528611e-01   1.97717236e-01  -1.07894645e-01   1.05983913e-01
   -5.13030348e-01  -7.08158471e-02  -4.83429755e-02   1.22273119e-01
   -6.42635226e-02   1.82603139e-01]
 [  1.46208634e-02   1.58157279e-01  -1.93517813e-02   4.44144451e-02
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    1.41224975e-01  -2.77703306e-02]
 [  1.77821616e-01   5.91211773e-01   1.11848685e-02  -1.40997270e-02
    3.60279767e-01  -2.74640683e-02  -6.65932774e-01  -3.93199197e-02
    5.70926832e-02   2.75763179e-01]
 [ -4.47034279e-03  -3.27827057e-01  -2.25471850e-01   7.14664274e-02
   -2.62238785e-03   1.54140011e-01   1.53862138e-01   5.76862990e-02
    4.62533620e-02   1.75811183e-01]
 [ -8.16874246e-03   1.42969781e-01  -1.44379959e-01   4.91506536e-02
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   -1.81904587e-01  -9.71077892e-03]
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   -4.56990500e-03   1.16805478e-02]
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   -2.35837432e-02  -1.36924679e-01]
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   -1.79546700e-01  -2.24517860e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.48356695e-01  -2.67345705e-01   1.08480003e-01   2.49551391e-01
   -9.54413921e-02  -7.54705755e-02   3.73017925e-03  -2.57251939e-01
   -2.36247028e-01  -3.85507072e-02]
 [  1.13177358e-01  -1.26286621e-01  -1.80804144e-02   1.27303696e-01
   -3.51611339e-02  -8.97353263e-02   1.81746397e-01   3.98242854e-03
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 [  3.92810943e-02  -7.32061678e-02  -2.10376369e-01   1.52513596e-01
   -4.31727669e-02   8.40309865e-02  -6.28931927e-02  -1.97375589e-02
   -8.89808146e-02  -1.91808349e-03]
 [ -1.18779914e-01  -6.20584891e-02  -2.01597511e-01   1.59430540e-01
   -8.77466511e-03   1.33144971e-01   3.45674872e-03  -2.49955046e-01
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 [ -7.30671107e-02  -4.80121896e-02   2.73977183e-01   9.30703088e-02
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 [  5.39017010e-02  -3.37366774e-02   8.68739082e-02   8.54066424e-02
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   -3.16532267e-02  -6.74872952e-02]
 [  8.89569333e-03  -1.49675743e-01  -2.90924387e-01  -5.02667109e-02
    1.83103595e-01  -9.17585121e-02   1.62618638e-01   1.63828374e-01
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 [  4.85363671e-02  -1.63637630e-02  -1.17385774e-01   4.17453802e-02
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   -1.62691691e-01  -6.35155320e-02]
 [  1.29754112e-03  -1.78990293e-02   1.21890029e-01   1.03643016e-01
   -3.30586342e-04   1.06091963e-01  -1.26323968e-01  -4.17031004e-02
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 [  1.08138056e-01   7.36388356e-02  -4.67908771e-02  -1.01879095e-01
   -9.26224412e-02  -3.29496073e-01   1.15499814e-01   8.53989712e-03
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   -2.66212364e-01  -3.97608178e-03   6.04079033e-03  -2.39090017e-02
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 [ -3.15654162e-02  -8.77199169e-02  -7.53150945e-02  -1.29514036e-01
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   -1.83488927e-01  -3.78315625e-01]
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    2.94642978e-02  -3.82725460e-01]
 [  1.09979293e-02  -4.38474646e-01  -4.31921201e-02  -1.07575959e-01
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   -3.63726100e-01  -2.18635614e-01]
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   -6.58208506e-02   8.46196097e-02]
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   -8.54043260e-02  -1.31629574e-01]
 [ -2.02274564e-01  -2.93047582e-01   2.51921702e-01  -2.41357872e-01
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   -2.55402416e-01  -2.67911199e-02]
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   -8.82188803e-03  -1.18444071e-01]
 [  1.16568921e-01   2.53229937e-01   1.66337922e-01  -8.33911499e-02
   -1.02184912e-01   4.76229507e-02  -1.61286204e-01   2.83743836e-01
    8.07503873e-02   1.84506955e-01]
 [  3.43632921e-01   3.00162630e-01  -8.62494717e-02   3.04234415e-01
   -8.57554494e-01  -2.84992141e-01  -4.58794556e-01   1.76855035e-01
    3.75082483e-01  -4.35601769e-02]
 [  4.46176244e-02   1.32237640e-01   2.51932777e-01   2.46842387e-01
   -4.89557238e-02  -1.94869192e-01  -1.72422581e-01  -1.33181149e-01
   -1.42324071e-01  -2.91986001e-01]
 [  2.42954185e-02  -5.85486657e-02  -1.17964606e-01  -5.29664059e-02
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 [  1.49840299e-03  -5.21453930e-02  -6.65540013e-02  -5.02919228e-02
   -2.16593974e-02  -1.77036188e-01   8.65140888e-02   1.01385566e-02
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 [  2.87698455e-02   6.97515382e-02   2.44182537e-01   7.36623944e-02
   -2.26312798e-01  -1.34631816e-01   1.12679992e-01   3.96182541e-02
   -1.85941030e-01   1.07340343e-01]
 [  7.52690462e-02   3.95102912e-02   1.09336552e-01   1.27993166e-02
   -2.54467805e-01   6.73948914e-02   5.74247273e-02  -2.70397208e-01
   -1.30670338e-02  -8.34564873e-02]
 [ -7.68847267e-03   9.96314208e-02   8.61464772e-02  -2.44903971e-02
   -5.55434914e-02   1.79301781e-01   9.00603879e-02   1.18831794e-01
   -1.73229676e-02   1.78390222e-01]
 [  2.14502886e-01   5.16380557e-02   2.58225072e-02   7.21978545e-02
    6.99235886e-02  -2.02700794e-02  -1.45921344e-01   1.47817714e-01
   -6.14038975e-02  -2.85798451e-02]
 [  4.20658158e-02  -1.24005433e-02   1.68553995e-02   4.07843544e-02
   -4.06765472e-01  -1.22810891e-01  -2.03044063e-01   4.12106703e-02
    1.19297730e-01   1.93418159e-01]
 [  4.33261675e-02   5.15062741e-01   1.21509113e-01   4.12395483e-01
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   -8.89939875e-01  -8.49779216e-02  -4.51766232e-01   1.51314971e-01
    2.10782622e-01   4.88863898e-01]
 [  2.56700621e-01   3.01306151e-01   2.46188509e-01   1.46095860e-01
   -4.12901098e-01   8.06793413e-02  -2.10479477e-01   1.62655090e-01
    2.38315480e-01   7.68623591e-02]
 [ -7.10985095e-02   2.24892996e-01   2.42888830e-01   2.06001424e-02
   -4.77540651e-02   1.29622327e-01  -1.04503943e-01  -1.48441109e-02
   -2.98617439e-02   5.46011974e-02]
 [ -9.28675840e-02   6.28080451e-03   2.73657357e-02   1.01233169e-01
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   -2.68551704e-01  -8.54680915e-02]
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   -2.08038781e-01   3.12048135e-02]
 [  1.01899781e-02  -3.82235143e-01  -1.27464534e-01  -1.62303642e-01
    3.74762165e-01   2.62228856e-02   1.79293373e-01   1.52504454e-01
   -1.65665897e-01  -2.21933087e-01]
 [  1.34457643e-01  -2.06658819e-01  -1.45023699e-01  -4.60627263e-03
    8.80817652e-02  -5.61078376e-02   4.35532159e-02  -1.50385343e-01
    1.29307133e-01  -1.26464707e-01]
 [ -1.17765456e-01   1.00432798e-01   2.61685796e-01  -1.31735541e-02
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   -1.15016034e-01  -5.98255766e-02]
 [ -3.52994672e-01   4.21697997e-02   1.10881688e-02  -3.50466252e-02
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   -9.38647374e-02   6.91292879e-02]
 [  1.44127302e-01   4.47053068e-02  -2.36738334e-01  -9.01057323e-02
    1.26155046e-01  -2.94820205e-01   5.29242224e-02  -1.68176975e-01
   -3.16771197e-03  -1.93727787e-01]
 [  2.09140420e-01  -1.73478746e-01   6.23817118e-02  -2.68736610e-02
    1.03211924e-01  -3.31280843e-02   2.52117444e-02  -1.37095204e-01
    1.09706438e-01  -1.83682208e-01]
 [ -1.07456366e-01  -6.47910245e-02   1.20026163e-01   1.04973301e-01
    5.55733457e-02  -1.11954234e-01   2.57088034e-01  -7.79841567e-02
    1.80947120e-01  -7.80821957e-03]
 [  2.12532035e-03  -1.71386044e-01   2.03811000e-01  -2.38779119e-01
   -1.88512437e-02   1.13330149e-01   5.45186606e-02  -1.15922788e-01
    2.77088165e-02   2.27421620e-01]]
[[ 0.60922485]
 [ 1.55863595]
 [ 0.2790574 ]
 [ 0.86627109]
 [-2.65780172]
 [-0.25950767]
 [-1.58364042]
 [ 0.05672428]
 [ 0.67727559]
 [ 0.89549704]]
Progress: 29.9% ... Training loss: 0.286 ... Validation loss: 0.452[[  1.60168346e-01   1.96964039e-01  -1.07935932e-01   1.05790319e-01
   -5.11427837e-01  -7.06577967e-02  -4.69069293e-02   1.22271820e-01
   -6.45827648e-02   1.82171675e-01]
 [  1.46326795e-02   1.58093006e-01  -1.93436945e-02   4.44540618e-02
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    1.41252299e-01  -2.77537599e-02]
 [  1.79360372e-01   5.95233135e-01   1.19948489e-02  -1.19007031e-02
    3.53601079e-01  -2.80034134e-02  -6.69877298e-01  -3.91615398e-02
    5.86468286e-02   2.77809948e-01]
 [ -7.68955126e-04  -3.18583675e-01  -2.23851402e-01   7.66287828e-02
   -1.70835242e-02   1.52580889e-01   1.45024026e-01   5.80049133e-02
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 [ -9.85483135e-03   1.38892928e-01  -1.45227896e-01   4.67352487e-02
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   -1.83606908e-01  -1.20076288e-02]
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   -5.23223231e-03   1.07151755e-02]
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   -2.34237429e-02  -1.36787115e-01]
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   -1.79757133e-01  -2.24804282e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.48921832e-01  -2.68585995e-01   1.08219938e-01   2.48800123e-01
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   -2.36900455e-01  -3.94603234e-02]
 [  1.13600087e-01  -1.25775023e-01  -1.78811443e-02   1.27967534e-01
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 [  3.84101870e-02  -7.56200791e-02  -2.10748882e-01   1.51337208e-01
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   -8.99177247e-02  -3.12439165e-03]
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 [  5.37713594e-02  -3.42193842e-02   8.67839624e-02   8.50548216e-02
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   -3.18986200e-02  -6.78499143e-02]
 [  9.77566756e-03  -1.47659735e-01  -2.90402105e-01  -4.86268101e-02
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 [  4.86051198e-02  -1.63061925e-02  -1.17347149e-01   4.18191682e-02
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   -1.83336062e-01  -3.78150488e-01]
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 [  3.45021280e-01   3.03990948e-01  -8.55644765e-02   3.06453486e-01
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 [  4.44425567e-02   1.31890875e-01   2.51840173e-01   2.46559906e-01
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   -1.42535430e-01  -2.92287438e-01]
 [  2.45958009e-02  -5.78141419e-02  -1.17829518e-01  -5.25327232e-02
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 [  2.84944479e-02   6.90039627e-02   2.44056858e-01   7.32685106e-02
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   -1.86251044e-01   1.06938124e-01]
 [  7.50253537e-02   3.89088015e-02   1.09226264e-01   1.24598249e-02
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   -1.33251015e-02  -8.37907201e-02]
 [ -7.76296721e-03   9.94119592e-02   8.61150585e-02  -2.45948738e-02
   -5.52490002e-02   1.79329018e-01   9.02991186e-02   1.18825359e-01
   -1.74088153e-02   1.78254286e-01]
 [  2.13944258e-01   5.03139334e-02   2.55468092e-02   7.12668936e-02
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   -6.21208931e-02  -2.95319235e-02]
 [  4.16230597e-02  -1.35472995e-02   1.66386868e-02   4.01357464e-02
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 [  2.55539674e-01   2.98653906e-01   2.45653737e-01   1.44435570e-01
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   -2.97512473e-02   5.47455633e-02]
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   -2.68760741e-01  -8.57286494e-02]
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   -2.08038676e-01   3.11794034e-02]
 [  1.03779428e-02  -3.81871865e-01  -1.27379361e-01  -1.62009630e-01
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   -1.65449814e-01  -2.21638709e-01]
 [  1.33714266e-01  -2.08577375e-01  -1.45385779e-01  -5.70278535e-03
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 [ -1.18120448e-01   9.91351278e-02   2.61533398e-01  -1.35931002e-02
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   -1.15358663e-01  -6.03220863e-02]
 [ -3.53606507e-01   4.04446057e-02   1.08203292e-02  -3.58822611e-02
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   -9.45431813e-02   6.82137774e-02]
 [  1.45708482e-01   4.85992680e-02  -2.35933305e-01  -8.75167730e-02
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   -1.43451775e-03  -1.91150866e-01]
 [  2.09012018e-01  -1.73797419e-01   6.23647712e-02  -2.70001804e-02
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 [ -1.06417752e-01  -6.25057369e-02   1.20500681e-01   1.06355623e-01
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    1.82058140e-01  -6.40514017e-03]
 [  1.94533605e-03  -1.72003752e-01   2.03745063e-01  -2.39036297e-01
   -1.80504530e-02   1.13386323e-01   5.51394781e-02  -1.15938251e-01
    2.75224487e-02   2.27166705e-01]]
[[ 0.61440912]
 [ 1.56315432]
 [ 0.28013322]
 [ 0.86975834]
 [-2.65662073]
 [-0.25726666]
 [-1.58360307]
 [ 0.0613335 ]
 [ 0.68436715]
 [ 0.90096039]]
Progress: 29.9% ... Training loss: 0.286 ... Validation loss: 0.451[[  1.62046626e-01   2.02418681e-01  -1.06901542e-01   1.08921665e-01
   -5.20361448e-01  -7.15525905e-02  -5.14103596e-02   1.22502846e-01
   -6.22483404e-02   1.84952493e-01]
 [  1.45436202e-02   1.57858865e-01  -1.93874131e-02   4.43266398e-02
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    1.41163664e-01  -2.78712670e-02]
 [  1.82347912e-01   6.03423200e-01   1.34343648e-02  -7.69026496e-03
    3.40971952e-01  -2.92654153e-02  -6.77446335e-01  -3.88438380e-02
    6.19424033e-02   2.81552497e-01]
 [ -1.11159590e-03  -3.19858493e-01  -2.23779881e-01   7.62325541e-02
   -1.42683473e-02   1.52750830e-01   1.47122190e-01   5.79886615e-02
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 [ -9.39128610e-03   1.39077383e-01  -1.44961739e-01   4.73074904e-02
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   -1.83021749e-01  -1.17735355e-02]
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   -6.03502123e-03   9.65127950e-03]
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    8.64632710e-02  -1.67825787e-02]
 [ -1.77443019e-01  -1.26267273e-01  -3.05963263e-01  -2.84943381e-02
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 [  7.41713408e-02  -3.28886029e-01   9.78280566e-02   5.65202277e-02
   -1.90128818e-02  -1.23982048e-01   1.19697118e-01  -1.00954800e-01
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   -2.28572692e-02  -1.35987657e-01]
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   -1.81394412e-01  -2.27013990e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.49352593e-01  -2.69710135e-01   1.08017102e-01   2.48292212e-01
   -9.25056475e-02  -7.50694145e-02   6.39657505e-03  -2.57347688e-01
   -2.37385192e-01  -4.00838450e-02]
 [  1.13151150e-01  -1.26753952e-01  -1.80772736e-02   1.27339768e-01
   -3.52279336e-02  -8.97569693e-02   1.82183307e-01   3.98055996e-03
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 [  3.86723348e-02  -7.50617516e-02  -2.10625031e-01   1.51745069e-01
   -4.03421881e-02   8.42577902e-02  -6.10439396e-02  -1.97764937e-02
   -8.95455944e-02  -2.75091777e-03]
 [ -1.18213847e-01  -6.06247148e-02  -2.01354093e-01   1.60225514e-01
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 [ -7.26301432e-02  -4.68767744e-02   2.74180878e-01   9.36934068e-02
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    6.83164689e-02   2.81619333e-02]
 [  5.24157520e-02  -3.74390922e-02   8.61082198e-02   8.28887821e-02
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   -3.35974482e-02  -6.99427392e-02]
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 [  3.34384570e-03  -1.68960559e-01   2.04352847e-01  -2.36973109e-01
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[[ 0.62099563]
 [ 1.57019706]
 [ 0.28384676]
 [ 0.87306357]
 [-2.656187  ]
 [-0.25485236]
 [-1.58539661]
 [ 0.06565826]
 [ 0.68861879]
 [ 0.90808246]]
Progress: 30.0% ... Training loss: 0.290 ... Validation loss: 0.448[[  1.60504077e-01   1.99405496e-01  -1.07564792e-01   1.06793701e-01
   -5.13790147e-01  -7.09744491e-02  -4.77670478e-02   1.22348748e-01
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 [  1.80506647e-01   5.99483620e-01   1.25747202e-02  -1.05393184e-02
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   -2.48434880e-01   6.79848779e-02   6.10508098e-02  -2.70532624e-01
   -1.46639525e-02  -8.55732587e-02]
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   -5.90348501e-02   1.78955439e-01   8.82080608e-02   1.18914469e-01
   -1.63901199e-02   1.79603545e-01]
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   -6.23188390e-02  -2.97787994e-02]
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 [ -1.08762903e-01  -6.79660114e-02   1.19446184e-01   1.03163526e-01
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    1.79608883e-01  -9.83476542e-03]
 [  2.09019195e-03  -1.71586258e-01   2.03788156e-01  -2.38769857e-01
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[[ 0.60628937]
 [ 1.55778335]
 [ 0.26727983]
 [ 0.85746779]
 [-2.67326055]
 [-0.26915549]
 [-1.60160673]
 [ 0.05224173]
 [ 0.67224527]
 [ 0.89116435]]
Progress: 30.1% ... Training loss: 0.289 ... Validation loss: 0.454[[  1.64538445e-01   2.08543839e-01  -1.05686990e-01   1.12516456e-01
   -5.29656888e-01  -7.27256885e-02  -5.72045830e-02   1.22703493e-01
   -5.93370492e-02   1.88478334e-01]
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 [  1.80266145e-01   6.01652328e-01   1.25111463e-02  -1.09821683e-02
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    5.94171343e-02   2.78463676e-01]
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   -1.80376110e-01  -2.25683946e-01]
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   -3.36248740e-02  -7.00207209e-02]
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[[ 0.62352837]
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 [ 0.69203522]
 [ 0.90883635]]
Progress: 30.1% ... Training loss: 0.290 ... Validation loss: 0.451[[  1.63664081e-01   2.07105770e-01  -1.06134196e-01   1.11142032e-01
   -5.26018219e-01  -7.23087287e-02  -5.50551453e-02   1.22603023e-01
   -6.03584345e-02   1.87151306e-01]
 [  1.46181027e-02   1.57837965e-01  -1.93463849e-02   4.44841035e-02
    9.04307314e-02  -6.40218648e-03   3.07553637e-01   4.13330561e-02
    1.41286585e-01  -2.77457949e-02]
 [  1.80273316e-01   5.99665917e-01   1.23671744e-02  -1.14761725e-02
    3.53402236e-01  -2.82389469e-02  -6.72246787e-01  -3.90836095e-02
    5.92005010e-02   2.78131908e-01]
 [ -1.24072513e-03  -3.21255516e-01  -2.23762270e-01   7.65475317e-02
   -1.55447788e-02   1.52694351e-01   1.48654882e-01   5.79095767e-02
    5.02247978e-02   1.81348948e-01]
 [ -9.11238532e-03   1.40233499e-01  -1.44881883e-01   4.76975183e-02
    3.28012821e-02  -1.82369800e-01   4.34392574e-02  -1.18424423e-01
   -1.82914413e-01  -1.09688285e-02]
 [ -3.66284928e-01  -5.18851651e-01  -2.90383016e-01   1.68809090e-01
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   -5.79469458e-03   9.73882421e-03]
 [ -8.67325401e-03  -2.10463162e-01   7.47822250e-03   8.28744940e-02
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    1.85352009e-01   2.26210925e-02]
 [  1.15962939e-01  -2.34344552e-01   3.59819415e-02  -6.38323963e-02
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    8.39315638e-02  -2.01651561e-02]
 [ -1.78038248e-01  -1.28023665e-01  -3.06188026e-01  -2.92930884e-02
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 [  7.00744009e-02  -3.36758987e-01   9.59944405e-02   5.07685173e-02
   -5.04482680e-03  -1.22394349e-01   1.29445558e-01  -1.01453911e-01
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   -2.30086565e-02  -1.36271844e-01]
 [ -1.24798956e-01  -1.33996500e-01  -7.37556403e-02  -1.75485734e-02
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   -1.79925951e-01  -2.25117569e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.49884889e-01  -2.71185375e-01   1.07812276e-01   2.47787406e-01
   -9.22256301e-02  -7.49134084e-02   8.08118141e-03  -2.57406934e-01
   -2.37870062e-01  -4.08474279e-02]
 [  1.13658115e-01  -1.25448002e-01  -1.78439674e-02   1.28041829e-01
   -3.71994225e-02  -8.99673179e-02   1.80976737e-01   4.03296448e-03
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 [  3.86286796e-02  -7.56741349e-02  -2.10627819e-01   1.51788922e-01
   -4.03166380e-02   8.42266523e-02  -6.05213259e-02  -1.97689483e-02
   -8.94767875e-02  -2.68109638e-03]
 [ -1.17942077e-01  -6.00133036e-02  -2.01259904e-01   1.60483330e-01
   -1.09551830e-02   1.32758357e-01   1.24514419e-03  -2.49876250e-01
    7.30266761e-02  -1.94791707e-01]
 [ -7.15368916e-02  -4.44529598e-02   2.74637023e-01   9.52230358e-02
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    6.95102387e-02   2.99079278e-02]
 [  5.14185917e-02  -3.96344860e-02   8.56353822e-02   8.13977202e-02
    7.94459220e-02  -1.51503034e-02   2.45956418e-01   1.20061333e-01
   -3.47147988e-02  -7.14403137e-02]
 [  9.72505619e-03  -1.47832426e-01  -2.90315663e-01  -4.84381797e-02
    1.75873510e-01  -9.21443918e-02   1.61354688e-01   1.63928301e-01
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 [  4.77134305e-02  -1.81110626e-02  -1.17785007e-01   4.04476743e-02
   -7.87824173e-02   3.23225064e-01   2.67477316e-01   2.04761557e-01
   -1.63664913e-01  -6.47940826e-02]
 [  3.09598105e-03  -1.26906282e-02   1.22797836e-01   1.06363366e-01
   -7.31085584e-03   1.05279644e-01  -1.30362938e-01  -4.14920116e-02
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 [  1.09121265e-01   7.61125012e-02  -4.62983002e-02  -1.00479641e-01
   -9.53873863e-02  -3.29859709e-01   1.13728581e-01   8.62000127e-03
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 [ -1.02149856e-01  -9.73911170e-03  -1.66357060e-02   1.91122176e-02
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 [ -1.48934214e-01  -8.92036100e-02  -1.99121464e-01  -8.59428009e-03
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   -5.04311775e-04   5.57686718e-02]
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   -1.83155243e-01  -3.77925033e-01]
 [ -1.62055459e-02  -3.81854096e-01  -2.99616721e-02  -7.30931501e-02
    6.60465747e-01   1.00887239e-01   5.17319528e-01   9.14433669e-02
    2.94635666e-02  -3.82893228e-01]
 [  1.02349463e-02  -4.40370925e-01  -4.35429280e-02  -1.08692300e-01
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   -3.64581723e-01  -2.19764462e-01]
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   -6.57622001e-02   8.47542948e-02]
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   -8.57259719e-02  -1.32003213e-01]
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   -2.56268962e-01  -2.78226844e-02]
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   -9.84622698e-03  -1.19745261e-01]
 [  1.17364675e-01   2.55719500e-01   1.66717098e-01  -8.21606835e-02
   -1.06298249e-01   4.72223770e-02  -1.63550705e-01   2.83799046e-01
    8.17458273e-02   1.85792569e-01]
 [  3.46533508e-01   3.09587155e-01  -8.48159094e-02   3.08810899e-01
   -8.70642723e-01  -2.86226461e-01  -4.67065825e-01   1.77126412e-01
    3.78580344e-01  -3.89281340e-02]
 [  4.44328722e-02   1.31332867e-01   2.51836056e-01   2.46470331e-01
   -4.78457074e-02  -1.94797554e-01  -1.71711761e-01  -1.33206164e-01
   -1.42539689e-01  -2.92390330e-01]
 [  2.33182998e-02  -6.10414097e-02  -1.18404386e-01  -5.43684729e-02
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 [  1.25887992e-03  -5.26102575e-02  -6.66830363e-02  -5.06712001e-02
   -2.02226379e-02  -1.76957490e-01   8.70331372e-02   1.01133699e-02
    3.74054539e-02   6.01872378e-03]
 [  2.77487044e-02   6.74562601e-02   2.43706612e-01   7.21749001e-02
   -2.22417879e-01  -1.34199329e-01   1.15036998e-01   3.95148897e-02
   -1.87091242e-01   1.05769989e-01]
 [  7.42030353e-02   3.69230097e-02   1.08862413e-01   1.12533450e-02
   -2.50048560e-01   6.78494740e-02   6.01710998e-02  -2.70501204e-01
   -1.43067384e-02  -8.51029521e-02]
 [ -6.74661704e-03   1.02256516e-01   8.65832353e-02  -2.31470193e-02
   -5.97162734e-02   1.78894940e-01   8.78580859e-02   1.18923765e-01
   -1.62846026e-02   1.79769409e-01]
 [  2.13929510e-01   5.06953385e-02   2.55511494e-02   7.11959825e-02
    7.18485246e-02  -2.00241380e-02  -1.44980352e-01   1.47764153e-01
   -6.21731800e-02  -2.95953153e-02]
 [  4.16217197e-02  -1.35125352e-02   1.66245543e-02   4.01489167e-02
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 [  4.48364610e-02   5.18036708e-01   1.22251389e-01   4.14568756e-01
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 [  1.84136696e-01   5.16009621e-01   6.78892332e-02   4.30278721e-01
   -9.01086692e-01  -8.60471718e-02  -4.57315200e-01   1.51613873e-01
    2.13953209e-01   4.92344985e-01]
 [  2.55229860e-01   2.98358316e-01   2.45602502e-01   1.44312832e-01
   -4.08901343e-01   8.12325149e-02  -2.07074202e-01   1.62528448e-01
    2.36868182e-01   7.47683760e-02]
 [ -7.18647325e-02   2.23057209e-01   2.42546626e-01   1.94172744e-02
   -4.42721782e-02   1.29975062e-01  -1.02696288e-01  -1.49188252e-02
   -3.07367656e-02   5.33662978e-02]
 [ -9.36862391e-02   4.53678739e-03   2.69916400e-02   1.00027309e-01
   -6.98195396e-02   1.14022646e-01   2.44144855e-01   2.06561924e-02
   -2.69465733e-01  -8.66537849e-02]
 [ -2.20954635e-01  -2.74565030e-02  -9.36359973e-02  -3.45404191e-01
    1.85707140e-01   1.20019453e-01   1.06103632e-01   1.03365373e-01
   -2.08396947e-01   3.07569274e-02]
 [  9.99038966e-03  -3.82969604e-01  -1.27536617e-01  -1.62508278e-01
    3.75274430e-01   2.62746586e-02   1.80018137e-01   1.52484829e-01
   -1.65845758e-01  -2.22183421e-01]
 [  1.31613938e-01  -2.13232302e-01  -1.46391680e-01  -8.59606779e-03
    9.82467747e-02  -5.48351400e-02   5.12037698e-02  -1.50738871e-01
    1.26389404e-01  -1.30705559e-01]
 [ -1.18124317e-01   9.93183603e-02   2.61599661e-01  -1.34432300e-02
    1.64218599e-01   8.35027507e-02   2.27802251e-02  -2.97981540e-01
   -1.15307061e-01  -6.04733140e-02]
 [ -3.52490928e-01   4.26939292e-02   1.13343486e-02  -3.42733997e-02
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   -9.32282953e-02   6.96105907e-02]
 [  1.46192782e-01   5.03339578e-02  -2.35520684e-01  -8.67287571e-02
    1.18068786e-01  -2.95808306e-01   4.83104922e-02  -1.67922649e-01
   -8.02572890e-04  -1.90373013e-01]
 [  2.08681765e-01  -1.74745478e-01   6.22863047e-02  -2.75838255e-02
    1.04935857e-01  -3.30467230e-02   2.67678994e-02  -1.37143159e-01
    1.09173961e-01  -1.84432183e-01]
 [ -1.09106707e-01  -6.92238930e-02   1.19294441e-01   1.02713252e-01
    6.18206573e-02  -1.11337082e-01   2.61637702e-01  -7.81538290e-02
    1.79316671e-01  -1.03627541e-02]
 [  2.78458453e-03  -1.69379013e-01   2.04087998e-01  -2.37701821e-01
   -2.39750468e-02   1.13061450e-01   5.27206625e-02  -1.15853399e-01
    2.83855263e-02   2.28611155e-01]]
[[ 0.61180822]
 [ 1.56739737]
 [ 0.27363978]
 [ 0.86616274]
 [-2.67375203]
 [-0.26520224]
 [-1.59944032]
 [ 0.05759245]
 [ 0.68017486]
 [ 0.89879996]]
Progress: 30.1% ... Training loss: 0.286 ... Validation loss: 0.448[[  1.62428598e-01   2.03751949e-01  -1.06625132e-01   1.09230745e-01
   -5.20654007e-01  -7.17832992e-02  -5.24882390e-02   1.22491923e-01
   -6.17123763e-02   1.85827830e-01]
 [  1.48444395e-02   1.58151566e-01  -1.92422514e-02   4.48056174e-02
    8.94302366e-02  -6.50102055e-03   3.07092690e-01   4.13528877e-02
    1.41534999e-01  -2.73983550e-02]
 [  1.76412674e-01   5.92310357e-01   1.05351436e-02  -1.73688020e-02
    3.69542104e-01  -2.63899768e-02  -6.64397288e-01  -3.94775525e-02
    5.44620881e-02   2.72425495e-01]
 [ -3.36793427e-03  -3.27034079e-01  -2.24648173e-01   7.38702699e-02
   -6.86446360e-03   1.53531743e-01   1.55039428e-01   5.77319766e-02
    4.79014107e-02   1.78652570e-01]
 [ -9.70174757e-03   1.38769066e-01  -1.45275407e-01   4.65345562e-02
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   -1.83597129e-01  -1.22724198e-02]
 [ -3.65084537e-01  -5.17572285e-01  -2.89757528e-01   1.70785906e-01
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   -4.14285796e-03   1.18165387e-02]
 [ -7.84467998e-03  -2.08738566e-01   7.87076576e-03   8.39488516e-02
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    1.86267881e-01   2.39441788e-02]
 [  1.14194346e-01  -2.38731566e-01   3.52309528e-02  -6.61844228e-02
    8.05123871e-02  -4.82545439e-02   7.34762736e-02   1.20605118e-01
    8.19891284e-02  -2.23049857e-02]
 [ -1.77759194e-01  -1.27623767e-01  -3.06042842e-01  -2.89152997e-02
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    2.55524651e-01  -1.38250192e-01]
 [  7.05059616e-02  -3.36427804e-01   9.62785845e-02   5.14714583e-02
   -6.51945933e-03  -1.22652861e-01   1.28557351e-01  -1.01398181e-01
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 [ -8.81505797e-02  -2.46520114e-02  -2.44344917e-03  -1.56970472e-01
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   -2.24671844e-02  -1.35712757e-01]
 [ -1.25033580e-01  -1.35332130e-01  -7.38262453e-02  -1.78004512e-02
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   -1.80083444e-01  -2.25219352e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.49616480e-01  -2.70760669e-01   1.07982492e-01   2.48272092e-01
   -9.39634205e-02  -7.50760299e-02   7.63507120e-03  -2.57370921e-01
   -2.37460642e-01  -4.03399281e-02]
 [  1.13482694e-01  -1.26262466e-01  -1.79039694e-02   1.27881975e-01
   -3.71797032e-02  -8.99245174e-02   1.81452606e-01   4.02188253e-03
    3.54989889e-02   1.93132031e-02]
 [  3.94998061e-02  -7.44941316e-02  -2.10223366e-01   1.53078111e-01
   -4.33953108e-02   8.38208224e-02  -6.20995792e-02  -1.96774912e-02
   -8.84241188e-02  -1.28827191e-03]
 [ -1.17259019e-01  -5.87382075e-02  -2.00972846e-01   1.61326539e-01
   -1.31496886e-02   1.32500401e-01  -3.73411432e-04  -2.49818739e-01
    7.37476084e-02  -1.93787084e-01]
 [ -7.15925782e-02  -4.43101493e-02   2.74658112e-01   9.51802742e-02
    1.29911032e-01  -6.01986720e-02  -1.19482933e-01   1.20391544e-01
    6.94886245e-02   2.99302189e-02]
 [  5.15968633e-02  -3.93916156e-02   8.57388674e-02   8.16914230e-02
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[[ 0.61344107]
 [ 1.5682741 ]
 [ 0.27647075]
 [ 0.87234356]
 [-2.67511077]
 [-0.26342537]
 [-1.59348317]
 [ 0.05984787]
 [ 0.68437314]
 [ 0.89869139]]
Progress: 30.2% ... Training loss: 0.285 ... Validation loss: 0.449[[  1.62983700e-01   2.04950798e-01  -1.06329239e-01   1.10181074e-01
   -5.23813429e-01  -7.20608644e-02  -5.36635918e-02   1.22569078e-01
   -6.09382839e-02   1.86832500e-01]
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   -1.86529639e-01   1.06479701e-01]
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   -2.49751902e-01   6.78893550e-02   6.03276214e-02  -2.70510854e-01
   -1.44105012e-02  -8.52120260e-02]
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   -5.76084164e-02   1.79091220e-01   8.90893113e-02   1.18878324e-01
   -1.68247848e-02   1.79092939e-01]
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   -6.21140672e-02  -2.94856103e-02]
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 [  1.33081502e-01  -2.09328078e-01  -1.45730378e-01  -6.35340050e-03
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 [ -3.52178080e-01   4.24543311e-02   1.15874184e-02  -3.37752647e-02
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 [  1.45943747e-01   4.99425425e-02  -2.35518209e-01  -8.68219725e-02
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   -9.36992584e-04  -1.90443866e-01]
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 [ -1.07784642e-01  -6.73337647e-02   1.19929886e-01   1.04533375e-01
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    1.80882366e-01  -8.29055535e-03]
 [  1.31934608e-03  -1.73876146e-01   2.03413261e-01  -2.39808821e-01
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[[ 0.61659601]
 [ 1.57091557]
 [ 0.27989977]
 [ 0.87509945]
 [-2.66941311]
 [-0.26129609]
 [-1.59011879]
 [ 0.0637423 ]
 [ 0.68781166]
 [ 0.90224997]]
Progress: 30.2% ... Training loss: 0.286 ... Validation loss: 0.448[[  1.62146074e-01   2.02893689e-01  -1.06731554e-01   1.08952481e-01
   -5.20678441e-01  -7.17286679e-02  -5.16679527e-02   1.22480353e-01
   -6.18343184e-02   1.85603562e-01]
 [  1.51752289e-02   1.58850364e-01  -1.90521307e-02   4.54000797e-02
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 [  1.76441462e-01   5.93943078e-01   1.04195046e-02  -1.82059578e-02
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    5.40310218e-02   2.72075734e-01]
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   -6.33421062e-03   1.53554234e-01   1.57449972e-01   5.77471851e-02
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 [ -9.12043398e-03   1.39499618e-01  -1.45077632e-01   4.71738879e-02
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   -1.83173312e-01  -1.17639765e-02]
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   -3.22914564e-03   1.28272614e-02]
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   -1.81517446e-01  -2.27031963e-01]
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   -8.89250323e-02  -1.91074859e-03]
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 [  5.14221575e-02  -3.96148056e-02   8.56858369e-02   8.14155414e-02
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   -3.46217768e-02  -7.12597493e-02]
 [  1.08091179e-02  -1.44978606e-01  -2.89783986e-01  -4.67014763e-02
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 [  4.64062034e-02  -2.13294090e-02  -1.18387709e-01   3.86250544e-02
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 [  4.46478275e-02   1.31830741e-01   2.51935270e-01   2.46764399e-01
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[[ 0.6048595 ]
 [ 1.55903808]
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 [-2.67794325]
 [-0.2718987 ]
 [-1.59920358]
 [ 0.05382456]
 [ 0.67441693]
 [ 0.8888552 ]]
Progress: 30.3% ... Training loss: 0.289 ... Validation loss: 0.454[[  1.60877424e-01   2.00308225e-01  -1.07320816e-01   1.07050881e-01
   -5.14789395e-01  -7.11504609e-02  -4.87161769e-02   1.22360442e-01
   -6.33047191e-02   1.83612235e-01]
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 [  1.76883616e-01   5.96579874e-01   1.05451665e-02  -1.77800293e-02
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 [ -2.09251181e-03  -3.26563829e-01  -2.23820105e-01   7.64043963e-02
   -9.87274957e-03   1.53045687e-01   1.54687565e-01   5.78615746e-02
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 [ -1.11097882e-02   1.34383792e-01  -1.45945446e-01   4.44280390e-02
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   -1.85281091e-01  -1.47672246e-02]
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   -1.81808412e-01  -2.27364538e-01]
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 [  5.13169149e-02  -3.96986204e-02   8.56482017e-02   8.12641994e-02
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   -3.47414916e-02  -7.13639861e-02]
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 [  4.46320971e-02   1.31799498e-01   2.51928297e-01   2.46741703e-01
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   -1.30731183e-02  -8.35679777e-02]
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 [  2.14082733e-01   5.12800156e-02   2.56320867e-02   7.14448638e-02
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   -6.20042948e-02  -2.93031144e-02]
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 [  1.33642890e-01  -2.07206213e-01  -1.45444354e-01  -5.27997068e-03
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   -1.16094460e-01  -6.14677698e-02]
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   -9.23882637e-02   7.03302880e-02]
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 [ -1.47112911e-03  -1.80225039e-01   2.02144937e-01  -2.43750131e-01
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[[ 0.59852094]
 [ 1.55430166]
 [ 0.25905807]
 [ 0.85643508]
 [-2.68247941]
 [-0.27695521]
 [-1.6061029 ]
 [ 0.04743556]
 [ 0.67000746]
 [ 0.88252405]]
Progress: 30.4% ... Training loss: 0.294 ... Validation loss: 0.459[[  1.61586927e-01   2.01692934e-01  -1.06964399e-01   1.08051759e-01
   -5.18054828e-01  -7.15446724e-02  -4.99512622e-02   1.22420706e-01
   -6.23435385e-02   1.84479753e-01]
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 [  1.78355665e-01   6.02636738e-01   1.11794121e-02  -1.60256212e-02
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    5.58745186e-02   2.74323171e-01]
 [ -9.02921203e-04  -3.24297509e-01  -2.23307929e-01   7.79653443e-02
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   -1.90284859e-01  -2.09718939e-02]
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   -3.60921311e-03   1.22319941e-02]
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   -1.81964698e-01  -2.27550889e-01]
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   -8.92375395e-02  -2.34371228e-03]
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 [  5.14250802e-02  -3.96383346e-02   8.56925484e-02   8.13877754e-02
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 [ -7.19453823e-03   1.01693952e-01   8.63557581e-02  -2.38679610e-02
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   -6.06279371e-02  -2.75421908e-02]
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 [  2.55788834e-01   3.00026127e-01   2.45893687e-01   1.45196462e-01
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 [  1.33464473e-01  -2.07725741e-01  -1.45528835e-01  -5.47017218e-03
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 [ -3.52746663e-01   4.05071480e-02   1.14067553e-02  -3.44963886e-02
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 [  1.46208642e-01   4.89330507e-02  -2.35449529e-01  -8.65237946e-02
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   -6.56384789e-04  -1.90091435e-01]
 [  2.08132068e-01  -1.76025891e-01   6.21019903e-02  -2.81495173e-02
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 [ -1.08272636e-01  -6.86616105e-02   1.19756457e-01   1.04057164e-01
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    1.80444691e-01  -8.84605847e-03]
 [ -5.04217279e-04  -1.78111468e-01   2.02560067e-01  -2.42281346e-01
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[[ 0.60866424]
 [ 1.56139397]
 [ 0.26982566]
 [ 0.86650069]
 [-2.67157595]
 [-0.26610532]
 [-1.59640141]
 [ 0.05555927]
 [ 0.68179872]
 [ 0.8931278 ]]
Progress: 30.4% ... Training loss: 0.286 ... Validation loss: 0.453[[  1.61663366e-01   2.02653018e-01  -1.06843080e-01   1.08236920e-01
   -5.18325658e-01  -7.15081705e-02  -5.07641290e-02   1.22441592e-01
   -6.21409617e-02   1.84606118e-01]
 [  1.55800588e-02   1.59736127e-01  -1.88808884e-02   4.59889575e-02
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    1.42438769e-01  -2.62649230e-02]
 [  1.81303464e-01   6.10571801e-01   1.25028711e-02  -1.22252492e-02
    3.58866986e-01  -2.80825886e-02  -6.80899137e-01  -3.91035915e-02
    5.90556864e-02   2.78361032e-01]
 [  2.02450855e-04  -3.21895966e-01  -2.22801019e-01   7.97185276e-02
   -1.75553141e-02   1.51887904e-01   1.49116293e-01   5.80785208e-02
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 [ -1.49816371e-02   1.23895804e-01  -1.47506975e-01   3.92526247e-02
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   -4.31403267e-03   1.13521342e-02]
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 [  7.13526551e-02  -3.34554662e-01   9.67012462e-02   5.32411410e-02
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   -2.21461124e-02  -1.35596457e-01]
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   -1.82718161e-01  -2.28367477e-01]
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   -8.98229735e-02  -3.09127807e-03]
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 [ -7.24916273e-02  -4.62635296e-02   2.74221809e-01   9.39685486e-02
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 [  5.21664839e-02  -3.79624473e-02   8.59882009e-02   8.23133533e-02
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   -3.38498677e-02  -7.02939720e-02]
 [  1.30999948e-02  -1.39222623e-01  -2.88700171e-01  -4.31949855e-02
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 [  4.47291016e-02  -2.51774150e-02  -1.19138464e-01   3.61692681e-02
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   -1.83468746e-01  -3.78377384e-01]
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 [  1.04932703e-02  -4.40527728e-01  -4.34304248e-02  -1.08290030e-01
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   -3.64262918e-01  -2.19377722e-01]
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   -8.53941792e-02  -1.31625921e-01]
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   -2.55952118e-01  -2.72759389e-02]
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   -1.04607002e-02  -1.20568284e-01]
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 [  3.46791358e-01   3.11574635e-01  -8.45525692e-02   3.09546050e-01
   -8.72635161e-01  -2.86431135e-01  -4.68336865e-01   1.77174959e-01
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 [  4.46000133e-02   1.31848192e-01   2.51920737e-01   2.46726211e-01
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   -1.37461613e-02  -8.44899780e-02]
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   -6.10935840e-02  -2.81642419e-02]
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 [ -8.42031552e-04  -1.78055808e-01   2.02440795e-01  -2.42643026e-01
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[[ 0.61130249]
 [ 1.56435456]
 [ 0.27029166]
 [ 0.86659576]
 [-2.6680909 ]
 [-0.26654714]
 [-1.59763243]
 [ 0.0578974 ]
 [ 0.68399535]
 [ 0.89590656]]
Progress: 30.4% ... Training loss: 0.286 ... Validation loss: 0.451[[  1.62592443e-01   2.04692033e-01  -1.06425137e-01   1.09342980e-01
   -5.20793316e-01  -7.18637279e-02  -5.27417378e-02   1.22528406e-01
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   -1.82218479e-01  -2.27749717e-01]
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[[ 0.61805503]
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 [-2.66224532]
 [-0.26122251]
 [-1.59210698]
 [ 0.06315542]
 [ 0.68996022]
 [ 0.90238957]]
Progress: 30.5% ... Training loss: 0.286 ... Validation loss: 0.448[[  1.65151128e-01   2.10886757e-01  -1.05324750e-01   1.12732961e-01
   -5.29970134e-01  -7.29502500e-02  -5.89233245e-02   1.22790778e-01
   -5.82624249e-02   1.88827040e-01]
 [  1.60888934e-02   1.60949675e-01  -1.86510551e-02   4.67265437e-02
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    1.42986899e-01  -2.55149914e-02]
 [  1.82218102e-01   6.14168708e-01   1.28287010e-02  -1.18897892e-02
    3.58497038e-01  -2.83028872e-02  -6.84923724e-01  -3.90387957e-02
    5.97878821e-02   2.78422449e-01]
 [  1.40499673e-03  -3.20523883e-01  -2.22302569e-01   8.18711706e-02
   -2.30614287e-02   1.51269397e-01   1.46787607e-01   5.82465071e-02
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 [ -9.12835060e-03   1.38207709e-01  -1.44895278e-01   4.77599706e-02
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   -1.83180302e-01  -1.22674932e-02]
 [ -3.65673264e-01  -5.23325967e-01  -2.89852675e-01   1.71555960e-01
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   -4.13744461e-03   1.14819565e-02]
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   -1.80966457e-01  -2.26178175e-01]
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   -2.36549362e-01  -3.93705138e-02]
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 [  3.96538019e-02  -7.52368467e-02  -2.10163630e-01   1.53441300e-01
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   -8.81909782e-02  -1.02889671e-03]
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 [  5.20205569e-02  -3.82953246e-02   8.59238471e-02   8.18993332e-02
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   -3.40744251e-02  -7.07478149e-02]
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   -1.82731997e-01  -3.77508534e-01]
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 [  9.89417988e-03  -4.41876019e-01  -4.36921453e-02  -1.09132767e-01
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 [  4.42288702e-02   1.31060154e-01   2.51766292e-01   2.46190583e-01
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 [  2.34052458e-02  -6.18812660e-02  -1.18377953e-01  -5.43227377e-02
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   -1.85834162e-01   1.07383398e-01]
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   -1.50912586e-02  -8.62553041e-02]
 [ -7.36112101e-03   1.01672598e-01   8.63335197e-02  -2.41382964e-02
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   -1.70578742e-02   1.78559607e-01]
 [  2.15614070e-01   5.52582177e-02   2.63061980e-02   7.36439768e-02
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   -6.02855992e-02  -2.71057219e-02]
 [  4.29029343e-02  -9.66398135e-03   1.72560982e-02   4.21356050e-02
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 [  2.56957312e-01   3.03269823e-01   2.46465133e-01   1.47052718e-01
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   -1.64782114e-01  -2.20921660e-01]
 [  1.33488390e-01  -2.07878495e-01  -1.45605921e-01  -5.39954873e-03
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   -1.14761832e-01  -5.99570314e-02]
 [ -3.51208486e-01   4.37777716e-02   1.20778921e-02  -3.24185262e-02
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   -9.14896415e-02   7.08905006e-02]
 [  1.45538513e-01   4.65191128e-02  -2.35792591e-01  -8.75515743e-02
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   -1.42959102e-03  -1.91179414e-01]
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    1.81726371e-01  -7.32541160e-03]
 [ -1.54595264e-04  -1.75600195e-01   2.02768381e-01  -2.41463499e-01
   -1.95181473e-02   1.14257757e-01   6.02236966e-02  -1.16148380e-01
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[[ 0.62270778]
 [ 1.57886803]
 [ 0.27937876]
 [ 0.88029742]
 [-2.66005861]
 [-0.25568617]
 [-1.58695628]
 [ 0.06882284]
 [ 0.69392332]
 [ 0.90848021]]
Progress: 30.6% ... Training loss: 0.288 ... Validation loss: 0.448[[  1.63651904e-01   2.06874043e-01  -1.05985773e-01   1.10547954e-01
   -5.24144988e-01  -7.22544628e-02  -5.51863270e-02   1.22623218e-01
   -5.97927668e-02   1.86723943e-01]
 [  1.60912984e-02   1.60969161e-01  -1.86543299e-02   4.67168204e-02
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 [  1.78520581e-01   6.05079716e-01   1.11387800e-02  -1.75339705e-02
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    5.56015189e-02   2.73303647e-01]
 [ -1.77872510e-03  -3.27577575e-01  -2.23667215e-01   7.74416816e-02
   -9.70252171e-03   1.52564724e-01   1.54570237e-01   5.79044633e-02
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 [ -7.39827224e-03   1.42226072e-01  -1.44208485e-01   5.01038690e-02
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   -1.81684095e-01  -9.87731822e-03]
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   -4.80593820e-03   1.04569722e-02]
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 [  6.71989152e-02  -3.44239931e-01   9.48408851e-02   4.69109656e-02
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   -1.81585360e-01  -2.27093106e-01]
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 [  1.33751223e-01  -2.07100943e-01  -1.45470578e-01  -4.89424783e-03
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    1.81649062e-01  -7.43417206e-03]
 [  5.49356602e-04  -1.73325365e-01   2.03074438e-01  -2.40386643e-01
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[[ 0.60528638]
 [ 1.5643085 ]
 [ 0.26485591]
 [ 0.86335228]
 [-2.67792885]
 [-0.26916357]
 [-1.60170954]
 [ 0.05235833]
 [ 0.67624832]
 [ 0.89012855]]
Progress: 30.6% ... Training loss: 0.287 ... Validation loss: 0.453[[  1.65671076e-01   2.12231985e-01  -1.05004012e-01   1.13897549e-01
   -5.33488421e-01  -7.32334368e-02  -6.05703211e-02   1.22820516e-01
   -5.71809934e-02   1.90210652e-01]
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 [  1.78886316e-01   6.09180690e-01   1.13022429e-02  -1.71972830e-02
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    5.60916027e-02   2.74081904e-01]
 [  1.61934502e-04  -3.23901349e-01  -2.22963635e-01   8.00365830e-02
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 [ -9.05929223e-03   1.39506657e-01  -1.44899899e-01   4.77917058e-02
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 [  6.79029125e-02  -3.42675785e-01   9.52311708e-02   4.83394154e-02
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   -1.80647103e-01  -2.25761151e-01]
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 [  1.31681514e-02  -1.39815116e-01  -2.88730424e-01  -4.32574136e-02
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 [  9.42858601e-03  -4.42954022e-01  -4.39061795e-02  -1.09800499e-01
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 [  4.38095355e-02   1.30033275e-01   2.51586308e-01   2.45581775e-01
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   -1.85924291e-01   1.07228213e-01]
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   -2.47262398e-01   6.81034113e-02   6.13428137e-02  -2.70579652e-01
   -1.51043653e-02  -8.62602552e-02]
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   -5.46083811e-02   1.79310602e-01   9.03838203e-02   1.18809988e-01
   -1.75704538e-02   1.77893915e-01]
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   -5.93612963e-02  -2.58944673e-02]
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   -1.15455189e-01  -6.08570082e-02]
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 [ -1.06784487e-01  -6.58193878e-02   1.20502698e-01   1.06365802e-01
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 [  8.74115699e-04  -1.72482128e-01   2.03237436e-01  -2.39830376e-01
   -2.50966498e-02   1.13795069e-01   5.71174787e-02  -1.16035920e-01
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[[ 0.62046903]
 [ 1.57707294]
 [ 0.27558796]
 [ 0.87695529]
 [-2.66542915]
 [-0.25665464]
 [-1.58699141]
 [ 0.06653467]
 [ 0.69218356]
 [ 0.90389743]]
Progress: 30.6% ... Training loss: 0.285 ... Validation loss: 0.449[[  1.64684155e-01   2.09160577e-01  -1.05445502e-01   1.12392439e-01
   -5.29641291e-01  -7.27821524e-02  -5.75972959e-02   1.22706296e-01
   -5.82741440e-02   1.88631657e-01]
 [  1.69044459e-02   1.62672259e-01  -1.82933698e-02   4.78616096e-02
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 [  1.77265863e-01   6.05330351e-01   1.03877279e-02  -2.02000696e-02
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    5.41227995e-02   2.71622946e-01]
 [ -1.50003329e-03  -3.27913215e-01  -2.23609351e-01   7.79597469e-02
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   -1.83042706e-01  -1.19429817e-02]
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   -3.59026046e-03   1.18542454e-02]
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   -1.81182808e-01  -2.26387390e-01]
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 [  4.97361207e-02  -4.45771554e-02   8.47587901e-02   7.83645919e-02
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   -3.67135983e-02  -7.42354827e-02]
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 [  4.39402246e-02   1.30395848e-01   2.51647072e-01   2.45778688e-01
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[[ 0.61140541]
 [ 1.57144289]
 [ 0.26993513]
 [ 0.86999583]
 [-2.6673934 ]
 [-0.26125707]
 [-1.58998056]
 [ 0.05972585]
 [ 0.68382433]
 [ 0.89598738]]
Progress: 30.7% ... Training loss: 0.284 ... Validation loss: 0.450[[  1.62341491e-01   2.03768240e-01  -1.06388858e-01   1.09266333e-01
   -5.20885092e-01  -7.17881037e-02  -5.25983691e-02   1.22483299e-01
   -6.07591520e-02   1.85557213e-01]
 [  1.69522252e-02   1.62798215e-01  -1.82295120e-02   4.81287546e-02
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 [  1.75369025e-01   6.03508100e-01   9.42806196e-03  -2.37309485e-02
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 [ -5.20952920e-04  -3.26693179e-01  -2.23130544e-01   7.95616322e-02
   -1.34569053e-02   1.52047452e-01   1.53746146e-01   5.79567852e-02
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 [ -7.85725010e-03   1.43761577e-01  -1.44178309e-01   5.03805034e-02
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   -1.82154563e-01  -1.06048707e-02]
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   -3.95266641e-03   1.11974561e-02]
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   -1.80883101e-01  -2.26051447e-01]
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   -2.35679943e-01  -3.84669864e-02]
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 [  3.82558377e-02  -7.84764816e-02  -2.10671379e-01   1.51592054e-01
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   -8.97813725e-02  -3.31168719e-03]
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 [  4.99672957e-02  -4.43121510e-02   8.48718492e-02   7.86580049e-02
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   -3.64497419e-02  -7.37787371e-02]
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   -1.82049719e-01  -3.76729573e-01]
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 [  4.41348074e-02   1.30956898e-01   2.51733466e-01   2.46072393e-01
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   -1.57353286e-02  -8.70361887e-02]
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   -1.80310218e-02   1.77389311e-01]
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   -5.87223482e-02  -2.50572307e-02]
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   -2.08321909e-01   3.09871773e-02]
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   -1.64036254e-01  -2.20071450e-01]
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   -1.14979226e-01  -6.03026557e-02]
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   -9.29257537e-02   6.90824029e-02]
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   -4.46805323e-04  -1.89868406e-01]
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    1.81085754e-01  -8.44791876e-03]
 [ -1.81872653e-03  -1.79432945e-01   2.01975388e-01  -2.43929038e-01
   -1.37404398e-02   1.14974228e-01   6.38154993e-02  -1.16327623e-01
    2.37628624e-02   2.22869170e-01]]
[[ 0.60596737]
 [ 1.56490195]
 [ 0.26484458]
 [ 0.86555975]
 [-2.66724977]
 [-0.26483137]
 [-1.59110893]
 [ 0.05614164]
 [ 0.67761354]
 [ 0.8886705 ]]
Progress: 30.8% ... Training loss: 0.286 ... Validation loss: 0.454[[  1.64758809e-01   2.09945938e-01  -1.05294205e-01   1.12719611e-01
   -5.30564159e-01  -7.28079098e-02  -5.85086733e-02   1.22712232e-01
   -5.80858960e-02   1.88857647e-01]
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 [  1.80096340e-01   6.16298723e-01   1.14903047e-02  -1.72356950e-02
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 [ -1.01242516e-02   1.37155231e-01  -1.45123591e-01   4.72094082e-02
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   -1.84490865e-01  -1.38627855e-02]
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   -2.87557962e-03   1.23378512e-02]
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   -1.78303432e-02  -1.30148679e-01]
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   -1.80286634e-01  -2.25209024e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -8.87806242e-02  -2.18085490e-03]
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[[ 0.6249176 ]
 [ 1.58273567]
 [ 0.2823644 ]
 [ 0.8824727 ]
 [-2.64936731]
 [-0.25004537]
 [-1.57934056]
 [ 0.07338949]
 [ 0.6971997 ]
 [ 0.90873035]]
Progress: 30.8% ... Training loss: 0.291 ... Validation loss: 0.453[[  1.63847683e-01   2.07474341e-01  -1.05656335e-01   1.11459074e-01
   -5.27597021e-01  -7.24421030e-02  -5.60678282e-02   1.22624349e-01
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   -2.26639297e-01  -1.34572306e-01   1.12354039e-01   3.95746519e-02
   -1.86255835e-01   1.06817643e-01]
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   -2.41681435e-01   6.86932186e-02   6.41596078e-02  -2.70717981e-01
   -1.66595153e-02  -8.82889925e-02]
 [ -8.21239146e-03   9.94642694e-02   8.59436332e-02  -2.55146510e-02
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   -1.81454290e-02   1.77236209e-01]
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   -5.89222606e-02  -2.53003304e-02]
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   -3.19881189e-02   5.14821442e-02]
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 [  1.33122532e-01  -2.08096541e-01  -1.45697777e-01  -5.21879959e-03
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 [ -3.53163427e-01   3.79788830e-02   1.12483258e-02  -3.51535823e-02
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 [  1.47038329e-01   4.77034242e-02  -2.35032882e-01  -8.48461226e-02
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 [ -1.81538486e-03  -1.79352301e-01   2.01950502e-01  -2.43902232e-01
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[[ 0.6142081 ]
 [ 1.5741302 ]
 [ 0.26843907]
 [ 0.86990161]
 [-2.66040092]
 [-0.26071246]
 [-1.59339462]
 [ 0.06147133]
 [ 0.68448919]
 [ 0.89731201]]
Progress: 30.9% ... Training loss: 0.284 ... Validation loss: 0.450[[  1.62885905e-01   2.05014406e-01  -1.06141504e-01   1.10014359e-01
   -5.24414238e-01  -7.19443712e-02  -5.34638760e-02   1.22527350e-01
   -6.00214018e-02   1.86079782e-01]
 [  1.71012944e-02   1.63274527e-01  -1.81752765e-02   4.83374429e-02
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    1.44142164e-01  -2.40408585e-02]
 [  1.82554928e-01   6.21341025e-01   1.25591224e-02  -1.43738484e-02
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    5.96183588e-02   2.78991809e-01]
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   -4.32026269e-03   1.52765266e-01   1.60936958e-01   5.78166249e-02
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   -1.80876613e-01  -9.31815654e-03]
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   -4.06861858e-03   1.08179731e-02]
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   -1.80622958e-01  -2.25897945e-01]
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   -2.36101041e-01  -3.90087445e-02]
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   -8.88007057e-02  -2.16579067e-03]
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   -3.53786938e-02  -7.21572233e-02]
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 [  4.70087404e-02  -1.92418869e-02  -1.18036675e-01   3.96726411e-02
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 [  9.85488605e-03  -4.42749184e-01  -4.36947383e-02  -1.09170354e-01
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 [  3.42445495e-01   3.03259818e-01  -8.63596328e-02   3.03774244e-01
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 [  4.44616487e-02   1.31694394e-01   2.51879112e-01   2.46505755e-01
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    2.36241026e-02   2.22648162e-01]]
[[ 0.6153265 ]
 [ 1.57971834]
 [ 0.27148714]
 [ 0.87144379]
 [-2.65983502]
 [-0.26291889]
 [-1.59569095]
 [ 0.05938782]
 [ 0.68471677]
 [ 0.89853362]]
Progress: 30.9% ... Training loss: 0.286 ... Validation loss: 0.446[[  1.61685579e-01   2.01053276e-01  -1.06703012e-01   1.08084019e-01
   -5.19107136e-01  -7.13679693e-02  -4.97272330e-02   1.22410281e-01
   -6.12969355e-02   1.84142212e-01]
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 [  1.80158366e-01   6.18135441e-01   1.14202252e-02  -1.85748244e-02
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 [ -2.45897597e-03  -3.34305960e-01  -2.23734956e-01   7.74114503e-02
   -5.34666389e-03   1.52677200e-01   1.61164180e-01   5.78449051e-02
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 [ -4.76887394e-03   1.50394865e-01  -1.42931373e-01   5.48972680e-02
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   -1.79102972e-01  -6.77443847e-03]
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   -3.86158339e-03   1.09566930e-02]
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   -1.80571623e-01  -2.26016845e-01]
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   -2.36029219e-01  -3.89170016e-02]
 [  1.10192125e-01  -1.37220551e-01  -1.92664422e-02   1.24473191e-01
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   -8.91358920e-02  -2.69848115e-03]
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   -3.57617496e-02  -7.26179882e-02]
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   -1.82049862e-01  -3.76793331e-01]
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 [  4.45254885e-02   1.31695288e-01   2.51912958e-01   2.46630261e-01
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   -1.55865143e-02  -8.69090660e-02]
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   -1.80582332e-02   1.77319462e-01]
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   -5.92736212e-02  -2.57849911e-02]
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   -1.13880721e-01  -5.89884080e-02]
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 [ -2.44181956e-03  -1.80727434e-01   2.01611230e-01  -2.44820064e-01
   -1.43171910e-02   1.15255663e-01   6.56238384e-02  -1.16436395e-01
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[[ 0.60973167]
 [ 1.57549465]
 [ 0.2674472 ]
 [ 0.86787479]
 [-2.66405375]
 [-0.26664568]
 [-1.5985244 ]
 [ 0.05569063]
 [ 0.67990308]
 [ 0.89323214]]
Progress: 30.9% ... Training loss: 0.286 ... Validation loss: 0.450[[  1.61261649e-01   2.00793915e-01  -1.06827680e-01   1.07552750e-01
   -5.17828587e-01  -7.11949730e-02  -4.93248575e-02   1.22377142e-01
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 [  1.78693632e-01   6.17057700e-01   1.07529106e-02  -2.10247471e-02
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   -1.80528271e-01  -9.01441326e-03]
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   -3.89781870e-03   1.07920358e-02]
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   -1.80478573e-01  -2.25882925e-01]
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[[ 0.6136797 ]
 [ 1.5736566 ]
 [ 0.26960826]
 [ 0.87211451]
 [-2.65858366]
 [-0.26157033]
 [-1.59073295]
 [ 0.05832876]
 [ 0.68488306]
 [ 0.89663413]]
Progress: 31.0% ... Training loss: 0.284 ... Validation loss: 0.452[[  1.62335762e-01   2.02447189e-01  -1.06262988e-01   1.08947494e-01
   -5.20860780e-01  -7.16222137e-02  -5.15266137e-02   1.22481681e-01
   -6.03611162e-02   1.85148693e-01]
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 [  1.80907838e-01   6.20449831e-01   1.17273783e-02  -1.81064899e-02
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   -1.79912488e-01  -2.25136360e-01]
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   -1.61721690e-02  -8.76623346e-02]
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   -1.93515015e-02   1.75642437e-01]
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   -6.00451420e-02  -2.67756443e-02]
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 [ -3.53842841e-01   3.57724848e-02   1.09818807e-02  -3.60853696e-02
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    1.82032976e-01  -7.02522278e-03]
 [ -4.09197293e-03  -1.84735905e-01   2.00855380e-01  -2.47314919e-01
   -9.35725465e-03   1.16005017e-01   6.98288367e-02  -1.16610716e-01
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[[ 0.60855281]
 [ 1.57383012]
 [ 0.26287353]
 [ 0.86613567]
 [-2.66369239]
 [-0.26788789]
 [-1.59964162]
 [ 0.05382933]
 [ 0.67803842]
 [ 0.89094905]]
Progress: 31.1% ... Training loss: 0.286 ... Validation loss: 0.453[[  1.62627208e-01   2.03353855e-01  -1.06098736e-01   1.09375574e-01
   -5.22682811e-01  -7.17463338e-02  -5.25071643e-02   1.22505724e-01
   -6.01345580e-02   1.85589644e-01]
 [  1.69032580e-02   1.62285716e-01  -1.82277112e-02   4.82690070e-02
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 [  1.79663231e-01   6.18485573e-01   1.11563575e-02  -2.06568929e-02
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   -6.61326679e-03   7.11124651e-03]
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   -1.79612997e-01  -2.24812409e-01]
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   -3.45377835e-02  -7.09626947e-02]
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[[ 0.60536933]
 [ 1.56874136]
 [ 0.25783932]
 [ 0.86292942]
 [-2.66908282]
 [-0.26873236]
 [-1.60224876]
 [ 0.05315479]
 [ 0.67640839]
 [ 0.88875254]]
Progress: 31.1% ... Training loss: 0.287 ... Validation loss: 0.459[[  1.62935181e-01   2.03633186e-01  -1.05953343e-01   1.10002295e-01
   -5.24311955e-01  -7.19191057e-02  -5.24461892e-02   1.22538165e-01
   -5.97571449e-02   1.86118976e-01]
 [  1.71766553e-02   1.62854905e-01  -1.80927207e-02   4.87195969e-02
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    1.44353639e-01  -2.38315383e-02]
 [  1.77481137e-01   6.14692504e-01   1.01337250e-02  -2.43506157e-02
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    5.28888407e-02   2.71247494e-01]
 [  8.73176204e-03  -3.09743479e-01  -2.18918221e-01   9.47382903e-02
   -5.39499081e-02   1.47822167e-01   1.35915160e-01   5.88734563e-02
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 [ -8.36380544e-03   1.42673940e-01  -1.44562585e-01   4.99905861e-02
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   -1.83058757e-01  -1.28309175e-02]
 [ -3.67341394e-01  -5.34845203e-01  -2.90226527e-01   1.71738257e-01
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   -5.07024064e-03   8.98346220e-03]
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   -1.78635931e-01  -2.23568661e-01]
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   -2.36872348e-01  -4.01793163e-02]
 [  1.10502045e-01  -1.37388141e-01  -1.90792711e-02   1.25121801e-01
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 [  3.80790774e-02  -8.04298558e-02  -2.10746316e-01   1.51567950e-01
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 [  5.18184268e-02  -3.98897777e-02   8.57752503e-02   8.13286948e-02
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   -3.44424278e-02  -7.08432570e-02]
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 [  4.48378386e-02   1.32285493e-01   2.52045113e-01   2.47032094e-01
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   -1.74463145e-02  -8.93112379e-02]
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   -6.00948211e-02  -2.69112407e-02]
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 [ -5.42104047e-03  -1.87887781e-01   2.00308017e-01  -2.49310459e-01
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    1.99492998e-02   2.17974874e-01]]
[[ 0.6073211 ]
 [ 1.56994759]
 [ 0.25818309]
 [ 0.86848662]
 [-2.6660953 ]
 [-0.26372812]
 [-1.59360005]
 [ 0.05875341]
 [ 0.68091499]
 [ 0.890614  ]]
Progress: 31.1% ... Training loss: 0.286 ... Validation loss: 0.462[[  1.62543074e-01   2.03089320e-01  -1.06150473e-01   1.09160137e-01
   -5.21332989e-01  -7.16195325e-02  -5.16276320e-02   1.22500982e-01
   -6.03886723e-02   1.85482240e-01]
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 [  1.72290611e-01   6.05896516e-01   7.77742804e-03  -3.25730894e-02
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   -3.12278944e-03   1.13974186e-02]
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[[ 0.60777773]
 [ 1.56737628]
 [ 0.26043512]
 [ 0.87453558]
 [-2.66855408]
 [-0.26309274]
 [-1.58497387]
 [ 0.06161105]
 [ 0.68531489]
 [ 0.89252462]]
Progress: 31.2% ... Training loss: 0.287 ... Validation loss: 0.465[[  1.66456351e-01   2.12619835e-01  -1.04385964e-01   1.14986016e-01
   -5.39590056e-01  -7.34084492e-02  -6.12776108e-02   1.22925736e-01
   -5.58000335e-02   1.91248005e-01]
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 [  1.76136406e-01   6.17067541e-01   9.54289992e-03  -2.67654395e-02
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 [  9.65190477e-03  -3.09779494e-01  -2.18501107e-01   9.60783101e-02
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 [ -9.35299188e-03   1.40304258e-01  -1.44957724e-01   4.86008642e-02
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 [  2.71900460e-02   6.67926167e-02   2.43476867e-01   7.14571334e-02
   -2.20775987e-01  -1.34069937e-01   1.15647139e-01   3.94494434e-02
   -1.87624088e-01   1.05120486e-01]
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   -2.43740653e-01   6.85200683e-02   6.29271853e-02  -2.70657325e-01
   -1.63442905e-02  -8.77606809e-02]
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   -4.49673574e-02   1.80325086e-01   9.57429302e-02   1.18620255e-01
   -2.02690617e-02   1.74470076e-01]
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   -5.95044618e-02  -2.61935402e-02]
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 [  2.56871656e-01   3.04410230e-01   2.46387894e-01   1.46953449e-01
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 [  1.36804474e-01  -1.99708728e-01  -1.44198069e-01   6.14557755e-04
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   -1.13975859e-01  -5.94781839e-02]
 [ -3.51711665e-01   3.97598012e-02   1.19610907e-02  -3.29271673e-02
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   -9.18190816e-02   6.99068718e-02]
 [  1.46949554e-01   4.53024749e-02  -2.34969438e-01  -8.44349564e-02
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 [ -1.04815105e-01  -6.30054304e-02   1.21456452e-01   1.09186961e-01
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    1.84428632e-01  -3.55435985e-03]
 [ -4.42163701e-03  -1.85476035e-01   2.00752214e-01  -2.47722843e-01
   -9.49712135e-03   1.16212723e-01   7.04102132e-02  -1.16627461e-01
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[[ 0.62723474]
 [ 1.58310972]
 [ 0.27518746]
 [ 0.88980581]
 [-2.65326807]
 [-0.24881538]
 [-1.57234031]
 [ 0.07707854]
 [ 0.70368832]
 [ 0.9102295 ]]
Progress: 31.2% ... Training loss: 0.291 ... Validation loss: 0.470[[  1.63282779e-01   2.05596153e-01  -1.05753506e-01   1.10586749e-01
   -5.28521747e-01  -7.21201180e-02  -5.45072789e-02   1.22546985e-01
   -5.91872202e-02   1.86717491e-01]
 [  1.71819912e-02   1.62856851e-01  -1.80632304e-02   4.87207963e-02
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    5.17364778e-02   2.69553309e-01]
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   -4.58543743e-02   1.47920324e-01   1.37896723e-01   5.87165751e-02
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   -5.57926667e-03   8.20937369e-03]
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   -1.98906705e-02  -1.33009126e-01]
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   -1.78817081e-01  -2.23862842e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -8.92483590e-02  -2.90845865e-03]
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   -3.17395903e-02  -6.74005050e-02]
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   -3.63926064e-01  -2.18972660e-01]
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   -8.82574918e-03   1.16343144e-01   7.08267444e-02  -1.16666758e-01
    2.08706749e-02   2.19239085e-01]]
[[ 0.61072704]
 [ 1.57197055]
 [ 0.25744575]
 [ 0.87214352]
 [-2.67247021]
 [-0.26844936]
 [-1.5948257 ]
 [ 0.06004231]
 [ 0.68394179]
 [ 0.89283221]]
Progress: 31.3% ... Training loss: 0.285 ... Validation loss: 0.458[[  1.66586212e-01   2.13166817e-01  -1.04408961e-01   1.15412515e-01
   -5.41701735e-01  -7.36686133e-02  -6.26129416e-02   1.22874328e-01
   -5.55336651e-02   1.91717229e-01]
 [  1.77449807e-02   1.64050720e-01  -1.78213281e-02   4.95527344e-02
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    1.44991494e-01  -2.30231164e-02]
 [  1.78400498e-01   6.24172320e-01   1.03669727e-02  -2.44102415e-02
    4.04063957e-01  -2.48454476e-02  -6.97059368e-01  -3.96066053e-02
    5.36669746e-02   2.72462888e-01]
 [  8.82012107e-03  -3.12345037e-01  -2.18974068e-01   9.43126407e-02
   -4.49103551e-02   1.47644956e-01   1.38257819e-01   5.87911861e-02
    6.39659787e-02   2.01256273e-01]
 [ -8.33370941e-03   1.42224216e-01  -1.44492007e-01   5.08349382e-02
    1.58252053e-02  -1.83330010e-01   4.39913824e-02  -1.17876149e-01
   -1.82673075e-01  -1.39191275e-02]
 [ -3.67379822e-01  -5.39650673e-01  -2.90229775e-01   1.72138991e-01
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   -5.05742857e-03   8.63226207e-03]
 [ -7.51306208e-03  -2.10451678e-01   8.01331936e-03   8.44556741e-02
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    1.87610149e-01   2.45880120e-02]
 [  1.14000492e-01  -2.39019103e-01   3.52445486e-02  -6.63935721e-02
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   -1.42413276e-03   6.97401580e-02  -1.64715745e-01  -2.89332854e-02
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 [  6.82679890e-02  -3.50912605e-01   9.54178633e-02   4.88380051e-02
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   -1.90234131e-02  -1.31883618e-01]
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   -1.76658713e-01  -2.21214504e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.50363845e-01  -2.77992907e-01   1.08099535e-01   2.49725441e-01
   -1.06285217e-01  -7.55198765e-02   1.48841632e-02  -2.57391393e-01
   -2.37465243e-01  -4.10314853e-02]
 [  1.11121208e-01  -1.38594802e-01  -1.88480592e-02   1.26208181e-01
   -3.62730724e-02  -8.94698921e-02   1.94074290e-01   3.86591394e-03
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 [  3.80217146e-02  -8.14744533e-02  -2.10769879e-01   1.51394346e-01
   -4.20892915e-02   8.42274104e-02  -5.47306488e-02  -1.97800808e-02
   -8.98194478e-02  -3.63581936e-03]
 [ -1.17610275e-01  -6.23936299e-02  -2.01115927e-01   1.60965139e-01
   -1.04579561e-02   1.32594483e-01   1.39967310e-03  -2.49911395e-01
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 [ -7.40330320e-02  -5.03871425e-02   2.73484955e-01   9.16971881e-02
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 [  5.67032085e-02  -2.79502662e-02   8.79490720e-02   8.86829044e-02
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   -2.86199631e-02  -6.34184218e-02]
 [  1.35205034e-02  -1.39477249e-01  -2.88805542e-01  -4.34900490e-02
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 [  4.76514249e-02  -1.77359650e-02  -1.17696042e-01   4.07468629e-02
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   -1.63317099e-01  -6.46126018e-02]
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   -9.96495057e-02  -3.30299060e-01   1.11219705e-01   8.68902820e-03
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   -1.82271359e-01  -3.77349721e-01]
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 [  1.09945622e-02  -4.42592176e-01  -4.32524954e-02  -1.07471365e-01
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   -3.63641247e-01  -2.18601498e-01]
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   -6.32919394e-02   8.82472150e-02]
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   -8.74075497e-02  -1.34475201e-01]
 [ -2.04864784e-01  -3.01146571e-01   2.51057698e-01  -2.44336655e-01
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   -2.57872832e-01  -2.93395568e-02]
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   -7.64526983e-03  -1.16827535e-01]
 [  1.15173050e-01   2.50293907e-01   1.65642933e-01  -8.57024810e-02
   -9.44616581e-02   4.82471373e-02  -1.57701638e-01   2.83514826e-01
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 [  3.46566015e-01   3.13163640e-01  -8.46115403e-02   3.08979812e-01
   -8.71096833e-01  -2.86394402e-01  -4.69582689e-01   1.77068836e-01
    3.79238429e-01  -3.80339121e-02]
 [  4.44707719e-02   1.31074281e-01   2.51872004e-01   2.46423240e-01
   -4.84710476e-02  -1.94871818e-01  -1.71922688e-01  -1.33201785e-01
   -1.42478787e-01  -2.92552223e-01]
 [  2.59532859e-02  -5.57254396e-02  -1.17210562e-01  -5.05731853e-02
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 [  2.28840034e-03  -4.96195822e-02  -6.62804650e-02  -4.92976905e-02
   -2.52174550e-02  -1.77506456e-01   8.38597310e-02   1.02048330e-02
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 [  2.75024058e-02   6.77044022e-02   2.43607272e-01   7.19354881e-02
   -2.22161824e-01  -1.34212969e-01   1.14652061e-01   3.94682752e-02
   -1.87283434e-01   1.05520421e-01]
 [  7.40973043e-02   3.87191487e-02   1.08710945e-01   1.10086352e-02
   -2.50425768e-01   6.78226265e-02   5.87591269e-02  -2.70519728e-01
   -1.46073778e-02  -8.54884499e-02]
 [ -1.07270131e-02   9.42639676e-02   8.48950818e-02  -2.91736112e-02
   -4.21996758e-02   1.80568735e-01   9.72877858e-02   1.18538602e-01
   -2.10343072e-02   1.73529158e-01]
 [  2.16120024e-01   5.72363858e-02   2.65362813e-02   7.43396074e-02
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   -5.97483208e-02  -2.65109923e-02]
 [  4.33542195e-02  -6.48402284e-03   1.74981622e-02   4.30270751e-02
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 [  4.78304867e-02   5.20935988e-01   1.23564528e-01   4.18986759e-01
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 [  2.55641766e-01   3.01856585e-01   2.45885963e-01   1.45234138e-01
   -4.14319344e-01   8.09382848e-02  -2.10259313e-01   1.62539037e-01
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   -3.00586794e-02   5.39691753e-02]
 [ -9.57109061e-02   1.15945013e-04   2.60292594e-02   9.71920357e-02
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   -2.71750507e-01  -8.94387987e-02]
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   -2.09583532e-01   2.94053940e-02]
 [  1.10204133e-02  -3.83744420e-01  -1.27071010e-01  -1.60757736e-01
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   -1.64579831e-01  -2.20926060e-01]
 [  1.34735262e-01  -2.04233787e-01  -1.45156978e-01  -2.35788495e-03
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 [ -1.17702271e-01   9.31663086e-02   2.62273797e-01  -1.15353874e-02
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   -1.14107229e-01  -5.97392729e-02]
 [ -3.53601917e-01   3.53712181e-02   1.11158071e-02  -3.57049287e-02
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   -9.40163447e-02   6.70676583e-02]
 [  1.46943214e-01   4.39069811e-02  -2.34947903e-01  -8.42967811e-02
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    7.62318159e-04  -1.88769521e-01]
 [  2.07512975e-01  -1.81056086e-01   6.20107618e-02  -2.90314067e-02
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 [ -1.04829572e-01  -6.30076642e-02   1.21425179e-01   1.09334757e-01
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    1.84392253e-01  -3.70124880e-03]
 [ -1.49587398e-03  -1.78251365e-01   2.01943104e-01  -2.43398739e-01
   -2.23633991e-02   1.14960065e-01   6.25297764e-02  -1.16359572e-01
    2.44916137e-02   2.23915402e-01]]
[[ 0.63234649]
 [ 1.59073113]
 [ 0.27962296]
 [ 0.89255364]
 [-2.65481054]
 [-0.24788509]
 [-1.57524597]
 [ 0.07722356]
 [ 0.70668395]
 [ 0.9147055 ]]
Progress: 31.4% ... Training loss: 0.293 ... Validation loss: 0.469[[  1.63384396e-01   2.04864853e-01  -1.05860591e-01   1.10517084e-01
   -5.27463488e-01  -7.22939565e-02  -5.48377926e-02   1.22464302e-01
   -5.92626601e-02   1.87047331e-01]
 [  1.77597851e-02   1.64090815e-01  -1.78178133e-02   4.95641384e-02
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    1.45000071e-01  -2.29997542e-02]
 [  1.73968267e-01   6.13928326e-01   8.36712422e-03  -3.12407363e-02
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    4.86384900e-02   2.66028492e-01]
 [  7.35695645e-03  -3.16123545e-01  -2.19679716e-01   9.21286932e-02
   -3.90079973e-02   1.48203256e-01   1.43049242e-01   5.85861031e-02
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 [ -9.75803092e-03   1.38546460e-01  -1.45153734e-01   4.88505722e-02
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   -1.84207618e-01  -1.59769635e-02]
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   -4.85267364e-03   8.82363115e-03]
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    7.82178717e-02  -2.76435866e-02]
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 [  6.52002679e-02  -3.58248193e-01   9.39842326e-02   4.41131803e-02
   -3.78583176e-03  -1.20596084e-01   1.49282178e-01  -1.02106512e-01
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   -2.07900415e-02  -1.34062415e-01]
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   -1.76978832e-01  -2.21706175e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.51038511e-01  -2.79067620e-01   1.07768049e-01   2.48750287e-01
   -1.03810988e-01  -7.52449400e-02   1.62235844e-02  -2.57479550e-01
   -2.38294673e-01  -4.21120557e-02]
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   -3.92600441e-02  -8.97860319e-02   1.92948211e-01   3.96476913e-03
    3.45067435e-02   1.69064629e-02]
 [  3.76483150e-02  -8.25230691e-02  -2.10946331e-01   1.50882997e-01
   -4.07112646e-02   8.43618354e-02  -5.37663345e-02  -1.98231110e-02
   -9.02197729e-02  -4.16872577e-03]
 [ -1.18105757e-01  -6.35520068e-02  -2.01338388e-01   1.60190406e-01
   -7.51991107e-03   1.32805220e-01   2.36271159e-03  -2.49971234e-01
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[[ 0.6131672 ]
 [ 1.5759031 ]
 [ 0.26419965]
 [ 0.8754079 ]
 [-2.67539522]
 [-0.26280151]
 [-1.59182168]
 [ 0.06166076]
 [ 0.6893742 ]
 [ 0.89614989]]
Progress: 31.4% ... Training loss: 0.284 ... Validation loss: 0.458[[  1.64880945e-01   2.08366905e-01  -1.05139460e-01   1.12774287e-01
   -5.34683209e-01  -7.28954865e-02  -5.76663106e-02   1.22619994e-01
   -5.75189651e-02   1.89042450e-01]
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 [  1.77452378e-01   6.21923407e-01   9.88041838e-03  -2.64433649e-02
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    5.28128199e-02   2.70929773e-01]
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   -5.41270266e-03   8.16331361e-03]
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   -1.77481289e-01  -2.22337264e-01]
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 [  4.44748009e-02   1.30690312e-01   2.51864827e-01   2.46382093e-01
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   -1.53126517e-02  -8.63566503e-02]
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   -2.11290097e-02   1.73372735e-01]
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   -6.02943372e-02  -2.71497500e-02]
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 [  1.34418336e-01  -2.05195333e-01  -1.45346029e-01  -2.74761230e-03
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   -1.15076210e-01  -6.07353340e-02]
 [ -3.52688365e-01   3.66617449e-02   1.15319843e-02  -3.44213304e-02
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 [  1.46958793e-01   4.36728228e-02  -2.34761286e-01  -8.37745498e-02
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 [ -1.06080803e-01  -6.54588740e-02   1.20867744e-01   1.07462653e-01
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    1.83028318e-01  -5.50852375e-03]
 [ -2.22454963e-03  -1.80441733e-01   2.01631217e-01  -2.44528396e-01
   -2.05867976e-02   1.15291901e-01   6.48444308e-02  -1.16444783e-01
    2.36399628e-02   2.22832916e-01]]
[[ 0.62162114]
 [ 1.58691826]
 [ 0.27040903]
 [ 0.88164143]
 [-2.67079215]
 [-0.25894386]
 [-1.5914266 ]
 [ 0.06858406]
 [ 0.69648321]
 [ 0.90403588]]
Progress: 31.4% ... Training loss: 0.283 ... Validation loss: 0.456[[  1.63252838e-01   2.04088720e-01  -1.05764532e-01   1.10421335e-01
   -5.27982295e-01  -7.21717715e-02  -5.34846622e-02   1.22444286e-01
   -5.92328272e-02   1.86655632e-01]
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 [  1.74114288e-01   6.15537286e-01   8.42924910e-03  -3.17069312e-02
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    4.89245932e-02   2.66292111e-01]
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   -5.26106463e-03   8.11605075e-03]
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   -2.18236473e-02  -1.35697486e-01]
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   -1.76992494e-01  -2.21758003e-01]
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   -2.82310162e-02  -6.30120218e-02]
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   -1.33265454e-02   1.16054436e-01   6.95971762e-02  -1.16663575e-01
    2.14951063e-02   2.20153626e-01]]
[[ 0.60585688]
 [ 1.57373621]
 [ 0.25457675]
 [ 0.86847062]
 [-2.68281604]
 [-0.26925101]
 [-1.60172328]
 [ 0.0575093 ]
 [ 0.68024332]
 [ 0.88836478]]
Progress: 31.5% ... Training loss: 0.288 ... Validation loss: 0.458[[  1.63475632e-01   2.04037469e-01  -1.05682642e-01   1.10829967e-01
   -5.29132921e-01  -7.22095830e-02  -5.39771474e-02   1.22472080e-01
   -5.88607594e-02   1.87090801e-01]
 [  1.68889362e-02   1.61893213e-01  -1.81902447e-02   4.84067953e-02
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    1.44184086e-01  -2.41512496e-02]
 [  1.73761379e-01   6.17252576e-01   8.15410124e-03  -3.28053162e-02
    4.28184509e-01  -2.23586138e-02  -6.90980969e-01  -4.02801057e-02
    4.83315186e-02   2.65996413e-01]
 [  5.25272806e-03  -3.21754244e-01  -2.20578843e-01   8.94814417e-02
   -2.86862962e-02   1.49299659e-01   1.48514048e-01   5.83461119e-02
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 [ -7.75439957e-03   1.41463589e-01  -1.44044890e-01   5.21957280e-02
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   -1.81680905e-01  -1.31428555e-02]
 [ -3.66449399e-01  -5.40733177e-01  -2.89717353e-01   1.74403072e-01
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   -3.61129064e-03   9.89117387e-03]
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   -2.04627923e-02  -1.33909894e-01]
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   -1.76162856e-01  -2.20836788e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.50850879e-01  -2.79661193e-01   1.07893363e-01   2.49313424e-01
   -1.06423744e-01  -7.54082341e-02   1.69119146e-02  -2.57449977e-01
   -2.38007759e-01  -4.19279690e-02]
 [  1.11414202e-01  -1.39288193e-01  -1.86510271e-02   1.27016875e-01
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 [  3.84056409e-02  -8.21720755e-02  -2.10588448e-01   1.52157888e-01
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 [  5.80852911e-02  -2.40734024e-02   8.86155721e-02   9.08823005e-02
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   -2.68541491e-02  -6.12195930e-02]
 [  1.22985212e-02  -1.43495789e-01  -2.89420796e-01  -4.55110578e-02
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 [  4.83832598e-02  -1.70423844e-02  -1.17341395e-01   4.19076181e-02
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   -1.62346395e-01  -6.35651785e-02]
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   -1.82092560e-01  -3.77310769e-01]
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 [  3.43158037e-01   3.05506956e-01  -8.60343280e-02   3.04156068e-01
   -8.58735201e-01  -2.85039296e-01  -4.61192984e-01   1.76686099e-01
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 [  4.44876947e-02   1.30702778e-01   2.51870537e-01   2.46388719e-01
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   -1.88494529e-01   1.03968269e-01]
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   -1.56300999e-02  -8.67724940e-02]
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   -4.18976607e-02   1.80598697e-01   9.78495592e-02   1.18527485e-01
   -2.11035966e-02   1.73396187e-01]
 [  2.15277461e-01   5.48693374e-02   2.61233473e-02   7.29872246e-02
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   -6.08154304e-02  -2.78579403e-02]
 [  4.34678156e-02  -5.77680471e-03   1.75136552e-02   4.31804555e-02
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   -2.10509622e-01   2.81485524e-02]
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 [  1.33201149e-01  -2.08485686e-01  -1.45837391e-01  -4.16561742e-03
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   -1.16190107e-01  -6.23434204e-02]
 [ -3.52248106e-01   3.72885360e-02   1.17154983e-02  -3.37961008e-02
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   -9.24933781e-02   6.87496867e-02]
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 [ -1.06511176e-01  -6.62599364e-02   1.20699869e-01   1.06872387e-01
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    1.82494777e-01  -6.18340703e-03]
 [ -2.80650851e-03  -1.83140433e-01   2.01375070e-01  -2.45255600e-01
   -1.94294261e-02   1.15434343e-01   6.67657733e-02  -1.16529202e-01
    2.32227368e-02   2.22358035e-01]]
[[ 0.61519761]
 [ 1.58281283]
 [ 0.26280857]
 [ 0.87771169]
 [-2.67137598]
 [-0.26075432]
 [-1.58864613]
 [ 0.06687045]
 [ 0.68993926]
 [ 0.89746575]]
Progress: 31.6% ... Training loss: 0.284 ... Validation loss: 0.458[[  1.62543849e-01   2.02214895e-01  -1.06057341e-01   1.09548395e-01
   -5.26363462e-01  -7.18002725e-02  -5.17895406e-02   1.22366834e-01
   -5.98801481e-02   1.85960122e-01]
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 [  1.72312873e-01   6.13873327e-01   7.32641679e-03  -3.54234290e-02
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    4.64517719e-02   2.63774549e-01]
 [  5.41670865e-03  -3.20326380e-01  -2.20412600e-01   8.99856803e-02
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   -1.84281764e-01  -1.63179057e-02]
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   -4.01720128e-03   9.28551425e-03]
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   -9.42532316e-03   6.87575861e-02  -1.69218398e-01  -2.87144368e-02
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   -6.70816814e-03  -1.20590966e-01   1.53649315e-01  -1.02137248e-01
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   -2.20179523e-02  -1.35912587e-01]
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   -1.76523843e-01  -2.21272170e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
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   -2.38150594e-01  -4.21036102e-02]
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   -8.96252573e-02  -3.56993686e-03]
 [ -1.19543643e-01  -6.73731836e-02  -2.01924504e-01   1.58277720e-01
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 [ -4.58953165e-03  -1.87646993e-01   2.00523739e-01  -2.48117934e-01
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[[ 0.60854073]
 [ 1.5762915 ]
 [ 0.25737075]
 [ 0.87167106]
 [-2.67803077]
 [-0.26476085]
 [-1.59314496]
 [ 0.0620752 ]
 [ 0.68290818]
 [ 0.8903812 ]]
Progress: 31.6% ... Training loss: 0.286 ... Validation loss: 0.459[[  1.63749410e-01   2.06341551e-01  -1.05509617e-01   1.11556013e-01
   -5.33247094e-01  -7.22965713e-02  -5.56559868e-02   1.22505137e-01
   -5.83739986e-02   1.87948302e-01]
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 [  1.75092059e-01   6.20824942e-01   8.63918427e-03  -3.11980392e-02
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    4.96875069e-02   2.68118234e-01]
 [  6.88311734e-03  -3.18506016e-01  -2.19916906e-01   9.18426774e-02
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 [ -9.02815272e-03   1.37540028e-01  -1.44763033e-01   5.00596536e-02
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   -6.38191683e-03   6.17432868e-03]
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   -1.89150771e-01   1.03131684e-01]
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   -2.50168303e-01   6.79153669e-02   5.89894111e-02  -2.70571864e-01
   -1.49758520e-02  -8.59583952e-02]
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   -3.94510234e-02   1.80878126e-01   9.93138749e-02   1.18457412e-01
   -2.18263051e-02   1.72466451e-01]
 [  2.15706339e-01   5.58248570e-02   2.62964983e-02   7.36046039e-02
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   -6.03461897e-02  -2.72126633e-02]
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 [  2.56914435e-01   3.05354686e-01   2.46558837e-01   1.47484166e-01
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 [  1.34276784e-01  -2.05675451e-01  -1.45353838e-01  -2.35914057e-03
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   -1.16452890e-01  -6.25933935e-02]
 [ -3.52319187e-01   3.67170854e-02   1.16964285e-02  -3.38952923e-02
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   -9.25910521e-02   6.85146178e-02]
 [  1.47213276e-01   4.28556798e-02  -2.34612577e-01  -8.32051455e-02
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 [  2.07436825e-01  -1.83491952e-01   6.20303140e-02  -2.88211900e-02
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 [ -1.07291034e-01  -6.80955808e-02   1.20393435e-01   1.05683533e-01
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    1.81670073e-01  -7.21547074e-03]
 [ -4.28994262e-03  -1.86376089e-01   2.00634750e-01  -2.47612601e-01
   -1.54713158e-02   1.16072255e-01   7.01882933e-02  -1.16708871e-01
    2.15240789e-02   2.20154379e-01]]
[[ 0.61392413]
 [ 1.58104484]
 [ 0.25705683]
 [ 0.87151626]
 [-2.67525698]
 [-0.26392268]
 [-1.59522812]
 [ 0.06287979]
 [ 0.68537501]
 [ 0.8922062 ]]
Progress: 31.6% ... Training loss: 0.283 ... Validation loss: 0.457[[  1.63011788e-01   2.04570060e-01  -1.05839735e-01   1.10491974e-01
   -5.31143132e-01  -7.18721499e-02  -5.36733789e-02   1.22419531e-01
   -5.91953840e-02   1.86678118e-01]
 [  1.65094195e-02   1.60910258e-01  -1.84022622e-02   4.77507916e-02
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    1.43755341e-01  -2.47574305e-02]
 [  1.73399612e-01   6.19516492e-01   7.77546762e-03  -3.41259971e-02
    4.33786905e-01  -2.19546611e-02  -6.93518758e-01  -4.04080967e-02
    4.75482974e-02   2.65472415e-01]
 [  6.94239613e-03  -3.19725689e-01  -2.19957719e-01   9.15945475e-02
   -3.34548977e-02   1.48684367e-01   1.46027583e-01   5.84832130e-02
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 [ -1.03293515e-02   1.35372300e-01  -1.45212571e-01   4.85383878e-02
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   -1.84250708e-01  -1.64622457e-02]
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   -5.69902291e-03   6.88819099e-03]
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   -2.22282319e-02  -1.36487382e-01]
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   -1.75593285e-01  -2.20188609e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -2.39044816e-01  -4.33197874e-02]
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   -3.99839294e-02  -8.96937430e-02   1.96766912e-01   3.91837794e-03
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   -4.65100071e-02   8.39778190e-02  -5.39102447e-02  -1.97220380e-02
   -8.91833400e-02  -3.01739100e-03]
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   -8.45697194e-03   1.32831206e-01   2.65624633e-03  -2.49950544e-01
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 [  5.81722047e-02  -2.34761826e-02   8.86318682e-02   9.08740432e-02
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   -2.68169470e-02  -6.12246732e-02]
 [  1.20011400e-02  -1.44461270e-01  -2.89622483e-01  -4.60453959e-02
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 [  4.85871676e-02  -1.62229977e-02  -1.17175348e-01   4.24773733e-02
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   -1.61930468e-01  -6.30215526e-02]
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   -1.82284932e-01  -3.77607252e-01]
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 [  1.12502521e-02  -4.44754671e-01  -4.32057670e-02  -1.07146728e-01
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   -3.63460501e-01  -2.18501799e-01]
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   -2.57051985e-01  -2.82479538e-02]
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 [  4.34280156e-02   1.28106504e-01   2.51396140e-01   2.44721222e-01
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   -1.47554558e-02  -8.56549248e-02]
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   -6.04424553e-02  -2.73327656e-02]
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    5.28620143e-02  -1.12595506e-01   2.57531201e-01  -7.79493414e-02
    1.82350927e-01  -6.40990458e-03]
 [ -3.78820118e-03  -1.85390777e-01   2.00843118e-01  -2.46923490e-01
   -1.75501570e-02   1.15837054e-01   6.92410658e-02  -1.16660108e-01
    2.20936092e-02   2.20837670e-01]]
[[ 0.6174067 ]
 [ 1.58165551]
 [ 0.26159372]
 [ 0.87671278]
 [-2.66977547]
 [-0.2591405 ]
 [-1.58796421]
 [ 0.06571954]
 [ 0.69130491]
 [ 0.89618375]]
Progress: 31.7% ... Training loss: 0.283 ... Validation loss: 0.461[[  1.64046015e-01   2.07355451e-01  -1.05371420e-01   1.12139353e-01
   -5.34087999e-01  -7.23295092e-02  -5.63020884e-02   1.22537901e-01
   -5.79047564e-02   1.88267633e-01]
 [  1.62535760e-02   1.60092310e-01  -1.85161990e-02   4.74362728e-02
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 [  1.74604960e-01   6.23287055e-01   8.42092384e-03  -3.18251898e-02
    4.28044156e-01  -2.26299800e-02  -6.97459182e-01  -4.02412243e-02
    4.92993154e-02   2.67789560e-01]
 [  5.95062222e-03  -3.22092768e-01  -2.20178786e-01   9.03960787e-02
   -2.74328867e-02   1.49005066e-01   1.48316725e-01   5.83885210e-02
    6.07302840e-02   1.97011695e-01]
 [ -1.27443785e-02   1.29040142e-01  -1.46212842e-01   4.48789289e-02
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   -1.87058244e-01  -2.01201801e-02]
 [ -3.69390908e-01  -5.49417887e-01  -2.90917692e-01   1.70445481e-01
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   -6.83750921e-03   5.33986262e-03]
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   -2.15500696e-02  -1.35602299e-01]
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   -1.76118516e-01  -2.20849302e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.52300626e-01  -2.82349321e-01   1.07313430e-01   2.47415550e-01
   -1.03041205e-01  -7.48155199e-02   2.05923827e-02  -2.57592903e-01
   -2.39570838e-01  -4.40631078e-02]
 [  1.11591011e-01  -1.40241105e-01  -1.85601311e-02   1.27294288e-01
   -4.09155537e-02  -8.98560485e-02   1.96033276e-01   3.96250685e-03
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 [  3.80180206e-02  -8.37129735e-02  -2.10740827e-01   1.51711651e-01
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   -8.97342438e-02  -3.72434544e-03]
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   -1.05814794e-02   1.32607958e-01   1.48832437e-03  -2.49900428e-01
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 [  5.85892832e-02  -2.23830601e-02   8.87998232e-02   9.14447604e-02
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   -2.63719120e-02  -6.06195109e-02]
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   -1.82260926e-01  -3.77574736e-01]
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   -3.63350535e-01  -2.18358630e-01]
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   -8.74148601e-02  -1.34547384e-01]
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   -7.75591381e-03  -1.16913576e-01]
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   -9.84872701e-02   4.78916447e-02  -1.60576300e-01   2.83607961e-01
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 [  3.45029809e-01   3.10885873e-01  -8.51352356e-02   3.07127070e-01
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 [  4.35028176e-02   1.28068937e-01   2.51424489e-01   2.44799392e-01
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   -1.43679269e-01  -2.94192480e-01]
 [  2.62557417e-02  -5.55545600e-02  -1.17139262e-01  -5.02085841e-02
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 [  2.55411540e-02   6.32222662e-02   2.42731688e-01   6.89748433e-02
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   -1.89600545e-01   1.02514533e-01]
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   -1.48921040e-02  -8.58495483e-02]
 [ -1.13568890e-02   9.26364234e-02   8.46392224e-02  -3.01941405e-02
   -3.98541611e-02   1.80833664e-01   9.90456020e-02   1.18464146e-01
   -2.17217502e-02   1.72560512e-01]
 [  2.15778436e-01   5.58636477e-02   2.63415001e-02   7.37629354e-02
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   -6.02444875e-02  -2.70861778e-02]
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 [  2.56326263e-01   3.04244680e-01   2.46299904e-01   1.46665950e-01
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   -2.09925309e-01   2.88429796e-02]
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 [  1.34393918e-01  -2.06405853e-01  -1.45308286e-01  -2.13980421e-03
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   -1.18761661e-01  -6.57044511e-02]
 [ -3.52070083e-01   3.74879672e-02   1.17695789e-02  -3.36758194e-02
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   -9.24045678e-02   6.85989147e-02]
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    1.82835248e-01  -5.77134269e-03]
 [ -3.51947232e-03  -1.83906575e-01   2.00902709e-01  -2.46599051e-01
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[[ 0.62182281]
 [ 1.58494084]
 [ 0.26339518]
 [ 0.87764069]
 [-2.66901503]
 [-0.25851808]
 [-1.58878858]
 [ 0.0696275 ]
 [ 0.69527345]
 [ 0.89775108]]
Progress: 31.8% ... Training loss: 0.282 ... Validation loss: 0.460[[  1.64478174e-01   2.08367515e-01  -1.05177776e-01   1.12881558e-01
   -5.37845344e-01  -7.25122669e-02  -5.74458984e-02   1.22581271e-01
   -5.72905651e-02   1.88738049e-01]
 [  1.63301401e-02   1.60255479e-01  -1.84806188e-02   4.75514080e-02
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    1.43560340e-01  -2.50399180e-02]
 [  1.75273210e-01   6.25305628e-01   8.68381738e-03  -3.08852930e-02
    4.25389836e-01  -2.28294707e-02  -6.99064221e-01  -4.01704078e-02
    5.01432702e-02   2.68594006e-01]
 [  6.48818410e-03  -3.22354452e-01  -2.19766665e-01   9.13722302e-02
   -2.78063771e-02   1.48724340e-01   1.48082308e-01   5.85090219e-02
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 [ -1.79809161e-02   1.16309043e-01  -1.48410259e-01   3.78818620e-02
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   -1.93108127e-01  -2.78747824e-02]
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   -7.20604376e-03   4.87550000e-03]
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   -6.41357393e-03   6.90142384e-02  -1.67493368e-01  -2.87814550e-02
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 [  6.59315693e-02  -3.60877708e-01   9.44166736e-02   4.63898060e-02
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   -2.17669456e-02  -1.35810756e-01]
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   -1.76317502e-01  -2.21062739e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -2.39346595e-01  -4.37399765e-02]
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[[ 0.62057985]
 [ 1.58349622]
 [ 0.26329777]
 [ 0.87506096]
 [-2.67042717]
 [-0.25825633]
 [-1.59190992]
 [ 0.06990886]
 [ 0.69427532]
 [ 0.89731114]]
Progress: 31.8% ... Training loss: 0.283 ... Validation loss: 0.462[[  1.64824995e-01   2.08639331e-01  -1.04994050e-01   1.13645580e-01
   -5.41243508e-01  -7.27102085e-02  -5.75617025e-02   1.22645414e-01
   -5.67999531e-02   1.89404235e-01]
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 [  1.76523193e-01   6.26763551e-01   9.29991547e-03  -2.91157211e-02
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 [  3.58789245e-03  -3.28509654e-01  -2.20925380e-01   8.73495485e-02
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   -8.22367213e-03   3.54184079e-03]
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   -1.49866178e-02  -8.59679560e-02]
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   -5.98623381e-02  -2.66409581e-02]
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    1.82215465e-01  -6.90218951e-03]
 [ -4.81334901e-03  -1.87449177e-01   2.00346604e-01  -2.48237056e-01
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[[ 0.61956367]
 [ 1.58412088]
 [ 0.26113761]
 [ 0.87173804]
 [-2.67433372]
 [-0.2636644 ]
 [-1.59884445]
 [ 0.06541633]
 [ 0.69054744]
 [ 0.89340391]]
Progress: 31.9% ... Training loss: 0.282 ... Validation loss: 0.456[[  1.65437778e-01   2.11236210e-01  -1.04665211e-01   1.14860906e-01
   -5.45403496e-01  -7.29957744e-02  -5.98206666e-02   1.22728329e-01
   -5.59638212e-02   1.90468321e-01]
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 [  1.75644125e-01   6.24441247e-01   9.00555765e-03  -3.04621950e-02
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    5.11529432e-02   2.69798694e-01]
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   -1.77254998e-01  -2.22160300e-01]
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    5.56096201e-02  -1.12250893e-01   2.59460996e-01  -7.80451226e-02
    1.81649118e-01  -7.66066904e-03]
 [ -5.39467461e-03  -1.88026046e-01   2.00097110e-01  -2.49084531e-01
   -1.49864241e-02   1.16541404e-01   7.23401243e-02  -1.16860123e-01
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[[ 0.62212289]
 [ 1.58712656]
 [ 0.26442944]
 [ 0.87383751]
 [-2.67597667]
 [-0.2626338 ]
 [-1.59714303]
 [ 0.0672006 ]
 [ 0.69349389]
 [ 0.89434078]]
Progress: 31.9% ... Training loss: 0.282 ... Validation loss: 0.458[[  1.62472364e-01   2.04176854e-01  -1.05961981e-01   1.10409410e-01
   -5.34657825e-01  -7.15802716e-02  -5.26694052e-02   1.22373941e-01
   -5.94587653e-02   1.85997571e-01]
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 [  1.76526275e-01   6.25434417e-01   9.28686557e-03  -2.97821316e-02
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 [  1.47321180e-03  -3.34400896e-01  -2.21768432e-01   8.42916661e-02
   -4.83602086e-03   1.50794958e-01   1.60000603e-01   5.79517735e-02
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 [ -1.71634029e-02   1.18059382e-01  -1.48050095e-01   3.91168727e-02
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   -1.92376197e-01  -2.70156887e-02]
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   -1.06002747e-02   3.01486327e-04]
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   -1.77460676e-01  -2.22418099e-01]
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   -2.41561084e-01  -4.65996136e-02]
 [  1.11045401e-01  -1.42439398e-01  -1.87543429e-02   1.26839181e-01
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   -2.63851999e-02  -6.06758375e-02]
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   -1.88109434e-01   1.04381070e-01]
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   -1.46648363e-02  -8.55560269e-02]
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   -9.44375801e-02   6.60063827e-02]
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    1.82689207e-01  -6.28843072e-03]
 [ -7.77634325e-03  -1.94050188e-01   1.99034236e-01  -2.52619860e-01
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[[ 0.61728775]
 [ 1.58516629]
 [ 0.26214217]
 [ 0.86842304]
 [-2.67530306]
 [-0.26674897]
 [-1.60264495]
 [ 0.06075506]
 [ 0.68872397]
 [ 0.88844957]]
Progress: 31.9% ... Training loss: 0.283 ... Validation loss: 0.455[[  1.62290041e-01   2.03475786e-01  -1.06007557e-01   1.10291349e-01
   -5.34542278e-01  -7.15039401e-02  -5.16267780e-02   1.22355965e-01
   -5.96215991e-02   1.85789656e-01]
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   -1.02842488e-02   5.77277528e-04]
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   -2.03439201e-02  -1.34680890e-01]
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   -1.78202271e-01  -2.23340482e-01]
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   -2.41288074e-01  -4.62512204e-02]
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[[ 0.62230458]
 [ 1.58844596]
 [ 0.26895532]
 [ 0.87368766]
 [-2.6695788 ]
 [-0.26017286]
 [-1.59479546]
 [ 0.06608218]
 [ 0.69537445]
 [ 0.89448128]]
Progress: 32.0% ... Training loss: 0.283 ... Validation loss: 0.458[[  1.62328509e-01   2.03129112e-01  -1.05948650e-01   1.10560474e-01
   -5.34948962e-01  -7.15048940e-02  -5.19254713e-02   1.22381426e-01
   -5.93431863e-02   1.86232958e-01]
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 [  1.77248459e-01   6.27924653e-01   9.67273492e-03  -2.87451138e-02
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   -1.78442262e-01  -2.23565687e-01]
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   -1.49346367e-02  -8.57973986e-02]
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   -2.34563586e-02   1.70430287e-01]
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   -5.85180176e-02  -2.49369957e-02]
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 [  1.35444028e-01  -2.04492529e-01  -1.44882728e-01  -2.99611421e-04
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 [ -3.54336730e-01   3.11828569e-02   1.08227911e-02  -3.68048779e-02
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 [  1.47296576e-01   4.11906573e-02  -2.34321456e-01  -8.24115880e-02
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 [  2.09809466e-01  -1.79391000e-01   6.30502839e-02  -2.50710808e-02
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 [ -1.06029858e-01  -6.58157863e-02   1.20948979e-01   1.07603036e-01
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    1.83383112e-01  -5.30863643e-03]
 [ -5.67061061e-03  -1.88721301e-01   1.99946350e-01  -2.49558630e-01
   -1.69740745e-02   1.16768436e-01   7.37916262e-02  -1.16930845e-01
    2.03142857e-02   2.18231480e-01]]
[[ 0.62894171]
 [ 1.59618567]
 [ 0.27327652]
 [ 0.87838431]
 [-2.66550281]
 [-0.25648954]
 [-1.59238804]
 [ 0.06993417]
 [ 0.70010025]
 [ 0.89965096]]
Progress: 32.0% ... Training loss: 0.284 ... Validation loss: 0.457[[  1.59605133e-01   1.96388523e-01  -1.07184644e-01   1.06504335e-01
   -5.25605240e-01  -7.03472014e-02  -4.49949335e-02   1.22078704e-01
   -6.23565306e-02   1.82375191e-01]
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    1.43605241e-01  -2.50272785e-02]
 [  1.75634185e-01   6.24891187e-01   8.84666748e-03  -3.14357327e-02
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    5.08302132e-02   2.69641447e-01]
 [  4.12719868e-03  -3.29948576e-01  -2.20726014e-01   8.75872981e-02
   -1.05838224e-02   1.50015453e-01   1.55742456e-01   5.82123735e-02
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   -1.91504634e-01  -2.66437607e-02]
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   -1.09100170e-02  -3.94823382e-04]
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   -2.08906908e-02  -1.35417981e-01]
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   -1.78636038e-01  -2.23746753e-01]
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   -9.76670430e-02  -7.39765986e-02   2.55662915e-02  -2.57820275e-01
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   -9.29677786e-02  -7.89946475e-03]
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 [  5.88024586e-02  -2.28224907e-02   8.89069654e-02   9.17528922e-02
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   -2.59886566e-02  -6.02021545e-02]
 [  1.10116839e-02  -1.47732422e-01  -2.89998001e-01  -4.73245495e-02
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 [  4.90319831e-02  -1.53282990e-02  -1.16926604e-01   4.33671975e-02
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   -1.82508717e-01  -3.77962439e-01]
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 [  1.18113974e-02  -4.44418899e-01  -4.29767393e-02  -1.06341554e-01
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 [  4.26138922e-02   1.26407484e-01   2.51036410e-01   2.43448660e-01
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    9.73052684e-02  -3.38704333e-02   3.33302876e-02  -1.36929912e-01
    1.10615255e-01  -1.82991450e-01]
 [ -1.06283721e-01  -6.62745812e-02   1.20850649e-01   1.07309696e-01
    5.06622162e-02  -1.12858431e-01   2.56095818e-01  -7.79059423e-02
    1.83081792e-01  -5.73156603e-03]
 [ -7.22025290e-03  -1.93736256e-01   1.99117814e-01  -2.52090933e-01
   -1.17626237e-02   1.17538311e-01   7.84535186e-02  -1.17131901e-01
    1.83647888e-02   2.15866487e-01]]
[[ 0.61048151]
 [ 1.57865674]
 [ 0.25672592]
 [ 0.86102964]
 [-2.67752551]
 [-0.26985738]
 [-1.60713046]
 [ 0.05418712]
 [ 0.6834394 ]
 [ 0.88301555]]
Progress: 32.1% ... Training loss: 0.286 ... Validation loss: 0.457[[  1.62139990e-01   2.02072555e-01  -1.06053417e-01   1.10128520e-01
   -5.34718281e-01  -7.14700774e-02  -5.14421100e-02   1.22320906e-01
   -5.93090923e-02   1.86475284e-01]
 [  1.60496776e-02   1.59055389e-01  -1.85632649e-02   4.74199273e-02
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    1.43350580e-01  -2.53388960e-02]
 [  1.75983154e-01   6.27808940e-01   8.93070954e-03  -3.12310296e-02
    4.26516094e-01  -2.26446761e-02  -7.02304437e-01  -4.01009269e-02
    5.09656316e-02   2.69893101e-01]
 [  6.12908341e-03  -3.26501522e-01  -2.19883531e-01   9.04026585e-02
   -1.76896106e-02   1.49171414e-01   1.51571817e-01   5.83899915e-02
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 [ -1.87894977e-02   1.15946305e-01  -1.48962068e-01   3.67820609e-02
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   -1.94105701e-01  -3.01699888e-02]
 [ -3.72535746e-01  -5.59958367e-01  -2.92140404e-01   1.67277109e-01
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   -9.86219795e-03   1.00905871e-03]
 [ -8.12045681e-03  -2.15549781e-01   7.78789267e-03   8.44680248e-02
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   -1.97843995e-02  -1.33945342e-01]
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   -1.78369802e-01  -2.23390999e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.54073933e-01  -2.86538025e-01   1.06500949e-01   2.45050172e-01
   -9.87103516e-02  -7.41326238e-02   2.48849900e-02  -2.57788581e-01
   -2.41563092e-01  -4.67518130e-02]
 [  1.11058330e-01  -1.44019088e-01  -1.86753117e-02   1.27243345e-01
   -4.23735584e-02  -8.98472561e-02   1.99241471e-01   3.92825584e-03
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 [  3.52784230e-02  -9.05940297e-02  -2.11810823e-01   1.48243945e-01
   -3.51313547e-02   8.51789893e-02  -4.55591584e-02  -2.00482100e-02
   -9.26076057e-02  -7.36612173e-03]
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 [  6.00259630e-02  -1.93864947e-02   8.94514841e-02   9.35883903e-02
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   -2.45322085e-02  -5.83218353e-02]
 [  1.10231303e-02  -1.48441511e-01  -2.90020105e-01  -4.74074094e-02
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 [  4.97498961e-02  -1.32778933e-02  -1.16592449e-01   4.44744424e-02
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   -1.60395201e-01  -6.08241095e-02]
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 [  1.18085227e-02  -4.44546776e-01  -4.29809025e-02  -1.06356579e-01
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   -3.62857266e-01  -2.17719843e-01]
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   -8.76846634e-02  -1.34822510e-01]
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   -8.09274060e-03  -1.17416203e-01]
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   -1.05347814e-01   4.72637818e-02  -1.64544469e-01   2.83752592e-01
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 [  3.42442506e-01   3.03118138e-01  -8.63363095e-02   3.03024932e-01
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 [  4.29752118e-02   1.27054397e-01   2.51190377e-01   2.43961503e-01
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   -1.88295517e-01   1.04076381e-01]
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   -1.57661963e-02  -8.68438724e-02]
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   -3.21935580e-02   1.81598290e-01   1.03322573e-01   1.18266910e-01
   -2.38099800e-02   1.69984345e-01]
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   -5.94187831e-02  -2.59716087e-02]
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 [  2.55463235e-01   3.03328567e-01   2.46111452e-01   1.46202767e-01
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   -2.09848385e-01   2.89230045e-02]
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   -1.64320199e-01  -2.20639232e-01]
 [  1.34930897e-01  -2.05817147e-01  -1.45125456e-01  -8.40230670e-04
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   -1.16382988e-01  -6.27698027e-02]
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   -9.40714479e-02   6.63137355e-02]
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    1.83049000e-01  -5.85034003e-03]
 [ -7.87080822e-03  -1.95217396e-01   1.98859695e-01  -2.53046397e-01
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    1.76341533e-02   2.15092829e-01]]
[[ 0.61826187]
 [ 1.58441464]
 [ 0.26242422]
 [ 0.86938761]
 [-2.67211156]
 [-0.26417796]
 [-1.59880365]
 [ 0.06356502]
 [ 0.69134022]
 [ 0.89086154]]
Progress: 32.1% ... Training loss: 0.282 ... Validation loss: 0.458[[  1.60151317e-01   1.97787577e-01  -1.06900145e-01   1.07468989e-01
   -5.28301151e-01  -7.05898983e-02  -4.61309192e-02   1.22116135e-01
   -6.14887740e-02   1.83475274e-01]
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 [  1.77512571e-01   6.31163452e-01   9.59094271e-03  -2.92334968e-02
    4.22222457e-01  -2.32697346e-02  -7.05980418e-01  -3.99372965e-02
    5.27243395e-02   2.71757081e-01]
 [  5.33476039e-03  -3.28317880e-01  -2.20102617e-01   8.94579292e-02
   -1.34638984e-02   1.49500845e-01   1.53801331e-01   5.83205895e-02
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 [ -2.07606275e-02   1.11350676e-01  -1.49644310e-01   3.44511088e-02
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   -1.96036278e-01  -3.31265341e-02]
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   -1.12217943e-02  -7.13418928e-04]
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 [  6.10134004e-02  -3.73469929e-01   9.24515345e-02   4.01355420e-02
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   -1.98080869e-02  -1.34128558e-01]
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   -1.79368494e-01  -2.24656234e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.54446194e-01  -2.87450812e-01   1.06340253e-01   2.44588402e-01
   -9.84151213e-02  -7.39796026e-02   2.59434855e-02  -2.57824755e-01
   -2.42029367e-01  -4.72970087e-02]
 [  1.10495866e-01  -1.45276712e-01  -1.89275843e-02   1.26459511e-01
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[[ 0.60370768]
 [ 1.57547785]
 [ 0.25096522]
 [ 0.85385342]
 [-2.68406444]
 [-0.27601755]
 [-1.61572588]
 [ 0.0518557 ]
 [ 0.67465141]
 [ 0.87587962]]
Progress: 32.2% ... Training loss: 0.294 ... Validation loss: 0.465[[  1.59830284e-01   1.96834538e-01  -1.07055095e-01   1.06812005e-01
   -5.25957644e-01  -7.03525877e-02  -4.49834919e-02   1.22071941e-01
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   -5.99802256e-02  -2.67300984e-02]
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 [ -1.06262818e-01  -6.61127069e-02   1.20874731e-01   1.07605110e-01
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    1.83223172e-01  -5.75186683e-03]
 [ -8.42391990e-03  -1.97560616e-01   1.98720384e-01  -2.53543852e-01
   -1.03721184e-02   1.17986600e-01   8.26473281e-02  -1.17229410e-01
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[[ 0.61188462]
 [ 1.58467191]
 [ 0.26151468]
 [ 0.86601689]
 [-2.67064516]
 [-0.26619563]
 [-1.60077453]
 [ 0.06095266]
 [ 0.68343356]
 [ 0.88513718]]
Progress: 32.2% ... Training loss: 0.283 ... Validation loss: 0.457[[  1.62496038e-01   2.03119614e-01  -1.05846191e-01   1.10659731e-01
   -5.37344128e-01  -7.15543353e-02  -5.19836626e-02   1.22345121e-01
   -5.88867124e-02   1.86997279e-01]
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 [  1.77868871e-01   6.38554884e-01   9.70528337e-03  -2.97491482e-02
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   -7.87862136e-03   3.38148732e-03]
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   -1.77981477e-01  -2.22839263e-01]
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    1.11818932e-01  -1.81726253e-01]
 [ -1.05628661e-01  -6.45901324e-02   1.21127288e-01   1.08468465e-01
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    1.83852573e-01  -4.92090531e-03]
 [ -6.40256995e-03  -1.92592311e-01   1.99600679e-01  -2.50717671e-01
   -1.93960068e-02   1.17086234e-01   7.72016232e-02  -1.17031376e-01
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[[ 0.62976414]
 [ 1.59644535]
 [ 0.27651999]
 [ 0.88357724]
 [-2.65177551]
 [-0.2501645 ]
 [-1.58028468]
 [ 0.07616663]
 [ 0.70297108]
 [ 0.90405771]]
Progress: 32.3% ... Training loss: 0.287 ... Validation loss: 0.463[[  1.60002008e-01   1.97431073e-01  -1.07037346e-01   1.06967492e-01
   -5.26732242e-01  -7.05270783e-02  -4.59829552e-02   1.22030621e-01
   -6.17754626e-02   1.83383546e-01]
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    4.97041900e-02   2.68508280e-01]
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   -1.62078294e-02   1.48712352e-01   1.54561132e-01   5.85379582e-02
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 [ -1.78527960e-02   1.18258017e-01  -1.48375172e-01   3.93046650e-02
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   -1.92607915e-01  -2.91769605e-02]
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   -7.07539983e-03   4.14821384e-03]
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   -1.78416194e-01  -2.23431855e-01]
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   -1.43846558e-02  -8.51590091e-02]
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 [ -6.13857080e-03  -1.91874307e-01   1.99675124e-01  -2.50376607e-01
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[[ 0.62230759]
 [ 1.5893923 ]
 [ 0.27109707]
 [ 0.87747696]
 [-2.65940203]
 [-0.25498457]
 [-1.58491303]
 [ 0.06963883]
 [ 0.69721773]
 [ 0.89643162]]
Progress: 32.4% ... Training loss: 0.282 ... Validation loss: 0.460[[  1.59892743e-01   1.96833572e-01  -1.07112383e-01   1.06479043e-01
   -5.23962406e-01  -7.03246869e-02  -4.58563807e-02   1.22000337e-01
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   -1.78026564e-01  -2.22998629e-01]
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[[ 0.61782619]
 [ 1.58756205]
 [ 0.26746402]
 [ 0.87922035]
 [-2.66388148]
 [-0.25821537]
 [-1.58192233]
 [ 0.06792005]
 [ 0.69535538]
 [ 0.8925092 ]]
Progress: 32.4% ... Training loss: 0.282 ... Validation loss: 0.461[[  1.59802446e-01   1.98499574e-01  -1.07052600e-01   1.06782392e-01
   -5.26014381e-01  -7.03902221e-02  -4.62047491e-02   1.22027568e-01
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 [  4.45702628e-02   1.30545564e-01   2.51881608e-01   2.46127246e-01
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   -1.51220468e-02  -8.61068844e-02]
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 [  1.33869014e-01  -2.07755101e-01  -1.45715618e-01  -2.30618690e-03
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 [ -1.05444573e-01  -6.41647300e-02   1.21188938e-01   1.08723552e-01
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    1.83914617e-01  -4.61025523e-03]
 [ -7.73190804e-03  -1.95777601e-01   1.98995990e-01  -2.52634725e-01
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    1.81021827e-02   2.15461820e-01]]
[[ 0.6176355 ]
 [ 1.58570692]
 [ 0.26204692]
 [ 0.87295998]
 [-2.66738224]
 [-0.26094352]
 [-1.59270159]
 [ 0.06451582]
 [ 0.69223717]
 [ 0.88898054]]
Progress: 32.5% ... Training loss: 0.282 ... Validation loss: 0.461[[  1.61218450e-01   2.01640837e-01  -1.06499814e-01   1.08511718e-01
   -5.29024003e-01  -7.09205744e-02  -5.01133404e-02   1.22172504e-01
   -6.05024929e-02   1.85157316e-01]
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    1.44484900e-01  -2.38981376e-02]
 [  1.76045611e-01   6.36261658e-01   8.78286240e-03  -3.37787642e-02
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    5.00627559e-02   2.69530926e-01]
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   -1.89426345e-01  -2.55790962e-02]
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   -8.04889179e-03   2.39680860e-03]
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   -1.40202835e-02  -1.26510638e-01]
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   -1.76350578e-01  -2.20851902e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -9.03112226e-02  -4.92397118e-03]
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 [  6.05434944e-02  -1.82380306e-02   8.96867866e-02   9.39434345e-02
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   -2.40774057e-02  -5.74563696e-02]
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 [  3.42489730e-01   3.05019751e-01  -8.62029372e-02   3.03277767e-01
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 [  4.44902043e-02   1.30187530e-01   2.51841768e-01   2.46022906e-01
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    9.97124718e-04  -1.88677878e-01]
 [  2.11522592e-01  -1.75711171e-01   6.39688424e-02  -2.22091427e-02
    8.76958355e-02  -3.49594130e-02   2.90246943e-02  -1.36650549e-01
    1.13424023e-01  -1.79641021e-01]
 [ -1.04421834e-01  -6.21208300e-02   1.21611178e-01   1.10141229e-01
    4.10373408e-02  -1.13616874e-01   2.51854236e-01  -7.77077646e-02
    1.84988219e-01  -3.23426559e-03]
 [ -8.42928145e-03  -1.97502138e-01   1.98665236e-01  -2.53739642e-01
   -1.16424179e-02   1.17956215e-01   8.17668110e-02  -1.17272865e-01
    1.72855224e-02   2.14402292e-01]]
[[ 0.62375146]
 [ 1.59307846]
 [ 0.26932307]
 [ 0.88076768]
 [-2.66189337]
 [-0.25608739]
 [-1.58767462]
 [ 0.06984944]
 [ 0.69920497]
 [ 0.89620172]]
Progress: 32.5% ... Training loss: 0.282 ... Validation loss: 0.462[[  1.61592531e-01   2.03249394e-01  -1.06386846e-01   1.08914746e-01
   -5.28983784e-01  -7.10081839e-02  -5.13275526e-02   1.22203244e-01
   -6.02325345e-02   1.85657038e-01]
 [  1.69908854e-02   1.60942467e-01  -1.81325376e-02   4.88450542e-02
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    1.44470317e-01  -2.38865995e-02]
 [  1.75224001e-01   6.35712051e-01   8.24728441e-03  -3.54028207e-02
    4.47243535e-01  -2.15399904e-02  -7.11212113e-01  -4.03626260e-02
    4.87976430e-02   2.68022949e-01]
 [  1.01199531e-02  -3.23374736e-01  -2.17770554e-01   9.73003291e-02
   -2.61813175e-02   1.47086182e-01   1.48017782e-01   5.89020147e-02
    6.73014830e-02   2.06788283e-01]
 [ -1.43913944e-02   1.21390746e-01  -1.46932541e-01   4.45894001e-02
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   -1.88347088e-01  -2.44790797e-02]
 [ -3.72373257e-01  -5.63645267e-01  -2.91999455e-01   1.68455545e-01
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   -9.46224350e-03   5.77881408e-04]
 [ -2.89360200e-03  -2.03968980e-01   9.88059314e-03   9.16225195e-02
   -1.11624966e-02  -7.17297297e-02   1.75173062e-01  -1.90421733e-01
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 [  1.11092732e-01  -2.49296203e-01   3.38327953e-02  -7.10146382e-02
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 [ -1.76039466e-01  -1.32197211e-01  -3.04687766e-01  -2.52117283e-02
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 [  6.17874524e-02  -3.74362339e-01   9.25704090e-02   4.05806740e-02
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   -1.48897177e-02  -1.27664106e-01]
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   -1.77497551e-01  -2.22326705e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.56018554e-01  -2.92020310e-01   1.05591260e-01   2.42711922e-01
   -9.70404990e-02  -7.34441052e-02   3.08013719e-02  -2.58010714e-01
   -2.43963304e-01  -4.98007889e-02]
 [  1.10833091e-01  -1.46022181e-01  -1.87725226e-02   1.27132532e-01
   -4.36527193e-02  -8.98403478e-02   2.01695542e-01   3.91000885e-03
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 [  3.69760029e-02  -8.77201771e-02  -2.11018461e-01   1.50693869e-01
   -4.14233779e-02   8.43580545e-02  -4.84222178e-02  -1.98621638e-02
   -9.05455565e-02  -5.26693915e-03]
 [ -1.16306006e-01  -6.15733173e-02  -2.00584642e-01   1.63061675e-01
   -1.64504252e-02   1.32098189e-01  -3.56088306e-04  -2.49774067e-01
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 [ -7.32796689e-02  -5.12754492e-02   2.73583954e-01   9.27804911e-02
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 [  6.05462557e-02  -1.79045544e-02   8.96536114e-02   9.39209222e-02
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   -2.40902893e-02  -5.74871482e-02]
 [  1.38678678e-02  -1.41638720e-01  -2.88847524e-01  -4.33381763e-02
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 [  4.62837539e-02  -2.17922148e-02  -1.18150203e-01   3.92768030e-02
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   -1.64441043e-01  -6.59982554e-02]
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   -1.82274461e-01  -3.77760370e-01]
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 [  1.07113046e-02  -4.47878072e-01  -4.34399154e-02  -1.07867167e-01
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   -3.64085062e-01  -2.19292613e-01]
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   -6.50681839e-02   8.64167037e-02]
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   -8.70718171e-02  -1.34147756e-01]
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   -2.57671332e-01  -2.88837569e-02]
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   -6.10165939e-03  -1.14940842e-01]
 [  1.14073652e-01   2.48301890e-01   1.65263400e-01  -8.71351873e-02
   -9.04743980e-02   4.87786123e-02  -1.55934615e-01   2.83377098e-01
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 [  3.43397906e-01   3.07565901e-01  -8.57787160e-02   3.04596247e-01
   -8.61426966e-01  -2.85071316e-01  -4.62778729e-01   1.76686670e-01
    3.76330829e-01  -4.17944120e-02]
 [  4.50201576e-02   1.31087427e-01   2.52073627e-01   2.46707926e-01
   -5.02967855e-02  -1.95089483e-01  -1.73027090e-01  -1.33174718e-01
   -1.42005108e-01  -2.92291792e-01]
 [  2.59934780e-02  -5.61700152e-02  -1.17274275e-01  -5.06287588e-02
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 [  4.47529117e-03  -4.30384496e-02  -6.54595339e-02  -4.63961711e-02
   -3.57739097e-02  -1.78431038e-01   7.76067003e-02   1.03672979e-02
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 [  2.79965590e-02   6.93690531e-02   2.43761718e-01   7.24235277e-02
   -2.24245029e-01  -1.34432021e-01   1.12882786e-01   3.94755993e-02
   -1.86790498e-01   1.05901976e-01]
 [  7.32333970e-02   3.68561670e-02   1.08223730e-01   9.53451768e-03
   -2.47008720e-01   6.81272574e-02   5.95663007e-02  -2.70658726e-01
   -1.57576594e-02  -8.69575476e-02]
 [ -1.26711243e-02   9.04443250e-02   8.40281163e-02  -3.22565175e-02
   -3.43953060e-02   1.81387986e-01   1.01444282e-01   1.18287513e-01
   -2.33227537e-02   1.70323347e-01]
 [  2.15555521e-01   5.56968386e-02   2.62489092e-02   7.33375153e-02
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   -6.05264502e-02  -2.74071566e-02]
 [  4.46204255e-02  -1.59526993e-03   1.80030649e-02   4.46680719e-02
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 [  2.56106213e-01   3.06094282e-01   2.46457772e-01   1.47527182e-01
   -4.23176959e-01   8.03645195e-02  -2.14611431e-01   1.62685638e-01
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   -2.71289807e-01  -8.88072073e-02]
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   -2.11069878e-01   2.73641404e-02]
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   -1.63752906e-01  -2.20015972e-01]
 [  1.34086011e-01  -2.06978970e-01  -1.45608883e-01  -1.96138845e-03
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 [ -1.19457133e-01   8.29931214e-02   2.61739117e-01  -1.32813960e-02
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   -1.15726212e-01  -6.19100821e-02]
 [ -3.54070563e-01   2.98943531e-02   1.09202435e-02  -3.64324684e-02
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   -9.45319852e-02   6.56332563e-02]
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   -6.46903988e-04  -1.90773115e-01]
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 [ -1.04006491e-01  -6.14948025e-02   1.21814267e-01   1.10739159e-01
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    1.85298231e-01  -2.58160295e-03]
 [ -6.29561342e-03  -1.92133720e-01   1.99539023e-01  -2.50699495e-01
   -2.07500647e-02   1.17095699e-01   7.63651633e-02  -1.17049336e-01
    1.97289545e-02   2.17412600e-01]]
[[ 0.6240586 ]
 [ 1.59337933]
 [ 0.27137414]
 [ 0.88133365]
 [-2.66287401]
 [-0.25686328]
 [-1.58721883]
 [ 0.06880283]
 [ 0.70145875]
 [ 0.89677909]]
Progress: 32.5% ... Training loss: 0.282 ... Validation loss: 0.461[[  1.60050794e-01   2.00844920e-01  -1.06916949e-01   1.07138437e-01
   -5.25853924e-01  -7.04795991e-02  -4.89844642e-02   1.22057301e-01
   -6.17685495e-02   1.83898581e-01]
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    1.44220999e-01  -2.41958047e-02]
 [  1.79288780e-01   6.44803231e-01   1.00877377e-02  -2.97039648e-02
    4.34342844e-01  -2.32856206e-02  -7.20884454e-01  -3.98856818e-02
    5.36073864e-02   2.74210633e-01]
 [  9.32019736e-03  -3.23219271e-01  -2.18061930e-01   9.61694537e-02
   -2.17289954e-02   1.47536786e-01   1.48183516e-01   5.87640700e-02
    6.64136623e-02   2.05931398e-01]
 [ -1.53945713e-02   1.16839109e-01  -1.47515422e-01   4.27137592e-02
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   -1.89645246e-01  -2.66548437e-02]
 [ -3.73532986e-01  -5.65903620e-01  -2.92508171e-01   1.66837690e-01
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   -1.09080938e-02  -1.29764368e-03]
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    8.12321514e-02  -2.31925593e-02]
 [ -1.76472652e-01  -1.33189979e-01  -3.04852300e-01  -2.58034691e-02
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 [  6.11310318e-02  -3.75667608e-01   9.23750204e-02   4.00280780e-02
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   -1.60825286e-02  -1.29168810e-01]
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   -1.78269247e-01  -2.23205329e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.57323303e-01  -2.94727986e-01   1.05008818e-01   2.40928855e-01
   -9.42372849e-02  -7.28973657e-02   3.38320352e-02  -2.58156136e-01
   -2.45543254e-01  -5.18315904e-02]
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[[ 0.61965732]
 [ 1.59228565]
 [ 0.26454835]
 [ 0.87245621]
 [-2.66673296]
 [-0.26269908]
 [-1.60101376]
 [ 0.06492175]
 [ 0.69487928]
 [ 0.89102635]]
Progress: 32.6% ... Training loss: 0.280 ... Validation loss: 0.456[[  1.60026195e-01   2.01190176e-01  -1.06913963e-01   1.07019069e-01
   -5.24795607e-01  -7.04915833e-02  -4.96387652e-02   1.22060690e-01
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 [  1.79528755e-01   6.46957887e-01   1.01296650e-02  -2.95868825e-02
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 [  9.27116559e-03  -3.25476906e-01  -2.17956550e-01   9.58330237e-02
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   -6.04774850e-02  -2.73815089e-02]
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 [ -1.02528285e-01  -5.83408180e-02   1.22497383e-01   1.12776641e-01
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    1.86803433e-01  -4.09244775e-04]
 [ -6.16837030e-03  -1.92104524e-01   1.99511040e-01  -2.50506020e-01
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[[ 0.62390033]
 [ 1.59318124]
 [ 0.26892668]
 [ 0.87643129]
 [-2.6625648 ]
 [-0.25905282]
 [-1.5963257 ]
 [ 0.06767274]
 [ 0.69972986]
 [ 0.89569358]]
Progress: 32.6% ... Training loss: 0.281 ... Validation loss: 0.455[[  1.61021095e-01   2.04128784e-01  -1.06401277e-01   1.08562380e-01
   -5.29780337e-01  -7.08455820e-02  -5.23698866e-02   1.22181457e-01
   -6.08157904e-02   1.85369362e-01]
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   -1.84423597e-02  -1.32316254e-01]
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   -1.78349442e-01  -2.23451494e-01]
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   -9.33115226e-02   6.69493695e-02]
 [  1.44061646e-01   3.03400822e-02  -2.35617084e-01  -8.70058169e-02
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   -1.74738789e-03  -1.92166430e-01]
 [  2.10273188e-01  -1.78162837e-01   6.34697654e-02  -2.38112777e-02
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    1.12036392e-01  -1.81222914e-01]
 [ -1.01934893e-01  -5.68647704e-02   1.22772850e-01   1.13536759e-01
    3.24560597e-02  -1.14681883e-01   2.45961644e-01  -7.74246937e-02
    1.87410789e-01   4.00377214e-04]
 [ -6.80718377e-03  -1.92953595e-01   1.99207663e-01  -2.51474389e-01
   -2.28436250e-02   1.17405731e-01   7.71439142e-02  -1.17142115e-01
    1.91952509e-02   2.16682490e-01]]
[[ 0.6276982 ]
 [ 1.59712972]
 [ 0.27218153]
 [ 0.88228385]
 [-2.66096148]
 [-0.25663497]
 [-1.59298799]
 [ 0.07227017]
 [ 0.70509458]
 [ 0.90156486]]
Progress: 32.7% ... Training loss: 0.284 ... Validation loss: 0.457[[  1.60361011e-01   2.03687573e-01  -1.06613112e-01   1.07739487e-01
   -5.26125440e-01  -7.06165628e-02  -5.14331037e-02   1.22115507e-01
   -6.14566720e-02   1.84750102e-01]
 [  1.61880785e-02   1.59213026e-01  -1.84531591e-02   4.79191060e-02
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 [  1.79480908e-01   6.47856751e-01   1.00575603e-02  -3.07648555e-02
    4.42704412e-01  -2.30146886e-02  -7.23457961e-01  -3.99247290e-02
    5.33863528e-02   2.73963936e-01]
 [  1.11474923e-02  -3.22796361e-01  -2.17154106e-01   9.84211648e-02
   -2.56923952e-02   1.46719651e-01   1.46719016e-01   5.89792308e-02
    6.85391023e-02   2.08827342e-01]
 [ -1.80604016e-02   1.08874949e-01  -1.48837989e-01   3.91728707e-02
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   -1.92348278e-01  -3.09736084e-02]
 [ -3.74558784e-01  -5.68609399e-01  -2.92863996e-01   1.66246362e-01
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   -1.17924021e-02  -2.52237995e-03]
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   -1.72208220e-02  -1.30622709e-01]
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   -1.77784474e-01  -2.22763917e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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 [ -2.58224117e-01  -2.96739414e-01   1.04677913e-01   2.40188522e-01
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   -2.46434206e-01  -5.30147476e-02]
 [  1.08405966e-01  -1.51513401e-01  -1.97425228e-02   1.24018069e-01
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 [  3.80400468e-02  -8.53266984e-02  -2.10579271e-01   1.52193150e-01
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   -8.92801987e-02  -3.71373807e-03]
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 [  5.91297679e-02  -2.05627967e-02   8.91176252e-02   9.20697991e-02
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   -2.55850321e-02  -5.93675484e-02]
 [  1.78419484e-02  -1.31803866e-01  -2.87065777e-01  -3.74764801e-02
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   -1.81702343e-01  -3.77085237e-01]
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   -3.64166271e-01  -2.19396270e-01]
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   -8.74729957e-02  -1.34679942e-01]
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 [  3.44343032e-01   3.12260249e-01  -8.51903517e-02   3.06179279e-01
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 [  4.43546496e-02   1.29345954e-01   2.51787931e-01   2.45711052e-01
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 [  2.59009066e-02  -5.63198199e-02  -1.17286973e-01  -5.07264277e-02
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   -1.86913326e-01   1.05755184e-01]
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   -1.48873933e-02  -8.58233297e-02]
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   -2.33053222e-02   1.70290071e-01]
 [  2.15112680e-01   5.45978224e-02   2.60384393e-02   7.26706639e-02
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   -6.09462898e-02  -2.81102357e-02]
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   -2.11358279e-01   2.69889090e-02]
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   -1.63694716e-01  -2.19944287e-01]
 [  1.33032323e-01  -2.07826107e-01  -1.46040934e-01  -2.91611475e-03
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   -1.16347247e-01  -6.26655858e-02]
 [ -3.54104926e-01   2.88356012e-02   1.09864482e-02  -3.62598997e-02
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   -9.44527911e-02   6.55991954e-02]
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   -8.24934186e-04  -1.90969803e-01]
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    1.87087683e-01   8.81289838e-05]
 [ -6.35930431e-03  -1.91751676e-01   1.99401562e-01  -2.50875606e-01
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[[ 0.62246959]
 [ 1.59383252]
 [ 0.2665008 ]
 [ 0.87539761]
 [-2.66524887]
 [-0.2601563 ]
 [-1.59930974]
 [ 0.0681519 ]
 [ 0.70004938]
 [ 0.8952464 ]]
Progress: 32.8% ... Training loss: 0.281 ... Validation loss: 0.458[[  1.60690249e-01   2.04824509e-01  -1.06377078e-01   1.08108369e-01
   -5.27823505e-01  -7.07081726e-02  -5.29102862e-02   1.22142464e-01
   -6.10001817e-02   1.85362782e-01]
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 [  1.80282441e-01   6.50918483e-01   1.04477428e-02  -3.00125436e-02
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    5.43063849e-02   2.75124772e-01]
 [  1.02928997e-02  -3.24684614e-01  -2.17561275e-01   9.74596412e-02
   -2.30164201e-02   1.47036164e-01   1.49022379e-01   5.89009968e-02
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   -1.88333626e-01  -2.57604968e-02]
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   -1.19380236e-02  -2.65344655e-03]
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 [  6.49103572e-02  -3.66124025e-01   9.41928040e-02   4.56791382e-02
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   -1.82795792e-02  -1.32010039e-01]
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   -1.78413289e-01  -2.23591450e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
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[[ 0.62714963]
 [ 1.59844488]
 [ 0.26927607]
 [ 0.88031949]
 [-2.66218345]
 [-0.25852154]
 [-1.59691972]
 [ 0.07081057]
 [ 0.70349448]
 [ 0.89868738]]
Progress: 32.8% ... Training loss: 0.282 ... Validation loss: 0.456[[  1.59616216e-01   2.03407556e-01  -1.06880280e-01   1.06555725e-01
   -5.21952013e-01  -7.02915008e-02  -5.06487435e-02   1.22006699e-01
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 [  1.77248686e-01   6.44117443e-01   9.02939284e-03  -3.47247114e-02
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   -1.40958317e-02  -8.47755035e-02]
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   -2.25431724e-02   1.71178390e-01]
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   -6.05017079e-02  -2.75286653e-02]
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 [  1.32196606e-01  -2.08982176e-01  -1.46503782e-01  -4.16282600e-03
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 [ -3.53259563e-01   3.00883274e-02   1.13687435e-02  -3.50990735e-02
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 [  1.44539812e-01   3.12837228e-02  -2.35325789e-01  -8.61819018e-02
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   -1.08595531e-03  -1.91270330e-01]
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 [ -1.03522010e-01  -6.03324900e-02   1.22114477e-01   1.11600473e-01
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    1.85568942e-01  -1.79106802e-03]
 [ -7.63975469e-03  -1.94121254e-01   1.98870642e-01  -2.52773379e-01
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[[ 0.61118852]
 [ 1.58245816]
 [ 0.25429833]
 [ 0.86382246]
 [-2.6774085 ]
 [-0.26975854]
 [-1.61194186]
 [ 0.05755246]
 [ 0.68797225]
 [ 0.88193213]]
Progress: 32.9% ... Training loss: 0.285 ... Validation loss: 0.464[[  1.60747560e-01   2.06198782e-01  -1.06292782e-01   1.08551536e-01
   -5.27366682e-01  -7.09456234e-02  -5.32281750e-02   1.22151623e-01
   -6.07707788e-02   1.85622805e-01]
 [  1.47216198e-02   1.55532204e-01  -1.90634019e-02   4.58630789e-02
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    1.42127769e-01  -2.69716673e-02]
 [  1.76975192e-01   6.45374136e-01   9.02111611e-03  -3.47833244e-02
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    5.05644861e-02   2.70578095e-01]
 [  1.00765264e-02  -3.26328712e-01  -2.17595976e-01   9.72510900e-02
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   -1.89813947e-01  -2.73090942e-02]
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   -1.42823560e-02  -5.94991916e-03]
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   -1.78746984e-01  -2.24139348e-01]
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   -9.06292763e-02  -5.43415842e-03]
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   -2.91464538e-02  -6.38877876e-02]
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 [  1.08996818e-02  -4.48499153e-01  -4.33422833e-02  -1.07559867e-01
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 [  4.41879606e-02   1.28574031e-01   2.51718165e-01   2.45385707e-01
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   -1.16596078e-01  -6.29927281e-02]
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    1.77240838e-01  -1.70597769e-01   1.29629553e-02   2.33954987e-01
   -9.40908782e-02   6.58871175e-02]
 [  1.44003937e-01   2.98178495e-02  -2.35547576e-01  -8.69290248e-02
    1.20012623e-01  -2.95805385e-01   6.33067727e-02  -1.67902890e-01
   -1.71518760e-03  -1.92097593e-01]
 [  2.10482616e-01  -1.78471815e-01   6.36825811e-02  -2.30138472e-02
    9.16008643e-02  -3.48754473e-02   3.33441001e-02  -1.36735073e-01
    1.12741624e-01  -1.80745402e-01]
 [ -1.03920494e-01  -6.18217682e-02   1.21946822e-01   1.11058955e-01
    3.94740865e-02  -1.13827924e-01   2.51008796e-01  -7.76417737e-02
    1.85151080e-01  -2.36809357e-03]
 [ -7.18231625e-03  -1.93559793e-01   1.99068261e-01  -2.52092528e-01
   -2.26354712e-02   1.17541936e-01   7.71960878e-02  -1.17196687e-01
    1.88104716e-02   2.16188249e-01]]
[[ 0.61929457]
 [ 1.58956825]
 [ 0.26023253]
 [ 0.87082072]
 [-2.67685756]
 [-0.26570799]
 [-1.60948894]
 [ 0.06159465]
 [ 0.69457811]
 [ 0.88800759]]
Progress: 32.9% ... Training loss: 0.280 ... Validation loss: 0.457[[  1.60011173e-01   2.05470874e-01  -1.06543235e-01   1.07583481e-01
   -5.25579626e-01  -7.06071770e-02  -5.22225667e-02   1.22063845e-01
   -6.15894133e-02   1.84862928e-01]
 [  1.52181233e-02   1.56691192e-01  -1.88548032e-02   4.65775001e-02
    8.42245705e-02  -6.94277845e-03   3.08204146e-01   4.13986586e-02
    1.42685216e-01  -2.63186325e-02]
 [  1.77418902e-01   6.49613260e-01   9.23548709e-03  -3.44405503e-02
    4.53929676e-01  -2.21331017e-02  -7.24222386e-01  -4.02201292e-02
    5.10104625e-02   2.71475786e-01]
 [  6.67565594e-03  -3.34842559e-01  -2.19098283e-01   9.25310755e-02
   -5.24184666e-03   1.49038677e-01   1.60303726e-01   5.85793751e-02
    6.38998074e-02   2.02125230e-01]
 [ -1.18345346e-02   1.23345352e-01  -1.46398902e-01   4.80014107e-02
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   -1.86007587e-01  -2.24504847e-02]
 [ -3.76266510e-01  -5.74084744e-01  -2.93562289e-01   1.64319318e-01
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   -1.35784313e-02  -4.99680076e-03]
 [ -5.50957902e-03  -2.11649363e-01   8.82220454e-03   8.77756407e-02
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 [  1.14747024e-01  -2.37330560e-01   3.57890012e-02  -6.48441363e-02
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 [  6.42230247e-02  -3.66480732e-01   9.40283116e-02   4.50576740e-02
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   -1.97621526e-02  -1.34083511e-01]
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   -1.79003278e-01  -2.24530341e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.58815354e-01  -2.98203900e-01   1.04450673e-01   2.39600050e-01
   -9.44144500e-02  -7.24846126e-02   3.82427565e-02  -2.58289831e-01
   -2.47090209e-01  -5.39033355e-02]
 [  1.08537346e-01  -1.52341714e-01  -1.96557688e-02   1.24391560e-01
   -3.83058382e-02  -8.89810849e-02   2.07772168e-01   3.67610734e-03
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 [  3.69045989e-02  -8.90880498e-02  -2.11077980e-01   1.50635637e-01
   -4.25947203e-02   8.42508856e-02  -4.70447437e-02  -1.98620730e-02
   -9.05480132e-02  -5.32363654e-03]
 [ -1.14013363e-01  -5.71392290e-02  -1.99608312e-01   1.65965720e-01
   -2.25873143e-02   1.31162193e-01  -5.71524858e-03  -2.49568652e-01
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 [ -7.38921603e-02  -5.28960789e-02   2.73347134e-01   9.18981147e-02
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 [  5.67852729e-02  -2.57651572e-02   8.81470601e-02   8.87210163e-02
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   -2.82594784e-02  -6.25936770e-02]
 [  1.73488789e-02  -1.32705345e-01  -2.87320928e-01  -3.82614391e-02
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 [  4.60930995e-02  -2.19714145e-02  -1.18066102e-01   3.94128575e-02
   -8.03313818e-02   3.23369579e-01   2.70637218e-01   2.04605480e-01
   -1.64363788e-01  -6.56963408e-02]
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   -2.74774376e-01  -4.01028234e-03   1.15899650e-02  -2.39050817e-02
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   -1.81701656e-01  -3.77274244e-01]
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 [  1.13582866e-02  -4.47821509e-01  -4.31401092e-02  -1.06887791e-01
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   -3.63398950e-01  -2.18498624e-01]
 [ -1.68427417e-01  -5.91960427e-01  -8.62338598e-03  -2.00600527e-01
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   -6.56623398e-02   8.58668551e-02]
 [ -2.92669066e-01  -4.05639819e-01   5.59485890e-02  -4.67577919e-02
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   -8.82533858e-02  -1.35716129e-01]
 [ -2.05991538e-01  -3.07835927e-01   2.50892985e-01  -2.44798730e-01
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   -2.58423131e-01  -2.98082510e-02]
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   -5.91962149e-03  -1.14748437e-01]
 [  1.10045431e-01   2.40422610e-01   1.63514563e-01  -9.29704374e-02
   -7.39770353e-02   5.05386008e-02  -1.47257566e-01   2.82919414e-01
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 [  3.45813107e-01   3.15197329e-01  -8.45384633e-02   3.08255223e-01
   -8.70508089e-01  -2.86133557e-01  -4.70506977e-01   1.76978801e-01
    3.78938193e-01  -3.75589521e-02]
 [  4.42402145e-02   1.28667705e-01   2.51748447e-01   2.45467826e-01
   -4.65275134e-02  -1.94741211e-01  -1.70886988e-01  -1.33269316e-01
   -1.42951595e-01  -2.93520589e-01]
 [  2.59845750e-02  -5.64572439e-02  -1.17228515e-01  -5.05674345e-02
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 [  4.01022301e-03  -4.37684287e-02  -6.56427516e-02  -4.70014957e-02
   -3.49592002e-02  -1.78349112e-01   7.85567606e-02   1.03215400e-02
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 [  2.80415433e-02   7.05026070e-02   2.43819198e-01   7.26324935e-02
   -2.24933464e-01  -1.34530872e-01   1.12457513e-01   3.94947171e-02
   -1.86649380e-01   1.06107650e-01]
 [  7.59376371e-02   4.35909676e-02   1.09396526e-01   1.33875381e-02
   -2.57428203e-01   6.69406057e-02   5.26903617e-02  -2.70409313e-01
   -1.27235712e-02  -8.29446061e-02]
 [ -1.09665522e-02   9.40827059e-02   8.47626844e-02  -2.98508675e-02
   -4.23645634e-02   1.80617784e-01   9.72444254e-02   1.18466568e-01
   -2.14742950e-02   1.72472012e-01]
 [  2.16807724e-01   5.84443295e-02   2.67599521e-02   7.51164776e-02
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   -5.90452068e-02  -2.56706413e-02]
 [  4.51582529e-02   1.88226213e-04   1.81762036e-02   4.53846484e-02
   -4.22488405e-01  -1.24064017e-01  -2.12502877e-01   4.15269183e-02
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 [  4.79207904e-02   5.14976331e-01   1.23523568e-01   4.19542680e-01
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 [  2.56533596e-01   3.08662362e-01   2.46790033e-01   1.48666086e-01
   -4.28147552e-01   8.00840690e-02  -2.17390814e-01   1.62763830e-01
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 [ -7.09291313e-02   2.26823254e-01   2.42792192e-01   2.07137670e-02
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   -2.95343307e-02   5.44311663e-02]
 [ -9.55064417e-02   1.61951436e-03   2.61719617e-02   9.77246274e-02
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   -2.71391428e-01  -8.88857610e-02]
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   -2.12183009e-01   2.59588953e-02]
 [  1.11250730e-02  -3.87519769e-01  -1.27095295e-01  -1.60443430e-01
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   -1.64423695e-01  -2.20948072e-01]
 [  1.33250947e-01  -2.05193537e-01  -1.46000805e-01  -2.39326640e-03
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 [ -1.19508327e-01   8.06566649e-02   2.61833183e-01  -1.30107823e-02
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   -1.15608885e-01  -6.18029142e-02]
 [ -3.53473309e-01   2.92137487e-02   1.13560870e-02  -3.51910368e-02
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   -9.35981322e-02   6.65633004e-02]
 [  1.43495764e-01   2.85014874e-02  -2.35769800e-01  -8.76465240e-02
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   -2.30429656e-03  -1.92825123e-01]
 [  2.10939499e-01  -1.77534264e-01   6.39018385e-02  -2.22768094e-02
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    1.13323727e-01  -1.80005318e-01]
 [ -1.04338827e-01  -6.30758477e-02   1.21769179e-01   1.10476829e-01
    4.11544740e-02  -1.13653484e-01   2.52424766e-01  -7.76830980e-02
    1.84779141e-01  -2.93703112e-03]
 [ -8.15110471e-03  -1.96204810e-01   1.98652203e-01  -2.53632240e-01
   -1.98610419e-02   1.18007993e-01   7.96036808e-02  -1.17316503e-01
    1.77092067e-02   2.15132934e-01]]
[[ 0.62191932]
 [ 1.59365374]
 [ 0.26274513]
 [ 0.87246457]
 [-2.67038977]
 [-0.26420343]
 [-1.60485507]
 [ 0.06202964]
 [ 0.69402652]
 [ 0.88714403]]
Progress: 33.0% ... Training loss: 0.280 ... Validation loss: 0.454[[  1.58947241e-01   2.04113540e-01  -1.06821550e-01   1.06572290e-01
   -5.22466847e-01  -7.02882727e-02  -5.04554479e-02   1.21987221e-01
   -6.25681878e-02   1.83604817e-01]
 [  1.58267756e-02   1.58064654e-01  -1.85916398e-02   4.74849014e-02
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    1.43371427e-01  -2.54352177e-02]
 [  1.75369318e-01   6.46663020e-01   8.36589881e-03  -3.76331580e-02
    4.65298067e-01  -2.12824090e-02  -7.21307266e-01  -4.04364538e-02
    4.87911601e-02   2.68966304e-01]
 [  1.04616452e-02  -3.26531817e-01  -2.17348933e-01   9.84756910e-02
   -2.32272431e-02   1.47409599e-01   1.52805024e-01   5.89743109e-02
    6.84552187e-02   2.07516215e-01]
 [ -1.59746367e-02   1.12438730e-01  -1.48144259e-01   4.24301397e-02
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   -1.91135653e-01  -2.85963506e-02]
 [ -3.76229236e-01  -5.74884454e-01  -2.93499659e-01   1.64591892e-01
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   -1.33748455e-02  -4.93981487e-03]
 [ -7.77302779e-03  -2.17341956e-01   7.90196515e-03   8.47060029e-02
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    1.88124727e-01   2.53791833e-02]
 [  1.15834837e-01  -2.34003692e-01   3.63745777e-02  -6.29515019e-02
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    8.55864663e-02  -1.73482996e-02]
 [ -1.77943602e-01  -1.39380393e-01  -3.05391921e-01  -2.75763320e-02
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    2.57593263e-01  -1.37721279e-01]
 [  6.20745366e-02  -3.70175819e-01   9.32361318e-02   4.23093619e-02
   -2.99804703e-02  -1.20080043e-01   1.65003190e-01  -1.02441638e-01
    2.95307348e-02   1.15500727e-01]
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   -2.00287313e-02  -1.34561141e-01]
 [ -1.25176906e-01  -1.51971659e-01  -7.33184822e-02  -1.28394005e-02
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   -1.78103929e-01  -2.23470203e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
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[[ 0.61717893]
 [ 1.58601138]
 [ 0.25830029]
 [ 0.8672032 ]
 [-2.67328283]
 [-0.26425523]
 [-1.60706868]
 [ 0.06073307]
 [ 0.68909542]
 [ 0.8809855 ]]
Progress: 33.0% ... Training loss: 0.281 ... Validation loss: 0.461[[  1.61046447e-01   2.09195797e-01  -1.05864004e-01   1.09793089e-01
   -5.32524396e-01  -7.12275366e-02  -5.57636137e-02   1.22203800e-01
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 [  1.74943552e-01   6.49220136e-01   8.12875685e-03  -3.88865070e-02
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   -1.33579036e-02  -8.37525977e-02]
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   -2.07230685e-02   1.73313635e-01]
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   -5.86519504e-02  -2.51916370e-02]
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 [  1.31921271e-01  -2.08572438e-01  -1.46521448e-01  -3.87701373e-03
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 [  1.43793670e-01   2.76687465e-02  -2.35599999e-01  -8.69843059e-02
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   -1.77939825e-03  -1.92399880e-01]
 [  2.11572306e-01  -1.76137174e-01   6.41963697e-02  -2.11907522e-02
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 [ -1.03922434e-01  -6.25940207e-02   1.21954148e-01   1.11089173e-01
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    1.85312065e-01  -2.27073527e-03]
 [ -8.58847735e-03  -1.96947356e-01   1.98505587e-01  -2.54262894e-01
   -1.89171561e-02   1.18199914e-01   8.01268354e-02  -1.17370666e-01
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[[ 0.62866245]
 [ 1.59626904]
 [ 0.27067884]
 [ 0.8804927 ]
 [-2.6577247 ]
 [-0.25200849]
 [-1.5913847 ]
 [ 0.07300137]
 [ 0.7017862 ]
 [ 0.89401481]]
Progress: 33.0% ... Training loss: 0.282 ... Validation loss: 0.463[[  1.59742472e-01   2.06199938e-01  -1.06466115e-01   1.07534935e-01
   -5.25709908e-01  -7.06063782e-02  -5.27739054e-02   1.22031815e-01
   -6.17128934e-02   1.84625952e-01]
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    1.44111132e-01  -2.45529800e-02]
 [  1.73174468e-01   6.44613038e-01   7.07641446e-03  -4.25259433e-02
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    4.51146630e-02   2.64537064e-01]
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   -1.38562318e-02  -5.67551280e-03]
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   -1.74809979e-01  -2.19454873e-01]
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 [  4.50855048e-02   1.30176453e-01   2.52135589e-01   2.46664140e-01
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   -1.13263342e-01  -5.90851762e-02]
 [ -3.53369298e-01   2.85135766e-02   1.14854976e-02  -3.47150009e-02
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   -9.32457150e-02   6.70522693e-02]
 [  1.43806924e-01   2.73921342e-02  -2.35583429e-01  -8.69395750e-02
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   -1.73701840e-03  -1.92378645e-01]
 [  2.10144232e-01  -1.79651502e-01   6.35253712e-02  -2.33868525e-02
    9.17627586e-02  -3.48149632e-02   3.46361884e-02  -1.36787277e-01
    1.12541506e-01  -1.81216499e-01]
 [ -1.03337555e-01  -6.14977742e-02   1.22221166e-01   1.11860699e-01
    3.69433054e-02  -1.14115367e-01   2.50376618e-01  -7.75656226e-02
    1.85998980e-01  -1.44567705e-03]
 [ -9.78622652e-03  -1.99626318e-01   1.97998382e-01  -2.55982295e-01
   -1.53194566e-02   1.18682834e-01   8.30000715e-02  -1.17510694e-01
    1.59585339e-02   2.12989356e-01]]
[[ 0.61354703]
 [ 1.58604868]
 [ 0.25805828]
 [ 0.86908873]
 [-2.66777164]
 [-0.26247311]
 [-1.60161303]
 [ 0.06126663]
 [ 0.68700342]
 [ 0.88056457]]
Progress: 33.1% ... Training loss: 0.282 ... Validation loss: 0.465[[  1.60464268e-01   2.08048205e-01  -1.06082481e-01   1.08598738e-01
   -5.29048170e-01  -7.09171384e-02  -5.48582108e-02   1.22129563e-01
   -6.08797568e-02   1.85845824e-01]
 [  1.62612228e-02   1.58842673e-01  -1.83866593e-02   4.81726767e-02
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    1.43938910e-01  -2.47587095e-02]
 [  1.75224363e-01   6.49151268e-01   7.94548567e-03  -3.99610002e-02
    4.76918244e-01  -2.08296569e-02  -7.24853676e-01  -4.06067977e-02
    4.74003716e-02   2.67378301e-01]
 [  1.23789349e-02  -3.26270676e-01  -2.16415558e-01   1.02155271e-01
   -3.15203589e-02   1.46405639e-01   1.52269881e-01   5.92079601e-02
    7.12310113e-02   2.10761544e-01]
 [ -1.47219134e-02   1.17124489e-01  -1.47772482e-01   4.34449496e-02
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   -1.90123030e-01  -2.76812567e-02]
 [ -3.76832313e-01  -5.77223845e-01  -2.93598909e-01   1.64573621e-01
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   -1.36721166e-02  -5.53641650e-03]
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   -1.04057988e-03  -7.09786383e-02   1.81402370e-01  -1.90631529e-01
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   -2.01344734e-02  -1.35121463e-01]
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   -1.75130795e-01  -2.19871158e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.58619504e-01  -2.99536361e-01   1.04673443e-01   2.40490972e-01
   -1.00019051e-01  -7.27083499e-02   3.93509204e-02  -2.58220241e-01
   -2.46541837e-01  -5.34710923e-02]
 [  1.07588582e-01  -1.54075587e-01  -2.00246429e-02   1.23349479e-01
   -3.56197757e-02  -8.86324948e-02   2.10173681e-01   3.57553314e-03
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 [  3.82932305e-02  -8.68996253e-02  -2.10440832e-01   1.52675754e-01
   -4.83493774e-02   8.36391325e-02  -4.95376950e-02  -1.97114363e-02
   -8.87882875e-02  -3.25845833e-03]
 [ -1.15206404e-01  -6.03397983e-02  -2.00047596e-01   1.64551371e-01
   -1.84837701e-02   1.31635546e-01  -2.50368038e-03  -2.49667278e-01
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 [ -7.30990577e-02  -5.10127803e-02   2.73726580e-01   9.30054907e-02
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 [  5.58059175e-02  -2.83394196e-02   8.77005624e-02   8.70724648e-02
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   -2.95221103e-02  -6.39808365e-02]
 [  1.79122599e-02  -1.31398649e-01  -2.87122064e-01  -3.75469525e-02
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 [  4.58665767e-02  -2.28040069e-02  -1.18120173e-01   3.91109006e-02
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   -1.64570037e-01  -6.60296774e-02]
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   -1.81671623e-01  -3.77302899e-01]
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    3.02625881e-02  -3.83385804e-01]
 [  1.15585642e-02  -4.48575369e-01  -4.30349065e-02  -1.06475948e-01
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   -3.63066234e-01  -2.18131960e-01]
 [ -1.68650280e-01  -5.93065232e-01  -8.73183035e-03  -2.00888325e-01
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   -6.58924553e-02   8.56670355e-02]
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   -8.70110893e-02  -1.34286620e-01]
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   -2.58472792e-01  -2.98016940e-02]
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   -5.84954089e-03  -1.14726370e-01]
 [  1.10522683e-01   2.42740675e-01   1.63732510e-01  -9.22370103e-02
   -7.67923440e-02   5.03019734e-02  -1.49184218e-01   2.82961189e-01
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 [  3.45946277e-01   3.16611721e-01  -8.43854383e-02   3.08492691e-01
   -8.70417703e-01  -2.86222956e-01  -4.71450609e-01   1.76986909e-01
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 [  4.53036656e-02   1.30467739e-01   2.52232110e-01   2.46974556e-01
   -5.12099544e-02  -1.95216656e-01  -1.73123513e-01  -1.33156005e-01
   -1.41696010e-01  -2.91982897e-01]
 [  2.53725624e-02  -5.79231746e-02  -1.17492652e-01  -5.14932846e-02
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 [  2.86425215e-03  -4.67325845e-02  -6.61425964e-02  -4.86367450e-02
   -3.02059178e-02  -1.77862833e-01   8.14150373e-02   1.01931512e-02
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 [  2.77984758e-02   6.99546607e-02   2.43697541e-01   7.22270126e-02
   -2.23681482e-01  -1.34440738e-01   1.12870902e-01   3.94611999e-02
   -1.86944739e-01   1.05731555e-01]
 [  7.47681466e-02   4.05787225e-02   1.08866139e-01   1.15956094e-02
   -2.52034194e-01   6.74471807e-02   5.58632040e-02  -2.70536865e-01
   -1.41476188e-02  -8.47564398e-02]
 [ -9.30691756e-03   9.74561612e-02   8.54977303e-02  -2.74015466e-02
   -4.92611179e-02   1.79893855e-01   9.32324290e-02   1.18649195e-01
   -1.95561732e-02   1.74784581e-01]
 [  2.16897971e-01   5.89842798e-02   2.67582172e-02   7.50554249e-02
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   -5.90758960e-02  -2.57272815e-02]
 [  4.55324843e-02   1.11110952e-03   1.83288861e-02   4.59015491e-02
   -4.24116893e-01  -1.24223597e-01  -2.13413229e-01   4.15577699e-02
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 [  4.54882103e-02   5.09960012e-01   1.22549714e-01   4.16185634e-01
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 [  2.56565584e-01   3.09454327e-01   2.46849999e-01   1.48946246e-01
   -4.29605076e-01   8.00208380e-02  -2.18240587e-01   1.62765528e-01
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 [ -7.15548981e-02   2.25786813e-01   2.42529933e-01   1.98065883e-02
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   -3.02702922e-02   5.35070001e-02]
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   -2.72356662e-01  -9.01133358e-02]
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   -2.11104505e-01   2.72733823e-02]
 [  1.09088887e-02  -3.88276455e-01  -1.27174106e-01  -1.60701752e-01
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   -1.64656834e-01  -2.21260157e-01]
 [  1.30817821e-01  -2.11232570e-01  -1.47015389e-01  -5.35751349e-03
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 [ -1.17940030e-01   8.44481705e-02   2.62601274e-01  -1.06160115e-02
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   -1.13744516e-01  -5.96744752e-02]
 [ -3.52497068e-01   3.02125718e-02   1.18653664e-02  -3.34327783e-02
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   -9.22743688e-02   6.82575877e-02]
 [  1.43613366e-01   2.68858491e-02  -2.35628428e-01  -8.71733724e-02
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   -1.90023445e-03  -1.92648647e-01]
 [  2.11628778e-01  -1.76107128e-01   6.42034052e-02  -2.12515991e-02
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    1.14223171e-01  -1.78972784e-01]
 [ -1.03180614e-01  -6.13106286e-02   1.22276541e-01   1.12044031e-01
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    1.86137634e-01  -1.28726984e-03]
 [ -1.04473900e-02  -2.00747240e-01   1.97685046e-01  -2.56970692e-01
   -1.36596765e-02   1.18988244e-01   8.45722420e-02  -1.17579958e-01
    1.51973407e-02   2.11976852e-01]]
[[ 0.62155887]
 [ 1.59279645]
 [ 0.26434549]
 [ 0.87581012]
 [-2.66314376]
 [-0.25798163]
 [-1.5989025 ]
 [ 0.06869798]
 [ 0.69537573]
 [ 0.88768734]]
Progress: 33.1% ... Training loss: 0.280 ... Validation loss: 0.462[[  1.61843578e-01   2.11386196e-01  -1.05361152e-01   1.10694626e-01
   -5.35018865e-01  -7.14812375e-02  -5.82581114e-02   1.22303952e-01
   -5.89650628e-02   1.88006213e-01]
 [  1.48206197e-02   1.54997819e-01  -1.90425687e-02   4.59846767e-02
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    1.42279929e-01  -2.69540225e-02]
 [  1.79305870e-01   6.57835130e-01   9.90136041e-03  -3.38321546e-02
    4.60181144e-01  -2.26736089e-02  -7.34105885e-01  -4.00995480e-02
    5.26034208e-02   2.73790402e-01]
 [  6.96385266e-03  -3.37308375e-01  -2.18800542e-01   9.41538369e-02
   -6.69401664e-03   1.48669323e-01   1.64276710e-01   5.85753356e-02
    6.47506357e-02   2.02874243e-01]
 [ -1.54871606e-02   1.14797184e-01  -1.47986012e-01   4.25316949e-02
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   -1.90833349e-01  -2.87217356e-02]
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   -1.47552582e-02  -7.01792566e-03]
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   -1.80665336e-03  -7.10720887e-02   1.80665626e-01  -1.90588530e-01
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    8.44879590e-02  -1.91555761e-02]
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 [  6.36094941e-02  -3.65995195e-01   9.40827649e-02   4.45987466e-02
   -4.25104955e-02  -1.20748582e-01   1.60959636e-01  -1.02296866e-01
    3.15210649e-02   1.17460032e-01]
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   -2.24826599e-02  -1.38040397e-01]
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[[ 0.62478004]
 [ 1.59878408]
 [ 0.26537935]
 [ 0.87438431]
 [-2.6650929 ]
 [-0.2617038 ]
 [-1.60893078]
 [ 0.06656192]
 [ 0.69472557]
 [ 0.88648852]]
Progress: 33.2% ... Training loss: 0.280 ... Validation loss: 0.455[[  1.63541238e-01   2.14588440e-01  -1.04671153e-01   1.13175176e-01
   -5.41502909e-01  -7.21931616e-02  -6.17181752e-02   1.22511431e-01
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   -1.49030150e-02  -8.56435812e-02]
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   -1.92941705e-02   1.75146710e-01]
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   -5.88994410e-02  -2.55553083e-02]
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 [  1.33863998e-01  -2.03762319e-01  -1.45715882e-01  -7.24109597e-04
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   -1.12204667e-01  -5.76307367e-02]
 [ -3.53307583e-01   2.84095485e-02   1.15085654e-02  -3.47379516e-02
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   -9.32980050e-02   6.68236499e-02]
 [  1.44067014e-01   2.66381115e-02  -2.35443879e-01  -8.66671219e-02
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   -1.34785705e-03  -1.92021267e-01]
 [  2.13161391e-01  -1.72434126e-01   6.49162083e-02  -1.90672436e-02
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    1.16033005e-01  -1.76696231e-01]
 [ -1.04584440e-01  -6.56676668e-02   1.21690669e-01   1.10130057e-01
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    1.84683591e-01  -3.21709732e-03]
 [ -1.20684445e-02  -2.04432757e-01   1.96997123e-01  -2.59221689e-01
   -9.88549131e-03   1.19722751e-01   8.83591177e-02  -1.17762560e-01
    1.34322577e-02   2.09672233e-01]]
[[ 0.63589676]
 [ 1.60391625]
 [ 0.27515632]
 [ 0.88713815]
 [-2.6565632 ]
 [-0.2508796 ]
 [-1.593739  ]
 [ 0.07742163]
 [ 0.70774262]
 [ 0.89740106]]
Progress: 33.2% ... Training loss: 0.287 ... Validation loss: 0.466[[  1.63144352e-01   2.14694910e-01  -1.04824342e-01   1.12683134e-01
   -5.40384906e-01  -7.20652609e-02  -6.11621751e-02   1.22477864e-01
   -5.76520756e-02   1.89917877e-01]
 [  1.53140234e-02   1.55927893e-01  -1.88282324e-02   4.67007513e-02
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    1.42824242e-01  -2.62333718e-02]
 [  1.76004500e-01   6.53459087e-01   8.49030232e-03  -3.89324337e-02
    4.73189010e-01  -2.11861233e-02  -7.28633865e-01  -4.04811886e-02
    4.83628950e-02   2.68438996e-01]
 [  1.18437055e-02  -3.30468418e-01  -2.16578548e-01   1.01200705e-01
   -2.21605739e-02   1.46606555e-01   1.55908053e-01   5.91510062e-02
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   -1.95052175e-01  -3.41735117e-02]
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   -1.51398558e-02  -7.45243961e-03]
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   -2.14343670e-02  -1.36457275e-01]
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   -1.76047325e-01  -2.21103224e-01]
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   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
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   -8.83712798e-02  -2.84452097e-03]
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   -2.80640480e-02  -6.20730218e-02]
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 [  4.40237048e-02  -2.73064135e-02  -1.18920225e-01   3.63974374e-02
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 [  1.16053867e-02  -4.48710258e-01  -4.30121347e-02  -1.06381681e-01
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   -3.63018112e-01  -2.18072137e-01]
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 [  3.47123028e-01   3.18983852e-01  -8.38704184e-02   3.09944715e-01
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 [  4.48256562e-02   1.29627247e-01   2.52021241e-01   2.46283808e-01
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   -1.86044149e-01   1.06779676e-01]
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   -5.94027332e-02  -2.61111472e-02]
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   -1.64812696e-01  -2.21475498e-01]
 [  1.35152225e-01  -2.00807361e-01  -1.45148787e-01   1.28580243e-03
    4.18388895e-02  -5.65365572e-02   4.61776749e-02  -1.50672237e-01
    1.32583694e-01  -1.25614615e-01]
 [ -1.17358087e-01   8.50285906e-02   2.62851015e-01  -9.85850443e-03
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   -1.13205136e-01  -5.88727500e-02]
 [ -3.54499233e-01   2.56617694e-02   1.09851053e-02  -3.64284689e-02
    1.78483061e-01  -1.70496056e-01   1.55587150e-02   2.33872607e-01
   -9.46516532e-02   6.51573847e-02]
 [  1.42198193e-01   2.21901197e-02  -2.36207608e-01  -8.93511724e-02
    1.26798142e-01  -2.95275649e-01   7.00374851e-02  -1.68073353e-01
   -3.51634798e-03  -1.94712275e-01]
 [  2.11418282e-01  -1.76189325e-01   6.40875171e-02  -2.17371477e-02
    8.65869847e-02  -3.53772491e-02   3.09527826e-02  -1.36669204e-01
    1.13841507e-01  -1.79372322e-01]
 [ -1.04192135e-01  -6.45576919e-02   1.21902663e-01   1.10756497e-01
    3.92072309e-02  -1.13773800e-01   2.53132208e-01  -7.76384402e-02
    1.85093940e-01  -2.64647630e-03]
 [ -1.07000500e-02  -2.00827130e-01   1.97620396e-01  -2.57215798e-01
   -1.59112469e-02   1.19176637e-01   8.51734620e-02  -1.17587453e-01
    1.49855980e-02   2.11538741e-01]]
[[ 0.62845385]
 [ 1.59668657]
 [ 0.26793879]
 [ 0.87782788]
 [-2.66789322]
 [-0.25751621]
 [-1.60417025]
 [ 0.06999679]
 [ 0.70225015]
 [ 0.89148311]]
Progress: 33.3% ... Training loss: 0.281 ... Validation loss: 0.463[[  1.60626666e-01   2.09884877e-01  -1.05904093e-01   1.09095257e-01
   -5.30110072e-01  -7.10636317e-02  -5.61633596e-02   1.22182831e-01
   -6.06299521e-02   1.86333354e-01]
 [  1.53274269e-02   1.55906023e-01  -1.88316368e-02   4.67201221e-02
    8.40660750e-02  -7.00698083e-03   3.08338324e-01   4.14022192e-02
    1.42836676e-01  -2.62238202e-02]
 [  1.73211817e-01   6.47192623e-01   6.98816961e-03  -4.37838759e-02
    4.88726238e-01  -1.99961822e-02  -7.23968030e-01  -4.08663314e-02
    4.47862474e-02   2.63988629e-01]
 [  1.13188753e-02  -3.32510933e-01  -2.16579761e-01   1.00974020e-01
   -2.15732574e-02   1.46812225e-01   1.59453244e-01   5.91423566e-02
    7.00710179e-02   2.09739744e-01]
 [ -1.88707608e-02   1.04487814e-01  -1.49347053e-01   3.74679939e-02
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   -1.95016453e-01  -3.39890543e-02]
 [ -3.79085425e-01  -5.83075339e-01  -2.94641635e-01   1.61509312e-01
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   -1.63003703e-02  -8.93506804e-03]
 [ -4.15879006e-03  -2.09748952e-01   9.63166188e-03   9.02129949e-02
   -5.00916965e-03  -7.13201904e-02   1.79501271e-01  -1.90507403e-01
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 [  1.10398604e-01  -2.46575033e-01   3.39075523e-02  -7.15351892e-02
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 [ -1.77250820e-01  -1.38875664e-01  -3.05050290e-01  -2.66689674e-02
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 [  6.11331612e-02  -3.69539285e-01   9.27967700e-02   4.05567962e-02
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   -2.33355781e-02  -1.38845885e-01]
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   -1.77698634e-01  -2.23323467e-01]
 [ -1.56972545e-01   4.36118012e-03   6.19163683e-02   2.17009197e-02
   -1.72289853e-01  -2.19720223e-01  -1.77935935e-01  -1.97016874e-01
    8.69521554e-02   1.74036760e-01]
 [ -2.59983414e-01  -3.02585858e-01   1.04036063e-01   2.38593874e-01
   -9.55705502e-02  -7.21499069e-02   4.28536164e-02  -2.58385726e-01
   -2.48200935e-01  -5.55697101e-02]
 [  1.07485085e-01  -1.55019950e-01  -2.00543079e-02   1.23277817e-01
   -3.56329810e-02  -8.85980657e-02   2.10697288e-01   3.56365889e-03
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 [  3.76587132e-02  -8.94298274e-02  -2.10751419e-01   1.51765125e-01
   -4.66770779e-02   8.38710912e-02  -4.73918165e-02  -1.97945347e-02
   -8.94505874e-02  -4.16942015e-03]
 [ -1.15921870e-01  -6.19649723e-02  -2.00329023e-01   1.63555227e-01
   -1.49602997e-02   1.31898493e-01  -7.21795973e-04  -2.49749199e-01
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 [ -7.24145040e-02  -4.93963703e-02   2.74010401e-01   9.40572400e-02
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 [  5.61888337e-02  -2.64189593e-02   8.79803400e-02   8.78798594e-02
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   -2.87759993e-02  -6.29545540e-02]
 [  1.57514438e-02  -1.36511421e-01  -2.88112834e-01  -4.08265284e-02
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 [  4.33236650e-02  -2.90882320e-02  -1.19288246e-01   3.51396896e-02
   -6.86596781e-02   3.24595976e-01   2.77924505e-01   2.04240418e-01
   -1.67720486e-01  -7.00030248e-02]
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 [  1.09549271e-01   7.51279674e-02  -4.59024703e-02  -9.94758595e-02
   -9.50174089e-02  -3.29881466e-01   1.16031293e-01   8.57362572e-03
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 [ -1.50429623e-01  -9.73035917e-02  -1.99456151e-01  -9.84885240e-03
   -2.66664344e-01  -2.74823959e-03   1.91171150e-02  -2.42505681e-02
   -1.84865838e-03   5.40015521e-02]
 [ -3.11841206e-02  -1.00977487e-01  -7.51763182e-02  -1.28194356e-01
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   -1.82642267e-01  -3.78579308e-01]
 [ -1.57472885e-02  -3.91875329e-01  -2.97918407e-02  -7.19206995e-02
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    3.05836678e-02  -3.83057550e-01]
 [  1.15095666e-02  -4.49034223e-01  -4.30493894e-02  -1.06494381e-01
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   -3.63114560e-01  -2.18203112e-01]
 [ -1.68619679e-01  -5.93598487e-01  -8.70640061e-03  -2.00795536e-01
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   -6.58313771e-02   8.57885013e-02]
 [ -2.92224004e-01  -4.06864050e-01   5.62484031e-02  -4.56557350e-02
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   -8.73074718e-02  -1.34662654e-01]
 [ -2.06448373e-01  -3.09792822e-01   2.50780812e-01  -2.45188208e-01
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   -2.58791476e-01  -3.01499246e-02]
 [ -1.28193706e-01  -2.20871016e-01  -1.80003564e-01  -9.84488374e-02
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   -7.06984465e-03  -1.16272252e-01]
 [  1.10272210e-01   2.42712647e-01   1.63661122e-01  -9.25488218e-02
   -7.59379677e-02   5.04084403e-02  -1.48709733e-01   2.82940889e-01
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 [  3.46758912e-01   3.18839846e-01  -8.40414574e-02   3.09255968e-01
   -8.71148034e-01  -2.86499598e-01  -4.73459393e-01   1.77072249e-01
    3.79965569e-01  -3.62537927e-02]
 [  4.48255352e-02   1.29651749e-01   2.52020451e-01   2.46280257e-01
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   -1.42257163e-01  -2.92707497e-01]
 [  2.51845764e-02  -5.89907650e-02  -1.17638959e-01  -5.18831094e-02
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    3.57851099e-02   2.09998002e-01]
 [  2.10973549e-03  -4.80002634e-02  -6.64768816e-02  -4.97607153e-02
   -2.77192368e-02  -1.77582571e-01   8.29200371e-02   1.01049937e-02
    3.81271067e-02   6.23747607e-03]
 [  2.87208019e-02   7.23009790e-02   2.44073221e-01   7.35692643e-02
   -2.26971267e-01  -1.34857050e-01   1.10622822e-01   3.95612715e-02
   -1.85941077e-01   1.06918245e-01]
 [  7.37270056e-02   3.81508608e-02   1.08406008e-01   1.00113595e-02
   -2.47091818e-01   6.78908985e-02   5.85255164e-02  -2.70651762e-01
   -1.54269944e-02  -8.62905316e-02]
 [ -9.14736394e-03   9.79032518e-02   8.55569798e-02  -2.72170973e-02
   -5.00230540e-02   1.79842842e-01   9.29272091e-02   1.18657632e-01
   -1.94608091e-02   1.74949788e-01]
 [  2.16697120e-01   5.92289089e-02   2.66505635e-02   7.48168835e-02
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   -5.93717819e-02  -2.60947261e-02]
 [  4.53318586e-02   1.20670063e-03   1.82449378e-02   4.55196146e-02
   -4.23367927e-01  -1.24078328e-01  -2.13486576e-01   4.15190263e-02
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 [  4.38016433e-02   5.05757732e-01   1.21810840e-01   4.13913295e-01
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 [  1.79445205e-01   5.01561991e-01   6.64048565e-02   4.26474544e-01
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 [  2.57448383e-01   3.11940042e-01   2.47315743e-01   1.50358134e-01
   -4.34412347e-01   7.96134112e-02  -2.20728148e-01   1.62877047e-01
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 [ -7.22501434e-02   2.24107881e-01   2.42224189e-01   1.87847834e-02
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   -3.10482219e-02   5.24529498e-02]
 [ -9.70330549e-02  -1.82106737e-03   2.55356414e-02   9.56121853e-02
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   -2.73032665e-01  -9.09594921e-02]
 [ -2.24174801e-01  -3.65748177e-02  -9.49866417e-02  -3.49523251e-01
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   -2.11396525e-01   2.69406953e-02]
 [  1.08221856e-02  -3.88805989e-01  -1.27217690e-01  -1.60830867e-01
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   -1.64768819e-01  -2.21411446e-01]
 [  1.32565537e-01  -2.07430199e-01  -1.46346819e-01  -2.75802267e-03
    5.22037641e-02  -5.54370162e-02   5.16178481e-02  -1.51009515e-01
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 [ -1.17704887e-01   8.46757647e-02   2.62730001e-01  -1.03814011e-02
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   -1.13650630e-01  -5.93011038e-02]
 [ -3.55276574e-01   2.38666299e-02   1.06576027e-02  -3.75646105e-02
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   -9.55547514e-02   6.40261180e-02]
 [  1.41795279e-01   2.11629086e-02  -2.36392025e-01  -8.99237654e-02
    1.28190422e-01  -2.95103512e-01   7.11840949e-02  -1.68118975e-01
   -3.99150452e-03  -1.95287145e-01]
 [  2.10808057e-01  -1.77177590e-01   6.38538962e-02  -2.24867025e-02
    8.89007176e-02  -3.51504114e-02   3.23055834e-02  -1.36727169e-01
    1.13226416e-01  -1.80116432e-01]
 [ -1.04240456e-01  -6.47753613e-02   1.21874929e-01   1.10668950e-01
    3.93923426e-02  -1.13758491e-01   2.53273373e-01  -7.76446045e-02
    1.85015823e-01  -2.67052716e-03]
 [ -1.14587793e-02  -2.01148551e-01   1.97270973e-01  -2.58208246e-01
   -1.40042647e-02   1.19482849e-01   8.64767596e-02  -1.17676635e-01
    1.43075187e-02   2.10561773e-01]]
[[ 0.60803264]
 [ 1.57934071]
 [ 0.25134781]
 [ 0.85864523]
 [-2.68678615]
 [-0.27412798]
 [-1.62325113]
 [ 0.05078341]
 [ 0.68193565]
 [ 0.87133263]]
Progress: 33.4% ... Training loss: 0.289 ... Validation loss: 0.467[[  1.61244029e-01   2.10212584e-01  -1.05646359e-01   1.09930884e-01
   -5.31327845e-01  -7.13268110e-02  -5.74220215e-02   1.22238286e-01
   -5.97351936e-02   1.87499935e-01]
 [  1.53402163e-02   1.55939750e-01  -1.88255860e-02   4.67394839e-02
    8.40114851e-02  -7.01323914e-03   3.08315235e-01   4.14033177e-02
    1.42850828e-01  -2.62032053e-02]
 [  1.72534770e-01   6.47527589e-01   6.60124617e-03  -4.50234878e-02
    4.91576120e-01  -1.95656243e-02  -7.24748794e-01  -4.09514670e-02
    4.37386237e-02   2.62832859e-01]
 [  1.09554898e-02  -3.34744633e-01  -2.16585648e-01   1.01196882e-01
   -1.93887958e-02   1.46828555e-01   1.61473951e-01   5.91417981e-02
    7.01915004e-02   2.10159451e-01]
 [ -1.83197591e-02   1.05872809e-01  -1.49128349e-01   3.80906273e-02
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   -1.94637260e-01  -3.36476053e-02]
 [ -3.77798613e-01  -5.81902000e-01  -2.94073325e-01   1.63483769e-01
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   -1.46832373e-02  -6.89606875e-03]
 [ -2.82475618e-03  -2.06701068e-01   1.01745032e-02   9.20372581e-02
   -1.02812468e-02  -7.18893427e-02   1.75878226e-01  -1.90395523e-01
    1.94561026e-01   3.31462875e-02]
 [  1.10840699e-01  -2.45646518e-01   3.40718569e-02  -7.09212950e-02
    7.72653300e-02  -4.73054903e-02   7.89921969e-02   1.19857780e-01
    7.91754186e-02  -2.54831255e-02]
 [ -1.79124832e-01  -1.43631668e-01  -3.05816821e-01  -2.92741815e-02
    1.48674081e-02   7.16235755e-02  -1.44925284e-01  -2.94224798e-02
    2.56187502e-01  -1.39548158e-01]
 [  6.07937505e-02  -3.71810044e-01   9.26111491e-02   3.99893846e-02
   -3.31353012e-02  -1.19575926e-01   1.66531544e-01  -1.02672852e-01
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[[ 0.6114334 ]
 [ 1.58338025]
 [ 0.2565905 ]
 [ 0.86536216]
 [-2.68257938]
 [-0.26964218]
 [-1.61554016]
 [ 0.05556853]
 [ 0.68443403]
 [ 0.87456258]]
Progress: 33.4% ... Training loss: 0.285 ... Validation loss: 0.465[[  1.65569291e-01   2.19679844e-01  -1.03697718e-01   1.16016242e-01
   -5.48026134e-01  -7.31567031e-02  -6.75052785e-02   1.22642861e-01
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   -1.59450525e-02  -8.69381140e-02]
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   -1.90487180e-02   1.75415867e-01]
 [  2.16218519e-01   5.80510755e-02   2.64392056e-02   7.40571865e-02
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   -5.99687980e-02  -2.68478580e-02]
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 [  1.31062083e-01  -2.11508079e-01  -1.46953332e-01  -4.82906609e-03
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   -1.09703500e-01  -5.45295408e-02]
 [ -3.53571807e-01   2.72500576e-02   1.14375154e-02  -3.49824794e-02
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   -9.34131921e-02   6.65732957e-02]
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   -3.02236234e-03  -1.94091783e-01]
 [  2.13233502e-01  -1.72209583e-01   6.49396573e-02  -1.88555899e-02
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 [ -1.02252747e-01  -6.02523919e-02   1.22723341e-01   1.13432889e-01
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    1.87345822e-01   2.24165439e-04]
 [ -1.16502906e-02  -2.02091818e-01   1.97207922e-01  -2.58467444e-01
   -1.44542188e-02   1.19547834e-01   8.72433720e-02  -1.17682950e-01
    1.41795644e-02   2.10593852e-01]]
[[ 0.64094927]
 [ 1.61573039]
 [ 0.28466835]
 [ 0.89546927]
 [-2.66068163]
 [-0.24758738]
 [-1.59330019]
 [ 0.08001094]
 [ 0.71361936]
 [ 0.90642832]]
Progress: 33.5% ... Training loss: 0.296 ... Validation loss: 0.470[[  1.63672167e-01   2.15726606e-01  -1.04652629e-01   1.13018129e-01
   -5.38595253e-01  -7.23060332e-02  -6.28812074e-02   1.22385539e-01
   -5.71054371e-02   1.90716622e-01]
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    1.42873205e-01  -2.61756300e-02]
 [  1.74368288e-01   6.53089894e-01   7.06975693e-03  -4.35908474e-02
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    4.53801862e-02   2.64016802e-01]
 [  7.96484810e-03  -3.43090873e-01  -2.17644883e-01   9.76901932e-02
   -7.66422646e-03   1.47888945e-01   1.69965220e-01   5.89193389e-02
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   -1.87269445e-01  -2.47561920e-02]
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   -1.41636527e-02  -6.22748421e-03]
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   -1.98024538e-02  -1.34223861e-01]
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   -1.77249100e-01  -2.22789969e-01]
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   -1.71875777e-01  -2.19670702e-01  -1.77826155e-01  -1.97032669e-01
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   -2.47359245e-01  -5.45318683e-02]
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   -8.95953110e-02  -4.29131880e-03]
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   -2.60504906e-02  -5.96486494e-02]
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 [  4.48847570e-02  -2.56602385e-02  -1.18600376e-01   3.74513919e-02
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   -1.82540752e-01  -3.78478443e-01]
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   -3.63605478e-01  -2.18840493e-01]
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   -8.71802139e-02  -1.34454720e-01]
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 [  4.49288252e-02   1.29381454e-01   2.52065320e-01   2.46371367e-01
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   -1.86880183e-01   1.05655482e-01]
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   -2.72732433e-01  -9.06395291e-02]
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   -2.11805384e-01   2.64740415e-02]
 [  1.09672583e-02  -3.88572771e-01  -1.27143965e-01  -1.60545635e-01
    3.69038553e-01   2.56133610e-02   1.82491351e-01   1.52564049e-01
   -1.64560700e-01  -2.21156194e-01]
 [  1.31960088e-01  -2.08902584e-01  -1.46575757e-01  -3.61923080e-03
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 [ -1.15017042e-01   8.99435467e-02   2.63879532e-01  -6.51471229e-03
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   -1.10678724e-01  -5.55653672e-02]
 [ -3.53684770e-01   2.65420136e-02   1.13363297e-02  -3.51811995e-02
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   -9.36276517e-02   6.63293473e-02]
 [  1.40953485e-01   1.85117810e-02  -2.36803575e-01  -9.11823449e-02
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   -4.98893988e-03  -1.96508702e-01]
 [  2.12033152e-01  -1.74802902e-01   6.43634424e-02  -2.07914773e-02
    8.42926410e-02  -3.57166059e-02   2.98812369e-02  -1.36661918e-01
    1.14668596e-01  -1.78444558e-01]
 [ -1.03461374e-01  -6.28366626e-02   1.22143117e-01   1.11667323e-01
    3.64030683e-02  -1.14139091e-01   2.50923687e-01  -7.76238768e-02
    1.85931798e-01  -1.56587829e-03]
 [ -1.18949784e-02  -2.02932456e-01   1.97117197e-01  -2.58764731e-01
   -1.37290565e-02   1.19619027e-01   8.80790728e-02  -1.17710402e-01
    1.40300154e-02   2.10357532e-01]]
[[ 0.62454851]
 [ 1.60541474]
 [ 0.26941117]
 [ 0.8816564 ]
 [-2.68192144]
 [-0.26132103]
 [-1.61017414]
 [ 0.06542642]
 [ 0.69831073]
 [ 0.89137751]]
Progress: 33.5% ... Training loss: 0.280 ... Validation loss: 0.456[[  1.63283760e-01   2.17002522e-01  -1.04757158e-01   1.12650672e-01
   -5.39878000e-01  -7.22074563e-02  -6.37113232e-02   1.22350165e-01
   -5.73358976e-02   1.90302923e-01]
 [  1.53820351e-02   1.56034052e-01  -1.88288282e-02   4.67806427e-02
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    1.42896076e-01  -2.61543842e-02]
 [  1.76457287e-01   6.59626700e-01   7.95917801e-03  -4.11754116e-02
    4.82914698e-01  -2.11864709e-02  -7.37204251e-01  -4.07711241e-02
    4.76320045e-02   2.66792707e-01]
 [  9.22166481e-03  -3.42852600e-01  -2.16981376e-01   1.00016466e-01
   -1.46739821e-02   1.47322994e-01   1.69719636e-01   5.90916534e-02
    6.91360796e-02   2.08932124e-01]
 [ -1.38066625e-02   1.17041153e-01  -1.47269836e-01   4.40070172e-02
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   -1.89610604e-01  -2.77219667e-02]
 [ -3.77957200e-01  -5.83750414e-01  -2.94135236e-01   1.63675233e-01
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   -1.46513371e-02  -6.96792501e-03]
 [ -4.04545615e-04  -2.00245839e-01   1.12707422e-02   9.52812596e-02
   -1.94040222e-02  -7.28099597e-02   1.68538393e-01  -1.90197941e-01
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 [  1.10880616e-01  -2.44831187e-01   3.39914139e-02  -7.10347278e-02
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 [ -1.77656225e-01  -1.40195287e-01  -3.05164327e-01  -2.70663147e-02
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 [  6.32597014e-02  -3.64855148e-01   9.36036337e-02   4.33013768e-02
   -4.62090228e-02  -1.20829002e-01   1.58900048e-01  -1.02608342e-01
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   -2.07931149e-02  -1.35520483e-01]
 [ -1.24055543e-01  -1.53456504e-01  -7.26806925e-02  -1.06746438e-02
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   -1.76578317e-01  -2.21995161e-01]
 [ -1.57074816e-01   4.29642250e-03   6.18609527e-02   2.15283224e-02
   -1.71875777e-01  -2.19670702e-01  -1.77826155e-01  -1.97032669e-01
    8.68104419e-02   1.73855552e-01]
 [ -2.59898323e-01  -3.03001538e-01   1.04087533e-01   2.38967300e-01
   -9.74227064e-02  -7.23130521e-02   4.29681491e-02  -2.58388210e-01
   -2.47923053e-01  -5.52449218e-02]
 [  1.07705883e-01  -1.55898714e-01  -1.99079454e-02   1.23878982e-01
   -3.84313679e-02  -8.87610708e-02   2.11303143e-01   3.60069107e-03
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 [  3.81757552e-02  -8.84623732e-02  -2.10516648e-01   1.52507222e-01
   -4.79595044e-02   8.36218337e-02  -4.88016006e-02  -1.97485775e-02
   -8.87038474e-02  -3.21545312e-03]
 [ -1.14895455e-01  -5.92207408e-02  -1.99872117e-01   1.64930001e-01
   -1.90453742e-02   1.31470900e-01  -3.73420283e-03  -2.49684705e-01
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 [ -7.25092365e-02  -4.97480632e-02   2.73961264e-01   9.37171273e-02
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 [  5.90579401e-02  -1.98345087e-02   8.91660520e-02   9.18885419e-02
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   -2.55141144e-02  -5.90118261e-02]
 [  1.31798807e-02  -1.42544284e-01  -2.89392625e-01  -4.49516198e-02
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 [  4.57255103e-02  -2.25081432e-02  -1.18151193e-01   3.89356891e-02
   -8.12995492e-02   3.23378297e-01   2.70857174e-01   2.04452222e-01
   -1.64701913e-01  -6.64434258e-02]
 [ -3.06127252e-05  -1.80415702e-02   1.21780598e-01   1.02839885e-01
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 [  1.10733508e-01   7.82154034e-02  -4.53335343e-02  -9.76918156e-02
   -9.81379157e-02  -3.30360341e-01   1.13291157e-01   8.72007078e-03
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 [ -1.00784477e-01  -1.38989793e-02  -1.57810132e-02   2.19976924e-02
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 [ -1.51651045e-01  -1.00268784e-01  -1.99972215e-01  -1.15882544e-02
   -2.63698546e-01  -2.22838156e-03   2.22941831e-02  -2.43647652e-02
   -3.21100181e-03   5.22585116e-02]
 [ -3.08812749e-02  -1.00965100e-01  -7.50170875e-02  -1.27636747e-01
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   -1.82216862e-01  -3.78142398e-01]
 [ -1.68466908e-02  -3.94665708e-01  -3.02724998e-02  -7.35119335e-02
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    2.93623518e-02  -3.84587800e-01]
 [  1.14174196e-02  -4.50147569e-01  -4.31425120e-02  -1.06662647e-01
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   -3.63254502e-01  -2.18388405e-01]
 [ -1.69492851e-01  -5.95782119e-01  -9.09217388e-03  -2.01981247e-01
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   -6.67257917e-02   8.47914782e-02]
 [ -2.92160980e-01  -4.07627161e-01   5.63117660e-02  -4.53926393e-02
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   -8.71084963e-02  -1.34324231e-01]
 [ -2.06425507e-01  -3.09861070e-01   2.50788441e-01  -2.45138720e-01
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   -2.58762191e-01  -3.00615107e-02]
 [ -1.28372478e-01  -2.21136092e-01  -1.80087542e-01  -9.86700613e-02
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   -7.30193882e-03  -1.16515139e-01]
 [  1.10358663e-01   2.43083280e-01   1.63779769e-01  -9.22129332e-02
   -7.68680131e-02   5.03314062e-02  -1.48981312e-01   2.82952575e-01
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 [  3.47645557e-01   3.20704147e-01  -8.36478019e-02   3.10403169e-01
   -8.72445937e-01  -2.86868636e-01  -4.75702311e-01   1.77170898e-01
    3.81010653e-01  -3.48909273e-02]
 [  4.52036921e-02   1.30268228e-01   2.52194807e-01   2.46786825e-01
   -5.16683361e-02  -1.95191947e-01  -1.73291703e-01  -1.33179217e-01
   -1.41801716e-01  -2.92179061e-01]
 [  2.61607249e-02  -5.69255592e-02  -1.17218481e-01  -5.04248887e-02
    2.25758490e-01   3.94874099e-02  -1.24215239e-02  -1.84332066e-01
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 [  8.20931176e-04  -5.08382781e-02  -6.70782352e-02  -5.16378976e-02
   -2.27444777e-02  -1.77058835e-01   8.57193030e-02   9.94267528e-03
    3.66740078e-02   4.35221236e-03]
 [  2.85662668e-02   7.20683389e-02   2.44006250e-01   7.32460457e-02
   -2.26066209e-01  -1.34779355e-01   1.11052855e-01   3.95407152e-02
   -1.86112110e-01   1.06611437e-01]
 [  7.27887667e-02   3.57066335e-02   1.07968695e-01   8.43830846e-03
   -2.42099613e-01   6.83338037e-02   6.09090140e-02  -2.70764158e-01
   -1.66283209e-02  -8.78364562e-02]
 [ -8.06221852e-03   1.00698465e-01   8.60396950e-02  -2.57712036e-02
   -5.47388295e-02   1.79455113e-01   9.00709634e-02   1.18778629e-01
   -1.82549997e-02   1.76343832e-01]
 [  2.15890966e-01   5.77817517e-02   2.63310548e-02   7.36460677e-02
    5.85443927e-02  -2.11499561e-02  -1.53579790e-01   1.47852018e-01
   -6.02998078e-02  -2.72632240e-02]
 [  4.56372239e-02   1.88127581e-03   1.83715354e-02   4.59839433e-02
   -4.24850750e-01  -1.24211417e-01  -2.14036857e-01   4.15434871e-02
    1.22874707e-01   1.97555376e-01]
 [  4.38524539e-02   5.05506929e-01   1.21702099e-01   4.13778542e-01
   -1.11943747e+00  -3.02970056e-01  -5.93841547e-01  -7.24791835e-02
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 [  1.84393172e-01   5.13298566e-01   6.85977843e-02   4.33542213e-01
   -9.29270026e-01  -8.64729952e-02  -4.53450960e-01   1.51707179e-01
    2.16097984e-01   4.91498727e-01]
 [  2.57523504e-01   3.12032876e-01   2.47341865e-01   1.50586038e-01
   -4.35588812e-01   7.95046879e-02  -2.21306874e-01   1.62870261e-01
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 [ -7.07028334e-02   2.28099390e-01   2.42858024e-01   2.10634748e-02
   -5.14254037e-02   1.29391456e-01  -1.07947591e-01  -1.48526218e-02
   -2.92572764e-02   5.46611839e-02]
 [ -9.70122031e-02  -1.24972703e-03   2.55204028e-02   9.56511116e-02
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   -2.73000227e-01  -9.09888352e-02]
 [ -2.24579035e-01  -3.77287570e-02  -9.51117189e-02  -3.49929590e-01
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   -2.11732077e-01   2.66058849e-02]
 [  1.08680113e-02  -3.88794204e-01  -1.27184207e-01  -1.60683257e-01
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   -1.64659560e-01  -2.21287540e-01]
 [  1.31944773e-01  -2.07851935e-01  -1.46601880e-01  -3.56830042e-03
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    1.28969914e-01  -1.30488792e-01]
 [ -1.14988994e-01   9.00533250e-02   2.63894440e-01  -6.44381571e-03
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   -1.10651022e-01  -5.55212597e-02]
 [ -3.53791125e-01   2.60596362e-02   1.13198498e-02  -3.51956089e-02
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   -9.36248225e-02   6.62584234e-02]
 [  1.40714377e-01   1.79526155e-02  -2.36908311e-01  -9.15388647e-02
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   -5.27008165e-03  -1.96831620e-01]
 [  2.13177683e-01  -1.71550444e-01   6.49259303e-02  -1.90637467e-02
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    1.16122294e-01  -1.76727417e-01]
 [ -1.03215076e-01  -6.22381194e-02   1.22261048e-01   1.12014492e-01
    3.55269874e-02  -1.14232105e-01   2.50366228e-01  -7.75952704e-02
    1.86169500e-01  -1.23299407e-03]
 [ -1.23943845e-02  -2.03999214e-01   1.96872784e-01  -2.59520654e-01
   -1.30009197e-02   1.19871299e-01   8.92460754e-02  -1.17767928e-01
    1.34409441e-02   2.09581726e-01]]
[[ 0.62857987]
 [ 1.60874584]
 [ 0.27296267]
 [ 0.88453569]
 [-2.67656938]
 [-0.25667133]
 [-1.60947668]
 [ 0.06820332]
 [ 0.70096967]
 [ 0.89489156]]
Progress: 33.5% ... Training loss: 0.281 ... Validation loss: 0.458[[  1.64235413e-01   2.18992590e-01  -1.04374028e-01   1.13883184e-01
   -5.42104625e-01  -7.25487581e-02  -6.58997636e-02   1.22458063e-01
   -5.61370011e-02   1.91737098e-01]
 [  1.53707863e-02   1.56066495e-01  -1.88490312e-02   4.67351343e-02
    8.38283741e-02  -7.02815061e-03   3.08011435e-01   4.13944269e-02
    1.42838438e-01  -2.61994260e-02]
 [  1.75945728e-01   6.57508509e-01   7.67674355e-03  -4.19619379e-02
    4.83145854e-01  -2.08749723e-02  -7.36520818e-01  -4.08325296e-02
    4.71353935e-02   2.66328226e-01]
 [  1.01991980e-02  -3.39467290e-01  -2.16572099e-01   1.01267330e-01
   -1.53725528e-02   1.47112197e-01   1.67162731e-01   5.91693234e-02
    7.02429929e-02   2.10528595e-01]
 [ -1.28646524e-02   1.19311699e-01  -1.46803095e-01   4.58511680e-02
   -8.96708873e-03  -1.82092791e-01   5.76086758e-02  -1.18273469e-01
   -1.88395486e-01  -2.66308834e-02]
 [ -3.78801619e-01  -5.86330498e-01  -2.94531956e-01   1.62401885e-01
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   -1.56518516e-02  -8.29353749e-03]
 [  6.63723761e-05  -1.99483375e-01   1.14651945e-02   9.60145627e-02
   -2.13880016e-02  -7.29924344e-02   1.67276922e-01  -1.90137623e-01
    1.98255960e-01   3.75978389e-02]
 [  1.09981002e-01  -2.47001943e-01   3.35579774e-02  -7.24500648e-02
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    7.81810307e-02  -2.71008938e-02]
 [ -1.77635884e-01  -1.39977454e-01  -3.05174873e-01  -2.70941251e-02
    9.66731294e-03   7.09913647e-02  -1.47388821e-01  -2.92828593e-02
    2.57841990e-01  -1.37361849e-01]
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[[ 0.6252311 ]
 [ 1.60834597]
 [ 0.26897899]
 [ 0.87980735]
 [-2.68337613]
 [-0.25981338]
 [-1.61470922]
 [ 0.06537189]
 [ 0.69590991]
 [ 0.89055378]]
Progress: 33.6% ... Training loss: 0.279 ... Validation loss: 0.455[[  1.64557329e-01   2.20575353e-01  -1.04197563e-01   1.14428945e-01
   -5.44743177e-01  -7.26288418e-02  -6.77376280e-02   1.22489365e-01
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 [  1.42311531e-01   2.21377886e-02  -2.36181800e-01  -8.90845987e-02
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 [ -1.03690327e-01  -6.34339467e-02   1.22014470e-01   1.11196660e-01
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    1.85548033e-01  -1.94674010e-03]
 [ -1.01073250e-02  -1.98063697e-01   1.97892469e-01  -2.56058980e-01
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[[ 0.62711029]
 [ 1.61042444]
 [ 0.27168171]
 [ 0.88183559]
 [-2.68111154]
 [-0.25785036]
 [-1.61222284]
 [ 0.06712588]
 [ 0.69790332]
 [ 0.89267601]]
Progress: 33.6% ... Training loss: 0.281 ... Validation loss: 0.455[[  1.64503071e-01   2.21689598e-01  -1.04237841e-01   1.14382048e-01
   -5.44925357e-01  -7.26797398e-02  -6.88862674e-02   1.22483697e-01
   -5.56336645e-02   1.92116655e-01]
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 [  1.78146380e-01   6.66172677e-01   8.40189140e-03  -3.98766169e-02
    4.80360491e-01  -2.15634236e-02  -7.45036207e-01  -4.06461871e-02
    4.91623420e-02   2.69425385e-01]
 [  1.08665028e-02  -3.39269339e-01  -2.16142887e-01   1.02693243e-01
   -1.68033288e-02   1.46911425e-01   1.67539605e-01   5.92773687e-02
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 [ -1.43545415e-02   1.17246696e-01  -1.47419170e-01   4.39671827e-02
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   -1.64651956e-02  -9.55298143e-03]
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   -1.91625936e-02  -1.33850738e-01]
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   -1.75346557e-01  -2.20521133e-01]
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   -1.81984491e-01  -3.77909810e-01]
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   -5.87915365e-02  -2.52445032e-02]
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   -2.73572247e-01  -9.17692886e-02]
 [ -2.24167304e-01  -3.66954887e-02  -9.49191600e-02  -3.49331051e-01
    1.97131160e-01   1.21057617e-01   1.14265867e-01   1.03074431e-01
   -2.11222555e-01   2.72144724e-02]
 [  1.07817993e-02  -3.89134342e-01  -1.27221234e-01  -1.60806400e-01
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   -1.64758484e-01  -2.21414606e-01]
 [  1.29246771e-01  -2.14683863e-01  -1.47805091e-01  -7.28462277e-03
    6.02199476e-02  -5.39891407e-02   5.85901751e-02  -1.51351548e-01
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 [ -1.16405474e-01   8.57871416e-02   2.63324959e-01  -8.30360106e-03
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   -1.12030146e-01  -5.75124749e-02]
 [ -3.53555341e-01   2.60042697e-02   1.14056036e-02  -3.48813995e-02
    1.75309967e-01  -1.71127661e-01   1.47265506e-02   2.33952819e-01
   -9.33752429e-02   6.65822813e-02]
 [  1.42000566e-01   2.14467624e-02  -2.36300349e-01  -8.94740906e-02
    1.27095562e-01  -2.95358969e-01   7.12114793e-02  -1.68107471e-01
   -3.61009211e-03  -1.94813821e-01]
 [  2.12426656e-01  -1.72949138e-01   6.46324663e-02  -2.01094784e-02
    8.33926694e-02  -3.58989784e-02   2.88501129e-02  -1.36600024e-01
    1.15255386e-01  -1.77712688e-01]
 [ -1.03141154e-01  -6.19096717e-02   1.22263874e-01   1.11977630e-01
    3.49903065e-02  -1.14254928e-01   2.49535970e-01  -7.75944128e-02
    1.86121448e-01  -1.15956392e-03]
 [ -9.24423407e-03  -1.95824068e-01   1.98209140e-01  -2.54828415e-01
   -2.91236140e-02   1.18496075e-01   8.11377962e-02  -1.17426929e-01
    1.71688701e-02   2.14157566e-01]]
[[ 0.63138242]
 [ 1.61599775]
 [ 0.27464107]
 [ 0.88308259]
 [-2.67926437]
 [-0.25349064]
 [-1.61468201]
 [ 0.07157385]
 [ 0.70319881]
 [ 0.8976544 ]]
Progress: 33.7% ... Training loss: 0.281 ... Validation loss: 0.456[[ 0.16027964  0.21109041 -0.10619798  0.10797035 -0.52629904 -0.0708634
  -0.05890575  0.12196941 -0.06042994  0.18609604]
 [ 0.01442739  0.15424368 -0.01924408  0.04541507  0.08783603 -0.00660906
   0.30981906  0.04129152  0.14183032 -0.02752171]
 [ 0.17371726  0.65519036  0.00632838 -0.04703602  0.50126919 -0.01952959
  -0.73516689 -0.04120661  0.04386873  0.26310745]
 [ 0.0098415  -0.34248828 -0.21654204  0.10185033 -0.01443554  0.14720298
   0.17105851  0.05918779  0.07076171  0.21125668]
 [-0.01150796  0.12242442 -0.14614564  0.0481778  -0.01558295 -0.18288431
   0.05360838 -0.11804304 -0.18681574 -0.0252395 ]
 [-0.37904597 -0.58894458 -0.29458424  0.16256399  0.03308497  0.04066239
   0.28050962 -0.03724414 -0.01563477 -0.00882213]
 [-0.00431208 -0.20898833  0.00957858  0.08989415 -0.0043026  -0.07123293
   0.17716526 -0.19061841  0.19372556  0.03165328]
 [ 0.10877093 -0.25021456  0.03293679 -0.07442721  0.08371245 -0.04662919
   0.08204949  0.11948113  0.07683323 -0.02870108]
 [-0.17570951 -0.13496218 -0.30433605 -0.02435213  0.00117961  0.07026184
  -0.15216552 -0.0290732   0.25993023 -0.13468162]
 [ 0.05666031 -0.37882361  0.09049714  0.03335    -0.02328417 -0.11812472
   0.17327674 -0.10337492  0.02373335  0.10711797]
 [-0.09007148 -0.05588687 -0.00195734 -0.15358159  0.01292182  0.02093902
   0.19039154 -0.10339356 -0.02003915 -0.13496523]
 [-0.12296732 -0.15208018 -0.07218175 -0.00885151  0.38968393  0.10302551
   0.11063801 -0.01670555 -0.17522978 -0.2204235 ]
 [-0.15707482  0.00429642  0.06186095  0.02152832 -0.17187578 -0.2196707
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 [-0.26084593 -0.30594792  0.1037216   0.23800245 -0.09648613 -0.0720449
   0.04567251 -0.25847212 -0.24877874 -0.05659102]
 [ 0.10754012 -0.15792338 -0.02002659  0.12357837 -0.03812854 -0.08879136
   0.21298423  0.00358527  0.0309228   0.0104744 ]
 [ 0.03756018 -0.08986984 -0.21075325  0.15171017 -0.0456026   0.08391622
  -0.04672979 -0.01980681 -0.08941339 -0.00426409]
 [-0.1158427  -0.06035241 -0.20021772  0.16376947 -0.01635664  0.13180959
  -0.0026128  -0.24976548  0.0762075  -0.19105597]
 [-0.07380262 -0.05280052  0.27339869  0.09185525  0.1385244  -0.05899602
  -0.10934383  0.12012152  0.06794184  0.02769076]
 [ 0.05672962 -0.02605575  0.08804192  0.08835511  0.05305133 -0.01718501
   0.22694103  0.12051428 -0.02821241 -0.06276514]
 [ 0.01057456 -0.14949196 -0.29078318 -0.04928987  0.16285549 -0.09236698
   0.15543993  0.16363637  0.11014342 -0.02829302]
 [ 0.0470065  -0.02012412 -0.1175172   0.04093081 -0.08721524  0.32282336
   0.26808647  0.20459573 -0.16309605 -0.06455569]
 [ 0.00149559 -0.01313399  0.12251824  0.10519992  0.00129718  0.10575254
  -0.1207091  -0.04162202  0.21280016  0.07721005]
 [ 0.11124882  0.07947681 -0.04512164 -0.0969904  -0.10096354 -0.33054574
   0.1122299   0.00877406  0.14421497  0.09128909]
 [-0.10027242 -0.01269087 -0.01555279  0.02272874  0.00427377 -0.20386934
  -0.08097994 -0.01990311  0.01627924  0.12772394]
 [-0.15174168 -0.10038529 -0.20000743 -0.01159592 -0.26439533 -0.0022284
   0.02266707 -0.0243669  -0.00323152  0.05221424]
 [-0.03120097 -0.1021593  -0.07518248 -0.12808017  0.53346771  0.27629758
   0.57370195  0.11298351 -0.18255944 -0.3785886 ]
 [-0.01775803 -0.39809166 -0.03071379 -0.07481723  0.66429459  0.10139448
   0.53177369  0.09131379  0.02838021 -0.38598985]
 [ 0.01086094 -0.452395   -0.04338617 -0.1074248   0.67605628  0.02351629
   0.4990669   0.04868033 -0.36384863 -0.21922123]
 [-0.16953257 -0.59620673 -0.00908611 -0.20195125  0.7652205  -0.09120221
   0.62378802 -0.08277485 -0.06670422  0.08484385]
 [-0.29238426 -0.40843933  0.05630353 -0.04539377  0.90891178  0.14151472
   0.42553094  0.04777503 -0.0871474  -0.13436677]
 [-0.20660346 -0.31093653  0.25074893 -0.24526341  0.67035771 -0.04376409
   0.6946148   0.01292246 -0.25889403 -0.03025292]
 [-0.12941481 -0.22339339 -0.18052735 -0.10008216  0.48590548 -0.23050136
   0.17830744  0.16905167 -0.00839486 -0.1178114 ]
 [ 0.10880937  0.23963152  0.16306428 -0.09459322 -0.07039072  0.051044
  -0.14547097  0.28277241  0.07283573  0.17564868]
 [ 0.34802578  0.32278596 -0.08345382  0.31105977 -0.87489921 -0.28698647
  -0.4767483   0.17720773  0.38166908 -0.03426102]
 [ 0.04515589  0.12991669  0.25217892  0.24669522 -0.0513184  -0.19517325
  -0.17291008 -0.13318302 -0.14185388 -0.2922784 ]
 [ 0.02425486 -0.06152074 -0.11806661 -0.05317696  0.23217248  0.04024311
  -0.00806813 -0.18454639  0.03485911  0.20877745]
 [ 0.0017612  -0.04853995 -0.06668869 -0.05038279 -0.02683566 -0.17742114
   0.08356088  0.01003598  0.0376692   0.00555146]
 [ 0.02786014  0.07074142  0.24368478  0.07226824 -0.22328695 -0.13450474
   0.11242479  0.03948073 -0.18687223  0.10558855]
 [ 0.0728646   0.035797    0.10798229  0.00850481 -0.24248009  0.06829488
   0.06080009 -0.27075844 -0.01659385 -0.08775831]
 [-0.00781245  0.1011656   0.08612172 -0.02551027 -0.05655177  0.17936969
   0.08920681  0.11879428 -0.01799841  0.17668498]
 [ 0.21674187  0.0603957   0.02667354  0.07472983  0.0552023  -0.02152138
  -0.15604808  0.1479213  -0.05948307 -0.02612595]
 [ 0.04540246  0.00178653  0.01817634  0.04535137 -0.42297164 -0.12405478
  -0.21349809  0.04150195  0.12239572  0.19675663]
 [ 0.04488787  0.50697141  0.12210908  0.4151697  -1.12348339 -0.30338045
  -0.59537954 -0.07235737  0.2866021   0.32838993]
 [ 0.18309152  0.50964261  0.06801924  0.43170056 -0.92474252 -0.08589381
  -0.45071885  0.15155229  0.21468849  0.48974623]
 [ 0.2587066   0.31569473  0.24793077  0.15259339 -0.44222774  0.07890006
  -0.22483573  0.16302116  0.24310605  0.08273229]
 [-0.07077618  0.22806457  0.24281555  0.0209262  -0.05100259  0.12943496
  -0.10793928 -0.01485684 -0.02937113  0.05452121]
 [-0.09773851 -0.00275217  0.0252073   0.09465838 -0.05518652  0.11555914
   0.25114055  0.02024652 -0.27378875 -0.0920552 ]
 [-0.22421721 -0.03686847 -0.09494757 -0.34940073  0.19734876  0.121077
   0.11443623  0.10306897 -0.21127429  0.02713889]
 [ 0.01044732 -0.38996885 -0.12737123 -0.16128537  0.37125593  0.02581262
   0.18379625  0.15250781 -0.16512558 -0.22191106]
 [ 0.12763398 -0.21939142 -0.14864461 -0.00988027  0.06796267 -0.0532387
   0.06223578 -0.15156743  0.12438275 -0.13666351]
 [-0.11716798  0.08379491  0.26301687 -0.00934481  0.15755643  0.08172331
   0.0333651  -0.29765448 -0.11288878 -0.05858534]
 [-0.35582936  0.02014723  0.01040978 -0.0381547   0.18433996 -0.17016754
   0.0203169   0.2336949  -0.0959557   0.06335853]
 [ 0.14136868  0.01926578 -0.23661371 -0.09047669  0.12948196 -0.29509912
   0.07343435 -0.16817932 -0.00434356 -0.19579737]
 [ 0.21255793 -0.17298971  0.06469833 -0.01993992  0.08275927 -0.0359772
   0.02910238 -0.13657978  0.11540591 -0.17756301]
 [-0.1038196  -0.06335778  0.12195876  0.11099006  0.03743786 -0.11397773
   0.25096171 -0.07767642  0.18537062 -0.00211389]
 [-0.00845567 -0.19313009  0.19857093 -0.25368682 -0.03332907  0.1181919
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[[ 0.61021256]
 [ 1.59808055]
 [ 0.25605543]
 [ 0.86468328]
 [-2.69948145]
 [-0.26947454]
 [-1.63107478]
 [ 0.05161938]
 [ 0.6828334 ]
 [ 0.87647231]]
Progress: 33.8% ... Training loss: 0.288 ... Validation loss: 0.458[[  1.61936421e-01   2.15272222e-01  -1.05472354e-01   1.10430823e-01
   -5.33305435e-01  -7.16160919e-02  -6.32814238e-02   1.22116509e-01
   -5.86596389e-02   1.88371653e-01]
 [  1.44406144e-02   1.54156853e-01  -1.92456735e-02   4.54857709e-02
    8.72467248e-02  -6.61858243e-03   3.09932607e-01   4.12936709e-02
    1.41828976e-01  -2.75247557e-02]
 [  1.72843467e-01   6.55275108e-01   5.85727795e-03  -4.89206782e-02
    5.05082706e-01  -1.89655307e-02  -7.34473529e-01  -4.12974632e-02
    4.26006972e-02   2.61471591e-01]
 [  1.22663051e-02  -3.37417347e-01  -2.15458079e-01   1.05501058e-01
   -2.26409550e-02   1.45985613e-01   1.65537672e-01   5.94127316e-02
    7.36204602e-02   2.15051575e-01]
 [ -1.55389235e-02   1.12105012e-01  -1.47904088e-01   4.23053653e-02
    2.01111138e-03  -1.81022789e-01   6.44037202e-02  -1.18385448e-01
   -1.91410040e-01  -3.12908090e-02]
 [ -3.78218280e-01  -5.88280516e-01  -2.94182739e-01   1.64170860e-01
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   -1.45081428e-02  -7.42583577e-03]
 [ -3.95976993e-03  -2.08807927e-01   9.71527332e-03   9.02784464e-02
   -4.78412583e-03  -7.13352293e-02   1.76609241e-01  -1.90580260e-01
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 [  1.10161752e-01  -2.46363736e-01   3.35482434e-02  -7.23042333e-02
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 [ -1.73933292e-01  -1.30914244e-01  -3.03621273e-01  -2.19050976e-02
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 [  5.92477531e-02  -3.73726809e-01   9.15596030e-02   3.71655285e-02
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 [ -8.80314021e-02  -5.11359336e-02  -1.04020695e-03  -1.50514717e-01
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   -1.76297877e-02  -1.31948547e-01]
 [ -1.23247802e-01  -1.53184683e-01  -7.22969345e-02  -9.17273899e-03
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   -1.75515768e-01  -2.20759603e-01]
 [ -1.57074816e-01   4.29642250e-03   6.18609527e-02   2.15283224e-02
   -1.71875777e-01  -2.19670702e-01  -1.77826155e-01  -1.97032669e-01
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 [ -2.60551451e-01  -3.05904414e-01   1.03884281e-01   2.38729524e-01
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 [  1.07510267e-01  -1.58184481e-01  -2.00279231e-02   1.23545191e-01
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 [  3.74865962e-02  -9.00050033e-02  -2.10779913e-01   1.51634640e-01
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 [ -1.16415723e-01  -6.20753435e-02  -2.00448553e-01   1.62932732e-01
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 [  5.64101073e-02  -2.70721753e-02   8.78749107e-02   8.78072227e-02
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 [  1.10889200e-02  -1.48049293e-01  -2.90564894e-01  -4.84922982e-02
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 [  4.77247060e-02  -1.81520907e-02  -1.17197200e-01   4.19706716e-02
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 [ -1.00319604e-01  -1.28018777e-02  -1.55712516e-02   2.26613503e-02
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   -1.81966713e-01  -3.77873281e-01]
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 [  1.09594034e-02  -4.52591345e-01  -4.33470533e-02  -1.07264076e-01
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 [  1.27526937e-01  -2.19168154e-01  -1.48702106e-01  -9.92165079e-03
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 [ -3.55399915e-01   2.07569236e-02   1.06085949e-02  -3.75415918e-02
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 [ -1.02899957e-01  -6.21258704e-02   1.22364396e-01   1.12383013e-01
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    1.86465746e-01  -7.65079749e-04]
 [ -8.10955885e-03  -1.92728595e-01   1.98736403e-01  -2.53124606e-01
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[[ 0.62552399]
 [ 1.60863507]
 [ 0.27097461]
 [ 0.88120193]
 [-2.68852413]
 [-0.25404441]
 [-1.61369356]
 [ 0.06842061]
 [ 0.70151145]
 [ 0.89334051]]
Progress: 33.8% ... Training loss: 0.279 ... Validation loss: 0.461[[ 0.1615214   0.21394203 -0.10565924  0.10971117 -0.5315892  -0.07134289
  -0.06202829  0.12206691 -0.05916422  0.18778816]
 [ 0.01440257  0.15409736 -0.0192654   0.04542232  0.08743305 -0.00659715
   0.30997249  0.04128747  0.14178984 -0.02758674]
 [ 0.17407043  0.65733292  0.0062691  -0.04785604  0.50418736 -0.01929498
  -0.73769175 -0.04120763  0.04366227  0.26311531]
 [ 0.01068018 -0.3398407  -0.21615468  0.10333756 -0.01616597  0.14651439
   0.16934848  0.05926902  0.07153315  0.21301895]
 [-0.01725955  0.10711591 -0.14867414  0.03972101  0.0106909  -0.1801995
   0.06905284 -0.11860513 -0.19324864 -0.0340834 ]
 [-0.37948802 -0.59039942 -0.29469861  0.16257586  0.02992257  0.04060394
   0.2820925  -0.03728686 -0.01591358 -0.00918099]
 [-0.00350397 -0.20810732  0.00991298  0.09084927 -0.00561317 -0.07145008
   0.17541205 -0.19053982  0.19445692  0.03266257]
 [ 0.11029934 -0.24612523  0.03352604 -0.07239181  0.07684125 -0.04727665
   0.07748207  0.11960407  0.07835036 -0.02647618]
 [-0.17321003 -0.12969467 -0.30330595 -0.02090488 -0.00821353  0.06920066
  -0.15779729 -0.02884653  0.26259474 -0.13136798]
 [ 0.05954603 -0.37307692  0.09157819  0.03724222 -0.0367113  -0.11927503
   0.16633719 -0.1031583   0.0264714   0.11072665]
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 [-0.12311448 -0.15315186 -0.07218237 -0.00874813  0.38961004  0.10301412
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 [-0.26090278 -0.30605955  0.10374934  0.23829885 -0.09884739 -0.07213298
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 [ 0.10743182 -0.15847937 -0.02006153  0.12347182 -0.03780056 -0.08879543
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  -0.00258981 -0.24973887  0.07638953 -0.19087848]
 [-0.07230919 -0.04926581  0.2740412   0.09400384  0.13281415 -0.05967575
  -0.11319911  0.12026427  0.06948467  0.02983773]
 [ 0.05546407 -0.02939092  0.08744827  0.0864226   0.05842613 -0.0166103
   0.23026415  0.12037882 -0.02970828 -0.06456042]
 [ 0.01144909 -0.14708948 -0.29042344 -0.04810088  0.15864184 -0.09274497
   0.15283837  0.16371693  0.11106566 -0.02709489]
 [ 0.04733638 -0.01948083 -0.11742314  0.04125091 -0.08816834  0.32270778
   0.26730771  0.20460211 -0.16277835 -0.06424287]
 [ 0.00382391 -0.00696127  0.12350887  0.10859455 -0.00877055  0.10473141
  -0.12682445 -0.04139572  0.21524873  0.08063428]
 [ 0.11232326  0.08200246 -0.04466396 -0.09552521 -0.10528727 -0.33098806
   0.10967948  0.00887974  0.14535741  0.09269132]
 [-0.10111428 -0.01493204 -0.01590999  0.02158017  0.0073213  -0.20353687
  -0.07880782 -0.01999502  0.0154459   0.1265429 ]
 [-0.15047072 -0.09844717 -0.19948856 -0.00975193 -0.26880616 -0.00278799
   0.01991209 -0.02424536 -0.00182591  0.05404025]
 [-0.0305812  -0.1011257  -0.07491423 -0.12713945  0.53070296  0.27601258
   0.57261235  0.11304317 -0.18183514 -0.37768326]
 [-0.01796943 -0.39860476 -0.0308021  -0.07511481  0.6653424   0.10148378
   0.53229241  0.09129096  0.02814411 -0.38629922]
 [ 0.01103921 -0.45245101 -0.04331159 -0.10712273  0.67515727  0.02342863
   0.49895859  0.04870164 -0.3636169  -0.21890874]
 [-0.16981568 -0.59670979 -0.00920771 -0.20235672  0.76640243 -0.0910816
   0.62441333 -0.08280178 -0.06702311  0.08446759]
 [-0.29253871 -0.40879167  0.05626182 -0.04553728  0.90921849  0.14155938
   0.4259075   0.04777143 -0.08727656 -0.13449033]
 [-0.20591106 -0.3099303   0.25112341 -0.24400574  0.66697154 -0.044147
   0.69365273  0.01300417 -0.25792744 -0.02909296]
 [-0.12949047 -0.22371905 -0.18054806 -0.10015546  0.48611089 -0.2304793
   0.17862866  0.16904759 -0.00844699 -0.11789573]
 [ 0.1084895   0.2392555   0.16285781 -0.09516575 -0.06913123  0.0511712
  -0.14516996  0.28271799  0.0722297   0.17525952]
 [ 0.34879511  0.32441457 -0.08316418  0.3120221  -0.87714931 -0.2872948
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 [ 0.04530299  0.12992675  0.25225086  0.24693615 -0.05185255 -0.19524925
  -0.17308832 -0.1331672  -0.14167144 -0.29204498]
 [ 0.02469268 -0.06037738 -0.11785093 -0.05243755  0.22985672  0.0400357
  -0.0091561  -0.18449694  0.03542189  0.20941297]
 [ 0.00149428 -0.04953202 -0.06680491 -0.0508021  -0.02539926 -0.17731254
   0.08448682  0.01001225  0.03734884  0.00513906]
 [ 0.02789742  0.07124179  0.24369605  0.07233502 -0.22342365 -0.13455025
   0.1120661   0.03947588 -0.18687051  0.10563198]
 [ 0.073127    0.03645229  0.10808779  0.00876418 -0.24364553  0.06819522
   0.05994259 -0.27073117 -0.01636927 -0.08749712]
 [-0.00700699  0.10312275  0.0864781  -0.02438569 -0.06000183  0.17903053
   0.08719757  0.11888373 -0.01711609  0.17779536]
 [ 0.21656573  0.05986681  0.02656863  0.07440412  0.05578201 -0.02143655
  -0.1557101   0.14789452 -0.05974188 -0.02645401]
 [ 0.04605423  0.00391098  0.01848358  0.04641982 -0.42628804 -0.12437362
  -0.21536056  0.04156833  0.1231686   0.19774011]
 [ 0.04543227  0.50752158  0.12234062  0.41592702 -1.12555347 -0.30349988
  -0.59623932 -0.07229569  0.28720577  0.3291547 ]
 [ 0.18375425  0.51130155  0.06827669  0.43257907 -0.92796042 -0.08619392
  -0.45269453  0.15158775  0.21548654  0.49059675]
 [ 0.25859281  0.31529289  0.24786298  0.15245979 -0.44211597  0.0789691
  -0.22446376  0.16301778  0.24290766  0.08256846]
 [-0.07120069  0.22711469  0.24261479  0.02025223 -0.04914481  0.12963178
  -0.10696531 -0.01490438 -0.02988328  0.05384934]
 [-0.09746455 -0.00185015  0.02533119  0.09508681 -0.05661321  0.11543141
   0.25021271  0.02026933 -0.27345205 -0.09163738]
 [-0.22402814 -0.03642238 -0.09488617 -0.34912821  0.19642716  0.12099016
   0.11390049  0.10308254 -0.2110724   0.0273982 ]
 [ 0.01059538 -0.38980333 -0.12731265 -0.16108988  0.37038643  0.02574983
   0.18347297  0.15251868 -0.16499258 -0.22172957]
 [ 0.1272648  -0.21974285 -0.14887112 -0.01040118  0.06865439 -0.05305177
   0.06320374 -0.15162263  0.12377064 -0.13741009]
 [-0.1168764   0.08466028  0.26311009 -0.00891751  0.15617376  0.08161119
   0.03268359 -0.29763106 -0.11267724 -0.05836139]
 [-0.35441332  0.02231518  0.01106661 -0.03613841  0.17957375 -0.17072327
   0.01749181  0.23383971 -0.09426288  0.06555352]
 [ 0.14252321  0.02215557 -0.23611065 -0.08873849  0.12363417 -0.2956826
   0.07055324 -0.16807173 -0.00301789 -0.19410581]
 [ 0.21384031 -0.17035271  0.06521063 -0.01814043  0.07788957 -0.03651085
   0.02568389 -0.1364603   0.11659228 -0.17588804]
 [-0.10351446 -0.06419371  0.12212433  0.11167601  0.03454504 -0.11422354
   0.25124624 -0.07764785  0.18593486 -0.00154907]
 [-0.00814222 -0.19171982  0.19870584 -0.25338351 -0.03499891  0.11805151
   0.07716023 -0.11732712  0.01836397  0.21576167]]
[[ 0.62515002]
 [ 1.6098199 ]
 [ 0.27190576]
 [ 0.87977838]
 [-2.68702423]
 [-0.25410059]
 [-1.61631812]
 [ 0.06763272]
 [ 0.70273449]
 [ 0.89284663]]
Progress: 33.9% ... Training loss: 0.279 ... Validation loss: 0.459[[  1.59884703e-01   2.10513414e-01  -1.06295907e-01   1.07358769e-01
   -5.24825323e-01  -7.06877436e-02  -5.82483983e-02   1.21899028e-01
   -6.08195266e-02   1.85723947e-01]
 [  1.42850568e-02   1.53844782e-01  -1.93190910e-02   4.52549101e-02
    8.79512454e-02  -6.54444495e-03   3.10240290e-01   4.12734008e-02
    1.41656623e-01  -2.77236258e-02]
 [  1.75110036e-01   6.60353166e-01   6.83367035e-03  -4.60918327e-02
    4.97557713e-01  -1.97667615e-02  -7.39844579e-01  -4.10652072e-02
    4.50400272e-02   2.64958105e-01]
 [  1.10237439e-02  -3.39397995e-01  -2.15958645e-01   1.04172373e-01
   -1.87923512e-02   1.46306836e-01   1.68257315e-01   5.93007257e-02
    7.19848657e-02   2.13576296e-01]
 [ -1.52838202e-02   1.11624364e-01  -1.47982413e-01   4.22419636e-02
    3.81993895e-03  -1.80916835e-01   6.43205680e-02  -1.18406204e-01
   -1.91322944e-01  -3.17048090e-02]
 [ -3.79407293e-01  -5.89967173e-01  -2.94686920e-01   1.62605096e-01
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   -1.58565688e-02  -9.04081087e-03]
 [ -5.22948647e-03  -2.12270142e-01   9.20442732e-03   8.83587977e-02
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    6.79539497e-02  -4.80710455e-02   7.27676736e-02   1.19825333e-01
    8.06287606e-02  -2.34205495e-02]
 [ -1.72862310e-01  -1.29117472e-01  -3.03129211e-01  -2.03366440e-02
   -9.96920394e-03   6.90253585e-02  -1.58691651e-01  -2.88037573e-02
    2.63068897e-01  -1.30784835e-01]
 [  5.86535823e-02  -3.74393476e-01   9.12792117e-02   3.60862404e-02
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[[ 0.62937093]
 [ 1.61584995]
 [ 0.27353686]
 [ 0.88267753]
 [-2.68581756]
 [-0.25220319]
 [-1.61708814]
 [ 0.07181388]
 [ 0.70597128]
 [ 0.89596647]]
Progress: 33.9% ... Training loss: 0.279 ... Validation loss: 0.458[[  1.60397938e-01   2.11115059e-01  -1.06124934e-01   1.07753422e-01
   -5.25969440e-01  -7.07791492e-02  -5.88290279e-02   1.21938464e-01
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 [  1.75774605e-01   6.62087635e-01   7.06646782e-03  -4.58193083e-02
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   -1.73211964e-01  -2.18037539e-01]
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 [  1.42299188e-01   2.15045534e-02  -2.36197685e-01  -8.88992821e-02
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   -3.20797602e-03  -1.94227236e-01]
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 [ -1.04475978e-01  -6.70915891e-02   1.21691871e-01   1.10294449e-01
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    1.84738593e-01  -2.92196102e-03]
 [ -8.58136993e-03  -1.92290781e-01   1.98589011e-01  -2.53889784e-01
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[[ 0.62739951]
 [ 1.61879801]
 [ 0.2723356 ]
 [ 0.88252185]
 [-2.68869768]
 [-0.25377651]
 [-1.62246096]
 [ 0.07090164]
 [ 0.70532172]
 [ 0.89582481]]
Progress: 34.0% ... Training loss: 0.278 ... Validation loss: 0.456[[  1.64484858e-01   2.21903426e-01  -1.04246329e-01   1.13807118e-01
   -5.44081707e-01  -7.24509758e-02  -6.95204883e-02   1.22405402e-01
   -5.55116548e-02   1.91668918e-01]
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    1.41503218e-01  -2.79061260e-02]
 [  1.79600246e-01   6.72394434e-01   8.79881817e-03  -4.03391519e-02
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    4.96927853e-02   2.70302233e-01]
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   -1.44806325e-02   1.46541759e-01   1.73336777e-01   5.92892543e-02
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   -1.88124195e-01  -2.82056905e-02]
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   -1.77176619e-02  -1.14251247e-02]
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   -1.49805562e-02  -1.28562183e-01]
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   -1.73145016e-01  -2.17991147e-01]
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 [  1.18840325e-02  -1.45745920e-01  -2.90227346e-01  -4.74782400e-02
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   -1.81987964e-01  -3.77933132e-01]
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 [  4.51087168e-02   1.29393706e-01   2.52143895e-01   2.46564154e-01
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   -2.10953783e-01   2.75234715e-02]
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   -1.65893783e-01  -2.22874930e-01]
 [  1.27653087e-01  -2.18402312e-01  -1.48735873e-01  -9.72405796e-03
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 [ -1.16664263e-01   8.50758114e-02   2.63254428e-01  -8.55592075e-03
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   -1.12421599e-01  -5.82358210e-02]
 [ -3.51875349e-01   2.64985743e-02   1.21991968e-02  -3.25530224e-02
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   -9.12810039e-02   6.89837117e-02]
 [  1.41831934e-01   2.05696263e-02  -2.36337337e-01  -8.94388383e-02
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   -3.59873087e-03  -1.94802212e-01]
 [  2.14225101e-01  -1.69125602e-01   6.54113213e-02  -1.76980996e-02
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    1.17034703e-01  -1.75283169e-01]
 [ -1.04169494e-01  -6.66438518e-02   1.21883629e-01   1.10944397e-01
    3.59071043e-02  -1.14027071e-01   2.53036059e-01  -7.76965902e-02
    1.85257534e-01  -2.32357681e-03]
 [ -6.48628047e-03  -1.86637763e-01   1.99462664e-01  -2.50913395e-01
   -4.72670402e-02   1.17359259e-01   7.24827496e-02  -1.17176753e-01
    2.05409787e-02   2.18268615e-01]]
[[ 0.64315852]
 [ 1.63538997]
 [ 0.28761606]
 [ 0.89654595]
 [-2.67604862]
 [-0.24139012]
 [-1.61214214]
 [ 0.08275224]
 [ 0.71823004]
 [ 0.91269217]]
Progress: 34.0% ... Training loss: 0.293 ... Validation loss: 0.466[[  1.60246539e-01   2.12301082e-01  -1.06208889e-01   1.07828656e-01
   -5.28477264e-01  -7.08675140e-02  -5.98710435e-02   1.21846886e-01
   -6.03660967e-02   1.85692367e-01]
 [  1.42258591e-02   1.53693918e-01  -1.93677097e-02   4.51207764e-02
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    1.41546248e-01  -2.78559200e-02]
 [  1.81298297e-01   6.74229886e-01   9.58217649e-03  -3.82086049e-02
    4.80167324e-01  -2.20414615e-02  -7.54168106e-01  -4.03493498e-02
    5.16844030e-02   2.73043509e-01]
 [  1.05877370e-02  -3.45069408e-01  -2.15969190e-01   1.03914476e-01
   -1.23599396e-02   1.46481687e-01   1.73892513e-01   5.93405503e-02
    7.23660322e-02   2.13507309e-01]
 [ -1.12957914e-02   1.21729967e-01  -1.46279651e-01   4.78569950e-02
   -1.46091873e-02  -1.82567692e-01   5.29550482e-02  -1.17912922e-01
   -1.86698548e-01  -2.64764125e-02]
 [ -3.84455943e-01  -6.01171814e-01  -2.96994370e-01   1.55934370e-01
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   -2.14162506e-02  -1.61053205e-02]
 [ -3.65639079e-03  -2.08313919e-01   9.83164831e-03   9.05372158e-02
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   -2.38371352e-03   6.97771152e-02  -1.52725131e-01  -2.90353460e-02
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   -1.70200591e-02  -1.31329787e-01]
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   -1.74200733e-01  -2.19331444e-01]
 [ -1.57074816e-01   4.29642250e-03   6.18609527e-02   2.15283224e-02
   -1.71875777e-01  -2.19670702e-01  -1.77826155e-01  -1.97032669e-01
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 [ -2.63007318e-01  -3.10275754e-01   1.02729125e-01   2.35361853e-01
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   -2.51202046e-01  -5.97465339e-02]
 [  1.04389474e-01  -1.65023252e-01  -2.14256982e-02   1.19277822e-01
   -2.65177165e-02  -8.76511043e-02   2.19554019e-01   3.21302731e-03
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 [  3.68893837e-02  -9.17563292e-02  -2.11001219e-01   1.51058903e-01
   -4.52663268e-02   8.41262852e-02  -4.43945614e-02  -1.98607400e-02
   -9.00514730e-02  -4.92173778e-03]
 [ -1.14563893e-01  -5.80909192e-02  -1.99658099e-01   1.65537213e-01
   -1.96735749e-02   1.31389760e-01  -5.48264300e-03  -2.49628992e-01
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 [ -7.26919060e-02  -5.10021881e-02   2.73836987e-01   9.33543622e-02
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 [  5.57256477e-02  -2.85114702e-02   8.75903679e-02   8.67873376e-02
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   -2.94510593e-02  -6.41161276e-02]
 [  1.11989828e-02  -1.47244078e-01  -2.90583301e-01  -4.85890623e-02
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 [  4.88673921e-02  -1.56084947e-02  -1.16656108e-01   4.37144386e-02
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   -1.60852674e-01  -6.18054759e-02]
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   -1.27316550e-02   1.04355368e-01  -1.28426560e-01  -4.12797140e-02
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 [  1.10072536e-01   7.62424887e-02  -4.55933046e-02  -9.87273787e-02
   -9.69677650e-02  -3.30135124e-01   1.15563513e-01   8.62752408e-03
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   -2.70837547e-01  -2.89558304e-03   1.96188764e-02  -2.42134752e-02
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 [ -3.07279880e-02  -1.01863540e-01  -7.49675092e-02  -1.27306199e-01
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   -1.81955233e-01  -3.77889955e-01]
 [ -1.81192236e-02  -3.99652770e-01  -3.08617259e-02  -7.52787622e-02
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    2.80579219e-02  -3.86604972e-01]
 [  1.00338940e-02  -4.55220059e-01  -4.37711848e-02  -1.08514936e-01
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   -3.64718284e-01  -2.20273863e-01]
 [ -1.70065759e-01  -5.97510071e-01  -9.30087440e-03  -2.02610566e-01
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   -6.71937235e-02   8.43157811e-02]
 [ -2.93958078e-01  -4.12216734e-01   5.56826646e-02  -4.74644613e-02
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   -8.87719583e-02  -1.36273006e-01]
 [ -2.05872754e-01  -3.10214672e-01   2.51188619e-01  -2.43773158e-01
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   -2.57744519e-01  -2.88521048e-02]
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   -8.31659759e-03  -1.17759446e-01]
 [  1.07906097e-01   2.38845382e-01   1.62570186e-01  -9.60516474e-02
   -6.70232374e-02   5.14326512e-02  -1.44468935e-01   2.82624650e-01
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 [  3.48566494e-01   3.23699593e-01  -8.31711252e-02   3.11884349e-01
   -8.77869036e-01  -2.87266492e-01  -4.78010611e-01   1.77239275e-01
    3.82402920e-01  -3.34044724e-02]
 [  4.51731688e-02   1.29613570e-01   2.52172683e-01   2.46666534e-01
   -5.09430566e-02  -1.95181026e-01  -1.72837626e-01  -1.33184658e-01
   -1.41886217e-01  -2.92303801e-01]
 [  2.46030950e-02  -6.04092171e-02  -1.17866873e-01  -5.25152516e-02
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 [  1.32995794e-03  -4.97960382e-02  -6.68784009e-02  -5.10659064e-02
   -2.45855310e-02  -1.77253557e-01   8.47179086e-02   9.98904832e-03
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 [  2.81102546e-02   7.19974057e-02   2.43761075e-01   7.26388169e-02
   -2.24548168e-01  -1.34632314e-01   1.11287874e-01   3.95002376e-02
   -1.86616219e-01   1.05865058e-01]
 [  7.21635398e-02   3.46574559e-02   1.07608616e-01   7.21454025e-03
   -2.38855151e-01   6.85776604e-02   6.18839741e-02  -2.70875545e-01
   -1.75940089e-02  -8.89220837e-02]
 [ -7.39370107e-03   1.03019331e-01   8.63122257e-02  -2.49615334e-02
   -5.84723987e-02   1.79165195e-01   8.74861094e-02   1.18841465e-01
   -1.75971488e-02   1.77256585e-01]
 [  2.18285946e-01   6.41918162e-02   2.73748049e-02   7.69549751e-02
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   -5.77184054e-02  -2.40698269e-02]
 [  4.59548927e-02   4.38755751e-03   1.84141503e-02   4.62416243e-02
   -4.26398074e-01  -1.24348354e-01  -2.15615584e-01   4.15373804e-02
    1.22983749e-01   1.97607307e-01]
 [  4.59815130e-02   5.08190468e-01   1.22542528e-01   4.16606330e-01
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 [  2.58173721e-01   3.14998744e-01   2.47712669e-01   1.52085584e-01
   -4.41597172e-01   7.90751308e-02  -2.24292331e-01   1.62967686e-01
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 [ -7.15211962e-02   2.26049294e-01   2.42450948e-01   1.97989283e-02
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   -3.02586908e-02   5.33660603e-02]
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   -2.73803416e-01  -9.21147343e-02]
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   -2.10844954e-01   2.76586761e-02]
 [  9.47618149e-03  -3.92833751e-01  -1.27810489e-01  -1.62682585e-01
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   -1.66265089e-01  -2.23333343e-01]
 [  1.26336773e-01  -2.20388617e-01  -1.49343676e-01  -1.15128730e-02
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    1.22841336e-01  -1.38723169e-01]
 [ -1.17898950e-01   8.20306071e-02   2.62693287e-01  -1.02724273e-02
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   -1.13825493e-01  -6.00047868e-02]
 [ -3.52648688e-01   2.47810173e-02   1.18325141e-02  -3.36630951e-02
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   -9.21747723e-02   6.78800378e-02]
 [  1.40586762e-01   1.77792080e-02  -2.36880064e-01  -9.11579657e-02
    1.30664268e-01  -2.95125797e-01   7.48886688e-02  -1.68271044e-01
   -4.98910346e-03  -1.96515835e-01]
 [  2.12318033e-01  -1.73323479e-01   6.45338876e-02  -2.04228603e-02
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    1.14891683e-01  -1.78024743e-01]
 [ -1.03942156e-01  -6.63248006e-02   1.21975259e-01   1.11226870e-01
    3.51905953e-02  -1.14116900e-01   2.52508316e-01  -7.76687874e-02
    1.85490938e-01  -2.06248707e-03]
 [ -7.36039334e-03  -1.88464518e-01   1.99020120e-01  -2.52247820e-01
   -4.48609736e-02   1.17720590e-01   7.43808745e-02  -1.17296760e-01
    1.94470745e-02   2.17046312e-01]]
[[ 0.62060109]
 [ 1.62041361]
 [ 0.2641031 ]
 [ 0.87007141]
 [-2.69524946]
 [-0.26201992]
 [-1.64065342]
 [ 0.06202361]
 [ 0.69327511]
 [ 0.88921732]]
Progress: 34.0% ... Training loss: 0.280 ... Validation loss: 0.448[[  1.66005199e-01   2.25955846e-01  -1.03809254e-01   1.16069415e-01
   -5.51533572e-01  -7.33342615e-02  -7.43958255e-02   1.22437816e-01
   -5.38018465e-02   1.93930174e-01]
 [  1.43883632e-02   1.54120760e-01  -1.92981417e-02   4.53487541e-02
    8.76891764e-02  -6.57142480e-03   3.09917954e-01   4.12797950e-02
    1.41726450e-01  -2.76353821e-02]
 [  1.82760058e-01   6.79095262e-01   1.03336216e-02  -3.56919748e-02
    4.73775800e-01  -2.27949584e-02  -7.59574552e-01  -4.01719710e-02
    5.35368496e-02   2.75439780e-01]
 [  1.27436719e-02  -3.41565125e-01  -2.15191548e-01   1.06679850e-01
   -1.70461869e-02   1.45582413e-01   1.68852963e-01   5.95496685e-02
    7.47048640e-02   2.16767496e-01]
 [ -1.35942995e-02   1.15756050e-01  -1.47250647e-01   4.44817774e-02
   -6.17727178e-03  -1.81547584e-01   5.93617229e-02  -1.18158327e-01
   -1.89148194e-01  -3.02878789e-02]
 [ -3.83007556e-01  -5.98302718e-01  -2.96521223e-01   1.57722057e-01
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   -1.98493809e-02  -1.42277428e-02]
 [ -1.85957195e-03  -2.04378214e-01   1.05767168e-02   9.31381681e-02
   -1.11449227e-02  -7.21810048e-02   1.71618407e-01  -1.90414738e-01
    1.96349036e-01   3.48132643e-02]
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    5.25700641e-02  -4.94479784e-02   6.46088416e-02   1.20171837e-01
    8.43385082e-02  -1.92128059e-02]
 [ -1.75059094e-01  -1.35056887e-01  -3.03996514e-01  -2.34440640e-02
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[[ 0.63917609]
 [ 1.63257511]
 [ 0.27764963]
 [ 0.88759971]
 [-2.68364782]
 [-0.24768551]
 [-1.62447601]
 [ 0.07717512]
 [ 0.71077099]
 [ 0.9069291 ]]
Progress: 34.1% ... Training loss: 0.286 ... Validation loss: 0.455[[  1.62441341e-01   2.16114511e-01  -1.05395062e-01   1.11166021e-01
   -5.38758732e-01  -7.18783969e-02  -6.47892063e-02   1.22000405e-01
   -5.76359899e-02   1.89032708e-01]
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 [  1.79619659e-01   6.71599210e-01   8.96186002e-03  -4.03656557e-02
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    5.01051682e-02   2.71036941e-01]
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   -1.73355802e-01  -2.18336141e-01]
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   -1.81885250e-01  -3.77804507e-01]
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[[ 0.6266123 ]
 [ 1.62412337]
 [ 0.26943201]
 [ 0.87895836]
 [-2.69223029]
 [-0.25452767]
 [-1.63204547]
 [ 0.06732237]
 [ 0.69891913]
 [ 0.89546185]]
Progress: 34.1% ... Training loss: 0.278 ... Validation loss: 0.449[[  1.63425525e-01   2.17019481e-01  -1.05024750e-01   1.12577609e-01
   -5.43351451e-01  -7.22884915e-02  -6.70919553e-02   1.22103276e-01
   -5.65354840e-02   1.90463316e-01]
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 [  1.76406508e-01   6.65877097e-01   7.43092900e-03  -4.57629512e-02
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    4.61623107e-02   2.65617410e-01]
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   -1.72448630e-01  -2.17185403e-01]
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   -2.67855537e-03  -1.93355667e-01]
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 [ -1.04089700e-01  -6.71250587e-02   1.21866509e-01   1.10839471e-01
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    1.85175323e-01  -2.31307792e-03]
 [ -5.71122283e-03  -1.84535880e-01   1.99652026e-01  -2.49930384e-01
   -5.36792040e-02   1.17121917e-01   7.04584592e-02  -1.17158264e-01
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[[ 0.62578551]
 [ 1.62231381]
 [ 0.26971027]
 [ 0.88202251]
 [-2.69172824]
 [-0.25040355]
 [-1.62419845]
 [ 0.06945135]
 [ 0.70114663]
 [ 0.89804291]]
Progress: 34.2% ... Training loss: 0.278 ... Validation loss: 0.456[[  1.65488556e-01   2.22002802e-01  -1.04150274e-01   1.15527926e-01
   -5.52833305e-01  -7.30909778e-02  -7.22409745e-02   1.22321491e-01
   -5.42071431e-02   1.93527783e-01]
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 [  1.78414371e-01   6.70947641e-01   8.20478260e-03  -4.34366154e-02
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    4.82417273e-02   2.68237772e-01]
 [  1.36121969e-02  -3.43184099e-01  -2.14731684e-01   1.08631658e-01
   -1.87432530e-02   1.45000343e-01   1.70242236e-01   5.97060459e-02
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 [ -1.27522727e-02   1.19483074e-01  -1.46530606e-01   4.61741271e-02
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   -1.88178249e-01  -2.90885526e-02]
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   -1.67948611e-02  -1.02511249e-02]
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   -1.71857584e-01  -2.16423251e-01]
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 [  5.53024743e-02  -3.02763965e-02   8.73529561e-02   8.61781912e-02
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   -3.64925579e-01  -2.20541304e-01]
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   -8.79059685e-02  -1.35108067e-01]
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 [  3.48729075e-01   3.23731959e-01  -8.31469690e-02   3.12162102e-01
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 [  4.55962309e-02   1.30417165e-01   2.52365080e-01   2.47192238e-01
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 [  2.49152728e-02  -6.06782518e-02  -1.17779592e-01  -5.21512367e-02
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   -1.87428446e-01   1.04777979e-01]
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   -1.76637713e-02  -8.89498763e-02]
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   -1.45477602e-02   1.80988779e-01]
 [  2.18950783e-01   6.60001608e-02   2.76126403e-02   7.77828416e-02
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   -5.70743346e-02  -2.32051452e-02]
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 [  1.29129231e-01  -2.14996762e-01  -1.48361654e-01  -7.37866443e-03
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   -1.12999854e-01  -5.90800836e-02]
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   -9.32297416e-02   6.65647894e-02]
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    1.85103905e-01  -2.41565964e-03]
 [ -4.91275495e-03  -1.83231031e-01   2.00012955e-01  -2.48735976e-01
   -5.73239846e-02   1.16795177e-01   6.87895141e-02  -1.17073175e-01
    2.23340794e-02   2.20496748e-01]]
[[ 0.63538464]
 [ 1.6305065 ]
 [ 0.27774939]
 [ 0.89090398]
 [-2.68283057]
 [-0.24164742]
 [-1.61682252]
 [ 0.07665717]
 [ 0.71072552]
 [ 0.90712105]]
Progress: 34.2% ... Training loss: 0.284 ... Validation loss: 0.464[[  1.64576234e-01   2.20768752e-01  -1.04519067e-01   1.14108510e-01
   -5.49411939e-01  -7.27444291e-02  -7.10693379e-02   1.22190836e-01
   -5.53536034e-02   1.92178421e-01]
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 [  1.76325515e-01   6.67324212e-01   7.22416697e-03  -4.70996346e-02
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    4.57566000e-02   2.65202480e-01]
 [  1.49356408e-02  -3.40577636e-01  -2.13947838e-01   1.10844617e-01
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   -1.88973805e-01  -3.02083841e-02]
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   -1.76582465e-02  -1.13625799e-02]
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[[ 0.62235818]
 [ 1.61942387]
 [ 0.26633361]
 [ 0.87860955]
 [-2.69590462]
 [-0.25092557]
 [-1.62894364]
 [ 0.06472725]
 [ 0.69732264]
 [ 0.89342163]]
Progress: 34.3% ... Training loss: 0.278 ... Validation loss: 0.456[[  1.65333020e-01   2.23551384e-01  -1.04236220e-01   1.15048758e-01
   -5.51867720e-01  -7.30092994e-02  -7.28216461e-02   1.22260501e-01
   -5.46625386e-02   1.93061391e-01]
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 [  1.78763960e-01   6.71994501e-01   8.13625862e-03  -4.39347151e-02
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    4.81411412e-02   2.68303470e-01]
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 [ -1.05039068e-02   1.21150060e-01  -1.45672017e-01   4.91512397e-02
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   -1.70984126e-01  -2.15445785e-01]
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   -1.82791525e-01  -3.78955621e-01]
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   -4.35988213e-03  -1.95456281e-01]
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 [ -1.04350717e-01  -6.72212944e-02   1.21799947e-01   1.10560521e-01
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    1.84893362e-01  -2.56201413e-03]
 [ -2.95688688e-03  -1.78178967e-01   2.00818007e-01  -2.45813134e-01
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[[ 0.62887529]
 [ 1.63037778]
 [ 0.27356198]
 [ 0.88496969]
 [-2.68988049]
 [-0.24588982]
 [-1.62566566]
 [ 0.07086239]
 [ 0.70423096]
 [ 0.9011921 ]]
Progress: 34.4% ... Training loss: 0.280 ... Validation loss: 0.455[[  1.63927075e-01   2.20569649e-01  -1.04851478e-01   1.12935797e-01
   -5.46346223e-01  -7.24951009e-02  -6.98780006e-02   1.22099944e-01
   -5.61794688e-02   1.90911926e-01]
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    1.43364627e-01  -2.55744851e-02]
 [  1.78132899e-01   6.72046092e-01   7.75976798e-03  -4.51194785e-02
    5.09053270e-01  -2.04554296e-02  -7.54746009e-01  -4.09446735e-02
    4.71700948e-02   2.67397019e-01]
 [  1.18986377e-02  -3.48855406e-01  -2.15158781e-01   1.06511190e-01
   -9.23075841e-03   1.45779145e-01   1.77534012e-01   5.96032981e-02
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   -1.77842074e-02  -1.16825417e-02]
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   -1.71529591e-01  -2.16164465e-01]
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 [  4.54023494e-02   1.29566116e-01   2.52291988e-01   2.46901307e-01
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   -2.97174104e-02   5.41143121e-02]
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   -5.59125974e-02   1.15577853e-01   2.50054675e-01   2.02297009e-02
   -2.73862948e-01  -9.21409989e-02]
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   -2.10285873e-01   2.83567638e-02]
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   -1.66187294e-01  -2.23220369e-01]
 [  1.28798730e-01  -2.15531422e-01  -1.48470933e-01  -7.64149280e-03
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 [ -1.17345870e-01   8.06789863e-02   2.63042791e-01  -9.16491430e-03
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   -1.13049091e-01  -5.91592243e-02]
 [ -3.54579590e-01   1.95766391e-02   1.11250802e-02  -3.62090315e-02
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   -9.42194014e-02   6.53405273e-02]
 [  1.41643714e-01   1.77470501e-02  -2.36352473e-01  -8.92458080e-02
    1.25163365e-01  -2.95813255e-01   7.34631187e-02  -1.68117728e-01
   -3.61829614e-03  -1.94529434e-01]
 [  2.08911334e-01  -1.83061245e-01   6.29926056e-02  -2.56953711e-02
    1.00075546e-01  -3.45333172e-02   3.79863527e-02  -1.37051250e-01
    1.10910315e-01  -1.83296347e-01]
 [ -1.05427793e-01  -6.96941995e-02   1.21368198e-01   1.09126540e-01
    4.18690385e-02  -1.13623235e-01   2.55945940e-01  -7.78524230e-02
    1.83780143e-01  -4.10486097e-03]
 [ -2.88754238e-03  -1.77512285e-01   2.00822679e-01  -2.45657535e-01
   -7.05044408e-02   1.15966845e-01   6.33399703e-02  -1.16874363e-01
    2.46878639e-02   2.23498546e-01]]
[[ 0.62588587]
 [ 1.62684759]
 [ 0.27098977]
 [ 0.88168424]
 [-2.69483719]
 [-0.24812195]
 [-1.62955529]
 [ 0.06650256]
 [ 0.70052464]
 [ 0.8978459 ]]
Progress: 34.4% ... Training loss: 0.278 ... Validation loss: 0.453[[  1.61758668e-01   2.14934436e-01  -1.05772342e-01   1.09960391e-01
   -5.39473014e-01  -7.17011309e-02  -6.35624731e-02   1.21879760e-01
   -5.86292863e-02   1.87805934e-01]
 [  1.56212383e-02   1.56106449e-01  -1.87118262e-02   4.73154496e-02
    8.23512549e-02  -7.13404620e-03   3.07805353e-01   4.14268848e-02
    1.43176808e-01  -2.57925493e-02]
 [  1.79224536e-01   6.74497666e-01   8.21163480e-03  -4.37502629e-02
    5.08496688e-01  -2.07629591e-02  -7.57015437e-01  -4.08442159e-02
    4.81985996e-02   2.68565641e-01]
 [  1.75965430e-02  -3.36619406e-01  -2.12551481e-01   1.14681215e-01
   -2.69022336e-02   1.43659125e-01   1.64599700e-01   6.02166602e-02
    8.11546590e-02   2.25332999e-01]
 [ -1.58811798e-02   1.09169368e-01  -1.47946480e-01   4.16147752e-02
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   -1.92127715e-01  -3.42767192e-02]
 [ -3.82720194e-01  -6.01805139e-01  -2.96223845e-01   1.59545801e-01
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   -1.88122313e-02  -1.30384652e-02]
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   -8.91775123e-03  -7.19334844e-02   1.72840400e-01  -1.90512547e-01
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 [  5.09815470e-02  -3.90527846e-01   8.76438256e-02   2.57887894e-02
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   -1.65218270e-02  -1.30839777e-01]
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   -1.71636769e-01  -2.16275376e-01]
 [ -1.57074816e-01   4.29642250e-03   6.18609527e-02   2.15283224e-02
   -1.71875777e-01  -2.19670702e-01  -1.77826155e-01  -1.97032669e-01
    8.68104419e-02   1.73855552e-01]
 [ -2.63458042e-01  -3.12268712e-01   1.02754948e-01   2.35833967e-01
   -1.00901625e-01  -7.14613053e-02   5.30402869e-02  -2.58728856e-01
   -2.51319009e-01  -6.00180144e-02]
 [  1.05242803e-01  -1.65787410e-01  -2.10665615e-02   1.20617584e-01
   -3.22880565e-02  -8.81014003e-02   2.19471561e-01   3.31808353e-03
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 [  3.77145536e-02  -9.13627380e-02  -2.10790703e-01   1.52142022e-01
   -4.96388486e-02   8.37365788e-02  -4.56372738e-02  -1.97598192e-02
   -8.91381979e-02  -3.67301486e-03]
 [ -1.11460475e-01  -5.23193001e-02  -1.98380745e-01   1.69845470e-01
   -3.14386629e-02   1.30176124e-01  -1.27213040e-02  -2.49349841e-01
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 [ -7.11458449e-02  -4.75440567e-02   2.74405976e-01   9.56209123e-02
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 [  5.43776298e-02  -3.17228580e-02   8.69357415e-02   8.47867059e-02
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   -3.09803584e-02  -6.60083060e-02]
 [  7.84486837e-03  -1.55828703e-01  -2.92161923e-01  -5.38228176e-02
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 [  5.05610963e-02  -1.25222377e-02  -1.15772632e-01   4.65915887e-02
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   -1.58623476e-01  -5.91953673e-02]
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   -4.35294880e-03   1.05072650e-01  -1.23428746e-01  -4.15092956e-02
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 [  1.09762962e-01   7.51547728e-02  -4.57164958e-02  -9.91395049e-02
   -9.56814522e-02  -3.30043827e-01   1.16674777e-01   8.57529523e-03
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   -2.66170636e-01  -1.90727586e-03   2.66944176e-02  -2.44727902e-02
   -3.99912867e-03   5.10440839e-02]
 [ -3.21696368e-02  -1.05887811e-01  -7.56020955e-02  -1.29326808e-01
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   -1.83527638e-01  -3.79912133e-01]
 [ -1.76850262e-02  -4.00486091e-01  -3.07199318e-02  -7.46804033e-02
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    2.84723476e-02  -3.86156212e-01]
 [  9.96592139e-03  -4.56642764e-01  -4.37850481e-02  -1.08505888e-01
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   -3.64818674e-01  -2.20512876e-01]
 [ -1.69535346e-01  -5.98112686e-01  -9.00261320e-03  -2.01554812e-01
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   -6.63884791e-02   8.54415338e-02]
 [ -2.92957470e-01  -4.12104863e-01   5.62610638e-02  -4.54881118e-02
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   -8.72508413e-02  -1.34312848e-01]
 [ -2.07052304e-01  -3.13990617e-01   2.50760090e-01  -2.45157080e-01
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   -2.58803554e-01  -3.00412295e-02]
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   -8.46303035e-03  -1.17845368e-01]
 [  1.06768524e-01   2.38179815e-01   1.62059759e-01  -9.77092591e-02
   -6.40652879e-02   5.18539833e-02  -1.43090045e-01   2.82481392e-01
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 [  3.48335523e-01   3.24925555e-01  -8.32507991e-02   3.11551539e-01
   -8.77694814e-01  -2.87197429e-01  -4.78016511e-01   1.77167947e-01
    3.82241302e-01  -3.36918276e-02]
 [  4.55106862e-02   1.29690982e-01   2.52347651e-01   2.47014426e-01
   -5.21280068e-02  -1.95338342e-01  -1.73319886e-01  -1.33150965e-01
   -1.41478886e-01  -2.91847147e-01]
 [  2.48528881e-02  -6.08561563e-02  -1.17843081e-01  -5.22279060e-02
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 [ -9.01104878e-05  -5.38152599e-02  -6.75101182e-02  -5.30855214e-02
   -1.79766094e-02  -1.76774607e-01   8.85054648e-02   9.81536514e-03
    3.55948324e-02   2.76077368e-03]
 [  2.61478345e-02   6.74164501e-02   2.42922971e-01   6.97701600e-02
   -2.16391016e-01  -1.33938995e-01   1.16022487e-01   3.92669362e-02
   -1.88858384e-01   1.02961102e-01]
 [  7.25729400e-02   3.57760541e-02   1.07715963e-01   7.85037556e-03
   -2.40935715e-01   6.84257350e-02   6.07033519e-02  -2.70812888e-01
   -1.71554204e-02  -8.82141159e-02]
 [ -4.87415222e-03   1.08661274e-01   8.72840108e-02  -2.14364069e-02
   -6.96300525e-02   1.78106197e-01   8.10138668e-02   1.19091306e-01
   -1.47284073e-02   1.80891778e-01]
 [  2.19446381e-01   6.76112473e-02   2.77743009e-02   7.84425731e-02
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   -5.65839297e-02  -2.26331486e-02]
 [  4.64064459e-02   6.36295405e-03   1.85661096e-02   4.67628568e-02
   -4.28233883e-01  -1.24473402e-01  -2.16906725e-01   4.15661914e-02
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 [  4.70384866e-02   5.08650902e-01   1.23041758e-01   4.18322627e-01
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   -9.33739028e-01  -8.63481377e-02  -4.52237728e-01   1.51593674e-01
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 [  2.57160959e-01   3.13691472e-01   2.47328595e-01   1.50838945e-01
   -4.39348666e-01   7.94398927e-02  -2.22463601e-01   1.62863035e-01
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 [ -7.11201888e-02   2.27032183e-01   2.42574339e-01   2.03388217e-02
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   -2.98862347e-02   5.39055631e-02]
 [ -9.80859286e-02  -2.41751625e-03   2.50354987e-02   9.42778543e-02
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   -2.74140219e-01  -9.24966651e-02]
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   -2.10613970e-01   2.79373610e-02]
 [  9.42450887e-03  -3.94490015e-01  -1.27817485e-01  -1.62695157e-01
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   -1.66295679e-01  -2.23348250e-01]
 [  1.27115895e-01  -2.19768899e-01  -1.49205941e-01  -9.91791674e-03
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    1.24041254e-01  -1.37561828e-01]
 [ -1.16539721e-01   8.17179041e-02   2.63409957e-01  -7.97416345e-03
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   -1.12060121e-01  -5.79768897e-02]
 [ -3.55301592e-01   1.77914374e-02   1.08490487e-02  -3.71240238e-02
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   -9.49677095e-02   6.43993947e-02]
 [  1.40819671e-01   1.58338588e-02  -2.36726592e-01  -9.04715936e-02
    1.28789600e-01  -2.95483959e-01   7.52779104e-02  -1.68207780e-01
   -4.60068928e-03  -1.95718306e-01]
 [  2.08329700e-01  -1.84710603e-01   6.27772852e-02  -2.65488565e-02
    1.02374293e-01  -3.42948570e-02   3.99680871e-02  -1.37108403e-01
    1.10280842e-01  -1.84198875e-01]
 [ -1.05028465e-01  -6.88246585e-02   1.21546261e-01   1.09741029e-01
    3.99972667e-02  -1.13794073e-01   2.54981059e-01  -7.78072623e-02
    1.84221813e-01  -3.51290374e-03]
 [ -3.90136614e-03  -1.79520944e-01   2.00355713e-01  -2.47078298e-01
   -6.86764653e-02   1.16344933e-01   6.57943670e-02  -1.16981208e-01
    2.35611027e-02   2.22055607e-01]]
[[ 0.61463694]
 [ 1.61518595]
 [ 0.25947257]
 [ 0.86942826]
 [-2.70128063]
 [-0.25641157]
 [-1.64129328]
 [ 0.05691981]
 [ 0.68933543]
 [ 0.88756541]]
Progress: 34.5% ... Training loss: 0.281 ... Validation loss: 0.456[[  1.61025353e-01   2.12030181e-01  -1.06156794e-01   1.08560957e-01
   -5.35066690e-01  -7.13039326e-02  -6.06583129e-02   1.21792643e-01
   -5.95764498e-02   1.86535552e-01]
 [  1.53306494e-02   1.55324650e-01  -1.88370179e-02   4.69225783e-02
    8.32784089e-02  -7.02436243e-03   3.08548594e-01   4.13994650e-02
    1.42871035e-01  -2.62220924e-02]
 [  1.79651252e-01   6.78294640e-01   8.22187968e-03  -4.36719548e-02
    5.08112039e-01  -2.07753845e-02  -7.59705905e-01  -4.08420340e-02
    4.81778428e-02   2.68699794e-01]
 [  1.99334773e-02  -3.30009490e-01  -2.11548038e-01   1.18034042e-01
   -3.39150669e-02   1.42683248e-01   1.57367620e-01   6.04209006e-02
    8.36588775e-02   2.28871304e-01]
 [ -1.71278888e-02   1.06919255e-01  -1.48536468e-01   3.98015086e-02
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   -1.93725553e-01  -3.63165781e-02]
 [ -3.81701053e-01  -6.00938843e-01  -2.95775347e-01   1.61030690e-01
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   -1.75934252e-02  -1.15484913e-02]
 [ -2.52770022e-03  -2.08024046e-01   1.01354262e-02   9.21737616e-02
   -9.33826886e-03  -7.18426231e-02   1.73937544e-01  -1.90524441e-01
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    1.84230566e-01  -3.49778242e-03]
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[[ 0.62073524]
 [ 1.61852805]
 [ 0.26761471]
 [ 0.87665971]
 [-2.69049575]
 [-0.24864873]
 [-1.63181439]
 [ 0.06473105]
 [ 0.69726635]
 [ 0.89624822]]
Progress: 34.5% ... Training loss: 0.278 ... Validation loss: 0.457[[  1.65034935e-01   2.21919889e-01  -1.04370484e-01   1.14311798e-01
   -5.52208682e-01  -7.27001662e-02  -6.97351649e-02   1.22227075e-01
   -5.51014284e-02   1.91773409e-01]
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 [  1.84626467e-01   6.87178431e-01   1.04204714e-02  -3.68222422e-02
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    5.38646690e-02   2.75414887e-01]
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   -1.86152507e-02  -1.28945972e-02]
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   -1.72330006e-01  -2.17199429e-01]
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    1.83595368e-01  -4.35355646e-03]
 [ -2.52203357e-03  -1.75727103e-01   2.00960342e-01  -2.45090041e-01
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[[ 0.63509793]
 [ 1.63805634]
 [ 0.2773732 ]
 [ 0.88743755]
 [-2.68302405]
 [-0.24281345]
 [-1.62926151]
 [ 0.07517808]
 [ 0.70967149]
 [ 0.91136549]]
Progress: 34.5% ... Training loss: 0.284 ... Validation loss: 0.455[[  1.64295902e-01   2.21082223e-01  -1.04830749e-01   1.12997769e-01
   -5.48751003e-01  -7.23750566e-02  -6.83634840e-02   1.22112753e-01
   -5.62359910e-02   1.90278482e-01]
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 [  1.82019762e-01   6.80199543e-01   9.09191528e-03  -4.11685151e-02
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 [  1.82005721e-02  -3.34689105e-01  -2.12097977e-01   1.15859051e-01
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   -1.97461942e-02  -1.43612613e-02]
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   -1.72989582e-01  -2.18034789e-01]
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   -4.38164750e-01   7.95832918e-02  -2.21924523e-01   1.62820236e-01
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   -4.97897015e-02   1.29581738e-01  -1.07845972e-01  -1.48810919e-02
   -2.97484758e-02   5.40562181e-02]
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   -2.73350682e-01  -9.14399218e-02]
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   -2.10812122e-01   2.76969941e-02]
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   -1.65726306e-01  -2.22625841e-01]
 [  1.24777814e-01  -2.25790205e-01  -1.50369690e-01  -1.35658417e-02
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 [ -1.16255635e-01   8.16752673e-02   2.63545079e-01  -7.49887547e-03
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   -1.11813313e-01  -5.77126306e-02]
 [ -3.54209636e-01   2.02126546e-02   1.13125796e-02  -3.55775012e-02
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   -9.36577530e-02   6.57771771e-02]
 [  1.42766531e-01   2.07282894e-02  -2.35733351e-01  -8.73121058e-02
    1.20366196e-01  -2.96270022e-01   7.05356931e-02  -1.67966405e-01
   -2.22790514e-03  -1.92747359e-01]
 [  2.07612024e-01  -1.87138130e-01   6.23538603e-02  -2.78724662e-02
    1.06424159e-01  -3.39457586e-02   4.20337303e-02  -1.37216312e-01
    1.09083805e-01  -1.85585428e-01]
 [ -1.06404023e-01  -7.21674313e-02   1.20914278e-01   1.07675975e-01
    4.58629452e-02  -1.13247235e-01   2.58295611e-01  -7.79655711e-02
    1.82675908e-01  -5.55549474e-03]
 [ -1.45342866e-03  -1.72857003e-01   2.01343358e-01  -2.43618238e-01
   -8.22781804e-02   1.15358943e-01   5.97750079e-02  -1.16738148e-01
    2.63543920e-02   2.25341819e-01]]
[[ 0.61957743]
 [ 1.62328664]
 [ 0.26349535]
 [ 0.87276834]
 [-2.70101611]
 [-0.25594029]
 [-1.64385977]
 [ 0.06155345]
 [ 0.69594105]
 [ 0.89768079]]
Progress: 34.6% ... Training loss: 0.278 ... Validation loss: 0.452[[  1.60478626e-01   2.11836370e-01  -1.06491176e-01   1.07586451e-01
   -5.32988905e-01  -7.08117414e-02  -5.84798454e-02   1.21733104e-01
   -6.06307146e-02   1.84793901e-01]
 [  1.44189644e-02   1.52918677e-01  -1.92622822e-02   4.56633483e-02
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    1.41720640e-01  -2.76647887e-02]
 [  1.79864135e-01   6.75336875e-01   8.09140337e-03  -4.46611304e-02
    5.17550533e-01  -2.06158228e-02  -7.57939926e-01  -4.08794046e-02
    4.79952241e-02   2.67972491e-01]
 [  1.86517411e-02  -3.33022189e-01  -2.11914691e-01   1.16563327e-01
   -2.68040041e-02   1.43340579e-01   1.60325888e-01   6.02985216e-02
    8.21094533e-02   2.28009683e-01]
 [ -1.80047355e-02   1.04088191e-01  -1.48873839e-01   3.86248084e-02
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   -1.94240920e-01  -3.78615358e-02]
 [ -3.84499159e-01  -6.06975976e-01  -2.97054325e-01   1.57342004e-01
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   -2.08913524e-02  -1.60197313e-02]
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   -4.46069385e-03  -7.15037401e-02   1.75081270e-01  -1.90554521e-01
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 [  5.07570997e-02  -3.92247599e-01   8.73737143e-02   2.49903091e-02
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   -1.66612709e-02  -1.30996295e-01]
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   -1.74347697e-01  -2.19739079e-01]
 [ -1.57316443e-01   3.89074964e-03   6.17400943e-02   2.12315502e-02
   -1.71495447e-01  -2.19553248e-01  -1.77234405e-01  -1.97060357e-01
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 [ -2.65777894e-01  -3.16670960e-01   1.01733105e-01   2.32851788e-01
   -9.61134290e-02  -7.05332112e-02   5.85504593e-02  -2.58988625e-01
   -2.53992265e-01  -6.35595587e-02]
 [  1.06017357e-01  -1.65506055e-01  -2.07303175e-02   1.21814212e-01
   -3.59834942e-02  -8.84286394e-02   2.18837597e-01   3.40456875e-03
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 [  3.73591552e-02  -9.21449110e-02  -2.10917611e-01   1.51629795e-01
   -4.88534737e-02   8.38586127e-02  -4.49030922e-02  -1.97857671e-02
   -8.94881445e-02  -4.18171870e-03]
 [ -1.12070672e-01  -5.36584447e-02  -1.98634248e-01   1.69015043e-01
   -2.83988536e-02   1.30391583e-01  -1.12191001e-02  -2.49387195e-01
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 [ -6.89017991e-02  -4.13147378e-02   2.75395536e-01   9.88306946e-02
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 [  5.18142669e-02  -3.84170115e-02   8.57491327e-02   8.08427521e-02
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   -3.38515177e-02  -7.00122159e-02]
 [  9.39714317e-03  -1.52493763e-01  -2.91543334e-01  -5.17052224e-02
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 [  4.85753555e-02  -1.84870160e-02  -1.16763676e-01   4.33091230e-02
   -9.35116038e-02   3.22134284e-01   2.65239878e-01   2.04747311e-01
   -1.61174931e-01  -6.25689801e-02]
 [  3.39630004e-03  -7.74543038e-03   1.23373855e-01   1.07944825e-01
   -5.99366349e-03   1.04916626e-01  -1.23995632e-01  -4.14763078e-02
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   -9.57716638e-02  -3.30161973e-01   1.16755735e-01   8.60448450e-03
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   -4.35064139e-03   5.05207872e-02]
 [ -3.20918080e-02  -1.06412803e-01  -7.55701792e-02  -1.29168854e-01
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   -1.83451950e-01  -3.79824506e-01]
 [ -1.76729449e-02  -4.00743991e-01  -3.07177050e-02  -7.46650652e-02
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 [  1.00203202e-02  -4.57332846e-01  -4.37927662e-02  -1.08466051e-01
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   -3.64814932e-01  -2.20512113e-01]
 [ -1.70059406e-01  -5.99508376e-01  -9.22483023e-03  -2.02284548e-01
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   -6.69626465e-02   8.47312138e-02]
 [ -2.93806073e-01  -4.14200492e-01   5.59060811e-02  -4.66657945e-02
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   -8.81775007e-02  -1.35443991e-01]
 [ -2.07268426e-01  -3.15476359e-01   2.50741948e-01  -2.45231501e-01
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   -2.58897086e-01  -3.00487502e-02]
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   -7.82835176e-03  -1.17019446e-01]
 [  1.06093444e-01   2.37334480e-01   1.61788191e-01  -9.85703780e-02
   -6.22135187e-02   5.21366512e-02  -1.42430426e-01   2.82400168e-01
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 [  3.47234574e-01   3.22256151e-01  -8.38109964e-02   3.09598494e-01
   -8.72981537e-01  -2.86597611e-01  -4.74990615e-01   1.77033058e-01
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 [  4.51565725e-02   1.28704431e-01   2.52186460e-01   2.46428684e-01
   -5.03383839e-02  -1.95195569e-01  -1.72277713e-01  -1.33195888e-01
   -1.41940185e-01  -2.92445290e-01]
 [  2.41011915e-02  -6.28772363e-02  -1.18202168e-01  -5.34173886e-02
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 [  6.83438974e-04  -5.21440116e-02  -6.71798997e-02  -5.20275550e-02
   -2.12359197e-02  -1.77052989e-01   8.67923580e-02   9.90626895e-03
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 [  2.52949677e-02   6.53507118e-02   2.42458368e-01   6.84285781e-02
   -2.12570656e-01  -1.33574059e-01   1.18197865e-01   3.91643271e-02
   -1.89891359e-01   1.01559027e-01]
 [  7.14123596e-02   3.29445414e-02   1.07169136e-01   5.98321570e-03
   -2.35656267e-01   6.89322778e-02   6.33961894e-02  -2.70942956e-01
   -1.86034537e-02  -9.01248993e-02]
 [ -4.32840605e-03   1.10390474e-01   8.74969685e-02  -2.06441468e-02
   -7.25986331e-02   1.77872755e-01   7.95028813e-02   1.19159748e-01
   -1.40547939e-02   1.81466100e-01]
 [  2.18897740e-01   6.62669112e-02   2.75034104e-02   7.74693433e-02
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   -5.73410819e-02  -2.36113414e-02]
 [  4.62566822e-02   6.13460136e-03   1.84996882e-02   4.65380629e-02
   -4.27913630e-01  -1.24414669e-01  -2.16160488e-01   4.15453626e-02
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 [  4.88769113e-02   5.12078833e-01   1.23820060e-01   4.21066113e-01
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   -9.37377472e-01  -8.63757973e-02  -4.53026410e-01   1.51637253e-01
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 [  2.56880987e-01   3.13496664e-01   2.47241990e-01   1.50520468e-01
   -4.38716914e-01   7.95318195e-02  -2.22249314e-01   1.62832905e-01
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 [ -7.13958900e-02   2.26692456e-01   2.42437646e-01   1.99206347e-02
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   -3.02151423e-02   5.34343602e-02]
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   -2.73002451e-01  -9.09907730e-02]
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   -2.10974854e-01   2.74975262e-02]
 [  9.46479542e-03  -3.94711358e-01  -1.27786193e-01  -1.62594728e-01
    3.74574709e-01   2.61524408e-02   1.87530801e-01   1.52407434e-01
   -1.66196837e-01  -2.23259805e-01]
 [  1.23182372e-01  -2.30096218e-01  -1.51095625e-01  -1.58450130e-02
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 [ -1.17085393e-01   7.92316668e-02   2.63187319e-01  -8.57822407e-03
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   -1.12755258e-01  -5.89696891e-02]
 [ -3.54773286e-01   1.85512716e-02   1.10749473e-02  -3.63279292e-02
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   -9.42263347e-02   6.50142070e-02]
 [  1.42846877e-01   2.02914363e-02  -2.35710860e-01  -8.72064924e-02
    1.20025324e-01  -2.96334708e-01   7.10187753e-02  -1.67957224e-01
   -2.18855349e-03  -1.92713071e-01]
 [  2.07402187e-01  -1.87681433e-01   6.22837390e-02  -2.81445760e-02
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    1.08913286e-01  -1.85873486e-01]
 [ -1.06881260e-01  -7.31301725e-02   1.20737599e-01   1.06984333e-01
    4.81239436e-02  -1.13072181e-01   2.59295049e-01  -7.80077860e-02
    1.82108545e-01  -6.21779209e-03]
 [ -2.12102189e-03  -1.74448488e-01   2.01042631e-01  -2.44632837e-01
   -7.92592449e-02   1.15646338e-01   6.15177518e-02  -1.16807982e-01
    2.55703771e-02   2.24457990e-01]]
[[ 0.60437607]
 [ 1.61036723]
 [ 0.24981599]
 [ 0.8567851 ]
 [-2.7143539 ]
 [-0.26784939]
 [-1.65839449]
 [ 0.048826  ]
 [ 0.68141569]
 [ 0.88097444]]
Progress: 34.6% ... Training loss: 0.292 ... Validation loss: 0.464[[  1.61673206e-01   2.15025946e-01  -1.06074616e-01   1.08854394e-01
   -5.36980727e-01  -7.12772619e-02  -6.11549368e-02   1.21819523e-01
   -5.94113782e-02   1.86065248e-01]
 [  1.54318589e-02   1.55234918e-01  -1.88112015e-02   4.72421565e-02
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    1.42933928e-01  -2.61228196e-02]
 [  1.79824321e-01   6.77612021e-01   7.91712431e-03  -4.54728171e-02
    5.18891193e-01  -2.04263711e-02  -7.59770576e-01  -4.09226086e-02
    4.74621002e-02   2.67152584e-01]
 [  1.90126457e-02  -3.32747420e-01  -2.11751243e-01   1.17407887e-01
   -2.80739919e-02   1.43173143e-01   1.59344886e-01   6.03374511e-02
    8.25992397e-02   2.28938316e-01]
 [ -1.90301408e-02   1.02248679e-01  -1.49346509e-01   3.70301625e-02
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   -1.95270298e-01  -3.90636268e-02]
 [ -3.81577521e-01  -6.01378790e-01  -2.95816666e-01   1.61509876e-01
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[[ 0.6158602 ]
 [ 1.61864843]
 [ 0.26271775]
 [ 0.8714538 ]
 [-2.70210068]
 [-0.25495645]
 [-1.64099853]
 [ 0.06198757]
 [ 0.69594787]
 [ 0.89528042]]
Progress: 34.7% ... Training loss: 0.279 ... Validation loss: 0.456[[  1.62233293e-01   2.16427395e-01  -1.05810926e-01   1.09667315e-01
   -5.39829028e-01  -7.14949495e-02  -6.31539484e-02   1.21859955e-01
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 [  1.81470184e-01   6.80666922e-01   8.59421947e-03  -4.34965381e-02
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   -1.79541948e-02  -1.25325408e-02]
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   -1.74306699e-01  -2.19721367e-01]
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[[ 0.6170653 ]
 [ 1.62100688]
 [ 0.26443718]
 [ 0.87098264]
 [-2.6983768 ]
 [-0.25381642]
 [-1.64165846]
 [ 0.06258999]
 [ 0.69580453]
 [ 0.89577938]]
Progress: 34.8% ... Training loss: 0.278 ... Validation loss: 0.455[[  1.62747775e-01   2.17673294e-01  -1.05533154e-01   1.10612241e-01
   -5.42800539e-01  -7.16303371e-02  -6.38834654e-02   1.21902907e-01
   -5.81666818e-02   1.87629728e-01]
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 [  1.82201302e-01   6.83248997e-01   8.86514356e-03  -4.26968085e-02
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 [  1.72253909e-02  -3.38479781e-01  -2.12430390e-01   1.15279358e-01
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   -1.94293323e-01  -3.76350516e-02]
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   -1.83009162e-02  -1.29352945e-02]
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   -1.74720160e-01  -2.20104032e-01]
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 [  2.57327989e-01   3.15120090e-01   2.47420502e-01   1.51070802e-01
   -4.40762444e-01   7.93428534e-02  -2.23708574e-01   1.62870889e-01
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 [ -7.16953563e-02   2.26121488e-01   2.42318117e-01   1.95206670e-02
   -4.71679605e-02   1.29859822e-01  -1.06053144e-01  -1.49547652e-02
   -3.05233657e-02   5.30929798e-02]
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   -2.72905427e-01  -9.08699091e-02]
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   -2.09907844e-01   2.88532140e-02]
 [  1.03350959e-02  -3.93071168e-01  -1.27401994e-01  -1.61275447e-01
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   -1.65138987e-01  -2.21902786e-01]
 [  1.22888853e-01  -2.29448804e-01  -1.51193035e-01  -1.58349727e-02
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 [ -1.16265936e-01   8.08491358e-02   2.63580280e-01  -7.28664785e-03
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   -1.11766434e-01  -5.77489436e-02]
 [ -3.52741060e-01   2.22701583e-02   1.20049327e-02  -3.33072141e-02
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   -9.17655001e-02   6.78196985e-02]
 [  1.43065785e-01   2.09715143e-02  -2.35596673e-01  -8.68940668e-02
    1.18664008e-01  -2.96452245e-01   7.03446242e-02  -1.67940850e-01
   -1.94777466e-03  -1.92484914e-01]
 [  2.08041705e-01  -1.87375314e-01   6.25396673e-02  -2.72952525e-02
    1.04900810e-01  -3.41632679e-02   4.16779663e-02  -1.37173256e-01
    1.09669760e-01  -1.84914133e-01]
 [ -1.06778814e-01  -7.25525595e-02   1.20782958e-01   1.07161192e-01
    4.88837788e-02  -1.13047923e-01   2.58837826e-01  -7.80184122e-02
    1.82167680e-01  -6.06643648e-03]
 [ -7.29251815e-04  -1.71427397e-01   2.01576490e-01  -2.42695104e-01
   -8.67933763e-02   1.15040532e-01   5.79701288e-02  -1.16705526e-01
    2.71795839e-02   2.26442644e-01]]
[[ 0.62056263]
 [ 1.62405333]
 [ 0.26635676]
 [ 0.87331123]
 [-2.69317102]
 [-0.25158085]
 [-1.63732372]
 [ 0.06552   ]
 [ 0.69755395]
 [ 0.8979197 ]]
Progress: 34.8% ... Training loss: 0.277 ... Validation loss: 0.454[[  1.61835771e-01   2.16112268e-01  -1.05954229e-01   1.09334665e-01
   -5.41794342e-01  -7.12477389e-02  -6.20841679e-02   1.21806509e-01
   -5.92958222e-02   1.86264906e-01]
 [  1.49105386e-02   1.54460783e-01  -1.89998065e-02   4.66294714e-02
    8.27191005e-02  -6.94997099e-03   3.09437484e-01   4.13404502e-02
    1.42388558e-01  -2.67813970e-02]
 [  1.80542207e-01   6.81210715e-01   8.12888277e-03  -4.53924296e-02
    5.25598992e-01  -2.06198381e-02  -7.64802525e-01  -4.08790825e-02
    4.80650509e-02   2.68453904e-01]
 [  2.01655624e-02  -3.33166915e-01  -2.11268624e-01   1.19210907e-01
   -2.72180385e-02   1.42751071e-01   1.59736365e-01   6.04698427e-02
    8.44556672e-02   2.31169248e-01]
 [ -2.03890533e-02   9.99441519e-02  -1.50014659e-01   3.50716200e-02
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   -1.97286520e-01  -4.11372701e-02]
 [ -3.83087959e-01  -6.05411413e-01  -2.96422110e-01   1.59898279e-01
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   -1.91185589e-02  -1.40525817e-02]
 [ -1.22561768e-03  -2.02139567e-01   1.08262036e-02   9.41703687e-02
   -1.33781518e-02  -7.23275923e-02   1.68558392e-01  -1.90333877e-01
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 [  1.08084424e-01  -2.54964089e-01   3.23204663e-02  -7.63602583e-02
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 [ -1.76045157e-01  -1.39098529e-01  -3.04246275e-01  -2.43359420e-02
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 [  5.08744005e-02  -3.89620381e-01   8.73905857e-02   2.50590011e-02
   -3.43868644e-02  -1.16350162e-01   1.88362503e-01  -1.04489061e-01
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   -1.42675557e-02  -1.27884757e-01]
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   -1.74785804e-01  -2.20136988e-01]
 [ -1.57316443e-01   3.89074964e-03   6.17400943e-02   2.12315502e-02
   -1.71495447e-01  -2.19553248e-01  -1.77234405e-01  -1.97060357e-01
    8.64911412e-02   1.73479054e-01]
 [ -2.66996501e-01  -3.20329353e-01   1.01253946e-01   2.31630617e-01
   -9.71071122e-02  -7.01268768e-02   6.22465449e-02  -2.59096044e-01
   -2.55326263e-01  -6.51358430e-02]
 [  1.07096936e-01  -1.64558512e-01  -2.02481003e-02   1.23538546e-01
   -4.17477585e-02  -8.89978455e-02   2.17914586e-01   3.49608636e-03
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 [  3.95139350e-02  -8.74210646e-02  -2.10018793e-01   1.54533810e-01
   -5.77890837e-02   8.29371476e-02  -5.00858674e-02  -1.96014228e-02
   -8.70306632e-02  -1.35362592e-03]
 [ -1.11340093e-01  -5.15951958e-02  -1.98310453e-01   1.70014755e-01
   -3.07272951e-02   1.30167803e-01  -1.35100761e-02  -2.49313941e-01
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 [ -6.84562115e-02  -3.94313350e-02   2.75665243e-01   9.95764529e-02
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 [  5.34908288e-02  -3.40479276e-02   8.64706720e-02   8.33383584e-02
    6.58655809e-02  -1.56775590e-02   2.35291125e-01   1.20112397e-01
   -3.19061345e-02  -6.75760492e-02]
 [  8.79128124e-03  -1.53532383e-01  -2.91882709e-01  -5.28839589e-02
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    1.07639833e-01  -3.19299096e-02]
 [  4.86708371e-02  -1.87977744e-02  -1.16770690e-01   4.34153776e-02
   -9.43514167e-02   3.22089749e-01   2.65621702e-01   2.04738358e-01
   -1.61098998e-01  -6.22727530e-02]
 [  1.84127823e-03  -1.17318845e-02   1.22662214e-01   1.05611577e-01
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 [  1.10121300e-01   7.56876086e-02  -4.55277314e-02  -9.85341436e-02
   -9.70369949e-02  -3.30221477e-01   1.16661276e-01   8.60710501e-03
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 [ -1.00944623e-01  -1.67308235e-02  -1.57238121e-02   2.21433746e-02
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 [ -1.54116595e-01  -1.05314520e-01  -2.00985937e-01  -1.44370186e-02
   -2.64421507e-01  -1.41925131e-03   2.95618115e-02  -2.46220447e-02
   -5.31677446e-03   4.91535638e-02]
 [ -3.16523264e-02  -1.05504010e-01  -7.53699357e-02  -1.28458878e-01
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   -1.82923753e-01  -3.79168930e-01]
 [ -1.76143454e-02  -4.01554480e-01  -3.06735633e-02  -7.44670473e-02
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    2.86148618e-02  -3.86076060e-01]
 [  9.98163532e-03  -4.58222023e-01  -4.38030705e-02  -1.08502008e-01
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   -3.64863088e-01  -2.20579666e-01]
 [ -1.70044343e-01  -5.99835231e-01  -9.20368104e-03  -2.02184073e-01
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   -6.68665001e-02   8.48403424e-02]
 [ -2.93632474e-01  -4.14264512e-01   5.60142657e-02  -4.63235084e-02
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   -8.78801815e-02  -1.35097989e-01]
 [ -2.06661225e-01  -3.14692067e-01   2.51019466e-01  -2.44251443e-01
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   -2.58143096e-01  -2.91001378e-02]
 [ -1.28814232e-01  -2.23701576e-01  -1.80255755e-01  -9.89896678e-02
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   -7.50846858e-03  -1.16589457e-01]
 [  1.05131786e-01   2.36096984e-01   1.61363950e-01  -9.99581991e-02
   -5.89971059e-02   5.25571281e-02  -1.40475058e-01   2.82305013e-01
    6.83616761e-02   1.70545476e-01]
 [  3.45456402e-01   3.18086101e-01  -8.46888135e-02   3.06676117e-01
   -8.65888401e-01  -2.85770331e-01  -4.70484107e-01   1.76803715e-01
    3.78846846e-01  -3.83343229e-02]
 [  4.54402401e-02   1.29297989e-01   2.52306735e-01   2.46787169e-01
   -5.16005408e-02  -1.95321547e-01  -1.73031390e-01  -1.33171242e-01
   -1.41598287e-01  -2.92030228e-01]
 [  2.45838890e-02  -6.21177918e-02  -1.18011463e-01  -5.27096604e-02
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    3.51292381e-02   2.08815353e-01]
 [  9.76505337e-04  -5.15437304e-02  -6.70695700e-02  -5.16323565e-02
   -2.23854765e-02  -1.77187708e-01   8.61201388e-02   9.92313366e-03
    3.68002782e-02   4.04209479e-03]
 [  2.48804016e-02   6.44987143e-02   2.42296464e-01   6.78179430e-02
   -2.11248367e-01  -1.33423748e-01   1.18991031e-01   3.91156012e-02
   -1.90387111e-01   1.00964857e-01]
 [  7.17108151e-02   3.37487210e-02   1.07303942e-01   6.40684397e-03
   -2.36711080e-01   6.87914295e-02   6.26919030e-02  -2.70919765e-01
   -1.82906403e-02  -8.98166168e-02]
 [ -4.39235088e-03   1.10564132e-01   8.74319429e-02  -2.08869260e-02
   -7.21329077e-02   1.77918586e-01   7.92961514e-02   1.19144089e-01
   -1.42494084e-02   1.81052597e-01]
 [  2.20520077e-01   7.00993381e-02   2.82255625e-02   7.98582282e-02
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   -5.54129325e-02  -2.12664486e-02]
 [  4.65669240e-02   7.26487284e-03   1.86226931e-02   4.69518472e-02
   -4.29807463e-01  -1.24557186e-01  -2.17114852e-01   4.15609139e-02
    1.23329478e-01   1.98375938e-01]
 [  4.84322571e-02   5.11821664e-01   1.23666584e-01   4.20378797e-01
   -1.14338769e+00  -3.04554951e-01  -5.99670300e-01  -7.19621149e-02
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 [  1.82359040e-01   5.08259953e-01   6.77363170e-02   4.31229175e-01
   -9.34224293e-01  -8.55384820e-02  -4.48465798e-01   1.51447595e-01
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 [  2.57442651e-01   3.15526228e-01   2.47496974e-01   1.51329488e-01
   -4.41538230e-01   7.92657702e-02  -2.24057800e-01   1.62891147e-01
    2.42130873e-01   8.15442671e-02]
 [ -7.17007815e-02   2.26099909e-01   2.42316736e-01   1.95143122e-02
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   -3.05269766e-02   5.30933053e-02]
 [ -9.68600944e-02   7.14543068e-04   2.55269902e-02   9.60484057e-02
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   -2.72771997e-01  -9.06895893e-02]
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   -2.09728387e-01   2.90738323e-02]
 [  1.04602868e-02  -3.92985047e-01  -1.27357898e-01  -1.61114142e-01
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   -1.65012888e-01  -2.21752366e-01]
 [  1.23236211e-01  -2.28497729e-01  -1.51057061e-01  -1.53033113e-02
    7.02132558e-02  -5.14114219e-02   7.55339625e-02  -1.52154581e-01
    1.19571901e-01  -1.43741213e-01]
 [ -1.17678618e-01   7.77499979e-02   2.63009049e-01  -9.27469820e-03
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   -1.13337014e-01  -5.97683421e-02]
 [ -3.52861958e-01   2.23251479e-02   1.19604571e-02  -3.35502996e-02
    1.71240556e-01  -1.71615860e-01   1.61401170e-02   2.33967455e-01
   -9.19500919e-02   6.76365623e-02]
 [  1.43406272e-01   2.17803215e-02  -2.35433707e-01  -8.63829217e-02
    1.17425274e-01  -2.96627631e-01   6.94998400e-02  -1.67901399e-01
   -1.51483837e-03  -1.92024045e-01]
 [  2.08051278e-01  -1.87855968e-01   6.25318126e-02  -2.73250398e-02
    1.05018068e-01  -3.41711359e-02   4.19384547e-02  -1.37173793e-01
    1.09652331e-01  -1.84925180e-01]
 [ -1.06514102e-01  -7.20882520e-02   1.20912227e-01   1.07571194e-01
    4.72803994e-02  -1.13169021e-01   2.58431027e-01  -7.79869938e-02
    1.82446580e-01  -5.68676491e-03]
 [ -3.32878626e-03  -1.77578526e-01   2.00356774e-01  -2.46534425e-01
   -7.84998796e-02   1.16160769e-01   6.44756596e-02  -1.16996958e-01
    2.43324796e-02   2.22813294e-01]]
[[ 0.60827503]
 [ 1.61266606]
 [ 0.25361749]
 [ 0.86177049]
 [-2.70079792]
 [-0.25969837]
 [-1.64610389]
 [ 0.05550685]
 [ 0.68586569]
 [ 0.8843573 ]]
Progress: 34.9% ... Training loss: 0.283 ... Validation loss: 0.461[[  1.60728222e-01   2.13956235e-01  -1.06390206e-01   1.07864302e-01
   -5.38635328e-01  -7.07281344e-02  -5.93492689e-02   1.21718696e-01
   -6.04018055e-02   1.84728258e-01]
 [  1.53400554e-02   1.55521917e-01  -1.88169481e-02   4.72510000e-02
    8.11924205e-02  -7.12154864e-03   3.08429357e-01   4.13786241e-02
    1.42869139e-01  -2.61655091e-02]
 [  1.84794880e-01   6.91410227e-01   1.00021725e-02  -3.89424862e-02
    5.08662342e-01  -2.24636178e-02  -7.74591212e-01  -4.04547337e-02
    5.32438312e-02   2.75141308e-01]
 [  1.79295481e-02  -3.38259845e-01  -2.12131467e-01   1.16128554e-01
   -1.56082996e-02   1.43718899e-01   1.65057573e-01   6.02409178e-02
    8.17498557e-02   2.27984860e-01]
 [ -2.02026114e-02   1.01466589e-01  -1.49816233e-01   3.57806745e-02
    1.36574312e-02  -1.79744345e-01   7.26374354e-02  -1.18813947e-01
   -1.96888165e-01  -4.08934781e-02]
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 [ -1.06041192e-01  -7.16126710e-02   1.21124734e-01   1.08293066e-01
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 [ -4.19042746e-03  -1.79694811e-01   1.99982912e-01  -2.47820001e-01
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[[ 0.61588614]
 [ 1.62391066]
 [ 0.25905795]
 [ 0.86697082]
 [-2.69232124]
 [-0.25672192]
 [-1.64588748]
 [ 0.06052447]
 [ 0.69298832]
 [ 0.88993313]]
Progress: 34.9% ... Training loss: 0.278 ... Validation loss: 0.453[[  1.61832337e-01   2.16469985e-01  -1.05889636e-01   1.09417813e-01
   -5.41752111e-01  -7.10597866e-02  -6.20645112e-02   1.21823752e-01
   -5.92995235e-02   1.86410178e-01]
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 [  1.86658655e-01   6.96829684e-01   1.08049322e-02  -3.65111395e-02
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    5.50619000e-02   2.77702520e-01]
 [  1.62198812e-02  -3.43748016e-01  -2.12864831e-01   1.14445452e-01
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   -1.74820366e-01  -2.20144998e-01]
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   -3.05962243e-02  -6.59263377e-02]
 [  1.00520010e-02  -1.50593144e-01  -2.91250224e-01  -5.07253308e-02
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[[ 0.62519773]
 [ 1.63598853]
 [ 0.2669612 ]
 [ 0.87704405]
 [-2.6866332 ]
 [-0.2511912 ]
 [-1.64038802]
 [ 0.06801159]
 [ 0.70350246]
 [ 0.90050271]]
Progress: 35.0% ... Training loss: 0.278 ... Validation loss: 0.450[[  1.61278805e-01   2.14841747e-01  -1.06140637e-01   1.08686774e-01
   -5.41071973e-01  -7.09152123e-02  -6.03996372e-02   1.21779697e-01
   -5.97948344e-02   1.85716534e-01]
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   -1.65285800e-01  -2.22093389e-01]
 [  1.21564308e-01  -2.31760917e-01  -1.51758120e-01  -1.73256617e-02
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 [ -1.17288326e-01   7.83594791e-02   2.63221597e-01  -8.66829605e-03
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   -1.12976386e-01  -5.91068208e-02]
 [ -3.52198448e-01   2.29822789e-02   1.23217148e-02  -3.25183343e-02
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   -9.10884629e-02   6.86945833e-02]
 [  1.45695160e-01   2.61181156e-02  -2.34384706e-01  -8.26248415e-02
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 [  2.08330939e-01  -1.88273793e-01   6.26596088e-02  -2.70146519e-02
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    1.10062005e-01  -1.84420446e-01]
 [ -1.05148860e-01  -7.01244066e-02   1.21496009e-01   1.09425221e-01
    4.35527566e-02  -1.13656111e-01   2.56013100e-01  -7.78570311e-02
    1.83703867e-01  -3.63007988e-03]
 [ -3.58853204e-03  -1.78199843e-01   2.00246348e-01  -2.46771712e-01
   -8.10655670e-02   1.16190334e-01   6.53408105e-02  -1.16995073e-01
    2.42117711e-02   2.22325468e-01]]
[[ 0.62326161]
 [ 1.63179185]
 [ 0.26288753]
 [ 0.87514482]
 [-2.69089511]
 [-0.25117136]
 [-1.63856856]
 [ 0.06776305]
 [ 0.70184018]
 [ 0.89808686]]
Progress: 35.0% ... Training loss: 0.277 ... Validation loss: 0.453[[  1.60654314e-01   2.13677968e-01  -1.06346352e-01   1.08082483e-01
   -5.39431183e-01  -7.07709227e-02  -5.92719216e-02   1.21728193e-01
   -6.03948944e-02   1.85006054e-01]
 [  1.53348162e-02   1.55443602e-01  -1.88064482e-02   4.72573514e-02
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 [  1.82720463e-01   6.90946847e-01   9.14883651e-03  -4.26955027e-02
    5.20327110e-01  -2.14341348e-02  -7.73795041e-01  -4.07439306e-02
    5.06101105e-02   2.71693132e-01]
 [  1.86747056e-02  -3.40069296e-01  -2.11836156e-01   1.17926214e-01
   -1.65032216e-02   1.43162170e-01   1.66813182e-01   6.04125193e-02
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 [ -1.99593718e-02   1.04728492e-01  -1.49912031e-01   3.62304572e-02
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   -1.96746512e-01  -4.08757413e-02]
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   -1.87560790e-02  -1.34941571e-02]
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   -1.42467552e-02  -1.27564455e-01]
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   -1.75431313e-01  -2.20892112e-01]
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   -1.71495447e-01  -2.19553248e-01  -1.77234405e-01  -1.97060357e-01
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 [ -2.68501469e-01  -3.23246411e-01   1.00674105e-01   2.29974643e-01
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   -2.56960176e-01  -6.72312422e-02]
 [  1.07323119e-01  -1.66284244e-01  -2.01323988e-02   1.23867727e-01
   -4.22570536e-02  -8.91988783e-02   2.18916458e-01   3.54883648e-03
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 [  3.91479902e-02  -8.82157876e-02  -2.10104668e-01   1.54114183e-01
   -5.68365419e-02   8.30761457e-02  -4.93338475e-02  -1.96424266e-02
   -8.73898988e-02  -1.78169330e-03]
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 [  5.31822593e-02  -3.45293896e-02   8.63511091e-02   8.28552289e-02
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   -3.23158838e-02  -6.79565411e-02]
 [  8.68626557e-03  -1.54033661e-01  -2.91878377e-01  -5.28506803e-02
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 [  5.04118612e-02  -1.42260314e-02  -1.15824664e-01   4.64343204e-02
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   -1.58670537e-01  -5.95146226e-02]
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   -1.82986737e-01  -3.79332856e-01]
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 [  1.02952681e-02  -4.57907192e-01  -4.36793067e-02  -1.08065492e-01
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   -3.64523558e-01  -2.20140677e-01]
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   -6.65362076e-02   8.53267169e-02]
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   -8.75576270e-02  -1.34635818e-01]
 [ -2.06603142e-01  -3.15220526e-01   2.51100362e-01  -2.44001903e-01
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   -2.57932132e-01  -2.88150135e-02]
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   -7.49694497e-03  -1.16572537e-01]
 [  1.03275012e-01   2.30900468e-01   1.60567549e-01  -1.02654945e-01
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 [  3.47297282e-01   3.23279614e-01  -8.37285034e-02   3.09714945e-01
   -8.73824456e-01  -2.86589501e-01  -4.75518863e-01   1.77014549e-01
    3.80899816e-01  -3.50544826e-02]
 [  4.52380972e-02   1.28653144e-01   2.52251216e-01   2.46554106e-01
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   -1.41807662e-01  -2.92313002e-01]
 [  2.48472631e-02  -6.14196388e-02  -1.17903609e-01  -5.23330224e-02
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 [  1.35527478e-03  -5.07586087e-02  -6.69301818e-02  -5.11680481e-02
   -2.40353581e-02  -1.77331285e-01   8.50785626e-02   9.96243327e-03
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 [  2.42340294e-02   6.31981915e-02   2.42035142e-01   6.69664977e-02
   -2.08820621e-01  -1.33168599e-01   1.20363748e-01   3.90524054e-02
   -1.91111989e-01   1.00077338e-01]
 [  7.25270241e-02   3.57342019e-02   1.07640827e-01   7.55779876e-03
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   -1.74017903e-02  -8.86474441e-02]
 [ -4.38693686e-03   1.11100079e-01   8.73928585e-02  -2.10876592e-02
   -7.24737681e-02   1.77933642e-01   7.88374707e-02   1.19114494e-01
   -1.43984483e-02   1.80823955e-01]
 [  2.19752225e-01   6.85110925e-02   2.78915462e-02   7.87334045e-02
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   -5.63413770e-02  -2.24411410e-02]
 [  4.62340793e-02   6.88273566e-03   1.84563964e-02   4.63578722e-02
   -4.28449769e-01  -1.24384565e-01  -2.16688938e-01   4.15108630e-02
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 [  4.98257176e-02   5.12957978e-01   1.24207738e-01   4.22330969e-01
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   -9.36928181e-01  -8.56314006e-02  -4.48855154e-01   1.51481833e-01
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 [  2.58428015e-01   3.18621490e-01   2.48000467e-01   1.53082484e-01
   -4.47445129e-01   7.87604673e-02  -2.27135621e-01   1.63008407e-01
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 [ -7.28093399e-02   2.23517589e-01   2.41867104e-01   1.79354084e-02
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   -2.72951870e-01  -9.09508098e-02]
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   -2.08749117e-01   3.03272248e-02]
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   -1.65720878e-01  -2.22634361e-01]
 [  1.22235994e-01  -2.30356143e-01  -1.51450740e-01  -1.62753234e-02
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 [ -1.18980852e-01   7.46405989e-02   2.62520089e-01  -1.10788149e-02
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   -1.14959930e-01  -6.15476581e-02]
 [ -3.52489620e-01   2.16996204e-02   1.22159656e-02  -3.29207470e-02
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   -9.13928904e-02   6.82679602e-02]
 [  1.46252819e-01   2.75181452e-02  -2.34085989e-01  -8.15640473e-02
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    1.09693730e-01  -1.84922341e-01]
 [ -1.04665586e-01  -6.93542645e-02   1.21675243e-01   1.10079152e-01
    4.17661667e-02  -1.13848018e-01   2.55108153e-01  -7.78045480e-02
    1.84200581e-01  -3.01496076e-03]
 [ -4.99518966e-03  -1.81497916e-01   1.99716787e-01  -2.48621550e-01
   -7.62565895e-02   1.16719115e-01   6.89610324e-02  -1.17143010e-01
    2.27546481e-02   2.20591681e-01]]
[[ 0.6166968 ]
 [ 1.62635304]
 [ 0.25522012]
 [ 0.86869773]
 [-2.69841737]
 [-0.25737974]
 [-1.6440556 ]
 [ 0.06295378]
 [ 0.69610608]
 [ 0.89085998]]
Progress: 35.0% ... Training loss: 0.277 ... Validation loss: 0.453[[  1.60222138e-01   2.12613244e-01  -1.06566920e-01   1.07436722e-01
   -5.38045707e-01  -7.06162287e-02  -5.84634683e-02   1.21687846e-01
   -6.10266162e-02   1.84316648e-01]
 [  1.54679367e-02   1.55531142e-01  -1.87170272e-02   4.75747764e-02
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    1.43081713e-01  -2.59188237e-02]
 [  1.81088295e-01   6.86847205e-01   8.20234243e-03  -4.58622787e-02
    5.31393625e-01  -2.05721510e-02  -7.69532150e-01  -4.09602179e-02
    4.81877329e-02   2.68792588e-01]
 [  2.01383916e-02  -3.37066448e-01  -2.11240623e-01   1.19895080e-01
   -2.01378211e-02   1.42595932e-01   1.62628688e-01   6.05483460e-02
    8.48254296e-02   2.32241872e-01]
 [ -1.97096276e-02   1.05469790e-01  -1.49807519e-01   3.67010351e-02
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 [ -3.52195970e-01   2.20382132e-02   1.24249965e-02  -3.22245166e-02
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   -9.08535691e-02   6.89286703e-02]
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 [ -1.03975611e-01  -6.75826404e-02   1.21950929e-01   1.11022051e-01
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    1.84919766e-01  -2.13080712e-03]
 [ -5.02562803e-03  -1.81786803e-01   1.99715758e-01  -2.48552962e-01
   -7.72451610e-02   1.16721443e-01   6.93533679e-02  -1.17140799e-01
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[[ 0.60969129]
 [ 1.61750507]
 [ 0.25132965]
 [ 0.86355344]
 [-2.70047891]
 [-0.26134423]
 [-1.64447854]
 [ 0.05897386]
 [ 0.69021225]
 [ 0.88479979]]
Progress: 35.1% ... Training loss: 0.281 ... Validation loss: 0.457[[  1.64752206e-01   2.24533402e-01  -1.04651784e-01   1.14234186e-01
   -5.59139852e-01  -7.25828087e-02  -7.02796560e-02   1.22142225e-01
   -5.57283849e-02   1.91045575e-01]
 [  1.51821672e-02   1.54864054e-01  -1.88350825e-02   4.71736508e-02
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    1.42757124e-01  -2.63322507e-02]
 [  1.84641610e-01   6.97372052e-01   9.74905849e-03  -4.02956311e-02
    5.14613495e-01  -2.21658185e-02  -7.79178733e-01  -4.05869493e-02
    5.24387177e-02   2.74278640e-01]
 [  1.75615867e-02  -3.43376649e-01  -2.12300287e-01   1.16345090e-01
   -9.02449592e-03   1.43550642e-01   1.69026399e-01   6.03051136e-02
    8.17617627e-02   2.28547754e-01]
 [ -1.70817696e-02   1.13530739e-01  -1.48762971e-01   4.03135144e-02
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   -1.93404510e-01  -3.65806880e-02]
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   -1.68000577e-02  -1.10638328e-02]
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 [  5.77542443e-02  -3.75576407e-01   9.04544762e-02   3.55201887e-02
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   -1.49637320e-02  -1.28625714e-01]
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   -1.74586054e-01  -2.19741825e-01]
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 [ -2.67619902e-01  -3.22239376e-01   1.01127024e-01   2.31505641e-01
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 [  1.07548551e-01  -1.65818900e-01  -2.00342442e-02   1.24255074e-01
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 [  3.90228720e-02  -8.83467294e-02  -2.10127228e-01   1.54009849e-01
   -5.78762105e-02   8.31089269e-02  -4.90100306e-02  -1.96625919e-02
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 [  5.27113581e-02  -3.55927934e-02   8.60944572e-02   8.20347146e-02
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   -3.29112974e-02  -6.88766918e-02]
 [  9.27004370e-03  -1.52282442e-01  -2.91575193e-01  -5.17597453e-02
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 [  5.08756631e-02  -1.28875644e-02  -1.15661483e-01   4.71500374e-02
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   -1.58145167e-01  -5.88036060e-02]
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   -1.62688367e-02  -8.71338186e-02]
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    1.86090933e-01  -7.34485655e-04]
 [ -4.28574725e-03  -1.79607175e-01   2.00027973e-01  -2.47530977e-01
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[[ 0.63485043]
 [ 1.63884889]
 [ 0.2730727 ]
 [ 0.88646818]
 [-2.67770349]
 [-0.24191416]
 [-1.62334051]
 [ 0.0806223 ]
 [ 0.71297428]
 [ 0.90886043]]
Progress: 35.1% ... Training loss: 0.287 ... Validation loss: 0.467[[  1.62836766e-01   2.20172502e-01  -1.05460286e-01   1.11270718e-01
   -5.49206028e-01  -7.17170209e-02  -6.60583289e-02   1.21890701e-01
   -5.79964278e-02   1.88216458e-01]
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    1.42072040e-01  -2.71632121e-02]
 [  1.85131836e-01   6.97252959e-01   9.94599158e-03  -3.98989783e-02
    5.15532818e-01  -2.22172858e-02  -7.78868273e-01  -4.05391553e-02
    5.26991025e-02   2.74756351e-01]
 [  1.96116919e-02  -3.37733739e-01  -2.11374484e-01   1.19185705e-01
   -1.52445456e-02   1.42779136e-01   1.64378675e-01   6.05362956e-02
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 [ -1.66535438e-02   1.14696901e-01  -1.48697471e-01   4.05370620e-02
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   -1.93039862e-01  -3.62372248e-02]
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   -1.67053969e-02  -1.09832656e-02]
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   -1.74546948e-01  -2.19701172e-01]
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 [  4.57581750e-02   1.29574638e-01   2.52510318e-01   2.47330203e-01
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   -9.30491762e-01  -8.46975532e-02  -4.43084634e-01   1.51228849e-01
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 [  2.59003462e-01   3.20051316e-01   2.48267350e-01   1.54096304e-01
   -4.50996583e-01   7.84870308e-02  -2.28715548e-01   1.63072520e-01
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   -3.16767146e-02   5.16882999e-02]
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   -2.73347801e-01  -9.13789365e-02]
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   -2.09318389e-01   2.95195191e-02]
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   -1.65231303e-01  -2.22050070e-01]
 [  1.20923093e-01  -2.31982900e-01  -1.51985621e-01  -1.74234803e-02
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 [ -1.20231760e-01   7.11771868e-02   2.62080559e-01  -1.26778215e-02
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   -1.16240694e-01  -6.33919273e-02]
 [ -3.51422629e-01   2.32492491e-02   1.27638781e-02  -3.11367864e-02
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   -8.99332971e-02   7.00365566e-02]
 [  1.47263152e-01   2.94994161e-02  -2.33639588e-01  -8.01416324e-02
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    3.32044892e-03  -1.85873660e-01]
 [  2.07343095e-01  -1.91603917e-01   6.21875828e-02  -2.85926367e-02
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    1.08770172e-01  -1.85994102e-01]
 [ -1.03737991e-01  -6.67248434e-02   1.22038156e-01   1.11394245e-01
    3.74775193e-02  -1.14253149e-01   2.52224334e-01  -7.77403165e-02
    1.85172971e-01  -1.90355704e-03]
 [ -4.66063774e-03  -1.80150495e-01   1.99890721e-01  -2.48031027e-01
   -8.00318807e-02   1.16551415e-01   6.77760844e-02  -1.17121212e-01
    2.32643729e-02   2.21403931e-01]]
[[ 0.61962725]
 [ 1.62958525]
 [ 0.25820562]
 [ 0.8717379 ]
 [-2.69315351]
 [-0.25595832]
 [-1.64256285]
 [ 0.06744599]
 [ 0.69651844]
 [ 0.89426803]]
Progress: 35.2% ... Training loss: 0.276 ... Validation loss: 0.451[[  1.62361213e-01   2.19468215e-01  -1.05644540e-01   1.10562321e-01
   -5.46113761e-01  -7.16449869e-02  -6.49222257e-02   1.21859687e-01
   -5.83999940e-02   1.87875294e-01]
 [  1.45117876e-02   1.53722896e-01  -1.91306381e-02   4.62485092e-02
    8.34889039e-02  -6.82769717e-03   3.10503388e-01   4.12886825e-02
    1.41940211e-01  -2.72896085e-02]
 [  1.85418410e-01   7.02771972e-01   9.97504271e-03  -3.97837160e-02
    5.17177510e-01  -2.23734256e-02  -7.82955397e-01  -4.05294871e-02
    5.29317024e-02   2.75311590e-01]
 [  2.20870080e-02  -3.35101062e-01  -2.10288812e-01   1.22665124e-01
   -2.44298424e-02   1.41751156e-01   1.60480420e-01   6.08195979e-02
    8.68688553e-02   2.34898366e-01]
 [ -1.80373987e-02   1.12219615e-01  -1.49220019e-01   3.84780249e-02
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   -1.94567095e-01  -3.80373930e-02]
 [ -3.80187568e-01  -6.04263507e-01  -2.94944195e-01   1.65335381e-01
   -1.39865075e-02   3.95589884e-02   2.95479363e-01  -3.73490521e-02
   -1.52253371e-02  -9.13564128e-03]
 [ -6.72654751e-03  -2.14903038e-01   8.56358038e-03   8.64169181e-02
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    1.91392030e-01   2.80148762e-02]
 [  1.11078981e-01  -2.46594167e-01   3.38941581e-02  -7.11018373e-02
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 [ -1.73656518e-01  -1.34863368e-01  -3.03224119e-01  -2.06250363e-02
   -1.14956767e-02   6.89792317e-02  -1.50757104e-01  -2.89825219e-02
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 [  5.49652490e-02  -3.81982133e-01   8.92899875e-02   3.17957368e-02
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   -1.29485609e-02   1.86454759e-02   1.88274271e-01  -1.02999851e-01
   -1.49678375e-02  -1.28848270e-01]
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   -1.74326055e-01  -2.19469164e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
    8.62012488e-02   1.73104853e-01]
 [ -2.66914773e-01  -3.21388687e-01   1.01457591e-01   2.32538476e-01
   -1.03476920e-01  -7.03086512e-02   6.32891599e-02  -2.59031829e-01
   -2.54923941e-01  -6.48493820e-02]
 [  1.07455065e-01  -1.67052989e-01  -2.00565526e-02   1.24293567e-01
   -4.56743494e-02  -8.93267025e-02   2.19484194e-01   3.56082314e-03
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 [  3.94847900e-02  -8.70606713e-02  -2.09959243e-01   1.54644003e-01
   -5.93809409e-02   8.28344285e-02  -5.06953172e-02  -1.96186580e-02
   -8.69806428e-02  -1.10056152e-03]
 [ -1.14711581e-01  -5.92791640e-02  -1.99664711e-01   1.65356849e-01
   -1.63444151e-02   1.31653442e-01  -5.72855751e-03  -2.49673036e-01
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 [ -6.92571741e-02  -4.20084426e-02   2.75355716e-01   9.85129573e-02
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 [  5.30531615e-02  -3.47050937e-02   8.61664318e-02   8.22871702e-02
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   -3.26464447e-02  -6.85421592e-02]
 [  9.43042762e-03  -1.51521359e-01  -2.91508708e-01  -5.15047301e-02
    1.62804069e-01  -9.20400328e-02   1.55856424e-01   1.63354432e-01
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 [  5.14830643e-02  -1.13669533e-02  -1.15381104e-01   4.81064441e-02
   -1.08785515e-01   3.20689850e-01   2.57926584e-01   2.05068108e-01
   -1.57364883e-01  -5.79521192e-02]
 [  2.34663450e-03  -1.02609148e-02   1.22912745e-01   1.06398683e-01
   -2.76302570e-03   1.05300560e-01  -1.20211591e-01  -4.16194990e-02
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 [  1.11873780e-01   7.92914316e-02  -4.47982276e-02  -9.59775249e-02
   -1.03149196e-01  -3.30854158e-01   1.13288715e-01   8.78664979e-03
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 [ -1.52806299e-01  -1.03501052e-01  -2.00421465e-01  -1.22883011e-02
   -2.72394424e-01  -2.05881678e-03   2.70384632e-02  -2.44986741e-02
   -3.59601358e-03   5.12219732e-02]
 [ -3.20448095e-02  -1.07790658e-01  -7.55265894e-02  -1.28883100e-01
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   -1.83277535e-01  -3.79712473e-01]
 [ -1.79921063e-02  -4.04276783e-01  -3.08356468e-02  -7.48857469e-02
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    2.82939461e-02  -3.86741943e-01]
 [  1.02889028e-02  -4.58857815e-01  -4.36757527e-02  -1.08034542e-01
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   -3.64511203e-01  -2.20120840e-01]
 [ -1.70431155e-01  -6.01393651e-01  -9.31941812e-03  -2.02513547e-01
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   -6.71563671e-02   8.45744554e-02]
 [ -2.93110101e-01  -4.15076801e-01   5.63797520e-02  -4.50173279e-02
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   -8.68505052e-02  -1.33728893e-01]
 [ -2.07114551e-01  -3.16519699e-01   2.50895021e-01  -2.44686128e-01
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   -2.58468954e-01  -2.94820158e-02]
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   -7.60375982e-03  -1.16675626e-01]
 [  1.04374865e-01   2.34130620e-01   1.60999406e-01  -1.01084072e-01
   -5.61079581e-02   5.29091997e-02  -1.38695910e-01   2.82222037e-01
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 [  3.47566113e-01   3.23741130e-01  -8.36467381e-02   3.09884467e-01
   -8.73995214e-01  -2.86631700e-01  -4.76220250e-01   1.77042261e-01
    3.81193440e-01  -3.47776981e-02]
 [  4.58938695e-02   1.29947183e-01   2.52575624e-01   2.47515142e-01
   -5.38225093e-02  -1.95538825e-01  -1.74162884e-01  -1.33113196e-01
   -1.40965252e-01  -2.91308836e-01]
 [  2.40872957e-02  -6.36694135e-02  -1.18232304e-01  -5.34330884e-02
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    3.44759703e-02   2.08039847e-01]
 [  1.30581046e-03  -5.11863906e-02  -6.69555198e-02  -5.12522343e-02
   -2.36522652e-02  -1.77335631e-01   8.53924527e-02   9.94317469e-03
    3.71457789e-02   4.47891045e-03]
 [  2.47631050e-02   6.50248466e-02   2.42303570e-01   6.78089217e-02
   -2.11156317e-01  -1.33404740e-01   1.18714730e-01   3.90972001e-02
   -1.90458672e-01   1.00962883e-01]
 [  7.41097966e-02   4.00061612e-02   1.08269707e-01   9.85971665e-03
   -2.46972348e-01   6.77733910e-02   5.65253220e-02  -2.70694749e-01
   -1.56377238e-02  -8.62923761e-02]
 [ -3.50573154e-03   1.12757603e-01   8.77019357e-02  -1.98976013e-02
   -7.59221740e-02   1.77539500e-01   7.70142128e-02   1.19194844e-01
   -1.34053989e-02   1.82015415e-01]
 [  2.21328570e-01   7.29926717e-02   2.85945149e-02   8.11056578e-02
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   -5.43958111e-02  -2.00080943e-02]
 [  4.59376100e-02   6.86581956e-03   1.83265915e-02   4.58704085e-02
   -4.27843478e-01  -1.24244652e-01  -2.16148135e-01   4.14646370e-02
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 [  4.99662641e-02   5.12917687e-01   1.24324692e-01   4.22510197e-01
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 [  1.79356892e-01   5.01991203e-01   6.65871392e-02   4.27445043e-01
   -9.27746515e-01  -8.43627455e-02  -4.41205591e-01   1.51129362e-01
    2.10906509e-01   4.83374864e-01]
 [  2.59156034e-01   3.20745426e-01   2.48352029e-01   1.54373007e-01
   -4.51952084e-01   7.84037648e-02  -2.29264279e-01   1.63095078e-01
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 [ -7.26612981e-02   2.24176305e-01   2.41918677e-01   1.81758899e-02
   -4.32905593e-02   1.30249817e-01  -1.03920269e-01  -1.50451827e-02
   -3.15634299e-02   5.18218827e-02]
 [ -9.74543723e-02  -1.75853918e-04   2.52952675e-02   9.53094891e-02
   -5.83168498e-02   1.15369666e-01   2.48326623e-01   2.02607091e-02
   -2.73402366e-01  -9.14555515e-02]
 [ -2.22944982e-01  -3.44032793e-02  -9.43244364e-02  -3.47220446e-01
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   -2.09427994e-01   2.94036717e-02]
 [  1.03691609e-02  -3.94013179e-01  -1.27396170e-01  -1.61198271e-01
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   -1.65100866e-01  -2.21881010e-01]
 [  1.22058524e-01  -2.28933772e-01  -1.51479013e-01  -1.56633977e-02
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    1.18945922e-01  -1.44851668e-01]
 [ -1.20954947e-01   6.93051851e-02   2.61805067e-01  -1.36496143e-02
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   -1.17071883e-01  -6.43905623e-02]
 [ -3.51349029e-01   2.31345853e-02   1.27879602e-02  -3.11013845e-02
    1.64582239e-01  -1.72383333e-01   1.42779479e-02   2.34140401e-01
   -8.98631799e-02   7.00583481e-02]
 [  1.46828175e-01   2.84090133e-02  -2.33846553e-01  -8.08151699e-02
    1.01294437e-01  -2.98228315e-01   6.21115253e-02  -1.67479674e-01
    2.77129441e-03  -1.86478549e-01]
 [  2.09108385e-01  -1.88274287e-01   6.29421645e-02  -2.60406645e-02
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    1.10901904e-01  -1.83340199e-01]
 [ -1.04312974e-01  -6.80518036e-02   1.21830408e-01   1.10666124e-01
    3.94457453e-02  -1.14051258e-01   2.53504385e-01  -7.77963511e-02
    1.84652401e-01  -2.59970629e-03]
 [ -4.28517910e-03  -1.78764412e-01   2.00050658e-01  -2.47542416e-01
   -8.26256583e-02   1.16401204e-01   6.66854377e-02  -1.17081554e-01
    2.37307682e-02   2.21965070e-01]]
[[ 0.62702281]
 [ 1.63251868]
 [ 0.26351717]
 [ 0.8784372 ]
 [-2.68641686]
 [-0.24818111]
 [-1.63535118]
 [ 0.07496069]
 [ 0.70306782]
 [ 0.90052724]]
Progress: 35.2% ... Training loss: 0.278 ... Validation loss: 0.455[[  1.60169265e-01   2.14228265e-01  -1.06516004e-01   1.07603935e-01
   -5.36996551e-01  -7.07886569e-02  -5.91317390e-02   1.21606500e-01
   -6.07454499e-02   1.85244674e-01]
 [  1.41393043e-02   1.52757910e-01  -1.92825662e-02   4.57518222e-02
    8.49668793e-02  -6.68086718e-03   3.11454080e-01   4.12458896e-02
    1.41536511e-01  -2.78045088e-02]
 [  1.82607362e-01   6.98937639e-01   8.74959113e-03  -4.41284289e-02
    5.27835837e-01  -2.11831040e-02  -7.78080125e-01  -4.08908465e-02
    4.94441796e-02   2.71462479e-01]
 [  1.84854518e-02  -3.43581045e-01  -2.11770933e-01   1.17886023e-01
   -1.06639274e-02   1.43172805e-01   1.69389374e-01   6.03947377e-02
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 [  1.22732158e-01  -2.27553399e-01  -1.51206179e-01  -1.45733564e-02
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   -1.17611457e-01  -6.50333800e-02]
 [ -3.52428947e-01   2.01765058e-02   1.23694275e-02  -3.25231947e-02
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   -9.09815169e-02   6.87085049e-02]
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 [  2.09645763e-01  -1.86944258e-01   6.32498708e-02  -2.51049140e-02
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 [ -1.05336050e-01  -7.01516373e-02   1.21383637e-01   1.09295984e-01
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    1.83511716e-01  -4.04919855e-03]
 [ -5.27419004e-03  -1.81458785e-01   1.99633126e-01  -2.48957669e-01
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[[ 0.61926022]
 [ 1.6239661 ]
 [ 0.25767648]
 [ 0.87174569]
 [-2.69436897]
 [-0.25561667]
 [-1.64103422]
 [ 0.06796333]
 [ 0.69488686]
 [ 0.88998669]]
Progress: 35.3% ... Training loss: 0.276 ... Validation loss: 0.453[[  1.60245277e-01   2.13994183e-01  -1.06422633e-01   1.07861116e-01
   -5.39854752e-01  -7.07822265e-02  -5.89935743e-02   1.21603177e-01
   -6.06520341e-02   1.85288944e-01]
 [  1.41290190e-02   1.52723632e-01  -1.92843318e-02   4.57660199e-02
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    1.41579029e-01  -2.78033609e-02]
 [  1.84660775e-01   7.03632372e-01   9.65356321e-03  -4.14476075e-02
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    5.17413050e-02   2.74352760e-01]
 [  1.58742050e-02  -3.50142394e-01  -2.12900654e-01   1.13924592e-01
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 [ -1.82605335e-02   1.10770211e-01  -1.49402978e-01   3.80269177e-02
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   -1.95127566e-01  -3.84441268e-02]
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   -1.33594829e-02  -6.91690509e-03]
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 [  5.64861835e-02  -3.79163510e-01   9.00613704e-02   3.43744004e-02
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   -1.75578778e-01  -2.21120233e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -2.54288463e-01  -6.41002052e-02]
 [  1.07496776e-01  -1.67486143e-01  -2.00160464e-02   1.24576688e-01
   -4.76162180e-02  -8.94029430e-02   2.20076282e-01   3.57763532e-03
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 [  3.95149219e-02  -8.78671684e-02  -2.09975004e-01   1.54737280e-01
   -5.92668705e-02   8.27838234e-02  -5.00459844e-02  -1.96156610e-02
   -8.68902615e-02  -9.64579920e-04]
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   -3.10787096e-02  -6.64894491e-02]
 [  1.03085865e-02  -1.49457223e-01  -2.91021837e-01  -4.98977315e-02
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 [  4.98842051e-02  -1.55229774e-02  -1.16090696e-01   4.56220462e-02
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   -1.59332016e-01  -6.03056822e-02]
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 [  1.10069547e-01   7.51451790e-02  -4.54925725e-02  -9.84611680e-02
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 [ -1.05297292e-01  -7.06166221e-02   1.21401572e-01   1.09366370e-01
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 [ -5.70393185e-03  -1.82769156e-01   1.99460058e-01  -2.49677554e-01
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[[ 0.62395454]
 [ 1.63136741]
 [ 0.26446259]
 [ 0.87702517]
 [-2.68738462]
 [-0.25343707]
 [-1.63830576]
 [ 0.07184895]
 [ 0.6987698 ]
 [ 0.89523009]]
Progress: 35.4% ... Training loss: 0.276 ... Validation loss: 0.450[[  1.59957368e-01   2.12316649e-01  -1.06590064e-01   1.07452302e-01
   -5.39055345e-01  -7.06605158e-02  -5.70045111e-02   1.21583905e-01
   -6.09297504e-02   1.85150596e-01]
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    1.41753891e-01  -2.75355689e-02]
 [  1.84895838e-01   7.06228767e-01   9.74882206e-03  -4.11032759e-02
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    5.19687392e-02   2.74859899e-01]
 [  1.77167345e-02  -3.47640968e-01  -2.12102154e-01   1.16296435e-01
   -5.88780157e-04   1.43552647e-01   1.73310699e-01   6.03027528e-02
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 [ -1.61335463e-02   1.15930674e-01  -1.48537395e-01   4.10694888e-02
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   -1.92691107e-01  -3.56031014e-02]
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   -1.37153208e-02  -7.34111036e-03]
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   -1.74730151e-01  -2.20048795e-01]
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   -3.11988921e-02  -6.65985077e-02]
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   -1.82336767e-01  -3.78572147e-01]
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 [  4.57214478e-02   1.29736478e-01   2.52504437e-01   2.47251560e-01
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   -1.65425629e-02  -8.74261602e-02]
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   -5.41498182e-02  -1.96870198e-02]
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 [  2.59082226e-01   3.20838311e-01   2.48399409e-01   1.54530805e-01
   -4.52621943e-01   7.83917182e-02  -2.29080722e-01   1.63103469e-01
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   -3.19174581e-02   5.13977861e-02]
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 [  1.21644319e-01  -2.31141390e-01  -1.51740000e-01  -1.60478616e-02
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 [ -1.19823115e-01   7.09504676e-02   2.62267249e-01  -1.19642191e-02
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   -1.15772870e-01  -6.26971245e-02]
 [ -3.52182257e-01   2.08576085e-02   1.24756853e-02  -3.21496796e-02
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   -9.07601364e-02   6.91041839e-02]
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 [  2.10411104e-01  -1.85747992e-01   6.36563482e-02  -2.39421480e-02
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    1.12573170e-01  -1.81187657e-01]
 [ -1.05224711e-01  -7.06651028e-02   1.21427878e-01   1.09453217e-01
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    1.83792604e-01  -3.87912784e-03]
 [ -4.41276497e-03  -1.80330061e-01   2.00002649e-01  -2.47740214e-01
   -8.23815993e-02   1.16459358e-01   6.76370236e-02  -1.17097176e-01
    2.36676517e-02   2.21975314e-01]]
[[ 0.62643082]
 [ 1.63345528]
 [ 0.2663215 ]
 [ 0.87892616]
 [-2.68491754]
 [-0.25102871]
 [-1.6360699 ]
 [ 0.07371897]
 [ 0.70119228]
 [ 0.89810488]]
Progress: 35.4% ... Training loss: 0.277 ... Validation loss: 0.450[[  1.60755015e-01   2.16030086e-01  -1.06317165e-01   1.08328489e-01
   -5.41103748e-01  -7.09394581e-02  -6.02009716e-02   1.21666817e-01
   -6.01634737e-02   1.86088524e-01]
 [  1.45865745e-02   1.53612870e-01  -1.90931516e-02   4.64557162e-02
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    1.42033116e-01  -2.71766303e-02]
 [  1.85000504e-01   7.08317572e-01   9.56842776e-03  -4.17434577e-02
    5.23174207e-01  -2.18301270e-02  -7.86341408e-01  -4.07003354e-02
    5.16940472e-02   2.74902920e-01]
 [  1.92492101e-02  -3.43627256e-01  -2.11073507e-01   1.19301649e-01
   -6.63719373e-03   1.42995043e-01   1.70234505e-01   6.05341612e-02
    8.44722558e-02   2.31535423e-01]
 [ -2.14339762e-02   1.04826616e-01  -1.50664998e-01   3.37453235e-02
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   -1.98398497e-01  -4.32871536e-02]
 [ -3.80031764e-01  -6.07126152e-01  -2.94821496e-01   1.66136464e-01
   -1.84963667e-02   3.92909563e-02   2.98089426e-01  -3.72955407e-02
   -1.47488129e-02  -8.71591660e-03]
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   -1.61226019e-02  -1.30413974e-01]
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   -1.75114464e-01  -2.20534181e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.66596873e-01  -3.21804456e-01   1.01624194e-01   2.33280109e-01
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   -2.54429682e-01  -6.43602305e-02]
 [  1.07470240e-01  -1.68551385e-01  -2.00189862e-02   1.24505981e-01
   -4.74652198e-02  -8.94554463e-02   2.20692982e-01   3.58327998e-03
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 [  3.76915870e-02  -9.11807051e-02  -2.10693640e-01   1.52228322e-01
   -5.24523379e-02   8.35317662e-02  -4.59510151e-02  -1.98337247e-02
   -8.89886777e-02  -3.57858937e-03]
 [ -1.16174949e-01  -6.32287152e-02  -2.00297275e-01   1.63422868e-01
   -1.12876564e-02   1.32250709e-01  -1.88374217e-03  -2.49826204e-01
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 [ -6.65649426e-02  -3.54908797e-02   2.76438657e-01   1.02364230e-01
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 [  5.48289266e-02  -3.05192432e-02   8.69014414e-02   8.47067420e-02
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   -3.06384075e-02  -6.59118813e-02]
 [  1.07595824e-02  -1.47384460e-01  -2.90851199e-01  -4.92906625e-02
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 [  4.88320992e-02  -1.81038333e-02  -1.16574251e-01   4.39576343e-02
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   -1.60659471e-01  -6.20820839e-02]
 [  1.75517798e-03  -1.15317147e-02   1.22669020e-01   1.05565647e-01
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 [  1.11562211e-01   7.90356582e-02  -4.48587977e-02  -9.63345836e-02
   -1.01878093e-01  -3.30724873e-01   1.14197236e-01   8.75318108e-03
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 [ -1.00794330e-01  -1.74679812e-02  -1.56304117e-02   2.24946212e-02
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   -3.15836230e-03   5.17668905e-02]
 [ -3.13071825e-02  -1.06736315e-01  -7.52289825e-02  -1.27793747e-01
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   -1.82401234e-01  -3.78647687e-01]
 [ -1.86983716e-02  -4.06377855e-01  -3.11463850e-02  -7.58895032e-02
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    2.75110291e-02  -3.87805624e-01]
 [  1.04378970e-02  -4.59282076e-01  -4.36075202e-02  -1.07822878e-01
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   -3.64328041e-01  -2.19896805e-01]
 [ -1.70754177e-01  -6.02307182e-01  -9.43828191e-03  -2.02896267e-01
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   -6.74433915e-02   8.41778144e-02]
 [ -2.93560958e-01  -4.16623602e-01   5.62073533e-02  -4.55693004e-02
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   -8.72612327e-02  -1.34201110e-01]
 [ -2.07076923e-01  -3.16765950e-01   2.50923193e-01  -2.44567329e-01
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   -2.58382131e-01  -2.93660575e-02]
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   -7.09430563e-03  -1.15998901e-01]
 [  1.03278727e-01   2.31115318e-01   1.60493727e-01  -1.02788535e-01
   -5.04781637e-02   5.34401502e-02  -1.35296543e-01   2.82082241e-01
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 [  3.48128915e-01   3.24742110e-01  -8.33705483e-02   3.10798406e-01
   -8.76725861e-01  -2.86963771e-01  -4.77232676e-01   1.77113922e-01
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 [  4.57559616e-02   1.29884719e-01   2.52521088e-01   2.47303147e-01
   -5.34445915e-02  -1.95496656e-01  -1.74060208e-01  -1.33126698e-01
   -1.41088876e-01  -2.91493097e-01]
 [  2.47578795e-02  -6.24483913e-02  -1.17962679e-01  -5.24639096e-02
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 [  8.18439047e-04  -5.29376959e-02  -6.71911641e-02  -5.21043236e-02
   -2.13984097e-02  -1.77134202e-01   8.68097908e-02   9.88184933e-03
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 [  2.51446890e-02   6.58274530e-02   2.42401932e-01   6.82441318e-02
   -2.12324731e-01  -1.33549666e-01   1.17799883e-01   3.91306226e-02
   -1.90069036e-01   1.01413014e-01]
 [  7.40305733e-02   3.98100335e-02   1.08179486e-01   9.65402338e-03
   -2.46903296e-01   6.78514250e-02   5.66849052e-02  -2.70706450e-01
   -1.57970333e-02  -8.65160795e-02]
 [ -3.80646568e-03   1.12474937e-01   8.75529147e-02  -2.04431717e-02
   -7.46149537e-02   1.77685487e-01   7.75315067e-02   1.19148712e-01
   -1.38669526e-02   1.81506732e-01]
 [  2.22444635e-01   7.56612334e-02   2.90112177e-02   8.26041790e-02
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   -5.32295951e-02  -1.84057725e-02]
 [  4.57214530e-02   6.59139782e-03   1.82595271e-02   4.55848288e-02
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    1.22303606e-01   1.96804072e-01]
 [  4.94890323e-02   5.11789583e-01   1.24211740e-01   4.22111595e-01
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 [  1.78699815e-01   5.01142079e-01   6.63291180e-02   4.26713664e-01
   -9.26385918e-01  -8.41177160e-02  -4.40192311e-01   1.51056831e-01
    2.10213475e-01   4.82649211e-01]
 [  2.59445578e-01   3.21911441e-01   2.48570466e-01   1.55069449e-01
   -4.54071964e-01   7.82438249e-02  -2.30067891e-01   1.63151110e-01
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 [ -7.25436121e-02   2.24514141e-01   2.41974472e-01   1.83766222e-02
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   -3.14069420e-02   5.20500685e-02]
 [ -9.69152401e-02   1.52059539e-03   2.55309087e-02   9.60861975e-02
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   -2.72786649e-01  -9.06780066e-02]
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   -2.09552333e-01   2.93120015e-02]
 [  1.03815127e-02  -3.94208177e-01  -1.27393049e-01  -1.61180414e-01
    3.70510229e-01   2.57208336e-02   1.85737288e-01   1.52496963e-01
   -1.65092362e-01  -2.21894205e-01]
 [  1.20534430e-01  -2.32941718e-01  -1.52161410e-01  -1.74810792e-02
    6.62484108e-02  -5.04708895e-02   8.32142106e-02  -1.52519593e-01
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 [ -1.19391762e-01   7.23323059e-02   2.62446401e-01  -1.14357483e-02
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   -1.15406106e-01  -6.21130690e-02]
 [ -3.52847513e-01   1.94553443e-02   1.21872430e-02  -3.31018861e-02
    1.69918895e-01  -1.71890815e-01   1.80254823e-02   2.33954647e-01
   -9.14817295e-02   6.81204681e-02]
 [  1.46703629e-01   2.86720556e-02  -2.33885466e-01  -8.09442658e-02
    1.02015492e-01  -2.98165010e-01   6.19553417e-02  -1.67484870e-01
    2.63370273e-03  -1.86652233e-01]
 [  2.10633667e-01  -1.85541554e-01   6.37334519e-02  -2.36993947e-02
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    1.12789954e-01  -1.80857930e-01]
 [ -1.04591117e-01  -6.93352335e-02   1.21690709e-01   1.10341054e-01
    3.91966421e-02  -1.13927607e-01   2.54599862e-01  -7.78323203e-02
    1.84477417e-01  -2.97155785e-03]
 [ -4.06748498e-03  -1.78923791e-01   2.00104751e-01  -2.47272878e-01
   -8.48288871e-02   1.16248499e-01   6.61716234e-02  -1.17062436e-01
    2.41078859e-02   2.22646594e-01]]
[[ 0.62779689]
 [ 1.63421846]
 [ 0.2689416 ]
 [ 0.87857327]
 [-2.68417207]
 [-0.24915021]
 [-1.63641782]
 [ 0.07435418]
 [ 0.70526631]
 [ 0.89971949]]
Progress: 35.5% ... Training loss: 0.278 ... Validation loss: 0.455[[  1.61973445e-01   2.20116175e-01  -1.05713591e-01   1.10078248e-01
   -5.45082660e-01  -7.14524991e-02  -6.36253020e-02   1.21816579e-01
   -5.87653217e-02   1.87644508e-01]
 [  1.45958655e-02   1.53604797e-01  -1.90889793e-02   4.64726509e-02
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    1.42042401e-01  -2.71900842e-02]
 [  1.85277734e-01   7.10756423e-01   9.70027732e-03  -4.13415126e-02
    5.20537740e-01  -2.20288646e-02  -7.88911402e-01  -4.06727215e-02
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 [ -3.94784279e-03  -1.78305211e-01   2.00148838e-01  -2.47120431e-01
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[[ 0.62787675]
 [ 1.63229085]
 [ 0.26657709]
 [ 0.87778245]
 [-2.6862737 ]
 [-0.249213  ]
 [-1.63804674]
 [ 0.07340971]
 [ 0.70397593]
 [ 0.89971502]]
Progress: 35.5% ... Training loss: 0.278 ... Validation loss: 0.456[[  1.61254580e-01   2.18410576e-01  -1.06077870e-01   1.08701357e-01
   -5.40221226e-01  -7.10995630e-02  -6.21475448e-02   1.21715433e-01
   -5.96378402e-02   1.86602797e-01]
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 [  1.84622756e-01   7.06995736e-01   9.33325535e-03  -4.25569392e-02
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    5.10267476e-02   2.74241543e-01]
 [  2.01818354e-02  -3.41446655e-01  -2.10595726e-01   1.21152850e-01
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   -1.97381152e-01  -4.23882397e-02]
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   -1.74355145e-01  -2.19665567e-01]
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   -8.94269419e-02  -3.90601923e-03]
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   -3.12639077e-02  -6.67240429e-02]
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   -1.60170785e-01  -6.15629570e-02]
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   -1.54462690e-02  -8.60361103e-02]
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   -1.53533684e-02   1.79698872e-01]
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 [  1.19938857e-01  -2.33827652e-01  -1.52429348e-01  -1.80684773e-02
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 [ -3.53975025e-01   1.71691979e-02   1.16496055e-02  -3.48361197e-02
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   -9.28682589e-02   6.62156435e-02]
 [  1.45903174e-01   2.65682259e-02  -2.34240873e-01  -8.21595201e-02
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 [ -1.04555891e-01  -6.94325826e-02   1.21705574e-01   1.10327872e-01
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    1.84474007e-01  -2.98248389e-03]
 [ -3.89402456e-03  -1.77812645e-01   2.00159841e-01  -2.47095446e-01
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[[ 0.61926646]
 [ 1.6276258 ]
 [ 0.25824719]
 [ 0.86899136]
 [-2.69621788]
 [-0.2558817 ]
 [-1.64910632]
 [ 0.06458813]
 [ 0.69516161]
 [ 0.89004213]]
Progress: 35.5% ... Training loss: 0.276 ... Validation loss: 0.451[[  1.59049441e-01   2.13685016e-01  -1.06930417e-01   1.05778449e-01
   -5.31841847e-01  -7.01604356e-02  -5.67240622e-02   1.21489674e-01
   -6.22442831e-02   1.83509596e-01]
 [  1.45824191e-02   1.53415272e-01  -1.90984535e-02   4.64441675e-02
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    1.42021977e-01  -2.72188252e-02]
 [  1.85379681e-01   7.08428836e-01   9.47367816e-03  -4.22901628e-02
    5.28030258e-01  -2.18607319e-02  -7.87486248e-01  -4.07077369e-02
    5.14624792e-02   2.74906025e-01]
 [  2.31240518e-02  -3.35496616e-01  -2.09229182e-01   1.25921404e-01
   -2.29113054e-02   1.41358361e-01   1.61026907e-01   6.09792532e-02
    8.93373647e-02   2.37005330e-01]
 [ -2.45468675e-02   9.74240336e-02  -1.51580232e-01   3.04591471e-02
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   -2.01424672e-01  -4.74450944e-02]
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   -1.63452838e-02  -1.07441692e-02]
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 [  5.20635826e-02  -3.88296524e-01   8.78586194e-02   2.74824622e-02
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   -1.51472164e-02  -1.29144303e-01]
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   -1.74507165e-01  -2.19813469e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -9.03041044e-02  -5.02780802e-03]
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 [  5.31697359e-02  -3.39040648e-02   8.61541020e-02   8.22030785e-02
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   -3.25741770e-02  -6.82665157e-02]
 [  1.01604114e-02  -1.49060697e-01  -2.91115676e-01  -5.00751217e-02
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 [  4.94951473e-02  -1.69002850e-02  -1.16314539e-01   4.48685934e-02
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   -1.82322638e-01  -3.78539689e-01]
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 [  1.03596735e-02  -4.59740146e-01  -4.36605386e-02  -1.07962882e-01
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   -3.64470376e-01  -2.20017160e-01]
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   -8.72258675e-02  -1.34236618e-01]
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   -2.58165431e-01  -2.90714482e-02]
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   -7.87892337e-03  -1.16921458e-01]
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 [  3.48137642e-01   3.25393200e-01  -8.33627622e-02   3.10889545e-01
   -8.76945140e-01  -2.86961431e-01  -4.77735036e-01   1.77106614e-01
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 [  4.56116873e-02   1.29370482e-01   2.52454978e-01   2.47013659e-01
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   -1.90686933e-01   1.00672597e-01]
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   -1.57428137e-02  -8.64042435e-02]
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   -6.70207270e-02   1.78368207e-01   8.16595607e-02   1.18949571e-01
   -1.58617249e-02   1.79045240e-01]
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   -5.32993157e-02  -1.84502300e-02]
 [  4.69395370e-02   9.67635067e-03   1.87662003e-02   4.72768724e-02
   -4.31797972e-01  -1.24583801e-01  -2.18195869e-01   4.15862228e-02
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   -9.29613779e-01  -8.42435958e-02  -4.40914148e-01   1.51106955e-01
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 [  2.59366319e-01   3.22413491e-01   2.48544708e-01   1.54978608e-01
   -4.54143249e-01   7.82799368e-02  -2.30255008e-01   1.63148664e-01
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   -3.09723045e-02   5.25165189e-02]
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   -2.73259079e-01  -9.13193099e-02]
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   -2.09538154e-01   2.93559068e-02]
 [  9.67973385e-03  -3.96060259e-01  -1.27682013e-01  -1.62189853e-01
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   -1.65897562e-01  -2.22932026e-01]
 [  1.19707698e-01  -2.33522206e-01  -1.52487429e-01  -1.81565661e-02
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 [ -1.20344225e-01   6.94065998e-02   2.62056465e-01  -1.28203283e-02
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   -1.16477393e-01  -6.34660696e-02]
 [ -3.53996309e-01   1.69053791e-02   1.16584769e-02  -3.47619154e-02
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   -9.28403387e-02   6.62865638e-02]
 [  1.46737612e-01   2.87593939e-02  -2.33878898e-01  -8.08904210e-02
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 [  2.10670454e-01  -1.86162844e-01   6.37124483e-02  -2.38782953e-02
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    1.12593768e-01  -1.80713285e-01]
 [ -1.05282648e-01  -7.13398532e-02   1.21429745e-01   1.09356277e-01
    4.20897754e-02  -1.13666329e-01   2.56858589e-01  -7.78957550e-02
    1.83696683e-01  -3.98793549e-03]
 [ -4.23392950e-03  -1.79184258e-01   2.00089217e-01  -2.47389933e-01
   -8.66898892e-02   1.16268045e-01   6.70035341e-02  -1.17062297e-01
    2.41191652e-02   2.22506382e-01]]
[[ 0.61678969]
 [ 1.62624791]
 [ 0.25588831]
 [ 0.86558226]
 [-2.69682073]
 [-0.25732679]
 [-1.65294948]
 [ 0.06397121]
 [ 0.69510334]
 [ 0.88797671]]
Progress: 35.6% ... Training loss: 0.278 ... Validation loss: 0.455[[  1.61330692e-01   2.20054251e-01  -1.05851698e-01   1.09060555e-01
   -5.41193255e-01  -7.11488617e-02  -6.25277231e-02   1.21751492e-01
   -5.94820129e-02   1.86863477e-01]
 [  1.47185436e-02   1.53599056e-01  -1.90331950e-02   4.66887654e-02
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    1.42183431e-01  -2.69982703e-02]
 [  1.88205315e-01   7.17361927e-01   1.07214664e-02  -3.83252520e-02
    5.15888269e-01  -2.30407975e-02  -7.95307316e-01  -4.04114712e-02
    5.47544320e-02   2.79074866e-01]
 [  2.24862103e-02  -3.37878741e-01  -2.09431760e-01   1.25088786e-01
   -1.97681196e-02   1.41536317e-01   1.62984144e-01   6.09222360e-02
    8.86209340e-02   2.36060751e-01]
 [ -2.07472657e-02   1.07228265e-01  -1.50001699e-01   3.58829969e-02
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   -1.97007209e-01  -4.18922073e-02]
 [ -3.80544417e-01  -6.08417567e-01  -2.94970910e-01   1.65740873e-01
   -2.01071191e-02   3.93927095e-02   3.00131159e-01  -3.73328343e-02
   -1.51206248e-02  -9.26115572e-03]
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   -1.63757868e-02   6.85061617e-02  -1.52321937e-01  -2.88476038e-02
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   -1.34385631e-02  -1.26908116e-01]
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   -1.73405735e-01  -2.18454834e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.66923073e-01  -3.22341447e-01   1.01501832e-01   2.33036056e-01
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   -2.54765966e-01  -6.48172536e-02]
 [  1.07033442e-01  -1.69348184e-01  -2.01596758e-02   1.24140822e-01
   -4.80185383e-02  -8.93392590e-02   2.21913665e-01   3.54971595e-03
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 [  3.76946116e-02  -9.17044395e-02  -2.10714695e-01   1.51946249e-01
   -5.09695142e-02   8.35336476e-02  -4.53585336e-02  -1.98348479e-02
   -8.90577780e-02  -3.56549800e-03]
 [ -1.16113563e-01  -6.37035582e-02  -2.00174982e-01   1.63773236e-01
   -1.08614465e-02   1.32247800e-01  -1.50041457e-03  -2.49789904e-01
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 [ -6.64885048e-02  -3.47377565e-02   2.76480562e-01   1.02532738e-01
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 [  5.39745757e-02  -3.20821636e-02   8.64724103e-02   8.32909743e-02
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   -3.16683184e-02  -6.72598373e-02]
 [  1.08719048e-02  -1.47249915e-01  -2.90796682e-01  -4.89942120e-02
    1.53339569e-01  -9.27878768e-02   1.51493723e-01   1.63546106e-01
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 [  5.07967731e-02  -1.37519251e-02  -1.15736844e-01   4.67794819e-02
   -1.04906484e-01   3.21049600e-01   2.59789132e-01   2.04931510e-01
   -1.58353361e-01  -5.92346102e-02]
 [  2.75521011e-03  -9.31360889e-03   1.23088258e-01   1.06925860e-01
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 [  1.12351485e-01   8.09195266e-02  -4.45110757e-02  -9.51987476e-02
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   -3.04516117e-03   5.18212284e-02]
 [ -3.12823923e-02  -1.07231189e-01  -7.52204819e-02  -1.27711042e-01
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   -1.82331621e-01  -3.78583085e-01]
 [ -1.87095993e-02  -4.07300513e-01  -3.11530922e-02  -7.58181045e-02
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    2.75998519e-02  -3.87888307e-01]
 [  1.00858120e-02  -4.60449640e-01  -4.37601826e-02  -1.08351414e-01
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   -3.64784552e-01  -2.20413702e-01]
 [ -1.71191489e-01  -6.03839341e-01  -9.61245134e-03  -2.03517525e-01
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   -6.78756117e-02   8.36276998e-02]
 [ -2.93276376e-01  -4.17064601e-01   5.63723152e-02  -4.49125602e-02
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   -8.67530201e-02  -1.33632531e-01]
 [ -2.06644370e-01  -3.16551707e-01   2.51134025e-01  -2.43816867e-01
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   -2.57795720e-01  -2.86068603e-02]
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   -7.83745590e-03  -1.16861496e-01]
 [  1.03858394e-01   2.32791630e-01   1.60748864e-01  -1.01947644e-01
   -5.28475521e-02   5.32008406e-02  -1.36876575e-01   2.82137481e-01
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 [  3.50877610e-01   3.32266921e-01  -8.21461629e-02   3.14922941e-01
   -8.87112126e-01  -2.88137716e-01  -4.84743514e-01   1.77408462e-01
    3.85073451e-01  -2.95688579e-02]
 [  4.58219014e-02   1.29904134e-01   2.52537818e-01   2.47293418e-01
   -5.35380333e-02  -1.95526328e-01  -1.74163747e-01  -1.33122426e-01
   -1.41025845e-01  -2.91441031e-01]
 [  2.48967832e-02  -6.24657757e-02  -1.17910725e-01  -5.22622325e-02
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 [  2.99112507e-04  -5.40009940e-02  -6.74209000e-02  -5.28705544e-02
   -1.94028264e-02  -1.76942242e-01   8.78049221e-02   9.81539781e-03
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 [  2.45612033e-02   6.49199504e-02   2.42121503e-01   6.72525070e-02
   -2.09626116e-01  -1.33314090e-01   1.18876852e-01   3.90418786e-02
   -1.90952337e-01   1.00343015e-01]
 [  7.41621289e-02   4.01541125e-02   1.08271496e-01   9.87624277e-03
   -2.47565218e-01   6.77874216e-02   5.63274662e-02  -2.70679518e-01
   -1.55890088e-02  -8.61979661e-02]
 [ -5.80200717e-03   1.07866150e-01   8.66528194e-02  -2.34082520e-02
   -6.56486770e-02   1.78499793e-01   8.25080614e-02   1.18916475e-01
   -1.62213121e-02   1.78589202e-01]
 [  2.22914651e-01   7.69455024e-02   2.91841773e-02   8.33237782e-02
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   -5.26942759e-02  -1.77044650e-02]
 [  4.70778866e-02   1.01298837e-02   1.88267233e-02   4.74727656e-02
   -4.32480233e-01  -1.24626562e-01  -2.18615802e-01   4.16011601e-02
    1.23777210e-01   1.98703030e-01]
 [  5.02371029e-02   5.12943535e-01   1.24559721e-01   4.23300129e-01
   -1.15375955e+00  -3.05108218e-01  -6.00193312e-01  -7.17520222e-02
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 [  1.79680280e-01   5.03784854e-01   6.67883432e-02   4.28156620e-01
   -9.32155969e-01  -8.44917147e-02  -4.42433282e-01   1.51171453e-01
    2.11298287e-01   4.83483081e-01]
 [  2.59497743e-01   3.22784721e-01   2.48591535e-01   1.55177457e-01
   -4.54886830e-01   7.82223688e-02  -2.30624536e-01   1.63162350e-01
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 [ -7.23366894e-02   2.25427609e-01   2.42068615e-01   1.86643718e-02
   -4.52561677e-02   1.30121996e-01  -1.04963236e-01  -1.50071353e-02
   -3.11791484e-02   5.22728675e-02]
 [ -9.76846885e-02  -1.16755904e-05   2.52033427e-02   9.50020561e-02
   -5.78478798e-02   1.15472168e-01   2.48191047e-01   2.02308995e-02
   -2.73630454e-01  -9.18083293e-02]
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   -2.09390739e-01   2.95553795e-02]
 [  9.61614450e-03  -3.96362526e-01  -1.27708973e-01  -1.62265766e-01
    3.73590468e-01   2.60344861e-02   1.87896197e-01   1.52411718e-01
   -1.65961302e-01  -2.23020593e-01]
 [  1.20079996e-01  -2.32240360e-01  -1.52308131e-01  -1.75276691e-02
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    1.17002708e-01  -1.47652365e-01]
 [ -1.19099106e-01   7.24122517e-02   2.62623310e-01  -1.08451965e-02
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   -1.15039169e-01  -6.15600230e-02]
 [ -3.53341295e-01   1.85742808e-02   1.19339259e-02  -3.38757951e-02
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   -9.21265331e-02   6.70556534e-02]
 [  1.47096201e-01   2.86917902e-02  -2.33738758e-01  -8.03927408e-02
    1.00966888e-01  -2.98350539e-01   6.20661759e-02  -1.67448652e-01
    3.08489680e-03  -1.86147318e-01]
 [  2.12918117e-01  -1.80911183e-01   6.46736265e-02  -2.07252658e-02
    9.10063296e-02  -3.62176297e-02   3.37862766e-02  -1.36617247e-01
    1.15156146e-01  -1.77454055e-01]
 [ -1.05227057e-01  -7.13142161e-02   1.21475422e-01   1.09465646e-01
    4.18443484e-02  -1.13692651e-01   2.56944764e-01  -7.78842288e-02
    1.83841950e-01  -3.85011684e-03]
 [ -3.20274305e-03  -1.76916468e-01   2.00530069e-01  -2.45900664e-01
   -9.10806928e-02   1.15842404e-01   6.46749495e-02  -1.16953504e-01
    2.53480208e-02   2.23999577e-01]]
[[ 0.64142977]
 [ 1.64922418]
 [ 0.27609859]
 [ 0.88953407]
 [-2.68008001]
 [-0.24008389]
 [-1.63560392]
 [ 0.08391233]
 [ 0.71878602]
 [ 0.91082848]]
Progress: 35.6% ... Training loss: 0.287 ... Validation loss: 0.460[[  1.58508988e-01   2.14362674e-01  -1.07080302e-01   1.04946993e-01
   -5.29850894e-01  -7.00728435e-02  -5.60868323e-02   1.21352191e-01
   -6.26824400e-02   1.82831366e-01]
 [  1.49167041e-02   1.54051097e-01  -1.89538795e-02   4.69447228e-02
    8.17299294e-02  -7.00848367e-03   3.10516113e-01   4.13391232e-02
    1.42365732e-01  -2.67248233e-02]
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 [  1.19886883e-01  -2.32240375e-01  -1.52407530e-01  -1.78596321e-02
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   -1.15141891e-01  -6.16757964e-02]
 [ -3.53473041e-01   1.81736318e-02   1.18845133e-02  -3.40281644e-02
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 [  1.45063419e-01   2.38381069e-02  -2.34641493e-01  -8.33352374e-02
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 [  2.11888388e-01  -1.83568308e-01   6.41852727e-02  -2.22795347e-02
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 [ -1.06045374e-01  -7.32119384e-02   1.21120879e-01   1.08288269e-01
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    1.82973851e-01  -4.91346047e-03]
 [ -3.75508310e-03  -1.78306859e-01   2.00283150e-01  -2.46667070e-01
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[[ 0.62424629]
 [ 1.63570448]
 [ 0.26196035]
 [ 0.87503708]
 [-2.69974042]
 [-0.25491894]
 [-1.6516685 ]
 [ 0.06806898]
 [ 0.70123384]
 [ 0.89271919]]
Progress: 35.7% ... Training loss: 0.275 ... Validation loss: 0.449[[  1.57527870e-01   2.13597313e-01  -1.07385685e-01   1.03430824e-01
   -5.26062412e-01  -6.96489849e-02  -5.50102405e-02   1.21251144e-01
   -6.38490150e-02   1.81492874e-01]
 [  1.52737105e-02   1.54930024e-01  -1.87928012e-02   4.74358911e-02
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    1.42730425e-01  -2.62262296e-02]
 [  1.87416290e-01   7.12511126e-01   1.03571060e-02  -4.02771144e-02
    5.26342454e-01  -2.27419416e-02  -7.92821986e-01  -4.06129333e-02
    5.38412948e-02   2.78332667e-01]
 [  2.19129410e-02  -3.40832636e-01  -2.09400477e-01   1.25082642e-01
   -1.72898142e-02   1.41650463e-01   1.65498859e-01   6.09127400e-02
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 [ -1.72714795e-02   1.14728111e-01  -1.48589395e-01   4.07717912e-02
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   -1.93124746e-01  -3.73525283e-02]
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   -1.79873747e-02  -1.28736119e-02]
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 [  5.20237673e-02  -3.85395627e-01   8.78050950e-02   2.71950684e-02
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   -1.51859127e-02  -1.29142304e-01]
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   -1.73380606e-01  -2.18411359e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -2.56799611e-01  -6.73188636e-02]
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   -4.72511020e-02  -8.92030175e-02   2.22975213e-01   3.49800885e-03
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 [  3.77423594e-02  -9.12510700e-02  -2.10625820e-01   1.52100751e-01
   -5.16721450e-02   8.34544329e-02  -4.56392419e-02  -1.98121036e-02
   -8.89425742e-02  -3.38880236e-03]
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 [  5.33886927e-02  -3.33579722e-02   8.62137387e-02   8.22788762e-02
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   -3.24099393e-02  -6.80909994e-02]
 [  1.04189645e-02  -1.48115512e-01  -2.91080992e-01  -4.98363427e-02
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    1.09618545e-01  -2.84413254e-02]
 [  5.01637001e-02  -1.54255993e-02  -1.16003516e-01   4.59216598e-02
   -1.02373249e-01   3.21297053e-01   2.61331252e-01   2.04860178e-01
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 [ -1.05107433e-01  -7.10529068e-02   1.21528547e-01   1.09528849e-01
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    1.84072200e-01  -3.61159333e-03]
 [ -4.85759702e-03  -1.80149523e-01   1.99789968e-01  -2.48415704e-01
   -8.51014353e-02   1.16552316e-01   6.81796473e-02  -1.17166001e-01
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[[ 0.62550876]
 [ 1.63968948]
 [ 0.26131016]
 [ 0.87426353]
 [-2.6980273 ]
 [-0.25560469]
 [-1.65675078]
 [ 0.06713024]
 [ 0.70164352]
 [ 0.89178763]]
Progress: 35.8% ... Training loss: 0.275 ... Validation loss: 0.447[[  1.57863268e-01   2.13343000e-01  -1.07203107e-01   1.03936592e-01
   -5.26761178e-01  -6.98007125e-02  -5.51237936e-02   1.21309847e-01
   -6.34432807e-02   1.81980852e-01]
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 [  1.88687185e-01   7.13598677e-01   1.09676167e-02  -3.85111501e-02
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    5.53716615e-02   2.79971761e-01]
 [  1.99470237e-02  -3.45461084e-01  -2.10302834e-01   1.22317068e-01
   -9.19427845e-03   1.42458355e-01   1.70017404e-01   6.06717696e-02
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 [ -1.38790945e-02   1.21638809e-01  -1.47176430e-01   4.55173761e-02
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   -1.68597176e-02  -1.14939771e-02]
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   -1.73385535e-01  -2.18305924e-01]
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   -1.77773954e-02   1.76674888e-01]
 [  2.23499591e-01   7.87191147e-02   2.94532309e-02   8.41764582e-02
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   -5.20199302e-02  -1.68004084e-02]
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   -2.10862873e-01   2.77877366e-02]
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 [  1.20400038e-01  -2.30263298e-01  -1.52230113e-01  -1.70130603e-02
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 [ -1.17358739e-01   7.59743511e-02   2.63380625e-01  -8.24793856e-03
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   -1.12989267e-01  -5.91190557e-02]
 [ -3.53557921e-01   1.74681061e-02   1.18590212e-02  -3.42676417e-02
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   -9.23491539e-02   6.66214030e-02]
 [  1.44774194e-01   2.31630191e-02  -2.34686671e-01  -8.35763498e-02
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 [  2.11029835e-01  -1.85082731e-01   6.38706347e-02  -2.34711043e-02
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    1.12971666e-01  -1.80182966e-01]
 [ -1.04532484e-01  -7.00288063e-02   1.21779191e-01   1.10265696e-01
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    1.84687614e-01  -2.90393719e-03]
 [ -5.34459943e-03  -1.80957691e-01   1.99587173e-01  -2.49074830e-01
   -8.35569038e-02   1.16744543e-01   6.91527399e-02  -1.17220616e-01
    2.27272285e-02   2.21242955e-01]]
[[ 0.63008174]
 [ 1.64703805]
 [ 0.2660851 ]
 [ 0.88047358]
 [-2.69565541]
 [-0.25369026]
 [-1.65433983]
 [ 0.07072038]
 [ 0.70546308]
 [ 0.89720534]]
Progress: 35.8% ... Training loss: 0.276 ... Validation loss: 0.444[[  1.56752446e-01   2.11135037e-01  -1.07700031e-01   1.02348301e-01
   -5.22032663e-01  -6.93479890e-02  -5.27019794e-02   1.21195896e-01
   -6.46803741e-02   1.80580219e-01]
 [  1.51262639e-02   1.54623552e-01  -1.88480099e-02   4.73048689e-02
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    1.42778096e-01  -2.63974796e-02]
 [  1.88584647e-01   7.14069291e-01   1.08951604e-02  -3.89514725e-02
    5.23123744e-01  -2.30457052e-02  -7.95718827e-01  -4.04809619e-02
    5.49018369e-02   2.79762154e-01]
 [  2.27868692e-02  -3.40556946e-01  -2.09003950e-01   1.26651054e-01
   -2.00340836e-02   1.41355080e-01   1.64205770e-01   6.09849285e-02
    8.97616951e-02   2.37593326e-01]
 [ -1.84294868e-02   1.10133516e-01  -1.49073131e-01   3.89191742e-02
   -7.34463390e-03  -1.80700253e-01   6.23065461e-02  -1.18567330e-01
   -1.94774392e-01  -3.91711653e-02]
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   -1.84060264e-02  -1.35863862e-02]
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   -1.57389796e-02  -1.29783728e-01]
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   -1.72828053e-01  -2.17610586e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -2.56639438e-01  -6.71369517e-02]
 [  1.05797450e-01  -1.71824447e-01  -2.06614623e-02   1.22512210e-01
   -4.43481011e-02  -8.89014116e-02   2.24629268e-01   3.41264159e-03
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 [  3.77934471e-02  -9.19166180e-02  -2.10619573e-01   1.52174345e-01
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   -8.88659163e-02  -3.37456740e-03]
 [ -1.16213484e-01  -6.38917089e-02  -2.00207205e-01   1.63595723e-01
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 [ -6.58855849e-02  -3.39081003e-02   2.76649556e-01   1.03161194e-01
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 [  5.35331921e-02  -3.27095700e-02   8.62937644e-02   8.24500507e-02
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   -3.22549286e-02  -6.78674859e-02]
 [  1.11611164e-02  -1.45706652e-01  -2.90689847e-01  -4.85319430e-02
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 [  4.97186167e-02  -1.75021488e-02  -1.16189886e-01   4.52478303e-02
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   -1.59659005e-01  -6.08139749e-02]
 [  1.37004181e-03  -1.35939551e-02   1.22487822e-01   1.04992869e-01
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 [  1.11057368e-01   7.80728116e-02  -4.50307695e-02  -9.70306175e-02
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   -2.94210802e-03   5.19237284e-02]
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   -1.81528937e-01  -3.77674333e-01]
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    2.65630020e-02  -3.89122338e-01]
 [  9.59583632e-03  -4.62263171e-01  -4.39850993e-02  -1.09098859e-01
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   -3.65460810e-01  -2.21263080e-01]
 [ -1.72287170e-01  -6.06731970e-01  -1.00497462e-02  -2.04924484e-01
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   -6.89359124e-02   8.22546889e-02]
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   -8.60913086e-02  -1.32814669e-01]
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   -2.58118553e-01  -2.89907169e-02]
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   -8.39308013e-03  -1.17518189e-01]
 [  1.04755870e-01   2.36111703e-01   1.61144378e-01  -1.00659873e-01
   -5.71844225e-02   5.28468591e-02  -1.40015170e-01   2.82239345e-01
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 [  3.49927074e-01   3.30329945e-01  -8.25611264e-02   3.13488728e-01
   -8.84503245e-01  -2.87701865e-01  -4.82623619e-01   1.77300555e-01
    3.84039586e-01  -3.07830326e-02]
 [  4.61087979e-02   1.30580790e-01   2.52655096e-01   2.47638802e-01
   -5.48936693e-02  -1.95620004e-01  -1.75038681e-01  -1.33094339e-01
   -1.40711146e-01  -2.91078034e-01]
 [  2.35749972e-02  -6.59618654e-02  -1.18507548e-01  -5.41884438e-02
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 [ -6.46497990e-04  -5.61832556e-02  -6.78150643e-02  -5.42427100e-02
   -1.55022056e-02  -1.76569764e-01   9.00697597e-02   9.70561763e-03
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 [  2.53088114e-02   6.69761320e-02   2.42362084e-01   6.82470610e-02
   -2.12810382e-01  -1.33620521e-01   1.16828136e-01   3.91137351e-02
   -1.90260384e-01   1.01289575e-01]
 [  7.38051162e-02   3.93999478e-02   1.08089027e-01   9.22977151e-03
   -2.45933402e-01   6.79384351e-02   5.72062615e-02  -2.70729496e-01
   -1.60405271e-02  -8.67151154e-02]
 [ -7.44586393e-03   1.03938783e-01   8.59495842e-02  -2.58459763e-02
   -5.92229538e-02   1.79176591e-01   8.63481106e-02   1.18716326e-01
   -1.81941649e-02   1.76169346e-01]
 [  2.23551559e-01   7.86711831e-02   2.94492322e-02   8.42110553e-02
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   -5.20103877e-02  -1.67527047e-02]
 [  4.66845150e-02   1.00920785e-02   1.86636091e-02   4.68976324e-02
   -4.31422690e-01  -1.24500221e-01  -2.18392403e-01   4.15578958e-02
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 [  5.20300031e-02   5.16833539e-01   1.25329020e-01   4.25888207e-01
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 [  1.80009229e-01   5.04576979e-01   6.68804982e-02   4.28363736e-01
   -9.33541709e-01  -8.45522198e-02  -4.43371260e-01   1.51181765e-01
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 [  2.60108615e-01   3.25353051e-01   2.48925344e-01   1.56328532e-01
   -4.58136968e-01   7.79016401e-02  -2.33025283e-01   1.63252606e-01
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 [ -7.27083452e-02   2.24611187e-01   2.41902626e-01   1.81086341e-02
   -4.38353534e-02   1.30271607e-01  -1.04178990e-01  -1.50481714e-02
   -3.15945593e-02   5.17277281e-02]
 [ -9.86842238e-02  -2.13320006e-03   2.47858459e-02   9.36363252e-02
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   -2.74686385e-01  -9.31556895e-02]
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   -2.11068931e-01   2.75360627e-02]
 [  9.22581028e-03  -3.97342557e-01  -1.27885540e-01  -1.62825342e-01
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   -1.66400672e-01  -2.23587883e-01]
 [  1.21486466e-01  -2.27960195e-01  -1.51782482e-01  -1.54385012e-02
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    1.18454572e-01  -1.45696423e-01]
 [ -1.17261154e-01   7.62290321e-02   2.63442953e-01  -8.07840400e-03
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   -1.12929024e-01  -5.90749494e-02]
 [ -3.53856963e-01   1.68311545e-02   1.17357067e-02  -3.46818166e-02
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   -9.26718397e-02   6.62149885e-02]
 [  1.43884836e-01   2.02289741e-02  -2.35048492e-01  -8.47646335e-02
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   -3.31772911e-04  -1.90538239e-01]
 [  2.10520477e-01  -1.86008502e-01   6.36993323e-02  -2.40537122e-02
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    1.12526191e-01  -1.80798105e-01]
 [ -1.04657326e-01  -7.05855507e-02   1.21729881e-01   1.10144731e-01
    3.89977116e-02  -1.13899440e-01   2.55178405e-01  -7.78324659e-02
    1.84572747e-01  -3.13257724e-03]
 [ -6.71388878e-03  -1.83872540e-01   1.98899079e-01  -2.51081227e-01
   -7.88752287e-02   1.17312792e-01   7.23511047e-02  -1.17387714e-01
    2.11404654e-02   2.19325272e-01]]
[[ 0.62379354]
 [ 1.64138308]
 [ 0.26117893]
 [ 0.87436768]
 [-2.69878373]
 [-0.25744958]
 [-1.66192553]
 [ 0.06640602]
 [ 0.70076404]
 [ 0.8921546 ]]
Progress: 35.9% ... Training loss: 0.276 ... Validation loss: 0.448[[  1.53803926e-01   2.04402148e-01  -1.08901515e-01   9.83310079e-02
   -5.10155660e-01  -6.82351798e-02  -4.57919050e-02   1.20898092e-01
   -6.79600625e-02   1.76576573e-01]
 [  1.50798415e-02   1.54894664e-01  -1.89041517e-02   4.71105872e-02
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 [ -1.06028627e-01  -7.40828235e-02   1.21168593e-01   1.08236956e-01
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 [ -6.72332772e-03  -1.84499098e-01   1.98909114e-01  -2.51057684e-01
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[[ 0.61909105]
 [ 1.63223184]
 [ 0.25761355]
 [ 0.87077435]
 [-2.70293115]
 [-0.25812131]
 [-1.6619028 ]
 [ 0.06420289]
 [ 0.70006865]
 [ 0.88758067]]
Progress: 35.9% ... Training loss: 0.280 ... Validation loss: 0.457[[  1.54345253e-01   2.06276900e-01  -1.08654254e-01   9.89840044e-02
   -5.11895891e-01  -6.83367546e-02  -4.72341403e-02   1.20938400e-01
   -6.74405479e-02   1.77326350e-01]
 [  1.51418586e-02   1.55216011e-01  -1.88693952e-02   4.72677769e-02
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    1.42715278e-01  -2.63852748e-02]
 [  1.84426902e-01   7.07834596e-01   9.07797496e-03  -4.49532566e-02
    5.37591827e-01  -2.13963138e-02  -7.88662427e-01  -4.09279737e-02
    5.02966992e-02   2.74290598e-01]
 [  2.41180878e-02  -3.37369932e-01  -2.08411681e-01   1.29223700e-01
   -2.62987558e-02   1.40659570e-01   1.60387678e-01   6.11541956e-02
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 [ -1.73164234e-02   1.14285235e-01  -1.48688656e-01   4.04254832e-02
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   -1.93515815e-01  -3.77371738e-02]
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   -1.81721146e-02  -1.33714753e-02]
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 [  5.40109301e-02  -3.82276433e-01   8.86156406e-02   2.97655838e-02
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   -1.73033792e-01  -2.17880481e-01]
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 [  1.06801556e-01  -1.70467770e-01  -2.02188021e-02   1.23866740e-01
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   -5.19513498e-02   8.33581778e-02  -4.51349855e-02  -1.97998284e-02
   -8.87721872e-02  -3.22143684e-03]
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   -3.20827255e-02  -6.76048074e-02]
 [  1.08141523e-02  -1.46056642e-01  -2.90902783e-01  -4.92355540e-02
    1.51733180e-01  -9.28055940e-02   1.50319738e-01   1.63492945e-01
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 [ -1.05638172e-01  -7.35229927e-02   1.21320215e-01   1.08691274e-01
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 [ -7.75736752e-03  -1.86397251e-01   1.98505841e-01  -2.52474756e-01
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[[ 0.62630905]
 [ 1.63918576]
 [ 0.26256747]
 [ 0.87927165]
 [-2.69888334]
 [-0.25533322]
 [-1.65450853]
 [ 0.0697749 ]
 [ 0.7059262 ]
 [ 0.89360605]]
Progress: 36.0% ... Training loss: 0.276 ... Validation loss: 0.451[[  1.57436902e-01   2.14118608e-01  -1.07324696e-01   1.03351578e-01
   -5.22088645e-01  -6.95558683e-02  -5.49273256e-02   1.21295175e-01
   -6.39695990e-02   1.81935063e-01]
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 [  1.86348205e-01   7.11734361e-01   9.91898872e-03  -4.21494650e-02
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   -1.72905995e-01  -2.17651228e-01]
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   -1.60794011e-02  -8.67249166e-02]
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   -5.69938478e-02   1.79487772e-01   8.78988257e-02   1.18631945e-01
   -1.90924433e-02   1.75124047e-01]
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   -5.19072829e-02  -1.65925347e-02]
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   -9.09629668e-02   6.82860634e-02]
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    1.13603840e-01  -1.79314637e-01]
 [ -1.06007277e-01  -7.44660173e-02   1.21167783e-01   1.08138305e-01
    4.49585019e-02  -1.13314860e-01   2.59089428e-01  -7.79789995e-02
    1.83105658e-01  -4.91355884e-03]
 [ -7.34297800e-03  -1.85073789e-01   1.98654842e-01  -2.51889639e-01
   -7.81767657e-02   1.17582895e-01   7.38273733e-02  -1.17444319e-01
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[[ 0.63190073]
 [ 1.64573172]
 [ 0.26518789]
 [ 0.88318349]
 [-2.69972339]
 [-0.25411579]
 [-1.65591411]
 [ 0.0739123 ]
 [ 0.70991445]
 [ 0.89869478]]
Progress: 36.0% ... Training loss: 0.276 ... Validation loss: 0.449[[  1.58097779e-01   2.14674465e-01  -1.07042276e-01   1.04386450e-01
   -5.23211894e-01  -6.98248217e-02  -5.60032088e-02   1.21377413e-01
   -6.32087909e-02   1.82949066e-01]
 [  1.55111354e-02   1.55980631e-01  -1.87035866e-02   4.78296671e-02
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 [  1.85010811e-01   7.09104753e-01   9.43798334e-03  -4.40628418e-02
    5.36524641e-01  -2.16375870e-02  -7.90757486e-01  -4.08418933e-02
    5.10988303e-02   2.75306145e-01]
 [  2.78632954e-02  -3.32450368e-01  -2.06808773e-01   1.35104637e-01
   -4.01140730e-02   1.38998963e-01   1.53833185e-01   6.16057283e-02
    9.54435653e-02   2.44776020e-01]
 [ -2.07635612e-02   1.06506413e-01  -1.50306073e-01   3.55502781e-02
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   -1.97414918e-01  -4.24302788e-02]
 [ -3.82473935e-01  -6.13036709e-01  -2.95852372e-01   1.63427906e-01
   -1.93193570e-02   4.00287671e-02   3.06520422e-01  -3.75462252e-02
   -1.73728749e-02  -1.21610583e-02]
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   -1.72921469e-01  -2.17652023e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -2.57307829e-01  -6.80444203e-02]
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 [  3.92093114e-02  -8.90299356e-02  -2.10036836e-01   1.54095431e-01
   -5.62059870e-02   8.28243143e-02  -4.81993107e-02  -1.96362602e-02
   -8.72772452e-02  -1.19792784e-03]
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 [  5.39749030e-02  -3.24314913e-02   8.65046142e-02   8.31288824e-02
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   -3.16732795e-02  -6.70949845e-02]
 [  1.14805556e-02  -1.44343252e-01  -2.90576521e-01  -4.81099724e-02
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 [  4.99246033e-02  -1.67679696e-02  -1.16068641e-01   4.57195640e-02
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   -1.59348530e-01  -6.03778480e-02]
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   -1.81541903e-01  -3.77721393e-01]
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 [  9.87765117e-03  -4.62817438e-01  -4.38835551e-02  -1.08746249e-01
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   -3.65242071e-01  -2.21022393e-01]
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   -6.83978090e-02   8.29773216e-02]
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   -8.65035405e-02  -1.33378620e-01]
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   -8.74831632e-03  -1.17954030e-01]
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 [  3.51611319e-01   3.34235415e-01  -8.18112860e-02   3.16077885e-01
   -8.89477848e-01  -2.88437956e-01  -4.86487649e-01   1.77505918e-01
    3.85986381e-01  -2.80081607e-02]
 [  4.66142637e-02   1.31421452e-01   2.52871219e-01   2.48279728e-01
   -5.61720270e-02  -1.95805813e-01  -1.75705482e-01  -1.33043236e-01
   -1.40168067e-01  -2.90461143e-01]
 [  2.37108006e-02  -6.59975118e-02  -1.18507639e-01  -5.40138217e-02
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 [ -1.31252106e-04  -5.51419843e-02  -6.76042622e-02  -5.34926240e-02
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 [  2.54483169e-02   6.72155278e-02   2.42422707e-01   6.83656636e-02
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   -1.90168786e-01   1.01403776e-01]
 [  7.33804176e-02   3.79351192e-02   1.07914405e-01   8.62946368e-03
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   -1.65242244e-02  -8.72745393e-02]
 [ -8.43085486e-03   1.02043127e-01   8.55482330e-02  -2.73058060e-02
   -5.59752552e-02   1.79589381e-01   8.84079690e-02   1.18602438e-01
   -1.93811827e-02   1.74768763e-01]
 [  2.23140011e-01   7.77504516e-02   2.92665124e-02   8.35922945e-02
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   -5.25041418e-02  -1.73435076e-02]
 [  4.63587610e-02   9.41219810e-03   1.85214496e-02   4.64096858e-02
   -4.30268847e-01  -1.24377785e-01  -2.17775103e-01   4.15191539e-02
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 [  5.42145706e-02   5.21567155e-01   1.26282430e-01   4.28940454e-01
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 [  2.61366114e-01   3.29446045e-01   2.49560971e-01   1.58522369e-01
   -4.64818057e-01   7.72443551e-02  -2.36906226e-01   1.63415541e-01
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   -3.18532643e-02   5.13906151e-02]
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   -2.74687181e-01  -9.31073219e-02]
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   -2.10557233e-01   2.81812088e-02]
 [  9.26536928e-03  -3.97549279e-01  -1.27876047e-01  -1.62767748e-01
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   -1.66366650e-01  -2.23540190e-01]
 [  1.22466130e-01  -2.25418510e-01  -1.51443425e-01  -1.36654312e-02
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 [ -1.18030823e-01   7.38942813e-02   2.63144109e-01  -9.29253728e-03
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   -1.13981323e-01  -6.01218828e-02]
 [ -3.52035046e-01   1.90688258e-02   1.25472091e-02  -3.20560279e-02
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   -9.05426962e-02   6.88583281e-02]
 [  1.45624998e-01   2.50197061e-02  -2.34226866e-01  -8.20174997e-02
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    1.61498143e-03  -1.87733919e-01]
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    1.14081105e-01  -1.78686317e-01]
 [ -1.06127069e-01  -7.52326570e-02   1.21110887e-01   1.07950643e-01
    4.52463848e-02  -1.13261938e-01   2.59577787e-01  -7.79901983e-02
    1.82993005e-01  -5.04807941e-03]
 [ -7.34477322e-03  -1.85113332e-01   1.98652461e-01  -2.51883499e-01
   -7.91290244e-02   1.17601798e-01   7.37009057e-02  -1.17446131e-01
    2.03541602e-02   2.18596761e-01]]
[[ 0.63632268]
 [ 1.64628907]
 [ 0.26678101]
 [ 0.88865015]
 [-2.69634029]
 [-0.24787619]
 [-1.6475507 ]
 [ 0.07904168]
 [ 0.71613124]
 [ 0.90322817]]
Progress: 36.0% ... Training loss: 0.279 ... Validation loss: 0.457[[  1.58433461e-01   2.16115288e-01  -1.06936041e-01   1.04691960e-01
   -5.26140896e-01  -6.98568317e-02  -5.70787802e-02   1.21414373e-01
   -6.28852179e-02   1.83318187e-01]
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 [  1.83284763e-01   7.04271653e-01   8.73663569e-03  -4.69580321e-02
    5.45499947e-01  -2.09800042e-02  -7.87475533e-01  -4.10645710e-02
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 [  2.36766210e-02  -3.42241759e-01  -2.08419838e-01   1.29769785e-01
   -2.56317599e-02   1.40457764e-01   1.65239162e-01   6.10997297e-02
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 [ -1.96554129e-02   1.07438711e-01  -1.49736808e-01   3.72005011e-02
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 [  5.07448685e-02  -3.86163816e-01   8.72975211e-02   2.52804486e-02
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   -1.74057110e-01  -2.19236185e-01]
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 [  1.06805850e-01  -1.70447257e-01  -2.01944381e-02   1.23964264e-01
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 [  5.39582311e-02  -3.19220974e-02   8.64952753e-02   8.30315220e-02
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 [  4.66939163e-02   1.31755805e-01   2.52914102e-01   2.48426459e-01
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 [  2.32523797e-02  -6.70804274e-02  -1.18711863e-01  -5.46931588e-02
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   -1.89990870e-01   1.01667549e-01]
 [  7.26177115e-02   3.63899631e-02   1.07615144e-01   7.54300530e-03
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   -1.73873867e-02  -8.83220856e-02]
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   -5.41682370e-02   1.79758889e-01   8.94610252e-02   1.18546514e-01
   -1.98551730e-02   1.74130060e-01]
 [  2.22766157e-01   7.68096683e-02   2.91292275e-02   8.30697246e-02
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   -5.29253964e-02  -1.78822920e-02]
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 [  2.61569030e-01   3.29938954e-01   2.49649258e-01   1.58822325e-01
   -4.65658575e-01   7.71606034e-02  -2.37380863e-01   1.63442385e-01
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   -3.18293412e-02   5.14162697e-02]
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   -2.74847463e-01  -9.33044633e-02]
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   -2.10584894e-01   2.81509562e-02]
 [  9.31856842e-03  -3.97456783e-01  -1.27850817e-01  -1.62692046e-01
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   -1.66292316e-01  -2.23465107e-01]
 [  1.20896505e-01  -2.27542020e-01  -1.52033548e-01  -1.56255454e-02
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 [ -1.18039257e-01   7.39419085e-02   2.63134259e-01  -9.28904110e-03
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   -1.13959938e-01  -6.01210739e-02]
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   -9.12029096e-02   6.80165301e-02]
 [  1.44010673e-01   2.12442217e-02  -2.34912832e-01  -8.43530875e-02
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   -2.24093147e-04  -1.90100607e-01]
 [  2.12778604e-01  -1.81176309e-01   6.46900462e-02  -2.07665765e-02
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 [ -1.07039124e-01  -7.71973108e-02   1.20706887e-01   1.06705080e-01
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    1.81986658e-01  -6.36256646e-03]
 [ -6.62121187e-03  -1.83130566e-01   1.98923381e-01  -2.50973319e-01
   -8.32531541e-02   1.17351426e-01   7.12748668e-02  -1.17371691e-01
    2.10840665e-02   2.19556427e-01]]
[[ 0.62547419]
 [ 1.64062898]
 [ 0.25930845]
 [ 0.87722271]
 [-2.70910807]
 [-0.25734358]
 [-1.65846787]
 [ 0.0687634 ]
 [ 0.70410413]
 [ 0.89160023]]
Progress: 36.1% ... Training loss: 0.275 ... Validation loss: 0.451[[  1.57416389e-01   2.14181691e-01  -1.07427076e-01   1.03156292e-01
   -5.22845732e-01  -6.94299314e-02  -5.50978572e-02   1.21296155e-01
   -6.40986811e-02   1.81656835e-01]
 [  1.53293376e-02   1.55618889e-01  -1.87806025e-02   4.76535139e-02
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    1.42961817e-01  -2.60867556e-02]
 [  1.85770117e-01   7.09459427e-01   9.65903686e-03  -4.36871540e-02
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    5.15337180e-02   2.76556185e-01]
 [  2.29045016e-02  -3.42808908e-01  -2.08568450e-01   1.28761233e-01
   -1.92060700e-02   1.40716432e-01   1.66069813e-01   6.10388044e-02
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 [ -1.88907008e-02   1.07303567e-01  -1.49395840e-01   3.82929540e-02
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   -1.95549569e-01  -3.96583146e-02]
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   -1.88084334e-02  -1.41781468e-02]
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 [  5.00626734e-02  -3.87576126e-01   8.69259848e-02   2.43233169e-02
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   -1.37801204e-02  -1.27209995e-01]
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   -1.73602459e-01  -2.18728738e-01]
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   -2.57605172e-01  -6.84594185e-02]
 [  1.06579633e-01  -1.71455998e-01  -2.02891400e-02   1.23650743e-01
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 [  3.98377326e-02  -8.73239331e-02  -2.09734884e-01   1.55128905e-01
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   -8.65074311e-02  -3.61483332e-04]
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   -3.02344324e-02  -6.51585787e-02]
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 [ -1.06862235e-01  -7.68327923e-02   1.20789008e-01   1.06998572e-01
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 [ -6.33440521e-03  -1.82464835e-01   1.98976109e-01  -2.50515292e-01
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[[ 0.62526418]
 [ 1.64245445]
 [ 0.25926862]
 [ 0.87526126]
 [-2.70830969]
 [-0.25951138]
 [-1.66322164]
 [ 0.06670383]
 [ 0.70189548]
 [ 0.89047989]]
Progress: 36.1% ... Training loss: 0.275 ... Validation loss: 0.449[[  1.58460091e-01   2.15575920e-01  -1.06953582e-01   1.04703380e-01
   -5.27054815e-01  -6.98733460e-02  -5.69485330e-02   1.21416810e-01
   -6.28382938e-02   1.83316879e-01]
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 [  1.87085112e-01   7.12484093e-01   1.02009736e-02  -4.18781236e-02
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   -1.73854032e-01  -2.19043556e-01]
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 [  4.66570228e-02   1.31901872e-01   2.52909351e-01   2.48402100e-01
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   -1.89418663e-01   1.02395276e-01]
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   -2.39146451e-01   6.85803520e-02   6.09038304e-02  -2.70910756e-01
   -1.79154164e-02  -8.89792482e-02]
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   -5.69655901e-02   1.79499196e-01   8.79381585e-02   1.18614351e-01
   -1.92025950e-02   1.74903149e-01]
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   -5.37620243e-02  -1.89464232e-02]
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   -1.14571685e-01  -6.08882855e-02]
 [ -3.51615063e-01   1.86550102e-02   1.27725179e-02  -3.16387630e-02
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   -9.00591583e-02   6.94632397e-02]
 [  1.43470977e-01   2.03194555e-02  -2.35092393e-01  -8.50314339e-02
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   -7.85075968e-04  -1.90787357e-01]
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 [ -1.05924521e-01  -7.57068589e-02   1.21216138e-01   1.08409779e-01
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    1.83250244e-01  -4.72305673e-03]
 [ -6.69326172e-03  -1.83871612e-01   1.98822687e-01  -2.51031759e-01
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[[ 0.62780811]
 [ 1.64561333]
 [ 0.26207516]
 [ 0.87741409]
 [-2.7052468 ]
 [-0.25751176]
 [-1.65986936]
 [ 0.07229986]
 [ 0.70480963]
 [ 0.8934379 ]]
Progress: 36.2% ... Training loss: 0.275 ... Validation loss: 0.448[[  1.58524217e-01   2.14931852e-01  -1.06893397e-01   1.04717301e-01
   -5.26597062e-01  -6.98948228e-02  -5.64943117e-02   1.21424499e-01
   -6.28700112e-02   1.83186030e-01]
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    1.43585464e-01  -2.53048170e-02]
 [  1.87606354e-01   7.13754832e-01   1.04331743e-02  -4.15178913e-02
    5.32967312e-01  -2.23541547e-02  -7.98722075e-01  -4.06044464e-02
    5.31611240e-02   2.78583298e-01]
 [  2.27056679e-02  -3.42549935e-01  -2.08659330e-01   1.28749979e-01
   -1.80631531e-02   1.40618475e-01   1.66196577e-01   6.10190289e-02
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   -1.96681055e-01  -4.13252172e-02]
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   -1.76296909e-02  -1.28028237e-02]
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   -1.73946118e-01  -2.19052470e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -2.57396946e-01  -6.82385040e-02]
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   -8.70896951e-02  -1.18900916e-03]
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 [  5.57089571e-02  -2.73723841e-02   8.72626704e-02   8.55453277e-02
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   -2.98161360e-02  -6.45454213e-02]
 [  1.32068553e-02  -1.41798637e-01  -2.89864850e-01  -4.55742865e-02
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[[ 0.62851667]
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 [ 0.70648044]
 [ 0.89651531]]
Progress: 36.2% ... Training loss: 0.275 ... Validation loss: 0.447[[  1.57689769e-01   2.13974319e-01  -1.07204159e-01   1.03487151e-01
   -5.22483456e-01  -6.95044691e-02  -5.58599303e-02   1.21314826e-01
   -6.37332574e-02   1.82114562e-01]
 [  1.57269760e-02   1.56401972e-01  -1.86029564e-02   4.82460321e-02
    7.78034760e-02  -7.39976645e-03   3.08969246e-01   4.14354585e-02
    1.43443915e-01  -2.55376585e-02]
 [  1.86564821e-01   7.12272938e-01   1.00374743e-02  -4.31581435e-02
    5.38478664e-01  -2.18630344e-02  -7.97291647e-01  -4.07284299e-02
    5.20117793e-02   2.77190359e-01]
 [  2.22102788e-02  -3.45842789e-01  -2.08853300e-01   1.28318124e-01
   -1.63109417e-02   1.40793648e-01   1.69270960e-01   6.09725223e-02
    9.06689369e-02   2.37964273e-01]
 [ -1.61530732e-02   1.11833498e-01  -1.48237903e-01   4.26472577e-02
   -1.85455405e-02  -1.81517939e-01   6.02773030e-02  -1.18291040e-01
   -1.92254798e-01  -3.65054671e-02]
 [ -3.82205909e-01  -6.12899632e-01  -2.95688051e-01   1.64057835e-01
   -2.38287857e-02   3.98543361e-02   3.07127110e-01  -3.75169162e-02
   -1.69545010e-02  -1.19920410e-02]
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    7.68536606e-02  -2.76250689e-02]
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   -6.14202815e-03   6.97561017e-02  -1.43866429e-01  -2.92604645e-02
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 [  5.06393718e-02  -3.86283187e-01   8.73223916e-02   2.50397834e-02
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   -1.36207351e-02  -1.27203740e-01]
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   -1.73933133e-01  -2.18988931e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.69077489e-01  -3.25176081e-01   1.00546643e-01   2.30368795e-01
   -1.04987824e-01  -6.95527641e-02   6.78622911e-02  -2.59261932e-01
   -2.57395504e-01  -6.82263332e-02]
 [  1.06805689e-01  -1.70711805e-01  -2.01776982e-02   1.23992690e-01
   -4.94527118e-02  -8.93800197e-02   2.24189912e-01   3.52172749e-03
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 [  3.93371597e-02  -8.98161513e-02  -2.09895167e-01   1.54526105e-01
   -5.79531395e-02   8.27219480e-02  -4.74051342e-02  -1.96062387e-02
   -8.69304324e-02  -9.51141324e-04]
 [ -1.15928130e-01  -6.51271570e-02  -2.00127104e-01   1.63893022e-01
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 [ -6.82354316e-02  -4.05944093e-02   2.75675604e-01   1.00157934e-01
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 [  5.58535063e-02  -2.63056259e-02   8.73283262e-02   8.56512067e-02
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   -2.97040134e-02  -6.42415790e-02]
 [  1.32817789e-02  -1.41833438e-01  -2.89794320e-01  -4.53708486e-02
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 [  4.92333340e-02  -1.79800024e-02  -1.16299282e-01   4.47648840e-02
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   -1.81986427e-01  -3.78304518e-01]
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 [  1.01593788e-02  -4.63364151e-01  -4.37777879e-02  -1.08348877e-01
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   -3.64962500e-01  -2.20701955e-01]
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   -8.74896477e-02  -1.34620226e-01]
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   -8.43413516e-03  -1.17580849e-01]
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   -6.10749516e-02   5.24926571e-02  -1.42342389e-01   2.82342294e-01
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 [  3.50181348e-01   3.32060413e-01  -8.23081787e-02   3.14159827e-01
   -8.87056616e-01  -2.87906691e-01  -4.82949437e-01   1.77334924e-01
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 [  4.64247193e-02   1.31062691e-01   2.52828117e-01   2.48060031e-01
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   -1.40307611e-01  -2.90709597e-01]
 [  2.20610404e-02  -7.00536212e-02  -1.19204533e-01  -5.64029633e-02
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 [  1.94052523e-03  -5.04583810e-02  -6.67545088e-02  -5.05466906e-02
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 [  2.61272451e-02   6.92123619e-02   2.42764200e-01   6.94078435e-02
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   -1.89302827e-01   1.02466078e-01]
 [  7.22974098e-02   3.59783231e-02   1.07509901e-01   7.02026234e-03
   -2.39496792e-01   6.85426959e-02   6.02011716e-02  -2.70906084e-01
   -1.77772134e-02  -8.88415648e-02]
 [ -8.65915584e-03   1.01828810e-01   8.53570306e-02  -2.76913864e-02
   -5.51553264e-02   1.79667778e-01   8.90135770e-02   1.18568858e-01
   -1.97142230e-02   1.74289749e-01]
 [  2.21731044e-01   7.40478897e-02   2.86880556e-02   8.14711662e-02
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   -5.41724100e-02  -1.94935706e-02]
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 [  5.54882702e-02   5.22844436e-01   1.26794104e-01   4.30597593e-01
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 [  2.62172150e-01   3.31934351e-01   2.49904896e-01   1.59657385e-01
   -4.68487423e-01   7.69033396e-02  -2.39380928e-01   1.63508418e-01
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   -3.24898886e-02   5.06175525e-02]
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   -2.74173006e-01  -9.24188455e-02]
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   -2.10626451e-01   2.81255397e-02]
 [  9.60854891e-03  -3.97041481e-01  -1.27744474e-01  -1.62274102e-01
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   -1.65954040e-01  -2.23050887e-01]
 [  1.21325172e-01  -2.24950147e-01  -1.51804464e-01  -1.46843710e-02
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 [ -1.18015997e-01   7.30658015e-02   2.63207343e-01  -9.13295637e-03
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   -1.13839041e-01  -6.01644153e-02]
 [ -3.52221042e-01   1.65854881e-02   1.25546531e-02  -3.24989857e-02
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   -9.06712168e-02   6.86961851e-02]
 [  1.42135713e-01   1.69202983e-02  -2.35658491e-01  -8.69763122e-02
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   -2.33455714e-03  -1.92706111e-01]
 [  2.11467073e-01  -1.84464583e-01   6.40737655e-02  -2.29353544e-02
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 [ -1.05959261e-01  -7.62050024e-02   1.21227980e-01   1.08311426e-01
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    1.83112068e-01  -4.85370883e-03]
 [ -5.66187369e-03  -1.82414532e-01   1.99289310e-01  -2.49546840e-01
   -9.15396852e-02   1.16897912e-01   7.01770881e-02  -1.17247435e-01
    2.22762783e-02   2.20995655e-01]]
[[ 0.62560128]
 [ 1.64515081]
 [ 0.26036026]
 [ 0.87696344]
 [-2.7077245 ]
 [-0.26018649]
 [-1.65955727]
 [ 0.06952688]
 [ 0.70237978]
 [ 0.89266072]]
Progress: 36.3% ... Training loss: 0.275 ... Validation loss: 0.447[[  1.56930414e-01   2.12229465e-01  -1.07532355e-01   1.02224809e-01
   -5.18509741e-01  -6.91571977e-02  -5.39390852e-02   1.21217149e-01
   -6.46195403e-02   1.81281278e-01]
 [  1.60133154e-02   1.57031379e-01  -1.84823308e-02   4.86521179e-02
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    1.43745635e-01  -2.51241916e-02]
 [  1.83629160e-01   7.05389734e-01   8.66938064e-03  -4.79150486e-02
    5.53403857e-01  -2.05596369e-02  -7.90739886e-01  -4.10972346e-02
    4.84549879e-02   2.73003861e-01]
 [  2.23431973e-02  -3.46257084e-01  -2.08892858e-01   1.28348063e-01
   -1.56534116e-02   1.40778495e-01   1.68951571e-01   6.09888630e-02
    9.05457042e-02   2.38343952e-01]
 [ -1.65770061e-02   1.11102319e-01  -1.48376911e-01   4.20926819e-02
   -1.69479798e-02  -1.81322406e-01   6.17790972e-02  -1.18362756e-01
   -1.92705776e-01  -3.69242410e-02]
 [ -3.82224436e-01  -6.13090460e-01  -2.95651488e-01   1.64175891e-01
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   -1.69162295e-02  -1.19893015e-02]
 [ -4.76824924e-03  -2.13390278e-01   9.56198938e-03   8.97448739e-02
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    1.94140436e-01   3.18746814e-02]
 [  1.08198876e-01  -2.55418511e-01   3.26012106e-02  -7.56217283e-02
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    7.63914559e-02  -2.80243176e-02]
 [ -1.75158298e-01  -1.39672626e-01  -3.03591353e-01  -2.23193803e-02
   -7.81325888e-03   6.96458269e-02  -1.44635677e-01  -2.92169198e-02
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 [  5.12501593e-02  -3.86125168e-01   8.75418508e-02   2.57389158e-02
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   -1.42701186e-02  -1.28025860e-01]
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   -1.74484530e-01  -2.19692440e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.68966409e-01  -3.24915311e-01   1.00637312e-01   2.30652406e-01
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   -2.57220739e-01  -6.80281289e-02]
 [  1.06617497e-01  -1.71077393e-01  -2.02537083e-02   1.23739221e-01
   -4.92945712e-02  -8.92957837e-02   2.24788478e-01   3.50465148e-03
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 [  3.95587238e-02  -8.96489421e-02  -2.09806096e-01   1.54846213e-01
   -5.90389469e-02   8.26153036e-02  -4.76420223e-02  -1.95817114e-02
   -8.66811549e-02  -6.42923772e-04]
 [ -1.15289601e-01  -6.37302350e-02  -1.99851885e-01   1.64699458e-01
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 [ -6.96478771e-02  -4.41353470e-02   2.75100993e-01   9.81573266e-02
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    7.29229589e-02   3.36471396e-02]
 [  5.58075341e-02  -2.61400148e-02   8.72809655e-02   8.54117999e-02
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 [ -1.05463107e-01  -7.54493140e-02   1.21447857e-01   1.08962796e-01
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 [ -6.31804483e-03  -1.83421854e-01   1.98957617e-01  -2.50698580e-01
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[[ 0.62297616]
 [ 1.64042064]
 [ 0.25819617]
 [ 0.87686868]
 [-2.71229465]
 [-0.26116476]
 [-1.65707609]
 [ 0.06688774]
 [ 0.70074571]
 [ 0.88875347]]
Progress: 36.4% ... Training loss: 0.276 ... Validation loss: 0.450[[  1.60022949e-01   2.19646862e-01  -1.06242953e-01   1.06588567e-01
   -5.31603862e-01  -7.03514665e-02  -6.16503638e-02   1.21558086e-01
   -6.12327327e-02   1.85597001e-01]
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 [  1.86663500e-01   7.14873001e-01   1.00403451e-02  -4.35425098e-02
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   -1.73674844e-01  -2.18599421e-01]
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   -1.89309816e-01   1.02554825e-01]
 [  7.26201553e-02   3.67388480e-02   1.07632250e-01   7.43240516e-03
   -2.40651532e-01   6.84305153e-02   5.92741230e-02  -2.70876474e-01
   -1.74938008e-02  -8.84638475e-02]
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   -5.03040195e-02   1.80253847e-01   9.19297646e-02   1.18403384e-01
   -2.13545620e-02   1.72258168e-01]
 [  2.22696729e-01   7.68698510e-02   2.91096789e-02   8.28514189e-02
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   -5.30800722e-02  -1.81750576e-02]
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   -4.69460929e-01   7.68227681e-02  -2.39793690e-01   1.63526325e-01
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 [  1.21815403e-01  -2.23796570e-01  -1.51589290e-01  -1.39053957e-02
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 [ -1.17053961e-01   7.50004044e-02   2.63664022e-01  -7.56392064e-03
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   -1.12708117e-01  -5.88123842e-02]
 [ -3.52650626e-01   1.49483426e-02   1.24101128e-02  -3.30748734e-02
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   -9.11823689e-02   6.82119550e-02]
 [  1.41831225e-01   1.58368566e-02  -2.35770422e-01  -8.75018268e-02
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   -2.89080443e-03  -1.93384217e-01]
 [  2.12534132e-01  -1.83131273e-01   6.45458326e-02  -2.14836340e-02
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 [ -1.03684354e-01  -7.13871957e-02   1.22179947e-01   1.11497652e-01
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    1.85661787e-01  -1.62524165e-03]
 [ -5.73452104e-03  -1.81484929e-01   1.99183828e-01  -2.49959736e-01
   -9.13124556e-02   1.17019082e-01   6.89680063e-02  -1.17290844e-01
    2.19414117e-02   2.21005009e-01]]
[[ 0.63962059]
 [ 1.65666844]
 [ 0.27254405]
 [ 0.89240869]
 [-2.69969782]
 [-0.24715171]
 [-1.6453156 ]
 [ 0.0822589 ]
 [ 0.7165113 ]
 [ 0.90500141]]
Progress: 36.4% ... Training loss: 0.280 ... Validation loss: 0.452[[  1.57003206e-01   2.12648494e-01  -1.07516919e-01   1.02390810e-01
   -5.19726124e-01  -6.91750582e-02  -5.43991775e-02   1.21169139e-01
   -6.45837150e-02   1.81542073e-01]
 [  1.55041086e-02   1.55577559e-01  -1.86910327e-02   4.79793619e-02
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    1.43169591e-01  -2.57822506e-02]
 [  1.84415286e-01   7.09125023e-01   8.96405760e-03  -4.69402027e-02
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    4.90234477e-02   2.74763114e-01]
 [  2.14032474e-02  -3.48387893e-01  -2.09012246e-01   1.27725002e-01
   -8.79367619e-03   1.40804248e-01   1.72244184e-01   6.09605517e-02
    9.00489008e-02   2.37694705e-01]
 [ -1.54684651e-02   1.13616803e-01  -1.47873493e-01   4.38428575e-02
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   -1.91525526e-01  -3.54019531e-02]
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   -1.62211522e-02  -1.12871082e-02]
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   -1.27578443e-02  -1.26143528e-01]
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   -1.73955379e-01  -2.18972849e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -1.07249215e-01  -6.97948603e-02   6.70201209e-02  -2.59192498e-01
   -2.56839436e-01  -6.75038685e-02]
 [  1.05416661e-01  -1.73352419e-01  -2.07611316e-02   1.22047582e-01
   -4.57802444e-02  -8.88334487e-02   2.26895179e-01   3.34857272e-03
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   -6.39533745e-02   8.21074025e-02  -5.04130591e-02  -1.94488618e-02
   -8.52376130e-02   1.04774033e-03]
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 [ -7.21859252e-02  -5.03349132e-02   2.74064166e-01   9.46497487e-02
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 [  5.66452737e-02  -2.46624220e-02   8.76277067e-02   8.65847236e-02
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   -2.89117335e-02  -6.32421509e-02]
 [  1.14713087e-02  -1.45697887e-01  -2.90660052e-01  -4.81670735e-02
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 [  5.09509916e-02  -1.42995642e-02  -1.15529591e-01   4.74475907e-02
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   -1.82010792e-01  -3.78431536e-01]
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 [  1.00018535e-02  -4.63860401e-01  -4.38495518e-02  -1.08601233e-01
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   -3.65175372e-01  -2.20988662e-01]
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   -8.75720719e-02  -1.34706931e-01]
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 [  3.49874538e-01   3.30332221e-01  -8.24087887e-02   3.13598211e-01
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 [  4.63902167e-02   1.30713310e-01   2.52806591e-01   2.47994354e-01
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   -1.89038496e-01   1.02877659e-01]
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   -1.73463283e-02  -8.82389252e-02]
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[[ 0.62325024]
 [ 1.64358262]
 [ 0.25829669]
 [ 0.87745637]
 [-2.71579034]
 [-0.25948319]
 [-1.66019951]
 [ 0.06694374]
 [ 0.69953829]
 [ 0.88800001]]
Progress: 36.5% ... Training loss: 0.276 ... Validation loss: 0.448[[  1.57217785e-01   2.13360439e-01  -1.07492522e-01   1.02227812e-01
   -5.18583514e-01  -6.91739906e-02  -5.50257620e-02   1.21169768e-01
   -6.44800588e-02   1.81356755e-01]
 [  1.57017003e-02   1.56139835e-01  -1.86318568e-02   4.82250577e-02
    7.84087830e-02  -7.40449114e-03   3.09194908e-01   4.14157948e-02
    1.43344733e-01  -2.55045744e-02]
 [  1.87815630e-01   7.15830008e-01   1.02069885e-02  -4.28911382e-02
    5.45504888e-01  -2.21930250e-02  -8.03854075e-01  -4.07464017e-02
    5.26204286e-02   2.79169228e-01]
 [  2.10570506e-02  -3.48224404e-01  -2.09040432e-01   1.27604736e-01
   -8.20663959e-03   1.40817884e-01   1.72706332e-01   6.09603182e-02
    8.99498201e-02   2.37570390e-01]
 [ -1.40224881e-02   1.15718843e-01  -1.47281246e-01   4.58850129e-02
   -2.54773037e-02  -1.82260116e-01   5.41209275e-02  -1.18055153e-01
   -1.89802989e-01  -3.35694523e-02]
 [ -3.82071019e-01  -6.12574462e-01  -2.95620914e-01   1.64355326e-01
   -2.98642123e-02   3.97217303e-02   3.06972276e-01  -3.74973106e-02
   -1.66999484e-02  -1.22183032e-02]
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 [ -1.74728951e-01  -1.39123199e-01  -3.03343558e-01  -2.16595647e-02
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 [  5.03649210e-02  -3.86162611e-01   8.70470157e-02   2.40893672e-02
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   -1.17142990e-02  -1.24938972e-01]
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   -1.73783415e-01  -2.18760965e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
    8.62012488e-02   1.73104853e-01]
 [ -2.69245973e-01  -3.25842662e-01   1.00482710e-01   2.30148045e-01
   -1.05861052e-01  -6.94813956e-02   6.84239439e-02  -2.59271661e-01
   -2.57694494e-01  -6.85873751e-02]
 [  1.05298501e-01  -1.73469652e-01  -2.07897799e-02   1.22023449e-01
   -4.69834992e-02  -8.88001232e-02   2.27233994e-01   3.34242898e-03
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 [  4.09175956e-02  -8.65681377e-02  -2.09244042e-01   1.56607252e-01
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   -8.51034698e-02   9.78421820e-04]
 [ -1.15409827e-01  -6.43072389e-02  -1.99869590e-01   1.64643482e-01
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 [ -7.14573294e-02  -4.86567106e-02   2.74356209e-01   9.56036567e-02
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    7.10098682e-02   3.14098970e-02]
 [  5.67342502e-02  -2.47424812e-02   8.76568399e-02   8.66196884e-02
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   -2.88586990e-02  -6.31323797e-02]
 [  1.11259684e-02  -1.46686686e-01  -2.90880580e-01  -4.88869677e-02
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 [  5.28310023e-02  -1.01822232e-02  -1.14769946e-01   5.00317947e-02
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   -1.55798234e-01  -5.62817256e-02]
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   -1.82114973e-01  -3.78563431e-01]
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 [  9.86989677e-03  -4.64126192e-01  -4.39028340e-02  -1.08784910e-01
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   -3.65320802e-01  -2.21177899e-01]
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   -6.93014587e-02   8.19788680e-02]
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   -8.70642114e-02  -1.34106400e-01]
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   -2.58443100e-01  -2.93326151e-02]
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   -7.81686925e-03  -1.16858797e-01]
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 [  3.49503188e-01   3.29905098e-01  -8.25897277e-02   3.12957571e-01
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    3.84037111e-01  -3.08249587e-02]
 [  4.63665703e-02   1.30879713e-01   2.52793558e-01   2.47939610e-01
   -5.53490843e-02  -1.95715490e-01  -1.75015276e-01  -1.33069808e-01
   -1.40396191e-01  -2.90859254e-01]
 [  2.02408965e-02  -7.49220716e-02  -1.19988738e-01  -5.90098686e-02
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 [  2.10107862e-03  -5.01893993e-02  -6.66791789e-02  -5.03041870e-02
   -2.76174497e-02  -1.77690160e-01   8.27168834e-02   1.00502310e-02
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 [  2.66045488e-02   7.09100536e-02   2.42949732e-01   7.00478716e-02
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   -1.88841233e-01   1.03116150e-01]
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   -2.40139275e-01   6.84591169e-02   5.92837996e-02  -2.70891543e-01
   -1.75947274e-02  -8.85438578e-02]
 [ -1.02063971e-02   9.87780854e-02   8.46939704e-02  -3.00301132e-02
   -4.94150948e-02   1.80296371e-01   9.22120458e-02   1.18369541e-01
   -2.15232126e-02   1.72057642e-01]
 [  2.23284269e-01   7.83164904e-02   2.93929339e-02   8.37526512e-02
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   -5.23837389e-02  -1.72630600e-02]
 [  4.61365927e-02   9.02495446e-03   1.83867783e-02   4.59671199e-02
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 [  2.61572124e-01   3.30538944e-01   2.49654024e-01   1.58852091e-01
   -4.66419914e-01   7.71407992e-02  -2.38191220e-01   1.63433272e-01
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 [ -7.32937847e-02   2.24057116e-01   2.41676522e-01   1.74241398e-02
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   -3.21933282e-02   5.09785280e-02]
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   -2.73190938e-01  -9.11929402e-02]
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   -2.11003992e-01   2.76173563e-02]
 [  1.02527920e-02  -3.95649178e-01  -1.27460231e-01  -1.61329566e-01
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   -1.65188136e-01  -2.22097041e-01]
 [  1.21212940e-01  -2.25179426e-01  -1.51845213e-01  -1.47688959e-02
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 [ -1.16618006e-01   7.45789855e-02   2.63805096e-01  -6.97643239e-03
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   -1.12300987e-01  -5.81251989e-02]
 [ -3.52449892e-01   1.52337468e-02   1.24360994e-02  -3.30331154e-02
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   -9.09621035e-02   6.83495245e-02]
 [  1.40708392e-01   1.28680441e-02  -2.36250059e-01  -8.91328962e-02
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   -4.12169317e-03  -1.95035386e-01]
 [  2.12915274e-01  -1.81576404e-01   6.46913715e-02  -2.09397708e-02
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    1.15091681e-01  -1.77322546e-01]
 [ -1.04715089e-01  -7.41329037e-02   1.21756857e-01   1.10203320e-01
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    1.84606933e-01  -2.96688588e-03]
 [ -6.58851963e-03  -1.82762361e-01   1.98849188e-01  -2.51196305e-01
   -8.98527604e-02   1.17388082e-01   7.05088758e-02  -1.17399554e-01
    2.10233403e-02   2.19712043e-01]]
[[ 0.62953433]
 [ 1.65226523]
 [ 0.26474574]
 [ 0.88390463]
 [-2.70710169]
 [-0.25341119]
 [-1.65716201]
 [ 0.07305316]
 [ 0.70498741]
 [ 0.89505696]]
Progress: 36.5% ... Training loss: 0.275 ... Validation loss: 0.445[[  1.58537781e-01   2.17616290e-01  -1.06841848e-01   1.04332121e-01
   -5.23666073e-01  -6.96710623e-02  -5.91538774e-02   1.21347538e-01
   -6.29395775e-02   1.83416617e-01]
 [  1.56570540e-02   1.56175449e-01  -1.86487683e-02   4.81636266e-02
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    1.43289774e-01  -2.55619880e-02]
 [  1.90906852e-01   7.21999378e-01   1.16830530e-02  -3.81122176e-02
    5.35978732e-01  -2.35121579e-02  -8.10797137e-01  -4.03299433e-02
    5.65156222e-02   2.84133966e-01]
 [  2.01064873e-02  -3.51379954e-01  -2.09575020e-01   1.26133215e-01
   -3.91810612e-03   1.41228478e-01   1.76363965e-01   6.08166340e-02
    8.85108650e-02   2.35753877e-01]
 [ -1.46275118e-02   1.14553344e-01  -1.47426967e-01   4.53267095e-02
   -2.36306677e-02  -1.82024818e-01   5.56817676e-02  -1.18087741e-01
   -1.90082495e-01  -3.40312878e-02]
 [ -3.83328801e-01  -6.14754402e-01  -2.96178696e-01   1.62592938e-01
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   -1.82202140e-02  -1.41799740e-02]
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    8.02086857e-02  -2.32494716e-02]
 [ -1.73662273e-01  -1.36848168e-01  -3.02884164e-01  -2.00647158e-02
   -1.31794368e-02   6.89547104e-02  -1.46648488e-01  -2.90313210e-02
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 [  5.06441068e-02  -3.84264644e-01   8.72018089e-02   2.45736984e-02
   -6.71250591e-02  -1.16368498e-01   1.84914409e-01  -1.04935678e-01
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   -1.05994869e-02  -1.23533665e-01]
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   -1.74571170e-01  -2.19804312e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.70367040e-01  -3.27360222e-01   9.99696747e-02   2.28492099e-01
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   -2.59061150e-01  -7.02332271e-02]
 [  1.05415875e-01  -1.73517277e-01  -2.07298382e-02   1.22260002e-01
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    2.96352523e-02   7.97123535e-03]
 [  4.01004691e-02  -8.89146039e-02  -2.09563257e-01   1.55485018e-01
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   -8.60183908e-02  -1.97758980e-04]
 [ -1.15233130e-01  -6.35790074e-02  -1.99789179e-01   1.64859745e-01
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 [ -7.13661068e-02  -4.84604918e-02   2.74386460e-01   9.57284120e-02
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 [ -9.03830783e-03  -1.88105577e-01   1.97752748e-01  -2.54851568e-01
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[[ 0.6350742 ]
 [ 1.66117095]
 [ 0.26678537]
 [ 0.88640216]
 [-2.7039654 ]
 [-0.25257634]
 [-1.65991835]
 [ 0.07638432]
 [ 0.70992171]
 [ 0.89856748]]
Progress: 36.5% ... Training loss: 0.276 ... Validation loss: 0.443[[  1.54004381e-01   2.07040357e-01  -1.08926325e-01   9.73840288e-02
   -5.05557699e-01  -6.77614384e-02  -4.86048350e-02   1.20756732e-01
   -6.83052268e-02   1.76682830e-01]
 [  1.52311200e-02   1.54821032e-01  -1.88414733e-02   4.75593838e-02
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 [  1.88134226e-01   7.14976128e-01   1.01921637e-02  -4.29903737e-02
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    5.25816751e-02   2.79489876e-01]
 [  1.88156228e-02  -3.53779291e-01  -2.09891047e-01   1.24803280e-01
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 [ -1.64629337e-02   1.09812557e-01  -1.48098304e-01   4.28702211e-02
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   -1.79723445e-02  -1.39701474e-02]
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   -1.82275549e-01  -3.78810394e-01]
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   -1.78236862e-02  -8.88078349e-02]
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    1.85665936e-01  -1.69375396e-03]
 [ -1.05434398e-02  -1.92176695e-01   1.97063046e-01  -2.57050252e-01
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[[ 0.61293336]
 [ 1.64351229]
 [ 0.25147054]
 [ 0.86825733]
 [-2.71752891]
 [-0.26714747]
 [-1.67490723]
 [ 0.05924325]
 [ 0.69065806]
 [ 0.87913882]]
Progress: 36.6% ... Training loss: 0.282 ... Validation loss: 0.452[[  1.55408843e-01   2.09195720e-01  -1.08348415e-01   9.90618941e-02
   -5.08983738e-01  -6.82861835e-02  -5.11317680e-02   1.20894948e-01
   -6.69347035e-02   1.78630064e-01]
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 [  1.88036256e-01   7.16947942e-01   1.02001011e-02  -4.30716596e-02
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   -1.74482957e-01  -2.19678016e-01]
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[[ 0.63008953]
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 [-2.70483235]
 [-0.25151509]
 [-1.65567124]
 [ 0.07669307]
 [ 0.7118785 ]
 [ 0.89799254]]
Progress: 36.6% ... Training loss: 0.275 ... Validation loss: 0.448[[  1.55480335e-01   2.10119744e-01  -1.08194527e-01   9.95666060e-02
   -5.11627856e-01  -6.84059594e-02  -5.15578169e-02   1.20950167e-01
   -6.64534177e-02   1.79152773e-01]
 [  1.47272199e-02   1.53438047e-01  -1.90556996e-02   4.69011347e-02
    8.27054943e-02  -7.01636566e-03   3.12373950e-01   4.13002158e-02
    1.42384316e-01  -2.69072441e-02]
 [  1.89496227e-01   7.21065984e-01   1.10060300e-02  -4.05839975e-02
    5.41118416e-01  -2.27932353e-02  -8.09223178e-01  -4.05292670e-02
    5.45592490e-02   2.81459302e-01]
 [  2.32111741e-02  -3.43842296e-01  -2.08189248e-01   1.30891840e-01
   -1.39633433e-02   1.39842086e-01   1.69901960e-01   6.10862806e-02
    9.19632894e-02   2.40228119e-01]
 [ -1.80879494e-02   1.05733972e-01  -1.48709468e-01   4.11059429e-02
   -1.23702384e-02  -1.80604155e-01   6.35845491e-02  -1.18369898e-01
   -1.92950633e-01  -3.86952311e-02]
 [ -3.81745801e-01  -6.12740076e-01  -2.95476225e-01   1.64903513e-01
   -3.36935889e-02   3.95081839e-02   3.07600109e-01  -3.74799129e-02
   -1.63062563e-02  -1.17624752e-02]
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 [  4.94417312e-02  -3.89379594e-01   8.66490555e-02   2.25688818e-02
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   -1.15704467e-02  -1.24743550e-01]
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   -1.74035236e-01  -2.19231968e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.70298490e-01  -3.27292315e-01   9.99804806e-02   2.28561109e-01
   -1.02887411e-01  -6.89755638e-02   7.03951851e-02  -2.59400402e-01
   -2.58941826e-01  -7.01038771e-02]
 [  1.06032813e-01  -1.73331210e-01  -2.04810263e-02   1.23109492e-01
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 [  3.95386117e-02  -8.96785270e-02  -2.09708152e-01   1.54815027e-01
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   -8.65437813e-02  -8.51530954e-04]
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 [  5.76954649e-02  -2.23011092e-02   8.80427883e-02   8.78880772e-02
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   -2.78889894e-02  -6.17762690e-02]
 [  1.06208545e-02  -1.48596268e-01  -2.91121374e-01  -4.96904879e-02
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 [  5.23298846e-02  -1.19310626e-02  -1.14929274e-01   4.94194623e-02
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   -1.56289870e-01  -5.69467698e-02]
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   -1.82201692e-01  -3.78705822e-01]
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 [  1.04465898e-02  -4.63672114e-01  -4.36564332e-02  -1.07893897e-01
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   -3.64639630e-01  -2.20347095e-01]
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   -6.92951058e-02   8.19983129e-02]
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   -8.68224449e-02  -1.33778452e-01]
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 [  3.50363056e-01   3.30922274e-01  -8.22110746e-02   3.14017551e-01
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 [  4.55064678e-02   1.28523573e-01   2.52451091e-01   2.46699633e-01
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   -1.41357227e-01  -2.92015972e-01]
 [  1.96843369e-02  -7.63350446e-02  -1.20178166e-01  -5.96775267e-02
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   -3.06486803e-02  -1.77974659e-01   8.08345386e-02   1.01311853e-02
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   -1.88676002e-01   1.03319364e-01]
 [  7.24940687e-02   3.62259572e-02   1.07528759e-01   7.18578952e-03
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   -1.77921270e-02  -8.87434948e-02]
 [ -1.03697520e-02   9.85652418e-02   8.46574930e-02  -3.02564764e-02
   -4.87488724e-02   1.80356193e-01   9.24405414e-02   1.18360591e-01
   -2.16929377e-02   1.71879323e-01]
 [  2.24009221e-01   8.03013071e-02   2.97754869e-02   8.49845443e-02
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   -5.13891830e-02  -1.61019097e-02]
 [  4.63026447e-02   9.64115624e-03   1.84636482e-02   4.62038218e-02
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 [  5.72149700e-02   5.23777101e-01   1.27393101e-01   4.32725221e-01
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 [  2.60935104e-01   3.29763322e-01   2.49405642e-01   1.58019395e-01
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   -3.10184006e-02   5.24535398e-02]
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   -2.73997031e-01  -9.22475724e-02]
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   -2.10785026e-01   2.78374236e-02]
 [  9.75962236e-03  -3.96985898e-01  -1.27682446e-01  -1.62044525e-01
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   -1.65752989e-01  -2.22826948e-01]
 [  1.23403516e-01  -2.17676923e-01  -1.50778134e-01  -1.10513570e-02
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 [ -1.19293699e-01   6.76469511e-02   2.62712688e-01  -1.07373845e-02
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   -1.15155883e-01  -6.19871084e-02]
 [ -3.49991138e-01   2.02274593e-02   1.34989724e-02  -2.94633730e-02
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   -8.81749974e-02   7.16585649e-02]
 [  1.39391910e-01   8.46195047e-03  -2.36819310e-01  -9.11722077e-02
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   -5.67725596e-03  -1.97026495e-01]
 [  2.13321379e-01  -1.81487070e-01   6.48911611e-02  -2.02512346e-02
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 [ -1.02732438e-01  -7.12068180e-02   1.22618280e-01   1.13011622e-01
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    1.86753415e-01  -1.35556898e-05]
 [ -1.09670305e-02  -1.92807603e-01   1.96910884e-01  -2.57622486e-01
   -7.86858285e-02   1.19221567e-01   8.06217389e-02  -1.17956240e-01
    1.60017804e-02   2.13587059e-01]]
[[ 0.62653994]
 [ 1.6508098 ]
 [ 0.26038261]
 [ 0.8826797 ]
 [-2.70738481]
 [-0.25655379]
 [-1.66303741]
 [ 0.07455957]
 [ 0.70506786]
 [ 0.89324216]]
Progress: 36.7% ... Training loss: 0.274 ... Validation loss: 0.447[[  1.58795367e-01   2.17561128e-01  -1.06824851e-01   1.04264430e-01
   -5.25703437e-01  -6.96353131e-02  -5.93180583e-02   1.21349079e-01
   -6.25543672e-02   1.83969036e-01]
 [  1.45381416e-02   1.52747094e-01  -1.91556830e-02   4.66048988e-02
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    1.42107302e-01  -2.72482636e-02]
 [  1.93715375e-01   7.30259838e-01   1.29208244e-02  -3.43296780e-02
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    5.95053522e-02   2.87818209e-01]
 [  1.80833524e-02  -3.56520172e-01  -2.10400272e-01   1.23557251e-01
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    8.62570206e-02   2.33028133e-01]
 [ -1.66878674e-02   1.10010789e-01  -1.48123679e-01   4.30359884e-02
   -1.92992057e-02  -1.81071216e-01   5.86636919e-02  -1.18228339e-01
   -1.91309869e-01  -3.69840897e-02]
 [ -3.82359790e-01  -6.14139590e-01  -2.95774342e-01   1.64044990e-01
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   -1.69861032e-02  -1.27412864e-02]
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 [ -1.72827837e-01  -1.36736712e-01  -3.02504144e-01  -1.88732316e-02
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 [  5.30690869e-02  -3.81440489e-01   8.82597768e-02   2.79959912e-02
   -8.24285465e-02  -1.17371941e-01   1.80908441e-01  -1.04692671e-01
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   -1.14974593e-02  -1.24585666e-01]
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   -1.73165328e-01  -2.18167570e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
    8.62012488e-02   1.73104853e-01]
 [ -2.70602465e-01  -3.27592134e-01   9.98578861e-02   2.28182071e-01
   -1.02473195e-01  -6.88537712e-02   7.08480285e-02  -2.59436630e-01
   -2.59247803e-01  -7.05108139e-02]
 [  1.06274939e-01  -1.72919304e-01  -2.04102616e-02   1.23377727e-01
   -5.10280132e-02  -8.93377684e-02   2.25998487e-01   3.44180813e-03
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 [  3.92362163e-02  -9.05349413e-02  -2.09848505e-01   1.54447699e-01
   -6.04285671e-02   8.26305617e-02  -4.67183279e-02  -1.96328645e-02
   -8.68659419e-02  -1.28532937e-03]
 [ -1.16483777e-01  -6.69215632e-02  -2.00255769e-01   1.63200899e-01
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 [ -6.92470707e-02  -4.38412457e-02   2.75252113e-01   9.88447391e-02
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   -5.14965178e-02  -1.61626921e-02]
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 [  1.24995079e-01  -2.13100844e-01  -1.50081473e-01  -8.59188497e-03
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 [ -3.49746679e-01   2.04418904e-02   1.36329739e-02  -2.90121613e-02
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 [ -1.02386642e-01  -7.04777555e-02   1.22736157e-01   1.13422732e-01
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    1.87175020e-01   4.55513785e-04]
 [ -9.38890845e-03  -1.89290910e-01   1.97550610e-01  -2.55391927e-01
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[[ 0.64490392]
 [ 1.67065179]
 [ 0.27751864]
 [ 0.89814525]
 [-2.69323663]
 [-0.24584451]
 [-1.65285688]
 [ 0.08716747]
 [ 0.72183104]
 [ 0.90982039]]
Progress: 36.8% ... Training loss: 0.287 ... Validation loss: 0.448[[  1.54974246e-01   2.09851025e-01  -1.08537036e-01   9.88743076e-02
   -5.12052566e-01  -6.81583160e-02  -5.05582912e-02   1.20824632e-01
   -6.66757217e-02   1.78484632e-01]
 [  1.46731134e-02   1.52979965e-01  -1.90894892e-02   4.68255762e-02
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    1.42279887e-01  -2.70512911e-02]
 [  1.94151782e-01   7.30573323e-01   1.30853919e-02  -3.39002343e-02
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    6.00403861e-02   2.88374389e-01]
 [  1.98496804e-02  -3.52182761e-01  -2.09586412e-01   1.26087885e-01
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    8.84251629e-02   2.35738816e-01]
 [ -1.57055761e-02   1.11729950e-01  -1.47763845e-01   4.43540373e-02
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   -1.90387044e-01  -3.54353805e-02]
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   -1.92011413e-02  -1.55953390e-02]
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   -1.23642413e-02  -1.25746127e-01]
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   -1.73447943e-01  -2.18619938e-01]
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   -2.79144969e-02  -6.18302252e-02]
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   -1.82195035e-01  -3.78695590e-01]
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 [  9.85639355e-03  -4.65121676e-01  -4.39260415e-02  -1.08720341e-01
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   -3.65306219e-01  -2.21170423e-01]
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   -6.91982612e-02   8.21210556e-02]
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 [  4.59608235e-02   1.29724285e-01   2.52653900e-01   2.47290200e-01
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   -2.23770097e-01  -1.34687055e-01   1.09245180e-01   3.93745890e-02
   -1.87420119e-01   1.04731154e-01]
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   -1.84455784e-02  -8.95700271e-02]
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   -4.83459444e-02   1.80391984e-01   9.25043689e-02   1.18339555e-01
   -2.18470458e-02   1.71774575e-01]
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   -5.07119204e-02  -1.52422429e-02]
 [  4.62713178e-02   9.63487564e-03   1.84414716e-02   4.61816194e-02
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 [  1.24496728e-01  -2.14118203e-01  -1.50275326e-01  -9.19318551e-03
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   -1.16443215e-01  -6.38483870e-02]
 [ -3.50732146e-01   1.81311995e-02   1.31867312e-02  -3.05144302e-02
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   -8.89577200e-02   7.07107673e-02]
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   -3.86744801e-03  -1.94706697e-01]
 [  2.12747369e-01  -1.83426585e-01   6.46329712e-02  -2.10391494e-02
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 [ -1.04097531e-01  -7.42893251e-02   1.21965065e-01   1.10951451e-01
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    1.85167475e-01  -2.04586615e-03]
 [ -1.18906599e-02  -1.94115653e-01   1.96466173e-01  -2.58870891e-01
   -7.92857575e-02   1.19580264e-01   8.18167381e-02  -1.18110092e-01
    1.50487280e-02   2.12141419e-01]]
[[ 0.62474439]
 [ 1.65793624]
 [ 0.25700145]
 [ 0.87777441]
 [-2.71215544]
 [-0.26603312]
 [-1.6802587 ]
 [ 0.06716045]
 [ 0.70082186]
 [ 0.88862701]]
Progress: 36.8% ... Training loss: 0.277 ... Validation loss: 0.443[[  1.60442145e-01   2.21694489e-01  -1.06153468e-01   1.07112589e-01
   -5.36131360e-01  -7.06309055e-02  -6.25606393e-02   1.21444344e-01
   -6.00451104e-02   1.86021587e-01]
 [  1.47709745e-02   1.53164176e-01  -1.90388953e-02   4.69995620e-02
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    1.42413721e-01  -2.69095507e-02]
 [  1.97545561e-01   7.41597125e-01   1.46254262e-02  -2.89405133e-02
    5.13533168e-01  -2.60227945e-02  -8.28490416e-01  -3.95652271e-02
    6.40715906e-02   2.93093277e-01]
 [  1.99602940e-02  -3.51906875e-01  -2.09703208e-01   1.26068684e-01
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 [ -1.86531705e-02   1.04514175e-01  -1.49137594e-01   3.97773572e-02
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   -1.93903527e-01  -3.96390853e-02]
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   -1.68863071e-02  -1.29517456e-02]
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   -1.72371619e-01  -2.17294096e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -2.59509277e-01  -7.09431067e-02]
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   -5.10696069e-02  -8.92791500e-02   2.27290061e-01   3.39617081e-03
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   -8.60199536e-02  -5.50309558e-04]
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   -2.77824627e-02  -6.17807177e-02]
 [  1.14423203e-02  -1.46480288e-01  -2.90734917e-01  -4.82172542e-02
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 [  5.31155392e-02  -1.04223564e-02  -1.14541094e-01   5.08398710e-02
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 [  9.75118693e-03  -4.66131697e-01  -4.39916081e-02  -1.08853700e-01
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 [  4.60057397e-02   1.29657899e-01   2.52675776e-01   2.47347308e-01
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[[ 0.64893263]
 [ 1.68001172]
 [ 0.27984621]
 [ 0.9020213 ]
 [-2.69372802]
 [-0.2436507 ]
 [-1.65975816]
 [ 0.09153771]
 [ 0.7240103 ]
 [ 0.91667209]]
Progress: 36.9% ... Training loss: 0.294 ... Validation loss: 0.446[[  1.57596620e-01   2.14663394e-01  -1.07465428e-01   1.02775632e-01
   -5.22825982e-01  -6.95209777e-02  -5.58071779e-02   1.21015816e-01
   -6.34446175e-02   1.81847670e-01]
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 [  1.91340211e-01   7.29893795e-01   1.18072385e-02  -3.82257429e-02
    5.38777023e-01  -2.36057866e-02  -8.16689339e-01  -4.05275178e-02
    5.66026105e-02   2.83864035e-01]
 [  2.26037975e-02  -3.46599938e-01  -2.08491521e-01   1.30155126e-01
   -5.44797706e-04   1.40297677e-01   1.73268548e-01   6.10417109e-02
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 [ -1.68009675e-02   1.09598097e-01  -1.48353695e-01   4.22983322e-02
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   -1.92075706e-01  -3.73300649e-02]
 [ -3.81737217e-01  -6.15429391e-01  -2.95572196e-01   1.65245359e-01
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   -1.72656642e-01  -2.17660731e-01]
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   -3.02384481e-02  -6.48024751e-02]
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   -5.04693426e-02  -1.49115369e-02]
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   -1.16189243e-01  -6.36936690e-02]
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[[ 0.62759471]
 [ 1.65796146]
 [ 0.25881694]
 [ 0.88323255]
 [-2.71450183]
 [-0.25965429]
 [-1.67288073]
 [ 0.07345663]
 [ 0.70386029]
 [ 0.89530057]]
Progress: 36.9% ... Training loss: 0.274 ... Validation loss: 0.442[[  1.56774954e-01   2.12269452e-01  -1.07820215e-01   1.01524755e-01
   -5.16029427e-01  -6.92071685e-02  -5.37368324e-02   1.20914160e-01
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   -1.73484117e-01  -2.18709887e-01]
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[[ 0.62224677]
 [ 1.64792258]
 [ 0.2531338 ]
 [ 0.87819749]
 [-2.72030828]
 [-0.2621885 ]
 [-1.67471129]
 [ 0.07025538]
 [ 0.70113938]
 [ 0.88924893]]
Progress: 37.0% ... Training loss: 0.276 ... Validation loss: 0.449[[  1.58363596e-01   2.16211588e-01  -1.07188116e-01   1.03765526e-01
   -5.22234359e-01  -6.98633509e-02  -5.74048927e-02   1.21088326e-01
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 [  1.89585291e-01   7.28806573e-01   1.10071634e-02  -4.09153007e-02
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   -1.74627734e-02  -8.83383271e-02]
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   -5.07974308e-02  -1.53559775e-02]
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    1.84675411e-01  -2.72583330e-03]
 [ -9.79152222e-03  -1.90633673e-01   1.97272259e-01  -2.55990028e-01
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[[ 0.63564877]
 [ 1.65905409]
 [ 0.26476502]
 [ 0.89218033]
 [-2.70447495]
 [-0.25068414]
 [-1.65874919]
 [ 0.08122421]
 [ 0.71560583]
 [ 0.90357229]]
Progress: 37.0% ... Training loss: 0.276 ... Validation loss: 0.450[[  1.58138712e-01   2.14848731e-01  -1.07284357e-01   1.03491554e-01
   -5.21459520e-01  -6.97678873e-02  -5.60549010e-02   1.21055322e-01
   -6.29903106e-02   1.82513925e-01]
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    5.44813660e-02   2.81376687e-01]
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   -9.48778437e-03   1.39108102e-01   1.67244961e-01   6.13274800e-02
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   -1.74995490e-01  -2.20532425e-01]
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[[ 0.62865567]
 [ 1.65342089]
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 [ 0.88557308]
 [-2.71325387]
 [-0.2545575 ]
 [-1.66685306]
 [ 0.0763943 ]
 [ 0.70697609]
 [ 0.89879043]]
Progress: 37.0% ... Training loss: 0.274 ... Validation loss: 0.447[[  1.59278203e-01   2.18263629e-01  -1.06694139e-01   1.05317477e-01
   -5.26868151e-01  -7.03526355e-02  -5.89384277e-02   1.21232655e-01
   -6.15997702e-02   1.84246601e-01]
 [  1.45382643e-02   1.52518551e-01  -1.91359314e-02   4.66795305e-02
    8.26121251e-02  -6.95429756e-03   3.13231847e-01   4.12773299e-02
    1.42143966e-01  -2.72193226e-02]
 [  1.91288597e-01   7.32207429e-01   1.16829320e-02  -3.85993078e-02
    5.46706654e-01  -2.35473309e-02  -8.19270633e-01  -4.05448116e-02
    5.64207984e-02   2.83930113e-01]
 [  2.70465445e-02  -3.37369081e-01  -2.06684237e-01   1.36341331e-01
   -1.47771683e-02   1.38620929e-01   1.63511403e-01   6.14714562e-02
    9.70607417e-02   2.46989571e-01]
 [ -2.29020153e-02   9.37117774e-02  -1.50876859e-01   3.41822414e-02
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   -1.99359038e-01  -4.64272980e-02]
 [ -3.80497335e-01  -6.13973545e-01  -2.95036535e-01   1.67093558e-01
   -4.76462147e-02   3.87484697e-02   3.08000855e-01  -3.73249780e-02
   -1.47958249e-02  -1.06276768e-02]
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 [  1.09051775e-01  -2.53606508e-01   3.29526351e-02  -7.41516314e-02
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    7.74571700e-02  -2.68478772e-02]
 [ -1.73551413e-01  -1.39164030e-01  -3.02805024e-01  -1.97059499e-02
   -1.68306902e-02   6.87096865e-02  -1.44144706e-01  -2.90913720e-02
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 [  4.86145026e-02  -3.95290414e-01   8.62827505e-02   2.18592568e-02
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   -1.21418977e-02  -1.26035063e-01]
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   -1.74018135e-01  -2.19360223e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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 [ -2.71515820e-01  -3.29786162e-01   9.95151160e-02   2.27374883e-01
   -1.03355695e-01  -6.86214402e-02   7.38705842e-02  -2.59535352e-01
   -2.60141965e-01  -7.19210641e-02]
 [  1.06298987e-01  -1.74959306e-01  -2.04921706e-02   1.23365511e-01
   -5.28729730e-02  -8.93979132e-02   2.27681731e-01   3.43968118e-03
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 [  4.14226834e-02  -8.67450436e-02  -2.08930158e-01   1.57525595e-01
   -6.97695711e-02   8.15607617e-02  -5.16839031e-02  -1.94136273e-02
   -8.44247132e-02   1.24747963e-03]
 [ -1.17586622e-01  -7.08240065e-02  -2.00789175e-01   1.61515005e-01
   -3.88366335e-03   1.32921672e-01   4.01234871e-03  -2.49976478e-01
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 [ -7.05753892e-02  -4.72720328e-02   2.74677699e-01   9.70349674e-02
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 [  5.38135745e-02  -3.15603536e-02   8.63141132e-02   8.25013548e-02
    6.63819560e-02  -1.53761665e-02   2.31600835e-01   1.19901255e-01
   -3.22944157e-02  -6.73441253e-02]
 [  1.16241804e-02  -1.44877151e-01  -2.90646827e-01  -4.78146203e-02
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 [  5.09235619e-02  -1.63755914e-02  -1.15454673e-01   4.77015554e-02
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   -1.57468045e-01  -5.89092531e-02]
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   -1.81658276e-01  -3.78158642e-01]
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 [  1.03880924e-02  -4.65920185e-01  -4.37362614e-02  -1.07894568e-01
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   -3.64711286e-01  -2.20547474e-01]
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   -6.99881946e-02   8.12760193e-02]
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   -8.67334702e-02  -1.33662313e-01]
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   -2.58401304e-01  -2.91764442e-02]
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   -9.38947006e-03  -1.18962640e-01]
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 [  3.51819583e-01   3.34344974e-01  -8.16664249e-02   3.15906116e-01
   -8.89879250e-01  -2.88540978e-01  -4.86010522e-01   1.77453096e-01
    3.86648827e-01  -2.73860635e-02]
 [  4.58034951e-02   1.28354009e-01   2.52597159e-01   2.46990875e-01
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   -1.40996305e-01  -2.91705727e-01]
 [  2.02266289e-02  -7.47390086e-02  -1.19952319e-01  -5.88572934e-02
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 [  2.01780574e-03  -5.13435393e-02  -6.67824272e-02  -5.05132443e-02
   -2.65820170e-02  -1.77743597e-01   8.36564895e-02   1.00010127e-02
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 [  3.05139945e-02   8.05610321e-02   2.44510265e-01   7.54052662e-02
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   -1.84488920e-01   1.07992189e-01]
 [  7.38509583e-02   3.98690154e-02   1.08077786e-01   9.14852570e-03
   -2.45451038e-01   6.78625265e-02   5.55111592e-02  -2.70776326e-01
   -1.62358705e-02  -8.68165772e-02]
 [ -1.15017572e-02   9.68661084e-02   8.40708804e-02  -3.21317739e-02
   -4.41141570e-02   1.80830231e-01   9.47637696e-02   1.18180279e-01
   -2.32482893e-02   1.69993540e-01]
 [  2.24358585e-01   8.16779625e-02   2.99982172e-02   8.56585481e-02
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   -5.09048124e-02  -1.55159086e-02]
 [  4.61163557e-02   9.59193612e-03   1.83288372e-02   4.58176487e-02
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 [  5.46158657e-02   5.17016277e-01   1.26328616e-01   4.29762020e-01
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   -9.49451770e-01  -8.52001568e-02  -4.48700252e-01   1.51457993e-01
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 [  2.59966763e-01   3.27243750e-01   2.49062970e-01   1.56899110e-01
   -4.63112956e-01   7.77822568e-02  -2.35067900e-01   1.63272862e-01
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   -3.31023317e-02   4.97956707e-02]
 [ -9.74958569e-02   1.92538950e-03   2.52822529e-02   9.53927328e-02
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   -2.73236814e-01  -9.13198149e-02]
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   -2.12070938e-01   2.62558688e-02]
 [  9.14944802e-03  -3.98563877e-01  -1.27958289e-01  -1.62895214e-01
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   -1.66446655e-01  -2.23682170e-01]
 [  1.21309519e-01  -2.20656028e-01  -1.51699989e-01  -1.30920941e-02
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 [ -1.19852078e-01   6.32811385e-02   2.62532195e-01  -1.12923759e-02
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   -1.15549978e-01  -6.30118887e-02]
 [ -3.49484993e-01   2.03586957e-02   1.37762643e-02  -2.85582094e-02
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   -8.73920491e-02   7.24871540e-02]
 [  1.41075679e-01   9.90850069e-03  -2.36198360e-01  -8.86935366e-02
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   -3.80147148e-03  -1.94547111e-01]
 [  2.13315831e-01  -1.82922888e-01   6.49478454e-02  -2.01894745e-02
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 [ -1.06135093e-01  -8.00495762e-02   1.21154963e-01   1.08383638e-01
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    1.83052988e-01  -4.61985721e-03]
 [ -9.27274551e-03  -1.89402364e-01   1.97508883e-01  -2.55271099e-01
   -9.13629677e-02   1.18504983e-01   7.62683866e-02  -1.17819446e-01
    1.81478968e-02   2.15668941e-01]]
[[ 0.62762598]
 [ 1.65406824]
 [ 0.25480181]
 [ 0.882464  ]
 [-2.71689307]
 [-0.25759761]
 [-1.67405762]
 [ 0.07442619]
 [ 0.7035215 ]
 [ 0.89583982]]
Progress: 37.1% ... Training loss: 0.275 ... Validation loss: 0.447[[  1.57539730e-01   2.14364729e-01  -1.07431358e-01   1.02629296e-01
   -5.18780218e-01  -6.95665523e-02  -5.47363221e-02   1.21023900e-01
   -6.37069430e-02   1.81626762e-01]
 [  1.39924792e-02   1.51054585e-01  -1.94077966e-02   4.57919907e-02
    8.49381364e-02  -6.69338439e-03   3.14643333e-01   4.12055747e-02
    1.41457200e-01  -2.80309751e-02]
 [  1.90341653e-01   7.32074779e-01   1.12755620e-02  -4.01399417e-02
    5.52309321e-01  -2.31272620e-02  -8.18333217e-01  -4.06793054e-02
    5.52570232e-02   2.82291460e-01]
 [  2.71208610e-02  -3.40329486e-01  -2.06658988e-01   1.36816559e-01
   -1.33429074e-02   1.38569971e-01   1.66767700e-01   6.15026288e-02
    9.72301336e-02   2.47530424e-01]
 [ -2.41039530e-02   9.09415351e-02  -1.51190995e-01   3.31254860e-02
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   -2.00415525e-01  -4.77685027e-02]
 [ -3.80432233e-01  -6.15207270e-01  -2.95000582e-01   1.67271170e-01
   -4.97236362e-02   3.87103208e-02   3.08920165e-01  -3.73072467e-02
   -1.46458066e-02  -1.04476228e-02]
 [ -1.27729265e-02  -2.35484384e-01   6.28843449e-03   7.94180754e-02
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    1.86351219e-01   2.14509121e-02]
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    7.50544340e-02  -2.98937832e-02]
 [ -1.72343798e-01  -1.36193398e-01  -3.02316172e-01  -1.79615073e-02
   -2.09377042e-02   6.82438658e-02  -1.47150297e-01  -2.89457432e-02
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 [  4.66934815e-02  -4.01151339e-01   8.54587577e-02   1.88806349e-02
   -6.64374205e-02  -1.15469675e-01   2.00987334e-01  -1.05628659e-01
    1.33312642e-02   9.10858137e-02]
 [ -8.53538038e-02  -6.90504190e-02   9.49082496e-04  -1.43149943e-01
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   -1.19960823e-02  -1.25498847e-01]
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   -1.75375987e-01  -2.21129888e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
    8.62012488e-02   1.73104853e-01]
 [ -2.71116174e-01  -3.29459174e-01   9.96859966e-02   2.27891729e-01
   -1.04506554e-01  -6.87716118e-02   7.33018322e-02  -2.59483839e-01
   -2.59668390e-01  -7.12944080e-02]
 [  1.05558024e-01  -1.77312316e-01  -2.08003428e-02   1.22446527e-01
   -5.20152369e-02  -8.91205772e-02   2.29900360e-01   3.35674216e-03
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 [  4.15551058e-02  -8.69778255e-02  -2.08866936e-01   1.57705703e-01
   -7.11745658e-02   8.14993089e-02  -5.14446574e-02  -1.93937919e-02
   -8.42796418e-02   1.38808399e-03]
 [ -1.19707756e-01  -7.59967017e-02  -2.01610760e-01   1.58671709e-01
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    7.23455010e-02  -1.95593418e-01]
 [ -7.09675958e-02  -4.78914866e-02   2.74509445e-01   9.64743364e-02
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 [ -1.05589010e-01  -7.90476325e-02   1.21400684e-01   1.09136891e-01
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 [ -1.07412848e-02  -1.92970945e-01   1.96962775e-01  -2.57113072e-01
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[[ 0.61718536]
 [ 1.64594213]
 [ 0.24448564]
 [ 0.87144931]
 [-2.72457152]
 [-0.26630612]
 [-1.68376687]
 [ 0.06554875]
 [ 0.69297987]
 [ 0.88423564]]
Progress: 37.1% ... Training loss: 0.281 ... Validation loss: 0.451[[  1.59912246e-01   2.20073578e-01  -1.06491783e-01   1.06030524e-01
   -5.27170708e-01  -7.05359575e-02  -6.12114673e-02   1.21266119e-01
   -6.09979752e-02   1.85107319e-01]
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 [  1.90056860e-01   7.32427737e-01   1.11405396e-02  -4.08030761e-02
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    5.50180209e-02   2.81706676e-01]
 [  2.52226365e-02  -3.47478406e-01  -2.07417375e-01   1.34258548e-01
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 [ -2.37771211e-02   9.18548933e-02  -1.51084058e-01   3.36248881e-02
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   -1.74498753e-01  -2.20035751e-01]
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 [  4.57452931e-02   1.28346101e-01   2.52573529e-01   2.46899142e-01
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   -1.47807428e-02  -8.49873364e-02]
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   -2.36032328e-02   1.69527944e-01]
 [  2.25315503e-01   8.43035769e-02   3.03750254e-02   8.69702220e-02
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 [  1.41859300e-01   1.06207587e-02  -2.35910660e-01  -8.74686441e-02
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 [ -1.05150807e-01  -7.80833821e-02   1.21590380e-01   1.09806948e-01
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    1.84240117e-01  -3.23676116e-03]
 [ -9.19037216e-03  -1.89907169e-01   1.97493503e-01  -2.55242529e-01
   -9.47740465e-02   1.18524920e-01   7.57589362e-02  -1.17840873e-01
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[[ 0.63530106]
 [ 1.66098673]
 [ 0.26283438]
 [ 0.89062634]
 [-2.70870502]
 [-0.25058112]
 [-1.66237131]
 [ 0.08179282]
 [ 0.71287448]
 [ 0.90202792]]
Progress: 37.2% ... Training loss: 0.275 ... Validation loss: 0.450[[  1.58681454e-01   2.17916368e-01  -1.06891063e-01   1.04648023e-01
   -5.22677622e-01  -7.01563756e-02  -5.89095396e-02   1.21128980e-01
   -6.21747161e-02   1.83757847e-01]
 [  1.38643160e-02   1.50590601e-01  -1.94592872e-02   4.55897525e-02
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 [  1.89999030e-01   7.33567868e-01   1.12104448e-02  -4.06891245e-02
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    5.48096030e-02   2.82002071e-01]
 [  2.69580542e-02  -3.43350169e-01  -2.06707680e-01   1.36927003e-01
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   -1.74116708e-01  -2.19512756e-01]
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   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -3.02773627e-02  -6.46699707e-02]
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[[ 0.63060968]
 [ 1.65788495]
 [ 0.254923  ]
 [ 0.8848369 ]
 [-2.71418768]
 [-0.25537627]
 [-1.66983429]
 [ 0.07669804]
 [ 0.70608225]
 [ 0.89468866]]
Progress: 37.2% ... Training loss: 0.274 ... Validation loss: 0.446[[  1.60192349e-01   2.22420168e-01  -1.06168670e-01   1.06963349e-01
   -5.28523211e-01  -7.08162787e-02  -6.31433881e-02   1.21328172e-01
   -6.02624194e-02   1.86040400e-01]
 [  1.38519049e-02   1.50575793e-01  -1.94744344e-02   4.55836498e-02
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 [  1.92419633e-01   7.40076121e-01   1.22922021e-02  -3.70941764e-02
    5.45667034e-01  -2.40949070e-02  -8.27087476e-01  -4.04268795e-02
    5.77431385e-02   2.85567363e-01]
 [  2.96134662e-02  -3.37844375e-01  -2.05491478e-01   1.40940966e-01
   -2.01698483e-02   1.37386524e-01   1.64389973e-01   6.19263794e-02
    1.00773590e-01   2.51880834e-01]
 [ -2.46312000e-02   8.89638022e-02  -1.51541581e-01   3.19839429e-02
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   -2.01444746e-01  -4.90166494e-02]
 [ -3.82008990e-01  -6.19467161e-01  -2.95676520e-01   1.65258399e-01
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   -1.64353396e-02  -1.27631115e-02]
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   -1.00047752e-02  -1.23010798e-01]
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   -1.72375710e-01  -2.17325460e-01]
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   -2.59043083e-01  -7.04378335e-02]
 [  1.04428879e-01  -1.79941630e-01  -2.12918843e-02   1.20884664e-01
   -4.89255627e-02  -8.86924350e-02   2.32110289e-01   3.20742010e-03
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 [  4.06899813e-02  -8.93998200e-02  -2.09242672e-01   1.56584427e-01
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   -8.52865316e-02   3.40061332e-05]
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 [  5.62462025e-02  -2.50135216e-02   8.73405400e-02   8.61677586e-02
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   -2.93928790e-02  -6.35816548e-02]
 [  1.06729267e-02  -1.46729662e-01  -2.91091070e-01  -4.94478875e-02
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   -1.80854378e-01  -3.77166549e-01]
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   -8.62144900e-02  -1.33046176e-01]
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 [  3.52989505e-01   3.38546423e-01  -8.11035472e-02   3.17750525e-01
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 [  4.59117736e-02   1.28777161e-01   2.52642886e-01   2.47126414e-01
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   -1.84218211e-01   1.08498847e-01]
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   -1.61270180e-02  -8.66884339e-02]
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   -4.00084554e-02   1.81255732e-01   9.74253347e-02   1.18049985e-01
   -2.44747605e-02   1.68464097e-01]
 [  2.25746918e-01   8.53875453e-02   3.05662427e-02   8.76229480e-02
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   -4.93235086e-02  -1.35315600e-02]
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   -2.73163862e-01  -9.12432601e-02]
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 [  1.23684176e-01  -2.14460074e-01  -1.50611154e-01  -9.29995255e-03
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 [ -1.18967121e-01   6.49455270e-02   2.62945618e-01  -9.97889914e-03
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   -1.14703842e-01  -6.16286220e-02]
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   -8.72951144e-02   7.23950993e-02]
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   -1.78086076e-03  -1.91965778e-01]
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 [ -1.06759912e-01  -8.14923401e-02   1.20933098e-01   1.07606573e-01
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    1.82597801e-01  -5.51485376e-03]
 [ -1.08655474e-02  -1.92620926e-01   1.96790505e-01  -2.57650736e-01
   -9.08470486e-02   1.19182468e-01   7.89295326e-02  -1.18050988e-01
    1.63434341e-02   2.13626135e-01]]
[[ 0.63611996]
 [ 1.66435725]
 [ 0.25839468]
 [ 0.88902177]
 [-2.7095816 ]
 [-0.25063789]
 [-1.66907506]
 [ 0.08145424]
 [ 0.70954188]
 [ 0.89929412]]
Progress: 37.3% ... Training loss: 0.276 ... Validation loss: 0.449[[  1.59849148e-01   2.21092682e-01  -1.06301133e-01   1.06179502e-01
   -5.24408602e-01  -7.06109491e-02  -6.14029359e-02   1.21274203e-01
   -6.07138664e-02   1.85576082e-01]
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    1.41506924e-01  -2.79206981e-02]
 [  1.91510531e-01   7.38960288e-01   1.18323470e-02  -3.88328780e-02
    5.49709821e-01  -2.35962402e-02  -8.25376696e-01  -4.05653213e-02
    5.65293279e-02   2.84225011e-01]
 [  2.91395302e-02  -3.38343086e-01  -2.05675062e-01   1.40514606e-01
   -1.87279870e-02   1.37591073e-01   1.65114673e-01   6.18718866e-02
    1.00303391e-01   2.51397673e-01]
 [ -2.44819308e-02   9.03318409e-02  -1.51475468e-01   3.22809184e-02
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   -2.01265779e-01  -4.88566379e-02]
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   -1.53088611e-02  -1.13901872e-02]
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 [  4.52616617e-02  -4.02552084e-01   8.49656107e-02   1.71951347e-02
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   -9.56990479e-03  -1.22333779e-01]
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   -1.72398055e-01  -2.17380466e-01]
 [ -1.57533965e-01   3.66753400e-03   6.16462445e-02   2.09043254e-02
   -1.70781290e-01  -2.19462599e-01  -1.76832215e-01  -1.97090736e-01
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   -8.45316087e-02   9.99282905e-04]
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 [ -1.06780552e-01  -8.19843359e-02   1.20924103e-01   1.07670364e-01
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[[ 0.63218122]
 [ 1.66394958]
 [ 0.25438443]
 [ 0.88753853]
 [-2.71619802]
 [-0.25517417]
 [-1.67322514]
 [ 0.07856035]
 [ 0.70649795]
 [ 0.89551541]]
Progress: 37.4% ... Training loss: 0.275 ... Validation loss: 0.447[[  1.58717185e-01   2.17831637e-01  -1.06788174e-01   1.04328390e-01
   -5.18744394e-01  -7.01568041e-02  -5.84273354e-02   1.21128289e-01
   -6.20149445e-02   1.84105968e-01]
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 [  1.88085272e-01   7.33709198e-01   1.03316999e-02  -4.42216070e-02
    5.63377230e-01  -2.21000496e-02  -8.18928080e-01  -4.10322471e-02
    5.23660511e-02   2.79150052e-01]
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   -2.11334901e-02   1.37298958e-01   1.65213691e-01   6.19741824e-02
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[[ 0.63356974]
 [ 1.66217422]
 [ 0.25783686]
 [ 0.8915368 ]
 [-2.71548995]
 [-0.25034904]
 [-1.66560498]
 [ 0.08098829]
 [ 0.71001968]
 [ 0.89739104]]
Progress: 37.4% ... Training loss: 0.275 ... Validation loss: 0.451[[  1.59589673e-01   2.20546914e-01  -1.06391933e-01   1.05660883e-01
   -5.23670767e-01  -7.05607122e-02  -6.10519522e-02   1.21254620e-01
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[[ 0.63654794]
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 [-1.66801066]
 [ 0.08218166]
 [ 0.71239123]
 [ 0.89896681]]
Progress: 37.5% ... Training loss: 0.276 ... Validation loss: 0.450[[  1.59713640e-01   2.19856197e-01  -1.06400678e-01   1.05595307e-01
   -5.22259087e-01  -7.05295587e-02  -6.08616128e-02   1.21270391e-01
   -6.09348593e-02   1.85628060e-01]
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 [  1.89131452e-01   7.33708328e-01   1.08589722e-02  -4.26587787e-02
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 [  3.19229483e-02  -3.35320787e-01  -2.04416969e-01   1.44698503e-01
   -2.53481424e-02   1.36491571e-01   1.61171213e-01   6.22221484e-02
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 [ -2.50600762e-02   8.95381863e-02  -1.51488155e-01   3.21925931e-02
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   -2.01020631e-01  -5.01816020e-02]
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   -1.64573048e-02  -1.27247458e-02]
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   -1.71207197e-01  -2.15769203e-01]
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 [  5.75131508e-02  -2.24255193e-02   8.77914380e-02   8.76960121e-02
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   -2.80120408e-02  -6.17850613e-02]
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   -1.52648847e-02  -8.54970024e-02]
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   -4.89317014e-02  -1.31760860e-02]
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 [  2.59650557e-01   3.27816043e-01   2.49048205e-01   1.56980686e-01
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   -2.73422445e-01  -9.15705318e-02]
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   -2.11142249e-01   2.74162741e-02]
 [  8.60358043e-03  -4.01035634e-01  -1.28212464e-01  -1.63647644e-01
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   -1.67067957e-01  -2.24499947e-01]
 [  1.22120205e-01  -2.17727098e-01  -1.51238334e-01  -1.13155355e-02
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 [ -1.18805999e-01   6.32768584e-02   2.63047467e-01  -9.55085156e-03
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   -1.14390643e-01  -6.13679606e-02]
 [ -3.50855020e-01   1.56989361e-02   1.32086235e-02  -3.05212635e-02
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   -8.88042979e-02   7.07215881e-02]
 [  1.42450940e-01   1.16874968e-02  -2.35522477e-01  -8.63342573e-02
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 [ -1.07181573e-01  -8.31696140e-02   1.20709336e-01   1.06979199e-01
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    1.81809129e-01  -6.30917238e-03]
 [ -1.19271766e-02  -1.94758662e-01   1.96331925e-01  -2.59220227e-01
   -8.93076105e-02   1.19581231e-01   8.15432556e-02  -1.18185633e-01
    1.53561736e-02   2.12327483e-01]]
[[ 0.62383823]
 [ 1.65606186]
 [ 0.24511882]
 [ 0.87793172]
 [-2.73075403]
 [-0.26441481]
 [-1.68629432]
 [ 0.06846532]
 [ 0.69747546]
 [ 0.88558583]]
Progress: 37.5% ... Training loss: 0.280 ... Validation loss: 0.451[[  1.60314645e-01   2.21226312e-01  -1.06162191e-01   1.06306853e-01
   -5.23856416e-01  -7.07768340e-02  -6.18906362e-02   1.21338338e-01
   -6.04268857e-02   1.86580720e-01]
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 [  1.85690265e-01   7.27378774e-01   9.39994165e-03  -4.79473524e-02
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    4.97687354e-02   2.75989000e-01]
 [  3.07280588e-02  -3.39690439e-01  -2.04896616e-01   1.43038141e-01
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 [ -2.46185119e-02   9.13241592e-02  -1.51350004e-01   3.28096406e-02
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   -2.00426743e-01  -4.96541831e-02]
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   -1.46120546e-02  -1.05006902e-02]
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   -2.31697027e-02   6.79543333e-02  -1.47718050e-01  -2.89242662e-02
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   -1.06783082e-02  -1.23784628e-01]
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   -1.69700532e-01  -2.13986294e-01]
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   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
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 [  1.05504455e-01  -1.79655842e-01  -2.08668088e-02   1.22329331e-01
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   -7.29768140e-02   8.11352732e-02  -5.18513221e-02  -1.92940422e-02
   -8.33394102e-02   2.55147884e-03]
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 [  5.79447458e-02  -2.13845159e-02   8.79554099e-02   8.82908552e-02
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 [  1.42280595e-01   1.10626077e-02  -2.35585340e-01  -8.65434126e-02
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 [ -1.06461348e-01  -8.14246591e-02   1.20992210e-01   1.07926681e-01
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    1.82462797e-01  -5.32374167e-03]
 [ -1.08403505e-02  -1.92642963e-01   1.96772512e-01  -2.57673001e-01
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[[ 0.62750973]
 [ 1.6565693 ]
 [ 0.25037673]
 [ 0.88495211]
 [-2.72734315]
 [-0.25820275]
 [-1.67435138]
 [ 0.07283352]
 [ 0.70332474]
 [ 0.88961424]]
Progress: 37.5% ... Training loss: 0.277 ... Validation loss: 0.451[[  1.61984514e-01   2.25639897e-01  -1.05449680e-01   1.08731688e-01
   -5.29821221e-01  -7.14180232e-02  -6.60239955e-02   1.21554100e-01
   -5.84804238e-02   1.89482563e-01]
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 [  1.85949988e-01   7.29019907e-01   9.51430563e-03  -4.76326859e-02
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    4.99454820e-02   2.76537521e-01]
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   -1.25740219e-02   1.37719200e-01   1.70375527e-01   6.18863406e-02
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 [ -2.36572159e-02   9.34049992e-02  -1.50953277e-01   3.38278932e-02
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   -1.69906032e-01  -2.14092281e-01]
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   -1.84810329e-01   1.07857774e-01]
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   -2.48130620e-01   6.75219616e-02   5.36279410e-02  -2.70727077e-01
   -1.54990064e-02  -8.58034975e-02]
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   -3.75339498e-02   1.81594554e-01   9.92975391e-02   1.17947946e-01
   -2.54504128e-02   1.67231901e-01]
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   -4.84710650e-02  -1.26278506e-02]
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 [ -3.51015341e-01   1.49145186e-02   1.31684683e-02  -3.06735551e-02
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 [ -1.05811907e-01  -7.98875824e-02   1.21267270e-01   1.08819622e-01
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    1.83196819e-01  -4.44401941e-03]
 [ -1.19813161e-02  -1.96244731e-01   1.96264563e-01  -2.59434601e-01
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[[ 0.63713642]
 [ 1.66580285]
 [ 0.26019304]
 [ 0.89559149]
 [-2.71912742]
 [-0.25141153]
 [-1.66374508]
 [ 0.08120787]
 [ 0.71333324]
 [ 0.89772842]]
Progress: 37.6% ... Training loss: 0.275 ... Validation loss: 0.452[[  1.61005977e-01   2.24797424e-01  -1.05929226e-01   1.07245905e-01
   -5.26323944e-01  -7.09129333e-02  -6.42025903e-02   1.21407847e-01
   -5.98335220e-02   1.87828864e-01]
 [  1.33144738e-02   1.49093146e-01  -1.97003102e-02   4.47635373e-02
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 [  1.88739192e-01   7.35034123e-01   1.04926745e-02  -4.41375538e-02
    5.65537318e-01  -2.21064993e-02  -8.20062643e-01  -4.08845965e-02
    5.26213762e-02   2.80040732e-01]
 [  2.95660416e-02  -3.44973268e-01  -2.05121070e-01   1.42209716e-01
   -1.84930398e-02   1.37407302e-01   1.70227883e-01   6.19927370e-02
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 [ -2.30999163e-02   9.46519755e-02  -1.50700534e-01   3.46837616e-02
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   -1.98651412e-01  -4.74511958e-02]
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   -1.58516420e-02  -1.20422388e-02]
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   -1.70050233e-01  -2.14296562e-01]
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   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
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   -2.59667862e-01  -7.12034284e-02]
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   -5.29249123e-02  -8.91283340e-02   2.31977484e-01   3.30753821e-03
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   -8.37419956e-02   2.12406192e-03]
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 [  5.78955109e-02  -2.17346398e-02   8.79101259e-02   8.81294036e-02
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   -2.76703868e-02  -6.13106409e-02]
 [  8.76294507e-03  -1.51630086e-01  -2.91871404e-01  -5.22306416e-02
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 [  5.08292522e-02  -1.70946373e-02  -1.15392671e-01   4.78327377e-02
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 [  9.62799156e-03  -4.70579476e-01  -4.40320811e-02  -1.08881241e-01
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 [  4.63750074e-02   1.29608538e-01   2.52865158e-01   2.47735184e-01
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[[ 0.63389605]
 [ 1.66717047]
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 [ 0.70817754]
 [ 0.89391104]]
Progress: 37.6% ... Training loss: 0.274 ... Validation loss: 0.448[[  1.63855959e-01   2.30713550e-01  -1.04688630e-01   1.11169079e-01
   -5.35738945e-01  -7.19805255e-02  -7.07409841e-02   1.21779425e-01
   -5.66544232e-02   1.91805931e-01]
 [  1.35177942e-02   1.49552750e-01  -1.96118055e-02   4.50803619e-02
    8.76078983e-02  -6.45351126e-03   3.16510185e-01   4.11411678e-02
    1.40923411e-01  -2.87472971e-02]
 [  1.90001157e-01   7.36869700e-01   1.10928850e-02  -4.23625936e-02
    5.59561625e-01  -2.24934989e-02  -8.22820057e-01  -4.07229587e-02
    5.41359809e-02   2.81686884e-01]
 [  2.80857347e-02  -3.47701706e-01  -2.05762395e-01   1.39887107e-01
   -1.21993247e-02   1.37910930e-01   1.73434680e-01   6.17998314e-02
    9.85346645e-02   2.51788392e-01]
 [ -1.98074671e-02   9.97851592e-02  -1.49348187e-01   3.90923866e-02
   -1.95226265e-02  -1.79623840e-01   6.42488118e-02  -1.18430952e-01
   -1.94515895e-01  -4.35057801e-02]
 [ -3.81289821e-01  -6.22125162e-01  -2.95391442e-01   1.66659913e-01
   -5.52746052e-02   3.87965218e-02   3.15175984e-01  -3.74390658e-02
   -1.55386995e-02  -1.16543797e-02]
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 [  1.06113853e-01  -2.61661748e-01   3.19107420e-02  -7.81180448e-02
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 [ -1.71468193e-01  -1.36477813e-01  -3.01931179e-01  -1.65146865e-02
   -2.57645310e-02   6.77745124e-02  -1.47585640e-01  -2.88674770e-02
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 [  4.63659349e-02  -4.03324537e-01   8.52228182e-02   1.80697203e-02
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   -8.11320360e-03  -1.20341838e-01]
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   -1.70619735e-01  -2.14970838e-01]
 [ -1.57779482e-01   3.28832938e-03   6.15287325e-02   2.06088786e-02
   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
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 [ -2.70912387e-01  -3.29654316e-01   9.98003129e-02   2.28347121e-01
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   -2.59522463e-01  -7.10087060e-02]
 [  1.05644123e-01  -1.79691288e-01  -2.08126115e-02   1.22510242e-01
   -5.42953880e-02  -8.92810594e-02   2.31250089e-01   3.35843939e-03
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 [  4.23947446e-02  -8.69416638e-02  -2.08444857e-01   1.59075174e-01
   -7.27165497e-02   8.11642256e-02  -5.17193861e-02  -1.92945800e-02
   -8.32952335e-02   2.74308556e-03]
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 [ -6.84183082e-02  -4.32315317e-02   2.75483479e-01   9.99100745e-02
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 [  5.89887487e-02  -1.92562928e-02   8.83888815e-02   8.97414375e-02
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   -2.63597871e-02  -5.96776113e-02]
 [  9.32907219e-03  -1.50531112e-01  -2.91611318e-01  -5.13369437e-02
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 [  5.12054948e-02  -1.70167719e-02  -1.15217962e-01   4.83487982e-02
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   -1.81370265e-01  -3.77861740e-01]
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 [  9.67944675e-03  -4.70483136e-01  -4.40114415e-02  -1.08809997e-01
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   -3.65463341e-01  -2.21379330e-01]
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   -8.78612983e-02  -1.35047302e-01]
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 [  3.56442734e-01   3.45438423e-01  -7.97744565e-02   3.21862876e-01
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 [  4.67512577e-02   1.30590806e-01   2.53018135e-01   2.48249972e-01
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 [  1.87505619e-02  -7.93556941e-02  -1.20573392e-01  -6.09727229e-02
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 [  1.23755300e-03  -5.27100646e-02  -6.71439726e-02  -5.17501762e-02
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 [  3.01943039e-02   8.06262891e-02   2.44322210e-01   7.47453663e-02
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   -1.85197863e-01   1.07336811e-01]
 [  7.50617564e-02   4.33944396e-02   1.08545999e-01   1.09057253e-02
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   -1.48896464e-02  -8.50088354e-02]
 [ -1.40010054e-02   9.09040115e-02   8.30456662e-02  -3.57812023e-02
   -3.51997419e-02   1.81853251e-01   1.00621150e-01   1.17866245e-01
   -2.61460583e-02   1.66391867e-01]
 [  2.26488532e-01   8.75529992e-02   3.08786112e-02   8.86981897e-02
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   -4.84431256e-02  -1.26285500e-02]
 [  4.60029188e-02   9.20446176e-03   1.82548320e-02   4.55557999e-02
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 [  5.59969524e-02   5.19605678e-01   1.26813158e-01   4.31723539e-01
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 [  2.59121643e-01   3.27042723e-01   2.48897063e-01   1.56432672e-01
   -4.65734447e-01   7.79412869e-02  -2.34779578e-01   1.63202274e-01
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   -3.38476642e-02   4.88280625e-02]
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   -2.73261187e-01  -9.13707838e-02]
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   -2.11131599e-01   2.74565616e-02]
 [  8.54295453e-03  -4.01616695e-01  -1.28244993e-01  -1.63743655e-01
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   -1.67184461e-01  -2.24596933e-01]
 [  1.23402052e-01  -2.14754733e-01  -1.50682702e-01  -9.09982420e-03
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 [ -1.15242880e-01   6.93281762e-02   2.64548168e-01  -4.52561818e-03
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   -1.10239002e-01  -5.62882696e-02]
 [ -3.50271624e-01   1.55351389e-02   1.35047672e-02  -2.96013226e-02
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   -8.81109423e-02   7.15790204e-02]
 [  1.42533377e-01   1.21045790e-02  -2.35477130e-01  -8.62044176e-02
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   -1.97286240e-03  -1.91695261e-01]
 [  2.14214343e-01  -1.83314090e-01   6.51926449e-02  -1.93733940e-02
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    1.16386159e-01  -1.75827773e-01]
 [ -1.06379933e-01  -8.09655890e-02   1.21042709e-01   1.08044492e-01
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    1.82410586e-01  -5.36569459e-03]
 [ -1.35741126e-02  -1.99919933e-01   1.95561294e-01  -2.61747717e-01
   -8.63992316e-02   1.20289190e-01   8.69356046e-02  -1.18428365e-01
    1.34810882e-02   2.10177939e-01]]
[[ 0.64809692]
 [ 1.68140561]
 [ 0.26949511]
 [ 0.90563767]
 [-2.71324042]
 [-0.2476105 ]
 [-1.6622708 ]
 [ 0.08821442]
 [ 0.72112595]
 [ 0.90751816]]
Progress: 37.7% ... Training loss: 0.280 ... Validation loss: 0.454[[  1.62609750e-01   2.27890039e-01  -1.05122622e-01   1.09521433e-01
   -5.29442455e-01  -7.14936768e-02  -6.78021199e-02   1.21613979e-01
   -5.78662707e-02   1.90510326e-01]
 [  1.37246071e-02   1.49402587e-01  -1.95228257e-02   4.53280303e-02
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    1.41167582e-01  -2.84709963e-02]
 [  1.92067066e-01   7.40134782e-01   1.20569727e-02  -3.92668968e-02
    5.50392640e-01  -2.33333866e-02  -8.26784440e-01  -4.04406747e-02
    5.65885381e-02   2.85079295e-01]
 [  2.46382790e-02  -3.54167363e-01  -2.07253422e-01   1.35045206e-01
    2.69723762e-03   1.39267299e-01   1.81484603e-01   6.13378387e-02
    9.46723029e-02   2.47381237e-01]
 [ -2.01919471e-02   9.85736485e-02  -1.49492013e-01   3.84361832e-02
   -1.60564027e-02  -1.79518566e-01   6.46327521e-02  -1.18489416e-01
   -1.95042080e-01  -4.37328307e-02]
 [ -3.81475710e-01  -6.22394413e-01  -2.95478108e-01   1.66385261e-01
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   -1.57767253e-02  -1.20268496e-02]
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    1.94526069e-01   3.19218061e-02]
 [  1.04301492e-01  -2.66334964e-01   3.11751282e-02  -8.06289682e-02
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    7.25480019e-02  -3.22810616e-02]
 [ -1.71519527e-01  -1.36478916e-01  -3.01952736e-01  -1.65847829e-02
   -2.57332383e-02   6.77573196e-02  -1.47433298e-01  -2.88798060e-02
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 [  4.44451839e-02  -4.07629472e-01   8.44653663e-02   1.54197050e-02
   -7.13746441e-02  -1.14781337e-01   2.06954548e-01  -1.06055768e-01
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 [ -8.24040835e-02  -6.64554498e-02   2.26229616e-03  -1.38717240e-01
   -4.20567015e-02   1.61148730e-02   1.91225996e-01  -1.02498893e-01
   -8.54683800e-03  -1.20825599e-01]
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   -1.70843394e-01  -2.15261714e-01]
 [ -1.57779482e-01   3.28832938e-03   6.15287325e-02   2.06088786e-02
   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
    8.58777646e-02   1.72732509e-01]
 [ -2.70371691e-01  -3.28922750e-01   1.00034925e-01   2.29094637e-01
   -1.09468762e-01  -6.91020008e-02   7.25713673e-02  -2.59383073e-01
   -2.58913099e-01  -7.03240590e-02]
 [  1.05787318e-01  -1.79012334e-01  -2.07582409e-02   1.22684336e-01
   -5.45464744e-02  -8.93094367e-02   2.30472927e-01   3.37745402e-03
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 [  4.17752522e-02  -8.81514999e-02  -2.08691888e-01   1.58211094e-01
   -7.00125511e-02   8.13842161e-02  -5.02970598e-02  -1.93775349e-02
   -8.39822977e-02   1.90735593e-03]
 [ -1.20843388e-01  -7.92853831e-02  -2.02078038e-01   1.57266211e-01
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 [ -6.81557282e-02  -4.29406066e-02   2.75610004e-01   1.00276012e-01
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    7.52278129e-02   3.62237975e-02]
 [  5.93234637e-02  -1.83037987e-02   8.85550158e-02   9.03375110e-02
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[[ 0.64233123]
 [ 1.6801106 ]
 [ 0.26251397]
 [ 0.89724356]
 [-2.72091655]
 [-0.25564871]
 [-1.6759541 ]
 [ 0.0792922 ]
 [ 0.71272102]
 [ 0.89921826]]
Progress: 37.8% ... Training loss: 0.274 ... Validation loss: 0.441[[  1.59877425e-01   2.21868713e-01  -1.06233021e-01   1.05550250e-01
   -5.18780451e-01  -7.04104908e-02  -6.16069372e-02   1.21254007e-01
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   -1.45131669e-02  -8.45933713e-02]
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    1.80559761e-01  -7.85807203e-03]
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[[ 0.63118682]
 [ 1.66688554]
 [ 0.25407402]
 [ 0.89062311]
 [-2.73225655]
 [-0.26065656]
 [-1.6769621 ]
 [ 0.07163615]
 [ 0.70381029]
 [ 0.88937333]]
Progress: 37.8% ... Training loss: 0.275 ... Validation loss: 0.445[[  1.62867978e-01   2.28923660e-01  -1.04968485e-01   1.09735521e-01
   -5.30043903e-01  -7.16354131e-02  -6.82407574e-02   1.21602481e-01
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    5.38325838e-02   2.81333910e-01]
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[[ 0.65180774]
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 [ 0.08749655]
 [ 0.72480358]
 [ 0.90881557]]
Progress: 37.9% ... Training loss: 0.281 ... Validation loss: 0.454[[  1.62010014e-01   2.28692378e-01  -1.05182652e-01   1.08807665e-01
   -5.28082071e-01  -7.13817831e-02  -6.73614513e-02   1.21512085e-01
   -5.85406005e-02   1.89685192e-01]
 [  1.46026037e-02   1.51468415e-01  -1.91572026e-02   4.65843871e-02
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    1.42135035e-01  -2.73152697e-02]
 [  1.92320241e-01   7.40907649e-01   1.21517778e-02  -3.96551783e-02
    5.53396424e-01  -2.33105670e-02  -8.26808155e-01  -4.04949774e-02
    5.63154021e-02   2.84521673e-01]
 [  2.35375263e-02  -3.59052849e-01  -2.07781442e-01   1.33511686e-01
    1.16244758e-02   1.39959224e-01   1.86061227e-01   6.11319743e-02
    9.33548136e-02   2.45587535e-01]
 [ -2.29376600e-02   9.27681485e-02  -1.50349421e-01   3.58003404e-02
   -1.39623826e-02  -1.78876833e-01   6.96211480e-02  -1.18766345e-01
   -1.97119037e-01  -4.71223175e-02]
 [ -3.82355744e-01  -6.24481472e-01  -2.95800586e-01   1.65443254e-01
   -5.46266676e-02   3.90494807e-02   3.17130444e-01  -3.75548939e-02
   -1.65245924e-02  -1.29140472e-02]
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 [ -1.69811558e-01  -1.32530686e-01  -3.01212389e-01  -1.41397622e-02
   -3.25312991e-02   6.70588900e-02  -1.50716161e-01  -2.86740155e-02
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 [  4.60478971e-02  -4.02061868e-01   8.52838096e-02   1.81146437e-02
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   -1.15620286e-02  -1.24551401e-01]
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   -1.70469929e-01  -2.14714794e-01]
 [ -1.57779482e-01   3.28832938e-03   6.15287325e-02   2.06088786e-02
   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
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 [ -2.70615186e-01  -3.29195450e-01   9.99538601e-02   2.28914144e-01
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   -2.59147759e-01  -7.06128835e-02]
 [  1.04622865e-01  -1.80663932e-01  -2.12615064e-02   1.21020778e-01
   -5.10746404e-02  -8.89134235e-02   2.31992535e-01   3.21774225e-03
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 [  4.17197145e-02  -8.91926220e-02  -2.08641065e-01   1.58260090e-01
   -7.16631950e-02   8.13200500e-02  -4.93126535e-02  -1.93549915e-02
   -8.39401967e-02   1.97998885e-03]
 [ -1.19766503e-01  -7.67434157e-02  -2.01634368e-01   1.58791264e-01
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 [ -6.96189241e-02  -4.62843600e-02   2.75067689e-01   9.84362562e-02
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 [  5.81459044e-02  -2.16958422e-02   8.80173916e-02   8.84290167e-02
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   -2.73525491e-02  -6.08698041e-02]
 [  8.88082372e-03  -1.51495266e-01  -2.91832974e-01  -5.20401650e-02
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 [  5.04928476e-02  -1.91244936e-02  -1.15385229e-01   4.76757803e-02
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   -1.57523352e-01  -5.90578211e-02]
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   -1.82423652e-01  -3.79187124e-01]
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 [  9.63245344e-03  -4.71726561e-01  -4.40179049e-02  -1.08829570e-01
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   -3.65474757e-01  -2.21385393e-01]
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   -8.85565559e-02  -1.35984038e-01]
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 [  3.58836105e-01   3.50948613e-01  -7.87628364e-02   3.25245587e-01
   -9.11247352e-01  -2.91232363e-01  -5.02689722e-01   1.78366102e-01
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 [  4.60564029e-02   1.28788879e-01   2.52712650e-01   2.47146062e-01
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   -1.40736662e-01  -2.91331400e-01]
 [  1.84025574e-02  -7.98357818e-02  -1.20717572e-01  -6.14978781e-02
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 [  2.95210628e-02   7.90657890e-02   2.44062713e-01   7.38218094e-02
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 [  7.49367143e-02   4.32184365e-02   1.08448081e-01   1.05487171e-02
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   -1.51125226e-02  -8.53346199e-02]
 [ -1.36585052e-02   9.13465021e-02   8.31762770e-02  -3.53543204e-02
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   -2.58139668e-02   1.66720331e-01]
 [  2.28170154e-01   9.16756312e-02   3.16191663e-02   9.12100714e-02
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   -4.64554293e-02  -1.00644756e-02]
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 [  2.58710145e-01   3.26396246e-01   2.48706092e-01   1.55809807e-01
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   -3.42611855e-02   4.83425756e-02]
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   -2.73306880e-01  -9.15634503e-02]
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   -2.11332437e-01   2.72376538e-02]
 [  8.09824483e-03  -4.02811692e-01  -1.28406242e-01  -1.64278041e-01
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   -1.67605466e-01  -2.25220146e-01]
 [  1.23167704e-01  -2.15235382e-01  -1.50712096e-01  -9.27882952e-03
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 [ -1.14467547e-01   6.97227588e-02   2.64872354e-01  -3.44450125e-03
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   -1.09340121e-01  -5.53487413e-02]
 [ -3.53250915e-01   8.08613019e-03   1.23668242e-02  -3.34947686e-02
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   -9.13058847e-02   6.77645758e-02]
 [  1.43525590e-01   1.36803518e-02  -2.35059498e-01  -8.47161548e-02
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   -8.21391944e-04  -1.90167803e-01]
 [  2.12758849e-01  -1.86968916e-01   6.46789559e-02  -2.14647608e-02
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 [ -1.06783917e-01  -8.14729632e-02   1.20883458e-01   1.07728944e-01
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    1.81936215e-01  -5.85551445e-03]
 [ -1.36517386e-02  -1.98977119e-01   1.95495126e-01  -2.61897517e-01
   -8.91170385e-02   1.20299023e-01   8.66592974e-02  -1.18469229e-01
    1.34897160e-02   2.10300870e-01]]
[[ 0.64401664]
 [ 1.68527739]
 [ 0.26257521]
 [ 0.8987712 ]
 [-2.72837126]
 [-0.25665808]
 [-1.68273118]
 [ 0.07825001]
 [ 0.71618794]
 [ 0.90012135]]
Progress: 37.9% ... Training loss: 0.274 ... Validation loss: 0.440[[  1.62599034e-01   2.30595615e-01  -1.04878920e-01   1.09671151e-01
   -5.30942096e-01  -7.15778117e-02  -6.90064748e-02   1.21573059e-01
   -5.78428243e-02   1.90382135e-01]
 [  1.44006634e-02   1.50911342e-01  -1.92454484e-02   4.62836929e-02
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    1.41896294e-01  -2.76016919e-02]
 [  1.94680942e-01   7.46183137e-01   1.31769759e-02  -3.64141191e-02
    5.45349236e-01  -2.41876180e-02  -8.32262101e-01  -4.02040975e-02
    5.89820603e-02   2.87586042e-01]
 [  2.44825657e-02  -3.56474679e-01  -2.07349206e-01   1.35104454e-01
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    9.46641098e-02   2.47173972e-01]
 [ -1.81760598e-02   1.04854064e-01  -1.48485328e-01   4.26079384e-02
   -3.15069534e-02  -1.80857355e-01   5.77311207e-02  -1.18155056e-01
   -1.91931996e-01  -4.03904171e-02]
 [ -3.82985594e-01  -6.25317312e-01  -2.96055580e-01   1.64621681e-01
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   -1.72471467e-02  -1.37809587e-02]
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    1.94525632e-01   3.20252410e-02]
 [  1.03686561e-01  -2.68050563e-01   3.10231755e-02  -8.14721402e-02
    7.40189032e-02  -4.56781780e-02   9.56148487e-02   1.18194112e-01
    7.18953584e-02  -3.36380792e-02]
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   -3.33133027e-02   6.69195773e-02  -1.51124445e-01  -2.86348168e-02
    2.68252501e-01  -1.25502163e-01]
 [  4.70645032e-02  -3.99095483e-01   8.57860921e-02   1.95379584e-02
   -8.79451655e-02  -1.16049013e-01   1.99533300e-01  -1.05759419e-01
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   -1.10121243e-02  -1.24071881e-01]
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   -1.71395878e-01  -2.15905239e-01]
 [ -1.57779482e-01   3.28832938e-03   6.15287325e-02   2.06088786e-02
   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
    8.58777646e-02   1.72732509e-01]
 [ -2.70890680e-01  -3.29440491e-01   9.98377453e-02   2.28561786e-01
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   -2.59444996e-01  -7.10287725e-02]
 [  1.04315350e-01  -1.81280348e-01  -2.13833039e-02   1.20615054e-01
   -5.01827642e-02  -8.87981780e-02   2.32513745e-01   3.18234681e-03
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 [  4.13857047e-02  -9.00159760e-02  -2.08772804e-01   1.57786638e-01
   -7.02650941e-02   8.14590034e-02  -4.84213894e-02  -1.93977003e-02
   -8.43253190e-02   1.48392525e-03]
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 [ -6.92746022e-02  -4.56511720e-02   2.75269010e-01   9.89367625e-02
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    7.41473719e-02   3.49947878e-02]
 [  5.76875890e-02  -2.32166642e-02   8.78233592e-02   8.77283110e-02
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   -2.78978335e-02  -6.15350305e-02]
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 [ -1.06765680e-01  -8.16564874e-02   1.20895748e-01   1.07764992e-01
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    1.82033657e-01  -5.79647375e-03]
 [ -1.45140900e-02  -2.00195286e-01   1.95195323e-01  -2.63045795e-01
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[[ 0.64798092]
 [ 1.69166356]
 [ 0.26290344]
 [ 0.90202204]
 [-2.72811902]
 [-0.25738654]
 [-1.68486887]
 [ 0.08073609]
 [ 0.71937837]
 [ 0.90455228]]
Progress: 38.0% ... Training loss: 0.277 ... Validation loss: 0.439[[  1.61226312e-01   2.26233368e-01  -1.05448904e-01   1.07726238e-01
   -5.24205499e-01  -7.09975138e-02  -6.51496421e-02   1.21389822e-01
   -5.93589260e-02   1.88690969e-01]
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   -1.72325531e-01  -2.17099452e-01]
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   -1.82751154e-01  -3.79542415e-01]
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   -1.49533700e-02  -8.51329680e-02]
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   -2.73341838e-02   1.64794572e-01]
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    1.80975991e-01  -7.10857222e-03]
 [ -1.67785831e-02  -2.05502057e-01   1.94211532e-01  -2.66326288e-01
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[[ 0.63585492]
 [ 1.68054436]
 [ 0.25313922]
 [ 0.89140898]
 [-2.73660589]
 [-0.26747832]
 [-1.69334838]
 [ 0.07208812]
 [ 0.70756236]
 [ 0.89213974]]
Progress: 38.0% ... Training loss: 0.274 ... Validation loss: 0.436[[  1.61195852e-01   2.25701663e-01  -1.05382270e-01   1.07997346e-01
   -5.24583028e-01  -7.09882676e-02  -6.47811975e-02   1.21421399e-01
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   -2.75013922e-02  -6.10582762e-02]
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[[ 0.63310546]
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 [ 0.70384403]
 [ 0.88985318]]
Progress: 38.0% ... Training loss: 0.274 ... Validation loss: 0.438[[  1.59557794e-01   2.21229533e-01  -1.06086890e-01   1.05421298e-01
   -5.17889731e-01  -7.02099552e-02  -6.07323195e-02   1.21222299e-01
   -6.10716490e-02   1.86874849e-01]
 [  1.45382339e-02   1.50735709e-01  -1.91505287e-02   4.66045248e-02
    8.26884655e-02  -6.88284088e-03   3.14600180e-01   4.12636850e-02
    1.42163052e-01  -2.73161607e-02]
 [  1.89415523e-01   7.37101339e-01   1.06771082e-02  -4.53998254e-02
    5.71891936e-01  -2.15059404e-02  -8.24156226e-01  -4.09448438e-02
    5.20583404e-02   2.79482203e-01]
 [  2.86722984e-02  -3.50022455e-01  -2.05712259e-01   1.41628917e-01
   -6.23079782e-03   1.37728512e-01   1.76811531e-01   6.17654989e-02
    9.95791837e-02   2.53947440e-01]
 [ -1.98706824e-02   1.01376961e-01  -1.49279271e-01   3.98463551e-02
   -2.28152033e-02  -1.79920899e-01   6.21307847e-02  -1.18360446e-01
   -1.94223455e-01  -4.28418401e-02]
 [ -3.81720912e-01  -6.24898550e-01  -2.95405145e-01   1.67117520e-01
   -6.05306953e-02   3.85897926e-02   3.17120056e-01  -3.74454379e-02
   -1.53935950e-02  -1.14534643e-02]
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    6.89632692e-02  -3.67183669e-02]
 [ -1.69601666e-01  -1.33477278e-01  -3.01091066e-01  -1.37064433e-02
   -3.40089297e-02   6.69467613e-02  -1.50288367e-01  -2.86418960e-02
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 [  4.43572181e-02  -4.07455936e-01   8.46715463e-02   1.55024724e-02
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   -1.20514033e-02  -1.25482397e-01]
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   -1.71699759e-01  -2.16230309e-01]
 [ -1.57779482e-01   3.28832938e-03   6.15287325e-02   2.06088786e-02
   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
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 [ -2.69695534e-01  -3.28255073e-01   1.00502705e-01   2.30878875e-01
   -1.15162808e-01  -6.96321896e-02   7.21475950e-02  -2.59241292e-01
   -2.57615176e-01  -6.88700201e-02]
 [  1.04134257e-01  -1.81889298e-01  -2.14412583e-02   1.20335365e-01
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 [  4.02770673e-02  -9.31313473e-02  -2.09267641e-01   1.56296210e-01
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   -8.56281354e-02  -1.08175020e-04]
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 [ -6.95888045e-02  -4.73247696e-02   2.75174008e-01   9.86377007e-02
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 [  5.75695595e-02  -2.32910706e-02   8.77254913e-02   8.73102838e-02
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   -2.81553976e-02  -6.18121248e-02]
 [  7.90300977e-03  -1.53404022e-01  -2.92222781e-01  -5.33787062e-02
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 [  5.13549876e-02  -1.81870278e-02  -1.15015159e-01   4.89507812e-02
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   -1.56514392e-01  -5.76454192e-02]
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   -1.82797549e-01  -3.79638275e-01]
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 [  9.32209796e-03  -4.72959192e-01  -4.41393818e-02  -1.09221281e-01
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   -3.65788089e-01  -2.21780749e-01]
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   -8.74096262e-02  -1.34573117e-01]
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   -1.21260014e-02  -1.22349037e-01]
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 [  3.59266542e-01   3.51730237e-01  -7.85692664e-02   3.25781012e-01
   -9.12507328e-01  -2.91411146e-01  -5.03330420e-01   1.78420363e-01
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 [  4.58148644e-02   1.27523944e-01   2.52605484e-01   2.46745226e-01
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 [  1.93379759e-02  -7.84361655e-02  -1.20370556e-01  -6.01554650e-02
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 [  3.01215426e-02   8.11310711e-02   2.44311303e-01   7.47440078e-02
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   -1.85240035e-01   1.07288476e-01]
 [  7.47825348e-02   4.28914160e-02   1.08372198e-01   1.02811052e-02
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   -1.53373512e-02  -8.56225461e-02]
 [ -1.54983458e-02   8.73046328e-02   8.24219864e-02  -3.80399136e-02
   -2.93993026e-02   1.82475561e-01   1.04465909e-01   1.17678789e-01
   -2.79514654e-02   1.64045075e-01]
 [  2.28363904e-01   9.22650708e-02   3.16618540e-02   9.13360829e-02
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   -4.63710494e-02  -9.94684763e-03]
 [  4.51569516e-02   7.49919384e-03   1.79373443e-02   4.43821208e-02
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 [  5.64989847e-02   5.19107993e-01   1.27084854e-01   4.32684775e-01
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   -9.58318270e-01  -8.48677853e-02  -4.46581927e-01   1.51385665e-01
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 [  2.58569697e-01   3.26123039e-01   2.48672554e-01   1.55716558e-01
   -4.64934904e-01   7.81552879e-02  -2.33841669e-01   1.63135053e-01
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 [ -7.45506822e-02   2.22908700e-01   2.41073105e-01   1.56263590e-02
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   -3.35640770e-02   4.92237863e-02]
 [ -9.83557153e-02   7.37700298e-04   2.49495017e-02   9.43076125e-02
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   -2.74018944e-01  -9.24287224e-02]
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   -2.11305193e-01   2.72808721e-02]
 [  7.96548141e-03  -4.03710595e-01  -1.28452285e-01  -1.64462426e-01
    3.80540323e-01   2.65648452e-02   1.94215004e-01   1.52179803e-01
   -1.67777071e-01  -2.25449598e-01]
 [  1.22247038e-01  -2.17401863e-01  -1.51038018e-01  -1.01843704e-02
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 [ -1.14603380e-01   6.79584059e-02   2.64871300e-01  -3.38094320e-03
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   -1.09361793e-01  -5.53089488e-02]
 [ -3.51456989e-01   1.02420046e-02   1.31816882e-02  -3.07061518e-02
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   -8.90412319e-02   7.05017191e-02]
 [  1.43837953e-01   1.34127670e-02  -2.34823198e-01  -8.41303980e-02
    1.19282068e-01  -2.97730618e-01   7.59894222e-02  -1.67646282e-01
   -3.52758559e-04  -1.89667054e-01]
 [  2.13421849e-01  -1.86148666e-01   6.49730318e-02  -2.05464143e-02
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    1.15304224e-01  -1.77019470e-01]
 [ -1.07473858e-01  -8.42938807e-02   1.20681647e-01   1.07209827e-01
    4.45355893e-02  -1.13240851e-01   2.66719054e-01  -7.82816916e-02
    1.81557296e-01  -6.58599742e-03]
 [ -1.88424814e-02  -2.10980633e-01   1.93377499e-01  -2.69423467e-01
   -7.14026806e-02   1.22574716e-01   9.88137603e-02  -1.19135680e-01
    7.58650213e-03   2.03579530e-01]]
[[ 0.62874766]
 [ 1.67084518]
 [ 0.24854873]
 [ 0.8893537 ]
 [-2.73638331]
 [-0.2691191 ]
 [-1.6892161 ]
 [ 0.06860932]
 [ 0.7023877 ]
 [ 0.88628276]]
Progress: 38.1% ... Training loss: 0.276 ... Validation loss: 0.442[[  1.60378333e-01   2.24611830e-01  -1.05738285e-01   1.06729350e-01
   -5.21471725e-01  -7.05925112e-02  -6.36225478e-02   1.21327750e-01
   -6.01969403e-02   1.88217381e-01]
 [  1.45382339e-02   1.50735709e-01  -1.91505287e-02   4.66045248e-02
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    1.42163052e-01  -2.73161607e-02]
 [  1.89658089e-01   7.37198721e-01   1.07126818e-02  -4.53145109e-02
    5.73474959e-01  -2.15956591e-02  -8.25303340e-01  -4.09304046e-02
    5.22171942e-02   2.79715994e-01]
 [  2.90648312e-02  -3.49751542e-01  -2.05423090e-01   1.42549793e-01
   -8.15807707e-03   1.37475418e-01   1.77045318e-01   6.18301305e-02
    1.00329751e-01   2.54809837e-01]
 [ -2.24381733e-02   9.47328885e-02  -1.50249674e-01   3.62287979e-02
   -1.37533305e-02  -1.78810898e-01   6.92555163e-02  -1.18637095e-01
   -1.96866648e-01  -4.64264921e-02]
 [ -3.83068710e-01  -6.27105746e-01  -2.95923559e-01   1.65312855e-01
   -5.71056460e-02   3.91535147e-02   3.19770478e-01  -3.75905040e-02
   -1.69410885e-02  -1.32463798e-02]
 [ -7.50204673e-03  -2.26716558e-01   8.67233197e-03   8.74643329e-02
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 [  1.01260599e-01  -2.75039029e-01   2.99650546e-02  -8.51956911e-02
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    6.89126518e-02  -3.66981107e-02]
 [ -1.69347247e-01  -1.32647018e-01  -3.00974569e-01  -1.33179462e-02
   -3.47518140e-02   6.68478045e-02  -1.51083660e-01  -2.86113017e-02
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 [  4.53559539e-02  -4.04404473e-01   8.50448213e-02   1.69474653e-02
   -8.37760289e-02  -1.15320322e-01   2.03232024e-01  -1.05974903e-01
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 [ -8.65913025e-02  -8.02942618e-02   7.48423991e-04  -1.43853366e-01
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   -1.27456146e-02  -1.26253436e-01]
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   -1.71227895e-01  -2.15657389e-01]
 [ -1.57779482e-01   3.28832938e-03   6.15287325e-02   2.06088786e-02
   -1.70445204e-01  -2.19348448e-01  -1.76275380e-01  -1.97126939e-01
    8.58777646e-02   1.72732509e-01]
 [ -2.69943713e-01  -3.28459325e-01   1.00420099e-01   2.30602319e-01
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   -2.57907147e-01  -6.91442565e-02]
 [  1.03703309e-01  -1.82625459e-01  -2.16101222e-02   1.19720012e-01
   -4.78847589e-02  -8.85238706e-02   2.33767971e-01   3.11330621e-03
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 [  3.97725502e-02  -9.41663898e-02  -2.09466430e-01   1.55621971e-01
   -6.56335514e-02   8.21442545e-02  -4.43746607e-02  -1.95982762e-02
   -8.62051745e-02  -7.86888414e-04]
 [ -1.22114141e-01  -8.29008842e-02  -2.02498722e-01   1.55833998e-01
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 [ -6.99552766e-02  -4.84444150e-02   2.75023381e-01   9.81189592e-02
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    7.34755296e-02   3.42927972e-02]
 [  5.88643803e-02  -1.99937239e-02   8.82278501e-02   8.92000597e-02
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 [ -3.51101718e-01   1.06030571e-02   1.33526732e-02  -3.01078588e-02
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 [ -1.07101409e-01  -8.30122231e-02   1.20839195e-01   1.07773146e-01
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 [ -1.83883803e-02  -2.10039560e-01   1.93532045e-01  -2.68755716e-01
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[[ 0.63256782]
 [ 1.67353078]
 [ 0.25193624]
 [ 0.89183084]
 [-2.73405082]
 [-0.26665048]
 [-1.68598583]
 [ 0.07143419]
 [ 0.70712159]
 [ 0.88949956]]
Progress: 38.1% ... Training loss: 0.274 ... Validation loss: 0.443[[  1.59187724e-01   2.22471223e-01  -1.06145922e-01   1.05178798e-01
   -5.17483052e-01  -7.01439620e-02  -6.08429716e-02   1.21217990e-01
   -6.13274451e-02   1.86601406e-01]
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 [  1.88439071e-01   7.36650571e-01   1.01705554e-02  -4.74724975e-02
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    5.07668267e-02   2.77999517e-01]
 [  3.14764772e-02  -3.44116087e-01  -2.04407014e-01   1.46184166e-01
   -1.86073536e-02   1.36441091e-01   1.71629614e-01   6.21141751e-02
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 [ -2.07230134e-02   9.91879760e-02  -1.49417689e-01   3.91606215e-02
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   -1.71267070e-01  -2.15724133e-01]
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   -1.82932271e-01  -3.79831944e-01]
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 [  9.06304629e-03  -4.73862109e-01  -4.42485326e-02  -1.09594930e-01
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   -3.66084741e-01  -2.22151625e-01]
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 [  3.59737717e-01   3.52910149e-01  -7.83771783e-02   3.26412302e-01
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 [  4.63709351e-02   1.28828825e-01   2.52835986e-01   2.47529897e-01
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   -1.85756359e-01   1.06651640e-01]
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   -2.46929834e-01   6.76062637e-02   5.31952677e-02  -2.70773128e-01
   -1.58007313e-02  -8.61562430e-02]
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   -2.82502678e-02   1.63692084e-01]
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   -4.76263746e-02  -1.15467306e-02]
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   -1.10232995e-01  -5.63884585e-02]
 [ -3.51614071e-01   9.38600807e-03   1.31469882e-02  -3.08523607e-02
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    1.82211263e-01  -5.53923774e-03]
 [ -1.94591988e-02  -2.11713993e-01   1.93072401e-01  -2.70455194e-01
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[[ 0.63105349]
 [ 1.67099902]
 [ 0.25054836]
 [ 0.8915441 ]
 [-2.73599703]
 [-0.26822922]
 [-1.68655137]
 [ 0.07007357]
 [ 0.70622332]
 [ 0.88788877]]
Progress: 38.2% ... Training loss: 0.275 ... Validation loss: 0.445[[  1.61183341e-01   2.28857989e-01  -1.05466906e-01   1.07626971e-01
   -5.26094066e-01  -7.09628441e-02  -6.69022905e-02   1.21430050e-01
   -5.92085316e-02   1.89145894e-01]
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 [  1.90185052e-01   7.40489140e-01   1.07803879e-02  -4.55060488e-02
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    5.23504012e-02   2.79928893e-01]
 [  3.37363866e-02  -3.39296146e-01  -2.03523885e-01   1.49538183e-01
   -2.65386619e-02   1.35607334e-01   1.66644600e-01   6.23783787e-02
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   -1.96338428e-01  -4.57941237e-02]
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   -1.69569055e-01  -2.13660651e-01]
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   -2.70101921e-02  -6.03961294e-02]
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[[ 0.63972533]
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 [ 0.71551583]
 [ 0.89775366]]
Progress: 38.2% ... Training loss: 0.274 ... Validation loss: 0.451[[  1.60827216e-01   2.27508320e-01  -1.05568661e-01   1.07183179e-01
   -5.23865225e-01  -7.07411913e-02  -6.52386961e-02   1.21402311e-01
   -5.95286664e-02   1.89149088e-01]
 [  1.50729040e-02   1.52022945e-01  -1.89435925e-02   4.73559559e-02
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    1.42797596e-01  -2.65506643e-02]
 [  1.91707072e-01   7.42644751e-01   1.14676394e-02  -4.31664779e-02
    5.73461905e-01  -2.22416858e-02  -8.32246882e-01  -4.06913202e-02
    5.41913924e-02   2.82633218e-01]
 [  2.75010530e-02  -3.53954072e-01  -2.06121982e-01   1.40331009e-01
    2.82635420e-04   1.38076701e-01   1.81949729e-01   6.16009562e-02
    9.85776810e-02   2.52390498e-01]
 [ -1.93838250e-02   1.00037617e-01  -1.48744472e-01   4.11136361e-02
   -2.63595927e-02  -1.80213181e-01   6.19522507e-02  -1.18233691e-01
   -1.93148179e-01  -4.16027792e-02]
 [ -3.82933448e-01  -6.26440935e-01  -2.95844686e-01   1.65842314e-01
   -6.25972263e-02   3.90179501e-02   3.19808685e-01  -3.75539836e-02
   -1.66819721e-02  -1.28365561e-02]
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    7.01884304e-02  -3.48337662e-02]
 [ -1.69548523e-01  -1.33319900e-01  -3.01016961e-01  -1.35567412e-02
   -3.41590482e-02   6.69565013e-02  -1.50190304e-01  -2.86415136e-02
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 [  4.74303019e-02  -3.98383610e-01   8.59643716e-02   2.00034796e-02
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   -1.26244130e-02  -1.25986199e-01]
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   -1.70282692e-01  -2.14529732e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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 [ -2.69712830e-01  -3.28035557e-01   1.00539824e-01   2.30993877e-01
   -1.16748547e-01  -6.96329659e-02   7.23706033e-02  -2.59234902e-01
   -2.57637506e-01  -6.88687674e-02]
 [  1.03489618e-01  -1.82321403e-01  -2.17022338e-02   1.19475242e-01
   -4.89619383e-02  -8.84684428e-02   2.33761939e-01   3.09315253e-03
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 [  4.09896785e-02  -9.24309026e-02  -2.08976520e-01   1.57533639e-01
   -7.19638144e-02   8.15517876e-02  -4.62130853e-02  -1.94367469e-02
   -8.48021808e-02   1.03027354e-03]
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 [ -6.88416114e-02  -4.58132602e-02   2.75441839e-01   9.96255232e-02
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 [  5.93982057e-02  -1.88122841e-02   8.84350027e-02   8.99213111e-02
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   -2.60186049e-02  -5.91504574e-02]
 [  6.88243948e-03  -1.55260165e-01  -2.92703579e-01  -5.50482606e-02
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 [  5.19714426e-02  -1.78082751e-02  -1.14731566e-01   4.98849130e-02
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   -1.82928635e-01  -3.79857881e-01]
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 [  9.16086504e-03  -4.73845101e-01  -4.42043940e-02  -1.09419872e-01
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   -3.65966175e-01  -2.21965916e-01]
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   -6.94912540e-02   8.22364444e-02]
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   -8.78862870e-02  -1.35161000e-01]
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   -3.53517895e-02   5.58222990e-02  -1.25400987e-01   2.81291034e-01
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 [  3.59592846e-01   3.54188189e-01  -7.84349120e-02   3.26202793e-01
   -9.16343269e-01  -2.91543879e-01  -5.05061394e-01   1.78455113e-01
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 [  4.66263077e-02   1.29297036e-01   2.52936739e-01   2.47883417e-01
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   -1.40132324e-01  -2.90508552e-01]
 [  1.92281667e-02  -7.91952286e-02  -1.20463191e-01  -6.03803676e-02
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 [  1.24649235e-03  -5.18080208e-02  -6.71701324e-02  -5.16850955e-02
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 [  2.95452285e-02   8.00236115e-02   2.44090089e-01   7.38593110e-02
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   -1.85942108e-01   1.06444162e-01]
 [  7.45915225e-02   4.30390049e-02   1.08303507e-01   1.00472585e-02
   -2.47876381e-01   6.75149541e-02   5.23764274e-02  -2.70748809e-01
   -1.55762887e-02  -8.58443346e-02]
 [ -1.51036609e-02   8.87035139e-02   8.25522479e-02  -3.75713075e-02
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   -2.76215256e-02   1.64419318e-01]
 [  2.27978972e-01   9.12574493e-02   3.14897194e-02   9.06510079e-02
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   -4.69894010e-02  -1.06584689e-02]
 [  4.44969378e-02   6.52037633e-03   1.76800303e-02   4.34378915e-02
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 [  5.75153271e-02   5.21315654e-01   1.27489335e-01   4.34081225e-01
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 [  2.58620913e-01   3.26342468e-01   2.48675640e-01   1.55903638e-01
   -4.66051379e-01   7.81182828e-02  -2.34204882e-01   1.63146822e-01
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 [ -7.32794012e-02   2.26191674e-01   2.41568991e-01   1.74409472e-02
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   -3.21184663e-02   5.10124270e-02]
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   -2.73955647e-01  -9.23618840e-02]
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   -2.09642494e-01   2.92819060e-02]
 [  7.38957435e-03  -4.05252708e-01  -1.28699771e-01  -1.65300862e-01
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   -1.68441212e-01  -2.26293419e-01]
 [  1.23991379e-01  -2.13012509e-01  -1.50391918e-01  -7.65883305e-03
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 [ -1.15941762e-01   6.42462997e-02   2.64338047e-01  -5.20735069e-03
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   -1.10846880e-01  -5.71524557e-02]
 [ -3.50840417e-01   1.05109000e-02   1.34470222e-02  -2.96754725e-02
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   -8.83154122e-02   7.16161671e-02]
 [  1.44824876e-01   1.50371681e-02  -2.34429229e-01  -8.27397525e-02
    1.16335945e-01  -2.98182033e-01   7.33987002e-02  -1.67523381e-01
    9.28479549e-04  -1.88296495e-01]
 [  2.15393728e-01  -1.81319532e-01   6.58379142e-02  -1.76327335e-02
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    1.17634929e-01  -1.74026514e-01]
 [ -1.06252900e-01  -8.13580936e-02   1.21232540e-01   1.09068094e-01
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    1.82799552e-01  -4.74712927e-03]
 [ -2.02968274e-02  -2.10910792e-01   1.92701483e-01  -2.71677901e-01
   -7.04414005e-02   1.23249530e-01   1.00199808e-01  -1.19339575e-01
    5.88208890e-03   2.01590776e-01]]
[[ 0.64510521]
 [ 1.68728547]
 [ 0.26241266]
 [ 0.90635687]
 [-2.72727831]
 [-0.26014407]
 [-1.67805338]
 [ 0.08001505]
 [ 0.71861263]
 [ 0.90026764]]
Progress: 38.3% ... Training loss: 0.275 ... Validation loss: 0.446[[  1.60670296e-01   2.27836395e-01  -1.05622144e-01   1.07077495e-01
   -5.23746531e-01  -7.05873006e-02  -6.47187332e-02   1.21394060e-01
   -5.96005312e-02   1.89080456e-01]
 [  1.52577383e-02   1.52472654e-01  -1.88592766e-02   4.76572313e-02
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    1.43014332e-01  -2.62915507e-02]
 [  1.93413605e-01   7.46043374e-01   1.21404015e-02  -4.08779651e-02
    5.69848403e-01  -2.28809781e-02  -8.36043379e-01  -4.04884388e-02
    5.61742771e-02   2.84937702e-01]
 [  2.70100941e-02  -3.54494296e-01  -2.06224743e-01   1.39932632e-01
    4.08933195e-04   1.38140413e-01   1.82342968e-01   6.15382207e-02
    9.83855392e-02   2.51807283e-01]
 [ -1.75563932e-02   1.03267864e-01  -1.48015511e-01   4.37281709e-02
   -3.12440593e-02  -1.80961614e-01   5.88534588e-02  -1.17975242e-01
   -1.91472651e-01  -3.90996358e-02]
 [ -3.83824416e-01  -6.27890349e-01  -2.96208569e-01   1.64697152e-01
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   -1.75928164e-02  -1.40040418e-02]
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 [  1.02937098e-01  -2.70924072e-01   3.06626364e-02  -8.27080853e-02
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    7.09670474e-02  -3.38733697e-02]
 [ -1.71059785e-01  -1.37255331e-01  -3.01633531e-01  -1.57511395e-02
   -2.80535619e-02   6.75767428e-02  -1.46551176e-01  -2.88337012e-02
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 [  4.82413001e-02  -3.95890735e-01   8.62649714e-02   2.11521361e-02
   -1.01974249e-01  -1.16407310e-01   1.95941751e-01  -1.05597888e-01
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 [ -8.61512681e-02  -8.10302964e-02   8.47023317e-04  -1.43285083e-01
   -3.32362936e-02   1.73042250e-02   2.04647622e-01  -1.02914433e-01
   -1.20624412e-02  -1.25685898e-01]
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   -1.71131934e-01  -2.15538786e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
    8.57553168e-02   1.72577546e-01]
 [ -2.70011394e-01  -3.28785582e-01   1.00424761e-01   2.30610844e-01
   -1.16282113e-01  -6.95152243e-02   7.31539421e-02  -2.59268698e-01
   -2.57962301e-01  -6.92392341e-02]
 [  1.03307258e-01  -1.82098399e-01  -2.17668401e-02   1.19321242e-01
   -4.93166276e-02  -8.83872526e-02   2.33790975e-01   3.07352136e-03
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 [  4.09528166e-02  -9.25496541e-02  -2.08995327e-01   1.57437945e-01
   -7.15957666e-02   8.15718854e-02  -4.59733606e-02  -1.94404149e-02
   -8.48444979e-02   9.38055955e-04]
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 [ -6.79580360e-02  -4.44117242e-02   2.75759247e-01   1.00870904e-01
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    7.55657117e-02   3.69627736e-02]
 [  5.98450134e-02  -1.76799369e-02   8.86181973e-02   9.05393159e-02
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   -2.55187168e-02  -5.85307313e-02]
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 [ -1.06317910e-01  -8.17446483e-02   1.21189387e-01   1.08961467e-01
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    1.82693458e-01  -4.81668116e-03]
 [ -2.03966926e-02  -2.10770570e-01   1.92642598e-01  -2.71723844e-01
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[[ 0.64745433]
 [ 1.69127511]
 [ 0.26502585]
 [ 0.90809923]
 [-2.72605177]
 [-0.26083667]
 [-1.67937486]
 [ 0.07946827]
 [ 0.72019937]
 [ 0.9025935 ]]
Progress: 38.4% ... Training loss: 0.276 ... Validation loss: 0.444[[  1.61835036e-01   2.30962945e-01  -1.05104461e-01   1.08815886e-01
   -5.28413193e-01  -7.10727297e-02  -6.74213383e-02   1.21533763e-01
   -5.82425938e-02   1.90548385e-01]
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 [  1.94275589e-01   7.49028812e-01   1.25750704e-02  -4.02084394e-02
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    5.69458970e-02   2.85568175e-01]
 [  2.76054590e-02  -3.54986607e-01  -2.05994630e-01   1.40889527e-01
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    9.93881407e-02   2.52787007e-01]
 [ -1.54656615e-02   1.07676025e-01  -1.47061796e-01   4.71518502e-02
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   -1.71412267e-01  -2.15857454e-01]
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 [  4.67246815e-02   1.29270974e-01   2.52962108e-01   2.47945351e-01
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   -2.43828580e-01   6.78822243e-02   5.43994598e-02  -2.70866221e-01
   -1.66929103e-02  -8.71359122e-02]
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   -2.70861829e-02   1.65111091e-01]
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   -4.74028887e-02  -1.11787438e-02]
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 [  1.23299507e-01  -2.15116491e-01  -1.50671884e-01  -8.47609649e-03
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 [ -3.49452319e-01   1.38007241e-02   1.39703420e-02  -2.79821838e-02
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   -4.53606860e-04  -1.90041657e-01]
 [  2.13852854e-01  -1.84526982e-01   6.51886326e-02  -1.99437770e-02
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 [ -1.06239957e-01  -8.15084052e-02   1.21241424e-01   1.09151523e-01
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    1.82845553e-01  -4.65611525e-03]
 [ -1.81377875e-02  -2.05518418e-01   1.93577201e-01  -2.68452616e-01
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[[ 0.64571095]
 [ 1.69110458]
 [ 0.26415701]
 [ 0.90539891]
 [-2.72667766]
 [-0.26100905]
 [-1.67999001]
 [ 0.0813613 ]
 [ 0.71843689]
 [ 0.90341253]]
Progress: 38.4% ... Training loss: 0.277 ... Validation loss: 0.444[[  1.58590419e-01   2.22934423e-01  -1.06491431e-01   1.04010983e-01
   -5.15543607e-01  -6.97045708e-02  -5.95681780e-02   1.21116425e-01
   -6.18580824e-02   1.86112300e-01]
 [  1.53388167e-02   1.52623680e-01  -1.88010874e-02   4.78300540e-02
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    1.43111226e-01  -2.61938335e-02]
 [  1.92756263e-01   7.44777734e-01   1.18413689e-02  -4.28445969e-02
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    5.49537456e-02   2.83244315e-01]
 [  2.57219693e-02  -3.61001410e-01  -2.06775153e-01   1.38228102e-01
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   -1.86976028e-01  -3.35213347e-02]
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   -1.61296610e-02  -1.22784530e-02]
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   -1.71102179e-01  -2.15503244e-01]
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   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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   -7.03279896e-02   8.17525200e-02  -4.49272721e-02  -1.94927763e-02
   -8.53258811e-02   9.67089255e-05]
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 [  5.93144861e-02  -1.89628581e-02   8.83820895e-02   8.96324959e-02
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   -2.61834305e-02  -5.93633137e-02]
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 [  9.08399065e-03  -4.74499107e-01  -4.42376723e-02  -1.09537817e-01
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[[ 0.629828  ]
 [ 1.67986189]
 [ 0.25264777]
 [ 0.89194085]
 [-2.73722668]
 [-0.27211324]
 [-1.69267867]
 [ 0.06845318]
 [ 0.70207208]
 [ 0.88866808]]
Progress: 38.5% ... Training loss: 0.276 ... Validation loss: 0.438[[  1.60472926e-01   2.27459765e-01  -1.05700068e-01   1.06903517e-01
   -5.25277438e-01  -7.05784620e-02  -6.50196360e-02   1.21317967e-01
   -5.96949880e-02   1.88765071e-01]
 [  1.53976036e-02   1.52451883e-01  -1.87743224e-02   4.79230767e-02
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    1.43171500e-01  -2.60957293e-02]
 [  1.94688901e-01   7.51086383e-01   1.27006238e-02  -4.00580539e-02
    5.69426998e-01  -2.32362384e-02  -8.41388400e-01  -4.03761348e-02
    5.73077702e-02   2.85819189e-01]
 [  2.85284613e-02  -3.54740946e-01  -2.05635743e-01   1.42520096e-01
   -3.15818466e-03   1.37539565e-01   1.83154329e-01   6.16603507e-02
    1.00539923e-01   2.54216054e-01]
 [ -1.72910696e-02   1.04680639e-01  -1.47752442e-01   4.44184153e-02
   -3.55107610e-02  -1.81147197e-01   5.85800998e-02  -1.17815007e-01
   -1.91064627e-01  -3.88410274e-02]
 [ -3.82592394e-01  -6.26863129e-01  -2.95749063e-01   1.66518355e-01
   -6.79244163e-02   3.88743995e-02   3.20025561e-01  -3.75231977e-02
   -1.63709930e-02  -1.25036822e-02]
 [ -6.78885516e-03  -2.25829556e-01   8.84919239e-03   8.82992832e-02
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 [ -1.71878573e-01  -1.39568868e-01  -3.01947857e-01  -1.68581926e-02
   -2.67423802e-02   6.78921384e-02  -1.44144431e-01  -2.89279324e-02
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 [  4.84889177e-02  -3.94899685e-01   8.62901663e-02   2.12819057e-02
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   -1.31418731e-02  -1.27261391e-01]
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   -1.71885721e-01  -2.16467022e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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 [ -2.69439799e-01  -3.27785783e-01   1.00649487e-01   2.31505460e-01
   -1.19739633e-01  -6.97791073e-02   7.21670320e-02  -2.59205080e-01
   -2.57361452e-01  -6.84247238e-02]
 [  1.02693482e-01  -1.84158726e-01  -2.20056361e-02   1.18543635e-01
   -4.80808262e-02  -8.81727990e-02   2.35535053e-01   3.00454089e-03
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 [  4.11461150e-02  -9.20989760e-02  -2.08921055e-01   1.57733876e-01
   -7.20525396e-02   8.15077582e-02  -4.67210793e-02  -1.94278867e-02
   -8.46666323e-02   9.37551914e-04]
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 [ -6.91652755e-02  -4.74452421e-02   2.75277431e-01   9.92010476e-02
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 [  5.98766066e-02  -1.73183398e-02   8.86194187e-02   9.05121482e-02
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   -2.55004526e-02  -5.85221190e-02]
 [  7.28890140e-03  -1.54579716e-01  -2.92548245e-01  -5.45780575e-02
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 [  5.12492823e-02  -1.95319148e-02  -1.15061508e-01   4.87209216e-02
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   -1.56639644e-01  -5.77380951e-02]
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   -1.81710901e-01  -3.78374280e-01]
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 [  9.24030051e-03  -4.74883227e-01  -4.41596060e-02  -1.09269517e-01
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   -3.65891382e-01  -2.21884892e-01]
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   -6.93215929e-02   8.24868889e-02]
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 [  3.59632715e-01   3.54024798e-01  -7.83470037e-02   3.26406536e-01
   -9.17114205e-01  -2.91598346e-01  -5.04630109e-01   1.78455302e-01
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 [  4.65143445e-02   1.28934494e-01   2.52892480e-01   2.47701861e-01
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   -1.40296783e-01  -2.90740910e-01]
 [  1.94611919e-02  -7.85681428e-02  -1.20379081e-01  -6.00857238e-02
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 [  2.95916974e-02   8.04433455e-02   2.44118813e-01   7.39099787e-02
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 [  7.32247473e-02   3.96206675e-02   1.07724154e-01   7.94138012e-03
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   -1.73160088e-02  -8.79451435e-02]
 [ -1.41896799e-02   9.07142780e-02   8.28881795e-02  -3.64117053e-02
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   -2.66801277e-02   1.65672237e-01]
 [  2.27919179e-01   9.18253998e-02   3.14612300e-02   9.05200091e-02
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   -4.70068099e-02  -1.07462019e-02]
 [  4.59615942e-02   9.77750500e-03   1.82487795e-02   4.54375190e-02
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 [  5.71222721e-02   5.20061591e-01   1.27299011e-01   4.33445244e-01
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 [  2.58877561e-01   3.27283581e-01   2.48789424e-01   1.56391083e-01
   -4.68637610e-01   7.79549106e-02  -2.35073408e-01   1.63173135e-01
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 [ -7.31854032e-02   2.26824412e-01   2.41607007e-01   1.75857703e-02
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   -3.19645006e-02   5.11573183e-02]
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   -2.75164176e-01  -9.39385836e-02]
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   -2.09316977e-01   2.96529080e-02]
 [  7.89010423e-03  -4.04133669e-01  -1.28478353e-01  -1.64532447e-01
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   -1.67842773e-01  -2.25557607e-01]
 [  1.21671004e-01  -2.19081298e-01  -1.51369134e-01  -1.08039933e-02
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 [ -1.15324473e-01   6.50981908e-02   2.64662165e-01  -4.11934332e-03
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   -1.10161119e-01  -5.62988176e-02]
 [ -3.49202193e-01   1.34032852e-02   1.40401681e-02  -2.77673212e-02
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   -8.68102071e-02   7.33878801e-02]
 [  1.43136644e-01   1.04845271e-02  -2.35108900e-01  -8.51323314e-02
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   -9.60644148e-04  -1.90685462e-01]
 [  2.14202896e-01  -1.84143739e-01   6.53528295e-02  -1.94572002e-02
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    1.16217729e-01  -1.75966692e-01]
 [ -1.07019663e-01  -8.35375956e-02   1.20903752e-01   1.08024669e-01
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    1.81974166e-01  -5.81383574e-03]
 [ -1.78365728e-02  -2.04894038e-01   1.93699648e-01  -2.67864070e-01
   -8.67898480e-02   1.22215051e-01   9.46781818e-02  -1.19030304e-01
    9.07819685e-03   2.05128819e-01]]
[[ 0.64101491]
 [ 1.68613199]
 [ 0.26101252]
 [ 0.89994141]
 [-2.72677554]
 [-0.26201988]
 [-1.68515167]
 [ 0.07817526]
 [ 0.71330306]
 [ 0.89989177]]
Progress: 38.5% ... Training loss: 0.274 ... Validation loss: 0.440[[  1.58997709e-01   2.24329109e-01  -1.06361480e-01   1.04686730e-01
   -5.20752466e-01  -6.99802030e-02  -6.18488648e-02   1.21124325e-01
   -6.14112941e-02   1.86468838e-01]
 [  1.52022309e-02   1.51911955e-01  -1.88681611e-02   4.76789256e-02
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    1.42932025e-01  -2.64206921e-02]
 [  1.95728356e-01   7.52883743e-01   1.31186028e-02  -3.86322879e-02
    5.68496274e-01  -2.36007623e-02  -8.43210425e-01  -4.02473330e-02
    5.83688797e-02   2.87317934e-01]
 [  2.83360833e-02  -3.54695184e-01  -2.05617136e-01   1.42113682e-01
    8.31502216e-04   1.37706213e-01   1.84019627e-01   6.16091599e-02
    1.00403298e-01   2.53592640e-01]
 [ -1.94871680e-02   9.92816999e-02  -1.48613507e-01   4.17849666e-02
   -3.23240895e-02  -1.80459324e-01   6.28925028e-02  -1.18035299e-01
   -1.93256672e-01  -4.18469896e-02]
 [ -3.83648935e-01  -6.29763179e-01  -2.96244356e-01   1.64890652e-01
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   -1.76163760e-02  -1.41032657e-02]
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   -2.36757591e-02   6.83317670e-02  -1.41329606e-01  -2.90561340e-02
    2.65312144e-01  -1.30192802e-01]
 [  4.84241669e-02  -3.95297392e-01   8.62061118e-02   2.11039633e-02
   -1.12695397e-01  -1.16609432e-01   1.94316321e-01  -1.05631135e-01
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   -1.56092910e-02  -1.30580156e-01]
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   -1.72162598e-01  -2.16878821e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
    8.57553168e-02   1.72577546e-01]
 [ -2.70078264e-01  -3.28966705e-01   1.00337423e-01   2.30554932e-01
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   -2.58170754e-01  -6.94683247e-02]
 [  1.02395141e-01  -1.85128831e-01  -2.21365271e-02   1.18140432e-01
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 [  4.09110633e-02  -9.29900105e-02  -2.09022257e-01   1.57299330e-01
   -6.99012182e-02   8.16030985e-02  -4.59648022e-02  -1.94558949e-02
   -8.49250730e-02   7.22575834e-04]
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 [ -6.86607669e-02  -4.63205320e-02   2.75489848e-01   9.99082111e-02
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[[ 0.63340824]
 [ 1.68071696]
 [ 0.2540455 ]
 [ 0.89058064]
 [-2.73372066]
 [-0.2697157 ]
 [-1.69749997]
 [ 0.0708266 ]
 [ 0.70520835]
 [ 0.89254852]]
Progress: 38.5% ... Training loss: 0.273 ... Validation loss: 0.438[[  1.60156440e-01   2.27284159e-01  -1.05840554e-01   1.06467795e-01
   -5.25810252e-01  -7.04875404e-02  -6.42059201e-02   1.21258052e-01
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[[ 0.63299617]
 [ 1.6768259 ]
 [ 0.25386795]
 [ 0.89034762]
 [-2.73244455]
 [-0.26723693]
 [-1.69317695]
 [ 0.07240334]
 [ 0.70518717]
 [ 0.89290684]]
Progress: 38.6% ... Training loss: 0.272 ... Validation loss: 0.441[[  1.62452686e-01   2.30939245e-01  -1.04968913e-01   1.09578213e-01
   -5.33728197e-01  -7.13822362e-02  -6.86428297e-02   1.21526934e-01
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[[ 0.63886841]
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 [-0.2651535 ]
 [-1.69027468]
 [ 0.07696825]
 [ 0.70991851]
 [ 0.8990421 ]]
Progress: 38.6% ... Training loss: 0.274 ... Validation loss: 0.440[[  1.59493668e-01   2.24385421e-01  -1.06192616e-01   1.05580147e-01
   -5.22538905e-01  -7.01860767e-02  -6.17260886e-02   1.21154502e-01
   -6.06122598e-02   1.86857295e-01]
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 [  1.95700419e-01   7.55593349e-01   1.30423666e-02  -3.88027806e-02
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 [  2.96053155e-02  -3.53211250e-01  -2.05063880e-01   1.44821993e-01
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   -1.75255788e-01  -2.20655276e-01]
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 [  5.88298433e-02  -2.01928496e-02   8.81889330e-02   8.91263360e-02
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 [  1.20404947e-01  -2.22542397e-01  -1.51972195e-01  -1.24913704e-02
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   -8.62270559e-02   7.38016883e-02]
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    1.82342604e-01  -5.55697965e-03]
 [ -2.00626605e-02  -2.08967889e-01   1.92767946e-01  -2.70888713e-01
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[[ 0.62365329]
 [ 1.67391176]
 [ 0.24417903]
 [ 0.87823264]
 [-2.74189348]
 [-0.27833693]
 [-1.70756033]
 [ 0.06405119]
 [ 0.69363531]
 [ 0.88363129]]
Progress: 38.7% ... Training loss: 0.277 ... Validation loss: 0.443[[  1.60082225e-01   2.25932203e-01  -1.05917855e-01   1.06566487e-01
   -5.26596505e-01  -7.04993873e-02  -6.35484843e-02   1.21226972e-01
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 [  1.97691477e-01   7.60861870e-01   1.38537351e-02  -3.62348188e-02
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    6.03720989e-02   2.89403246e-01]
 [  3.08249320e-02  -3.51857067e-01  -2.04577806e-01   1.46430830e-01
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   -1.76445571e-02  -1.43958989e-02]
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   -1.74250667e-01  -2.19452182e-01]
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 [  1.43317189e-01   7.05586922e-03  -2.35008067e-01  -8.49750212e-02
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   -6.54203389e-04  -1.90422753e-01]
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 [ -1.07064061e-01  -8.43532810e-02   1.20880317e-01   1.07934173e-01
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    1.82032747e-01  -6.02249898e-03]
 [ -1.87752281e-02  -2.05617879e-01   1.93291880e-01  -2.69001974e-01
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[[ 0.63313614]
 [ 1.6822421 ]
 [ 0.25096676]
 [ 0.88569402]
 [-2.73231227]
 [-0.26955919]
 [-1.70043609]
 [ 0.07320358]
 [ 0.70211379]
 [ 0.89277062]]
Progress: 38.8% ... Training loss: 0.273 ... Validation loss: 0.438[[  1.59813121e-01   2.25112653e-01  -1.06034770e-01   1.06195669e-01
   -5.24597395e-01  -7.02715366e-02  -6.23916344e-02   1.21163521e-01
   -6.02683483e-02   1.87576686e-01]
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 [  1.98127188e-01   7.60178784e-01   1.39867849e-02  -3.60599192e-02
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    6.06291651e-02   2.89834169e-01]
 [  2.78015010e-02  -3.59770292e-01  -2.05808772e-01   1.42541445e-01
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    1.00216887e-01   2.54257435e-01]
 [ -1.71915157e-02   1.09094578e-01  -1.47500813e-01   4.60280967e-02
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   -1.91086749e-01  -3.80556776e-02]
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   -1.75161282e-01  -2.20494194e-01]
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 [  5.84277648e-02  -2.16609540e-02   8.80525123e-02   8.86709447e-02
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 [  9.53165253e-03  -4.75034937e-01  -4.40357773e-02  -1.08778700e-01
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   -3.65515182e-01  -2.21398021e-01]
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 [  4.62640828e-02   1.27478697e-01   2.52817187e-01   2.47293811e-01
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 [ -1.78272192e-02  -2.02528382e-01   1.93676206e-01  -2.67634486e-01
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[[ 0.63323341]
 [ 1.68660234]
 [ 0.25187218]
 [ 0.88590589]
 [-2.73298515]
 [-0.27033974]
 [-1.70056922]
 [ 0.0703809 ]
 [ 0.70279205]
 [ 0.89228594]]
Progress: 38.8% ... Training loss: 0.274 ... Validation loss: 0.436[[  1.59914295e-01   2.25177560e-01  -1.05994980e-01   1.06140376e-01
   -5.24405519e-01  -7.02918530e-02  -6.24915992e-02   1.21178890e-01
   -6.01290019e-02   1.87677692e-01]
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 [  1.95817945e-01   7.57971077e-01   1.31362135e-02  -3.96272597e-02
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[[ 0.6276537 ]
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 [ 0.88039901]
 [-2.73393716]
 [-0.27257921]
 [-1.70270018]
 [ 0.06715874]
 [ 0.69790498]
 [ 0.8863533 ]]
Progress: 38.9% ... Training loss: 0.274 ... Validation loss: 0.440[[  1.62247793e-01   2.31375740e-01  -1.04972684e-01   1.09752246e-01
   -5.35195333e-01  -7.13412713e-02  -6.84415535e-02   1.21447724e-01
   -5.73513207e-02   1.90941679e-01]
 [  1.54423540e-02   1.52027162e-01  -1.87290381e-02   4.82756287e-02
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    1.43355798e-01  -2.59853498e-02]
 [  2.00494989e-01   7.71411551e-01   1.49101426e-02  -3.30529189e-02
    5.60092735e-01  -2.52231485e-02  -8.63887554e-01  -3.98275509e-02
    6.29867542e-02   2.93059202e-01]
 [  3.09344721e-02  -3.56132364e-01  -2.04584835e-01   1.47001179e-01
   -4.85749570e-03   1.36542508e-01   1.86448009e-01   6.18832581e-02
    1.03564335e-01   2.58302185e-01]
 [ -1.72800191e-02   1.07147550e-01  -1.47379759e-01   4.63016309e-02
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   -1.91011367e-01  -3.86221116e-02]
 [ -3.84271543e-01  -6.35120657e-01  -2.96389223e-01   1.65045764e-01
   -7.62465328e-02   3.92586634e-02   3.28915982e-01  -3.76872640e-02
   -1.77685640e-02  -1.47891046e-02]
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   -2.19354223e-02   6.85902221e-02  -1.37390300e-01  -2.91508005e-02
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 [  4.71828984e-02  -3.99971789e-01   8.57904084e-02   1.97965718e-02
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   -1.03890137e-02  -1.23903001e-01]
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   -1.74878542e-01  -2.20305163e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
    8.57553168e-02   1.72577546e-01]
 [ -2.70055847e-01  -3.30048793e-01   1.00413689e-01   2.31052408e-01
   -1.21837215e-01  -6.96426502e-02   7.48640475e-02  -2.59255852e-01
   -2.57906862e-01  -6.91738518e-02]
 [  1.02874143e-01  -1.85965639e-01  -2.18843144e-02   1.19201529e-01
   -5.43105185e-02  -8.83450856e-02   2.37036033e-01   3.03844157e-03
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 [  3.86827338e-02  -1.00351102e-01  -2.09875381e-01   1.54485104e-01
   -6.69155925e-02   8.24037365e-02  -3.89628353e-02  -1.97014345e-02
   -8.72329382e-02  -2.15018473e-03]
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 [ -6.84464498e-02  -4.63531777e-02   2.75592289e-01   1.00272762e-01
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 [  5.88511180e-02  -2.03786961e-02   8.82161112e-02   8.92925305e-02
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   -2.66415663e-02  -5.97661746e-02]
 [  1.14746684e-02  -1.44849513e-01  -2.90836261e-01  -4.84184657e-02
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 [  5.00150378e-02  -2.19535553e-02  -1.15548292e-01   4.70397526e-02
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   -1.57974241e-01  -5.94754419e-02]
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   -1.82396197e-01  -3.79319832e-01]
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 [  9.33946268e-03  -4.75927211e-01  -4.41114268e-02  -1.09058567e-01
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   -3.65749687e-01  -2.21675868e-01]
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   -8.81124408e-02  -1.35456529e-01]
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 [  3.57440591e-01   3.50331094e-01  -7.92407809e-02   3.23259167e-01
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 [  4.66713214e-02   1.28304135e-01   2.52966765e-01   2.47841781e-01
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   -1.40129620e-01  -2.90647464e-01]
 [  2.13465416e-02  -7.37187599e-02  -1.19635975e-01  -5.73004857e-02
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 [  4.69503862e-04  -5.31814642e-02  -6.74527347e-02  -5.27782809e-02
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 [  3.21075845e-02   8.65507653e-02   2.45125103e-01   7.76609177e-02
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   -1.82967066e-01   1.09888338e-01]
 [  7.49507627e-02   4.41847429e-02   1.08351392e-01   1.03600235e-02
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   -1.54319915e-02  -8.56734020e-02]
 [ -1.25846462e-02   9.53085051e-02   8.35966479e-02  -3.41105939e-02
   -4.16238748e-02   1.81258949e-01   9.67398746e-02   1.17988837e-01
   -2.48306766e-02   1.67960406e-01]
 [  2.26797672e-01   8.93086559e-02   3.09951105e-02   8.87244583e-02
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   -4.83224311e-02  -1.24639638e-02]
 [  4.50532815e-02   8.30008935e-03   1.78928801e-02   4.41423067e-02
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 [  5.37118948e-02   5.11386830e-01   1.25958161e-01   4.28946570e-01
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   -9.69293954e-01  -8.47231323e-02  -4.45018009e-01   1.51339906e-01
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 [  2.58471631e-01   3.27518017e-01   2.48659382e-01   1.55972548e-01
   -4.69408874e-01   7.81451059e-02  -2.35080996e-01   1.63148476e-01
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   -3.25743005e-02   5.02985196e-02]
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   -2.75669751e-01  -9.45366534e-02]
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   -2.09371961e-01   2.95696626e-02]
 [  8.25919675e-03  -4.05370501e-01  -1.28363118e-01  -1.63950862e-01
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   -1.67428674e-01  -2.25018469e-01]
 [  1.18146684e-01  -2.25004895e-01  -1.52819635e-01  -1.52490620e-02
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 [ -1.16099514e-01   6.05392321e-02   2.64387632e-01  -4.81644970e-03
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   -1.11004974e-01  -5.73629359e-02]
 [ -3.48178752e-01   1.38159206e-02   1.44967153e-02  -2.60482771e-02
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   -8.53956371e-02   7.47823187e-02]
 [  1.43063075e-01   4.94252381e-03  -2.35043295e-01  -8.53053476e-02
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   -7.18124789e-04  -1.90800273e-01]
 [  2.14958939e-01  -1.83858564e-01   6.57756498e-02  -1.81273347e-02
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 [ -1.07088824e-01  -8.52575426e-02   1.20872047e-01   1.08004549e-01
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    1.81860327e-01  -6.02569524e-03]
 [ -1.71680252e-02  -2.00785029e-01   1.93966716e-01  -2.66537762e-01
   -1.02548129e-01   1.21748929e-01   9.12836445e-02  -1.18983480e-01
    1.02017532e-02   2.06142639e-01]]
[[ 0.64005115]
 [ 1.69269459]
 [ 0.26044903]
 [ 0.89067024]
 [-2.71877324]
 [-0.26306448]
 [-1.69433472]
 [ 0.07800466]
 [ 0.7078394 ]
 [ 0.90122869]]
Progress: 38.9% ... Training loss: 0.277 ... Validation loss: 0.437[[  1.61915602e-01   2.31517077e-01  -1.05094901e-01   1.09269820e-01
   -5.33108462e-01  -7.11226125e-02  -6.82363983e-02   1.21399067e-01
   -5.77836336e-02   1.90615095e-01]
 [  1.52896345e-02   1.51607980e-01  -1.87953080e-02   4.80622134e-02
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    1.43187281e-01  -2.62105346e-02]
 [  1.97980913e-01   7.67065822e-01   1.38042801e-02  -3.72037966e-02
    5.73868319e-01  -2.40012188e-02  -8.59771678e-01  -4.01974406e-02
    5.97020678e-02   2.89020834e-01]
 [  3.19403301e-02  -3.56484605e-01  -2.04048222e-01   1.49061119e-01
   -9.90444833e-03   1.36122168e-01   1.87224439e-01   6.20167841e-02
    1.04941760e-01   2.60187588e-01]
 [ -1.93380779e-02   1.02144661e-01  -1.48288681e-01   4.35747679e-02
   -4.32496441e-02  -1.81128908e-01   6.01313504e-02  -1.17930139e-01
   -1.93179831e-01  -4.15013235e-02]
 [ -3.85197016e-01  -6.37230477e-01  -2.96757361e-01   1.63876297e-01
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   -1.87486531e-02  -1.60055337e-02]
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    7.54936103e-02  -2.91551590e-02]
 [ -1.73919635e-01  -1.45240764e-01  -3.02541894e-01  -1.95731954e-02
   -2.16958981e-02   6.86178027e-02  -1.37095015e-01  -2.91600301e-02
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 [  4.70644856e-02  -3.99344390e-01   8.57119178e-02   1.93471417e-02
   -1.22802256e-01  -1.16113818e-01   1.97812162e-01  -1.05802813e-01
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   -1.16460307e-02  -1.25478166e-01]
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   -1.75210584e-01  -2.20569531e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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 [ -2.70436472e-01  -3.30656474e-01   1.00243741e-01   2.30542313e-01
   -1.21299164e-01  -6.95018695e-02   7.56096247e-02  -2.59299366e-01
   -2.58348335e-01  -6.97158669e-02]
 [  1.02299273e-01  -1.87130036e-01  -2.21020894e-02   1.18462247e-01
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 [  3.89196817e-02  -1.00527666e-01  -2.09781226e-01   1.54848396e-01
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   -8.69147118e-02  -1.76513249e-03]
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 [ -6.77291179e-02  -4.46220435e-02   2.75901985e-01   1.01248075e-01
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 [ -1.68637806e-02  -2.00280596e-01   1.94101401e-01  -2.66062533e-01
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[[ 0.63425005]
 [ 1.68507003]
 [ 0.25597438]
 [ 0.88565734]
 [-2.7271242 ]
 [-0.26679292]
 [-1.69879633]
 [ 0.07270623]
 [ 0.70334007]
 [ 0.89487175]]
Progress: 39.0% ... Training loss: 0.273 ... Validation loss: 0.438[[  1.58472345e-01   2.23628444e-01  -1.06522481e-01   1.04402664e-01
   -5.20782268e-01  -6.96043058e-02  -5.96614391e-02   1.20985503e-01
   -6.16911897e-02   1.85592023e-01]
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 [  1.97010546e-01   7.64822848e-01   1.33607998e-02  -3.87948852e-02
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   -2.16394420e-02   1.35014985e-01   1.80553221e-01   6.23021458e-02
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 [ -2.06748941e-02   9.99788523e-02  -1.48874236e-01   4.17011677e-02
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   -1.95514933e-02  -1.69874318e-02]
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   -1.75349077e-01  -2.20756438e-01]
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   -3.65835780e-01  -2.21788775e-01]
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   -1.83092694e-01   1.09759115e-01]
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   -2.41939518e-01   6.80501721e-02   5.46886208e-02  -2.70967065e-01
   -1.73848613e-02  -8.80639190e-02]
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   -3.71948102e-02   1.81709997e-01   9.91791353e-02   1.17851975e-01
   -2.61238077e-02   1.66294446e-01]
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   -4.87821825e-02  -1.30468219e-02]
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 [ -3.48958449e-01   1.25956864e-02   1.41870224e-02  -2.71287143e-02
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   -8.62772703e-02   7.37318214e-02]
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 [ -1.06679209e-01  -8.43647140e-02   1.21055078e-01   1.08770094e-01
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    1.82301222e-01  -5.25633580e-03]
 [ -1.78178807e-02  -2.02025886e-01   1.93718475e-01  -2.67320391e-01
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[[ 0.61789976]
 [ 1.67292037]
 [ 0.24032746]
 [ 0.87021577]
 [-2.7416686 ]
 [-0.27902813]
 [-1.71594204]
 [ 0.06082628]
 [ 0.68801395]
 [ 0.87994492]]
Progress: 39.0% ... Training loss: 0.281 ... Validation loss: 0.451[[  1.60552801e-01   2.28002390e-01  -1.05782875e-01   1.07203321e-01
   -5.26799751e-01  -7.04454774e-02  -6.34136788e-02   1.21176185e-01
   -5.94077698e-02   1.88572158e-01]
 [  1.52718523e-02   1.51613817e-01  -1.87805343e-02   4.81445379e-02
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    1.43233079e-01  -2.62452727e-02]
 [  1.95820577e-01   7.65777879e-01   1.26467911e-02  -4.11338785e-02
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    5.65068038e-02   2.85251483e-01]
 [  3.23175695e-02  -3.57141375e-01  -2.03842952e-01   1.49591317e-01
   -1.39603320e-02   1.36147714e-01   1.88289594e-01   6.20401343e-02
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   -1.95700371e-01  -4.41566178e-02]
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   -1.75568461e-01  -2.20976467e-01]
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   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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   -8.73673885e-02  -2.24603798e-03]
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   -2.80447432e-02  -6.13866283e-02]
 [  1.07036095e-02  -1.46035670e-01  -2.91203004e-01  -4.95660902e-02
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 [  4.68585832e-02   1.28893349e-01   2.53040721e-01   2.48044813e-01
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[[ 0.63556375]
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 [ 0.89146207]
 [-2.72570027]
 [-0.26195186]
 [-1.69103878]
 [ 0.07863487]
 [ 0.70893447]
 [ 0.89914411]]
Progress: 39.0% ... Training loss: 0.273 ... Validation loss: 0.441[[  1.60310290e-01   2.28165278e-01  -1.05855401e-01   1.06838697e-01
   -5.28089228e-01  -7.04164013e-02  -6.25037713e-02   1.21143425e-01
   -5.95566782e-02   1.87736167e-01]
 [  1.54936827e-02   1.52144374e-01  -1.86804210e-02   4.84851765e-02
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    1.43494345e-01  -2.59471224e-02]
 [  1.96999827e-01   7.71672100e-01   1.31484477e-02  -3.95298365e-02
    5.80018772e-01  -2.33813469e-02  -8.62010707e-01  -4.03345905e-02
    5.79072413e-02   2.86349511e-01]
 [  3.60679509e-02  -3.50388462e-01  -2.02191205e-01   1.55396812e-01
   -2.86841045e-02   1.34613868e-01   1.81068870e-01   6.25231937e-02
    1.10035193e-01   2.66228411e-01]
 [ -2.54676450e-02   9.03683479e-02  -1.50724577e-01   3.46080593e-02
   -1.94173913e-02  -1.78442336e-01   7.21942355e-02  -1.18615358e-01
   -2.00440705e-01  -5.01239951e-02]
 [ -3.83575888e-01  -6.35461579e-01  -2.96014466e-01   1.66687116e-01
   -8.47159455e-02   3.86524030e-02   3.29678545e-01  -3.75894573e-02
   -1.66641448e-02  -1.35019709e-02]
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 [ -1.72972895e-01  -1.43328424e-01  -3.02193132e-01  -1.81584777e-02
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   -1.09754073e-02  -1.24732539e-01]
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   -1.75350673e-01  -2.20721030e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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 [ -2.70302367e-01  -3.31149308e-01   1.00376683e-01   2.31206435e-01
   -1.25747292e-01  -6.96892099e-02   7.62331438e-02  -2.59273764e-01
   -2.58048561e-01  -6.94696818e-02]
 [  1.03681318e-01  -1.85414681e-01  -2.15679418e-02   1.20282039e-01
   -5.60362949e-02  -8.87654875e-02   2.36470591e-01   3.12527124e-03
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 [  3.79626569e-02  -1.02475236e-01  -2.10172169e-01   1.53469964e-01
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   -8.79866596e-02  -3.15356861e-03]
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 [ -6.78797289e-02  -4.56876190e-02   2.75778010e-01   1.01022476e-01
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 [  5.64595678e-02  -2.51158715e-02   8.71659676e-02   8.58171368e-02
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   -2.95046682e-02  -6.33715894e-02]
 [  1.18020825e-02  -1.42859709e-01  -2.90717099e-01  -4.78984630e-02
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 [  5.10867515e-02  -1.95485402e-02  -1.15107131e-01   4.85791302e-02
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   -1.56797796e-01  -5.79222429e-02]
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   -1.82244636e-01  -3.79097278e-01]
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 [  9.08275499e-03  -4.77500694e-01  -4.42049608e-02  -1.09375049e-01
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   -3.65989680e-01  -2.22008778e-01]
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   -7.05925986e-02   8.11725005e-02]
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   -8.92388321e-02  -1.36933052e-01]
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 [  3.57331947e-01   3.50029566e-01  -7.92881454e-02   3.22948792e-01
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 [  4.71960867e-02   1.29543739e-01   2.53185426e-01   2.48517803e-01
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 [  6.97945220e-04  -5.21443937e-02  -6.73608533e-02  -5.24820326e-02
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 [  3.31631197e-02   9.01660475e-02   2.45490705e-01   7.91276795e-02
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   -1.81787966e-01   1.11384830e-01]
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   -1.79445257e-02  -8.87676428e-02]
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   -3.76522871e-02   1.81602996e-01   9.93966983e-02   1.17875608e-01
   -2.58967191e-02   1.66431559e-01]
 [  2.26584562e-01   8.96458750e-02   3.08886590e-02   8.83530758e-02
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   -4.86215931e-02  -1.29001314e-02]
 [  4.50418979e-02   9.24992341e-03   1.78852777e-02   4.41091582e-02
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 [  5.51543749e-02   5.14803259e-01   1.26470703e-01   4.30957717e-01
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   -4.68034631e-01   7.83519095e-02  -2.33984351e-01   1.63090091e-01
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   -3.19755166e-02   5.09114898e-02]
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   -2.75386150e-01  -9.41269608e-02]
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   -2.08171107e-01   3.10575435e-02]
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   -1.67645443e-01  -2.25269982e-01]
 [  1.16940769e-01  -2.29138914e-01  -1.53471802e-01  -1.72008742e-02
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 [ -1.15192762e-01   6.17354132e-02   2.64743777e-01  -3.45420863e-03
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   -1.09931146e-01  -5.60073899e-02]
 [ -3.47819919e-01   1.45833023e-02   1.46647689e-02  -2.54244814e-02
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   -8.49039211e-02   7.52928424e-02]
 [  1.42365248e-01   3.53131984e-03  -2.35302390e-01  -8.59597138e-02
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   -1.39572321e-03  -1.91695863e-01]
 [  2.14087982e-01  -1.86018253e-01   6.54515363e-02  -1.94481657e-02
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 [ -1.06855735e-01  -8.52373120e-02   1.20989445e-01   1.08439583e-01
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    1.82142948e-01  -5.50230688e-03]
 [ -1.66260106e-02  -1.98285782e-01   1.94188719e-01  -2.65546236e-01
   -1.11793267e-01   1.21455105e-01   8.98916620e-02  -1.18910629e-01
    1.10033465e-02   2.06732600e-01]]
[[ 0.63487281]
 [ 1.68686009]
 [ 0.26076594]
 [ 0.88912618]
 [-2.72461564]
 [-0.25998166]
 [-1.69388699]
 [ 0.08024435]
 [ 0.70890905]
 [ 0.90164138]]
Progress: 39.1% ... Training loss: 0.274 ... Validation loss: 0.444[[  1.58323083e-01   2.22586290e-01  -1.06709608e-01   1.03711271e-01
   -5.19529393e-01  -6.96004150e-02  -5.70448055e-02   1.20867780e-01
   -6.17372092e-02   1.84948662e-01]
 [  1.54608251e-02   1.51636871e-01  -1.87300007e-02   4.82874482e-02
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    1.43426005e-01  -2.61391962e-02]
 [  1.98389816e-01   7.72672040e-01   1.36323082e-02  -3.80047312e-02
    5.79681028e-01  -2.39311059e-02  -8.64328025e-01  -4.01824812e-02
    5.89883846e-02   2.88198300e-01]
 [  3.74880430e-02  -3.47207250e-01  -2.01605858e-01   1.57520541e-01
   -3.44610726e-02   1.34010653e-01   1.78336396e-01   6.27237480e-02
    1.11604956e-01   2.68476165e-01]
 [ -2.31618842e-02   9.39450529e-02  -1.49897246e-01   3.75440048e-02
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   -1.98245431e-01  -4.70850142e-02]
 [ -3.83775962e-01  -6.36279850e-01  -2.96098484e-01   1.66486740e-01
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   -1.68247674e-02  -1.36339537e-02]
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    7.64141824e-02  -2.81846222e-02]
 [ -1.74122726e-01  -1.45425507e-01  -3.02658063e-01  -1.97247988e-02
   -2.31427636e-02   6.86407743e-02  -1.35284850e-01  -2.92268273e-02
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 [  4.35101837e-02  -4.07985353e-01   8.40344133e-02   1.40571255e-02
   -1.15487239e-01  -1.14778648e-01   2.08089749e-01  -1.06366652e-01
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   -9.00963886e-03  -1.22201138e-01]
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   -1.74207996e-01  -2.19136059e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
    8.57553168e-02   1.72577546e-01]
 [ -2.70298125e-01  -3.31199971e-01   1.00409445e-01   2.31311694e-01
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   -2.57994541e-01  -6.93540729e-02]
 [  1.03362673e-01  -1.86023548e-01  -2.17027096e-02   1.19908937e-01
   -5.53382307e-02  -8.86582663e-02   2.37107188e-01   3.08804988e-03
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 [  3.82860240e-02  -1.02295832e-01  -2.10072882e-01   1.53796841e-01
   -6.60273327e-02   8.25678981e-02  -3.70449372e-02  -1.97526947e-02
   -8.76483877e-02  -2.68838398e-03]
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 [ -6.80452120e-02  -4.62215006e-02   2.75750492e-01   1.00798104e-01
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 [ -1.06619755e-01  -8.46290499e-02   1.21046774e-01   1.08637506e-01
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[[ 0.6286147 ]
 [ 1.68550149]
 [ 0.25754412]
 [ 0.88341794]
 [-2.72661563]
 [-0.26266293]
 [-1.70098303]
 [ 0.07482173]
 [ 0.70133713]
 [ 0.89683797]]
Progress: 39.1% ... Training loss: 0.273 ... Validation loss: 0.443[[  1.56964877e-01   2.19277399e-01  -1.07260883e-01   1.01446452e-01
   -5.13154474e-01  -6.89893689e-02  -5.41253684e-02   1.20691015e-01
   -6.33483596e-02   1.82954074e-01]
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 [  1.96746116e-01   7.70141241e-01   1.27241635e-02  -4.12088470e-02
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    5.64605785e-02   2.84875513e-01]
 [  4.06006125e-02  -3.42744361e-01  -2.00281988e-01   1.62040627e-01
   -4.52970568e-02   1.32685041e-01   1.72332784e-01   6.31082754e-02
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 [ -2.29980806e-02   9.46976083e-02  -1.49885305e-01   3.76802335e-02
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   -1.98225751e-01  -4.69916173e-02]
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   -1.69373767e-02  -1.37733468e-02]
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   -1.74085812e-01  -2.19021026e-01]
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 [  4.74680059e-02   1.29980799e-01   2.53308825e-01   2.48843299e-01
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   -1.84859810e-02  -8.94844788e-02]
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   -2.55699030e-02   1.66872626e-01]
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 [ -3.47497848e-01   1.43454847e-02   1.48616185e-02  -2.47065570e-02
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 [ -1.06356695e-01  -8.43353943e-02   1.21169165e-01   1.08979675e-01
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    1.82671258e-01  -4.78762083e-03]
 [ -1.62452092e-02  -1.98615235e-01   1.94388044e-01  -2.64985598e-01
   -1.14971815e-01   1.21303303e-01   8.97036052e-02  -1.18861218e-01
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[[ 0.6220192 ]
 [ 1.67929325]
 [ 0.25406402]
 [ 0.88088571]
 [-2.7303182 ]
 [-0.26444347]
 [-1.70166941]
 [ 0.07160392]
 [ 0.69662672]
 [ 0.89360605]]
Progress: 39.2% ... Training loss: 0.274 ... Validation loss: 0.448[[  1.59120826e-01   2.24995096e-01  -1.06306323e-01   1.04553642e-01
   -5.20141237e-01  -6.98628621e-02  -5.97043955e-02   1.20946888e-01
   -6.10602423e-02   1.86020069e-01]
 [  1.58635272e-02   1.52466326e-01  -1.85410126e-02   4.89566905e-02
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 [  1.97958308e-01   7.73318596e-01   1.32181160e-02  -3.96532619e-02
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    5.73830072e-02   2.86364124e-01]
 [  4.15281463e-02  -3.40766698e-01  -1.99838736e-01   1.63653605e-01
   -5.04085206e-02   1.32192567e-01   1.70872634e-01   6.32424591e-02
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   -1.99149769e-01  -4.82026582e-02]
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   -1.67481161e-02  -1.35809146e-02]
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   -1.74406821e-01  -2.19464734e-01]
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 [  5.62290209e-02  -2.55672452e-02   8.70099856e-02   8.53262897e-02
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   -2.98567506e-02  -6.37597292e-02]
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 [  4.77114242e-02   1.30543506e-01   2.53407756e-01   2.49168068e-01
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[[ 0.62570966]
 [ 1.68393762]
 [ 0.25559389]
 [ 0.8849365 ]
 [-2.73086145]
 [-0.26339745]
 [-1.70153623]
 [ 0.07350105]
 [ 0.70060897]
 [ 0.89844212]]
Progress: 39.2% ... Training loss: 0.274 ... Validation loss: 0.447[[  1.58572422e-01   2.24605657e-01  -1.06464436e-01   1.03712414e-01
   -5.16305938e-01  -6.96405635e-02  -5.91287459e-02   1.20886265e-01
   -6.16850679e-02   1.85459734e-01]
 [  1.64310918e-02   1.53840376e-01  -1.82923408e-02   4.98114233e-02
    7.24193168e-02  -7.83678925e-03   3.11055856e-01   4.14939098e-02
    1.44596087e-01  -2.46807863e-02]
 [  1.93400408e-01   7.64900289e-01   1.13426825e-02  -4.62750985e-02
    6.06196716e-01  -2.14554477e-02  -8.57007746e-01  -4.08618401e-02
    5.21691210e-02   2.79947075e-01]
 [  4.14504831e-02  -3.42794857e-01  -1.99902324e-01   1.63476657e-01
   -4.93305050e-02   1.32251013e-01   1.72547424e-01   6.32205768e-02
    1.16810553e-01   2.74815329e-01]
 [ -2.53916879e-02   8.93288267e-02  -1.50875540e-01   3.41367064e-02
   -1.63738967e-02  -1.78643622e-01   7.17466206e-02  -1.18599909e-01
   -2.00723824e-01  -5.00869286e-02]
 [ -3.83253765e-01  -6.36681281e-01  -2.95763952e-01   1.67589199e-01
   -8.89948108e-02   3.83194697e-02   3.30714565e-01  -3.75046307e-02
   -1.60055837e-02  -1.26238332e-02]
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 [ -1.74362401e-01  -1.46031146e-01  -3.02651859e-01  -1.99028003e-02
   -2.21889720e-02   6.87434337e-02  -1.33557890e-01  -2.92383112e-02
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 [  4.17550848e-02  -4.11592903e-01   8.33974530e-02   1.13541747e-02
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   -9.39539092e-03  -1.22773519e-01]
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   -1.74609098e-01  -2.19767673e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
    8.57553168e-02   1.72577546e-01]
 [ -2.68962710e-01  -3.29031156e-01   1.01008349e-01   2.33345466e-01
   -1.31621640e-01  -7.03511830e-02   7.37313169e-02  -2.59086414e-01
   -2.56365916e-01  -6.72529674e-02]
 [  1.03158420e-01  -1.86470151e-01  -2.17811534e-02   1.19676327e-01
   -5.50777974e-02  -8.85805686e-02   2.37765438e-01   3.06585915e-03
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 [  3.72552797e-02  -1.05302029e-01  -2.10440942e-01   1.52408409e-01
   -6.32480387e-02   8.29513594e-02  -3.41333373e-02  -1.98631644e-02
   -8.87302980e-02  -4.07979363e-03]
 [ -1.23615478e-01  -8.72813142e-02  -2.03166989e-01   1.53652593e-01
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 [ -6.87456186e-02  -4.79559290e-02   2.75468970e-01   9.97873278e-02
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 [  5.41232955e-02  -3.07581982e-02   8.61091850e-02   8.21632092e-02
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   -3.23005961e-02  -6.68291665e-02]
 [  9.59409976e-03  -1.48953463e-01  -2.91732604e-01  -5.14173261e-02
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 [  5.13667090e-02  -1.91507402e-02  -1.14983998e-01   4.89454373e-02
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   -1.56520353e-01  -5.75789741e-02]
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   -1.81544977e-01  -3.78280090e-01]
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 [  9.63445113e-03  -4.77033312e-01  -4.39944961e-02  -1.08538234e-01
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   -3.65409659e-01  -2.21229272e-01]
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   -7.10738352e-02   8.05654299e-02]
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   -8.93636625e-02  -1.37088341e-01]
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   -1.25051852e-02  -1.23096487e-01]
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 [  3.55687782e-01   3.46764366e-01  -7.99239730e-02   3.20410113e-01
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 [  4.75032261e-02   1.29915998e-01   2.53313204e-01   2.48847972e-01
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   -1.39214811e-01  -2.89501754e-01]
 [  2.22403318e-02  -7.17324650e-02  -1.19260616e-01  -5.60448447e-02
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 [  7.50078605e-04  -5.22866337e-02  -6.73152337e-02  -5.23070071e-02
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 [  3.26819780e-02   8.81651806e-02   2.45249144e-01   7.83876747e-02
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   -1.82426839e-01   1.10498562e-01]
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   -1.87064100e-02  -8.96868784e-02]
 [ -1.38004700e-02   9.27854044e-02   8.31064040e-02  -3.58164201e-02
   -3.68808858e-02   1.81704466e-01   1.00046531e-01   1.17847613e-01
   -2.61964881e-02   1.66153029e-01]
 [  2.24803086e-01   8.59153835e-02   3.00843208e-02   8.54289790e-02
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   -5.08972039e-02  -1.58254889e-02]
 [  4.43718807e-02   8.11803060e-03   1.76056174e-02   4.31146733e-02
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 [  2.57047852e-01   3.24560997e-01   2.48063163e-01   1.54004365e-01
   -4.64913085e-01   7.87574183e-02  -2.32098597e-01   1.62975599e-01
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   -3.27673914e-02   4.98890734e-02]
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   -2.75018485e-01  -9.37190040e-02]
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   -2.07872079e-01   3.15313055e-02]
 [  8.57883350e-03  -4.04741644e-01  -1.28224340e-01  -1.63459550e-01
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   -1.67022109e-01  -2.24463671e-01]
 [  1.10508726e-01  -2.42818355e-01  -1.56134886e-01  -2.60007699e-02
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 [ -1.13954174e-01   6.37607649e-02   2.65278082e-01  -1.69545778e-03
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   -1.08532596e-01  -5.40772371e-02]
 [ -3.48627541e-01   1.22207029e-02   1.43944221e-02  -2.62952781e-02
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   -8.56812627e-02   7.44191479e-02]
 [  1.43044546e-01   3.58656354e-03  -2.34941781e-01  -8.47859426e-02
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   -7.47546561e-04  -1.90806523e-01]
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 [ -1.06535668e-01  -8.47273661e-02   1.21094350e-01   1.08553820e-01
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    1.82434991e-01  -5.13651303e-03]
 [ -1.67892032e-02  -1.99280953e-01   1.94217452e-01  -2.65770563e-01
   -1.14218129e-01   1.21543720e-01   9.04423873e-02  -1.18935712e-01
    1.09860512e-02   2.06847767e-01]]
[[ 0.61666455]
 [ 1.67371816]
 [ 0.24743545]
 [ 0.8768786 ]
 [-2.74095375]
 [-0.2690867 ]
 [-1.70442741]
 [ 0.06647333]
 [ 0.69229456]
 [ 0.88914181]]
Progress: 39.3% ... Training loss: 0.279 ... Validation loss: 0.453[[  1.56380284e-01   2.19745726e-01  -1.07315323e-01   1.00695548e-01
   -5.08065594e-01  -6.87395931e-02  -5.41226327e-02   1.20658318e-01
   -6.39157051e-02   1.82427931e-01]
 [  1.58979053e-02   1.52387075e-01  -1.85159773e-02   4.90156166e-02
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    1.44071907e-01  -2.54650221e-02]
 [  1.90901511e-01   7.59863946e-01   1.04018641e-02  -4.98305289e-02
    6.16484107e-01  -2.04315599e-02  -8.51524075e-01  -4.11155451e-02
    4.93722449e-02   2.76603534e-01]
 [  4.12397601e-02  -3.43846391e-01  -1.99982099e-01   1.63323573e-01
   -4.60944327e-02   1.32343593e-01   1.74726278e-01   6.32019165e-02
    1.16558965e-01   2.74782919e-01]
 [ -2.50009936e-02   9.14525544e-02  -1.50739853e-01   3.47331053e-02
   -2.06981616e-02  -1.78870257e-01   6.93691817e-02  -1.18544528e-01
   -2.00331375e-01  -4.96146238e-02]
 [ -3.83376934e-01  -6.36994361e-01  -2.95822813e-01   1.67427384e-01
   -8.99582489e-02   3.83687273e-02   3.30833891e-01  -3.75179016e-02
   -1.61099895e-02  -1.28272957e-02]
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 [  1.06416927e-01  -2.61264117e-01   3.20079092e-02  -7.82585262e-02
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    7.45143704e-02  -3.06427651e-02]
 [ -1.74558562e-01  -1.47115086e-01  -3.02713249e-01  -2.02010973e-02
   -2.23054170e-02   6.88332046e-02  -1.32887287e-01  -2.92563424e-02
    2.64366164e-01  -1.32743949e-01]
 [  4.04371228e-02  -4.15705024e-01   8.29073106e-02   9.47595413e-03
   -1.05591868e-01  -1.13459787e-01   2.16545832e-01  -1.06698696e-01
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   -9.68154839e-03  -1.23299553e-01]
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   -1.74709916e-01  -2.19918560e-01]
 [ -1.57866226e-01   3.24191308e-03   6.14860080e-02   2.04600816e-02
   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
    8.57553168e-02   1.72577546e-01]
 [ -2.69407435e-01  -3.29843514e-01   1.00799128e-01   2.32637107e-01
   -1.30106668e-01  -7.01289903e-02   7.44723805e-02  -2.59142171e-01
   -2.56921802e-01  -6.79924338e-02]
 [  1.03547574e-01  -1.85780241e-01  -2.16279471e-02   1.20214310e-01
   -5.69083589e-02  -8.87484625e-02   2.36986472e-01   3.10685037e-03
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 [  3.74088439e-02  -1.05225573e-01  -2.10376158e-01   1.52679469e-01
   -6.43435659e-02   8.28668284e-02  -3.43003487e-02  -1.98427164e-02
   -8.85318469e-02  -3.87808155e-03]
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 [ -6.92845239e-02  -4.96592585e-02   2.75225315e-01   9.89706727e-02
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[[ 0.60940582]
 [ 1.66650476]
 [ 0.23991668]
 [ 0.870214  ]
 [-2.74660576]
 [-0.27370322]
 [-1.70662607]
 [ 0.06152864]
 [ 0.68518611]
 [ 0.8814522 ]]
Progress: 39.4% ... Training loss: 0.286 ... Validation loss: 0.460[[  1.61189759e-01   2.30823944e-01  -1.05304413e-01   1.08004188e-01
   -5.28441748e-01  -7.09214111e-02  -6.53150867e-02   1.21186955e-01
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 [  1.94970375e-01   7.70616871e-01   1.20128072e-02  -4.39318480e-02
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    5.42013680e-02   2.82733057e-01]
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 [ -2.42081300e-02   9.32234833e-02  -1.50460271e-01   3.57432289e-02
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   -1.33591115e-02  -9.47193338e-03]
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   -1.74205297e-01  -2.19327325e-01]
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 [  4.76807720e-02   1.30326581e-01   2.53392334e-01   2.49112628e-01
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 [  3.25639340e-02   8.79687747e-02   2.45196113e-01   7.82270365e-02
   -2.42840534e-01  -1.36911687e-01   9.52776278e-02   3.98536293e-02
   -1.82560210e-01   1.10334240e-01]
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   -2.36847224e-01   6.84704158e-02   5.76912211e-02  -2.71089473e-01
   -1.85891266e-02  -8.95902153e-02]
 [ -1.26023117e-02   9.57156764e-02   8.35991046e-02  -3.41466274e-02
   -4.22234371e-02   1.81181658e-01   9.69176465e-02   1.17977095e-01
   -2.48647924e-02   1.67824227e-01]
 [  2.24177698e-01   8.40272281e-02   2.97925881e-02   8.43745488e-02
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   -5.16952806e-02  -1.68921585e-02]
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 [  2.57198279e-01   3.25049869e-01   2.48153047e-01   1.54387955e-01
   -4.66488434e-01   7.86463778e-02  -2.32454621e-01   1.62998289e-01
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   -3.22985250e-02   5.05192096e-02]
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 [  8.87270284e-03  -4.04342409e-01  -1.28102557e-01  -1.62997397e-01
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   -1.66674613e-01  -2.24053654e-01]
 [  1.10907962e-01  -2.43839949e-01  -1.56002611e-01  -2.54895521e-02
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 [ -1.13828783e-01   6.40475018e-02   2.65322226e-01  -1.48049429e-03
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   -1.08369958e-01  -5.39017411e-02]
 [ -3.47048914e-01   1.59172457e-02   1.50517819e-02  -2.39257580e-02
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   -8.38003278e-02   7.68055309e-02]
 [  1.45643258e-01   8.88434290e-03  -2.33841801e-01  -8.07611364e-02
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 [  2.14801263e-01  -1.84545722e-01   6.58378475e-02  -1.85577104e-02
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    1.16756867e-01  -1.74939404e-01]
 [ -1.05380116e-01  -8.27807687e-02   1.21540538e-01   1.10244232e-01
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    1.83801970e-01  -3.43940242e-03]
 [ -1.48619754e-02  -1.94773352e-01   1.94979900e-01  -2.63003213e-01
   -1.23212102e-01   1.20668707e-01   8.54586827e-02  -1.18737947e-01
    1.32538050e-02   2.09824074e-01]]
[[ 0.64482898]
 [ 1.69979359]
 [ 0.27601662]
 [ 0.90720485]
 [-2.71909858]
 [-0.24735673]
 [-1.67472123]
 [ 0.09235719]
 [ 0.72093259]
 [ 0.917848  ]]
Progress: 39.4% ... Training loss: 0.287 ... Validation loss: 0.455[[  1.59339822e-01   2.25954920e-01  -1.06008978e-01   1.05334369e-01
   -5.18945022e-01  -7.02968869e-02  -6.04035860e-02   1.20959911e-01
   -6.00049349e-02   1.87753493e-01]
 [  1.61564473e-02   1.52987175e-01  -1.84173599e-02   4.94064487e-02
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    1.44378112e-01  -2.50737424e-02]
 [  1.95618752e-01   7.72838588e-01   1.24875251e-02  -4.20934165e-02
    5.92289129e-01  -2.25791308e-02  -8.63546318e-01  -4.05165672e-02
    5.52423346e-02   2.84342354e-01]
 [  3.22900154e-02  -3.65501408e-01  -2.03695735e-01   1.50078722e-01
   -3.65449570e-03   1.36267963e-01   1.96310041e-01   6.21244585e-02
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 [ -2.85636491e-02   8.36804383e-02  -1.52347601e-01   2.92970285e-02
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   -2.04669883e-01  -5.53531095e-02]
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   -1.47578887e-02  -1.11918689e-02]
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   -1.12266067e-02  -1.24958345e-01]
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   -1.75227899e-01  -2.20587831e-01]
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   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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   -2.56246486e-01  -6.72182450e-02]
 [  1.03519258e-01  -1.86076783e-01  -2.16798746e-02   1.20227027e-01
   -5.78629349e-02  -8.88410668e-02   2.37208227e-01   3.05101976e-03
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   -8.67437936e-02  -1.66516922e-03]
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 [  5.60567810e-02  -2.64828528e-02   8.68609004e-02   8.49350538e-02
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   -3.01134188e-02  -6.39612584e-02]
 [  1.05197031e-02  -1.46752666e-01  -2.91299920e-01  -4.99079298e-02
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 [  5.21481096e-02  -1.65726581e-02  -1.14478048e-01   5.08143039e-02
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   -1.55068678e-01  -5.55886448e-02]
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   -1.82416945e-01  -3.79407985e-01]
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 [  1.08534445e-02  -4.75082715e-01  -4.35169105e-02  -1.06776246e-01
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   -3.64012817e-01  -2.19474638e-01]
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   -8.93397010e-02  -1.37051612e-01]
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 [  3.57904288e-01   3.51434659e-01  -7.88725535e-02   3.23758001e-01
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 [  4.77118997e-02   1.30425199e-01   2.53406768e-01   2.49128755e-01
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   -1.83305860e-01   1.09392412e-01]
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   -1.70851386e-02  -8.76537470e-02]
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   -5.11300237e-02  -1.61342293e-02]
 [  4.41121211e-02   7.83534674e-03   1.74750705e-02   4.27435527e-02
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   -8.55074445e-02   7.47135217e-02]
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   -1.17722631e-01   1.21260936e-01   8.91097894e-02  -1.18960217e-01
    1.16077217e-02   2.07858518e-01]]
[[ 0.6362564 ]
 [ 1.69487724]
 [ 0.26442699]
 [ 0.8947656 ]
 [-2.73192096]
 [-0.25931919]
 [-1.69416425]
 [ 0.08122003]
 [ 0.71083195]
 [ 0.9043643 ]]
Progress: 39.5% ... Training loss: 0.275 ... Validation loss: 0.441[[  1.58596773e-01   2.24196996e-01  -1.06308764e-01   1.04262602e-01
   -5.15515117e-01  -7.00046724e-02  -5.86005775e-02   1.20865859e-01
   -6.08985888e-02   1.87043275e-01]
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 [  1.92914572e-01   7.65542287e-01   1.14282999e-02  -4.59122438e-02
    6.06544687e-01  -2.14591196e-02  -8.58139167e-01  -4.08703438e-02
    5.23213449e-02   2.80918411e-01]
 [  3.41118701e-02  -3.63746996e-01  -2.03046498e-01   1.52477070e-01
   -7.52228535e-03   1.35532828e-01   1.94743898e-01   6.23688792e-02
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 [ -2.68880348e-02   8.87011531e-02  -1.51659349e-01   3.21862267e-02
   -1.77302238e-02  -1.78148393e-01   7.30439058e-02  -1.18904649e-01
   -2.02777991e-01  -5.28687352e-02]
 [ -3.82670003e-01  -6.36787507e-01  -2.95550948e-01   1.68476013e-01
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   -1.52846289e-02  -1.16483049e-02]
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   -1.74579173e-01  -2.19854261e-01]
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   -1.70130600e-01  -2.19301952e-01  -1.76195984e-01  -1.97139230e-01
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 [ -2.69517930e-01  -3.30062896e-01   1.00758857e-01   2.32652291e-01
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   -2.56985181e-01  -6.80859452e-02]
 [  1.03599602e-01  -1.86176311e-01  -2.16481505e-02   1.20220051e-01
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 [  5.62854955e-02  -2.58485694e-02   8.69496251e-02   8.52583674e-02
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   -2.98585217e-02  -6.36418560e-02]
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 [  4.77689099e-02   1.30461678e-01   2.53431892e-01   2.49208170e-01
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   -1.74356154e-02  -8.81652685e-02]
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   -5.18853630e-02  -1.71704591e-02]
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   -1.09749175e-01  -5.55026277e-02]
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   -8.56694951e-02   7.45160612e-02]
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    1.84540836e-01  -2.46127684e-03]
 [ -1.69625234e-02  -1.99187093e-01   1.94116502e-01  -2.65902869e-01
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[[ 0.62588925]
 [ 1.68425208]
 [ 0.25336444]
 [ 0.88573104]
 [-2.73929733]
 [-0.26677073]
 [-1.69835593]
 [ 0.07280875]
 [ 0.70066454]
 [ 0.89332168]]
Progress: 39.5% ... Training loss: 0.272 ... Validation loss: 0.442[[  1.60198759e-01   2.27281793e-01  -1.05619883e-01   1.06617807e-01
   -5.21935918e-01  -7.06929897e-02  -6.18187281e-02   1.21082988e-01
   -5.90034205e-02   1.89474200e-01]
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 [  1.95970059e-01   7.73075564e-01   1.27634785e-02  -4.12601149e-02
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 [  3.59966633e-02  -3.59804080e-01  -2.02398382e-01   1.54903057e-01
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   -1.99709052e-01  -4.89316506e-02]
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   -1.63452503e-02  -1.30475898e-02]
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   -1.72277311e-01  -2.16809668e-01]
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   -8.57552068e-02  -4.81284637e-04]
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 [ -1.70700522e-02  -1.98910520e-01   1.94027374e-01  -2.66153693e-01
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[[ 0.63894952]
 [ 1.69846154]
 [ 0.26361435]
 [ 0.89820279]
 [-2.72675824]
 [-0.25688756]
 [-1.69083712]
 [ 0.08386963]
 [ 0.71184409]
 [ 0.90582063]]
Progress: 39.5% ... Training loss: 0.275 ... Validation loss: 0.441[[  1.59102891e-01   2.24294907e-01  -1.06084119e-01   1.04946500e-01
   -5.15159420e-01  -7.00947796e-02  -5.83480379e-02   1.20930266e-01
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 [  3.20773596e-02   8.72026707e-02   2.44964607e-01   7.75335822e-02
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   -1.83125673e-01   1.09633123e-01]
 [  7.27705512e-02   3.87058718e-02   1.07439171e-01   7.12381904e-03
   -2.39131393e-01   6.82066564e-02   5.63601692e-02  -2.70991577e-01
   -1.78504923e-02  -8.86339264e-02]
 [ -1.34017064e-02   9.37336842e-02   8.32464402e-02  -3.53172218e-02
   -3.94320106e-02   1.81491206e-01   9.87445698e-02   1.17878190e-01
   -2.57962664e-02   1.66692492e-01]
 [  2.24215197e-01   8.38982975e-02   2.98323842e-02   8.44786239e-02
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   -5.15499365e-02  -1.67304872e-02]
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 [  2.55793460e-01   3.23101959e-01   2.47661168e-01   1.52626693e-01
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   -4.60687082e-02   1.30669725e-01  -1.05659674e-01  -1.52340733e-02
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   -2.08018114e-01   3.13063691e-02]
 [  8.80768235e-03  -4.04996293e-01  -1.28142260e-01  -1.63138694e-01
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   -1.66775625e-01  -2.24155975e-01]
 [  1.12250410e-01  -2.40177906e-01  -1.55532669e-01  -2.32501767e-02
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 [ -1.15364753e-01   5.93458555e-02   2.64725337e-01  -3.70926196e-03
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   -1.10041157e-01  -5.58435809e-02]
 [ -3.47034964e-01   1.45803679e-02   1.50060443e-02  -2.40650464e-02
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   -8.38395886e-02   7.67757586e-02]
 [  1.44602446e-01   4.16086287e-03  -2.34230736e-01  -8.21637939e-02
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    1.39962705e-03  -1.88165208e-01]
 [  2.13235400e-01  -1.88509841e-01   6.52508766e-02  -2.05259474e-02
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    1.15141192e-01  -1.76835663e-01]
 [ -1.05698458e-01  -8.36470007e-02   1.21381192e-01   1.09327229e-01
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    1.83341474e-01  -4.08006525e-03]
 [ -1.77111568e-02  -2.00198211e-01   1.93748752e-01  -2.67052345e-01
   -1.17221020e-01   1.21773895e-01   9.20582536e-02  -1.19144526e-01
    1.01541012e-02   2.06160122e-01]]
[[ 0.62835779]
 [ 1.68912276]
 [ 0.25521578]
 [ 0.89169785]
 [-2.74066293]
 [-0.26538209]
 [-1.697675  ]
 [ 0.07595312]
 [ 0.70367109]
 [ 0.89701223]]
Progress: 39.6% ... Training loss: 0.271 ... Validation loss: 0.443[[  1.57998070e-01   2.22454800e-01  -1.06473748e-01   1.03603810e-01
   -5.13572748e-01  -6.96309292e-02  -5.62487531e-02   1.20812572e-01
   -6.13124688e-02   1.86687840e-01]
 [  1.52972502e-02   1.50768919e-01  -1.87261174e-02   4.83544368e-02
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    1.43496385e-01  -2.60843934e-02]
 [  1.90524666e-01   7.60030238e-01   1.03845409e-02  -4.94788847e-02
    6.18637291e-01  -2.05859301e-02  -8.54950965e-01  -4.12136107e-02
    5.01683976e-02   2.77660891e-01]
 [  3.61704602e-02  -3.62027457e-01  -2.02294362e-01   1.55385148e-01
   -1.54206637e-02   1.34673268e-01   1.92429762e-01   6.25828917e-02
    1.10075174e-01   2.67342752e-01]
 [ -2.32971611e-02   9.38983976e-02  -1.50191055e-01   3.75343626e-02
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   -1.98257725e-01  -4.77183062e-02]
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   -1.69090073e-02  -1.36418287e-02]
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   -1.62280501e-02   6.94618897e-02  -1.27260811e-01  -2.95217196e-02
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   -1.11495107e-02  -1.24902847e-01]
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   -1.72450365e-01  -2.17135405e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.70775256e-01  -3.31058608e-01   1.00157508e-01   2.30688670e-01
   -1.30310840e-01  -6.95222100e-02   7.69023549e-02  -2.59330632e-01
   -2.58650254e-01  -7.00679241e-02]
 [  1.03382155e-01  -1.87301134e-01  -2.16839140e-02   1.20023382e-01
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   -6.71625913e-02   8.24129170e-02  -3.53962323e-02  -1.97231702e-02
   -8.73457775e-02  -2.43227058e-03]
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 [ -6.87965309e-02  -5.01952619e-02   2.75328135e-01   9.95607346e-02
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 [  5.66607077e-02  -2.52418378e-02   8.71076741e-02   8.57968209e-02
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   -2.94654181e-02  -6.29517206e-02]
 [  9.22512319e-03  -1.50324648e-01  -2.91881280e-01  -5.18503084e-02
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 [  5.02182726e-02  -2.13379492e-02  -1.15282717e-01   4.81730418e-02
   -1.14085947e-01   3.20331581e-01   2.63928444e-01   2.04865965e-01
   -1.57158035e-01  -5.79828969e-02]
 [  4.20740330e-03  -3.02517835e-03   1.23834277e-01   1.09393467e-01
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 [  1.16931512e-01   9.03288849e-02  -4.22499720e-02  -8.84478078e-02
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 [ -1.03832809e-01  -3.61407619e-02  -1.65817085e-02   1.95121346e-02
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   -1.82045634e-01  -3.79028804e-01]
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 [  1.03517814e-02  -4.76806834e-01  -4.37512203e-02  -1.07475871e-01
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   -3.64598120e-01  -2.20255398e-01]
 [ -1.75760327e-01  -6.25321492e-01  -1.13048802e-02  -2.08893120e-01
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   -7.19242454e-02   7.95989119e-02]
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   -8.98391720e-02  -1.37670388e-01]
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   -2.57232087e-01  -2.74724248e-02]
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   -1.28256233e-02  -1.23447514e-01]
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 [  3.56186490e-01   3.46891557e-01  -7.95829717e-02   3.20907542e-01
   -9.06555744e-01  -2.90114038e-01  -4.94497117e-01   1.78054311e-01
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 [  4.83639835e-02   1.31858202e-01   2.53674434e-01   2.49990503e-01
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   -1.38208336e-01  -2.88303707e-01]
 [  2.16115343e-02  -7.36393363e-02  -1.19552496e-01  -5.69866429e-02
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 [  2.19251141e-03  -4.83032109e-02  -6.67658393e-02  -5.02406571e-02
   -3.01629491e-02  -1.78067047e-01   8.07613200e-02   9.98630988e-03
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 [  3.13762028e-02   8.57464032e-02   2.44680270e-01   7.64771675e-02
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   -1.83922849e-01   1.08593089e-01]
 [  7.32443118e-02   3.97864059e-02   1.07668025e-01   7.93620287e-03
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   -1.72185305e-02  -8.78082892e-02]
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   -2.63039952e-02   1.66051187e-01]
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   -5.08539546e-02  -1.58137205e-02]
 [  4.37455063e-02   7.60402112e-03   1.72770076e-02   4.21159778e-02
   -4.20826755e-01  -1.23370278e-01  -2.14363037e-01   4.11214538e-02
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 [  5.84578146e-02   5.21622313e-01   1.27865446e-01   4.35893249e-01
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 [  1.82104398e-01   5.07053925e-01   6.84469538e-02   4.34249377e-01
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   -1.66862414e-01  -2.24258984e-01]
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   -1.10533958e-01  -5.66841242e-02]
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   -8.48926133e-02   7.54444936e-02]
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 [ -1.78889284e-02  -2.01004186e-01   1.93603206e-01  -2.67512452e-01
   -1.16760685e-01   1.21901769e-01   9.27733551e-02  -1.19186724e-01
    9.77040282e-03   2.05830130e-01]]
[[ 0.61877502]
 [ 1.68117633]
 [ 0.24591868]
 [ 0.88114141]
 [-2.74843426]
 [-0.27417704]
 [-1.70739523]
 [ 0.06547863]
 [ 0.69269216]
 [ 0.88570237]]
Progress: 39.6% ... Training loss: 0.276 ... Validation loss: 0.447[[  1.58340756e-01   2.23840585e-01  -1.06272912e-01   1.04205292e-01
   -5.13943766e-01  -6.98381518e-02  -5.74500258e-02   1.20870154e-01
   -6.06738073e-02   1.87556831e-01]
 [  1.55549742e-02   1.51345669e-01  -1.86237524e-02   4.87305472e-02
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    1.43776834e-01  -2.57016705e-02]
 [  1.90845981e-01   7.62845264e-01   1.05167400e-02  -4.90975936e-02
    6.17038535e-01  -2.07045367e-02  -8.57450398e-01  -4.11792953e-02
    5.04824400e-02   2.78406140e-01]
 [  3.57775894e-02  -3.65726923e-01  -2.02452181e-01   1.54957138e-01
   -1.64596621e-02   1.34807837e-01   1.95112639e-01   6.25542187e-02
    1.09716757e-01   2.66968082e-01]
 [ -2.44272067e-02   9.11926267e-02  -1.50616429e-01   3.60026421e-02
   -2.94069470e-02  -1.79208730e-01   7.06420425e-02  -1.18547341e-01
   -1.99312348e-01  -4.91839852e-02]
 [ -3.82447710e-01  -6.35800933e-01  -2.95485936e-01   1.68836267e-01
   -9.96830340e-02   3.76751989e-02   3.30789395e-01  -3.74858560e-02
   -1.51537111e-02  -1.14365760e-02]
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   -1.39684979e-02   6.96672620e-02  -1.25522103e-01  -2.95728805e-02
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   -9.52302576e-03  -1.22878528e-01]
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   -1.72341320e-01  -2.16994846e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.70300416e-01  -3.30471457e-01   1.00370724e-01   2.31486770e-01
   -1.33065505e-01  -6.97790975e-02   7.63607949e-02  -2.59267683e-01
   -2.58024540e-01  -6.93481720e-02]
 [  1.03557511e-01  -1.86972301e-01  -2.16256401e-02   1.20203877e-01
   -5.79351233e-02  -8.89640619e-02   2.38162045e-01   3.07130343e-03
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 [  3.90636339e-02  -1.03348959e-01  -2.09654412e-01   1.54886041e-01
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   -8.66470956e-02  -1.50069872e-03]
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 [  5.69391169e-02  -2.46772772e-02   8.72153170e-02   8.61714201e-02
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   -2.91726942e-02  -6.25757930e-02]
 [  9.79570288e-03  -1.48877169e-01  -2.91641868e-01  -5.10328867e-02
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 [  5.10802141e-02  -1.87997330e-02  -1.14905685e-01   4.95350691e-02
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   -1.56083307e-01  -5.66432811e-02]
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   -1.81639126e-01  -3.78530428e-01]
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 [  1.06137791e-02  -4.76944577e-01  -4.36521938e-02  -1.07096920e-01
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   -3.64292190e-01  -2.19882911e-01]
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   -7.17121494e-02   7.98719796e-02]
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   -8.93421110e-02  -1.37064299e-01]
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 [  3.56582724e-01   3.47617939e-01  -7.94324972e-02   3.21463978e-01
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 [  4.85851466e-02   1.32307928e-01   2.53776792e-01   2.50332272e-01
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   -1.37925220e-01  -2.87942041e-01]
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 [  3.08542117e-02   8.45342167e-02   2.44485696e-01   7.57458194e-02
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   -1.84502598e-01   1.07934423e-01]
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   -1.72286376e-02  -8.77847240e-02]
 [ -1.32273901e-02   9.44346471e-02   8.32864131e-02  -3.51226584e-02
   -3.96157904e-02   1.81415987e-01   9.82463604e-02   1.17888561e-01
   -2.56578870e-02   1.66903152e-01]
 [  2.24566464e-01   8.47918218e-02   2.99721778e-02   8.49537960e-02
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   -5.12083598e-02  -1.62599854e-02]
 [  4.42463733e-02   8.83472085e-03   1.74687850e-02   4.28170449e-02
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 [  2.55508023e-01   3.22701942e-01   2.47568874e-01   1.52377171e-01
   -4.64412441e-01   7.92216014e-02  -2.29496355e-01   1.62817501e-01
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   -3.32117909e-02   4.93346740e-02]
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   -2.75972719e-01  -9.49315109e-02]
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   -2.07719989e-01   3.16940056e-02]
 [  8.68897420e-03  -4.05672421e-01  -1.28204343e-01  -1.63311006e-01
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   -1.66877386e-01  -2.24292427e-01]
 [  1.12488515e-01  -2.39304183e-01  -1.55435620e-01  -2.26965114e-02
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 [ -1.15920459e-01   5.81167303e-02   2.64513552e-01  -4.31448265e-03
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   -1.10525117e-01  -5.66943828e-02]
 [ -3.48405049e-01   1.16029678e-02   1.44645752e-02  -2.60591606e-02
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   -8.53503283e-02   7.49486598e-02]
 [  1.45466379e-01   6.66345323e-03  -2.33833737e-01  -8.07230382e-02
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    1.16942775e-01  -1.74451247e-01]
 [ -1.05483879e-01  -8.40780661e-02   1.21478830e-01   1.09519124e-01
    4.27815983e-02  -1.14014108e-01   2.65109403e-01  -7.80964694e-02
    1.83677729e-01  -3.68177245e-03]
 [ -1.80481186e-02  -2.01929806e-01   1.93568537e-01  -2.67706282e-01
   -1.16034764e-01   1.21968073e-01   9.36761940e-02  -1.19204932e-01
    9.66891195e-03   2.05750921e-01]]
[[ 0.63130962]
 [ 1.68884071]
 [ 0.25724143]
 [ 0.89464213]
 [-2.73516149]
 [-0.26196658]
 [-1.69094601]
 [ 0.07643848]
 [ 0.70613183]
 [ 0.89678208]]
Progress: 39.7% ... Training loss: 0.270 ... Validation loss: 0.443[[  1.57925659e-01   2.21145122e-01  -1.06553900e-01   1.03221303e-01
   -5.11291751e-01  -6.95389272e-02  -5.57611390e-02   1.20803627e-01
   -6.12052953e-02   1.86978471e-01]
 [  1.56598120e-02   1.51550993e-01  -1.85754257e-02   4.89136186e-02
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    1.43905936e-01  -2.55310116e-02]
 [  1.91333810e-01   7.61076606e-01   1.05975682e-02  -4.88980023e-02
    6.20005912e-01  -2.07161763e-02  -8.58247435e-01  -4.11548226e-02
    5.06488394e-02   2.78987068e-01]
 [  3.48419608e-02  -3.67225037e-01  -2.02851866e-01   1.53440372e-01
   -1.17430255e-02   1.35134776e-01   1.97573065e-01   6.24526621e-02
    1.08637460e-01   2.65540950e-01]
 [ -2.19355493e-02   9.46211654e-02  -1.49554926e-01   3.99045344e-02
   -3.95063316e-02  -1.80247563e-01   6.58781848e-02  -1.18224068e-01
   -1.96424939e-01  -4.55200975e-02]
 [ -3.82449596e-01  -6.35929050e-01  -2.95506183e-01   1.68871510e-01
   -1.00307467e-01   3.76529567e-02   3.31241144e-01  -3.74821074e-02
   -1.51735317e-02  -1.14878736e-02]
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    7.47572978e-02  -2.99960435e-02]
 [ -1.77667542e-01  -1.54750876e-01  -3.03862665e-01  -2.42450424e-02
   -1.26009729e-02   6.99799595e-02  -1.23913780e-01  -2.96563954e-02
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 [  4.15475115e-02  -4.14615938e-01   8.32031140e-02   1.14513780e-02
   -1.19466110e-01  -1.14237623e-01   2.14076446e-01  -1.06821645e-01
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   -4.56630497e-02   1.62739581e-02   2.13849164e-01  -1.02838060e-01
   -9.81996944e-03  -1.23317431e-01]
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   -1.72467460e-01  -2.17172256e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.70413428e-01  -3.30572495e-01   1.00340887e-01   2.31458374e-01
   -1.33393323e-01  -6.97501220e-02   7.66532537e-02  -2.59276530e-01
   -2.58125082e-01  -6.95111530e-02]
 [  1.03763744e-01  -1.86794838e-01  -2.15354331e-02   1.20521966e-01
   -5.87970026e-02  -8.90625853e-02   2.38134049e-01   3.09950691e-03
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 [  3.90138029e-02  -1.03366529e-01  -2.09708723e-01   1.54736806e-01
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   -8.66910421e-02  -1.47623028e-03]
 [ -1.22409736e-01  -8.65473362e-02  -2.02716348e-01   1.55482894e-01
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[[ 0.62396223]
 [ 1.68436771]
 [ 0.25156744]
 [ 0.88683028]
 [-2.73732928]
 [-0.26899865]
 [-1.69672135]
 [ 0.06979602]
 [ 0.69696547]
 [ 0.88937372]]
Progress: 39.8% ... Training loss: 0.272 ... Validation loss: 0.445[[  1.61537732e-01   2.29281131e-01  -1.05007387e-01   1.08786637e-01
   -5.25820561e-01  -7.12184685e-02  -6.45740081e-02   1.21240907e-01
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 [  1.91428969e-01   7.63180845e-01   1.08068759e-02  -4.82364295e-02
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   -1.87540612e-02   1.34133629e-01   1.93067909e-01   6.27151195e-02
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   -1.74891529e-02  -8.80968892e-02]
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   -2.59549556e-02   1.66489434e-01]
 [  2.25000903e-01   8.60064270e-02   3.01325244e-02   8.55178173e-02
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   -5.08095966e-02  -1.56910341e-02]
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 [  1.11616000e-01  -2.41002023e-01  -1.55837347e-01  -2.40109404e-02
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 [  1.46869162e-01   9.51870149e-03  -2.33211938e-01  -7.84538076e-02
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 [ -1.04519656e-01  -8.30800141e-02   1.21817242e-01   1.10684181e-01
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    1.84607892e-01  -2.37054819e-03]
 [ -1.60050162e-02  -1.97192859e-01   1.94396935e-01  -2.64774770e-01
   -1.25345603e-01   1.21110438e-01   8.86245506e-02  -1.18989364e-01
    1.19969112e-02   2.08572209e-01]]
[[ 0.64505213]
 [ 1.69976714]
 [ 0.26935461]
 [ 0.90542435]
 [-2.7253585 ]
 [-0.25083943]
 [-1.67798312]
 [ 0.08867213]
 [ 0.71867799]
 [ 0.90997222]]
Progress: 39.8% ... Training loss: 0.278 ... Validation loss: 0.451[[  1.58737187e-01   2.23049385e-01  -1.06159367e-01   1.04802585e-01
   -5.13975737e-01  -7.01165513e-02  -5.80894847e-02   1.20873738e-01
   -5.99040059e-02   1.88697348e-01]
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 [  1.92101894e-01   7.62695776e-01   1.11323730e-02  -4.68770087e-02
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    5.21006908e-02   2.80953454e-01]
 [  3.55467260e-02  -3.67628920e-01  -2.02572190e-01   1.54561108e-01
   -1.27307779e-02   1.34856811e-01   1.97759871e-01   6.24622275e-02
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 [ -2.34519593e-02   9.16735860e-02  -1.50070002e-01   3.76796675e-02
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   -1.98027526e-01  -4.76996022e-02]
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   -1.63378358e-02  -1.29586561e-02]
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   -1.71733429e-01  -2.16224286e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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   -2.59636507e-01  -7.13970938e-02]
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   -2.70419477e-02  -5.98755987e-02]
 [  1.08459197e-02  -1.47115395e-01  -2.91197598e-01  -4.93752008e-02
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 [  1.05049510e-02  -4.78102810e-01  -4.37112174e-02  -1.07269711e-01
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 [  4.86014079e-02   1.32239486e-01   2.53793479e-01   2.50332028e-01
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   -5.13541750e-02  -1.63471536e-02]
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    1.84460883e-01  -2.52656272e-03]
 [ -1.71422642e-02  -1.99150755e-01   1.93902152e-01  -2.66401664e-01
   -1.22441353e-01   1.21572543e-01   9.09667426e-02  -1.19151147e-01
    1.07492061e-02   2.07027005e-01]]
[[ 0.63329148]
 [ 1.69350839]
 [ 0.25922102]
 [ 0.89206038]
 [-2.73540401]
 [-0.26316307]
 [-1.69536125]
 [ 0.07739322]
 [ 0.70462258]
 [ 0.89692313]]
Progress: 39.9% ... Training loss: 0.270 ... Validation loss: 0.442[[  1.60528762e-01   2.29456053e-01  -1.05365643e-01   1.07560713e-01
   -5.21687238e-01  -7.08931417e-02  -6.45700021e-02   1.21104049e-01
   -5.77258053e-02   1.91438331e-01]
 [  1.55402355e-02   1.51215299e-01  -1.86241659e-02   4.87403728e-02
    7.52928596e-02  -7.53732802e-03   3.13804153e-01   4.13897880e-02
    1.43751314e-01  -2.56938163e-02]
 [  1.91160461e-01   7.63264552e-01   1.07155716e-02  -4.84888699e-02
    6.19071504e-01  -2.09443759e-02  -8.61522246e-01  -4.10723014e-02
    5.09661359e-02   2.80195111e-01]
 [  3.47814092e-02  -3.71119020e-01  -2.02907467e-01   1.53619941e-01
   -8.83973326e-03   1.35171181e-01   2.01104577e-01   6.23920276e-02
    1.08260164e-01   2.65332650e-01]
 [ -2.35558107e-02   9.12216955e-02  -1.50146775e-01   3.74299423e-02
   -3.20965412e-02  -1.79494210e-01   6.99482958e-02  -1.18365400e-01
   -1.97953042e-01  -4.80604895e-02]
 [ -3.84323026e-01  -6.39821775e-01  -2.96314332e-01   1.66111525e-01
   -9.46210308e-02   3.84590617e-02   3.36031995e-01  -3.77560123e-02
   -1.74509580e-02  -1.44305808e-02]
 [ -8.02801730e-03  -2.40140512e-01   8.14348255e-03   8.70673687e-02
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 [ -1.76412621e-01  -1.51995955e-01  -3.03357219e-01  -2.23957452e-02
   -1.73904166e-02   6.93577855e-02  -1.27163770e-01  -2.95438515e-02
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 [  4.15875992e-02  -4.12187741e-01   8.32464566e-02   1.18529766e-02
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   -5.73005329e-02   1.48202054e-02   2.06852787e-01  -1.02479607e-01
   -6.34525152e-03  -1.19028536e-01]
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   -1.71874588e-01  -2.16402876e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.71704122e-01  -3.32345435e-01   9.97634812e-02   2.29581845e-01
   -1.30465286e-01  -6.91774408e-02   7.92637455e-02  -2.59466420e-01
   -2.59723810e-01  -7.15452390e-02]
 [  1.04182832e-01  -1.86502793e-01  -2.13775946e-02   1.21088150e-01
   -5.96857165e-02  -8.92482230e-02   2.37749402e-01   3.14228416e-03
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 [  3.89536941e-02  -1.03973932e-01  -2.09733546e-01   1.54675279e-01
   -6.87548159e-02   8.21032918e-02  -3.67294378e-02  -1.96737807e-02
   -8.67586069e-02  -1.69566835e-03]
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 [ -6.77114990e-02  -4.83342656e-02   2.75763338e-01   1.01223600e-01
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 [  5.89938420e-02  -2.04954677e-02   8.80197482e-02   8.90648650e-02
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   -2.68754958e-02  -5.97132926e-02]
 [  1.13345465e-02  -1.44411555e-01  -2.90952469e-01  -4.86252096e-02
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 [  5.08878875e-02  -1.96799932e-02  -1.14937295e-01   4.95417087e-02
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   -1.56023095e-01  -5.66728044e-02]
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 [ -3.12656274e-02  -1.19732919e-01  -7.51831391e-02  -1.27080801e-01
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   -1.81970487e-01  -3.79055865e-01]
 [ -2.02353067e-02  -4.30173693e-01  -3.18347714e-02  -7.73803822e-02
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 [  1.01835762e-02  -4.78935924e-01  -4.38447203e-02  -1.07750550e-01
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   -3.64767742e-01  -2.20520973e-01]
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   -7.11494172e-02   8.06050508e-02]
 [ -2.97825428e-01  -4.38496045e-01   5.50306929e-02  -4.88162031e-02
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   -8.97179013e-02  -1.37503640e-01]
 [ -2.06738811e-01  -3.26162761e-01   2.51568295e-01  -2.41904918e-01
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 [  9.76336712e-02   2.26523145e-01   1.58310890e-01  -1.10582686e-01
   -3.93379351e-02   5.57111030e-02  -1.27323518e-01   2.81262392e-01
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 [  3.58324357e-01   3.53392415e-01  -7.87030906e-02   3.23933196e-01
   -9.13918517e-01  -2.91029673e-01  -5.00229144e-01   1.78309806e-01
    3.95342668e-01  -1.58650009e-02]
 [  4.83433093e-02   1.31569094e-01   2.53687008e-01   2.49956060e-01
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   -1.38176573e-01  -2.88330118e-01]
 [  2.28064699e-02  -7.08644778e-02  -1.19120622e-01  -5.53461049e-02
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 [  2.01925515e-03  -4.85775963e-02  -6.68522245e-02  -5.06079490e-02
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 [  3.13958775e-02   8.64631388e-02   2.44713304e-01   7.65635086e-02
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   -1.83840437e-01   1.08618335e-01]
 [  7.18925397e-02   3.62675696e-02   1.07096615e-01   5.93107054e-03
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   -1.88049994e-02  -8.97324731e-02]
 [ -1.25594058e-02   9.56897704e-02   8.35771558e-02  -3.42089996e-02
   -4.18788683e-02   1.81120533e-01   9.71483930e-02   1.17972296e-01
   -2.48534543e-02   1.67814678e-01]
 [  2.24592645e-01   8.54766793e-02   2.99819407e-02   8.49115424e-02
    1.63359377e-02  -2.48800390e-02  -1.81955653e-01   1.48739517e-01
   -5.13028810e-02  -1.62947516e-02]
 [  4.35509341e-02   7.34050656e-03   1.71718641e-02   4.17215145e-02
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 [  5.82534895e-02   5.22278151e-01   1.27727720e-01   4.35560125e-01
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 [  2.57654749e-01   3.27656914e-01   2.48563581e-01   1.55939489e-01
   -4.76076250e-01   7.82278578e-02  -2.34884333e-01   1.63119792e-01
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 [ -7.37778312e-02   2.27714040e-01   2.41326456e-01   1.68521168e-02
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   -3.23137090e-02   5.04277608e-02]
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   -2.76181026e-01  -9.51879156e-02]
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   -2.07565785e-01   3.18991204e-02]
 [  7.96829998e-03  -4.07653592e-01  -1.28495020e-01  -1.64345324e-01
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   -1.67682124e-01  -2.25264932e-01]
 [  1.11960640e-01  -2.39771793e-01  -1.55688159e-01  -2.34127838e-02
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 [ -1.14268144e-01   6.04469850e-02   2.65228130e-01  -1.75285149e-03
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   -1.08527180e-01  -5.44747204e-02]
 [ -3.49932266e-01   7.15878325e-03   1.38069095e-02  -2.83646173e-02
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   -8.71476022e-02   7.28072807e-02]
 [  1.45994446e-01   8.07363639e-03  -2.33467999e-01  -7.93305669e-02
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 [  2.15344949e-01  -1.84519419e-01   6.61128601e-02  -1.72800845e-02
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    1.17485364e-01  -1.73749337e-01]
 [ -1.05671322e-01  -8.50820415e-02   1.21334572e-01   1.09009187e-01
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    1.83206009e-01  -3.97087993e-03]
 [ -1.66666021e-02  -1.96762779e-01   1.94091468e-01  -2.65843501e-01
   -1.24413929e-01   1.21372076e-01   8.86855469e-02  -1.19101427e-01
    1.12735511e-02   2.07699345e-01]]
[[ 0.64310055]
 [ 1.70142523]
 [ 0.26678466]
 [ 0.89997017]
 [-2.7300325 ]
 [-0.25541178]
 [-1.68691156]
 [ 0.08520839]
 [ 0.71560457]
 [ 0.90463658]]
Progress: 39.9% ... Training loss: 0.274 ... Validation loss: 0.444[[  1.57849796e-01   2.22997239e-01  -1.06531765e-01   1.03365705e-01
   -5.10917559e-01  -6.97465684e-02  -5.82907909e-02   1.20733194e-01
   -6.09576940e-02   1.87585030e-01]
 [  1.60420123e-02   1.52422775e-01  -1.84280406e-02   4.93759061e-02
    7.37021624e-02  -7.73898554e-03   3.12361101e-01   4.14551936e-02
    1.44250271e-01  -2.49756447e-02]
 [  1.89974972e-01   7.59704539e-01   1.02953855e-02  -4.99696440e-02
    6.23185609e-01  -2.05657205e-02  -8.58193042e-01  -4.12225286e-02
    4.95738467e-02   2.78730975e-01]
 [  3.51466890e-02  -3.72442424e-01  -2.02789046e-01   1.54140185e-01
   -1.01868694e-02   1.35070441e-01   2.02942305e-01   6.24258298e-02
    1.08838180e-01   2.65823722e-01]
 [ -2.33499041e-02   9.17923367e-02  -1.50163334e-01   3.76431777e-02
   -3.40070350e-02  -1.79548450e-01   6.94808621e-02  -1.18346056e-01
   -1.97945912e-01  -4.78934756e-02]
 [ -3.85242668e-01  -6.41456775e-01  -2.96757783e-01   1.64534870e-01
   -9.09954574e-02   3.88826812e-02   3.37515095e-01  -3.78907974e-02
   -1.86059444e-02  -1.58423066e-02]
 [ -9.07878398e-03  -2.42527510e-01   7.75406760e-03   8.56783822e-02
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    1.92794114e-01   2.96963025e-02]
 [  1.05736671e-01  -2.63484650e-01   3.17579894e-02  -7.83345447e-02
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    7.48614329e-02  -2.96297716e-02]
 [ -1.76243048e-01  -1.52042888e-01  -3.03273513e-01  -2.21641879e-02
   -1.85221980e-02   6.93174180e-02  -1.26865915e-01  -2.95197461e-02
    2.63160304e-01  -1.34590638e-01]
 [  3.89340737e-02  -4.17538078e-01   8.21555284e-02   7.92775866e-03
   -1.15028108e-01  -1.13437503e-01   2.17177683e-01  -1.07180555e-01
    8.06504624e-03   8.23593174e-02]
 [ -8.49122154e-02  -8.99741840e-02   1.81145923e-03  -1.39916480e-01
   -4.94701868e-02   1.58428561e-02   2.13014706e-01  -1.02813516e-01
   -9.09524173e-03  -1.22507267e-01]
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   -1.71798791e-01  -2.16318475e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.72312030e-01  -3.33192005e-01   9.94622515e-02   2.28570154e-01
   -1.28881168e-01  -6.88915701e-02   8.02329678e-02  -2.59557426e-01
   -2.60473790e-01  -7.24919860e-02]
 [  1.04120928e-01  -1.86833131e-01  -2.14028204e-02   1.20897510e-01
   -5.83812255e-02  -8.92209025e-02   2.37769992e-01   3.13381691e-03
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 [  3.82681627e-02  -1.05731183e-01  -2.10026825e-01   1.53731645e-01
   -6.66487441e-02   8.23829737e-02  -3.49649832e-02  -1.97584018e-02
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[[ 0.62673419]
 [ 1.68843852]
 [ 0.24971921]
 [ 0.88287   ]
 [-2.74330585]
 [-0.27212495]
 [-1.70583534]
 [ 0.06804897]
 [ 0.69957243]
 [ 0.88693496]]
Progress: 40.0% ... Training loss: 0.273 ... Validation loss: 0.444[[  1.57774319e-01   2.23050962e-01  -1.06550942e-01   1.03262257e-01
   -5.10451298e-01  -6.96873188e-02  -5.83563119e-02   1.20703760e-01
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 [  1.88559791e-01   7.58209904e-01   9.67368343e-03  -5.23822545e-02
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 [ -2.51465330e-02   8.78226148e-02  -1.50936695e-01   3.48666843e-02
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   -1.83214106e-02  -8.91227214e-02]
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   -2.52770748e-02   1.67291036e-01]
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    1.19201438e-01  -1.71619296e-01]
 [ -1.06791503e-01  -8.72858189e-02   1.20855480e-01   1.07377775e-01
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    1.81905241e-01  -5.61717883e-03]
 [ -1.96799790e-02  -2.03905616e-01   1.92718706e-01  -2.70618589e-01
   -1.14866692e-01   1.22712351e-01   9.56354282e-02  -1.19521469e-01
    7.82246617e-03   2.03259493e-01]]
[[ 0.6241993 ]
 [ 1.68547228]
 [ 0.24886854]
 [ 0.8814729 ]
 [-2.73996984]
 [-0.27110092]
 [-1.70271692]
 [ 0.06804423]
 [ 0.69748738]
 [ 0.88445166]]
Progress: 40.0% ... Training loss: 0.274 ... Validation loss: 0.448[[  1.61278894e-01   2.32710750e-01  -1.05183800e-01   1.08199835e-01
   -5.23946396e-01  -7.11215783e-02  -6.83330764e-02   1.21060376e-01
   -5.69749404e-02   1.92243905e-01]
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    1.44258067e-01  -2.49605322e-02]
 [  1.92066373e-01   7.66538822e-01   1.09946594e-02  -4.76485497e-02
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    5.15910980e-02   2.81211379e-01]
 [  3.84872157e-02  -3.68233589e-01  -2.01444508e-01   1.59283749e-01
   -2.30150465e-02   1.33670099e-01   1.98055213e-01   6.28210955e-02
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 [ -2.05377748e-02   9.89372662e-02  -1.49182614e-01   4.13333879e-02
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   -9.34290265e-03  -1.22872066e-01]
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   -1.69131675e-01  -2.13091174e-01]
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   -2.62198476e-02  -5.88974572e-02]
 [  1.27811766e-02  -1.40270137e-01  -2.90407511e-01  -4.66231606e-02
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 [  4.77618083e-02   1.30698784e-01   2.53469517e-01   2.49055694e-01
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 [ -1.07521000e-01  -8.89420297e-02   1.20550377e-01   1.06282819e-01
    4.97022527e-02  -1.13180825e-01   2.69313872e-01  -7.83694591e-02
    1.81076011e-01  -6.72679691e-03]
 [ -1.86927661e-02  -2.00667088e-01   1.93115656e-01  -2.69237278e-01
   -1.20044795e-01   1.22259678e-01   9.23089378e-02  -1.19426107e-01
    8.99782846e-03   2.04519779e-01]]
[[ 0.63694862]
 [ 1.69676543]
 [ 0.25916025]
 [ 0.89475892]
 [-2.7268591 ]
 [-0.26016655]
 [-1.69101987]
 [ 0.07934913]
 [ 0.70884831]
 [ 0.89982343]]
Progress: 40.0% ... Training loss: 0.271 ... Validation loss: 0.443[[  1.61969585e-01   2.34325513e-01  -1.04909570e-01   1.09035886e-01
   -5.24341526e-01  -7.14604575e-02  -6.96417908e-02   1.21142341e-01
   -5.62788663e-02   1.93329823e-01]
 [  1.69648186e-02   1.54624142e-01  -1.80463325e-02   5.06469368e-02
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    1.45262422e-01  -2.36959239e-02]
 [  1.91728031e-01   7.66147726e-01   1.09012728e-02  -4.78911894e-02
    6.19820558e-01  -2.12597010e-02  -8.64740529e-01  -4.10752637e-02
    5.13191074e-02   2.80686406e-01]
 [  3.90114156e-02  -3.67819321e-01  -2.01169952e-01   1.60018822e-01
   -2.65114967e-02   1.33453848e-01   1.97545871e-01   6.29113734e-02
    1.13082321e-01   2.71697032e-01]
 [ -2.25339750e-02   9.44850568e-02  -1.50105809e-01   3.84345103e-02
   -3.65255979e-02  -1.79869136e-01   6.61395038e-02  -1.18355927e-01
   -1.97243722e-01  -4.73441922e-02]
 [ -3.83713804e-01  -6.38958546e-01  -2.96117428e-01   1.66783484e-01
   -9.86013729e-02   3.80901697e-02   3.34466654e-01  -3.77033691e-02
   -1.67907914e-02  -1.36145942e-02]
 [ -6.21845513e-03  -2.35637789e-01   8.89190193e-03   8.96716437e-02
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   -8.86485196e-03  -1.22217792e-01]
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   -1.68438541e-01  -2.12239342e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.71633882e-01  -3.32075731e-01   9.97323623e-02   2.29601477e-01
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   -2.59714392e-01  -7.15485679e-02]
 [  1.04183548e-01  -1.86969249e-01  -2.13934712e-02   1.20895163e-01
   -5.80491105e-02  -8.92646827e-02   2.37765917e-01   3.14997303e-03
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 [  3.82708691e-02  -1.06487482e-01  -2.10001804e-01   1.53785754e-01
   -6.77883195e-02   8.22903845e-02  -3.44058378e-02  -1.97599621e-02
   -8.73871539e-02  -2.58875012e-03]
 [ -1.20171578e-01  -8.04205503e-02  -2.01808808e-01   1.58555798e-01
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 [ -6.89168009e-02  -5.18390417e-02   2.75287477e-01   9.94802268e-02
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 [  6.01687255e-02  -1.71460740e-02   8.85364464e-02   9.08838360e-02
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   -2.54309421e-02  -5.78854150e-02]
 [  1.26539353e-02  -1.40551947e-01  -2.90491475e-01  -4.69070969e-02
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 [  4.91018197e-02  -2.45423427e-02  -1.15749340e-01   4.67926015e-02
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   -1.82432751e-01  -3.79691820e-01]
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 [  1.02021718e-02  -4.79563084e-01  -4.38440387e-02  -1.07726804e-01
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   -3.64750322e-01  -2.20518380e-01]
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   -7.02657082e-02   8.18134079e-02]
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   -9.03474197e-02  -1.38173882e-01]
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 [  3.56622164e-01   3.48765822e-01  -7.94434791e-02   3.21120862e-01
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 [  4.78960054e-02   1.30897505e-01   2.53531985e-01   2.49230902e-01
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 [  2.29032164e-02  -7.04729784e-02  -1.19087787e-01  -5.52557795e-02
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   -1.83557677e-01   1.08851648e-01]
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   -1.79112395e-02  -8.86877559e-02]
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   -2.41210502e-02   1.68785584e-01]
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   -1.06878614e-01  -5.23499362e-02]
 [ -3.49468006e-01   8.55163406e-03   1.39939418e-02  -2.75493036e-02
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   -8.65492955e-02   7.32679156e-02]
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 [ -1.06124781e-01  -8.56616431e-02   1.21159770e-01   1.08194468e-01
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    1.82589071e-01  -4.71007054e-03]
 [ -1.82452627e-02  -1.98440206e-01   1.93314857e-01  -2.68511170e-01
   -1.22486869e-01   1.22050646e-01   9.05016523e-02  -1.19371756e-01
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[[ 0.64248746]
 [ 1.69968774]
 [ 0.26577694]
 [ 0.90171762]
 [-2.72427958]
 [-0.25295506]
 [-1.6831681 ]
 [ 0.08415775]
 [ 0.71516653]
 [ 0.90564195]]
Progress: 40.1% ... Training loss: 0.275 ... Validation loss: 0.446[[  1.61125773e-01   2.33057020e-01  -1.05278272e-01   1.07761966e-01
   -5.22050300e-01  -7.10385628e-02  -6.79749005e-02   1.21009658e-01
   -5.73956584e-02   1.92176799e-01]
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 [  1.94538841e-01   7.69057222e-01   1.20488897e-02  -4.41617491e-02
    6.13578515e-01  -2.22826678e-02  -8.68381725e-01  -4.07130072e-02
    5.43690623e-02   2.84637135e-01]
 [  3.84963762e-02  -3.66385904e-01  -2.01156557e-01   1.59829676e-01
   -2.26588983e-02   1.33541015e-01   1.97585200e-01   6.28682946e-02
    1.12611542e-01   2.71292769e-01]
 [ -2.13233361e-02   9.78478372e-02  -1.49620300e-01   4.01913069e-02
   -4.18701449e-02  -1.80289829e-01   6.30171798e-02  -1.18174207e-01
   -1.96050748e-01  -4.57021771e-02]
 [ -3.86407002e-01  -6.43032269e-01  -2.97226168e-01   1.63086596e-01
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   -1.99315357e-02  -1.75535586e-02]
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   -1.04989888e-02   7.01738964e-02  -1.21426452e-01  -2.97564740e-02
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 [  3.90070712e-02  -4.15164512e-01   8.20189625e-02   7.77665614e-03
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   -1.02146919e-02  -1.23914870e-01]
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   -1.68240412e-01  -2.12011470e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.72292616e-01  -3.32988567e-01   9.94132612e-02   2.28659172e-01
   -1.31730228e-01  -6.89295306e-02   8.00949239e-02  -2.59567066e-01
   -2.60545402e-01  -7.25611361e-02]
 [  1.03641934e-01  -1.87535634e-01  -2.16055591e-02   1.20200386e-01
   -5.70503411e-02  -8.90613910e-02   2.38442041e-01   3.07855286e-03
    2.82532759e-02   6.07533615e-03]
 [  3.69322390e-02  -1.08879873e-01  -2.10511726e-01   1.51947876e-01
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[[ 0.63393424]
 [ 1.69821985]
 [ 0.25690891]
 [ 0.89080255]
 [-2.73201601]
 [-0.26379895]
 [-1.70155851]
 [ 0.07591717]
 [ 0.70623   ]
 [ 0.89764939]]
Progress: 40.1% ... Training loss: 0.270 ... Validation loss: 0.441[[  1.61813314e-01   2.34664604e-01  -1.05011215e-01   1.08628873e-01
   -5.22346992e-01  -7.12563561e-02  -6.93101204e-02   1.21105408e-01
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 [  1.94370605e-01   7.68430723e-01   1.19247123e-02  -4.43927889e-02
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   -1.84103677e-02  -8.93068360e-02]
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   -5.12291412e-02  -1.61779584e-02]
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 [  1.12007832e-01  -2.36446406e-01  -1.55641413e-01  -2.29879855e-02
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 [ -3.46561496e-01   1.40362453e-02   1.51792775e-02  -2.35648525e-02
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   -8.33611083e-02   7.72345092e-02]
 [  1.44736485e-01   4.42736438e-03  -2.33986694e-01  -8.10248601e-02
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 [ -1.07155628e-01  -8.83026077e-02   1.20715156e-01   1.06755403e-01
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    1.81431168e-01  -6.13500501e-03]
 [ -1.88141032e-02  -1.99905072e-01   1.93035948e-01  -2.69473236e-01
   -1.22831301e-01   1.22312743e-01   9.16462691e-02  -1.19466791e-01
    8.92663839e-03   2.04481795e-01]]
[[ 0.64142006]
 [ 1.70502757]
 [ 0.26253234]
 [ 0.89990577]
 [-2.72961877]
 [-0.26132475]
 [-1.69661561]
 [ 0.08291976]
 [ 0.71477941]
 [ 0.90473575]]
Progress: 40.2% ... Training loss: 0.274 ... Validation loss: 0.440[[  1.62191979e-01   2.35722460e-01  -1.04772531e-01   1.09349937e-01
   -5.23965389e-01  -7.14098873e-02  -6.99746374e-02   1.21186505e-01
   -5.61003145e-02   1.93778057e-01]
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 [  1.94326444e-01   7.68644937e-01   1.19630296e-02  -4.43383084e-02
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    5.41814420e-02   2.84113519e-01]
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   -1.66723255e-02   1.33865907e-01   2.01451475e-01   6.26943308e-02
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 [ -2.23187276e-02   9.39812830e-02  -1.49944423e-01   3.90116194e-02
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   -9.64806359e-03  -1.23171176e-01]
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   -1.67366957e-01  -2.11109291e-01]
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   -8.75047107e-02  -2.80528222e-03]
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 [  5.97814423e-02  -1.87421514e-02   8.83920030e-02   9.03447808e-02
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   -2.57535520e-02  -5.83656242e-02]
 [  1.25778948e-02  -1.40242997e-01  -2.90518787e-01  -4.69218618e-02
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 [  4.65901462e-02  -3.16350655e-02  -1.16816805e-01   4.31049269e-02
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   -1.82602745e-01  -3.79963172e-01]
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 [  3.58721201e-01   3.55598051e-01  -7.84642642e-02   3.24315009e-01
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 [  4.82653494e-02   1.31818540e-01   2.53689887e-01   2.49738887e-01
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    7.81373938e-02  -3.84795067e-02   3.91206003e-02  -1.36320429e-01
    1.17982562e-01  -1.73054813e-01]
 [ -1.07000572e-01  -8.80727059e-02   1.20777383e-01   1.06988528e-01
    4.79475627e-02  -1.13397618e-01   2.68237259e-01  -7.83009674e-02
    1.81632564e-01  -5.82336468e-03]
 [ -1.88899244e-02  -2.00009623e-01   1.93021444e-01  -2.69533738e-01
   -1.23864987e-01   1.22301321e-01   9.19526307e-02  -1.19471665e-01
    8.91224955e-03   2.04290393e-01]]
[[ 0.64368628]
 [ 1.70817518]
 [ 0.26525785]
 [ 0.90386368]
 [-2.72945884]
 [-0.25931692]
 [-1.69560202]
 [ 0.08631592]
 [ 0.7194354 ]
 [ 0.9077084 ]]
Progress: 40.2% ... Training loss: 0.275 ... Validation loss: 0.441[[  1.63661585e-01   2.38762284e-01  -1.04199167e-01   1.11445632e-01
   -5.29435565e-01  -7.19862112e-02  -7.28017848e-02   1.21381193e-01
   -5.45027690e-02   1.95713320e-01]
 [  1.71883625e-02   1.54836668e-01  -1.79363164e-02   5.10394057e-02
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    1.45573426e-01  -2.33212003e-02]
 [  1.92679873e-01   7.63951174e-01   1.12137636e-02  -4.70550817e-02
    6.19603730e-01  -2.14582892e-02  -8.62611302e-01  -4.09721050e-02
    5.21103440e-02   2.81513625e-01]
 [  3.58818854e-02  -3.75164773e-01  -2.02230590e-01   1.56500153e-01
   -1.34409680e-02   1.34479977e-01   2.04484306e-01   6.24922397e-02
    1.09598199e-01   2.67523260e-01]
 [ -2.73088629e-02   8.32121476e-02  -1.51987401e-01   3.20156979e-02
   -2.22388444e-02  -1.77948730e-01   7.71170714e-02  -1.18941966e-01
   -2.02280685e-01  -5.38360164e-02]
 [ -3.85554458e-01  -6.41155717e-01  -2.96887057e-01   1.64432086e-01
   -9.63606337e-02   3.88550983e-02   3.37863577e-01  -3.79519331e-02
   -1.88962870e-02  -1.62629076e-02]
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   -7.75387223e-03  -7.10134706e-02   1.86617408e-01  -1.91054002e-01
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 [  3.82078513e-02  -4.17968638e-01   8.16098850e-02   6.36929786e-03
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   -8.37763574e-03  -1.21653462e-01]
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   -1.67391408e-01  -2.11068723e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.72871564e-01  -3.33615022e-01   9.92028896e-02   2.27993087e-01
   -1.30324785e-01  -6.86752511e-02   8.10247242e-02  -2.59643984e-01
   -2.61229733e-01  -7.34598370e-02]
 [  1.03709044e-01  -1.86896631e-01  -2.15995169e-02   1.20204897e-01
   -5.73387237e-02  -8.90470684e-02   2.38092172e-01   3.08205086e-03
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 [  3.81013594e-02  -1.06591979e-01  -2.10036936e-01   1.53650527e-01
   -6.80653412e-02   8.23273375e-02  -3.42450046e-02  -1.97813959e-02
   -8.75342370e-02  -2.76948431e-03]
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 [ -6.67748010e-02  -4.68111001e-02   2.76137434e-01   1.02581764e-01
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 [  6.01088683e-02  -1.77093409e-02   8.84852089e-02   9.06926479e-02
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   -2.54736265e-02  -5.80899769e-02]
 [  1.27953406e-02  -1.40101835e-01  -2.90415889e-01  -4.65703071e-02
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 [  4.54176306e-02  -3.51687809e-02  -1.17333087e-01   4.13099472e-02
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   -1.62630099e-01  -6.43631274e-02]
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   -1.82366596e-01  -3.79690228e-01]
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 [  9.85896451e-03  -4.80882294e-01  -4.39842903e-02  -1.08208827e-01
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   -3.65118618e-01  -2.20985953e-01]
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   -7.03930361e-02   8.16765675e-02]
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   -9.15433114e-02  -1.39644452e-01]
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 [  3.57818404e-01   3.52535683e-01  -7.88367009e-02   3.23005273e-01
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 [  4.82755502e-02   1.31510832e-01   2.53703510e-01   2.49739829e-01
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   -1.38277484e-01  -2.88513384e-01]
 [  2.19467100e-02  -7.25988910e-02  -1.19508784e-01  -5.66222638e-02
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   -1.83908029e-01   1.08377696e-01]
 [  7.14469885e-02   3.65651275e-02   1.06860534e-01   5.21533172e-03
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   -1.93551775e-02  -9.04920642e-02]
 [ -1.27710462e-02   9.53676232e-02   8.34734831e-02  -3.45771901e-02
   -4.03933526e-02   1.81186424e-01   9.73122835e-02   1.17931764e-01
   -2.51625904e-02   1.67534727e-01]
 [  2.24740983e-01   8.63264065e-02   2.99552211e-02   8.50079256e-02
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   -5.11943800e-02  -1.61116376e-02]
 [  4.33231300e-02   7.95471955e-03   1.70344095e-02   4.12225332e-02
   -4.19805149e-01  -1.23215779e-01  -2.14266242e-01   4.10179044e-02
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   -4.80658282e-01   7.78943110e-02  -2.36818268e-01   1.63205822e-01
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   -3.35500758e-02   4.88448190e-02]
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   -2.08056743e-01   3.13187044e-02]
 [  7.75138121e-03  -4.09321645e-01  -1.28634078e-01  -1.64684918e-01
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 [  1.11001589e-01  -2.40145339e-01  -1.56108299e-01  -2.44487486e-02
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 [ -1.14716918e-01   5.68230553e-02   2.65065471e-01  -2.59040079e-03
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   -1.09123061e-01  -5.52463899e-02]
 [ -3.45911800e-01   1.55143756e-02   1.54387529e-02  -2.25810902e-02
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   -8.26274922e-02   7.81459963e-02]
 [  1.45378756e-01   5.06934325e-03  -2.33752690e-01  -8.00819019e-02
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 [  2.15337633e-01  -1.86222677e-01   6.61590176e-02  -1.70384975e-02
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 [ -1.06861091e-01  -8.79954094e-02   1.20859762e-01   1.07225196e-01
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    1.81771528e-01  -5.65788922e-03]
 [ -1.89658079e-02  -2.00538966e-01   1.92988486e-01  -2.69637997e-01
   -1.25405339e-01   1.22330023e-01   9.24447202e-02  -1.19485167e-01
    8.91427571e-03   2.04246757e-01]]
[[ 0.63912272]
 [ 1.70665632]
 [ 0.26309983]
 [ 0.90030084]
 [-2.73653703]
 [-0.26175782]
 [-1.70036592]
 [ 0.08408938]
 [ 0.71718386]
 [ 0.90391479]]
Progress: 40.3% ... Training loss: 0.272 ... Validation loss: 0.442[[  1.65464720e-01   2.43963945e-01  -1.03405753e-01   1.13966934e-01
   -5.35702859e-01  -7.26863706e-02  -7.84589767e-02   1.21634324e-01
   -5.23420917e-02   1.98468908e-01]
 [  1.66723371e-02   1.53619381e-01  -1.81385777e-02   5.03125087e-02
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 [  1.94591125e-01   7.69283109e-01   1.21332805e-02  -4.42866548e-02
    6.15635637e-01  -2.22427755e-02  -8.69370235e-01  -4.06918627e-02
    5.44495249e-02   2.84815339e-01]
 [  3.63091565e-02  -3.75513905e-01  -2.02103932e-01   1.57138137e-01
   -1.23195750e-02   1.34206909e-01   2.05347076e-01   6.25821574e-02
    1.10087801e-01   2.67590917e-01]
 [ -2.46162610e-02   8.86609640e-02  -1.50802071e-01   3.61328148e-02
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   -1.98940326e-01  -4.97126057e-02]
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   -2.01121941e-02  -1.76962925e-02]
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   -1.91770212e-02   6.93425724e-02  -1.24417281e-01  -2.95040162e-02
    2.63304346e-01  -1.34507949e-01]
 [  3.89873351e-02  -4.14563739e-01   8.19489780e-02   7.60755292e-03
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 [ -8.35234852e-02  -8.96105879e-02   2.55916217e-03  -1.37792017e-01
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   -7.46740535e-03  -1.20667763e-01]
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   -1.67445288e-01  -2.11006648e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.73219053e-01  -3.34154731e-01   9.90504510e-02   2.27545346e-01
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   -2.61653848e-01  -7.40088663e-02]
 [  1.03347347e-01  -1.87529596e-01  -2.17571587e-02   1.19668129e-01
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[[ 0.64626676]
 [ 1.71398132]
 [ 0.26519336]
 [ 0.90612669]
 [-2.73095079]
 [-0.25847119]
 [-1.69697794]
 [ 0.08737966]
 [ 0.72291975]
 [ 0.90900039]]
Progress: 40.4% ... Training loss: 0.277 ... Validation loss: 0.444[[  1.65705767e-01   2.44432923e-01  -1.03184658e-01   1.14484182e-01
   -5.35483872e-01  -7.28380238e-02  -7.91771932e-02   1.21701542e-01
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 [  4.81058378e-02   1.31006395e-01   2.53647107e-01   2.49519833e-01
   -6.13518958e-02  -1.96583794e-01  -1.78975532e-01  -1.32917288e-01
   -1.38453962e-01  -2.88550613e-01]
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 [  3.09020086e-02   8.59483197e-02   2.44455210e-01   7.57417649e-02
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   -1.84467524e-01   1.07650251e-01]
 [  7.20271004e-02   3.83800940e-02   1.07090339e-01   5.97635937e-03
   -2.35989767e-01   6.84759224e-02   5.71875144e-02  -2.71118720e-01
   -1.87822374e-02  -8.97632456e-02]
 [ -1.22069516e-02   9.69040906e-02   8.37276182e-02  -3.38062015e-02
   -4.26656490e-02   1.80975891e-01   9.57238018e-02   1.17995898e-01
   -2.45797229e-02   1.68280664e-01]
 [  2.24253737e-01   8.52555737e-02   2.97524274e-02   8.43177134e-02
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   -5.17586009e-02  -1.67905316e-02]
 [  4.34111186e-02   8.74119910e-03   1.70744188e-02   4.13442164e-02
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 [  2.57574504e-01   3.28057479e-01   2.48534348e-01   1.55914004e-01
   -4.77496944e-01   7.82214707e-02  -2.34912832e-01   1.63093665e-01
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   -3.32573798e-02   4.91571076e-02]
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 [  7.67754295e-03  -4.09319569e-01  -1.28665247e-01  -1.64773637e-01
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 [  1.12902452e-01  -2.35486517e-01  -1.55318175e-01  -2.14778755e-02
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 [ -1.15111272e-01   5.55731877e-02   2.64908810e-01  -3.20823917e-03
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   -1.09467149e-01  -5.58659507e-02]
 [ -3.46566635e-01   1.41021560e-02   1.51380141e-02  -2.35545638e-02
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   -8.34402304e-02   7.72273164e-02]
 [  1.46847151e-01   7.03849884e-03  -2.33073250e-01  -7.76340440e-02
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    4.56981844e-03  -1.83927408e-01]
 [  2.13628949e-01  -1.89202330e-01   6.55771895e-02  -1.90543655e-02
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    1.15902456e-01  -1.75406809e-01]
 [ -1.05357891e-01  -8.48822945e-02   1.21437394e-01   1.09056221e-01
    4.34781850e-02  -1.14059006e-01   2.64192760e-01  -7.80722259e-02
    1.83139084e-01  -3.60644215e-03]
 [ -2.23189879e-02  -2.06843103e-01   1.91537063e-01  -2.74742991e-01
   -1.14746430e-01   1.23813905e-01   9.96080296e-02  -1.19972395e-01
    4.92017508e-03   1.99426417e-01]]
[[ 0.64102379]
 [ 1.71225116]
 [ 0.25631673]
 [ 0.89755215]
 [-2.73665086]
 [-0.26610751]
 [-1.71024463]
 [ 0.08138803]
 [ 0.71544739]
 [ 0.90223352]]
Progress: 40.4% ... Training loss: 0.272 ... Validation loss: 0.438[[  1.63147680e-01   2.37550972e-01  -1.04218909e-01   1.10881465e-01
   -5.24310007e-01  -7.18078174e-02  -7.26200335e-02   1.21380637e-01
   -5.49386306e-02   1.95934986e-01]
 [  1.67636525e-02   1.53590964e-01  -1.80751694e-02   5.05248104e-02
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    1.45260307e-01  -2.38723819e-02]
 [  1.93258724e-01   7.67243428e-01   1.18015731e-02  -4.57426848e-02
    6.21319176e-01  -2.17550201e-02  -8.67759733e-01  -4.07911983e-02
    5.33475502e-02   2.83792887e-01]
 [  4.11173863e-02  -3.67041399e-01  -2.00083245e-01   1.64171776e-01
   -2.91073098e-02   1.32195780e-01   1.94079453e-01   6.32179092e-02
    1.15435923e-01   2.74382222e-01]
 [ -2.61132960e-02   8.39967716e-02  -1.51426821e-01   3.44007855e-02
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   -2.00182273e-01  -5.20760562e-02]
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   -2.22354144e-02  -2.02355260e-02]
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   -1.30417835e-02   7.00011001e-02  -1.19459227e-01  -2.97202181e-02
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 [  3.40947260e-02  -4.26221050e-01   7.99408013e-02   7.41857503e-04
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   -7.38589393e-03  -1.20520572e-01]
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   -1.68506985e-01  -2.12198334e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.73828877e-01  -3.35186729e-01   9.87605522e-02   2.26653906e-01
   -1.28748679e-01  -6.82444471e-02   8.32757013e-02  -2.59778738e-01
   -2.62468899e-01  -7.49831141e-02]
 [  1.03395647e-01  -1.87586037e-01  -2.17200916e-02   1.19765126e-01
   -5.54556230e-02  -8.89582729e-02   2.38905210e-01   3.04047753e-03
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 [  3.75502705e-02  -1.08556582e-01  -2.10270985e-01   1.52891290e-01
   -6.54661645e-02   8.25153048e-02  -3.22803951e-02  -1.98380488e-02
   -8.80412726e-02  -3.21502914e-03]
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 [ -6.74355885e-02  -4.82486457e-02   2.75905580e-01   1.01629510e-01
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 [  5.87434870e-02  -2.09596107e-02   8.79927877e-02   8.88239259e-02
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   -2.69126771e-02  -5.96146895e-02]
 [  1.24410399e-02  -1.40227268e-01  -2.90587520e-01  -4.71467334e-02
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 [  4.65991830e-02  -3.27043921e-02  -1.16745065e-01   4.33315328e-02
   -1.03581742e-01   3.21677592e-01   2.74319006e-01   2.04385771e-01
   -1.61043922e-01  -6.24292867e-02]
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   -9.30689054e-03   4.25258599e-02]
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   -1.82537782e-01  -3.79966380e-01]
 [ -1.95101934e-02  -4.30517276e-01  -3.15697546e-02  -7.62402543e-02
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 [  9.80805447e-03  -4.81379075e-01  -4.40018465e-02  -1.08262503e-01
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   -3.65162741e-01  -2.21053384e-01]
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   -7.00333886e-02   8.21541057e-02]
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   -9.10748488e-02  -1.39105729e-01]
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   -2.56922760e-01  -2.70080675e-02]
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   -1.33135843e-02  -1.24044703e-01]
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 [  3.59108489e-01   3.55610340e-01  -7.82491701e-02   3.24692499e-01
   -9.14949527e-01  -2.91295652e-01  -5.01744827e-01   1.78412660e-01
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 [  4.78613477e-02   1.30545081e-01   2.53544469e-01   2.49152504e-01
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   -1.38736183e-01  -2.88895117e-01]
 [  2.26015631e-02  -7.12301823e-02  -1.19262034e-01  -5.56465222e-02
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 [  2.05475329e-03  -4.75655809e-02  -6.67934798e-02  -5.05408902e-02
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 [  3.13359737e-02   8.72553514e-02   2.44630272e-01   7.64313934e-02
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   -1.83926824e-01   1.08318468e-01]
 [  7.17100799e-02   3.74987903e-02   1.06949387e-01   5.49944624e-03
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   -1.91641646e-02  -9.02237182e-02]
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   -4.33634580e-02   1.80895589e-01   9.51268909e-02   1.18020538e-01
   -2.43929742e-02   1.68530981e-01]
 [  2.23870459e-01   8.41377466e-02   2.95973516e-02   8.37752472e-02
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   -5.21603131e-02  -1.71985102e-02]
 [  4.33430373e-02   8.66849168e-03   1.70472599e-02   4.12501707e-02
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 [  5.92593508e-02   5.20971874e-01   1.28131758e-01   4.37191904e-01
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   -3.33223627e-02   4.90861016e-02]
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   -2.08423300e-01   3.08750843e-02]
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   -1.67945981e-01  -2.25633132e-01]
 [  1.13102190e-01  -2.34737271e-01  -1.55250884e-01  -2.09884244e-02
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 [ -1.16193832e-01   5.23703068e-02   2.64496397e-01  -4.68720682e-03
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   -1.10611669e-01  -5.73335885e-02]
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   -8.41504628e-02   7.64024067e-02]
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    1.07248379e-01  -2.99674209e-01   8.03508714e-02  -1.67201820e-01
    3.83384572e-03  -1.84758619e-01]
 [  2.14261339e-01  -1.88821999e-01   6.58190407e-02  -1.82793749e-02
    8.50326098e-02  -3.80003004e-02   4.33330080e-02  -1.36465298e-01
    1.16583944e-01  -1.74434647e-01]
 [ -1.05755693e-01  -8.56177182e-02   1.21282497e-01   1.08513270e-01
    4.48593570e-02  -1.13887812e-01   2.64978025e-01  -7.81221347e-02
    1.82741114e-01  -4.19438929e-03]
 [ -2.36597311e-02  -2.10369002e-01   1.90942904e-01  -2.76742731e-01
   -1.10814875e-01   1.24413835e-01   1.02879468e-01  -1.20161311e-01
    3.34722378e-03   1.97648208e-01]]
[[ 0.6295301 ]
 [ 1.69763891]
 [ 0.24446203]
 [ 0.88693338]
 [-2.74617628]
 [-0.27453634]
 [-1.71660754]
 [ 0.07236736]
 [ 0.70455116]
 [ 0.88995439]]
Progress: 40.5% ... Training loss: 0.272 ... Validation loss: 0.446[[  1.63309746e-01   2.39378827e-01  -1.04127165e-01   1.11047828e-01
   -5.26166679e-01  -7.18286091e-02  -7.40596884e-02   1.21401602e-01
   -5.48629765e-02   1.96185080e-01]
 [  1.68004957e-02   1.53538347e-01  -1.80385047e-02   5.06415616e-02
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    1.45357302e-01  -2.37356910e-02]
 [  1.97200028e-01   7.75039464e-01   1.33417183e-02  -4.02996403e-02
    6.10448707e-01  -2.34081624e-02  -8.76386068e-01  -4.03246123e-02
    5.75647169e-02   2.89493460e-01]
 [  4.08693505e-02  -3.68079270e-01  -2.00107688e-01   1.64085509e-01
   -2.64361507e-02   1.32255745e-01   1.94098665e-01   6.32318043e-02
    1.15017366e-01   2.74281513e-01]
 [ -2.56739393e-02   8.39635527e-02  -1.51188185e-01   3.53971146e-02
   -3.36500502e-02  -1.78804669e-01   7.46838100e-02  -1.18683054e-01
   -1.99609766e-01  -5.14568149e-02]
 [ -3.89094233e-01  -6.47845213e-01  -2.98449750e-01   1.59313179e-01
   -8.81627519e-02   4.03418446e-02   3.46486471e-01  -3.84247538e-02
   -2.31592477e-02  -2.13916933e-02]
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   -5.22510766e-03  -1.17644984e-01]
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   -1.68518573e-01  -2.12274965e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.74232808e-01  -3.35665309e-01   9.85919259e-02   2.26083498e-01
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   -2.62955314e-01  -7.55551476e-02]
 [  1.03501036e-01  -1.87683919e-01  -2.16775404e-02   1.19961361e-01
   -5.60442092e-02  -8.90179263e-02   2.38990996e-01   3.05443470e-03
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 [  3.76999273e-02  -1.07851112e-01  -2.10205393e-01   1.53040716e-01
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   -8.79272930e-02  -3.05744592e-03]
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 [  5.93830874e-02  -2.00476712e-02   8.81954564e-02   8.95645828e-02
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   -2.63031683e-02  -5.87996762e-02]
 [  1.24236027e-02  -1.40671162e-01  -2.90597568e-01  -4.72392126e-02
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 [  4.66638919e-02  -3.27076645e-02  -1.16735767e-01   4.33821468e-02
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   -1.82441032e-01  -3.79857741e-01]
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 [  1.02805791e-02  -4.81143232e-01  -4.38202159e-02  -1.07586936e-01
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   -3.64642025e-01  -2.20435841e-01]
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   -6.97247468e-02   8.25297968e-02]
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   -9.13863436e-02  -1.39522185e-01]
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 [  3.59839688e-01   3.58049559e-01  -7.79349107e-02   3.25819593e-01
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 [  4.79753986e-02   1.30859280e-01   2.53585693e-01   2.49308274e-01
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   -1.38609478e-01  -2.88756496e-01]
 [  2.26336422e-02  -7.11052879e-02  -1.19263296e-01  -5.56560151e-02
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 [  2.24344575e-03  -4.70658864e-02  -6.67150876e-02  -5.02359499e-02
   -3.23957936e-02  -1.78118873e-01   7.95318313e-02   9.98183032e-03
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 [  3.16673039e-02   8.80461963e-02   2.44765588e-01   7.68821084e-02
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   -1.83626279e-01   1.08752554e-01]
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   -1.89045768e-02  -8.98933033e-02]
 [ -1.12362988e-02   9.92351841e-02   8.41120794e-02  -3.24229706e-02
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   -2.34947534e-02   1.69651770e-01]
 [  2.25050083e-01   8.73124405e-02   3.00908322e-02   8.55654906e-02
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   -5.07584937e-02  -1.54058606e-02]
 [  4.32195507e-02   8.38646914e-03   1.69843294e-02   4.10180116e-02
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   -4.73726151e-01   7.87050838e-02  -2.32638117e-01   1.62948099e-01
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 [ -7.46873467e-02   2.25515126e-01   2.40964042e-01   1.55590843e-02
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   -3.32940821e-02   4.91209087e-02]
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   -2.78832687e-01  -9.85014102e-02]
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 [  8.39128430e-03  -4.08294631e-01  -1.28377252e-01  -1.63734556e-01
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   -1.67227832e-01  -2.24672645e-01]
 [  1.13596255e-01  -2.33433620e-01  -1.55043457e-01  -2.02706903e-02
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 [ -1.16309098e-01   5.20758528e-02   2.64454481e-01  -4.84279415e-03
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   -1.10743447e-01  -5.74802885e-02]
 [ -3.46621666e-01   1.36420719e-02   1.51149301e-02  -2.34845290e-02
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   -8.33785326e-02   7.73642098e-02]
 [  1.47641738e-01   8.61487180e-03  -2.32712151e-01  -7.62905241e-02
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 [  2.14431142e-01  -1.88924495e-01   6.58889705e-02  -1.81258034e-02
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 [ -1.05610265e-01  -8.52510180e-02   1.21331991e-01   1.08731252e-01
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    1.82879843e-01  -3.99583816e-03]
 [ -2.33423375e-02  -2.09027253e-01   1.91052184e-01  -2.76398082e-01
   -1.14198106e-01   1.24301017e-01   1.01539581e-01  -1.20141668e-01
    3.68162608e-03   1.98049810e-01]]
[[ 0.64212678]
 [ 1.71014796]
 [ 0.25501102]
 [ 0.8972158 ]
 [-2.73191415]
 [-0.26542948]
 [-1.70877579]
 [ 0.08054827]
 [ 0.71649989]
 [ 0.90041166]]
Progress: 40.5% ... Training loss: 0.272 ... Validation loss: 0.441[[  1.63610002e-01   2.39596430e-01  -1.04014641e-01   1.11436435e-01
   -5.27063541e-01  -7.19631634e-02  -7.45942244e-02   1.21437895e-01
   -5.44394391e-02   1.96564082e-01]
 [  1.65476824e-02   1.53110110e-01  -1.81178398e-02   5.03968671e-02
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    1.45104924e-01  -2.40492287e-02]
 [  1.95143706e-01   7.70015269e-01   1.24178842e-02  -4.34657192e-02
    6.18197806e-01  -2.24931372e-02  -8.72325057e-01  -4.06011876e-02
    5.51237067e-02   2.86356262e-01]
 [  4.00294270e-02  -3.71007806e-01  -2.00430395e-01   1.62837098e-01
   -2.04043661e-02   1.32611797e-01   1.97075117e-01   6.31356255e-02
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 [ -2.32600131e-02   8.98876113e-02  -1.50159299e-01   3.89827803e-02
   -4.45707102e-02  -1.79921019e-01   6.85827667e-02  -1.18384059e-01
   -1.96847129e-01  -4.81611671e-02]
 [ -3.89471272e-01  -6.49201622e-01  -2.98624469e-01   1.58807759e-01
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   -2.36032619e-02  -2.19739883e-02]
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   -1.80715711e-02  -7.22443860e-02   1.80841412e-01  -1.90786688e-01
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    7.64252404e-02  -2.73047727e-02]
 [ -1.78682576e-01  -1.62562206e-01  -3.04154660e-01  -2.49866787e-02
   -1.38107968e-02   7.01139058e-02  -1.18036926e-01  -2.97639834e-02
    2.61396854e-01  -1.37310111e-01]
 [  3.35787373e-02  -4.29050939e-01   7.95983108e-02  -2.63463552e-04
   -1.14766675e-01  -1.11042337e-01   2.30126791e-01  -1.08050611e-01
    1.75465954e-03   7.45965092e-02]
 [ -8.16354520e-02  -8.63566463e-02   3.34068448e-03  -1.34957822e-01
   -6.09622902e-02   1.42404120e-02   2.07480542e-01  -1.02349206e-01
   -5.45936494e-03  -1.17885750e-01]
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   -1.67696702e-01  -2.11384255e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.74173980e-01  -3.35538823e-01   9.86421232e-02   2.26258279e-01
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[[ 0.63759531]
 [ 1.70706362]
 [ 0.25075939]
 [ 0.89405937]
 [-2.73784199]
 [-0.26918902]
 [-1.71168239]
 [ 0.07530014]
 [ 0.71050495]
 [ 0.89536113]]
Progress: 40.5% ... Training loss: 0.270 ... Validation loss: 0.441[[  1.61869695e-01   2.36159167e-01  -1.04671360e-01   1.08910884e-01
   -5.19542473e-01  -7.11477882e-02  -7.15541264e-02   1.21222637e-01
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   -9.15592756e-01  -2.91336261e-01  -5.02261092e-01   1.78416085e-01
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   -1.84582544e-01   1.07523221e-01]
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   -1.87977256e-02  -8.97593690e-02]
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   -2.44934370e-02   1.68399041e-01]
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 [ -3.47408220e-01   1.17573583e-02   1.48089040e-02  -2.46673178e-02
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   -8.42627834e-02   7.62341403e-02]
 [  1.48579868e-01   1.05020106e-02  -2.32268108e-01  -7.48108095e-02
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 [  2.13204954e-01  -1.92981720e-01   6.53327132e-02  -2.00545663e-02
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    1.15188130e-01  -1.76123236e-01]
 [ -1.08352537e-01  -9.08174495e-02   1.20211675e-01   1.04831906e-01
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    1.79765570e-01  -7.83853500e-03]
 [ -2.17790146e-02  -2.05531249e-01   1.91653075e-01  -2.74222602e-01
   -1.22949802e-01   1.23667288e-01   9.82292452e-02  -1.19955764e-01
    5.46058207e-03   2.00267131e-01]]
[[ 0.63724931]
 [ 1.70827631]
 [ 0.25070889]
 [ 0.89289498]
 [-2.73977695]
 [-0.26923776]
 [-1.71376879]
 [ 0.07399689]
 [ 0.71066903]
 [ 0.89434753]]
Progress: 40.6% ... Training loss: 0.270 ... Validation loss: 0.440[[  1.62650926e-01   2.36183998e-01  -1.04321884e-01   1.10023137e-01
   -5.20259451e-01  -7.14522023e-02  -7.24545728e-02   1.21316348e-01
   -5.54471825e-02   1.95364152e-01]
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    1.45791701e-01  -2.32036399e-02]
 [  1.94163149e-01   7.68179456e-01   1.19967886e-02  -4.50449063e-02
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    5.41032549e-02   2.85046738e-01]
 [  3.87716879e-02  -3.72938950e-01  -2.00927400e-01   1.60947824e-01
   -8.71102003e-03   1.33166168e-01   1.99595159e-01   6.29767442e-02
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   -6.89483922e-03  -1.19824484e-01]
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   -1.67757230e-01  -2.11405965e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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   -2.63716721e-01  -7.66287801e-02]
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 [  6.04826640e-02  -1.80104489e-02   8.86207519e-02   9.12011775e-02
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   -2.49969517e-02  -5.71191445e-02]
 [  1.15551858e-02  -1.42165082e-01  -2.90983576e-01  -4.85751441e-02
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   -1.83022490e-01  -3.80614332e-01]
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 [  4.79162537e-02   1.30768419e-01   2.53558404e-01   2.49198852e-01
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 [  4.34176810e-02   9.20263534e-03   1.70651725e-02   4.12704890e-02
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   -1.67371426e-01  -2.24913428e-01]
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   -1.08883928e-01  -5.53639411e-02]
 [ -3.48067364e-01   9.88131761e-03   1.45535914e-02  -2.55906259e-02
    1.61632138e-01  -1.74819887e-01   1.96997485e-02   2.34240769e-01
   -8.49474453e-02   7.53811917e-02]
 [  1.48135432e-01   8.94120278e-03  -2.32384255e-01  -7.53903936e-02
    9.91214370e-02  -3.00581737e-01   7.57713154e-02  -1.66908670e-01
    6.28143730e-03  -1.81672623e-01]
 [  2.13501313e-01  -1.92187024e-01   6.54614747e-02  -1.95786753e-02
    8.90838396e-02  -3.76707540e-02   4.65666606e-02  -1.36559128e-01
    1.15565031e-01  -1.75597440e-01]
 [ -1.09348314e-01  -9.28461752e-02   1.19807404e-01   1.03454648e-01
    5.67855936e-02  -1.12388466e-01   2.72262896e-01  -7.85702031e-02
    1.78633011e-01  -9.28587387e-03]
 [ -2.10304636e-02  -2.03447560e-01   1.91919063e-01  -2.73229108e-01
   -1.27125395e-01   1.23327186e-01   9.62204180e-02  -1.19874039e-01
    6.30161287e-03   2.01347493e-01]]
[[ 0.6360732 ]
 [ 1.70796605]
 [ 0.25029326]
 [ 0.89059289]
 [-2.74261041]
 [-0.27007125]
 [-1.71797719]
 [ 0.07253977]
 [ 0.70924683]
 [ 0.8937307 ]]
Progress: 40.6% ... Training loss: 0.270 ... Validation loss: 0.440[[  1.62554369e-01   2.37189143e-01  -1.04349711e-01   1.09818406e-01
   -5.19633555e-01  -7.14166927e-02  -7.27396014e-02   1.21301876e-01
   -5.57840812e-02   1.95264026e-01]
 [  1.66224243e-02   1.53357164e-01  -1.80991706e-02   5.05270989e-02
    6.92302736e-02  -8.01448595e-03   3.10912680e-01   4.15401673e-02
    1.45178718e-01  -2.39547096e-02]
 [  1.92714800e-01   7.66419652e-01   1.14791496e-02  -4.70871655e-02
    6.31101876e-01  -2.14377944e-02  -8.69212086e-01  -4.08792998e-02
    5.23005641e-02   2.83139606e-01]
 [  4.10708917e-02  -3.68296713e-01  -1.99964108e-01   1.64377583e-01
   -1.40161197e-02   1.32123518e-01   1.95075994e-01   6.32760850e-02
    1.15403710e-01   2.74242525e-01]
 [ -2.46812786e-02   8.62011274e-02  -1.50556990e-01   3.75477064e-02
   -4.12488062e-02  -1.79537132e-01   7.25570704e-02  -1.18515957e-01
   -1.98020169e-01  -4.91700412e-02]
 [ -3.91832834e-01  -6.54769657e-01  -2.99546136e-01   1.55591379e-01
   -8.46794680e-02   4.13995750e-02   3.53182915e-01  -3.87546079e-02
   -2.62701230e-02  -2.52936003e-02]
 [ -2.07271327e-03  -2.27935259e-01   1.06026383e-02   9.52822304e-02
   -2.09270552e-02  -7.26770904e-02   1.78404255e-01  -1.90680726e-01
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    7.56679709e-02  -2.82089675e-02]
 [ -1.77759146e-01  -1.60098153e-01  -3.03741433e-01  -2.35858527e-02
   -1.73117460e-02   6.96828829e-02  -1.20512340e-01  -2.96439588e-02
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 [  3.43911582e-02  -4.27631486e-01   7.98478951e-02   5.13415970e-04
   -1.21831751e-01  -1.11334945e-01   2.28079455e-01  -1.07980522e-01
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   -5.60821443e-02   1.48210965e-02   2.10834371e-01  -1.02521559e-01
   -6.88014731e-03  -1.20093543e-01]
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   -1.68014747e-01  -2.11726713e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.74615895e-01  -3.35909719e-01   9.84286401e-02   2.25562928e-01
   -1.29031820e-01  -6.78912394e-02   8.47602656e-02  -2.59880483e-01
   -2.63440069e-01  -7.62821307e-02]
 [  1.00820625e-01  -1.93405626e-01  -2.26826201e-02   1.16414252e-01
   -4.94895250e-02  -8.79880381e-02   2.44394903e-01   2.74284567e-03
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 [  3.97937149e-02  -1.04718630e-01  -2.09381205e-01   1.55942675e-01
   -7.17556650e-02   8.15172693e-02  -3.70288390e-02  -1.95622205e-02
   -8.55581001e-02  -1.09113928e-04]
 [ -1.17778041e-01  -7.74473351e-02  -2.00820518e-01   1.61828495e-01
   -5.25152900e-03   1.32624047e-01   7.62818211e-03  -2.50165240e-01
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 [ -6.67301314e-02  -4.70766272e-02   2.76185788e-01   1.02663452e-01
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    7.70490563e-02   3.93442305e-02]
 [  6.10745436e-02  -1.61343991e-02   8.88825332e-02   9.19922322e-02
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   -2.43675094e-02  -5.62815815e-02]
 [  1.06276486e-02  -1.44456853e-01  -2.91346078e-01  -4.98257620e-02
    1.23968796e-01  -9.30450967e-02   1.42712758e-01   1.63191613e-01
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 [  4.60028084e-02  -3.53028385e-02  -1.17053878e-01   4.22145977e-02
   -1.00762528e-01   3.22029512e-01   2.75921948e-01   2.04300416e-01
   -1.61833198e-01  -6.35582626e-02]
 [  5.92215564e-03   1.26607461e-03   1.24549427e-01   1.11995365e-01
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 [  1.12825312e-01   8.06709148e-02  -4.38053439e-02  -9.41224438e-02
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   -2.81291434e-01   7.82081986e-04   5.31660626e-02  -2.54384359e-02
   -1.06722178e-02   4.06731669e-02]
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   -1.82962009e-01  -3.80536381e-01]
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    2.76181156e-02  -3.90151954e-01]
 [  9.35052771e-03  -4.84319032e-01  -4.42407610e-02  -1.09049666e-01
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   -3.65769633e-01  -2.21861112e-01]
 [ -1.73885334e-01  -6.25401184e-01  -1.05317845e-02  -2.05853874e-01
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   -6.95576881e-02   8.28219065e-02]
 [ -2.99493193e-01  -4.44400184e-01   5.44104817e-02  -5.08093463e-02
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   -9.13009223e-02  -1.39449101e-01]
 [ -2.06905029e-01  -3.27551066e-01   2.51549490e-01  -2.41946540e-01
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   -2.56640315e-01  -2.66146385e-02]
 [ -1.34921416e-01  -2.39152551e-01  -1.82525203e-01  -1.06114913e-01
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   -1.27448369e-02  -1.23339745e-01]
 [  9.70957580e-02   2.25049332e-01   1.58009182e-01  -1.11641958e-01
   -3.71574050e-02   5.60554963e-02  -1.25694606e-01   2.81139075e-01
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 [  3.58667964e-01   3.54188211e-01  -7.84268613e-02   3.23763671e-01
   -9.14456689e-01  -2.91160787e-01  -5.01056803e-01   1.78355514e-01
    3.95444453e-01  -1.47968248e-02]
 [  4.80333900e-02   1.30884941e-01   2.53606455e-01   2.49354984e-01
   -6.14287274e-02  -1.96544566e-01  -1.79008642e-01  -1.32931730e-01
   -1.38578374e-01  -2.88684307e-01]
 [  2.14139100e-02  -7.36325118e-02  -1.19740155e-01  -5.73715739e-02
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    3.07366835e-02   2.03686597e-01]
 [  1.82963999e-03  -4.74733933e-02  -6.68632454e-02  -5.08527033e-02
   -3.07105140e-02  -1.77963042e-01   8.01854361e-02   9.92819007e-03
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 [  2.97828959e-02   8.33160058e-02   2.44039381e-01   7.42423808e-02
   -2.31875686e-01  -1.35974565e-01   1.00130229e-01   3.94681206e-02
   -1.85731781e-01   1.06207632e-01]
 [  7.25607395e-02   4.01094207e-02   1.07283656e-01   6.72471000e-03
   -2.37874200e-01   6.81987630e-02   5.56608656e-02  -2.71084514e-01
   -1.81732403e-02  -8.90377561e-02]
 [ -1.19810168e-02   9.75171634e-02   8.38062800e-02  -3.34864187e-02
   -4.49139187e-02   1.80843305e-01   9.43459801e-02   1.18016065e-01
   -2.42970454e-02   1.68611916e-01]
 [  2.26435350e-01   9.07291732e-02   3.05956105e-02   8.74546271e-02
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   -4.92426352e-02  -1.35465979e-02]
 [  4.35940980e-02   9.85699012e-03   1.71303237e-02   4.15294649e-02
   -4.21387122e-01  -1.23309261e-01  -2.15352706e-01   4.10447936e-02
    1.18991106e-01   1.92424997e-01]
 [  5.92122200e-02   5.20336487e-01   1.28103470e-01   4.37110787e-01
   -1.21588423e+00  -3.06632697e-01  -6.00718440e-01  -7.08200230e-02
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 [  1.82370487e-01   5.09490747e-01   6.86685185e-02   4.35594317e-01
   -9.93728420e-01  -8.53852897e-02  -4.48557799e-01   1.51597181e-01
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 [  2.56601908e-01   3.26476600e-01   2.48158954e-01   1.54703137e-01
   -4.74863106e-01   7.85988480e-02  -2.33429990e-01   1.62975170e-01
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 [ -7.48784126e-02   2.25781174e-01   2.40889112e-01   1.53125043e-02
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   -3.34750156e-02   4.88889041e-02]
 [ -1.02494608e-01  -5.22624075e-03   2.31552648e-02   8.83133774e-02
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   -2.78649952e-01  -9.82745521e-02]
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   -2.08469058e-01   3.07953550e-02]
 [  8.41144524e-03  -4.08988365e-01  -1.28395959e-01  -1.63721707e-01
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   -1.67236787e-01  -2.24744392e-01]
 [  1.13734555e-01  -2.35552636e-01  -1.55110821e-01  -2.01427389e-02
   -7.07051764e-03  -4.76446069e-02   9.87500189e-02  -1.53811640e-01
    1.15746727e-01  -1.55524542e-01]
 [ -1.15526425e-01   5.36452035e-02   2.64834811e-01  -3.55800317e-03
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   -1.09823489e-01  -5.64928807e-02]
 [ -3.47020507e-01   1.26420469e-02   1.49849204e-02  -2.41582537e-02
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   -8.37585792e-02   7.69703286e-02]
 [  1.47537450e-01   7.42825399e-03  -2.32642389e-01  -7.62559391e-02
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    5.57502785e-03  -1.82519431e-01]
 [  2.12899779e-01  -1.93036784e-01   6.52373340e-02  -2.03993147e-02
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    1.14783557e-01  -1.76455940e-01]
 [ -1.08097879e-01  -8.95981585e-02   1.20306684e-01   1.05195660e-01
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    1.79827534e-01  -7.58519708e-03]
 [ -2.20418970e-02  -2.05845732e-01   1.91530824e-01  -2.74671769e-01
   -1.24201507e-01   1.23763653e-01   9.87012872e-02  -1.19991656e-01
    5.17733556e-03   1.99982616e-01]]
[[ 0.63420302]
 [ 1.70431539]
 [ 0.24843539]
 [ 0.89064148]
 [-2.74405946]
 [-0.27091896]
 [-1.71655416]
 [ 0.07219359]
 [ 0.70814524]
 [ 0.89170822]]
Progress: 40.7% ... Training loss: 0.270 ... Validation loss: 0.442[[  1.59592193e-01   2.30862457e-01  -1.05532588e-01   1.05613083e-01
   -5.08618816e-01  -7.01064451e-02  -6.52398962e-02   1.20955688e-01
   -5.90687779e-02   1.90895593e-01]
 [  1.62536467e-02   1.52211057e-01  -1.82431175e-02   5.00553151e-02
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    1.44885627e-01  -2.44340665e-02]
 [  1.93997627e-01   7.69287008e-01   1.18327188e-02  -4.58533747e-02
    6.30190695e-01  -2.18467024e-02  -8.72689116e-01  -4.07646577e-02
    5.35605520e-02   2.84404312e-01]
 [  3.98308000e-02  -3.71305335e-01  -2.00410921e-01   1.63027554e-01
   -1.01617333e-02   1.32664964e-01   1.99403977e-01   6.31302525e-02
    1.14312306e-01   2.72665216e-01]
 [ -2.29893297e-02   8.93063913e-02  -1.49812546e-01   4.01375785e-02
   -4.80571418e-02  -1.80357207e-01   6.81521840e-02  -1.18300255e-01
   -1.96261928e-01  -4.65659535e-02]
 [ -3.92978986e-01  -6.57174034e-01  -2.99965295e-01   1.54165612e-01
   -8.21022804e-02   4.18652633e-02   3.56385843e-01  -3.88824251e-02
   -2.75605883e-02  -2.68919265e-02]
 [ -3.48918419e-03  -2.31875577e-01   1.00529676e-02   9.33381720e-02
   -1.60368560e-02  -7.20398922e-02   1.82262339e-01  -1.90850164e-01
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 [  1.07672747e-01  -2.61918094e-01   3.24020538e-02  -7.57350010e-02
    3.43873681e-02  -4.74290297e-02   8.64313434e-02   1.18463983e-01
    7.67517001e-02  -2.69839746e-02]
 [ -1.80098683e-01  -1.65866666e-01  -3.04656992e-01  -2.68452934e-02
   -8.82534024e-03   7.06728180e-02  -1.14327410e-01  -2.99139513e-02
    2.60142215e-01  -1.39207953e-01]
 [  3.19523678e-02  -4.33326574e-01   7.88480247e-02  -2.96288185e-03
   -1.13788488e-01  -1.10255235e-01   2.34711037e-01  -1.08267035e-01
   -5.24987704e-04   7.21466887e-02]
 [ -8.31224020e-02  -9.08468421e-02   2.78927908e-03  -1.36948379e-01
   -5.48345778e-02   1.48203816e-02   2.11537732e-01  -1.02523126e-01
   -6.73888797e-03  -1.20084520e-01]
 [ -1.22789581e-01  -1.94956470e-01  -7.05592752e-02   3.40998986e-03
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   -1.69590404e-01  -2.13726136e-01]
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[[ 0.62120295]
 [ 1.69670262]
 [ 0.23778662]
 [ 0.87648912]
 [-2.75197983]
 [-0.28300438]
 [-1.73182357]
 [ 0.05883309]
 [ 0.6935031 ]
 [ 0.87858473]]
Progress: 40.8% ... Training loss: 0.279 ... Validation loss: 0.457[[  1.60305554e-01   2.30217928e-01  -1.05304554e-01   1.06681018e-01
   -5.12911396e-01  -7.04178745e-02  -6.48113769e-02   1.21035587e-01
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 [  1.95189457e-01   7.72809722e-01   1.21565938e-02  -4.46307279e-02
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    5.46802060e-02   2.85907071e-01]
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   -6.18083512e-03   1.33253202e-01   2.03410741e-01   6.30046520e-02
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   -1.69491136e-01  -2.13634841e-01]
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 [  4.76197837e-02   1.29966922e-01   2.53424353e-01   2.48721320e-01
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   -1.86332385e-01   1.05381021e-01]
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   -1.75466894e-02  -8.82468625e-02]
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   -2.37325479e-02   1.69282119e-01]
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   -4.97085829e-02  -1.41044920e-02]
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 [  2.57037779e-01   3.27505979e-01   2.48346075e-01   1.55411668e-01
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 [  1.11985631e-01  -2.40910067e-01  -1.55830251e-01  -2.25604014e-02
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   -1.07858858e-01  -5.41712536e-02]
 [ -3.47313213e-01   1.13900483e-02   1.49028706e-02  -2.44473914e-02
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   -8.40259986e-02   7.65316096e-02]
 [  1.47151906e-01   6.77123004e-03  -2.32735326e-01  -7.66652933e-02
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 [  2.12155139e-01  -1.95609686e-01   6.49011812e-02  -2.15904244e-02
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    1.13879194e-01  -1.77699160e-01]
 [ -1.06894439e-01  -8.76658579e-02   1.20771747e-01   1.06839404e-01
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    1.81165521e-01  -5.93339719e-03]
 [ -2.28227564e-02  -2.07763278e-01   1.91176512e-01  -2.75779738e-01
   -1.24698617e-01   1.24113659e-01   1.01432991e-01  -1.20097615e-01
    4.28494820e-03   1.98956385e-01]]
[[ 0.62866908]
 [ 1.70309007]
 [ 0.24811463]
 [ 0.88468458]
 [-2.73772093]
 [-0.27287733]
 [-1.71867117]
 [ 0.067717  ]
 [ 0.7007884 ]
 [ 0.88625851]]
Progress: 40.8% ... Training loss: 0.271 ... Validation loss: 0.447[[  1.62883475e-01   2.36558372e-01  -1.04160840e-01   1.10649145e-01
   -5.24069083e-01  -7.16081472e-02  -7.08844587e-02   1.21343042e-01
   -5.52360510e-02   1.96097137e-01]
 [  1.71229731e-02   1.54100005e-01  -1.79030357e-02   5.12725800e-02
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    1.45843048e-01  -2.31793917e-02]
 [  1.93944504e-01   7.72351576e-01   1.17169144e-02  -4.64375503e-02
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    5.32744757e-02   2.84398808e-01]
 [  4.18989562e-02  -3.69165659e-01  -1.99660626e-01   1.65901636e-01
   -1.52740369e-02   1.31952820e-01   1.96362007e-01   6.33204165e-02
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 [ -2.79066342e-02   7.84882004e-02  -1.51850370e-01   3.32319917e-02
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   -2.01506157e-01  -5.36002812e-02]
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   -2.56873066e-02  -2.45680011e-02]
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   -4.01823833e-03  -1.16503288e-01]
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   -1.69049609e-01  -2.13094939e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.74307161e-01  -3.35484651e-01   9.86336992e-02   2.26357516e-01
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   -2.62959791e-01  -7.56463756e-02]
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   -5.38175219e-02  -8.83410092e-02   2.44218291e-01   2.79857537e-03
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   -7.44096373e-02   8.13588619e-02  -3.62857553e-02  -1.95416399e-02
   -8.53056903e-02   2.35845634e-04]
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   -2.31105563e-02  -5.46882096e-02]
 [  1.05127423e-02  -1.44547480e-01  -2.91400915e-01  -5.00389748e-02
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   -1.82549535e-01  -3.80044364e-01]
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 [  1.01277639e-02  -4.83537882e-01  -4.38990993e-02  -1.07822144e-01
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   -3.64875627e-01  -2.20693656e-01]
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   -9.05580963e-02  -1.38499464e-01]
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   -2.57210970e-01  -2.72058316e-02]
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 [  3.56518758e-01   3.49061903e-01  -7.92576450e-02   3.20791093e-01
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 [  4.77280734e-02   1.30385198e-01   2.53467425e-01   2.48842907e-01
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   -1.86868729e-01   1.04737238e-01]
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   -1.79076387e-02  -8.86999121e-02]
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   -4.92296570e-02  -1.35209192e-02]
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   -1.65561897e-01  -2.22623592e-01]
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   -1.07457806e-01  -5.36146568e-02]
 [ -3.47108005e-01   1.17603614e-02   1.49975297e-02  -2.41080769e-02
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   -8.37484267e-02   7.68300434e-02]
 [  1.48743201e-01   1.02687181e-02  -2.32046695e-01  -7.42435401e-02
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 [  2.12492475e-01  -1.94748937e-01   6.50924830e-02  -2.09455032e-02
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    1.14397834e-01  -1.77093744e-01]
 [ -1.06413457e-01  -8.60601768e-02   1.20937153e-01   1.07382589e-01
    4.38899333e-02  -1.13689873e-01   2.64644704e-01  -7.82598169e-02
    1.81555000e-01  -5.30445353e-03]
 [ -2.37515888e-02  -2.10374291e-01   1.90804936e-01  -2.77111019e-01
   -1.22028171e-01   1.24510646e-01   1.03954498e-01  -1.20195037e-01
    3.29116594e-03   1.97855233e-01]]
[[ 0.63684995]
 [ 1.70763452]
 [ 0.25374143]
 [ 0.89391863]
 [-2.73488085]
 [-0.26520628]
 [-1.70986639]
 [ 0.07567974]
 [ 0.71009397]
 [ 0.89435148]]
Progress: 40.9% ... Training loss: 0.270 ... Validation loss: 0.444[[  1.63087083e-01   2.35823014e-01  -1.04198967e-01   1.10450119e-01
   -5.22062595e-01  -7.15370370e-02  -7.20761794e-02   1.21319367e-01
   -5.52459501e-02   1.96492793e-01]
 [  1.73452452e-02   1.54536512e-01  -1.78164538e-02   5.16246781e-02
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    1.46097417e-01  -2.28848521e-02]
 [  1.91755065e-01   7.66538593e-01   1.06080857e-02  -5.05926135e-02
    6.49261542e-01  -2.05376911e-02  -8.74230193e-01  -4.11605226e-02
    5.04172177e-02   2.81359310e-01]
 [  4.23560094e-02  -3.68903650e-01  -1.99373151e-01   1.66955318e-01
   -1.74416727e-02   1.31608994e-01   1.97564123e-01   6.34130610e-02
    1.17138717e-01   2.76333147e-01]
 [ -2.38855293e-02   8.49329405e-02  -1.50319357e-01   3.86607558e-02
   -4.79994243e-02  -1.79780510e-01   7.22889050e-02  -1.18354184e-01
   -1.97160191e-01  -4.82741352e-02]
 [ -3.92695962e-01  -6.58097214e-01  -2.99797748e-01   1.54962389e-01
   -8.80392712e-02   4.14916190e-02   3.57499333e-01  -3.88572688e-02
   -2.70085686e-02  -2.61402444e-02]
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   -1.51002625e-02   7.01339060e-02  -1.15832976e-01  -2.97335886e-02
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   -5.68532972e-03  -1.18647613e-01]
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   -1.68961494e-01  -2.12944576e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.74562305e-01  -3.36011175e-01   9.85200620e-02   2.26000497e-01
   -1.31268917e-01  -6.80178766e-02   8.52508416e-02  -2.59864622e-01
   -2.63257285e-01  -7.60493703e-02]
 [  1.01144039e-01  -1.93839375e-01  -2.25405413e-02   1.17004854e-01
   -5.27208887e-02  -8.82382650e-02   2.44688979e-01   2.76771549e-03
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 [  3.84789674e-02  -1.08231787e-01  -2.09893341e-01   1.54171978e-01
   -7.01872876e-02   8.19408199e-02  -3.29917881e-02  -1.97135727e-02
   -8.69553900e-02  -1.76192094e-03]
 [ -1.18399665e-01  -8.03299015e-02  -2.01072179e-01   1.60998671e-01
   -3.75565547e-03   1.32865975e-01   1.00440006e-02  -2.50224655e-01
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 [ -6.61843629e-02  -4.64855098e-02   2.76406644e-01   1.03620485e-01
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 [  6.31558197e-02  -1.17914737e-02   8.96993278e-02   9.49804025e-02
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   -2.19842524e-02  -5.32373444e-02]
 [  8.10217762e-03  -1.49793630e-01  -2.92459069e-01  -5.38403966e-02
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 [  4.58410215e-02  -3.67997658e-02  -1.17138737e-01   4.19354229e-02
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   -1.82548235e-01  -3.80051776e-01]
 [ -1.82512820e-02  -4.29815901e-01  -3.10362064e-02  -7.42992750e-02
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 [  9.73495600e-03  -4.84785539e-01  -4.40668018e-02  -1.08415061e-01
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   -3.65325983e-01  -2.21268759e-01]
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   -6.96245243e-02   8.27965669e-02]
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   -9.06308343e-02  -1.38597439e-01]
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   -2.57892500e-01  -2.79918538e-02]
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   -1.27657544e-02  -1.23376821e-01]
 [  9.52435793e-02   2.22121178e-01   1.57282473e-01  -1.14291725e-01
   -3.09773556e-02   5.68558152e-02  -1.21934241e-01   2.80933181e-01
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 [  3.54867794e-01   3.45279021e-01  -7.99822186e-02   3.18238263e-01
   -9.01769391e-01  -2.89426365e-01  -4.91708384e-01   1.77898290e-01
    3.91241359e-01  -2.00693763e-02]
 [  4.79513797e-02   1.30606251e-01   2.53555833e-01   2.49117743e-01
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   -1.38709766e-01  -2.88882648e-01]
 [  2.26026281e-02  -7.11550734e-02  -1.19279246e-01  -5.56841284e-02
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 [  8.85796821e-04  -4.99295140e-02  -6.72721430e-02  -5.22787726e-02
   -2.66373079e-02  -1.77625464e-01   8.22428994e-02   9.81470678e-03
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 [  2.87329606e-02   8.10097833e-02   2.43647363e-01   7.27738881e-02
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   -1.86827382e-01   1.04804385e-01]
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   -1.71511647e-02  -8.77399571e-02]
 [ -1.11832299e-02   9.89527700e-02   8.40910823e-02  -3.24099474e-02
   -4.79454870e-02   1.80481850e-01   9.27089627e-02   1.18097371e-01
   -2.33671111e-02   1.69747744e-01]
 [  2.25744247e-01   8.87720752e-02   3.02675203e-02   8.62417024e-02
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   -5.01942677e-02  -1.47351196e-02]
 [  4.44692415e-02   1.22495094e-02   1.74601569e-02   4.27663130e-02
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 [  5.98290744e-02   5.21142435e-01   1.28360539e-01   4.38089911e-01
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 [  2.56104367e-01   3.25946155e-01   2.48018858e-01   1.54246455e-01
   -4.75069435e-01   7.87341872e-02  -2.32952677e-01   1.62938226e-01
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 [ -7.48425524e-02   2.25927284e-01   2.40882593e-01   1.53291080e-02
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   -3.34596448e-02   4.89223796e-02]
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   -2.78420874e-01  -9.79892350e-02]
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   -2.07813461e-01   3.16106493e-02]
 [  9.79361729e-03  -4.06826010e-01  -1.27868813e-01  -1.61764575e-01
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   -1.65718725e-01  -2.22795480e-01]
 [  1.11872823e-01  -2.41161847e-01  -1.55866321e-01  -2.25755713e-02
   -4.35709915e-03  -4.68348412e-02   1.04119335e-01  -1.54034275e-01
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 [ -1.12274214e-01   5.84492266e-02   2.66160908e-01   1.52195054e-03
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   -1.05931625e-01  -5.17796049e-02]
 [ -3.46769000e-01   1.18738910e-02   1.51261276e-02  -2.36857648e-02
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   -8.33834607e-02   7.72500087e-02]
 [  1.48615274e-01   9.85329731e-03  -2.32133947e-01  -7.45252564e-02
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    6.61416229e-03  -1.80913488e-01]
 [  2.11861841e-01  -1.96623277e-01   6.48254256e-02  -2.19446248e-02
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    1.13681408e-01  -1.78020573e-01]
 [ -1.08321257e-01  -9.05564020e-02   1.20163966e-01   1.04712576e-01
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    1.79466142e-01  -8.00951609e-03]
 [ -2.56132276e-02  -2.14142928e-01   1.89945887e-01  -2.80195751e-01
   -1.12851568e-01   1.25349691e-01   1.06598534e-01  -1.20462143e-01
    1.03845162e-03   1.95435598e-01]]
[[ 0.62422967]
 [ 1.69914828]
 [ 0.24336584]
 [ 0.88382693]
 [-2.74459586]
 [-0.27485933]
 [-1.71929943]
 [ 0.06341811]
 [ 0.69718432]
 [ 0.88253057]]
Progress: 40.9% ... Training loss: 0.272 ... Validation loss: 0.450[[  1.62835497e-01   2.34344785e-01  -1.04304009e-01   1.10006469e-01
   -5.21363696e-01  -7.14028086e-02  -7.10788377e-02   1.21298183e-01
   -5.57389250e-02   1.96383449e-01]
 [  1.74354515e-02   1.54601402e-01  -1.77771664e-02   5.17888624e-02
    6.70149451e-02  -8.40292568e-03   3.09367190e-01   4.16301860e-02
    1.46214329e-01  -2.27543700e-02]
 [  1.89751936e-01   7.64617028e-01   9.72987986e-03  -5.40249444e-02
    6.55796628e-01  -1.95381541e-02  -8.72420413e-01  -4.13945406e-02
    4.78532280e-02   2.78268997e-01]
 [  4.39060424e-02  -3.66347987e-01  -1.98669590e-01   1.69433335e-01
   -2.11079018e-02   1.31034320e-01   1.95122568e-01   6.35673778e-02
    1.18887995e-01   2.78780530e-01]
 [ -2.71533928e-02   7.80117988e-02  -1.51665513e-01   3.37584210e-02
   -3.63173268e-02  -1.78323000e-01   7.93282723e-02  -1.18699929e-01
   -2.00699059e-01  -5.30988671e-02]
 [ -3.92408426e-01  -6.57960897e-01  -2.99662163e-01   1.55451675e-01
   -8.95510489e-02   4.13175225e-02   3.57550197e-01  -3.88212354e-02
   -2.66381924e-02  -2.56977385e-02]
 [ -1.85033044e-03  -2.30509593e-01   1.06468408e-02   9.55955061e-02
   -2.54036764e-02  -7.27708938e-02   1.79182023e-01  -1.90658751e-01
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    3.76932063e-02  -4.70177271e-02   8.71835368e-02   1.18263584e-01
    7.56263945e-02  -2.78527491e-02]
 [ -1.76875384e-01  -1.60298427e-01  -3.03332827e-01  -2.20922154e-02
   -2.05717950e-02   6.93235821e-02  -1.20156532e-01  -2.95471522e-02
    2.63588668e-01  -1.34634274e-01]
 [  3.45304231e-02  -4.31908902e-01   7.96856344e-02   1.58080767e-04
   -1.28809547e-01  -1.11422562e-01   2.29958681e-01  -1.08045700e-01
    1.88540229e-03   7.58759532e-02]
 [ -8.19359086e-02  -9.07824842e-02   3.26930108e-03  -1.35007120e-01
   -6.22443984e-02   1.41305266e-02   2.10145383e-01  -1.02415675e-01
   -5.11574925e-03  -1.17702785e-01]
 [ -1.22076561e-01  -1.94538472e-01  -7.02074226e-02   4.74477531e-03
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   -1.68575233e-01  -2.12423835e-01]
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[[ 0.63155552]
 [ 1.70050021]
 [ 0.2520006 ]
 [ 0.89187984]
 [-2.73648828]
 [-0.2646023 ]
 [-1.70509005]
 [ 0.07240387]
 [ 0.70825964]
 [ 0.89061155]]
Progress: 41.0% ... Training loss: 0.269 ... Validation loss: 0.449[[  1.62121536e-01   2.34104976e-01  -1.04540631e-01   1.09106167e-01
   -5.21495231e-01  -7.11481141e-02  -7.00948336e-02   1.21227953e-01
   -5.64238212e-02   1.95779685e-01]
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 [  1.92348532e-01   7.69578248e-01   1.08085609e-02  -5.03404065e-02
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    5.07212523e-02   2.82280053e-01]
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   -9.05679382e-02  -1.38503321e-01]
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 [  4.79017380e-02   1.30381577e-01   2.53533317e-01   2.49036515e-01
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   -1.86677617e-01   1.04961542e-01]
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   -2.44134866e-01   6.75374897e-02   5.15113559e-02  -2.70937112e-01
   -1.64589349e-02  -8.68882877e-02]
 [ -1.03428288e-02   1.01155276e-01   8.44042615e-02  -3.13121840e-02
   -5.17450400e-02   1.80157721e-01   9.03178626e-02   1.18170773e-01
   -2.24653600e-02   1.70855401e-01]
 [  2.25197331e-01   8.73883340e-02   3.00426132e-02   8.54003861e-02
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   -5.08578788e-02  -1.55355704e-02]
 [  4.47116615e-02   1.30217446e-02   1.75705503e-02   4.30837214e-02
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 [  2.56306629e-01   3.26268825e-01   2.48087007e-01   1.54581559e-01
   -4.76105698e-01   7.86421065e-02  -2.33228127e-01   1.62965415e-01
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   -3.32881040e-02   4.91334594e-02]
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 [  9.87751428e-03  -4.06851739e-01  -1.27839112e-01  -1.61636997e-01
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   -1.65623926e-01  -2.22656031e-01]
 [  1.12854496e-01  -2.38236361e-01  -1.55492638e-01  -2.12101612e-02
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 [ -1.12742033e-01   5.70303202e-02   2.66017735e-01   1.08924097e-03
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   -1.06470296e-01  -5.23176762e-02]
 [ -3.46842848e-01   1.08439550e-02   1.51139853e-02  -2.37153303e-02
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   -8.34174604e-02   7.73655293e-02]
 [  1.48147810e-01   8.11656041e-03  -2.32293893e-01  -7.51873448e-02
    1.00538643e-01  -3.00657102e-01   7.64245295e-02  -1.66878120e-01
    6.12351424e-03  -1.81516474e-01]
 [  2.14157072e-01  -1.91366985e-01   6.57707971e-02  -1.86445199e-02
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    1.16406131e-01  -1.74601701e-01]
 [ -1.07966450e-01  -8.89595064e-02   1.20314244e-01   1.05197540e-01
    4.90842992e-02  -1.13074495e-01   2.67419185e-01  -7.84610214e-02
    1.79715478e-01  -7.42462262e-03]
 [ -2.50164872e-02  -2.13004366e-01   1.90126854e-01  -2.79507616e-01
   -1.19244391e-01   1.25088742e-01   1.05197948e-01  -1.20424997e-01
    1.72298673e-03   1.96470111e-01]]
[[ 0.63532683]
 [ 1.70485071]
 [ 0.25552375]
 [ 0.89286897]
 [-2.73292823]
 [-0.26368397]
 [-1.70728465]
 [ 0.07397456]
 [ 0.71195753]
 [ 0.89249635]]
Progress: 41.0% ... Training loss: 0.270 ... Validation loss: 0.448[[  1.60509413e-01   2.30685720e-01  -1.05205376e-01   1.06702963e-01
   -5.14264999e-01  -7.04441681e-02  -6.59148061e-02   1.21027831e-01
   -5.81004021e-02   1.93401228e-01]
 [  1.74565440e-02   1.54143187e-01  -1.77955268e-02   5.16999125e-02
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    1.46279066e-01  -2.28291647e-02]
 [  1.93298088e-01   7.70358133e-01   1.11783757e-02  -4.90224523e-02
    6.46246771e-01  -2.09739493e-02  -8.78657398e-01  -4.09754288e-02
    5.20391540e-02   2.83463096e-01]
 [  4.12162301e-02  -3.70075570e-01  -1.99694452e-01   1.65513522e-01
   -9.26164379e-03   1.32236876e-01   1.99776336e-01   6.32264063e-02
    1.15306031e-01   2.74065254e-01]
 [ -2.59492905e-02   7.85895078e-02  -1.51207246e-01   3.52906434e-02
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   -1.99135124e-01  -5.13008726e-02]
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   -2.88358691e-02  -2.82640845e-02]
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   -1.23718656e-02   7.01067362e-02  -1.15330741e-01  -2.97660008e-02
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 [  3.42616010e-02  -4.33884618e-01   7.96063862e-02  -7.21678245e-05
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   -5.93021376e-03  -1.18768331e-01]
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   -1.68748110e-01  -2.12493746e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.74524090e-01  -3.36098149e-01   9.85117486e-02   2.25958435e-01
   -1.31348802e-01  -6.80296873e-02   8.52358373e-02  -2.59861240e-01
   -2.63235695e-01  -7.60513513e-02]
 [  1.00572158e-01  -1.95003738e-01  -2.27590465e-02   1.16437355e-01
   -5.33628999e-02  -8.80670863e-02   2.46098866e-01   2.70924795e-03
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 [  3.73268106e-02  -1.10429019e-01  -2.10317381e-01   1.52670551e-01
   -6.71935088e-02   8.23618203e-02  -3.02909143e-02  -1.98479632e-02
   -8.82017236e-02  -3.02923637e-03]
 [ -1.18031651e-01  -8.05226254e-02  -2.00910295e-01   1.61537717e-01
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 [  6.47867544e-02  -7.35089426e-03   9.03564515e-02   9.73444954e-02
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   -2.01265774e-02  -5.09475245e-02]
 [  9.76113614e-03  -1.45986368e-01  -2.91766226e-01  -5.14943151e-02
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 [  4.46540160e-02  -4.08700353e-02  -1.17687179e-01   4.00049662e-02
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   -1.63481841e-01  -6.54518956e-02]
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   -1.82262632e-01  -3.79762725e-01]
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 [  9.76662120e-03  -4.85082096e-01  -4.40622563e-02  -1.08394780e-01
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   -3.65316116e-01  -2.21262934e-01]
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   -9.08750167e-02  -1.38903120e-01]
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 [  3.55257719e-01   3.46443983e-01  -7.99073909e-02   3.18529825e-01
   -9.03530519e-01  -2.89528877e-01  -4.92677304e-01   1.77914140e-01
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 [  4.80354324e-02   1.30696011e-01   2.53601313e-01   2.49257824e-01
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 [  2.25066679e-02  -7.13141804e-02  -1.19283811e-01  -5.58120865e-02
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 [  2.82728498e-02   8.05445834e-02   2.43447635e-01   7.21055276e-02
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   -1.87380607e-01   1.04073402e-01]
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   -1.68284997e-02  -8.73709374e-02]
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   -5.13211701e-02  -1.60465201e-02]
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   -2.07087268e-01   3.24950084e-02]
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   -1.65450846e-01  -2.22435838e-01]
 [  1.10702873e-01  -2.43372049e-01  -1.56364989e-01  -2.42130593e-02
   -2.42931349e-03  -4.63211497e-02   1.06250979e-01  -1.54187567e-01
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 [ -1.11692341e-01   5.91318774e-02   2.66428980e-01   2.54608834e-03
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   -1.05253150e-01  -5.08254646e-02]
 [ -3.46814875e-01   1.10388964e-02   1.51303260e-02  -2.36806098e-02
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   -8.33893382e-02   7.73986941e-02]
 [  1.47762500e-01   5.96245916e-03  -2.32426325e-01  -7.57067058e-02
    1.01760275e-01  -3.00497602e-01   7.83977367e-02  -1.66919489e-01
    5.86347625e-03  -1.82071007e-01]
 [  2.13063236e-01  -1.93699883e-01   6.53135605e-02  -2.02185183e-02
    9.27324584e-02  -3.75571975e-02   4.88905177e-02  -1.36608912e-01
    1.15208945e-01  -1.76052546e-01]
 [ -1.07442023e-01  -8.80925042e-02   1.20528555e-01   1.05941393e-01
    4.68779499e-02  -1.13298785e-01   2.66554999e-01  -7.83985874e-02
    1.80316825e-01  -6.67230742e-03]
 [ -2.47590678e-02  -2.11766660e-01   1.90233860e-01  -2.79199337e-01
   -1.21417783e-01   1.24979261e-01   1.04261075e-01  -1.20405684e-01
    1.99973060e-03   1.96791841e-01]]
[[ 0.62920599]
 [ 1.70308709]
 [ 0.25079116]
 [ 0.88614746]
 [-2.73560775]
 [-0.26967404]
 [-1.71457889]
 [ 0.06759941]
 [ 0.7040031 ]
 [ 0.88610658]]
Progress: 41.0% ... Training loss: 0.269 ... Validation loss: 0.447[[  1.62382357e-01   2.35752424e-01  -1.04462868e-01   1.09187820e-01
   -5.19739508e-01  -7.10926431e-02  -7.12759057e-02   1.21209179e-01
   -5.60373123e-02   1.95805564e-01]
 [  1.77462311e-02   1.54906584e-01  -1.76779741e-02   5.21372710e-02
    6.64537371e-02  -8.53526022e-03   3.09092705e-01   4.16607332e-02
    1.46616437e-01  -2.24137599e-02]
 [  1.93682685e-01   7.72202161e-01   1.13501785e-02  -4.88362524e-02
    6.46679253e-01  -2.11190885e-02  -8.82465343e-01  -4.09442374e-02
    5.25400922e-02   2.84227339e-01]
 [  3.75308432e-02  -3.79854236e-01  -2.01228745e-01   1.60403396e-01
    3.11976897e-03   1.33696774e-01   2.10712145e-01   6.28517058e-02
    1.11031653e-01   2.68850600e-01]
 [ -2.09363706e-02   9.01744677e-02  -1.49179966e-01   4.24012993e-02
   -5.96987401e-02  -1.80861941e-01   6.48846473e-02  -1.18034063e-01
   -1.93347307e-01  -4.43518831e-02]
 [ -3.94364424e-01  -6.60234067e-01  -3.00430439e-01   1.53008093e-01
   -8.80836052e-02   4.20672333e-02   3.60993340e-01  -3.90455292e-02
   -2.86871065e-02  -2.81979683e-02]
 [ -2.55726960e-04  -2.26818986e-01   1.13186837e-02   9.77620784e-02
   -3.00820200e-02  -7.33667925e-02   1.75322531e-01  -1.90494619e-01
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    7.92180338e-02  -2.34107379e-02]
 [ -1.78097733e-01  -1.63442132e-01  -3.03797733e-01  -2.38274288e-02
   -1.45578419e-02   6.98309305e-02  -1.16709223e-01  -2.96911715e-02
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 [  3.67339416e-02  -4.26391537e-01   8.06057922e-02   3.46531982e-03
   -1.40926829e-01  -1.12223181e-01   2.24435972e-01  -1.07813634e-01
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   -6.17049744e-02   1.42527529e-02   2.10816232e-01  -1.02472454e-01
   -5.49117518e-03  -1.18270429e-01]
 [ -1.22333453e-01  -1.95230512e-01  -7.03358426e-02   4.44996459e-03
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   -1.68740980e-01  -2.12505907e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.75128096e-01  -3.36647875e-01   9.82787354e-02   2.25187374e-01
   -1.30444000e-01  -6.77690039e-02   8.61504957e-02  -2.59929887e-01
   -2.63956036e-01  -7.69832173e-02]
 [  1.00441887e-01  -1.95103864e-01  -2.28061360e-02   1.16335399e-01
   -5.36493915e-02  -8.80249780e-02   2.46492743e-01   2.69801773e-03
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 [  3.79616544e-02  -1.09025747e-01  -2.10068782e-01   1.53503349e-01
   -6.92708119e-02   8.20939471e-02  -3.18093753e-02  -1.97809887e-02
   -8.75041269e-02  -2.18327643e-03]
 [ -1.16793394e-01  -7.73985280e-02  -2.00414446e-01   1.63257369e-01
   -9.82191847e-03   1.32228799e-01   6.75348293e-03  -2.50060785e-01
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 [ -6.76092820e-02  -4.94635951e-02   2.75873797e-01   1.01546029e-01
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    7.62402770e-02   3.85349882e-02]
 [  6.60624106e-02  -4.45888165e-03   9.08661627e-02   9.91686993e-02
    1.05394183e-02  -1.97155183e-02   1.98518907e-01   1.21129242e-01
   -1.86399011e-02  -4.91428453e-02]
 [  8.93536439e-03  -1.47265429e-01  -2.92110594e-01  -5.27124461e-02
    1.31451085e-01  -9.23414194e-02   1.43015347e-01   1.62959469e-01
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 [  4.50382853e-02  -3.99832081e-02  -1.17539653e-01   4.04996659e-02
   -9.57967844e-02   3.22499821e-01   2.80216478e-01   2.04151072e-01
   -1.63086520e-01  -6.49509870e-02]
 [  7.97003680e-03   5.08676329e-03   1.25295812e-01   1.14682384e-01
   -1.78299595e-02   1.02906281e-01  -1.21387729e-01  -4.10632021e-02
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 [  1.13612970e-01   8.13851525e-02  -4.34360212e-02  -9.29338485e-02
   -1.06716481e-01  -3.31387397e-01   1.15177794e-01   8.89398780e-03
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   -2.30899855e-03  -2.03703834e-01  -6.23589145e-02  -2.02297194e-02
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 [ -1.59996025e-01  -1.21867762e-01  -2.03317584e-01  -2.08001085e-02
   -2.83209740e-01   5.07540902e-04   5.13596896e-02  -2.53649998e-02
   -9.95780310e-03   4.15687021e-02]
 [ -3.17209247e-02  -1.24691639e-01  -7.53651227e-02  -1.27715145e-01
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   -1.82517246e-01  -3.80109394e-01]
 [ -1.78641787e-02  -4.29259933e-01  -3.08959813e-02  -7.37608476e-02
    6.61738036e-01   1.00727416e-01   5.58083423e-01   9.13309192e-02
    2.93321615e-02  -3.87975985e-01]
 [  9.72410330e-03  -4.85217066e-01  -4.40807799e-02  -1.08453778e-01
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   -3.65362248e-01  -2.21319184e-01]
 [ -1.74358827e-01  -6.27253088e-01  -1.07192277e-02  -2.06497725e-01
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   -7.00432117e-02   8.22952538e-02]
 [ -2.99429500e-01  -4.45404486e-01   5.44695912e-02  -5.04767633e-02
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   -9.10149369e-02  -1.39094164e-01]
 [ -2.07982813e-01  -3.31275399e-01   2.51178384e-01  -2.43242256e-01
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   -2.57726496e-01  -2.77497268e-02]
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   -1.21138555e-02  -1.22577320e-01]
 [  9.41110643e-02   2.20449718e-01   1.56845847e-01  -1.15854953e-01
   -2.73497296e-02   5.73230823e-02  -1.19543057e-01   2.80820154e-01
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 [  3.56223926e-01   3.48937332e-01  -7.95067600e-02   3.19929950e-01
   -9.06360216e-01  -2.89901963e-01  -4.95184903e-01   1.78022306e-01
    3.92387393e-01  -1.84214356e-02]
 [  4.77192637e-02   1.29937299e-01   2.53484735e-01   2.48804353e-01
   -5.98312347e-02  -1.96406878e-01  -1.78041498e-01  -1.32967553e-01
   -1.38954167e-01  -2.89228535e-01]
 [  2.27531472e-02  -7.06608147e-02  -1.19188973e-01  -5.54588916e-02
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    3.22348064e-02   2.05428170e-01]
 [  1.61530245e-03  -4.81206579e-02  -6.69467777e-02  -5.11163882e-02
   -2.98083865e-02  -1.77970146e-01   8.03846491e-02   9.90791388e-03
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 [  2.89910504e-02   8.25048351e-02   2.43742778e-01   7.31525540e-02
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   -1.86542260e-01   1.05137736e-01]
 [  7.32243528e-02   4.11990847e-02   1.07507207e-01   7.51808066e-03
   -2.40677511e-01   6.79253143e-02   5.33604634e-02  -2.71038951e-01
   -1.75092370e-02  -8.82009851e-02]
 [ -1.00674230e-02   1.01858803e-01   8.45229229e-02  -3.09096603e-02
   -5.30809405e-02   1.80030573e-01   8.97395868e-02   1.18201700e-01
   -2.21538432e-02   1.71178945e-01]
 [  2.24828364e-01   8.65752561e-02   2.99016316e-02   8.48963845e-02
    1.42008611e-02  -2.50327297e-02  -1.85076412e-01   1.48710097e-01
   -5.12292809e-02  -1.59309496e-02]
 [  4.51429047e-02   1.42499597e-02   1.77433411e-02   4.36848402e-02
   -4.27932334e-01  -1.23889357e-01  -2.19408381e-01   4.12061900e-02
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 [  5.97282164e-02   5.20836141e-01   1.28303975e-01   4.37990718e-01
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 [  1.81630010e-01   5.07510752e-01   6.84363020e-02   4.34681862e-01
   -9.94042182e-01  -8.50027903e-02  -4.46566797e-01   1.51537723e-01
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 [  2.56050362e-01   3.25556908e-01   2.47968727e-01   1.54177805e-01
   -4.74699134e-01   7.87606000e-02  -2.32431881e-01   1.62930920e-01
    2.44738640e-01   8.46464139e-02]
 [ -7.46146018e-02   2.26607876e-01   2.40959545e-01   1.56203604e-02
   -4.44745985e-02   1.30939337e-01  -1.04844672e-01  -1.53240535e-02
   -3.31849168e-02   4.92424934e-02]
 [ -1.01349402e-01  -2.22693359e-03   2.36454198e-02   9.00602113e-02
   -4.91449223e-02   1.16655424e-01   2.48684702e-01   1.96867688e-02
   -2.77205468e-01  -9.64726943e-02]
 [ -2.21394099e-01  -3.28785642e-02  -9.38069976e-02  -3.44338080e-01
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   -2.07077595e-01   3.25029534e-02]
 [  1.03168451e-02  -4.05745139e-01  -1.27663398e-01  -1.61015001e-01
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   -1.65105914e-01  -2.22004920e-01]
 [  1.10664417e-01  -2.42340586e-01  -1.56379838e-01  -2.41834163e-02
   -3.53947801e-03  -4.62781313e-02   1.05637992e-01  -1.54199806e-01
    1.12739453e-01  -1.59594009e-01]
 [ -1.09222927e-01   6.47158426e-02   2.67403033e-01   5.99568614e-03
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   -1.02478639e-01  -4.74192804e-02]
 [ -3.47713289e-01   9.03134011e-03   1.47969641e-02  -2.49497408e-02
    1.61765524e-01  -1.75024712e-01   1.96644274e-02   2.34303954e-01
   -8.43875318e-02   7.61017311e-02]
 [  1.48723826e-01   8.09623286e-03  -2.32040854e-01  -7.42668817e-02
    9.83216251e-02  -3.00876011e-01   7.61554951e-02  -1.66810617e-01
    6.97484794e-03  -1.80718520e-01]
 [  2.13227432e-01  -1.93280242e-01   6.53817648e-02  -1.99940291e-02
    9.24313794e-02  -3.76177506e-02   4.82949882e-02  -1.36588145e-01
    1.15356518e-01  -1.75803749e-01]
 [ -1.06644427e-01  -8.61450223e-02   1.20832355e-01   1.07061244e-01
    4.36699920e-02  -1.13605863e-01   2.64559576e-01  -7.83186544e-02
    1.81181465e-01  -5.65158959e-03]
 [ -2.53834452e-02  -2.12578406e-01   1.89989036e-01  -2.80156774e-01
   -1.18819940e-01   1.25251839e-01   1.04770416e-01  -1.20477736e-01
    1.30061137e-03   1.95882546e-01]]
[[ 0.63995016]
 [ 1.71532233]
 [ 0.26037993]
 [ 0.89679516]
 [-2.73081678]
 [-0.26346708]
 [-1.70636242]
 [ 0.07414991]
 [ 0.71262634]
 [ 0.89414123]]
Progress: 41.1% ... Training loss: 0.272 ... Validation loss: 0.440[[  1.63064087e-01   2.37633921e-01  -1.04128968e-01   1.10085259e-01
   -5.20701374e-01  -7.13750787e-02  -7.29736550e-02   1.21291489e-01
   -5.52170127e-02   1.96940375e-01]
 [  1.74061708e-02   1.54025051e-01  -1.78176915e-02   5.16581859e-02
    6.77187248e-02  -8.39118164e-03   3.09766847e-01   4.16212596e-02
    1.46233143e-01  -2.28895699e-02]
 [  1.93607037e-01   7.72685607e-01   1.13651414e-02  -4.87295251e-02
    6.47695235e-01  -2.11024190e-02  -8.83350169e-01  -4.09524887e-02
    5.24308040e-02   2.84168533e-01]
 [  3.86514973e-02  -3.78542204e-01  -2.00703287e-01   1.62070186e-01
   -1.05295523e-03   1.33134457e-01   2.10004623e-01   6.30088684e-02
    1.12189500e-01   2.70514238e-01]
 [ -2.05415304e-02   9.12185371e-02  -1.49014803e-01   4.28744829e-02
   -6.00534529e-02  -1.80930791e-01   6.37315935e-02  -1.18005332e-01
   -1.92804527e-01  -4.36656812e-02]
 [ -3.94316312e-01  -6.60013687e-01  -3.00431602e-01   1.53046569e-01
   -8.87787125e-02   4.20481384e-02   3.60782242e-01  -3.90416769e-02
   -2.86472301e-02  -2.81458252e-02]
 [  1.65407039e-03  -2.22366981e-01   1.21023536e-02   1.00296005e-01
   -3.60866238e-02  -7.41300161e-02   1.70867973e-01  -1.90285374e-01
    2.04584618e-01   4.49699229e-02]
 [  1.09833161e-01  -2.58720219e-01   3.31517098e-02  -7.30684180e-02
    2.43486973e-02  -4.82880365e-02   7.92651003e-02   1.18630870e-01
    7.93364489e-02  -2.32227622e-02]
 [ -1.78993360e-01  -1.66019728e-01  -3.04139384e-01  -2.50627901e-02
   -1.16574020e-02   7.01860894e-02  -1.14435673e-01  -2.97904632e-02
    2.61424807e-01  -1.37478440e-01]
 [  3.78702602e-02  -4.23394353e-01   8.10929666e-02   4.98888511e-03
   -1.45790240e-01  -1.12684809e-01   2.21017130e-01  -1.07688939e-01
    5.92156616e-03   8.07846188e-02]
 [ -8.19952308e-02  -8.95872849e-02   3.33619115e-03  -1.35070527e-01
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[[ 0.64513851]
 [ 1.71832407]
 [ 0.26431504]
 [ 0.90276898]
 [-2.72959391]
 [-0.26033793]
 [-1.70252065]
 [ 0.07747836]
 [ 0.71742315]
 [ 0.89823588]]
Progress: 41.1% ... Training loss: 0.275 ... Validation loss: 0.441[[  1.59527764e-01   2.30154124e-01  -1.05604549e-01   1.04887112e-01
   -5.06292192e-01  -6.99233451e-02  -6.47254317e-02   1.20837141e-01
   -5.92378469e-02   1.92118814e-01]
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 [  1.91283753e-01   7.65599166e-01   1.02282316e-02  -5.26272856e-02
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   -1.69573908e-01  -2.13529064e-01]
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   -1.82830623e-01  -3.80532691e-01]
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   -3.66029294e-01  -2.22145782e-01]
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   -1.72607912e-02  -8.78688440e-02]
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 [  1.09402805e-01  -2.44625209e-01  -1.56859199e-01  -2.60396217e-02
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   -1.02668484e-01  -4.76108960e-02]
 [ -3.47534057e-01   8.60923373e-03   1.48292853e-02  -2.47288232e-02
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 [  1.48073660e-01   6.91213951e-03  -2.32230198e-01  -7.49891087e-02
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 [  2.12892608e-01  -1.94078933e-01   6.52283838e-02  -2.05558494e-02
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 [ -1.06490349e-01  -8.59277528e-02   1.20886118e-01   1.07227332e-01
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    1.81383421e-01  -5.35630584e-03]
 [ -2.67081737e-02  -2.14686161e-01   1.89449454e-01  -2.82135423e-01
   -1.14897108e-01   1.25821759e-01   1.06987917e-01  -1.20656776e-01
   -1.93045645e-04   1.94169205e-01]]
[[ 0.62732551]
 [ 1.7068472 ]
 [ 0.25050849]
 [ 0.88602498]
 [-2.74414087]
 [-0.27436255]
 [-1.71929179]
 [ 0.06217945]
 [ 0.70058157]
 [ 0.88033325]]
Progress: 41.2% ... Training loss: 0.272 ... Validation loss: 0.444[[  1.63068308e-01   2.36704663e-01  -1.04331959e-01   1.09668745e-01
   -5.18712496e-01  -7.13922873e-02  -7.23002941e-02   1.21188434e-01
   -5.52797938e-02   1.97031637e-01]
 [  1.77163639e-02   1.54748831e-01  -1.77017272e-02   5.20548120e-02
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    1.46545228e-01  -2.24921406e-02]
 [  1.91891418e-01   7.66982816e-01   1.03355056e-02  -5.19089846e-02
    6.57580674e-01  -2.02096177e-02  -8.79042759e-01  -4.12524126e-02
    4.97687405e-02   2.81256385e-01]
 [  3.29325019e-02  -3.93923531e-01  -2.02952893e-01   1.54342036e-01
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    1.06421885e-01   2.62959321e-01]
 [ -2.19046099e-02   8.62913897e-02  -1.49459971e-01   4.07742426e-02
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   -1.94758580e-01  -4.60135577e-02]
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   -2.81871800e-02  -2.76338932e-02]
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   -1.15179257e-02   7.03847705e-02  -1.12791678e-01  -2.98296709e-02
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   -7.61493592e-03  -1.20988330e-01]
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   -1.69239970e-01  -2.13123548e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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   -2.63936094e-01  -7.69899901e-02]
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   -8.71716989e-02  -1.79584339e-03]
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 [  6.55861854e-02  -6.16604404e-03   9.06512579e-02   9.84414087e-02
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 [  7.30950181e-03  -1.51016337e-01  -2.92815209e-01  -5.51254014e-02
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 [  4.52857404e-02  -4.07269217e-02  -1.17487140e-01   4.06361991e-02
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   -1.82698651e-01  -3.80356694e-01]
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 [  9.08546421e-03  -4.87070591e-01  -4.43436174e-02  -1.09372056e-01
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 [  3.55089514e-01   3.46806558e-01  -7.99247911e-02   3.18062807e-01
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 [  4.77998360e-02   1.30003087e-01   2.53528739e-01   2.48880895e-01
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   -1.84901366e-01   1.07162959e-01]
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   -1.65321671e-01  -2.22263787e-01]
 [  1.10612741e-01  -2.41062084e-01  -1.56418760e-01  -2.40729263e-02
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   -1.02018325e-01  -4.68598001e-02]
 [ -3.47265881e-01   9.09200988e-03   1.49354664e-02  -2.43201195e-02
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   -8.38846736e-02   7.67231105e-02]
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    1.15502654e-01  -1.75638220e-01]
 [ -1.06180234e-01  -8.52141039e-02   1.21010859e-01   1.07658089e-01
    4.18661082e-02  -1.13828838e-01   2.63496159e-01  -7.82701439e-02
    1.81739644e-01  -4.91034689e-03]
 [ -2.73078883e-02  -2.16432164e-01   1.89197088e-01  -2.83078481e-01
   -1.13655276e-01   1.26101974e-01   1.09002982e-01  -1.20717351e-01
   -7.33401695e-04   1.93349202e-01]]
[[ 0.6305476 ]
 [ 1.70983585]
 [ 0.25587875]
 [ 0.8893507 ]
 [-2.73951833]
 [-0.27067725]
 [-1.7146061 ]
 [ 0.0659193 ]
 [ 0.70223949]
 [ 0.88447532]]
Progress: 41.2% ... Training loss: 0.271 ... Validation loss: 0.441[[  1.64077370e-01   2.41101810e-01  -1.03896735e-01   1.11077620e-01
   -5.22190293e-01  -7.18510513e-02  -7.55149133e-02   1.21294969e-01
   -5.41227423e-02   1.98248043e-01]
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 [  1.94077595e-01   7.74370045e-01   1.11860389e-02  -4.91405289e-02
    6.51693881e-01  -2.11240568e-02  -8.85510136e-01  -4.10422245e-02
    5.20180905e-02   2.83830924e-01]
 [  3.54041340e-02  -3.90248597e-01  -2.01886361e-01   1.58092357e-01
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 [ -2.04169433e-02   9.00306661e-02  -1.48889311e-01   4.27650843e-02
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   -1.93183413e-01  -4.41173843e-02]
 [ -3.94073336e-01  -6.60011430e-01  -3.00284813e-01   1.53553627e-01
   -9.33630240e-02   4.18612188e-02   3.60864369e-01  -3.90254157e-02
   -2.82656958e-02  -2.77019310e-02]
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   -8.12358921e-03  -1.21584103e-01]
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   -1.68960651e-01  -2.12770743e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.75610212e-01  -3.37301493e-01   9.80907814e-02   2.24561131e-01
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   -2.64540684e-01  -7.77096466e-02]
 [  1.00480109e-01  -1.95644273e-01  -2.27670255e-02   1.16402725e-01
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 [  6.57965275e-02  -5.35826810e-03   9.07316488e-02   9.86758498e-02
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   -1.90350050e-02  -4.96667848e-02]
 [  8.07098781e-03  -1.48370025e-01  -2.92493095e-01  -5.39625204e-02
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 [  4.50970143e-02  -4.14249403e-02  -1.17582751e-01   4.03228888e-02
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 [  9.10256564e-03  -4.87195699e-01  -4.43343246e-02  -1.09342035e-01
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   -3.66077883e-01  -2.22226566e-01]
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   -9.10440574e-02  -1.39105817e-01]
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 [  3.55589939e-01   3.48164261e-01  -7.97136330e-02   3.18815300e-01
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 [  4.79470468e-02   1.30171461e-01   2.53604856e-01   2.49112936e-01
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 [  2.22331851e-02  -7.23831540e-02  -1.19462902e-01  -5.62961784e-02
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   -1.72858508e-02  -8.79196538e-02]
 [ -9.00781897e-03   1.04158639e-01   8.49780682e-02  -2.93686334e-02
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   -2.09092653e-02   1.72746870e-01]
 [  2.26326194e-01   9.02404481e-02   3.05076694e-02   8.69542508e-02
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   -4.96302548e-02  -1.38271370e-02]
 [  4.56333061e-02   1.55606414e-02   1.79597899e-02   4.44285219e-02
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   -2.77889918e-01  -9.72956464e-02]
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   -1.65357443e-01  -2.22297693e-01]
 [  1.11000652e-01  -2.39557042e-01  -1.56264349e-01  -2.35333298e-02
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   -1.01680741e-01  -4.64135859e-02]
 [ -3.45959493e-01   1.21096546e-02   1.54828863e-02  -2.24039121e-02
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   -8.23819289e-02   7.83961906e-02]
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 [ -1.06610415e-01  -8.60638147e-02   1.20858267e-01   1.07142479e-01
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    1.81287250e-01  -5.44835101e-03]
 [ -2.60187099e-02  -2.13294542e-01   1.89712476e-01  -2.81206873e-01
   -1.19091232e-01   1.25558873e-01   1.05704767e-01  -1.20583405e-01
    7.47078470e-04   1.95097909e-01]]
[[ 0.64145504]
 [ 1.7185491 ]
 [ 0.26575471]
 [ 0.89956688]
 [-2.72936599]
 [-0.26174371]
 [-1.70639071]
 [ 0.07622615]
 [ 0.71438448]
 [ 0.89709535]]
Progress: 41.3% ... Training loss: 0.276 ... Validation loss: 0.440[[  1.65106018e-01   2.43767614e-01  -1.03426048e-01   1.12451626e-01
   -5.25457094e-01  -7.22478773e-02  -7.77623222e-02   1.21424989e-01
   -5.30030450e-02   1.99393029e-01]
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 [  1.95032284e-01   7.77820042e-01   1.15351977e-02  -4.81141455e-02
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    5.28636848e-02   2.84698455e-01]
 [  3.72314634e-02  -3.85774777e-01  -2.00985018e-01   1.61196743e-01
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 [ -2.01740361e-02   9.21905595e-02  -1.48763925e-01   4.30712878e-02
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   -1.92918135e-01  -4.39855650e-02]
 [ -3.94144880e-01  -6.60185374e-01  -3.00301463e-01   1.53434983e-01
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   -2.83286088e-02  -2.78900978e-02]
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   -3.52032544e-02  -7.39758600e-02   1.71603612e-01  -1.90354397e-01
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 [ -1.79019624e-01  -1.66574982e-01  -3.04117774e-01  -2.49542046e-02
   -1.36587182e-02   7.01658127e-02  -1.13440028e-01  -2.97702018e-02
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 [  3.91582503e-02  -4.18398288e-01   8.14431789e-02   6.25644147e-03
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[[ 0.64004105]
 [ 1.71885692]
 [ 0.26341387]
 [ 0.89846594]
 [-2.73313812]
 [-0.26191486]
 [-1.70938831]
 [ 0.07581036]
 [ 0.71335563]
 [ 0.89851683]]
Progress: 41.4% ... Training loss: 0.274 ... Validation loss: 0.440[[  1.63263619e-01   2.40216906e-01  -1.04163632e-01   1.09904277e-01
   -5.19034799e-01  -7.15712691e-02  -7.43123592e-02   1.21228919e-01
   -5.49885666e-02   1.97187515e-01]
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 [  1.91028075e-01   7.70316380e-01   9.79023122e-03  -5.38659151e-02
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   -1.68239258e-01  -2.11778168e-01]
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   -1.77128684e-02  -8.84321553e-02]
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   -5.23269776e-02  -1.71752853e-02]
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 [  1.10629133e-01  -2.40120913e-01  -1.56471225e-01  -2.39964738e-02
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 [ -3.46303430e-01   1.10021996e-02   1.53364087e-02  -2.30041021e-02
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 [  1.46507462e-01   3.29376449e-03  -2.32926285e-01  -7.75062766e-02
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 [ -1.06915129e-01  -8.68351906e-02   1.20759946e-01   1.06702950e-01
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    1.80832007e-01  -5.69880363e-03]
 [ -2.62835811e-02  -2.13437793e-01   1.89618380e-01  -2.81497340e-01
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    5.69299574e-04   1.94852069e-01]]
[[ 0.62504422]
 [ 1.70509784]
 [ 0.24871945]
 [ 0.88600858]
 [-2.74673631]
 [-0.27350899]
 [-1.71875508]
 [ 0.06444562]
 [ 0.6988458 ]
 [ 0.88247499]]
Progress: 41.4% ... Training loss: 0.270 ... Validation loss: 0.444[[  1.62222945e-01   2.37163183e-01  -1.04552832e-01   1.08533966e-01
   -5.15463837e-01  -7.11573771e-02  -7.14888922e-02   1.21124622e-01
   -5.60818404e-02   1.96052833e-01]
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 [  1.91415071e-01   7.71290024e-01   9.95370226e-03  -5.33307749e-02
    6.63644401e-01  -1.99641519e-02  -8.82235562e-01  -4.14047243e-02
    4.87210015e-02   2.79983722e-01]
 [  3.86757523e-02  -3.85885032e-01  -2.00514783e-01   1.63257023e-01
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    1.13655451e-01   2.72259571e-01]
 [ -2.17781064e-02   8.88782394e-02  -1.49408499e-01   4.10091060e-02
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   -2.74137410e-02  -2.67201662e-02]
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   -8.89037667e-03  -1.22210911e-01]
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   -1.68687411e-01  -2.12321941e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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   -2.14810125e-02  -5.27309921e-02]
 [  9.13806437e-03  -1.45211859e-01  -2.92102196e-01  -5.25192546e-02
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   -1.81936584e-01  -3.79414274e-01]
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 [  9.39223796e-03  -4.87250318e-01  -4.41780721e-02  -1.08826825e-01
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   -3.65707674e-01  -2.21754388e-01]
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 [  3.54916164e-01   3.45260485e-01  -8.00769214e-02   3.17591718e-01
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 [  4.79780404e-02   1.30085265e-01   2.53635739e-01   2.49153339e-01
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   -5.13245422e-02  -1.58706589e-02]
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   -1.65233119e-01  -2.22154816e-01]
 [  1.12568038e-01  -2.35999215e-01  -1.55675330e-01  -2.10685192e-02
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   -1.03845781e-01  -4.91254740e-02]
 [ -3.45885776e-01   1.13783373e-02   1.55168451e-02  -2.22935622e-02
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   -8.22208832e-02   7.86495733e-02]
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 [  2.11714470e-01  -1.98130252e-01   6.46986846e-02  -2.23663122e-02
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    1.13518876e-01  -1.78055413e-01]
 [ -1.06851144e-01  -8.67925909e-02   1.20782069e-01   1.06793890e-01
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    1.80903486e-01  -5.63803622e-03]
 [ -2.66302677e-02  -2.14840717e-01   1.89469009e-01  -2.82080348e-01
   -1.21211858e-01   1.25860578e-01   1.07584034e-01  -1.20665127e-01
    1.29675010e-04   1.94558138e-01]]
[[ 0.62707103]
 [ 1.70422766]
 [ 0.2509432 ]
 [ 0.88711587]
 [-2.73957158]
 [-0.2703343 ]
 [-1.71352667]
 [ 0.06821921]
 [ 0.70019525]
 [ 0.88352454]]
Progress: 41.5% ... Training loss: 0.270 ... Validation loss: 0.444[[  1.61800429e-01   2.34287730e-01  -1.04875580e-01   1.07359386e-01
   -5.10471577e-01  -7.08262214e-02  -6.97368596e-02   1.21034642e-01
   -5.67248334e-02   1.94972688e-01]
 [  1.76637214e-02   1.54544530e-01  -1.77774306e-02   5.18394180e-02
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    1.46365757e-01  -2.27135806e-02]
 [  1.87388894e-01   7.62635404e-01   8.06782032e-03  -5.99092196e-02
    6.80777136e-01  -1.80182136e-02  -8.74098650e-01  -4.19142370e-02
    4.39860545e-02   2.73621886e-01]
 [  4.25055700e-02  -3.78528525e-01  -1.98917501e-01   1.69174451e-01
   -1.09967536e-02   1.31535145e-01   2.09423563e-01   6.35067897e-02
    1.17996934e-01   2.77891230e-01]
 [ -2.34647457e-02   9.02712179e-02  -1.49763779e-01   3.96705255e-02
   -5.53487097e-02  -1.80125522e-01   6.69725233e-02  -1.18218294e-01
   -1.96306497e-01  -4.77015542e-02]
 [ -3.92385264e-01  -6.58627208e-01  -2.99597059e-01   1.55922810e-01
   -9.97759217e-02   4.10365690e-02   3.58570299e-01  -3.88317508e-02
   -2.62950107e-02  -2.53517957e-02]
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   -1.54200812e-02   7.01745370e-02  -1.13006571e-01  -2.97730133e-02
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   -8.36412301e-03  -1.21610159e-01]
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   -1.69197879e-01  -2.13026070e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.74777281e-01  -3.36351369e-01   9.85024171e-02   2.26006512e-01
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   -2.63547577e-01  -7.64177117e-02]
 [  1.00390976e-01  -1.97123153e-01  -2.27982388e-02   1.16259754e-01
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 [  3.77744036e-02  -1.10256541e-01  -2.10218135e-01   1.53095958e-01
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   -8.75706710e-02  -2.51188384e-03]
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 [  6.25579342e-02  -1.34968436e-02   8.93022206e-02   9.38120425e-02
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   -2.28138754e-02  -5.45631953e-02]
 [  8.48088488e-03  -1.47199623e-01  -2.92416826e-01  -5.36357402e-02
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 [  4.57285420e-02  -3.99532355e-02  -1.17338937e-01   4.12346173e-02
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   -1.81931182e-01  -3.79407466e-01]
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 [  9.69741015e-03  -4.86582776e-01  -4.40507097e-02  -1.08369445e-01
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   -3.65358765e-01  -2.21323448e-01]
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   -7.01528999e-02   8.23230900e-02]
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   -9.15538822e-02  -1.39702128e-01]
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   -2.57918976e-01  -2.79351029e-02]
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   -1.20595969e-02  -1.22411339e-01]
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 [  3.55178920e-01   3.44835840e-01  -8.00414452e-02   3.17650906e-01
   -9.00224026e-01  -2.89217356e-01  -4.90719603e-01   1.77857701e-01
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 [  4.78921242e-02   1.29841165e-01   2.53598583e-01   2.49022355e-01
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   -1.38676518e-01  -2.88916505e-01]
 [  2.20906491e-02  -7.29633930e-02  -1.19553104e-01  -5.65837751e-02
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 [  5.27240365e-04  -5.16594037e-02  -6.74098091e-02  -5.28182939e-02
   -2.47619345e-02  -1.77528668e-01   8.31479188e-02   9.77155767e-03
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 [  2.99032600e-02   8.63949790e-02   2.44056720e-01   7.44662746e-02
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   -1.85492164e-01   1.06461287e-01]
 [  7.40703202e-02   4.33185902e-02   1.07797131e-01   8.64541092e-03
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   -1.65814813e-02  -8.70143527e-02]
 [ -9.82358357e-03   1.02072759e-01   8.46803377e-02  -3.05050448e-02
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   -2.18560838e-02   1.71710118e-01]
 [  2.24866208e-01   8.67614788e-02   2.97926491e-02   8.45766364e-02
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   -5.15399740e-02  -1.61392356e-02]
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 [  2.55961862e-01   3.27396421e-01   2.48052373e-01   1.54587458e-01
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   -3.35787114e-02   4.88132550e-02]
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   -2.77941567e-01  -9.73478676e-02]
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   -2.07526495e-01   3.19706729e-02]
 [  1.02458933e-02  -4.06197193e-01  -1.27671165e-01  -1.61041787e-01
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   -1.65143844e-01  -2.22059920e-01]
 [  1.12791146e-01  -2.36315563e-01  -1.55684030e-01  -2.10116320e-02
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 [ -1.09781127e-01   5.94732645e-02   2.67241334e-01   5.06943869e-03
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   -1.03119964e-01  -4.81589272e-02]
 [ -3.45337386e-01   1.26742220e-02   1.57605696e-02  -2.13818675e-02
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   -8.15352830e-02   7.93914868e-02]
 [  1.45330202e-01   1.24959803e-04  -2.33391115e-01  -7.91632979e-02
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    1.11577647e-01  -1.80530269e-01]
 [ -1.06753093e-01  -8.67407089e-02   1.20815627e-01   1.06916467e-01
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    1.80971201e-01  -5.52695643e-03]
 [ -2.64217480e-02  -2.14657511e-01   1.89558102e-01  -2.81752818e-01
   -1.22814448e-01   1.25765018e-01   1.07198196e-01  -1.20641448e-01
    4.01595076e-04   1.94795785e-01]]
[[ 0.62042181]
 [ 1.69414746]
 [ 0.24733279]
 [ 0.88510778]
 [-2.74316202]
 [-0.27003809]
 [-1.70859481]
 [ 0.06585783]
 [ 0.69715184]
 [ 0.88058258]]
Progress: 41.5% ... Training loss: 0.271 ... Validation loss: 0.451[[  1.61356060e-01   2.33296534e-01  -1.05043742e-01   1.06590109e-01
   -5.08738835e-01  -7.06258625e-02  -6.82819367e-02   1.20982629e-01
   -5.71990340e-02   1.94489941e-01]
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    1.46337273e-01  -2.27472236e-02]
 [  1.88009907e-01   7.64571724e-01   8.26358062e-03  -5.93741132e-02
    6.81076027e-01  -1.82776210e-02  -8.76297344e-01  -4.18715994e-02
    4.44397703e-02   2.74197598e-01]
 [  4.25038456e-02  -3.80760096e-01  -1.98865380e-01   1.69691313e-01
   -1.21629055e-02   1.31439979e-01   2.11328547e-01   6.35462054e-02
    1.18249898e-01   2.78289859e-01]
 [ -2.18576427e-02   9.49963468e-02  -1.49205238e-01   4.18134077e-02
   -6.21157403e-02  -1.80766917e-01   6.18977999e-02  -1.18072576e-01
   -1.94377087e-01  -4.55938577e-02]
 [ -3.91696065e-01  -6.57714672e-01  -2.99306469e-01   1.57006321e-01
   -1.04250554e-01   4.07143591e-02   3.57687051e-01  -3.87458428e-02
   -2.54009298e-02  -2.41932746e-02]
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    7.60446540e-02  -2.68040980e-02]
 [ -1.78065148e-01  -1.65124953e-01  -3.03712701e-01  -2.35503847e-02
   -2.02377133e-02   6.97528176e-02  -1.15699554e-01  -2.96654806e-02
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    1.81966229e-01  -4.26061459e-03]
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[[ 0.62543831]
 [ 1.69933226]
 [ 0.25122967]
 [ 0.89060993]
 [-2.73728383]
 [-0.26424512]
 [-1.70308362]
 [ 0.0724127 ]
 [ 0.70341703]
 [ 0.88587895]]
Progress: 41.5% ... Training loss: 0.270 ... Validation loss: 0.449[[  1.62123508e-01   2.34983874e-01  -1.04750261e-01   1.07677909e-01
   -5.12862022e-01  -7.08700777e-02  -7.01844790e-02   1.21072236e-01
   -5.62541111e-02   1.95477788e-01]
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 [  1.89188800e-01   7.67560531e-01   8.72312309e-03  -5.78828410e-02
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    4.58540440e-02   2.75911684e-01]
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 [ -2.35576320e-02   9.02056307e-02  -1.49912393e-01   3.94918388e-02
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   -1.69182071e-01  -2.13010754e-01]
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   -2.37383956e-02  -5.56899188e-02]
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   -1.81324028e-01  -3.78677158e-01]
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 [  9.65914700e-03  -4.86716967e-01  -4.40662487e-02  -1.08412020e-01
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 [ -1.05963444e-01  -8.51768152e-02   1.21157049e-01   1.08106505e-01
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    1.81945193e-01  -4.25782880e-03]
 [ -2.60828690e-02  -2.12524546e-01   1.89649341e-01  -2.81490957e-01
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[[ 0.62533359]
 [ 1.70019939]
 [ 0.25076821]
 [ 0.88937188]
 [-2.73885411]
 [-0.26466879]
 [-1.70602384]
 [ 0.07250639]
 [ 0.70182712]
 [ 0.88630392]]
Progress: 41.6% ... Training loss: 0.269 ... Validation loss: 0.448[[  1.60818025e-01   2.33294219e-01  -1.05273482e-01   1.05603745e-01
   -5.07556855e-01  -7.02762581e-02  -6.78958858e-02   1.20908302e-01
   -5.79198503e-02   1.93232156e-01]
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 [  1.85746530e-01   7.63415223e-01   7.18012436e-03  -6.34140428e-02
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    4.14957470e-02   2.70223019e-01]
 [  4.59695330e-02  -3.73636544e-01  -1.97431810e-01   1.74658889e-01
   -2.40203522e-02   1.30063063e-01   2.03328902e-01   6.39199639e-02
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 [ -2.47341146e-02   8.71846738e-02  -1.50469019e-01   3.75163614e-02
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   -2.49961514e-02  -2.39363487e-02]
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   -1.69846811e-01  -2.13892751e-01]
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   -2.77301158e-01  -9.65808403e-02]
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   -2.06796076e-01   3.28262125e-02]
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   -1.64665523e-01  -2.21454459e-01]
 [  1.14140787e-01  -2.33524488e-01  -1.55108842e-01  -1.88866342e-02
   -2.37842994e-02  -4.76623320e-02   9.60919013e-02  -1.53908316e-01
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 [ -1.11565301e-01   5.46562031e-02   2.66554232e-01   2.65528645e-03
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   -1.05122426e-01  -5.06655178e-02]
 [ -3.43276878e-01   1.72138345e-02   1.66251204e-02  -1.86406616e-02
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   -7.93080695e-02   8.19462955e-02]
 [  1.43627688e-01  -3.66132117e-03  -2.34150819e-01  -8.17153031e-02
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 [  2.11087423e-01  -2.00588049e-01   6.44072113e-02  -2.34948464e-02
    1.01759821e-01  -3.66911627e-02   5.48387032e-02  -1.36846083e-01
    1.12459782e-01  -1.79027018e-01]
 [ -1.06705423e-01  -8.66301854e-02   1.20880888e-01   1.07099829e-01
    4.20117995e-02  -1.13749935e-01   2.64755027e-01  -7.83235947e-02
    1.81072706e-01  -5.23578145e-03]
 [ -2.46356002e-02  -2.09443821e-01   1.90230746e-01  -2.79368481e-01
   -1.32786337e-01   1.25074218e-01   1.01976722e-01  -1.20456818e-01
    2.39008788e-03   1.97101068e-01]]
[[ 0.62751648]
 [ 1.69721518]
 [ 0.25400012]
 [ 0.89584277]
 [-2.74080745]
 [-0.2595984 ]
 [-1.69713356]
 [ 0.07760814]
 [ 0.70841964]
 [ 0.89151952]]
Progress: 41.6% ... Training loss: 0.270 ... Validation loss: 0.454[[  1.61240213e-01   2.37386124e-01  -1.05039440e-01   1.06054283e-01
   -5.10454044e-01  -7.04622277e-02  -7.16330075e-02   1.20960126e-01
   -5.74318265e-02   1.93781114e-01]
 [  1.82081713e-02   1.55707759e-01  -1.75718100e-02   5.25896588e-02
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    1.46940074e-01  -2.19974274e-02]
 [  1.89759269e-01   7.70813097e-01   8.93032285e-03  -5.75524301e-02
    6.80102365e-01  -1.89687757e-02  -8.82981623e-01  -4.16257267e-02
    4.64625514e-02   2.76233824e-01]
 [  4.92359440e-02  -3.64444375e-01  -1.95934046e-01   1.79665497e-01
   -3.02272368e-02   1.28934338e-01   1.93930116e-01   6.43038755e-02
    1.26079782e-01   2.87339788e-01]
 [ -2.65661377e-02   8.28265261e-02  -1.51131425e-01   3.48541080e-02
   -4.45080317e-02  -1.79048491e-01   7.42531821e-02  -1.18559011e-01
   -1.99721713e-01  -5.22568999e-02]
 [ -3.93405048e-01  -6.59718929e-01  -3.00006068e-01   1.54509325e-01
   -1.02166498e-01   4.14274083e-02   3.59953208e-01  -3.89823992e-02
   -2.75334190e-02  -2.70808193e-02]
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   -2.74510006e-02  -7.28553513e-02   1.77676924e-01  -1.90611182e-01
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   -1.73807952e-02   7.00764401e-02  -1.12962485e-01  -2.97746567e-02
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 [  3.55892471e-02  -4.27429137e-01   7.97898882e-02   1.91467121e-04
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   -6.29303789e-03  -1.18948016e-01]
 [ -1.24460005e-01  -2.01777144e-01  -7.10068190e-02   2.31332985e-03
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   -1.70783486e-01  -2.15110847e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.75641393e-01  -3.37597183e-01   9.81300107e-02   2.24891105e-01
   -1.33742531e-01  -6.75957261e-02   8.75487183e-02  -2.59983789e-01
   -2.64578799e-01  -7.77198283e-02]
 [  9.92488310e-02  -1.99661946e-01  -2.32181970e-02   1.14743319e-01
   -5.29961296e-02  -8.77126160e-02   2.50401587e-01   2.54211500e-03
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 [  3.85999984e-02  -1.07785691e-01  -2.09841098e-01   1.54327631e-01
   -7.37199258e-02   8.16537854e-02  -3.35813066e-02  -1.97038710e-02
   -8.65770897e-02  -1.25197774e-03]
 [ -1.16322859e-01  -7.74561433e-02  -2.00181112e-01   1.63683479e-01
   -1.13573021e-02   1.31980000e-01   6.07739125e-03  -2.49992194e-01
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 [  6.17648736e-02  -1.41002926e-02   8.89574213e-02   9.23332261e-02
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   -2.38501443e-02  -5.59965006e-02]
 [  9.67877321e-03  -1.43491982e-01  -2.91977484e-01  -5.19294753e-02
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 [  4.62640841e-02  -3.91570419e-02  -1.17085577e-01   4.20331322e-02
   -1.00837563e-01   3.22122642e-01   2.78595566e-01   2.04267731e-01
   -1.61864438e-01  -6.30103327e-02]
 [  4.74491207e-03  -1.86891151e-03   1.23977499e-01   1.10322456e-01
   -5.05287897e-03   1.04180757e-01  -1.13902143e-01  -4.14653143e-02
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   -1.03380890e-01  -3.30667102e-01   1.20473908e-01   8.70389623e-03
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   -1.36517360e-02  -2.04918256e-01  -6.80090332e-02  -1.99139127e-02
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   -2.78197603e-01   1.46550541e-03   5.61486498e-02  -2.56216642e-02
   -1.24135734e-02   3.84798282e-02]
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   -1.80298252e-01  -3.77398325e-01]
 [ -1.87734582e-02  -4.33137446e-01  -3.12821910e-02  -7.50346492e-02
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    2.83406267e-02  -3.89250009e-01]
 [  9.46114146e-03  -4.86982929e-01  -4.41331715e-02  -1.08679466e-01
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   -3.65594332e-01  -2.21623497e-01]
 [ -1.74683833e-01  -6.29619833e-01  -1.08300205e-02  -2.06726548e-01
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   -7.02218882e-02   8.22747198e-02]
 [ -3.00710641e-01  -4.49948719e-01   5.40587217e-02  -5.18856168e-02
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   -9.21440801e-02  -1.40423173e-01]
 [ -2.09092936e-01  -3.34046376e-01   2.50774086e-01  -2.44705339e-01
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   -2.58831195e-01  -2.90571697e-02]
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   -1.19847550e-02  -1.22344359e-01]
 [  9.70199612e-02   2.26877233e-01   1.58011134e-01  -1.11713668e-01
   -4.00573139e-02   5.60849469e-02  -1.26416124e-01   2.81123337e-01
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 [  3.55495399e-01   3.45677236e-01  -7.98813567e-02   3.18037043e-01
   -9.03549333e-01  -2.89426932e-01  -4.92723224e-01   1.77883197e-01
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 [  4.80779686e-02   1.30412117e-01   2.53675779e-01   2.49241097e-01
   -6.11327977e-02  -1.96588119e-01  -1.78708679e-01  -1.32919414e-01
   -1.38443277e-01  -2.88625234e-01]
 [  2.16646175e-02  -7.41354590e-02  -1.19746351e-01  -5.72815411e-02
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 [ -6.78491810e-04  -5.46400131e-02  -6.78933354e-02  -5.46292023e-02
   -1.99270401e-02  -1.77063233e-01   8.61940101e-02   9.63531080e-03
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 [  3.08776827e-02   8.91577543e-02   2.44455873e-01   7.59337059e-02
   -2.39653364e-01  -1.36626230e-01   9.46186031e-02   3.95928215e-02
   -1.84355370e-01   1.07766554e-01]
 [  7.23489140e-02   3.92834967e-02   1.07057153e-01   5.98371819e-03
   -2.36897678e-01   6.83603333e-02   5.50415954e-02  -2.71164130e-01
   -1.86582884e-02  -8.96525380e-02]
 [ -8.32203455e-03   1.05951876e-01   8.52555324e-02  -2.84861495e-02
   -6.06252052e-02   1.79290963e-01   8.48822758e-02   1.18365638e-01
   -2.02372297e-02   1.73613303e-01]
 [  2.25072805e-01   8.77933700e-02   2.98500356e-02   8.47753317e-02
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   -5.14418569e-02  -1.59674295e-02]
 [  4.43974014e-02   1.34959482e-02   1.74722004e-02   4.26236539e-02
   -4.26165370e-01  -1.23621873e-01  -2.18051668e-01   4.11245620e-02
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 [  5.81888273e-02   5.17717636e-01   1.27641531e-01   4.35569130e-01
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   -9.87851795e-01  -8.39641026e-02  -4.41848289e-01   1.51293663e-01
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 [  2.55715294e-01   3.27316316e-01   2.47991138e-01   1.54418678e-01
   -4.77501427e-01   7.87381978e-02  -2.32939880e-01   1.62951757e-01
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 [ -7.47141012e-02   2.27171701e-01   2.40890167e-01   1.54963756e-02
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   -3.33851100e-02   4.89893007e-02]
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   -2.77023523e-01  -9.62578396e-02]
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   -2.06957461e-01   3.26300745e-02]
 [  1.05924143e-02  -4.05962881e-01  -1.27532237e-01  -1.60481539e-01
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   -1.64749016e-01  -2.21558792e-01]
 [  1.11892952e-01  -2.38493268e-01  -1.56021833e-01  -2.20431448e-02
   -1.82228248e-02  -4.67678090e-02   1.01302568e-01  -1.54183005e-01
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 [ -1.10750401e-01   5.66139571e-02   2.66861617e-01   3.70259545e-03
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   -1.04241731e-01  -4.95630308e-02]
 [ -3.43504035e-01   1.70976846e-02   1.65133783e-02  -1.90610280e-02
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   -7.96467300e-02   8.14767859e-02]
 [  1.42230103e-01  -6.04544547e-03  -2.34647031e-01  -8.37155476e-02
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   -6.98487284e-04  -1.90484400e-01]
 [  2.11791285e-01  -1.98727204e-01   6.47303335e-02  -2.24051597e-02
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    1.13334552e-01  -1.77914754e-01]
 [ -1.06521409e-01  -8.54331645e-02   1.20952260e-01   1.07345634e-01
    4.10090399e-02  -1.13811645e-01   2.63674292e-01  -7.83065401e-02
    1.81200139e-01  -5.06641391e-03]
 [ -2.56554297e-02  -2.11217109e-01   1.89774972e-01  -2.81005249e-01
   -1.30278287e-01   1.25464257e-01   1.03799271e-01  -1.20588002e-01
    1.14499118e-03   1.95785931e-01]]
[[ 0.61938526]
 [ 1.69408019]
 [ 0.24579933]
 [ 0.88420486]
 [-2.74490839]
 [-0.26743206]
 [-1.71431021]
 [ 0.06950753]
 [ 0.6978173 ]
 [ 0.88435311]]
Progress: 41.7% ... Training loss: 0.270 ... Validation loss: 0.455[[  1.59003024e-01   2.33644829e-01  -1.05890890e-01   1.02988898e-01
   -5.01804008e-01  -6.95793074e-02  -6.75221810e-02   1.20721937e-01
   -5.98143503e-02   1.90836992e-01]
 [  1.83066210e-02   1.55994292e-01  -1.75297476e-02   5.27477138e-02
    6.50382363e-02  -8.76948328e-03   3.07363952e-01   4.17126786e-02
    1.47049988e-01  -2.18392345e-02]
 [  1.88887627e-01   7.69301723e-01   8.63018255e-03  -5.87279306e-02
    6.84238488e-01  -1.87567023e-02  -8.81859307e-01  -4.17115232e-02
    4.56116575e-02   2.75304713e-01]
 [  4.82384551e-02  -3.67431591e-01  -1.96315576e-01   1.78279048e-01
   -2.63496484e-02   1.29399544e-01   1.97617018e-01   6.41871082e-02
    1.24882904e-01   2.85693798e-01]
 [ -2.70326301e-02   8.13498297e-02  -1.51409830e-01   3.39748224e-02
   -4.39148973e-02  -1.78857170e-01   7.50069261e-02  -1.18625587e-01
   -2.00458754e-01  -5.30892799e-02]
 [ -3.93238916e-01  -6.58743966e-01  -2.99957356e-01   1.54743680e-01
   -1.03043493e-01   4.14028585e-02   3.59244568e-01  -3.89679241e-02
   -2.73789637e-02  -2.68765314e-02]
 [ -3.11854385e-03  -2.33644591e-01   1.01938393e-02   9.32322625e-02
   -2.15100662e-02  -7.22653394e-02   1.81238971e-01  -1.90772279e-01
    1.99098717e-01   3.78428937e-02]
 [  1.06936494e-01  -2.64571413e-01   3.16040733e-02  -7.79545766e-02
    3.42298227e-02  -4.70158184e-02   8.34002002e-02   1.18125775e-01
    7.55855113e-02  -2.71920036e-02]
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 [ -2.59729679e-02  -2.12120654e-01   1.89660808e-01  -2.81410127e-01
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[[ 0.61468583]
 [ 1.6896293 ]
 [ 0.24034729]
 [ 0.87892677]
 [-2.75025577]
 [-0.27144434]
 [-1.71981666]
 [ 0.06562947]
 [ 0.69239703]
 [ 0.87774977]]
Progress: 41.8% ... Training loss: 0.274 ... Validation loss: 0.459[[  1.60702372e-01   2.38406822e-01  -1.05226955e-01   1.05389878e-01
   -5.09011837e-01  -7.03268574e-02  -7.21628967e-02   1.20904173e-01
   -5.79527045e-02   1.93339427e-01]
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 [  1.90715637e-01   7.72294517e-01   9.27227815e-03  -5.64373823e-02
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    4.73852494e-02   2.77652120e-01]
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   -1.92195546e-02   1.30074582e-01   2.02701912e-01   6.40310488e-02
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 [ -2.77124181e-02   8.00852453e-02  -1.51610763e-01   3.31411639e-02
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   -2.75858520e-02  -2.70901056e-02]
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   -1.70175006e-01  -2.14316869e-01]
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   -2.39838967e-02  -5.61404986e-02]
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   -1.80049804e-01  -3.77153414e-01]
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   -1.94791245e-02  -9.06792586e-02]
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 [  1.12119411e-01  -2.38525482e-01  -1.55935764e-01  -2.14927313e-02
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 [ -3.43778625e-01   1.65868585e-02   1.64010546e-02  -1.94680737e-02
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 [  1.41953022e-01  -6.33991174e-03  -2.34756663e-01  -8.41531121e-02
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   -9.84599061e-04  -1.90902879e-01]
 [  2.11950560e-01  -1.98087276e-01   6.47732267e-02  -2.23076738e-02
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 [ -1.05355952e-01  -8.22672650e-02   1.21394155e-01   1.08975878e-01
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    1.82384498e-01  -3.45306482e-03]
 [ -2.49747867e-02  -2.09166233e-01   1.90065639e-01  -2.80028245e-01
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    1.95754584e-03   1.96978667e-01]]
[[ 0.62183477]
 [ 1.69965951]
 [ 0.24907482]
 [ 0.88573473]
 [-2.7433856 ]
 [-0.26446235]
 [-1.71367906]
 [ 0.0731301 ]
 [ 0.70083892]
 [ 0.88611827]]
Progress: 41.8% ... Training loss: 0.269 ... Validation loss: 0.451[[  1.59990181e-01   2.37017228e-01  -1.05598330e-01   1.04160858e-01
   -5.06236824e-01  -6.99820682e-02  -7.10023512e-02   1.20817416e-01
   -5.86527159e-02   1.92184074e-01]
 [  1.81058039e-02   1.55660778e-01  -1.76067046e-02   5.24560884e-02
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    1.46827257e-01  -2.21285598e-02]
 [  1.89488139e-01   7.67782704e-01   8.72195660e-03  -5.84896948e-02
    6.86878461e-01  -1.88148729e-02  -8.82901785e-01  -4.16976252e-02
    4.60072239e-02   2.75883118e-01]
 [  4.67204269e-02  -3.73416335e-01  -1.96954552e-01   1.76256834e-01
   -1.81540945e-02   1.30119857e-01   2.02150639e-01   6.40041889e-02
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 [ -2.64720586e-02   8.29128928e-02  -1.51056440e-01   3.52551208e-02
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   -1.99859700e-01  -5.19738505e-02]
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   -2.57561955e-02  -2.49908111e-02]
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 [  3.46062469e-02  -4.29277315e-01   7.92900547e-02  -1.48000724e-03
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   -4.20534036e-03  -1.16296079e-01]
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   -1.70122166e-01  -2.14205259e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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   -2.65053109e-01  -7.83351830e-02]
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   -8.50093738e-02   8.05549373e-02  -3.96953654e-02  -1.94040548e-02
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   -2.39346522e-02  -5.60354741e-02]
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   -1.79976458e-01  -3.77050174e-01]
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 [  9.89313540e-03  -4.86874827e-01  -4.39850807e-02  -1.08068649e-01
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   -3.65145646e-01  -2.21122383e-01]
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   -9.20540631e-02  -1.40262147e-01]
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 [  3.54627759e-01   3.44822089e-01  -8.02275535e-02   3.16754164e-01
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 [  4.78910137e-02   1.30504793e-01   2.53603144e-01   2.49039792e-01
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   -1.82524633e-01   1.10069577e-01]
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   -1.93712673e-02  -9.05291898e-02]
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   -4.99058377e-02  -1.40504552e-02]
 [  4.48836272e-02   1.45755990e-02   1.76698830e-02   4.33200749e-02
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   -3.37934703e-02   4.84692804e-02]
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   -2.76840719e-01  -9.59777111e-02]
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   -2.06779693e-01   3.28631383e-02]
 [  1.04355038e-02  -4.05985479e-01  -1.27597745e-01  -1.60708813e-01
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   -1.64917707e-01  -2.21760813e-01]
 [  1.13388485e-01  -2.36708642e-01  -1.55496446e-01  -1.99267572e-02
   -2.64634594e-02  -4.73798867e-02   9.77641422e-02  -1.54017389e-01
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 [ -1.11355011e-01   5.48035303e-02   2.66652561e-01   2.96482468e-03
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   -1.04802483e-01  -5.04291803e-02]
 [ -3.44013444e-01   1.63958271e-02   1.62994881e-02  -1.98788314e-02
    1.47638488e-01  -1.76770087e-01   1.11784172e-02   2.34673220e-01
   -8.02266170e-02   8.07102501e-02]
 [  1.42642760e-01  -5.02773415e-03  -2.34491732e-01  -8.31582572e-02
    1.23395015e-01  -2.98407532e-01   8.94611012e-02  -1.67479354e-01
   -2.41937620e-04  -1.89945385e-01]
 [  2.11425843e-01  -2.00091470e-01   6.45342008e-02  -2.30846483e-02
    1.01739613e-01  -3.67940690e-02   5.38373967e-02  -1.36807719e-01
    1.12664295e-01  -1.78601572e-01]
 [ -1.05141919e-01  -8.19366793e-02   1.21482958e-01   1.09267896e-01
    3.54751373e-02  -1.14383553e-01   2.60154155e-01  -7.81603678e-02
    1.82658724e-01  -3.15730401e-03]
 [ -2.58432685e-02  -2.10425805e-01   1.89713951e-01  -2.81264051e-01
   -1.32976367e-01   1.25573484e-01   1.03475836e-01  -1.20622022e-01
    1.02655587e-03   1.95796951e-01]]
[[ 0.62262618]
 [ 1.69867114]
 [ 0.25055809]
 [ 0.88900015]
 [-2.74207061]
 [-0.26253293]
 [-1.70772249]
 [ 0.07420595]
 [ 0.7009961 ]
 [ 0.88618258]]
Progress: 41.9% ... Training loss: 0.269 ... Validation loss: 0.452[[  1.59585807e-01   2.36091186e-01  -1.05775967e-01   1.03575330e-01
   -5.04225053e-01  -6.97789396e-02  -7.01437943e-02   1.20769999e-01
   -5.91948317e-02   1.91763562e-01]
 [  1.71456719e-02   1.53463621e-01  -1.79797519e-02   5.10333159e-02
    6.98007477e-02  -8.27015821e-03   3.09732428e-01   4.15766051e-02
    1.45709182e-01  -2.34724475e-02]
 [  1.89344150e-01   7.68584393e-01   8.67283157e-03  -5.88158746e-02
    6.87577913e-01  -1.87880903e-02  -8.83627511e-01  -4.17209901e-02
    4.59378836e-02   2.76189423e-01]
 [  4.38767516e-02  -3.81230464e-01  -1.98149818e-01   1.72371550e-01
   -6.39762133e-03   1.31422752e-01   2.09681089e-01   6.36585233e-02
    1.20145971e-01   2.79964234e-01]
 [ -2.70041890e-02   8.19530253e-02  -1.51218947e-01   3.46527510e-02
   -4.51868162e-02  -1.79099714e-01   7.62765422e-02  -1.18547100e-01
   -2.00281176e-01  -5.25105142e-02]
 [ -3.91988108e-01  -6.55598349e-01  -2.99515296e-01   1.56482106e-01
   -1.12094984e-01   4.08803194e-02   3.55693969e-01  -3.88191062e-02
   -2.60968035e-02  -2.54278039e-02]
 [ -2.79814489e-03  -2.31660071e-01   1.03742541e-02   9.36866088e-02
   -2.32048429e-02  -7.24542812e-02   1.78506513e-01  -1.90733538e-01
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 [ -1.78245872e-01  -1.67707949e-01  -3.03693239e-01  -2.38119289e-02
   -2.07745310e-02   6.98443841e-02  -1.13718514e-01  -2.97199651e-02
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 [  3.56121683e-02  -4.25682518e-01   7.96880765e-02  -1.98523390e-04
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   -5.02023279e-03  -1.17310824e-01]
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   -1.71366857e-01  -2.15775827e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.76067830e-01  -3.38194113e-01   9.79487985e-02   2.24326951e-01
   -1.34123938e-01  -6.74096270e-02   8.86165848e-02  -2.60035402e-01
   -2.65143957e-01  -7.84900763e-02]
 [  9.83669491e-02  -2.00337305e-01  -2.35692514e-02   1.13523124e-01
   -5.09124725e-02  -8.73106550e-02   2.51225846e-01   2.43941719e-03
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 [  4.12798138e-02  -1.02349414e-01  -2.08808462e-01   1.58085028e-01
   -8.51244879e-02   8.04834072e-02  -3.98642747e-02  -1.93776384e-02
   -8.35891660e-02   2.41993579e-03]
 [ -1.16135316e-01  -7.68915233e-02  -2.00112838e-01   1.63910381e-01
   -1.09356350e-02   1.31887462e-01   5.26408662e-03  -2.49970273e-01
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 [ -6.52289558e-02  -4.28175570e-02   2.76963196e-01   1.04870210e-01
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 [  6.17369212e-02  -1.39451797e-02   8.89460475e-02   9.23466163e-02
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   -2.38437719e-02  -5.59334118e-02]
 [  7.74515795e-03  -1.47856735e-01  -2.92857763e-01  -5.49447714e-02
    1.35135123e-01  -9.17758616e-02   1.41294587e-01   1.62727765e-01
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 [  4.83009801e-02  -3.53228915e-02  -1.16224828e-01   4.50963688e-02
   -1.09912517e-01   3.21200127e-01   2.74512336e-01   2.04508705e-01
   -1.59392042e-01  -6.00737990e-02]
 [  4.68260263e-03  -2.43457778e-03   1.23864309e-01   1.10109305e-01
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 [  1.12593732e-01   7.79283338e-02  -4.37759436e-02  -9.45638517e-02
   -1.06052302e-01  -3.30908005e-01   1.19177197e-01   8.76492344e-03
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   -1.42772676e-02  -2.04837693e-01  -6.69241221e-02  -1.99492363e-02
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 [ -1.62550030e-01  -1.26896659e-01  -2.04397410e-01  -2.46426618e-02
   -2.76715427e-01   1.68086374e-03   5.72280736e-02  -2.56758571e-02
   -1.29605387e-02   3.78036533e-02]
 [ -2.93981332e-02  -1.21492629e-01  -7.44578130e-02  -1.24366038e-01
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   -1.79879292e-01  -3.76879168e-01]
 [ -1.90091665e-02  -4.34071515e-01  -3.13698735e-02  -7.53410091e-02
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    2.81477519e-02  -3.89573740e-01]
 [  1.01129055e-02  -4.86693910e-01  -4.38816927e-02  -1.07687650e-01
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   -3.64890738e-01  -2.20800631e-01]
 [ -1.74926863e-01  -6.30493236e-01  -1.09273977e-02  -2.07066068e-01
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   -7.04711748e-02   8.20419624e-02]
 [ -3.00655479e-01  -4.50594992e-01   5.41052772e-02  -5.17292060e-02
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   -9.20531181e-02  -1.40268028e-01]
 [ -2.09439720e-01  -3.34978899e-01   2.50642299e-01  -2.45213134e-01
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   -2.59216586e-01  -2.95022224e-02]
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   -1.19626030e-02  -1.22311843e-01]
 [  9.74514197e-02   2.27720816e-01   1.58112676e-01  -1.11242379e-01
   -4.18877091e-02   5.59753463e-02  -1.28156682e-01   2.81161920e-01
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 [  3.54456556e-01   3.44182489e-01  -8.03020847e-02   3.16544321e-01
   -9.01146874e-01  -2.88969995e-01  -4.90752947e-01   1.77756559e-01
    3.90521981e-01  -2.10520461e-02]
 [  4.78573601e-02   1.30353382e-01   2.53591332e-01   2.48986309e-01
   -6.07076051e-02  -1.96489940e-01  -1.78472132e-01  -1.32946121e-01
   -1.38711779e-01  -2.88972687e-01]
 [  2.02381312e-02  -7.73822682e-02  -1.20316124e-01  -5.93587365e-02
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 [ -1.32408565e-03  -5.60005954e-02  -6.81473655e-02  -5.56375925e-02
   -1.81622942e-02  -1.76798980e-01   8.71117921e-02   9.55581039e-03
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 [  3.21040732e-02   9.19562151e-02   2.44924877e-01   7.76801450e-02
   -2.43929645e-01  -1.37176645e-01   9.16514296e-02   3.97263725e-02
   -1.83002484e-01   1.09535640e-01]
 [  7.24507055e-02   3.96674188e-02   1.07075211e-01   6.09737767e-03
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   -1.85466712e-02  -8.94947044e-02]
 [ -8.20432848e-03   1.06658810e-01   8.53019347e-02  -2.83726449e-02
   -6.15491837e-02   1.79244548e-01   8.40173756e-02   1.18353383e-01
   -2.01890660e-02   1.73727220e-01]
 [  2.27190133e-01   9.30052072e-02   3.06801874e-02   8.77571518e-02
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   -4.89794602e-02  -1.28664697e-02]
 [  4.57504167e-02   1.69426777e-02   1.80287193e-02   4.45825229e-02
   -4.32067429e-01  -1.24159130e-01  -2.20853135e-01   4.12842692e-02
    1.21231891e-01   1.95181146e-01]
 [  5.90679214e-02   5.19474285e-01   1.27940259e-01   4.36757571e-01
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   -9.80862240e-01  -8.31994965e-02  -4.37719502e-01   1.51095247e-01
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 [  2.55593773e-01   3.27399513e-01   2.47967006e-01   1.54318560e-01
   -4.78364600e-01   7.87699994e-02  -2.33069274e-01   1.62941360e-01
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 [ -7.55203081e-02   2.25396571e-01   2.40565400e-01   1.43255538e-02
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   -3.42861248e-02   4.78594478e-02]
 [ -1.00920358e-01  -4.01068258e-04   2.37944832e-02   9.06303723e-02
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   -2.76728744e-01  -9.58340479e-02]
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   -2.06754873e-01   3.28932841e-02]
 [  1.03219544e-02  -4.06143291e-01  -1.27641119e-01  -1.60870657e-01
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   -1.65035189e-01  -2.21915521e-01]
 [  1.13790702e-01  -2.35642132e-01  -1.55318877e-01  -1.92777360e-02
   -2.83717732e-02  -4.75474476e-02   9.69523055e-02  -1.53965589e-01
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 [ -1.12483133e-01   5.22346367e-02   2.66232026e-01   1.39268808e-03
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   -1.06117877e-01  -5.19497457e-02]
 [ -3.44148541e-01   1.59091354e-02   1.62282673e-02  -2.01250707e-02
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   -8.04388557e-02   8.04881075e-02]
 [  1.42624339e-01  -5.12974011e-03  -2.34485879e-01  -8.31410182e-02
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   -2.32405580e-04  -1.89953591e-01]
 [  2.10582676e-01  -2.02506400e-01   6.41795077e-02  -2.42933901e-02
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    1.11781014e-01  -1.79838452e-01]
 [ -1.05771032e-01  -8.30574428e-02   1.21220250e-01   1.08318929e-01
    3.72935980e-02  -1.14131312e-01   2.61342888e-01  -7.82399801e-02
    1.81779279e-01  -4.14283104e-03]
 [ -2.43242137e-02  -2.06343887e-01   1.90299027e-01  -2.79186267e-01
   -1.38920775e-01   1.24958735e-01   9.93716261e-02  -1.20447967e-01
    2.73207050e-03   1.98219390e-01]]
[[ 0.62010356]
 [ 1.69583269]
 [ 0.24784771]
 [ 0.8833685 ]
 [-2.74495761]
 [-0.26441561]
 [-1.71203685]
 [ 0.07091511]
 [ 0.6963116 ]
 [ 0.88185558]]
Progress: 41.9% ... Training loss: 0.269 ... Validation loss: 0.450[[  1.59860615e-01   2.37672813e-01  -1.05565502e-01   1.04455560e-01
   -5.08228754e-01  -6.99474039e-02  -7.06229870e-02   1.20847833e-01
   -5.86656211e-02   1.92611329e-01]
 [  1.70765788e-02   1.53254713e-01  -1.79858837e-02   5.09878494e-02
    6.99192550e-02  -8.25499952e-03   3.10098619e-01   4.15723760e-02
    1.45675457e-01  -2.35366697e-02]
 [  1.92351829e-01   7.73770796e-01   9.92200835e-03  -5.45499688e-02
    6.77585053e-01  -2.00814768e-02  -8.89320088e-01  -4.13519599e-02
    4.94760843e-02   2.80864283e-01]
 [  4.00726569e-02  -3.88949315e-01  -1.99733361e-01   1.67119129e-01
    1.00078079e-02   1.33204082e-01   2.17527842e-01   6.31951135e-02
    1.15549344e-01   2.74240612e-01]
 [ -2.71906159e-02   8.02427350e-02  -1.51293612e-01   3.42627860e-02
   -4.42895790e-02  -1.79086735e-01   7.76571083e-02  -1.18563765e-01
   -2.00521243e-01  -5.27173947e-02]
 [ -3.92424777e-01  -6.55313307e-01  -2.99675112e-01   1.56036537e-01
   -1.12409828e-01   4.10776860e-02   3.56226887e-01  -3.88724246e-02
   -2.65889921e-02  -2.61046541e-02]
 [ -4.81185424e-03  -2.37083642e-01   9.59498297e-03   9.07773816e-02
   -1.52568532e-02  -7.16301159e-02   1.83693498e-01  -1.90951737e-01
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 [ -1.05703826e-01  -8.29196278e-02   1.21263390e-01   1.08399585e-01
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    1.81840975e-01  -4.03074190e-03]
 [ -2.27695244e-02  -2.02357563e-01   1.90928191e-01  -2.77032599e-01
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    4.49323021e-03   2.00373487e-01]]
[[ 0.62302153]
 [ 1.70223605]
 [ 0.25137975]
 [ 0.88088761]
 [-2.7406483 ]
 [-0.26368467]
 [-1.71593409]
 [ 0.07304253]
 [ 0.69695185]
 [ 0.88338029]]
Progress: 42.0% ... Training loss: 0.268 ... Validation loss: 0.446[[  1.60985612e-01   2.41244078e-01  -1.05102032e-01   1.05937514e-01
   -5.12489299e-01  -7.02937311e-02  -7.37061929e-02   1.20962474e-01
   -5.73764185e-02   1.94041455e-01]
 [  1.72630293e-02   1.53585910e-01  -1.79113548e-02   5.12443802e-02
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    1.45874620e-01  -2.32722270e-02]
 [  1.93108492e-01   7.75251437e-01   1.01706727e-02  -5.37288827e-02
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    5.02575275e-02   2.81914903e-01]
 [  3.96212626e-02  -3.89504943e-01  -1.99949727e-01   1.66496557e-01
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    1.15002565e-01   2.73504633e-01]
 [ -2.46187607e-02   8.73947951e-02  -1.50263780e-01   3.79174857e-02
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   -1.97751720e-01  -4.91311331e-02]
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   -2.63263201e-02  -2.60579624e-02]
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 [  3.70184206e-02  -4.22300492e-01   8.02722769e-02   1.68712086e-03
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   -1.72152487e-01  -2.16927538e-01]
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   -2.45261912e-02  -5.67900707e-02]
 [  8.35568556e-03  -1.46843350e-01  -2.92607428e-01  -5.40664763e-02
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 [  4.85134863e-02  -3.54415053e-02  -1.16222248e-01   4.52009687e-02
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   -1.76700602e-02  -8.82960865e-02]
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   -1.90473799e-02   1.75205825e-01]
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 [  1.13029515e-01  -2.36422291e-01  -1.55633102e-01  -2.01789521e-02
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 [ -3.43778853e-01   1.65357422e-02   1.63836014e-02  -1.97144889e-02
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 [  1.44840938e-01  -1.69313661e-06  -2.33614736e-01  -7.98593173e-02
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 [ -1.05942326e-01  -8.37056713e-02   1.21178531e-01   1.08069729e-01
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    1.81657118e-01  -4.33327116e-03]
 [ -2.30381961e-02  -2.02303676e-01   1.90823004e-01  -2.77438269e-01
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    4.15122549e-03   2.00087186e-01]]
[[ 0.63037278]
 [ 1.71095258]
 [ 0.25733036]
 [ 0.88932165]
 [-2.73870925]
 [-0.25927582]
 [-1.71083577]
 [ 0.07764769]
 [ 0.70414314]
 [ 0.89060629]]
Progress: 42.0% ... Training loss: 0.270 ... Validation loss: 0.443[[  1.57039635e-01   2.32146159e-01  -1.06673119e-01   1.00302537e-01
   -4.96350413e-01  -6.86693218e-02  -6.47371565e-02   1.20485713e-01
   -6.16400850e-02   1.89236072e-01]
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 [  1.91174319e-01   7.68713908e-01   9.60465973e-03  -5.62330639e-02
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    4.83782657e-02   2.80025154e-01]
 [  4.29479233e-02  -3.83432346e-01  -1.98522582e-01   1.71593165e-01
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 [ -2.68375306e-02   8.19957071e-02  -1.51256430e-01   3.47268007e-02
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   -5.51204310e-03  -1.17763053e-01]
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   -1.73191664e-01  -2.18165555e-01]
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   -1.80130573e-01  -3.77202987e-01]
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   -4.74001696e-01   7.92461844e-02  -2.30166169e-01   1.62800810e-01
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   -4.24150883e-02   1.31292737e-01  -1.03664190e-01  -1.54498126e-02
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   -2.06690317e-01   3.29662703e-02]
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   -1.65078275e-01  -2.21988933e-01]
 [  1.11955946e-01  -2.39026124e-01  -1.56111637e-01  -2.17153075e-02
   -2.57413261e-02  -4.68035806e-02   1.01292926e-01  -1.54196167e-01
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 [ -1.14820101e-01   4.60515192e-02   2.65308228e-01  -1.98134607e-03
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   -1.08689152e-01  -5.52505374e-02]
 [ -3.44364377e-01   1.42534927e-02   1.61320698e-02  -2.06036499e-02
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   -8.05465817e-02   8.00281457e-02]
 [  1.44370662e-01  -1.17467286e-03  -2.33731058e-01  -8.03175300e-02
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    1.71869293e-03  -1.87359321e-01]
 [  2.10082256e-01  -2.04729218e-01   6.40435651e-02  -2.47571913e-02
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    1.11571821e-01  -1.80289618e-01]
 [ -1.06793169e-01  -8.55192937e-02   1.20847846e-01   1.06932196e-01
    4.10374172e-02  -1.13720482e-01   2.63900048e-01  -7.83665782e-02
    1.80735545e-01  -5.48693730e-03]
 [ -2.65237007e-02  -2.10233356e-01   1.89335972e-01  -2.82688086e-01
   -1.33562603e-01   1.25915634e-01   1.03333222e-01  -1.20742378e-01
    1.03272897e-04   1.95464878e-01]]
[[ 0.60313009]
 [ 1.68614262]
 [ 0.22826582]
 [ 0.86058642]
 [-2.76184489]
 [-0.28388189]
 [-1.74099557]
 [ 0.05280379]
 [ 0.67538911]
 [ 0.86101482]]
Progress: 42.0% ... Training loss: 0.292 ... Validation loss: 0.474[[  1.62220107e-01   2.43499075e-01  -1.04669648e-01   1.07837665e-01
   -5.15672076e-01  -7.12200423e-02  -7.74500626e-02   1.20953046e-01
   -5.55711610e-02   1.96830683e-01]
 [  1.68516879e-02   1.52333954e-01  -1.80930097e-02   5.06761966e-02
    7.05686377e-02  -8.22258292e-03   3.10672433e-01   4.15173910e-02
    1.45496066e-01  -2.38041487e-02]
 [  1.92937660e-01   7.77871091e-01   1.04293038e-02  -5.32946120e-02
    6.76265957e-01  -2.04693745e-02  -8.93546259e-01  -4.13237721e-02
    5.06137151e-02   2.82511225e-01]
 [  4.30082707e-02  -3.87226447e-01  -1.98565363e-01   1.71845044e-01
    3.81049602e-03   1.31854232e-01   2.14956789e-01   6.35770895e-02
    1.18931629e-01   2.78985243e-01]
 [ -2.97191788e-02   7.72240165e-02  -1.52278204e-01   3.05954587e-02
   -3.68725205e-02  -1.78053125e-01   8.18882853e-02  -1.18789013e-01
   -2.03454640e-01  -5.66935928e-02]
 [ -3.91540697e-01  -6.54524250e-01  -2.99466743e-01   1.56899677e-01
   -1.16584201e-01   4.05367379e-02   3.54463112e-01  -3.88593631e-02
   -2.55998046e-02  -2.50348223e-02]
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   -1.97526520e-02   7.00032831e-02  -1.11406187e-01  -2.98449518e-02
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   -1.81862250e-03  -1.13078928e-01]
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   -1.73024081e-01  -2.17996967e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.77874334e-01  -3.40531068e-01   9.71845230e-02   2.21829315e-01
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   -2.67268739e-01  -8.12100611e-02]
 [  9.87172797e-02  -2.00222598e-01  -2.34869429e-02   1.13988077e-01
   -5.32694722e-02  -8.75652587e-02   2.50904206e-01   2.43192455e-03
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 [  4.23741129e-02  -1.01210652e-01  -2.08406706e-01   1.59473385e-01
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   -8.22711749e-02   3.79438148e-03]
 [ -1.14414220e-01  -7.37795470e-02  -1.99520509e-01   1.66248375e-01
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 [ -6.50412363e-02  -4.24810286e-02   2.77075439e-01   1.05224399e-01
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 [  6.05020711e-02  -1.61435671e-02   8.85026908e-02   9.05988638e-02
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   -2.51799243e-02  -5.75868154e-02]
 [  8.71780233e-03  -1.46417674e-01  -2.92411684e-01  -5.33212580e-02
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 [  4.85072207e-02  -3.56239246e-02  -1.16170232e-01   4.54256933e-02
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   -1.59044002e-01  -5.92833767e-02]
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   -1.35436197e-02  -2.04793455e-01  -6.56567448e-02  -2.00202792e-02
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   -1.80130573e-01  -3.77202987e-01]
 [ -1.84779220e-02  -4.33842573e-01  -3.11651965e-02  -7.45170329e-02
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    2.87972293e-02  -3.88869127e-01]
 [  1.05843765e-02  -4.86344915e-01  -4.37320437e-02  -1.07047390e-01
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   -3.64362896e-01  -2.20162453e-01]
 [ -1.75530974e-01  -6.32246499e-01  -1.11809723e-02  -2.07941177e-01
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   -7.11476963e-02   8.12256166e-02]
 [ -3.00782721e-01  -4.51481312e-01   5.40584305e-02  -5.18562868e-02
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   -9.21448335e-02  -1.40373807e-01]
 [ -2.09685342e-01  -3.36016907e-01   2.50553148e-01  -2.45452663e-01
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   -2.59389400e-01  -2.97272358e-02]
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   -1.30143207e-02  -1.23624860e-01]
 [  9.76390071e-02   2.28660291e-01   1.58175973e-01  -1.10926799e-01
   -4.35620971e-02   5.58559695e-02  -1.29176932e-01   2.81174063e-01
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 [  3.55620262e-01   3.48124562e-01  -7.98020222e-02   3.18511933e-01
   -9.06331155e-01  -2.89547979e-01  -4.94353261e-01   1.77876967e-01
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 [  4.87556125e-02   1.31508253e-01   2.53954417e-01   2.50217475e-01
   -6.41493705e-02  -1.96929226e-01  -1.80076396e-01  -1.32870562e-01
   -1.37637254e-01  -2.87727042e-01]
 [  2.00684919e-02  -7.84888840e-02  -1.20411090e-01  -5.96535775e-02
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   -1.67061726e-02  -1.76629543e-01   8.79891169e-02   9.50649993e-03
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 [  3.16057195e-02   9.05028847e-02   2.44761112e-01   7.69153351e-02
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   -1.83586418e-01   1.08634344e-01]
 [  7.45045953e-02   4.51081549e-02   1.07926301e-01   9.14734803e-03
   -2.47117872e-01   6.72973443e-02   4.91176228e-02  -2.70955408e-01
   -1.60649002e-02  -8.62664816e-02]
 [ -7.67191826e-03   1.09003364e-01   8.54860055e-02  -2.77433329e-02
   -6.38916014e-02   1.79014864e-01   8.18194027e-02   1.18379921e-01
   -1.96045451e-02   1.74452041e-01]
 [  2.27036849e-01   9.29959444e-02   3.06188051e-02   8.74143314e-02
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   -4.92098040e-02  -1.31545414e-02]
 [  4.64823774e-02   1.87718670e-02   1.82696054e-02   4.55453003e-02
   -4.34981808e-01  -1.24533388e-01  -2.23363431e-01   4.13173034e-02
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 [  5.95483972e-02   5.20388244e-01   1.28153640e-01   4.37438079e-01
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 [  1.77335429e-01   4.96646014e-01   6.67247263e-02   4.28496785e-01
   -9.81533086e-01  -8.30690929e-02  -4.35775304e-01   1.51033178e-01
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 [  2.54886591e-01   3.25808658e-01   2.47680302e-01   1.53395282e-01
   -4.76571889e-01   7.89820090e-02  -2.31264170e-01   1.62851405e-01
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 [ -7.56994701e-02   2.25245099e-01   2.40471052e-01   1.39638723e-02
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   -3.45674228e-02   4.75490613e-02]
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   -2.76114097e-01  -9.50067556e-02]
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   -2.06476971e-01   3.32300704e-02]
 [  1.04185575e-02  -4.06097014e-01  -1.27610074e-01  -1.60732321e-01
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   -1.64932796e-01  -2.21849760e-01]
 [  1.14331341e-01  -2.32906035e-01  -1.55167925e-01  -1.81666208e-02
   -3.68353237e-02  -4.79623040e-02   9.49601619e-02  -1.53995072e-01
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 [ -1.12444067e-01   5.05380515e-02   2.66285930e-01   1.51419039e-03
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   -1.05876525e-01  -5.18359298e-02]
 [ -3.44227294e-01   1.44987292e-02   1.61912972e-02  -2.04432966e-02
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   -8.04458784e-02   8.02808538e-02]
 [  1.45340573e-01  -5.47615635e-06  -2.33404651e-01  -7.90510424e-02
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    2.79221574e-03  -1.86013846e-01]
 [  2.11357578e-01  -2.01113843e-01   6.45430308e-02  -2.28696006e-02
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    1.13061407e-01  -1.78487987e-01]
 [ -1.06040908e-01  -8.40190152e-02   1.21129963e-01   1.07995216e-01
    3.81290660e-02  -1.14070903e-01   2.62309766e-01  -7.82992296e-02
    1.81559782e-01  -4.37617326e-03]
 [ -2.49126923e-02  -2.06929741e-01   1.89952325e-01  -2.80391936e-01
   -1.40633137e-01   1.25186329e-01   9.92950534e-02  -1.20605391e-01
    1.91499311e-03   1.97805207e-01]]
[[ 0.63876175]
 [ 1.71331515]
 [ 0.25991473]
 [ 0.89616037]
 [-2.73482498]
 [-0.25282226]
 [-1.70527252]
 [ 0.08301412]
 [ 0.71297269]
 [ 0.89523561]]
Progress: 42.1% ... Training loss: 0.273 ... Validation loss: 0.447[[  1.60314934e-01   2.39537898e-01  -1.05412655e-01   1.05138367e-01
   -5.08146672e-01  -7.04991769e-02  -7.31168489e-02   1.20708558e-01
   -5.76130702e-02   1.94340060e-01]
 [  1.67550320e-02   1.52139764e-01  -1.81116794e-02   5.06128483e-02
    7.07277653e-02  -8.20440747e-03   3.10977463e-01   4.15089479e-02
    1.45450274e-01  -2.38913774e-02]
 [  1.90065821e-01   7.71434787e-01   9.18757574e-03  -5.76548399e-02
    6.89642704e-01  -1.93061662e-02  -8.88055282e-01  -4.17010371e-02
    4.73497933e-02   2.78473629e-01]
 [  4.29516579e-02  -3.88715647e-01  -1.98610177e-01   1.71737004e-01
    4.08592492e-03   1.31890787e-01   2.16155032e-01   6.35580464e-02
    1.18890211e-01   2.78857014e-01]
 [ -2.84740052e-02   7.94846016e-02  -1.51737921e-01   3.24701075e-02
   -4.20928429e-02  -1.78619361e-01   7.87651047e-02  -1.18609015e-01
   -2.02036766e-01  -5.48168681e-02]
 [ -3.91532494e-01  -6.54045266e-01  -2.99419360e-01   1.57063607e-01
   -1.18013927e-01   4.04821496e-02   3.54354936e-01  -3.88511900e-02
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 [ -1.06403177e-01  -8.47634105e-02   1.20992768e-01   1.07507104e-01
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    1.81190423e-01  -4.77062026e-03]
 [ -2.50184049e-02  -2.06985529e-01   1.89876602e-01  -2.80656358e-01
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[[ 0.62971369]
 [ 1.7035311 ]
 [ 0.25228208]
 [ 0.88870273]
 [-2.74353813]
 [-0.25870207]
 [-1.71045881]
 [ 0.07486402]
 [ 0.70430428]
 [ 0.88684413]]
Progress: 42.1% ... Training loss: 0.268 ... Validation loss: 0.447[[  1.60044660e-01   2.37245990e-01  -1.05590532e-01   1.04467840e-01
   -5.05301880e-01  -7.01558983e-02  -7.07557659e-02   1.20641905e-01
   -5.79305513e-02   1.93890344e-01]
 [  1.67457723e-02   1.52097221e-01  -1.81127379e-02   5.06012020e-02
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 [  1.92027037e-01   7.73277659e-01   1.00311857e-02  -5.48342732e-02
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    4.95916308e-02   2.81364092e-01]
 [  3.78292542e-02  -3.99695492e-01  -2.00773407e-01   1.64271966e-01
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    1.13128959e-01   2.71114377e-01]
 [ -2.49595959e-02   8.67333066e-02  -1.50267829e-01   3.76132457e-02
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   -2.58211758e-02  -2.53681097e-02]
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   -1.73715118e-01  -2.18805807e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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   -2.67477757e-01  -8.14644857e-02]
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   -8.24603797e-02   3.52009833e-03]
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   -2.54332317e-02  -5.79372616e-02]
 [  9.54813566e-03  -1.44894419e-01  -2.92043592e-01  -5.20420891e-02
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 [  4.70718998e-02  -3.93109288e-02  -1.16732961e-01   4.33885196e-02
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   -1.60633953e-01  -6.12277801e-02]
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    1.80072380e-01  -6.15607697e-03]
 [ -2.52807272e-02  -2.06965335e-01   1.89720566e-01  -2.81189789e-01
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[[ 0.62681515]
 [ 1.70761013]
 [ 0.25087118]
 [ 0.88513978]
 [-2.74510709]
 [-0.26491608]
 [-1.71752294]
 [ 0.06921692]
 [ 0.69904264]
 [ 0.88396425]]
Progress: 42.2% ... Training loss: 0.270 ... Validation loss: 0.443[[  1.60929685e-01   2.39649181e-01  -1.05209866e-01   1.05494336e-01
   -5.04422498e-01  -7.04345810e-02  -7.28396406e-02   1.20741809e-01
   -5.72460959e-02   1.94976387e-01]
 [  1.67457723e-02   1.52097221e-01  -1.81127379e-02   5.06012020e-02
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 [  1.91282468e-01   7.71924827e-01   9.63592527e-03  -5.61856827e-02
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    4.83860298e-02   2.79789392e-01]
 [  4.02758925e-02  -3.94614570e-01  -1.99580032e-01   1.68329560e-01
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 [ -2.45067113e-02   8.73582111e-02  -1.50001596e-01   3.84383732e-02
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   -2.45515080e-02  -2.38252896e-02]
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   -5.24294851e-03  -1.17377122e-01]
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   -1.74017971e-01  -2.19176937e-01]
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   -4.75864555e-01   7.91609735e-02  -2.30483480e-01   1.62808249e-01
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   -3.44773459e-02   4.76591525e-02]
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   -2.75953471e-01  -9.48200350e-02]
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   -2.07853171e-01   3.14990962e-02]
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   -1.65701369e-01  -2.22816057e-01]
 [  1.11973580e-01  -2.37096447e-01  -1.56129245e-01  -2.13590313e-02
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 [ -1.11335404e-01   5.30146621e-02   2.66802528e-01   3.08329193e-03
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   -1.04713301e-01  -5.03607188e-02]
 [ -3.44883974e-01   1.18439659e-02   1.59080305e-02  -2.13427277e-02
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   -8.11477825e-02   7.94586504e-02]
 [  1.45407092e-01  -1.21155353e-03  -2.33303972e-01  -7.89152098e-02
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 [  2.12533387e-01  -1.99047410e-01   6.50621426e-02  -2.10666923e-02
    9.73173910e-02  -3.73510973e-02   5.21880308e-02  -1.36679779e-01
    1.14525569e-01  -1.76470519e-01]
 [ -1.07475989e-01  -8.75985833e-02   1.20553452e-01   1.05940471e-01
    4.34917697e-02  -1.13492867e-01   2.65915229e-01  -7.84690396e-02
    1.79926494e-01  -6.35105056e-03]
 [ -2.52205595e-02  -2.07139643e-01   1.89732344e-01  -2.81219219e-01
   -1.41498211e-01   1.25469657e-01   9.91038262e-02  -1.20693077e-01
    1.47687269e-03   1.97017834e-01]]
[[ 0.62913101]
 [ 1.70653716]
 [ 0.25413641]
 [ 0.89028297]
 [-2.74521269]
 [-0.26311573]
 [-1.71370291]
 [ 0.07183182]
 [ 0.70197797]
 [ 0.88786589]]
Progress: 42.2% ... Training loss: 0.269 ... Validation loss: 0.444[[  1.61190359e-01   2.41477673e-01  -1.05084750e-01   1.05855979e-01
   -5.05643718e-01  -7.04836918e-02  -7.41699991e-02   1.20765516e-01
   -5.70612894e-02   1.95412127e-01]
 [  1.66966872e-02   1.51843140e-01  -1.81255426e-02   5.05545662e-02
    7.06809143e-02  -8.18502770e-03   3.11200393e-01   4.15034583e-02
    1.45380853e-01  -2.39541489e-02]
 [  1.93015997e-01   7.74629047e-01   1.03792247e-02  -5.36870174e-02
    6.82852178e-01  -2.02832030e-02  -8.93635146e-01  -4.13759886e-02
    5.02674833e-02   2.82108739e-01]
 [  4.32614893e-02  -3.86039345e-01  -1.98332600e-01   1.73056083e-01
   -1.21471551e-03   1.31268638e-01   2.14316732e-01   6.35864231e-02
    1.19614138e-01   2.79114562e-01]
 [ -2.42014864e-02   8.65158148e-02  -1.49854350e-01   3.88557650e-02
   -5.71499499e-02  -1.80316857e-01   6.92898653e-02  -1.18064330e-01
   -1.97049879e-01  -4.81276346e-02]
 [ -3.91771657e-01  -6.54403862e-01  -2.99552824e-01   1.56592239e-01
   -1.18392894e-01   4.06550780e-02   3.55316286e-01  -3.88804879e-02
   -2.56735652e-02  -2.52209386e-02]
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   -1.41580608e-02   7.07762763e-02  -1.06413174e-01  -3.00531882e-02
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   -5.78951076e-03  -1.17752938e-01]
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   -1.73164632e-01  -2.18125717e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.77567274e-01  -3.39702937e-01   9.73420915e-02   2.22368059e-01
   -1.33314789e-01  -6.67720757e-02   9.13787680e-02  -2.60227573e-01
   -2.66931423e-01  -8.07188449e-02]
 [  9.80163724e-02  -2.01274079e-01  -2.37571222e-02   1.13026979e-01
   -5.09713335e-02  -8.72679018e-02   2.52214792e-01   2.35195942e-03
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 [  4.20620950e-02  -1.02454836e-01  -2.08598778e-01   1.58881335e-01
   -8.84356109e-02   8.00986500e-02  -4.03456351e-02  -1.93349372e-02
   -8.26113617e-02   3.26111257e-03]
 [ -1.13142831e-01  -7.08126269e-02  -1.98997808e-01   1.67926992e-01
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 [ -6.47340902e-02  -4.26820785e-02   2.77245216e-01   1.05761659e-01
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 [  5.90601241e-02  -1.96769161e-02   8.78896141e-02   8.83538169e-02
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   -2.67770213e-02  -5.96684244e-02]
 [  1.03027038e-02  -1.42793447e-01  -2.91740148e-01  -5.09287950e-02
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 [  4.78124766e-02  -3.81698038e-02  -1.16436743e-01   4.44596031e-02
   -1.08424055e-01   3.21302370e-01   2.76414632e-01   2.04405934e-01
   -1.59813099e-01  -6.02219718e-02]
 [  4.10143812e-03  -2.90877051e-03   1.23610009e-01   1.09289909e-01
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 [  1.13182159e-01   7.96532950e-02  -4.35278662e-02  -9.36771678e-02
   -1.07455005e-01  -3.31207173e-01   1.17522281e-01   8.81139590e-03
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   -2.75176012e-01   2.26372708e-03   6.11635843e-02  -2.58142304e-02
   -1.43885865e-02   3.58026278e-02]
 [ -3.01515516e-02  -1.23804605e-01  -7.47865497e-02  -1.25481116e-01
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   -1.80727783e-01  -3.78032041e-01]
 [ -1.89669846e-02  -4.35690760e-01  -3.13739803e-02  -7.52312263e-02
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 [  1.10055488e-02  -4.86436530e-01  -4.35840206e-02  -1.06458268e-01
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   -3.63916238e-01  -2.19613469e-01]
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   -7.03747656e-02   8.21741655e-02]
 [ -3.01035074e-01  -4.52382249e-01   5.39725309e-02  -5.21795912e-02
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   -9.24111428e-02  -1.40639687e-01]
 [ -2.09990223e-01  -3.36735235e-01   2.50438518e-01  -2.45882882e-01
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   -2.59672797e-01  -3.00454430e-02]
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   -1.27907144e-02  -1.23278940e-01]
 [  9.92151885e-02   2.33334276e-01   1.58804660e-01  -1.08750339e-01
   -4.98197020e-02   5.52299721e-02  -1.33278241e-01   2.81352555e-01
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 [  3.53131048e-01   3.44999088e-01  -8.08228880e-02   3.14846637e-01
   -8.99024661e-01  -2.88466511e-01  -4.89811522e-01   1.77532136e-01
    3.89145431e-01  -2.25487437e-02]
 [  4.88403886e-02   1.31303732e-01   2.54018215e-01   2.50407818e-01
   -6.42225828e-02  -1.96982539e-01  -1.79958605e-01  -1.32857153e-01
   -1.37491890e-01  -2.87579755e-01]
 [  1.87679619e-02  -8.18129897e-02  -1.20966948e-01  -6.15910789e-02
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 [ -3.22231736e-03  -6.08142094e-02  -6.89449177e-02  -5.85457791e-02
   -9.92817198e-03  -1.76021636e-01   9.20168223e-02   9.31924048e-03
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 [  3.15981639e-02   9.01580871e-02   2.44731221e-01   7.68288088e-02
   -2.40241412e-01  -1.36993915e-01   9.34938175e-02   3.96681229e-02
   -1.83617063e-01   1.08611638e-01]
 [  7.41137663e-02   4.42916457e-02   1.07769254e-01   8.55050996e-03
   -2.45423391e-01   6.74910350e-02   4.96776119e-02  -2.70994228e-01
   -1.65707412e-02  -8.68280859e-02]
 [ -9.03914703e-03   1.05776496e-01   8.49243072e-02  -2.98247037e-02
   -5.78191611e-02   1.79584844e-01   8.53400264e-02   1.18224812e-01
   -2.10664021e-02   1.72602448e-01]
 [  2.27171142e-01   9.31315284e-02   3.06640876e-02   8.75302428e-02
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   -4.91772777e-02  -1.29973801e-02]
 [  4.76149476e-02   2.22181991e-02   1.87136904e-02   4.71376641e-02
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 [  6.22916634e-02   5.25470388e-01   1.29341288e-01   4.41383700e-01
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   -9.82505525e-01  -8.29530692e-02  -4.34553903e-01   1.51025478e-01
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 [  2.54772751e-01   3.26475515e-01   2.47685420e-01   1.53428809e-01
   -4.78200170e-01   7.90152282e-02  -2.31469425e-01   1.62837800e-01
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 [ -7.60815280e-02   2.24578648e-01   2.40307140e-01   1.33956296e-02
   -4.06341855e-02   1.31552784e-01  -1.02440557e-01  -1.55071552e-02
   -3.50067707e-02   4.69901686e-02]
 [ -9.98837783e-02   2.15647523e-03   2.42093985e-02   9.21011349e-02
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   -2.75532007e-01  -9.43379491e-02]
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   -2.07831654e-01   3.15271435e-02]
 [  9.51096027e-03  -4.08381654e-01  -1.27957652e-01  -1.61946236e-01
    3.73285712e-01   2.56071947e-02   1.94975731e-01   1.52340118e-01
   -1.65867752e-01  -2.23060974e-01]
 [  1.11548741e-01  -2.37553426e-01  -1.56305242e-01  -2.19775518e-02
   -2.92251713e-02  -4.67798415e-02   1.01056802e-01  -1.54345394e-01
    1.15554562e-01  -1.57579771e-01]
 [ -1.10843178e-01   5.41664264e-02   2.67009639e-01   3.82705019e-03
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   -1.04196867e-01  -4.96010470e-02]
 [ -3.43461609e-01   1.55511623e-02   1.64901584e-02  -1.93114252e-02
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   -7.95235494e-02   8.15664030e-02]
 [  1.44738812e-01  -3.21353238e-03  -2.33578277e-01  -7.99229601e-02
    1.17347515e-01  -2.99288163e-01   8.75480498e-02  -1.67217672e-01
    2.17381077e-03  -1.86822450e-01]
 [  2.12155447e-01  -1.99904370e-01   6.48928795e-02  -2.16430005e-02
    9.86061439e-02  -3.71801794e-02   5.29936214e-02  -1.36726782e-01
    1.14054027e-01  -1.77056908e-01]
 [ -1.07802888e-01  -8.81762311e-02   1.20407424e-01   1.05424904e-01
    4.40603288e-02  -1.13340446e-01   2.66442832e-01  -7.85085204e-02
    1.79558005e-01  -6.83531112e-03]
 [ -2.70233296e-02  -2.11280678e-01   1.89020972e-01  -2.83795760e-01
   -1.37672629e-01   1.26217638e-01   1.03539763e-01  -1.20901154e-01
   -4.58596914e-04   1.94460847e-01]]
[[ 0.62436103]
 [ 1.7052286 ]
 [ 0.24746233]
 [ 0.88607721]
 [-2.74951371]
 [-0.26870994]
 [-1.72297802]
 [ 0.06881739]
 [ 0.69589429]
 [ 0.88340855]]
Progress: 42.3% ... Training loss: 0.268 ... Validation loss: 0.445[[  1.60811740e-01   2.40800338e-01  -1.05273930e-01   1.05211027e-01
   -5.05689778e-01  -7.02902265e-02  -7.36966449e-02   1.20722557e-01
   -5.75439142e-02   1.94763860e-01]
 [  1.67413908e-02   1.51885825e-01  -1.80996359e-02   5.06354919e-02
    7.04442097e-02  -8.21229179e-03   3.11166679e-01   4.15104166e-02
    1.45446399e-01  -2.38723509e-02]
 [  1.94749451e-01   7.78321433e-01   1.10672684e-02  -5.14177052e-02
    6.79597989e-01  -2.09846303e-02  -8.98092357e-01  -4.11844096e-02
    5.21035919e-02   2.84351125e-01]
 [  4.76215486e-02  -3.76607859e-01  -1.96605579e-01   1.79270506e-01
   -1.48251221e-02   1.29411198e-01   2.04983009e-01   6.40581283e-02
    1.24454188e-01   2.85368226e-01]
 [ -2.68089599e-02   7.97411050e-02  -1.50876487e-01   3.51347887e-02
   -5.01394074e-02  -1.79205539e-01   7.62148779e-02  -1.18336182e-01
   -1.99827431e-01  -5.19198496e-02]
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 [ -1.07458937e-01  -8.70821514e-02   1.20538735e-01   1.05910208e-01
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 [ -2.81546023e-02  -2.13276115e-01   1.88573815e-01  -2.85445910e-01
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   -1.76213937e-03   1.92832971e-01]]
[[ 0.62882895]
 [ 1.70725628]
 [ 0.24937409]
 [ 0.88932697]
 [-2.74395021]
 [-0.26424786]
 [-1.71986061]
 [ 0.07399466]
 [ 0.70144565]
 [ 0.88826149]]
Progress: 42.4% ... Training loss: 0.268 ... Validation loss: 0.446[[  1.60279932e-01   2.39447571e-01  -1.05518726e-01   1.04119545e-01
   -5.01117279e-01  -6.99887597e-02  -7.15088330e-02   1.20646799e-01
   -5.83045011e-02   1.93601528e-01]
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 [  1.97139101e-01   7.82597600e-01   1.20963585e-02  -4.80444762e-02
    6.70906494e-01  -2.20940672e-02  -9.03467607e-01  -4.08944631e-02
    5.45973022e-02   2.87579677e-01]
 [  4.74533884e-02  -3.76340983e-01  -1.96572080e-01   1.79293006e-01
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   -1.73275382e-01  -2.18274927e-01]
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   -2.58787385e-02  -5.84300614e-02]
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 [ -2.81470516e-02  -2.12666607e-01   1.88557331e-01  -2.85544040e-01
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   -1.79445038e-03   1.92738091e-01]]
[[ 0.62926337]
 [ 1.70997734]
 [ 0.24940301]
 [ 0.88780421]
 [-2.74354861]
 [-0.26510693]
 [-1.72532335]
 [ 0.07299245]
 [ 0.70048646]
 [ 0.88870375]]
Progress: 42.4% ... Training loss: 0.268 ... Validation loss: 0.445[[  1.60296214e-01   2.38530934e-01  -1.05492728e-01   1.03913031e-01
   -4.97882832e-01  -6.99252610e-02  -7.08841140e-02   1.20644524e-01
   -5.83004863e-02   1.93412959e-01]
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 [  1.93066458e-01   7.75198863e-01   1.03672955e-02  -5.42993423e-02
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    4.95954753e-02   2.80870378e-01]
 [  5.20211103e-02  -3.68050385e-01  -1.94750301e-01   1.86056847e-01
   -2.74205953e-02   1.27583145e-01   1.96423303e-01   6.45698364e-02
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 [ -2.55500229e-02   8.27321664e-02  -1.50517301e-01   3.63946590e-02
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   -2.52227747e-02  -2.47373116e-02]
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   -1.71825375e-01  -2.16501302e-01]
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   -1.04867459e-01  -5.05273692e-02]
 [ -3.42795055e-01   1.61481300e-02   1.67974853e-02  -1.83755686e-02
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   -7.87894579e-02   8.23795964e-02]
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 [  2.12857895e-01  -1.98941269e-01   6.51549940e-02  -2.07838068e-02
    9.50123438e-02  -3.75222379e-02   5.18297177e-02  -1.36635670e-01
    1.14669043e-01  -1.76048200e-01]
 [ -1.05362003e-01  -8.30991811e-02   1.21437020e-01   1.09007530e-01
    3.39337300e-02  -1.14397840e-01   2.60728048e-01  -7.82036645e-02
    1.82403626e-01  -3.42359703e-03]
 [ -2.75135318e-02  -2.11012579e-01   1.88798267e-01  -2.84650707e-01
   -1.37877065e-01   1.26478225e-01   1.03840940e-01  -1.20960716e-01
   -1.10501615e-03   1.93545817e-01]]
[[ 0.627451  ]
 [ 1.70528861]
 [ 0.24960201]
 [ 0.89275963]
 [-2.74783149]
 [-0.26374357]
 [-1.71730498]
 [ 0.07600799]
 [ 0.70345937]
 [ 0.89075294]]
Progress: 42.5% ... Training loss: 0.268 ... Validation loss: 0.449[[  1.60363940e-01   2.39944165e-01  -1.05456363e-01   1.04078372e-01
   -4.97826909e-01  -6.99931275e-02  -7.19235189e-02   1.20651962e-01
   -5.81688845e-02   1.93393064e-01]
 [  1.62992099e-02   1.50976218e-01  -1.82718924e-02   4.99991373e-02
    7.22965051e-02  -8.02319769e-03   3.12137414e-01   4.14583463e-02
    1.44954755e-01  -2.44765927e-02]
 [  1.88663139e-01   7.66922394e-01   8.58752066e-03  -6.09170055e-02
    7.02436247e-01  -1.83394450e-02  -8.87317466e-01  -4.19693146e-02
    4.45592144e-02   2.74599653e-01]
 [  5.27186049e-02  -3.69973206e-01  -1.94541219e-01   1.87341207e-01
   -2.70956459e-02   1.27392134e-01   1.96990140e-01   6.46464234e-02
    1.30407572e-01   2.93376164e-01]
 [ -2.68518981e-02   7.96976058e-02  -1.50976992e-01   3.50137113e-02
   -5.38437306e-02  -1.79234398e-01   7.66642834e-02  -1.18265944e-01
   -1.99416713e-01  -5.18844310e-02]
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   -2.50037889e-02  -2.46414655e-02]
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   -2.41720537e-03  -1.13214496e-01]
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   -1.72939708e-01  -2.18058517e-01]
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   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.77934127e-01  -3.40006076e-01   9.72376070e-02   2.21983222e-01
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   -2.67250819e-01  -8.12009806e-02]
 [  9.82885743e-02  -2.01764257e-01  -2.36954228e-02   1.13395053e-01
   -5.21011593e-02  -8.74011075e-02   2.52739669e-01   2.38822846e-03
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 [  4.23153532e-02  -1.01661658e-01  -2.08522349e-01   1.59077559e-01
   -9.06392691e-02   7.99244904e-02  -4.11855040e-02  -1.93033706e-02
   -8.23267242e-02   3.44053623e-03]
 [ -1.13019545e-01  -7.00248790e-02  -1.98954202e-01   1.68090054e-01
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 [ -6.48745180e-02  -4.39417240e-02   2.77191906e-01   1.05543762e-01
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 [  6.00533706e-02  -1.58246617e-02   8.83273094e-02   8.96966365e-02
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   -2.57825067e-02  -5.81206903e-02]
 [  9.16385199e-03  -1.44516624e-01  -2.92258948e-01  -5.27188277e-02
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 [  4.70151907e-02  -4.09025913e-02  -1.16797669e-01   4.30728055e-02
   -1.05754716e-01   3.21697049e-01   2.78479813e-01   2.04284244e-01
   -1.60877918e-01  -6.17185465e-02]
 [  3.75962878e-03  -4.04251805e-03   1.23496646e-01   1.08825104e-01
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   -1.38210795e-02   3.64568090e-02]
 [ -3.07765544e-02  -1.25773827e-01  -7.50512882e-02  -1.26429248e-01
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   -1.81466074e-01  -3.79068970e-01]
 [ -1.91038837e-02  -4.36577818e-01  -3.14139294e-02  -7.53293098e-02
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 [  1.09523688e-02  -4.87575197e-01  -4.36042414e-02  -1.06465067e-01
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   -3.63938572e-01  -2.19709594e-01]
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   -7.11239752e-02   8.13163649e-02]
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   -9.21060359e-02  -1.40216514e-01]
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   -1.32316046e-02  -1.23818586e-01]
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   -5.22140668e-02   5.49616684e-02  -1.35137673e-01   2.81421654e-01
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 [  3.56153729e-01   3.51195438e-01  -7.96789875e-02   3.18922681e-01
   -9.06954910e-01  -2.89615356e-01  -4.96504015e-01   1.77871091e-01
    3.92152162e-01  -1.83898284e-02]
 [  4.78743548e-02   1.29639588e-01   2.53621040e-01   2.48958247e-01
   -6.07733710e-02  -1.96566005e-01  -1.77933860e-01  -1.32969970e-01
   -1.38607227e-01  -2.88963210e-01]
 [  1.85621193e-02  -8.20658952e-02  -1.21060587e-01  -6.19091425e-02
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 [ -3.92018319e-03  -6.27446396e-02  -6.92586187e-02  -5.96128603e-02
   -6.22467561e-03  -1.75735546e-01   9.39878986e-02   9.22726449e-03
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 [  3.14946285e-02   9.00222614e-02   2.44660065e-01   7.66026902e-02
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   -1.83788017e-01   1.08405066e-01]
 [  7.26703322e-02   4.18945747e-02   1.07196203e-01   6.47651193e-03
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   -1.82083043e-02  -8.88831922e-02]
 [ -8.02095295e-03   1.08501095e-01   8.53652633e-02  -2.82506318e-02
   -6.24889120e-02   1.79108240e-01   8.29124928e-02   1.18357391e-01
   -1.98804041e-02   1.74069549e-01]
 [  2.27734910e-01   9.49853110e-02   3.09287292e-02   8.83491624e-02
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   -4.85147096e-02  -1.23111108e-02]
 [  4.79337077e-02   2.34875569e-02   1.88219052e-02   4.75262480e-02
   -4.41133448e-01  -1.25152426e-01  -2.27740530e-01   4.14989920e-02
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 [  6.14658931e-02   5.22471527e-01   1.29003417e-01   4.39940426e-01
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 [  2.54073426e-01   3.25861371e-01   2.47400942e-01   1.52397425e-01
   -4.75931046e-01   7.93390677e-02  -2.30504568e-01   1.62747831e-01
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 [ -7.63022313e-02   2.24041200e-01   2.40232537e-01   1.30766700e-02
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   -3.52542839e-02   4.66650532e-02]
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   -2.76284688e-01  -9.52563614e-02]
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   -2.07250427e-01   3.22420255e-02]
 [  9.61274104e-03  -4.08501181e-01  -1.27910202e-01  -1.61817303e-01
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   -1.65719072e-01  -2.22886426e-01]
 [  1.08650406e-01  -2.42057457e-01  -1.57541741e-01  -2.60692136e-02
   -2.32159477e-02  -4.55265306e-02   1.06282078e-01  -1.54729341e-01
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 [ -1.13001943e-01   4.86306547e-02   2.66192306e-01   7.17381276e-04
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   -1.06671540e-01  -5.27569658e-02]
 [ -3.43376050e-01   1.46980716e-02   1.65469871e-02  -1.92807175e-02
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   -7.94833755e-02   8.14938076e-02]
 [  1.44691705e-01  -5.43679052e-03  -2.33694956e-01  -8.01585997e-02
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    1.94736610e-03  -1.86933000e-01]
 [  2.13085940e-01  -1.98588154e-01   6.52218209e-02  -2.05538870e-02
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    1.14826762e-01  -1.75889919e-01]
 [ -1.05733676e-01  -8.35219999e-02   1.21297707e-01   1.08463424e-01
    3.51018375e-02  -1.14270616e-01   2.61307780e-01  -7.82484296e-02
    1.81926335e-01  -3.96085447e-03]
 [ -2.60526218e-02  -2.07402948e-01   1.89444792e-01  -2.82448071e-01
   -1.43919176e-01   1.25809233e-01   1.00447462e-01  -1.20772976e-01
    8.13811846e-04   1.95854375e-01]]
[[ 0.61908815]
 [ 1.69382688]
 [ 0.24093163]
 [ 0.88480466]
 [-2.75914485]
 [-0.26926757]
 [-1.72065109]
 [ 0.06905191]
 [ 0.6956653 ]
 [ 0.88214475]]
Progress: 42.5% ... Training loss: 0.271 ... Validation loss: 0.455[[  1.62850818e-01   2.45696384e-01  -1.04522686e-01   1.07455624e-01
   -5.07557383e-01  -7.10472244e-02  -7.76571484e-02   1.20935534e-01
   -5.54771148e-02   1.96785901e-01]
 [  1.64982081e-02   1.51356973e-01  -1.82025806e-02   5.02963010e-02
    7.15566062e-02  -8.11195897e-03   3.11784957e-01   4.14797346e-02
    1.45181268e-01  -2.41958440e-02]
 [  1.89540275e-01   7.67929851e-01   8.88481579e-03  -5.97468864e-02
    6.97665543e-01  -1.87021861e-02  -8.89451547e-01  -4.18776554e-02
    4.53891147e-02   2.75674754e-01]
 [  5.23935276e-02  -3.71489348e-01  -1.94739538e-01   1.86531477e-01
   -2.27809660e-02   1.27567171e-01   1.97733825e-01   6.45940677e-02
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    1.82350790e-01  -3.40106195e-03]
 [ -2.48919213e-02  -2.04029095e-01   1.89865020e-01  -2.80875497e-01
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[[ 0.62995051]
 [ 1.70418019]
 [ 0.25102151]
 [ 0.8955914 ]
 [-2.75080164]
 [-0.26012687]
 [-1.70877828]
 [ 0.07894472]
 [ 0.70574389]
 [ 0.89278902]]
Progress: 42.5% ... Training loss: 0.269 ... Validation loss: 0.449[[  1.64656268e-01   2.51314588e-01  -1.03784190e-01   1.09974476e-01
   -5.12861564e-01  -7.17387883e-02  -8.34526485e-02   1.21151139e-01
   -5.35741304e-02   1.99460317e-01]
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    1.45222624e-01  -2.41244168e-02]
 [  1.91724668e-01   7.71839539e-01   9.87529456e-03  -5.64268324e-02
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    4.80529904e-02   2.79058040e-01]
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   -1.34805185e-02   1.28404956e-01   2.01925560e-01   6.43570674e-02
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   -7.67959309e-04  -1.10980883e-01]
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   -1.72397815e-01  -2.17197760e-01]
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   -2.53045472e-02  -5.75513386e-02]
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    1.82296955e-01  -3.45198736e-03]
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[[ 0.63693968]
 [ 1.71313697]
 [ 0.2560904 ]
 [ 0.89959517]
 [-2.74980316]
 [-0.2568868 ]
 [-1.71058062]
 [ 0.08374421]
 [ 0.71281181]
 [ 0.89850365]]
Progress: 42.6% ... Training loss: 0.271 ... Validation loss: 0.447[[  1.62908429e-01   2.48015447e-01  -1.04563727e-01   1.07297112e-01
   -5.06480522e-01  -7.09265790e-02  -8.02297482e-02   1.20868294e-01
   -5.55684712e-02   1.97090239e-01]
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 [  1.92268721e-01   7.70382775e-01   1.00882426e-02  -5.56500525e-02
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    4.88583279e-02   2.80096217e-01]
 [  4.70508959e-02  -3.84696846e-01  -1.96824050e-01   1.78831850e-01
   -2.39281452e-03   1.29853786e-01   2.10907604e-01   6.38765177e-02
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 [ -2.94276353e-02   7.10647492e-02  -1.51984789e-01   3.14837196e-02
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   -1.72205303e-01  -2.16985855e-01]
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 [  2.54030380e-01   3.26079042e-01   2.47382614e-01   1.52402061e-01
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   -3.49873601e-02   4.70072462e-02]
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   -2.07717661e-01   3.16922898e-02]
 [  9.84249833e-03  -4.08067781e-01  -1.27832925e-01  -1.61517104e-01
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   -1.65474047e-01  -2.22543530e-01]
 [  1.10196741e-01  -2.38669569e-01  -1.57064011e-01  -2.40481108e-02
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 [ -1.13074737e-01   4.84951930e-02   2.66140804e-01   6.17892061e-04
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   -1.06754182e-01  -5.28989263e-02]
 [ -3.43306725e-01   1.48549610e-02   1.65615058e-02  -1.93437697e-02
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   -7.95006580e-02   8.14879763e-02]
 [  1.45221216e-01  -4.56316182e-03  -2.33500355e-01  -7.93689146e-02
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 [  2.11937063e-01  -2.01432588e-01   6.47671039e-02  -2.22614604e-02
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    1.13432778e-01  -1.77530497e-01]
 [ -1.05088064e-01  -8.15966546e-02   1.21556223e-01   1.09360929e-01
    3.29930955e-02  -1.14522373e-01   2.58992974e-01  -7.81784929e-02
    1.82537842e-01  -3.07599049e-03]
 [ -2.52042840e-02  -2.04041394e-01   1.89709350e-01  -2.81473631e-01
   -1.49230249e-01   1.25489672e-01   9.67264588e-02  -1.20723679e-01
    1.58674827e-03   1.96989771e-01]]
[[ 0.63041137]
 [ 1.71141885]
 [ 0.25185906]
 [ 0.8918725 ]
 [-2.75708278]
 [-0.26286615]
 [-1.72287766]
 [ 0.07522757]
 [ 0.70516661]
 [ 0.89000669]]
Progress: 42.6% ... Training loss: 0.268 ... Validation loss: 0.443[[  1.60179575e-01   2.41629646e-01  -1.05588605e-01   1.03411902e-01
   -4.95650858e-01  -6.97768218e-02  -7.35581092e-02   1.20549264e-01
   -5.86329378e-02   1.93484771e-01]
 [  1.64739888e-02   1.51294325e-01  -1.81922615e-02   5.03589616e-02
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    1.45191736e-01  -2.41381430e-02]
 [  1.89260203e-01   7.64173724e-01   8.84345199e-03  -6.03756782e-02
    7.02708520e-01  -1.84873001e-02  -8.88396276e-01  -4.18934139e-02
    4.53066814e-02   2.75724227e-01]
 [  4.97270265e-02  -3.80738349e-01  -1.95731717e-01   1.82869586e-01
   -1.17724985e-02   1.28677452e-01   2.06307073e-01   6.42198701e-02
    1.27211633e-01   2.89399816e-01]
 [ -2.93352383e-02   7.08086087e-02  -1.51890399e-01   3.18273959e-02
   -4.08888486e-02  -1.78421904e-01   8.76701871e-02  -1.18557757e-01
   -2.02182472e-01  -5.49041354e-02]
 [ -3.92482224e-01  -6.55121941e-01  -3.00018692e-01   1.55310991e-01
   -1.23349765e-01   4.08574047e-02   3.57255679e-01  -3.89875711e-02
   -2.66766201e-02  -2.68631949e-02]
 [ -2.44890808e-03  -2.32264369e-01   1.04997655e-02   9.35843238e-02
   -2.05900590e-02  -7.23777656e-02   1.76063395e-01  -1.90809691e-01
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 [ -1.81561703e-01  -1.78128785e-01  -3.04922734e-01  -2.84468697e-02
   -1.10351151e-02   7.10027999e-02  -1.02957580e-01  -3.01552705e-02
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 [  3.10426752e-02  -4.29006718e-01   7.74475282e-02  -8.51957847e-03
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   -1.84984070e-03   6.92761897e-02]
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   -7.65127918e-02   1.24692746e-02   2.09035935e-01  -1.02244007e-01
   -2.35476692e-03  -1.12821771e-01]
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   -1.72130325e-01  -2.16696895e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
    8.54595130e-02   1.72236365e-01]
 [ -2.79314657e-01  -3.41392487e-01   9.66332900e-02   2.20030900e-01
   -1.32225839e-01  -6.59889530e-02   9.43142162e-02  -2.60449162e-01
   -2.69066171e-01  -8.34741435e-02]
 [  9.78066467e-02  -2.02772609e-01  -2.39318802e-02   1.12679745e-01
   -5.10846786e-02  -8.72226854e-02   2.53883385e-01   2.31912237e-03
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 [  4.33172851e-02  -9.98360934e-02  -2.08178259e-01   1.60207468e-01
   -9.07478552e-02   7.94747852e-02  -4.34863584e-02  -1.91775890e-02
   -8.12449421e-02   4.74678155e-03]
 [ -1.11992511e-01  -6.76507033e-02  -1.98537331e-01   1.69502920e-01
   -2.09852939e-02   1.30172529e-01  -5.29359444e-03  -2.49524540e-01
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 [ -6.47457606e-02  -4.35374757e-02   2.77259115e-01   1.05676504e-01
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 [  5.97098461e-02  -1.61484252e-02   8.81761522e-02   8.91134573e-02
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   -2.62332963e-02  -5.86556220e-02]
 [  7.09874717e-03  -1.51123078e-01  -2.93191641e-01  -5.60155564e-02
    1.32277137e-01  -9.14891201e-02   1.42830819e-01   1.62567892e-01
    1.04815645e-01  -3.38579890e-02]
 [  4.93949767e-02  -3.48510918e-02  -1.15804116e-01   4.66980379e-02
   -1.16424502e-01   3.20635791e-01   2.72030800e-01   2.04583915e-01
   -1.58204765e-01  -5.82955116e-02]
 [  3.16232390e-03  -5.97253170e-03   1.23200813e-01   1.08039276e-01
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 [  1.13517342e-01   7.98419774e-02  -4.34018694e-02  -9.32538253e-02
   -1.10017526e-01  -3.31339825e-01   1.17079912e-01   8.83641706e-03
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 [ -1.02676007e-01  -4.52835215e-02  -1.59573573e-02   2.22486314e-02
   -1.04980270e-02  -2.04380152e-01  -6.19036524e-02  -2.01411616e-02
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 [ -1.64692509e-01  -1.31742901e-01  -2.05184112e-01  -2.76193441e-02
   -2.74216228e-01   2.57703600e-03   6.32571534e-02  -2.59278824e-02
   -1.52316146e-02   3.46695215e-02]
 [ -3.10201271e-02  -1.26706444e-01  -7.51440785e-02  -1.26722458e-01
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   -1.81732477e-01  -3.79428995e-01]
 [ -1.90930921e-02  -4.37494599e-01  -3.14098889e-02  -7.52278937e-02
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 [  9.84870654e-03  -4.90959594e-01  -4.40383187e-02  -1.08069024e-01
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   -3.65179069e-01  -2.21315860e-01]
 [ -1.75801221e-01  -6.34396079e-01  -1.12477285e-02  -2.08102537e-01
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   -7.13208288e-02   8.11428000e-02]
 [ -3.01229612e-01  -4.54088477e-01   5.39383069e-02  -5.21887319e-02
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   -9.24014726e-02  -1.40644471e-01]
 [ -2.10691978e-01  -3.39013437e-01   2.50183604e-01  -2.46737329e-01
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   -2.60347910e-01  -3.08230032e-02]
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   -1.39213374e-02  -1.24680513e-01]
 [  9.99112210e-02   2.36593162e-01   1.59060479e-01  -1.07790526e-01
   -5.41096231e-02   5.49447176e-02  -1.36502944e-01   2.81417086e-01
    6.25059567e-02   1.66545282e-01]
 [  3.56676215e-01   3.50005485e-01  -7.96449785e-02   3.18851425e-01
   -9.05910523e-01  -2.89644852e-01  -4.97091985e-01   1.77892116e-01
    3.92694269e-01  -1.78570706e-02]
 [  4.76211559e-02   1.28870078e-01   2.53499993e-01   2.48519485e-01
   -5.91266696e-02  -1.96431341e-01  -1.76980633e-01  -1.33007060e-01
   -1.38931444e-01  -2.89416698e-01]
 [  1.85822609e-02  -8.18973885e-02  -1.21057639e-01  -6.19821963e-02
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 [ -5.31453846e-03  -6.60636796e-02  -6.98164761e-02  -6.16469922e-02
   -6.30989381e-04  -1.75184039e-01   9.74038302e-02   9.05298175e-03
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 [  3.46429352e-02   9.81896228e-02   2.45910568e-01   8.12939061e-02
   -2.53217196e-01  -1.38329253e-01   8.53291881e-02   4.00358005e-02
   -1.80284924e-01   1.12880684e-01]
 [  7.37572879e-02   4.50014774e-02   1.07607597e-01   8.04193429e-03
   -2.43874015e-01   6.75959046e-02   4.90121541e-02  -2.71043212e-01
   -1.70586778e-02  -8.73614230e-02]
 [ -8.15886521e-03   1.08436687e-01   8.52907704e-02  -2.85344672e-02
   -6.16603264e-02   1.79163424e-01   8.30276643e-02   1.18333433e-01
   -2.00767795e-02   1.73825455e-01]
 [  2.27232788e-01   9.38328694e-02   3.07052442e-02   8.73839266e-02
    2.21180971e-03  -2.60174857e-02  -1.95481318e-01   1.48886283e-01
   -4.92657643e-02  -1.32603985e-02]
 [  4.88618642e-02   2.56752356e-02   1.91921254e-02   4.89024534e-02
   -4.45492495e-01  -1.25486320e-01  -2.29763455e-01   4.16010976e-02
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 [  6.07806634e-02   5.21214819e-01   1.28743819e-01   4.39231215e-01
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 [  1.76485238e-01   4.94449737e-01   6.63748502e-02   4.27348592e-01
   -9.83703485e-01  -8.27466262e-02  -4.33232680e-01   1.50962982e-01
    2.10999244e-01   4.77908506e-01]
 [  2.53856264e-01   3.25830354e-01   2.47313672e-01   1.52181376e-01
   -4.77350233e-01   7.93894022e-02  -2.30255734e-01   1.62720333e-01
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 [ -7.62217250e-02   2.25151528e-01   2.40251800e-01   1.31398338e-02
   -4.08249966e-02   1.31630626e-01  -1.02682592e-01  -1.55217755e-02
   -3.52100389e-02   4.67618659e-02]
 [ -1.00142276e-01   1.70600127e-03   2.40998832e-02   9.17158447e-02
   -5.54113523e-02   1.16179158e-01   2.44336403e-01   1.98224799e-02
   -2.75829472e-01  -9.46674683e-02]
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   -2.07733309e-01   3.16777877e-02]
 [  1.00351960e-02  -4.07820232e-01  -1.27759973e-01  -1.61238310e-01
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   -1.65250210e-01  -2.22266048e-01]
 [  1.10313198e-01  -2.38385520e-01  -1.57030027e-01  -2.37498114e-02
   -3.00025701e-02  -4.61403822e-02   1.02317840e-01  -1.54560685e-01
    1.14213396e-01  -1.59474616e-01]
 [ -1.13030770e-01   4.87087632e-02   2.66155821e-01   5.57283136e-04
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   -1.06787441e-01  -5.28865600e-02]
 [ -3.43294850e-01   1.48443927e-02   1.65718831e-02  -1.93320013e-02
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   -7.94810575e-02   8.14786323e-02]
 [  1.44700431e-01  -6.42900603e-03  -2.33655770e-01  -7.99111676e-02
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    2.10513477e-03  -1.86878595e-01]
 [  2.11345214e-01  -2.02945142e-01   6.44920037e-02  -2.32653225e-02
    1.00687434e-01  -3.68649081e-02   5.58261220e-02  -1.36824744e-01
    1.12642090e-01  -1.78536080e-01]
 [ -1.04617453e-01  -8.05603168e-02   1.21730186e-01   1.09998872e-01
    3.04592056e-02  -1.14721911e-01   2.57967510e-01  -7.81188679e-02
    1.82945030e-01  -2.50706311e-03]
 [ -2.81921208e-02  -2.12063953e-01   1.88514411e-01  -2.85736888e-01
   -1.39656885e-01   1.26754416e-01   1.04604750e-01  -1.21087443e-01
   -1.71789482e-03   1.93025182e-01]]
[[ 0.61662863]
 [ 1.69713333]
 [ 0.23814433]
 [ 0.88105022]
 [-2.76603649]
 [-0.27198869]
 [-1.72945719]
 [ 0.06520716]
 [ 0.69125904]
 [ 0.8758299 ]]
Progress: 42.7% ... Training loss: 0.273 ... Validation loss: 0.456[[  1.60206987e-01   2.42454467e-01  -1.05565991e-01   1.03444332e-01
   -4.95964382e-01  -6.97971519e-02  -7.45237331e-02   1.20551580e-01
   -5.85471149e-02   1.93505817e-01]
 [  1.60972441e-02   1.50771732e-01  -1.83033392e-02   4.98629266e-02
    7.24704117e-02  -7.95623867e-03   3.12413569e-01   4.14454305e-02
    1.44812888e-01  -2.46250775e-02]
 [  1.89377895e-01   7.67046516e-01   8.84193464e-03  -6.02875898e-02
    7.03622290e-01  -1.85252216e-02  -8.92023176e-01  -4.19000099e-02
    4.51087962e-02   2.75629099e-01]
 [  5.19100154e-02  -3.77503651e-01  -1.94790954e-01   1.86172063e-01
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 [ -1.03614424e-01  -7.83599854e-02   1.22145711e-01   1.11432631e-01
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    1.84035819e-01  -1.05385200e-03]
 [ -2.77843308e-02  -2.11225352e-01   1.88666568e-01  -2.85161213e-01
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   -1.29079626e-03   1.93517018e-01]]
[[ 0.62379016]
 [ 1.70142174]
 [ 0.24490884]
 [ 0.88910136]
 [-2.75837579]
 [-0.2641213 ]
 [-1.71894923]
 [ 0.07362967]
 [ 0.69836728]
 [ 0.88409492]]
Progress: 42.8% ... Training loss: 0.269 ... Validation loss: 0.452[[  1.65031817e-01   2.54826108e-01  -1.03567047e-01   1.10667870e-01
   -5.14529033e-01  -7.20152430e-02  -8.68521003e-02   1.21171609e-01
   -5.29659920e-02   2.00800658e-01]
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    1.44606810e-01  -2.48706033e-02]
 [  1.93356692e-01   7.78205027e-01   1.04651080e-02  -5.41951326e-02
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    4.97039527e-02   2.81592997e-01]
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   -9.20372895e-03   1.28647506e-01   2.08466144e-01   6.41943869e-02
    1.27730607e-01   2.89989891e-01]
 [ -2.71532382e-02   7.43473540e-02  -1.51167684e-01   3.45056952e-02
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   -1.99881085e-01  -5.19783067e-02]
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   -2.45881121e-02  -2.43287490e-02]
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 [  3.48121398e-02  -4.17664168e-01   7.90749813e-02  -2.63182046e-03
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   -1.71388823e-01  -2.15784424e-01]
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   -2.68685735e-01  -8.29587610e-02]
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 [  4.43381425e-02  -9.76858046e-02  -2.07765810e-01   1.61710305e-01
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   -2.46312245e-02  -5.66471059e-02]
 [  7.93768115e-03  -1.48313705e-01  -2.92865853e-01  -5.47226097e-02
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 [  5.21376245e-02  -2.74406294e-02  -1.14639162e-01   5.10617305e-02
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 [ -1.03619973e-01  -7.84713788e-02   1.22124500e-01   1.11369266e-01
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    1.84070305e-01  -1.03031000e-03]
 [ -2.70488111e-02  -2.09289486e-01   1.88964870e-01  -2.84042357e-01
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   -4.45785190e-04   1.94736495e-01]]
[[ 0.64258701]
 [ 1.71871135]
 [ 0.2591966 ]
 [ 0.9040387 ]
 [-2.74519667]
 [-0.25111393]
 [-1.706963  ]
 [ 0.08946846]
 [ 0.71241647]
 [ 0.90072099]]
Progress: 42.8% ... Training loss: 0.276 ... Validation loss: 0.447[[  1.62828668e-01   2.49886621e-01  -1.04571863e-01   1.07294827e-01
   -5.05783560e-01  -7.10596843e-02  -8.15342134e-02   1.20820900e-01
   -5.55453946e-02   1.97702368e-01]
 [  1.55792561e-02   1.49728312e-01  -1.85160091e-02   4.91471420e-02
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    1.44205683e-01  -2.53500550e-02]
 [  1.93641715e-01   7.75971509e-01   1.05092667e-02  -5.41133727e-02
    6.88008439e-01  -2.04478362e-02  -9.01688343e-01  -4.13707785e-02
    4.99776874e-02   2.81889251e-01]
 [  4.99595466e-02  -3.81007519e-01  -1.95496717e-01   1.83942944e-01
   -9.48255129e-03   1.28610440e-01   2.08050453e-01   6.42331896e-02
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 [ -2.68883484e-02   7.32102180e-02  -1.51014946e-01   3.47594434e-02
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   -2.67671064e-02  -2.66674116e-02]
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   -1.73479303e-01  -2.18195331e-01]
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   -2.48803052e-02  -5.69423786e-02]
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   -1.81631908e-01  -3.79277679e-01]
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 [  4.72951952e-02   1.28559155e-01   2.53369136e-01   2.47968524e-01
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   -1.80632294e-01   1.12485382e-01]
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   -4.88257185e-02  -1.27424584e-02]
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   -4.80439097e-01   7.91158336e-02  -2.31735742e-01   1.62759004e-01
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   -3.55936800e-02   4.63617904e-02]
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 [  1.10562876e-01  -2.35700904e-01  -1.56827537e-01  -2.29107454e-02
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   -1.07601252e-01  -5.40464776e-02]
 [ -3.42112021e-01   1.68170732e-02   1.70405820e-02  -1.75299921e-02
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   -7.80732535e-02   8.31318001e-02]
 [  1.44759351e-01  -5.85293517e-03  -2.33603991e-01  -7.97019302e-02
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 [  2.10552426e-01  -2.04771851e-01   6.41036617e-02  -2.44746083e-02
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    1.11494894e-01  -1.79339561e-01]
 [ -1.04418411e-01  -8.05886671e-02   1.21799299e-01   1.10281451e-01
    3.00606529e-02  -1.14857808e-01   2.57565592e-01  -7.81163727e-02
    1.83235262e-01  -2.09202147e-03]
 [ -2.77174192e-02  -2.10827590e-01   1.88651128e-01  -2.84983491e-01
   -1.42779966e-01   1.26540397e-01   1.03215316e-01  -1.21048499e-01
   -1.07043621e-03   1.93973838e-01]]
[[ 0.62378544]
 [ 1.70657397]
 [ 0.24097775]
 [ 0.88399675]
 [-2.76199896]
 [-0.26799123]
 [-1.72938809]
 [ 0.072101  ]
 [ 0.69247017]
 [ 0.88276737]]
Progress: 42.9% ... Training loss: 0.268 ... Validation loss: 0.447[[  1.64137432e-01   2.51972707e-01  -1.04032827e-01   1.08974553e-01
   -5.09491006e-01  -7.14739851e-02  -8.42953885e-02   1.20978218e-01
   -5.40448958e-02   1.99577013e-01]
 [  1.58967129e-02   1.50571646e-01  -1.83899378e-02   4.95869985e-02
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    1.44547895e-01  -2.49385461e-02]
 [  1.95047125e-01   7.79808273e-01   1.10439548e-02  -5.24085618e-02
    6.83824660e-01  -2.08421693e-02  -9.05927152e-01  -4.12290590e-02
    5.14191802e-02   2.83693179e-01]
 [  4.72675288e-02  -3.86877121e-01  -1.96657656e-01   1.79927939e-01
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    1.25124957e-01   2.85824226e-01]
 [ -2.42358665e-02   7.79299127e-02  -1.49880558e-01   3.88748471e-02
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   -1.96408655e-01  -4.77570906e-02]
 [ -3.92187180e-01  -6.55476679e-01  -2.99895708e-01   1.55915891e-01
   -1.27101307e-01   4.05396811e-02   3.57256559e-01  -3.89818522e-02
   -2.60923401e-02  -2.58628759e-02]
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   -1.41268289e-02   7.08900907e-02  -1.02829521e-01  -3.01223291e-02
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   -1.60030894e-03  -1.11939350e-01]
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   -1.73360202e-01  -2.17956342e-01]
 [ -1.58091168e-01   2.91093349e-03   6.13786151e-02   2.01911800e-02
   -1.69852711e-01  -2.19190235e-01  -1.75706676e-01  -1.97170577e-01
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 [ -2.78845375e-01  -3.40835326e-01   9.68641692e-02   2.20925352e-01
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   -2.68510989e-01  -8.27416371e-02]
 [  9.73237267e-02  -2.03533909e-01  -2.41632088e-02   1.11880646e-01
   -5.01411470e-02  -8.70688517e-02   2.54493585e-01   2.23638398e-03
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 [  4.39272186e-02  -9.94583023e-02  -2.07948185e-01   1.61175434e-01
   -9.43406270e-02   7.91094510e-02  -4.42488229e-02  -1.91178310e-02
   -8.04153723e-02   5.98509188e-03]
 [ -1.12966530e-01  -7.00584550e-02  -1.98900122e-01   1.68053871e-01
   -1.70472755e-02   1.30591039e-01  -3.22826142e-03  -2.49624011e-01
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 [ -6.49774307e-02  -4.38063596e-02   2.77141413e-01   1.05344009e-01
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 [  6.23677335e-02  -9.91838855e-03   8.92292372e-02   9.30700797e-02
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   -2.31090442e-02  -5.47615633e-02]
 [  7.27221059e-03  -1.49805974e-01  -2.93190304e-01  -5.58756589e-02
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 [  5.19941711e-02  -2.80537750e-02  -1.14696304e-01   5.07953119e-02
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   -1.55067470e-01  -5.43047533e-02]
 [  2.18494547e-03  -9.12764572e-03   1.22790656e-01   1.06618602e-01
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   -1.12281116e-01  -3.31560576e-01   1.15556188e-01   8.90003420e-03
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   -1.81992228e-01  -3.79746810e-01]
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 [  1.03518150e-02  -4.90323871e-01  -4.38282501e-02  -1.07299028e-01
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   -3.64581751e-01  -2.20585812e-01]
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   -7.15717515e-02   8.09249034e-02]
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   -9.22867653e-02  -1.40427754e-01]
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   -2.60955962e-01  -3.15265047e-02]
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   -1.38306106e-02  -1.24675467e-01]
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 [  3.58035549e-01   3.54635514e-01  -7.90669198e-02   3.20987015e-01
   -9.10925888e-01  -2.90354602e-01  -5.01023761e-01   1.78064613e-01
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 [  4.76166257e-02   1.29297278e-01   2.53518908e-01   2.48475544e-01
   -5.96816525e-02  -1.96435888e-01  -1.77400649e-01  -1.33005051e-01
   -1.38930886e-01  -2.89378145e-01]
 [  1.77571145e-02  -8.33711156e-02  -1.21366484e-01  -6.31614126e-02
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 [ -4.59600348e-03  -6.42476862e-02  -6.95493429e-02  -6.06424400e-02
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 [  3.45378887e-02   9.74023924e-02   2.45868236e-01   8.12056183e-02
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   -1.80385254e-01   1.12746103e-01]
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   -1.60749672e-02  -8.60471426e-02]
 [ -7.23488212e-03   1.11126135e-01   8.56552471e-02  -2.72389527e-02
   -6.58102182e-02   1.78803777e-01   8.04178987e-02   1.18447380e-01
   -1.91156356e-02   1.75003003e-01]
 [  2.27906677e-01   9.53282212e-02   3.08950785e-02   8.82343319e-02
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   -4.85752518e-02  -1.24192298e-02]
 [  4.80473373e-02   2.41775675e-02   1.88951828e-02   4.78121987e-02
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 [  6.04859510e-02   5.20184479e-01   1.28612180e-01   4.38753616e-01
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 [  2.54731275e-01   3.28081621e-01   2.47701915e-01   1.53765415e-01
   -4.82667004e-01   7.89340282e-02  -2.32970824e-01   1.62816675e-01
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   -3.61057607e-02   4.56870088e-02]
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   -2.74754002e-01  -9.33326879e-02]
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   -2.07395013e-01   3.20477589e-02]
 [  9.36907983e-03  -4.09508832e-01  -1.28015460e-01  -1.62194400e-01
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   -1.65998195e-01  -2.23190439e-01]
 [  1.11542104e-01  -2.33932252e-01  -1.56488096e-01  -2.16036876e-02
   -4.02590067e-02  -4.67339449e-02   9.90662656e-02  -1.54431036e-01
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 [ -1.12630202e-01   5.05397709e-02   2.66382336e-01   1.30728326e-03
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   -1.06217099e-01  -5.23737029e-02]
 [ -3.41633112e-01   1.72323366e-02   1.72504196e-02  -1.68383113e-02
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   -7.75561189e-02   8.38482389e-02]
 [  1.44692354e-01  -6.46609913e-03  -2.33594478e-01  -7.96964420e-02
    1.19051833e-01  -2.99320667e-01   8.87471303e-02  -1.67207921e-01
    2.28445397e-03  -1.86616784e-01]
 [  2.10425486e-01  -2.05792169e-01   6.40364510e-02  -2.47555931e-02
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    1.11244518e-01  -1.79522500e-01]
 [ -1.03413388e-01  -7.80269730e-02   1.22179585e-01   1.11583287e-01
    2.69625696e-02  -1.15238455e-01   2.54797484e-01  -7.80014321e-02
    1.84193606e-01  -6.71538792e-04]
 [ -2.74420897e-02  -2.09712182e-01   1.88758958e-01  -2.84576239e-01
   -1.44872592e-01   1.26400410e-01   1.02269597e-01  -1.21011374e-01
   -6.92786724e-04   1.94292960e-01]]
[[ 0.63718555]
 [ 1.72216118]
 [ 0.25443504]
 [ 0.89935173]
 [-2.75641633]
 [-0.2596632 ]
 [-1.71972591]
 [ 0.08261851]
 [ 0.70668135]
 [ 0.8965379 ]]
Progress: 42.9% ... Training loss: 0.271 ... Validation loss: 0.440[[  1.63069399e-01   2.48930254e-01  -1.04508462e-01   1.07371588e-01
   -5.07245074e-01  -7.09801932e-02  -8.11945566e-02   1.20834038e-01
   -5.51808890e-02   1.98097333e-01]
 [  1.55369725e-02   1.49729449e-01  -1.85354860e-02   4.90539006e-02
    7.38420544e-02  -7.72736504e-03   3.13335520e-01   4.13634834e-02
    1.44168027e-01  -2.53948458e-02]
 [  1.93812801e-01   7.76795959e-01   1.05148628e-02  -5.41445000e-02
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 [ -1.03185897e-01  -7.79354723e-02   1.22268581e-01   1.11879043e-01
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    1.84406278e-01  -4.12779734e-04]
 [ -2.84129662e-02  -2.11512875e-01   1.88375698e-01  -2.85860038e-01
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   -1.67358901e-03   1.93003392e-01]]
[[ 0.62740925]
 [ 1.71325073]
 [ 0.24441419]
 [ 0.89038138]
 [-2.76616502]
 [-0.26684399]
 [-1.72876921]
 [ 0.07561506]
 [ 0.69765036]
 [ 0.88714697]]
Progress: 43.0% ... Training loss: 0.267 ... Validation loss: 0.443[[  1.62055536e-01   2.47259815e-01  -1.04776003e-01   1.06292857e-01
   -5.04098179e-01  -7.05249498e-02  -7.92112594e-02   1.20713546e-01
   -5.62003871e-02   1.96709760e-01]
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 [  1.92168557e-01   7.71932694e-01   9.81657886e-03  -5.70096451e-02
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    4.83039323e-02   2.79701576e-01]
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 [ -3.05554955e-02   6.47291069e-02  -1.52085887e-01   3.07525274e-02
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   -1.75346879e-01  -2.20676142e-01]
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 [  6.28962414e-03  -1.51604086e-01  -2.93597209e-01  -5.73374850e-02
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 [ -1.03808841e-01  -7.92584527e-02   1.22006430e-01   1.10991697e-01
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    1.83690576e-01  -1.36213217e-03]
 [ -2.87722948e-02  -2.12476653e-01   1.88268552e-01  -2.86248927e-01
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   -2.04862200e-03   1.92621177e-01]]
[[ 0.61330679]
 [ 1.70196461]
 [ 0.23380486]
 [ 0.87414451]
 [-2.77621727]
 [-0.27844165]
 [-1.74055214]
 [ 0.06347935]
 [ 0.68246092]
 [ 0.87155203]]
Progress: 43.0% ... Training loss: 0.275 ... Validation loss: 0.454[[  1.65121903e-01   2.55689249e-01  -1.03581248e-01   1.10859443e-01
   -5.16968790e-01  -7.18310601e-02  -8.79996910e-02   1.21041226e-01
   -5.25849638e-02   2.01274634e-01]
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 [  1.94309622e-01   7.77473956e-01   1.06611282e-02  -5.36763919e-02
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    5.08413936e-02   2.83207600e-01]
 [  4.50964656e-02  -3.94233048e-01  -1.97197290e-01   1.77618760e-01
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 [ -3.04007757e-02   6.56455557e-02  -1.51974166e-01   3.11060832e-02
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   -1.75341459e-01  -2.20656649e-01]
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 [  6.57338536e-03  -1.50723490e-01  -2.93458289e-01  -5.67887023e-02
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 [  5.16356345e-02  -2.88240681e-02  -1.14810440e-01   5.04708121e-02
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 [  1.04113594e-02  -4.90405702e-01  -4.38062489e-02  -1.07206984e-01
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 [  4.79037917e-02   1.30034868e-01   2.53643036e-01   2.48878990e-01
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   -2.08346908e-02   1.72863782e-01]
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   -4.94432699e-02  -1.35516157e-02]
 [  4.83054521e-02   2.46888973e-02   1.89846445e-02   4.81822626e-02
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   -4.86338661e-01   7.86236254e-02  -2.34538541e-01   1.62888565e-01
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   -3.58156777e-02   4.60752175e-02]
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 [  1.09523573e-01  -2.38118801e-01  -1.57304368e-01  -2.42487253e-02
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 [ -1.13968084e-01   4.69505492e-02   2.65835995e-01  -5.27229531e-04
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   -1.07808033e-01  -5.43070575e-02]
 [ -3.41401982e-01   1.74903008e-02   1.73489937e-02  -1.65695678e-02
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   -7.71262962e-02   8.41522419e-02]
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 [  2.10652277e-01  -2.06780441e-01   6.41896828e-02  -2.40926361e-02
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    1.11766562e-01  -1.78888787e-01]
 [ -1.03418962e-01  -7.85928972e-02   1.22148455e-01   1.11534741e-01
    2.58054877e-02  -1.15238251e-01   2.55366640e-01  -7.80126953e-02
    1.84125720e-01  -7.94839878e-04]
 [ -2.82701399e-02  -2.10911171e-01   1.88464326e-01  -2.85588764e-01
   -1.44990577e-01   1.26741640e-01   1.02978364e-01  -1.21124975e-01
   -1.47481575e-03   1.93374592e-01]]
[[ 0.63055105]
 [ 1.71731393]
 [ 0.2496548 ]
 [ 0.88939947]
 [-2.76087674]
 [-0.26490082]
 [-1.72597752]
 [ 0.077776  ]
 [ 0.69954537]
 [ 0.88703779]]
Progress: 43.0% ... Training loss: 0.268 ... Validation loss: 0.442[[  1.63604533e-01   2.51321885e-01  -1.04177591e-01   1.08584025e-01
   -5.11183233e-01  -7.11625933e-02  -8.34750746e-02   1.20862758e-01
   -5.42937762e-02   1.99324642e-01]
 [  1.54563274e-02   1.49432304e-01  -1.86013329e-02   4.88833854e-02
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 [  1.92348314e-01   7.74340766e-01   9.96086073e-03  -5.64587222e-02
    7.02446978e-01  -1.98725096e-02  -9.03233970e-01  -4.15848180e-02
    4.86617449e-02   2.80553879e-01]
 [  4.60150108e-02  -3.96156015e-01  -1.96791539e-01   1.79456060e-01
    5.63043358e-04   1.30055458e-01   2.22770019e-01   6.38691440e-02
    1.24246579e-01   2.84286549e-01]
 [ -3.12321970e-02   6.46093203e-02  -1.52319514e-01   3.02123701e-02
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   -2.03928367e-01  -5.75295702e-02]
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   -1.30461387e-01   4.06983417e-02   3.59380751e-01  -3.90170632e-02
   -2.65621296e-02  -2.64338884e-02]
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   -1.24339452e-03  -1.11306611e-01]
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   -1.75643508e-01  -2.21046358e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.80140694e-01  -3.43273064e-01   9.63176734e-02   2.19152070e-01
   -1.33908755e-01  -6.56840399e-02   9.63619317e-02  -2.60552670e-01
   -2.70074735e-01  -8.45664400e-02]
 [  9.77557074e-02  -2.03178794e-01  -2.39868075e-02   1.12533930e-01
   -5.15764287e-02  -8.72705644e-02   2.54418418e-01   2.29587562e-03
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 [  4.34900912e-02  -1.01104345e-01  -2.08166507e-01   1.60425615e-01
   -9.25662914e-02   7.93195446e-02  -4.28788646e-02  -1.91785172e-02
   -8.08241212e-02   5.41137769e-03]
 [ -1.13876000e-01  -7.31989275e-02  -1.99161193e-01   1.67184455e-01
   -1.63606653e-02   1.30940001e-01   1.01069630e-04  -2.49738216e-01
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 [ -6.41002560e-02  -4.22141931e-02   2.77483252e-01   1.06709806e-01
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 [  6.31547324e-02  -7.56508582e-03   8.95454231e-02   9.41904426e-02
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   -2.21351379e-02  -5.35069722e-02]
 [  6.08016122e-03  -1.51488893e-01  -2.93631328e-01  -5.74223358e-02
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 [  5.07232550e-02  -3.15292373e-02  -1.15198977e-01   4.91524430e-02
   -1.23879155e-01   3.19976861e-01   2.68144450e-01   2.04734350e-01
   -1.56458972e-01  -5.60518580e-02]
 [  1.16791806e-03  -1.27392936e-02   1.22324121e-01   1.05070259e-01
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   -2.75238471e-01   2.78346975e-03   6.51389658e-02  -2.59834321e-02
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   -1.81662070e-01  -3.79410953e-01]
 [ -1.89289630e-02  -4.38920605e-01  -3.13981398e-02  -7.51109700e-02
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 [  1.09247900e-02  -4.89807308e-01  -4.35640767e-02  -1.06368193e-01
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   -3.63831967e-01  -2.19646737e-01]
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   -7.14716674e-02   8.11655492e-02]
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   -9.31311090e-02  -1.41498095e-01]
 [ -2.11490775e-01  -3.41786617e-01   2.49888517e-01  -2.47820390e-01
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   -2.61150266e-01  -3.17224376e-02]
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   -1.48547316e-02  -1.26011832e-01]
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   -6.25679434e-02   5.43514203e-02  -1.41724922e-01   2.81577781e-01
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 [  3.56111894e-01   3.49896401e-01  -7.98153290e-02   3.18315894e-01
   -9.03360101e-01  -2.89401851e-01  -4.96276160e-01   1.77822920e-01
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 [  4.78002221e-02   1.29607152e-01   2.53611930e-01   2.48733861e-01
   -6.02687044e-02  -1.96530033e-01  -1.77873939e-01  -1.32976899e-01
   -1.38707081e-01  -2.89112910e-01]
 [  1.70089172e-02  -8.51733444e-02  -1.21672970e-01  -6.42363910e-02
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 [ -3.80104438e-03  -6.29474721e-02  -6.92607251e-02  -5.95362941e-02
   -6.37785044e-03  -1.75871237e-01   9.35418514e-02   9.21612912e-03
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 [  3.40096652e-02   9.62387965e-02   2.45669091e-01   8.04642161e-02
   -2.50747249e-01  -1.38201217e-01   8.66721147e-02   3.99342572e-02
   -1.80992082e-01   1.12175023e-01]
 [  7.48837419e-02   4.88406752e-02   1.08064300e-01   9.68731313e-03
   -2.49615595e-01   6.70989858e-02   4.54193751e-02  -2.70900408e-01
   -1.58191273e-02  -8.56541914e-02]
 [ -8.76241855e-03   1.07458967e-01   8.50354626e-02  -2.94933214e-02
   -5.97612971e-02   1.79471751e-01   8.40921441e-02   1.18256878e-01
   -2.08893411e-02   1.72794870e-01]
 [  2.27946267e-01   9.58341932e-02   3.09121437e-02   8.82129054e-02
   -2.05209851e-03  -2.63244290e-02  -1.97802286e-01   1.48964707e-01
   -4.85342929e-02  -1.23462013e-02]
 [  4.82347885e-02   2.46504600e-02   1.89628130e-02   4.81077920e-02
   -4.43261017e-01  -1.25235261e-01  -2.28822768e-01   4.15209126e-02
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 [  5.95592164e-02   5.17604484e-01   1.28293597e-01   4.37652644e-01
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 [  1.75554567e-01   4.92105551e-01   6.60250533e-02   4.26359370e-01
   -9.83724796e-01  -8.21890525e-02  -4.30945009e-01   1.50819056e-01
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 [  2.55171075e-01   3.29913666e-01   2.47936382e-01   1.54694348e-01
   -4.86487620e-01   7.86387403e-02  -2.34578872e-01   1.62883713e-01
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 [ -7.69873469e-02   2.23394067e-01   2.39964811e-01   1.20766759e-02
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   -3.60276058e-02   4.58094485e-02]
 [ -9.91944995e-02   4.72527888e-03   2.44566161e-02   9.30794494e-02
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   -2.74726840e-01  -9.33107752e-02]
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   -2.07562490e-01   3.17906175e-02]
 [  1.04300748e-02  -4.07355508e-01  -1.27636000e-01  -1.60697433e-01
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   -1.64808811e-01  -2.21704683e-01]
 [  1.08871408e-01  -2.39450667e-01  -1.57587195e-01  -2.51030788e-02
   -3.56285655e-02  -4.55892607e-02   1.05483758e-01  -1.54804686e-01
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 [ -1.14272950e-01   4.57242987e-02   2.65712805e-01  -9.76491858e-04
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   -1.08139390e-01  -5.47178840e-02]
 [ -3.42779058e-01   1.36749570e-02   1.68202558e-02  -1.84638760e-02
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   -7.86196869e-02   8.23818191e-02]
 [  1.46004143e-01  -3.52383078e-03  -2.33049247e-01  -7.77303274e-02
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    3.75334149e-03  -1.84728846e-01]
 [  2.11311148e-01  -2.05536307e-01   6.44671526e-02  -2.32398079e-02
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    1.12464542e-01  -1.77925289e-01]
 [ -1.04261844e-01  -8.17697863e-02   1.21841485e-01   1.10370988e-01
    2.80507364e-02  -1.14892678e-01   2.58323067e-01  -7.81113188e-02
    1.83258955e-01  -1.89773714e-03]
 [ -2.82052495e-02  -2.10473852e-01   1.88488284e-01  -2.85483208e-01
   -1.47720302e-01   1.26703819e-01   1.02944301e-01  -1.21108911e-01
   -1.37899516e-03   1.93542093e-01]]
[[ 0.62266189]
 [ 1.70815396]
 [ 0.24168288]
 [ 0.88058344]
 [-2.76684362]
 [-0.2714542 ]
 [-1.73308329]
 [ 0.06942163]
 [ 0.69151116]
 [ 0.87721939]]
Progress: 43.1% ... Training loss: 0.268 ... Validation loss: 0.446[[  1.67347105e-01   2.59028607e-01  -1.02750254e-01   1.13948510e-01
   -5.26832534e-01  -7.27315490e-02  -9.17300764e-02   1.21282517e-01
   -5.00947377e-02   2.04353974e-01]
 [  1.54085700e-02   1.49296056e-01  -1.86267851e-02   4.87894344e-02
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 [ -1.03716526e-01  -8.10223656e-02   1.22056848e-01   1.11078877e-01
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    1.83723642e-01  -1.12956284e-03]
 [ -2.72711890e-02  -2.08414348e-01   1.88850974e-01  -2.84208944e-01
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   -3.74563838e-04   1.94858146e-01]]
[[ 0.64807468]
 [ 1.73241509]
 [ 0.26455748]
 [ 0.90536462]
 [-2.74374033]
 [-0.25066942]
 [-1.71127458]
 [ 0.09420665]
 [ 0.71751778]
 [ 0.90474588]]
Progress: 43.1% ... Training loss: 0.286 ... Validation loss: 0.451[[  1.66363700e-01   2.57019705e-01  -1.03144118e-01   1.12534432e-01
   -5.22196307e-01  -7.22287355e-02  -9.00012027e-02   1.21137725e-01
   -5.12096530e-02   2.03094423e-01]
 [  1.55433209e-02   1.49716845e-01  -1.85822762e-02   4.89597788e-02
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    1.44089836e-01  -2.55279324e-02]
 [  1.94930142e-01   7.76979640e-01   1.09570606e-02  -5.25338358e-02
    6.93056682e-01  -2.09109431e-02  -9.06483200e-01  -4.13694353e-02
    5.16789124e-02   2.83856032e-01]
 [  4.79322895e-02  -3.90525725e-01  -1.95996953e-01   1.82223246e-01
   -4.28723905e-03   1.29168994e-01   2.16980819e-01   6.41203763e-02
    1.26203023e-01   2.87024854e-01]
 [ -2.78637970e-02   7.42686187e-02  -1.50817286e-01   3.55353020e-02
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   -1.99257624e-01  -5.15103788e-02]
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   -2.58946269e-02  -2.55169452e-02]
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   -1.74030470e-01  -2.19050346e-01]
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   -7.97740076e-02   6.76206672e-03]
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 [  6.35674130e-02  -6.96958009e-03   8.96966361e-02   9.48195075e-02
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   -2.16539600e-02  -5.29149826e-02]
 [  6.72949791e-03  -1.51424066e-01  -2.93364648e-01  -5.63118911e-02
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    1.04366351e-01  -3.42896198e-02]
 [  5.01273349e-02  -3.28672036e-02  -1.15468969e-01   4.83093340e-02
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 [ -1.04575201e-01  -8.30586362e-02   1.21700223e-01   1.09855417e-01
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 [ -2.89641433e-02  -2.12325474e-01   1.88186291e-01  -2.86542578e-01
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[[ 0.63336215]
 [ 1.72100336]
 [ 0.24812142]
 [ 0.89209958]
 [-2.75921903]
 [-0.26450214]
 [-1.72614978]
 [ 0.0816345 ]
 [ 0.70254811]
 [ 0.89102464]]
Progress: 43.2% ... Training loss: 0.269 ... Validation loss: 0.441[[  1.63079392e-01   2.48408692e-01  -1.04405647e-01   1.07938563e-01
   -5.10484425e-01  -7.07992267e-02  -8.14153799e-02   1.20722678e-01
   -5.47130244e-02   1.98578362e-01]
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 [  1.96004937e-01   7.77777768e-01   1.14678951e-02  -5.07691839e-02
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   -9.89346070e-04   1.29335691e-01   2.19277854e-01   6.40249719e-02
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   -1.74939257e-01  -2.20006611e-01]
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   -6.70976930e-02   1.78731259e-01   7.94330187e-02   1.18451087e-01
   -1.89258692e-02   1.75290213e-01]
 [  2.27746080e-01   9.51678749e-02   3.08477397e-02   8.80113557e-02
   -1.75474963e-03  -2.63010447e-02  -1.97219445e-01   1.48936155e-01
   -4.86326045e-02  -1.25618086e-02]
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 [  2.54234329e-01   3.27569926e-01   2.47566167e-01   1.53421363e-01
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   -1.64421040e-01  -2.21282163e-01]
 [  1.08633203e-01  -2.40128173e-01  -1.57700305e-01  -2.52632920e-02
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 [ -1.15124782e-01   4.35804186e-02   2.65412024e-01  -2.08122855e-03
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   -1.09009153e-01  -5.58987895e-02]
 [ -3.40789347e-01   1.66163285e-02   1.75569345e-02  -1.56810087e-02
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   -7.65715094e-02   8.45770981e-02]
 [  1.47067503e-01  -1.82084513e-03  -2.32602231e-01  -7.59667609e-02
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    5.16442254e-03  -1.82970833e-01]
 [  2.10906244e-01  -2.07687291e-01   6.42353254e-02  -2.40467720e-02
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    1.11810304e-01  -1.78817056e-01]
 [ -1.04281919e-01  -8.24857137e-02   1.21821820e-01   1.10346165e-01
    2.89610459e-02  -1.14934093e-01   2.58302469e-01  -7.81392019e-02
    1.83130888e-01  -1.79401637e-03]
 [ -3.02028349e-02  -2.15310242e-01   1.87675308e-01  -2.88429384e-01
   -1.43153871e-01   1.27529984e-01   1.08165780e-01  -1.21425658e-01
   -3.52468742e-03   1.90990783e-01]]
[[ 0.62340327]
 [ 1.71476917]
 [ 0.23893235]
 [ 0.8802117 ]
 [-2.76508403]
 [-0.2743259 ]
 [-1.73997991]
 [ 0.07217994]
 [ 0.69150163]
 [ 0.88082934]]
Progress: 43.2% ... Training loss: 0.268 ... Validation loss: 0.444[[  1.64762084e-01   2.51719132e-01  -1.03775507e-01   1.10317991e-01
   -5.16053943e-01  -7.14613445e-02  -8.47619752e-02   1.20914978e-01
   -5.27870523e-02   2.00881155e-01]
 [  1.48587728e-02   1.48126482e-01  -1.88606584e-02   4.80084428e-02
    7.51894233e-02  -7.46183473e-03   3.14853812e-01   4.12719801e-02
    1.43416765e-01  -2.65257148e-02]
 [  1.97776948e-01   7.81706491e-01   1.21795960e-02  -4.81774238e-02
    6.85105961e-01  -2.20745810e-02  -9.11509671e-01  -4.10187135e-02
    5.51274810e-02   2.87800325e-01]
 [  4.87285212e-02  -3.87719339e-01  -1.95659599e-01   1.83657803e-01
   -5.40093154e-03   1.28654408e-01   2.14882307e-01   6.42058081e-02
    1.27065143e-01   2.88701199e-01]
 [ -2.58663958e-02   7.72605700e-02  -1.50121441e-01   3.82368178e-02
   -5.46885451e-02  -1.79869104e-01   7.71146330e-02  -1.17918890e-01
   -1.96835870e-01  -4.86763638e-02]
 [ -3.92681964e-01  -6.57781971e-01  -3.00258847e-01   1.55065944e-01
   -1.32262730e-01   4.08118032e-02   3.58559941e-01  -3.90740796e-02
   -2.69251537e-02  -2.67870131e-02]
 [ -1.47783940e-03  -2.32810487e-01   1.09611668e-02   9.56309121e-02
   -3.08498668e-02  -7.29609758e-02   1.73861524e-01  -1.90804401e-01
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    7.77647282e-02  -2.41606984e-02]
 [ -1.82564015e-01  -1.82124834e-01  -3.05152785e-01  -2.96741548e-02
   -1.22208883e-02   7.14134166e-02  -9.79379482e-02  -3.03076371e-02
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 [  3.42152741e-02  -4.25400134e-01   7.84646774e-02  -4.08335968e-03
   -1.85185010e-01  -1.11013539e-01   2.16795102e-01  -1.08965263e-01
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   -8.61708712e-02   1.18279498e-02   2.05598064e-01  -1.02231547e-01
   -1.03992442e-03  -1.11099840e-01]
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   -1.74829184e-01  -2.19928718e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.80542333e-01  -3.43734275e-01   9.60736999e-02   2.18393103e-01
   -1.33284887e-01  -6.53993783e-02   9.64874106e-02  -2.60634658e-01
   -2.70747679e-01  -8.53329359e-02]
 [  9.64461224e-02  -2.05891469e-01  -2.45146834e-02   1.10713246e-01
   -4.85677392e-02  -8.67190184e-02   2.56953242e-01   2.12198621e-03
    2.09714459e-02  -3.56599878e-03]
 [  4.43994099e-02  -9.94869212e-02  -2.07823925e-01   1.61626333e-01
   -9.55364177e-02   7.88991546e-02  -4.51148354e-02  -1.90786246e-02
   -7.98518879e-02   6.73100221e-03]
 [ -1.15014947e-01  -7.65427470e-02  -1.99617455e-01   1.65627863e-01
   -1.33853004e-02   1.31321122e-01   3.33152856e-03  -2.49896028e-01
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 [ -6.23111849e-02  -3.84215999e-02   2.78159375e-01   1.09087332e-01
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    8.18602035e-02   4.58278723e-02]
 [  6.32427951e-02  -9.52703627e-03   8.95408617e-02   9.43360886e-02
    1.76732789e-02  -1.82594988e-02   2.00725256e-01   1.20650231e-01
   -2.18949158e-02  -5.32777171e-02]
 [  7.28646137e-03  -1.50627033e-01  -2.93119760e-01  -5.53677122e-02
    1.25162178e-01  -9.17448139e-02   1.41362218e-01   1.62553138e-01
    1.05045095e-01  -3.36348077e-02]
 [  5.07184931e-02  -3.11807381e-02  -1.15204826e-01   4.91809281e-02
   -1.23903734e-01   3.19937516e-01   2.66878993e-01   2.04681296e-01
   -1.56363492e-01  -5.61631081e-02]
 [  1.60216459e-03  -1.19634257e-02   1.22461550e-01   1.05707438e-01
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 [  1.14823222e-01   8.31238535e-02  -4.28260693e-02  -9.14530384e-02
   -1.15279659e-01  -3.31810462e-01   1.13556604e-01   9.00074362e-03
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 [ -1.04872220e-01  -5.17532132e-02  -1.67963446e-02   1.92621446e-02
   -4.54703754e-03  -2.03537681e-01  -5.56504558e-02  -2.04314035e-02
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 [ -1.64541736e-01  -1.32456010e-01  -2.05032500e-01  -2.71817277e-02
   -2.79518037e-01   2.43878983e-03   6.40102211e-02  -2.58956979e-02
   -1.48299383e-02   3.49583753e-02]
 [ -3.10726206e-02  -1.28242952e-01  -7.51576059e-02  -1.26735735e-01
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   -1.81758871e-01  -3.79474862e-01]
 [ -1.90955916e-02  -4.39606252e-01  -3.14899484e-02  -7.53929964e-02
    6.65583339e-01   1.01136718e-01   5.67083763e-01   9.11606794e-02
    2.82321479e-02  -3.89831314e-01]
 [  1.12225427e-02  -4.90184827e-01  -4.34674284e-02  -1.05930702e-01
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   -3.63521548e-01  -2.19208065e-01]
 [ -1.75736595e-01  -6.37364139e-01  -1.11998410e-02  -2.07847590e-01
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   -7.10979636e-02   8.17225456e-02]
 [ -3.01942550e-01  -4.57763577e-01   5.36931940e-02  -5.30054415e-02
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   -9.30218586e-02  -1.41355610e-01]
 [ -2.11427517e-01  -3.41944046e-01   2.49904758e-01  -2.47692109e-01
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   -2.61056318e-01  -3.15747320e-02]
 [ -1.37975503e-01  -2.45831220e-01  -1.83674473e-01  -1.10167015e-01
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   -1.58352036e-02  -1.27160807e-01]
 [  1.02048879e-01   2.43646268e-01   1.59900589e-01  -1.04655860e-01
   -6.59820103e-02   5.40789269e-02  -1.43832161e-01   2.81630582e-01
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 [  3.56104497e-01   3.50153388e-01  -7.97955216e-02   3.18336613e-01
   -9.04779358e-01  -2.89356253e-01  -4.96261538e-01   1.77837517e-01
    3.92947899e-01  -1.78328383e-02]
 [  4.73107203e-02   1.27772185e-01   2.53405747e-01   2.47952999e-01
   -5.75364839e-02  -1.96340285e-01  -1.76486544e-01  -1.33067277e-01
   -1.39301200e-01  -2.89929245e-01]
 [  1.66899409e-02  -8.59881630e-02  -1.21827952e-01  -6.46672704e-02
    2.41510789e-01   4.27108141e-02   6.15321136e-03  -1.85741915e-01
    2.48374483e-02   1.96620375e-01]
 [ -4.54600829e-03  -6.46585295e-02  -6.95907665e-02  -6.06913210e-02
   -3.89095532e-03  -1.75569255e-01   9.51707008e-02   9.11195248e-03
    2.92349327e-02  -5.13396607e-03]
 [  3.28199806e-02   9.32578024e-02   2.45160343e-01   7.86649839e-02
   -2.45259798e-01  -1.37750682e-01   8.94402375e-02   3.97552841e-02
   -1.82308093e-01   1.10510776e-01]
 [  7.39743896e-02   4.66704393e-02   1.07713307e-01   8.34758020e-03
   -2.45888134e-01   6.75092417e-02   4.75029976e-02  -2.71004244e-01
   -1.68781421e-02  -8.69482094e-02]
 [ -6.02370136e-03   1.14476538e-01   8.61102318e-02  -2.55887407e-02
   -7.07406824e-02   1.78303343e-01   7.67972105e-02   1.18562575e-01
   -1.78769285e-02   1.76612367e-01]
 [  2.27222689e-01   9.39694359e-02   3.06464651e-02   8.72546404e-02
    5.48298246e-04  -2.60747469e-02  -1.95987385e-01   1.48874389e-01
   -4.92270252e-02  -1.32991192e-02]
 [  4.88861041e-02   2.66670547e-02   1.92454150e-02   4.90598473e-02
   -4.45385341e-01  -1.25521663e-01  -2.30793916e-01   4.15969041e-02
    1.24531109e-01   1.99361150e-01]
 [  5.96629356e-02   5.15916008e-01   1.28319551e-01   4.37981585e-01
   -1.22809899e+00  -3.05922316e-01  -5.93937477e-01  -7.08163592e-02
    3.01662052e-01   3.46086192e-01]
 [  1.77707159e-01   4.96015364e-01   6.68466242e-02   4.29291356e-01
   -9.92589565e-01  -8.29276833e-02  -4.34916947e-01   1.51074350e-01
    2.12342573e-01   4.79301824e-01]
 [  2.54313522e-01   3.27815190e-01   2.47588816e-01   1.53504617e-01
   -4.84961536e-01   7.89974709e-02  -2.32420709e-01   1.62749626e-01
    2.44373310e-01   8.38363284e-02]
 [ -7.67101748e-02   2.24218534e-01   2.40056670e-01   1.24330640e-02
   -4.00625049e-02   1.31819708e-01  -1.01662302e-01  -1.55910439e-02
   -3.57443703e-02   4.62013039e-02]
 [ -9.92198650e-02   4.95792919e-03   2.44266844e-02   9.30026480e-02
   -6.03293396e-02   1.15779358e-01   2.40834185e-01   1.99173632e-02
   -2.74769759e-01  -9.33544911e-02]
 [ -2.21768867e-01  -3.41410891e-02  -9.40470651e-02  -3.45019741e-01
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   -2.07336840e-01   3.20219455e-02]
 [  1.05738335e-02  -4.07651126e-01  -1.27576099e-01  -1.60462193e-01
    3.68700247e-01   2.51118300e-02   1.93039316e-01   1.52438559e-01
   -1.64633050e-01  -2.21566221e-01]
 [  1.10841374e-01  -2.34356087e-01  -1.56867973e-01  -2.20471886e-02
   -4.65354520e-02  -4.65284464e-02   1.00273423e-01  -1.54618726e-01
    1.15751654e-01  -1.58265362e-01]
 [ -1.14846225e-01   4.36179872e-02   2.65507188e-01  -1.66131922e-03
    1.54928900e-01   7.86519903e-02   5.73973088e-02  -2.96946267e-01
   -1.08736598e-01  -5.55503372e-02]
 [ -3.40210917e-01   1.80767864e-02   1.77664933e-02  -1.49530010e-02
    1.36170395e-01  -1.78356886e-01   7.17288662e-03   2.34969233e-01
   -7.59572280e-02   8.51301077e-02]
 [  1.46569062e-01  -3.10294159e-03  -2.32811394e-01  -7.67233741e-02
    1.12082724e-01  -2.99939654e-01   8.37436776e-02  -1.66962671e-01
    4.56275179e-03  -1.83662284e-01]
 [  2.11599859e-01  -2.06846308e-01   6.45322613e-02  -2.29987533e-02
    1.00903763e-01  -3.71874943e-02   5.75305387e-02  -1.36868760e-01
    1.12779175e-01  -1.77756960e-01]
 [ -1.04856260e-01  -8.38104695e-02   1.21601194e-01   1.09484902e-01
    3.03815003e-02  -1.14707878e-01   2.59371079e-01  -7.82099501e-02
    1.82515917e-01  -2.63388146e-03]
 [ -3.12227211e-02  -2.18401424e-01   1.87267857e-01  -2.89916517e-01
   -1.39756174e-01   1.28023522e-01   1.10910448e-01  -1.21552846e-01
   -4.68091298e-03   1.89585405e-01]]
[[ 0.63021568]
 [ 1.71972259]
 [ 0.24312167]
 [ 0.88671835]
 [-2.75940391]
 [-0.26877342]
 [-1.7342746 ]
 [ 0.07744571]
 [ 0.69599301]
 [ 0.88742994]]
Progress: 43.3% ... Training loss: 0.267 ... Validation loss: 0.441[[  1.64415461e-01   2.50266930e-01  -1.03877061e-01   1.09843354e-01
   -5.12739851e-01  -7.12692924e-02  -8.33606266e-02   1.20871394e-01
   -5.31048540e-02   2.00650470e-01]
 [  1.45929485e-02   1.47410327e-01  -1.89636401e-02   4.76444997e-02
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   -1.08459736e-01  -5.52778273e-02]
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 [  2.12338069e-01  -2.05570394e-01   6.48359020e-02  -2.17924231e-02
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 [ -1.05849157e-01  -8.55064099e-02   1.21203829e-01   1.08032264e-01
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    1.81355253e-01  -4.14836542e-03]
 [ -3.17327697e-02  -2.19861583e-01   1.87072487e-01  -2.90640074e-01
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   -5.24542545e-03   1.89031392e-01]]
[[ 0.62902959]
 [ 1.71954223]
 [ 0.24224697]
 [ 0.88576009]
 [-2.76391708]
 [-0.27120232]
 [-1.73752254]
 [ 0.07648615]
 [ 0.69434832]
 [ 0.88494661]]
Progress: 43.4% ... Training loss: 0.267 ... Validation loss: 0.442[[  1.64625419e-01   2.51444575e-01  -1.03841405e-01   1.09909369e-01
   -5.10853633e-01  -7.12854796e-02  -8.44901032e-02   1.20884827e-01
   -5.29131870e-02   2.01042355e-01]
 [  1.47248852e-02   1.47537469e-01  -1.89001771e-02   4.78743812e-02
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    1.43298886e-01  -2.66778370e-02]
 [  1.95348160e-01   7.77355551e-01   1.11142185e-02  -5.21543473e-02
    6.97113576e-01  -2.09240466e-02  -9.06970133e-01  -4.13378272e-02
    5.22895736e-02   2.84215547e-01]
 [  4.65909956e-02  -3.94188120e-01  -1.96451029e-01   1.80708559e-01
   -2.37854638e-05   1.29420519e-01   2.20105266e-01   6.39309544e-02
    1.24545860e-01   2.85855997e-01]
 [ -2.72051790e-02   7.48248680e-02  -1.50535477e-01   3.65013959e-02
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   -1.97998131e-01  -5.04468959e-02]
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   -2.56738924e-02  -2.51218476e-02]
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   -1.94007321e-03  -1.12277489e-01]
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   -1.73507073e-01  -2.18223746e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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   -2.70565538e-01  -8.50126128e-02]
 [  9.69521503e-02  -2.05008505e-01  -2.42751670e-02   1.11543971e-01
   -5.06835029e-02  -8.69651334e-02   2.56093923e-01   2.18804418e-03
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 [  4.39819189e-02  -1.01122447e-01  -2.08001342e-01   1.60926961e-01
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   -8.03081069e-02   6.05459157e-03]
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 [  6.43169146e-02  -7.94284866e-03   9.00021192e-02   9.57747208e-02
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   -2.06120605e-02  -5.15503322e-02]
 [  6.70054265e-03  -1.51640654e-01  -2.93365322e-01  -5.62534090e-02
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    1.81682861e-01  -3.73755302e-03]
 [ -3.15157802e-02  -2.19463278e-01   1.87139703e-01  -2.90342665e-01
   -1.38427302e-01   1.28161324e-01   1.12575409e-01  -1.21585769e-01
   -5.02505318e-03   1.89416972e-01]]
[[ 0.6306846 ]
 [ 1.72103983]
 [ 0.2459965 ]
 [ 0.8911405 ]
 [-2.76586489]
 [-0.26935456]
 [-1.73279047]
 [ 0.07875912]
 [ 0.69812904]
 [ 0.88866264]]
Progress: 43.4% ... Training loss: 0.267 ... Validation loss: 0.441[[  1.67501011e-01   2.60215659e-01  -1.02664539e-01   1.14139166e-01
   -5.23268791e-01  -7.25621907e-02  -9.25680845e-02   1.21238755e-01
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 [  1.98856964e-01   7.86610662e-01   1.24260479e-02  -4.75521914e-02
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   -2.59870541e-02  -2.55682881e-02]
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   -1.72750967e-01  -2.17363437e-01]
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   -2.16430751e-02  -5.28733228e-02]
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   -1.74867855e-02  -8.77988127e-02]
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   -7.42682492e-02   1.77923159e-01   7.44272308e-02   1.18652990e-01
   -1.69708792e-02   1.77697453e-01]
 [  2.27468228e-01   9.46461895e-02   3.07390543e-02   8.76258297e-02
   -4.69738040e-04  -2.62011022e-02  -1.96488411e-01   1.48912184e-01
   -4.89406018e-02  -1.29024970e-02]
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   -1.64861411e-01  -2.21870233e-01]
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   -1.06684384e-01  -5.29297217e-02]
 [ -3.39552960e-01   1.90672979e-02   1.80350197e-02  -1.41762430e-02
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   -7.51584247e-02   8.58685384e-02]
 [  1.46915546e-01  -3.85017054e-03  -2.32650873e-01  -7.62197504e-02
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 [  2.13881886e-01  -2.02417274e-01   6.54797203e-02  -1.94767723e-02
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 [ -1.05174724e-01  -8.39615056e-02   1.21500501e-01   1.09140234e-01
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    1.82167583e-01  -3.12361238e-03]
 [ -3.12054062e-02  -2.18513668e-01   1.87212512e-01  -2.90138832e-01
   -1.40477226e-01   1.28094864e-01   1.11593168e-01  -1.21573921e-01
   -4.80679736e-03   1.89771539e-01]]
[[ 0.65128709]
 [ 1.74078418]
 [ 0.26495648]
 [ 0.90978267]
 [-2.74751733]
 [-0.25017964]
 [-1.71778444]
 [ 0.0972977 ]
 [ 0.71990583]
 [ 0.91005062]]
Progress: 43.5% ... Training loss: 0.288 ... Validation loss: 0.449[[  1.60963945e-01   2.44715261e-01  -1.05388681e-01   1.04569149e-01
   -4.95884919e-01  -6.99391510e-02  -7.67448059e-02   1.20235788e-01
   -5.72530836e-02   1.95720708e-01]
 [  1.45737462e-02   1.47172193e-01  -1.89514991e-02   4.76808208e-02
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    1.43141541e-01  -2.68775798e-02]
 [  1.94081446e-01   7.73551549e-01   1.04919787e-02  -5.43716174e-02
    7.07247971e-01  -2.06389395e-02  -9.03560356e-01  -4.16084323e-02
    5.05536360e-02   2.82199489e-01]
 [  4.77951834e-02  -3.93693239e-01  -1.96078055e-01   1.82194051e-01
   -2.25149043e-03   1.29176316e-01   2.18899791e-01   6.40662830e-02
    1.25579325e-01   2.87472023e-01]
 [ -2.82548253e-02   7.33200287e-02  -1.50757983e-01   3.51918106e-02
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   -1.98895984e-01  -5.18972093e-02]
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   -1.34130702e-01   4.08898548e-02   3.60045651e-01  -3.91583607e-02
   -2.73563082e-02  -2.73103662e-02]
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   -3.44010485e-03  -1.13979079e-01]
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   -1.74051129e-01  -2.18924688e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.80554234e-01  -3.42922780e-01   9.60885985e-02   2.18506798e-01
   -1.34820591e-01  -6.54086228e-02   9.59965822e-02  -2.60640053e-01
   -2.70803616e-01  -8.53175295e-02]
 [  9.69056678e-02  -2.05815183e-01  -2.43478480e-02   1.11391037e-01
   -5.01902009e-02  -8.69178434e-02   2.56663926e-01   2.18216583e-03
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 [  4.30662780e-02  -1.02578860e-01  -2.08318558e-01   1.59785371e-01
   -9.10409748e-02   7.94260218e-02  -4.20840560e-02  -1.92773336e-02
   -8.12933735e-02   4.79717628e-03]
 [ -1.16224138e-01  -7.90517734e-02  -2.00131098e-01   1.63893273e-01
   -7.72363489e-03   1.31763143e-01   5.96274423e-03  -2.50051200e-01
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 [ -6.29380063e-02  -4.01616711e-02   2.77829983e-01   1.08121200e-01
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 [  6.03344016e-02  -1.78312829e-02   8.83308564e-02   8.98416428e-02
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   -2.52882018e-02  -5.71226798e-02]
 [  7.06163872e-03  -1.50921067e-01  -2.93216544e-01  -5.57225246e-02
    1.25638479e-01  -9.16503048e-02   1.41857248e-01   1.62524804e-01
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 [  5.08796334e-02  -3.09805539e-02  -1.15158411e-01   4.94948904e-02
   -1.25481177e-01   3.19804112e-01   2.66637874e-01   2.04700809e-01
   -1.56061809e-01  -5.57622834e-02]
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   -1.08328868e-01  -3.31158729e-01   1.17556690e-01   8.72537095e-03
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   -1.05796278e-02  -2.03975210e-01  -5.77885795e-02  -2.02915460e-02
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   -1.41763948e-02   3.57754415e-02]
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   -1.81591294e-01  -3.79285940e-01]
 [ -1.88965843e-02  -4.39585440e-01  -3.14283435e-02  -7.51217862e-02
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 [  1.02059258e-02  -4.93213054e-01  -4.39014405e-02  -1.07409913e-01
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   -3.64646793e-01  -2.20650529e-01]
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   -7.10340554e-02   8.18726799e-02]
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   -9.33526590e-02  -1.41796955e-01]
 [ -2.11449168e-01  -3.42199225e-01   2.49905087e-01  -2.47697306e-01
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   -2.61075169e-01  -3.16046067e-02]
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   -1.59073270e-02  -1.27124869e-01]
 [  1.01935336e-01   2.44544086e-01   1.59831347e-01  -1.04811189e-01
   -6.71423126e-02   5.41250524e-02  -1.44542424e-01   2.81584110e-01
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 [  3.56285331e-01   3.50599647e-01  -7.97708685e-02   3.18288890e-01
   -9.03797423e-01  -2.89346004e-01  -4.96478088e-01   1.77839361e-01
    3.92976955e-01  -1.75812695e-02]
 [  4.66504132e-02   1.26339806e-01   2.53161313e-01   2.47040027e-01
   -5.51765209e-02  -1.96075285e-01  -1.74987418e-01  -1.33150867e-01
   -1.40022971e-01  -2.90834363e-01]
 [  1.52758875e-02  -8.97886059e-02  -1.22430261e-01  -6.67861958e-02
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 [ -5.06602712e-03  -6.60634610e-02  -6.98023898e-02  -6.14312739e-02
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 [  3.22745189e-02   9.20562753e-02   2.44910466e-01   7.78423347e-02
   -2.42508166e-01  -1.37544758e-01   9.06341934e-02   3.96844080e-02
   -1.82978065e-01   1.09746990e-01]
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   -2.40580128e-01   6.79436391e-02   4.96871842e-02  -2.71162423e-01
   -1.81694679e-02  -8.87197630e-02]
 [ -6.17949884e-03   1.15101527e-01   8.59724391e-02  -2.58816798e-02
   -7.01291283e-02   1.78314936e-01   7.67566841e-02   1.18511188e-01
   -1.81221784e-02   1.76350842e-01]
 [  2.26161741e-01   9.17489091e-02   3.02104765e-02   8.57429138e-02
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   -5.04356837e-02  -1.47328152e-02]
 [  4.84713692e-02   2.68517650e-02   1.90345107e-02   4.84302610e-02
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    1.23981700e-01   1.98642707e-01]
 [  6.08433884e-02   5.18396103e-01   1.28750707e-01   4.39548039e-01
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   -1.01371713e+00  -8.50516242e-02  -4.45241841e-01   1.51732796e-01
    2.18065437e-01   4.85700302e-01]
 [  2.53945704e-01   3.26932673e-01   2.47526912e-01   1.53233735e-01
   -4.85861120e-01   7.91503141e-02  -2.31775363e-01   1.62733912e-01
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 [ -7.76613824e-02   2.22302682e-01   2.39689591e-01   1.10428222e-02
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   -3.68231500e-02   4.48983941e-02]
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   -2.75763555e-01  -9.45867044e-02]
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   -2.07195368e-01   3.22184104e-02]
 [  1.05530218e-02  -4.08110317e-01  -1.27574377e-01  -1.60486169e-01
    3.68272557e-01   2.51172459e-02   1.93177109e-01   1.52444398e-01
   -1.64667445e-01  -2.21612081e-01]
 [  1.10622470e-01  -2.32037692e-01  -1.56932652e-01  -2.20898589e-02
   -5.08588352e-02  -4.64857677e-02   9.94182942e-02  -1.54677755e-01
    1.15595515e-01  -1.58431893e-01]
 [ -1.13915226e-01   4.45604601e-02   2.65916718e-01  -1.35766106e-04
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   -1.07646332e-01  -5.42195862e-02]
 [ -3.41015436e-01   1.61359743e-02   1.74194953e-02  -1.63395750e-02
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   -7.68908937e-02   8.37205431e-02]
 [  1.46381287e-01  -5.52070177e-03  -2.32883924e-01  -7.69953139e-02
    1.13689171e-01  -2.99943275e-01   8.52687586e-02  -1.66955395e-01
    4.48299080e-03  -1.83707119e-01]
 [  2.10810562e-01  -2.09954955e-01   6.41694403e-02  -2.40399672e-02
    1.05290315e-01  -3.69685289e-02   6.09513658e-02  -1.37048992e-01
    1.11917270e-01  -1.78961001e-01]
 [ -1.06531627e-01  -8.72031680e-02   1.20951708e-01   1.07241423e-01
    3.54988229e-02  -1.14073934e-01   2.62490199e-01  -7.84529191e-02
    1.80668796e-01  -4.95077050e-03]
 [ -3.17085414e-02  -2.19586995e-01   1.86995266e-01  -2.90941237e-01
   -1.39324756e-01   1.28307441e-01   1.12651289e-01  -1.21660180e-01
   -5.37200593e-03   1.89162656e-01]]
[[ 0.62027964]
 [ 1.71428776]
 [ 0.23629079]
 [ 0.88101628]
 [-2.77830896]
 [-0.27566433]
 [-1.74690008]
 [ 0.07032965]
 [ 0.68998413]
 [ 0.8804635 ]]
Progress: 43.5% ... Training loss: 0.270 ... Validation loss: 0.451[[  1.63692184e-01   2.51664342e-01  -1.04361489e-01   1.08383651e-01
   -5.05867326e-01  -7.11275285e-02  -8.34995605e-02   1.20544172e-01
   -5.41476892e-02   1.99545709e-01]
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 [  1.93607407e-01   7.74650650e-01   1.02860071e-02  -5.54358215e-02
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    4.98883532e-02   2.81146948e-01]
 [  5.17337465e-02  -3.87516377e-01  -1.94677098e-01   1.87664150e-01
   -1.43165056e-02   1.27427340e-01   2.11318221e-01   6.45281645e-02
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   -2.62018691e-02  -2.59260163e-02]
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   -1.72629618e-01  -2.17132985e-01]
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 [  9.74543251e-02  -2.04917019e-01  -2.41350396e-02   1.12139402e-01
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 [  4.35243408e-02  -1.02293208e-01  -2.08186379e-01   1.60408064e-01
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 [  6.05246645e-02  -1.72675968e-02   8.84311864e-02   9.01331776e-02
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   -2.50784674e-02  -5.68989305e-02]
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   -1.81728823e-02  -8.87465077e-02]
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   -1.77833749e-02   1.76753361e-01]
 [  2.25973202e-01   9.12122582e-02   3.01392588e-02   8.54724927e-02
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   -5.06508638e-02  -1.50117129e-02]
 [  4.83192533e-02   2.66442764e-02   1.89763111e-02   4.82091524e-02
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 [  6.11416760e-02   5.19261392e-01   1.28861498e-01   4.39892228e-01
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 [  2.54174162e-01   3.27444231e-01   2.47624769e-01   1.53589991e-01
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 [ -7.72057394e-02   2.23514656e-01   2.39867501e-01   1.17190801e-02
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   -2.07174522e-01   3.22584185e-02]
 [  1.08222343e-02  -4.07733359e-01  -1.27469025e-01  -1.60108156e-01
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   -1.64374135e-01  -2.21244630e-01]
 [  1.11167694e-01  -2.31663199e-01  -1.56780773e-01  -2.14671484e-02
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 [ -1.13272665e-01   4.56146920e-02   2.66198830e-01   9.40757434e-04
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   -1.06838170e-01  -5.33075886e-02]
 [ -3.40629294e-01   1.68876621e-02   1.75577559e-02  -1.58409723e-02
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   -7.64765201e-02   8.42736879e-02]
 [  1.47398536e-01  -3.69146172e-03  -2.32496927e-01  -7.54997190e-02
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    1.81575068e-01  -3.70728835e-03]
 [ -3.06137878e-02  -2.16770931e-01   1.87409444e-01  -2.89353226e-01
   -1.43760293e-01   1.27810069e-01   1.09605287e-01  -1.21541743e-01
   -4.14313695e-03   1.90681103e-01]]
[[ 0.63347158]
 [ 1.72317687]
 [ 0.24885642]
 [ 0.89814533]
 [-2.76546331]
 [-0.26126998]
 [-1.72663042]
 [ 0.08297914]
 [ 0.70522597]
 [ 0.8959639 ]]
Progress: 43.5% ... Training loss: 0.268 ... Validation loss: 0.445[[  1.62890328e-01   2.49624009e-01  -1.04641274e-01   1.07290297e-01
   -5.03094963e-01  -7.07944860e-02  -8.04618051e-02   1.20450549e-01
   -5.49487956e-02   1.98519189e-01]
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    1.43600476e-01  -2.63062005e-02]
 [  1.97034405e-01   7.80684548e-01   1.17214062e-02  -5.03853207e-02
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 [  5.30034480e-02  -3.82377367e-01  -1.94198887e-01   1.89690542e-01
   -1.72025944e-02   1.26983781e-01   2.06042404e-01   6.46547938e-02
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 [ -2.77461216e-02   7.55267017e-02  -1.50552811e-01   3.62779886e-02
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   -2.86232582e-02  -2.88933103e-02]
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   -1.72981077e-01  -2.17548363e-01]
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 [  4.25007410e-02  -1.04997230e-01  -2.08611328e-01   1.58915358e-01
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   -8.19717241e-02   4.01193591e-03]
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 [  6.05632311e-02  -1.69764875e-02   8.84692338e-02   9.02196451e-02
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 [ -1.05933368e-01  -8.62677232e-02   1.21139494e-01   1.07954582e-01
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    1.81194714e-01  -4.18127292e-03]
 [ -3.02963331e-02  -2.15810468e-01   1.87559342e-01  -2.88859624e-01
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   -3.69210646e-03   1.91079148e-01]]
[[ 0.63561711]
 [ 1.72829331]
 [ 0.24721738]
 [ 0.89481103]
 [-2.76583615]
 [-0.26184931]
 [-1.73557248]
 [ 0.08361367]
 [ 0.70595445]
 [ 0.8966687 ]]
Progress: 43.6% ... Training loss: 0.267 ... Validation loss: 0.443[[  1.64197499e-01   2.52781489e-01  -1.04002214e-01   1.09553372e-01
   -5.11457872e-01  -7.13486756e-02  -8.32207735e-02   1.20650615e-01
   -5.32878562e-02   2.00736870e-01]
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 [  2.00810455e-01   7.88537092e-01   1.34510043e-02  -4.45533889e-02
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    5.87590550e-02   2.91901281e-01]
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   -1.43934848e-02   1.27013718e-01   2.06839424e-01   6.46164978e-02
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   -3.03754034e-02  -3.11234351e-02]
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   -1.73100904e-01  -2.17695950e-01]
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 [  4.64813816e-02   1.25721828e-01   2.53129705e-01   2.46769657e-01
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   -1.74492417e-02  -8.78137332e-02]
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   -7.29969973e-02   1.77968054e-01   7.51241227e-02   1.18608982e-01
   -1.71744482e-02   1.77374326e-01]
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   -4.98818737e-02  -1.41423133e-02]
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 [ -3.40042409e-01   1.80398936e-02   1.77342640e-02  -1.51440106e-02
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 [ -1.05849326e-01  -8.61917857e-02   1.21172169e-01   1.08013681e-01
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    1.81296342e-01  -4.08965789e-03]
 [ -3.01990350e-02  -2.14808317e-01   1.87617842e-01  -2.88756387e-01
   -1.49178546e-01   1.27644945e-01   1.08545215e-01  -1.21492238e-01
   -3.61373301e-03   1.91166605e-01]]
[[ 0.63534447]
 [ 1.73169625]
 [ 0.24395461]
 [ 0.88946191]
 [-2.76511522]
 [-0.26511662]
 [-1.7457994 ]
 [ 0.08089108]
 [ 0.70270543]
 [ 0.89497641]]
Progress: 43.6% ... Training loss: 0.268 ... Validation loss: 0.441[[  1.62875884e-01   2.50106295e-01  -1.04473792e-01   1.07673903e-01
   -5.06353757e-01  -7.08536673e-02  -7.97130075e-02   1.20491376e-01
   -5.47944059e-02   1.98835292e-01]
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 [  1.99421408e-01   7.85287438e-01   1.28329972e-02  -4.70727943e-02
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    5.66662930e-02   2.89322054e-01]
 [  5.46417088e-02  -3.79701503e-01  -1.93563913e-01   1.92392812e-01
   -1.97677012e-02   1.26231185e-01   2.04495316e-01   6.48745061e-02
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   -1.99609375e-01  -5.33934660e-02]
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   -3.14792556e-02  -3.26176044e-02]
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   -3.95551892e-03  -1.14906332e-01]
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   -1.72865081e-01  -2.17535490e-01]
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   -2.73923637e-01  -8.93065361e-02]
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   -8.22902322e-02   3.52222328e-03]
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 [  5.91529355e-02  -2.09926553e-02   8.78904338e-02   8.81098822e-02
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   -2.66461343e-02  -5.88894715e-02]
 [  7.77168613e-03  -1.49911852e-01  -2.92926392e-01  -5.46291451e-02
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 [  5.17974129e-02  -2.95296424e-02  -1.14814895e-01   5.07395723e-02
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   -1.81342373e-01  -3.79022946e-01]
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 [  1.00579293e-02  -4.94545002e-01  -4.39729769e-02  -1.07645692e-01
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   -3.64825747e-01  -2.20816891e-01]
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   -9.31237449e-02  -1.41536987e-01]
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   -2.61502097e-01  -3.20865671e-02]
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   -1.66740575e-02  -1.28005844e-01]
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 [  3.54947006e-01   3.48534074e-01  -8.02657672e-02   3.16401447e-01
   -9.01603638e-01  -2.88766101e-01  -4.94055819e-01   1.77684407e-01
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 [  4.64674150e-02   1.25782822e-01   2.53122895e-01   2.46747802e-01
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   -1.40225310e-01  -2.91076666e-01]
 [  1.54381462e-02  -8.95104383e-02  -1.22366580e-01  -6.65407105e-02
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 [  3.16675055e-02   9.12619551e-02   2.44675008e-01   7.69597472e-02
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   -1.83668962e-01   1.08839468e-01]
 [  7.32733943e-02   4.58358671e-02   1.07416567e-01   7.22551813e-03
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   -1.76778488e-02  -8.80991150e-02]
 [ -5.95464096e-03   1.15339865e-01   8.60186576e-02  -2.57093828e-02
   -7.08451696e-02   1.78209005e-01   7.64942938e-02   1.18531470e-01
   -1.78460428e-02   1.76524729e-01]
 [  2.26638919e-01   9.35886875e-02   3.04119563e-02   8.63568647e-02
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   -4.98971825e-02  -1.42075242e-02]
 [  4.74543695e-02   2.50700488e-02   1.86339585e-02   4.69903249e-02
   -4.40706980e-01  -1.24937019e-01  -2.28489010e-01   4.13799915e-02
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 [  6.10668562e-02   5.17808897e-01   1.28842430e-01   4.40004411e-01
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 [  2.53197024e-01   3.25575542e-01   2.47279703e-01   1.52292448e-01
   -4.85158709e-01   7.94416320e-02  -2.30111787e-01   1.62639262e-01
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 [ -7.66744991e-02   2.24897472e-01   2.40059257e-01   1.24458620e-02
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   -3.57545179e-02   4.62090318e-02]
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   -2.76280329e-01  -9.51847199e-02]
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   -2.07381554e-01   3.19683878e-02]
 [  1.00641045e-02  -4.09355398e-01  -1.27764469e-01  -1.61224638e-01
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   -1.65187340e-01  -2.22287292e-01]
 [  1.08713568e-01  -2.37356900e-01  -1.57645583e-01  -2.46358364e-02
   -4.58710782e-02  -4.56936278e-02   1.05494157e-01  -1.54939734e-01
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 [ -1.16154777e-01   3.78413818e-02   2.65031771e-01  -3.09608539e-03
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   -1.10077233e-01  -5.72051278e-02]
 [ -3.40764307e-01   1.58933471e-02   1.74634247e-02  -1.61634676e-02
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   -7.67101945e-02   8.38178045e-02]
 [  1.47560690e-01  -5.19360790e-03  -2.32433049e-01  -7.50679978e-02
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    5.92186428e-03  -1.81743798e-01]
 [  2.10435652e-01  -2.11217768e-01   6.40691178e-02  -2.46264279e-02
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    1.11491537e-01  -1.79496783e-01]
 [ -1.06267511e-01  -8.71294505e-02   1.20998835e-01   1.07380601e-01
    3.60779404e-02  -1.14146164e-01   2.62332959e-01  -7.84507369e-02
    1.80789090e-01  -4.69129423e-03]
 [ -3.18689145e-02  -2.16951236e-01   1.87002442e-01  -2.91064938e-01
   -1.47108817e-01   1.28320381e-01   1.11543078e-01  -1.21701576e-01
   -5.36065410e-03   1.88803613e-01]]
[[ 0.61684357]
 [ 1.71417777]
 [ 0.22504542]
 [ 0.87061928]
 [-2.77916945]
 [-0.28062093]
 [-1.76405991]
 [ 0.06449296]
 [ 0.68293638]
 [ 0.87619837]]
Progress: 43.7% ... Training loss: 0.275 ... Validation loss: 0.464[[  1.65313098e-01   2.56381701e-01  -1.03504269e-01   1.11433030e-01
   -5.16950776e-01  -7.21007262e-02  -8.54224662e-02   1.20763187e-01
   -5.18235570e-02   2.02504045e-01]
 [  1.45563998e-02   1.46789693e-01  -1.89873060e-02   4.77601173e-02
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    1.43129760e-01  -2.68519529e-02]
 [  1.98529713e-01   7.86460906e-01   1.25840407e-02  -4.81447973e-02
    7.02420485e-01  -2.22968768e-02  -9.17642073e-01  -4.09979621e-02
    5.57353164e-02   2.88393924e-01]
 [  5.55008601e-02  -3.81588850e-01  -1.93275830e-01   1.93625354e-01
   -2.25187894e-02   1.25838887e-01   2.05450104e-01   6.49667319e-02
    1.33937993e-01   2.98552857e-01]
 [ -3.15022914e-02   6.43527635e-02  -1.51994901e-01   3.10875204e-02
   -3.86329507e-02  -1.77775965e-01   9.05096949e-02  -1.18423919e-01
   -2.02000791e-01  -5.66207938e-02]
 [ -3.95359071e-01  -6.66145520e-01  -3.01478671e-01   1.51751246e-01
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   -2.98943634e-02  -3.06961812e-02]
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 [  3.13974329e-02  -4.30807856e-01   7.72734992e-02  -8.23430544e-03
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   -3.38570037e-03  -1.13939978e-01]
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   -1.70531311e-01  -2.14664948e-01]
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 [ -2.83335640e-01  -3.48531256e-01   9.49243106e-02   2.14637677e-01
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   -2.74053064e-01  -8.95051060e-02]
 [  9.68435599e-02  -2.07601452e-01  -2.44028557e-02   1.11400528e-01
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 [  4.29768635e-02  -1.03924469e-01  -2.08474872e-01   1.59587230e-01
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   -8.13784962e-02   4.69935312e-03]
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 [ -6.26040284e-02  -3.99736231e-02   2.78002874e-01   1.08555818e-01
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 [  5.99838984e-02  -1.89370516e-02   8.81954020e-02   8.93194200e-02
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   -2.56674314e-02  -5.76340489e-02]
 [  8.29958452e-03  -1.48607377e-01  -2.92754782e-01  -5.39386417e-02
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 [  5.18655438e-02  -2.93707305e-02  -1.14745108e-01   5.10042321e-02
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   -1.80780603e-01  -3.78337132e-01]
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 [  1.03886763e-02  -4.94258585e-01  -4.38782470e-02  -1.07191211e-01
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   -3.64473275e-01  -2.20388084e-01]
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   -9.29139586e-02  -1.41295326e-01]
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 [  3.55669467e-01   3.50606374e-01  -7.99582941e-02   3.17515991e-01
   -9.04170793e-01  -2.89095152e-01  -4.95840690e-01   1.77766001e-01
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 [  4.67312912e-02   1.25996572e-01   2.53210045e-01   2.47025843e-01
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   -1.39972807e-01  -2.90722616e-01]
 [  1.58564455e-02  -8.83799514e-02  -1.22211299e-01  -6.59384625e-02
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 [  3.11713277e-02   9.01821231e-02   2.44500107e-01   7.62460747e-02
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   -2.42830330e-01   6.76581286e-02   4.81120596e-02  -2.71098420e-01
   -1.74536516e-02  -8.78345274e-02]
 [ -5.52180113e-03   1.16772455e-01   8.61901185e-02  -2.50899701e-02
   -7.27009528e-02   1.77987594e-01   7.50874281e-02   1.18577259e-01
   -1.73809278e-02   1.77238104e-01]
 [  2.26758142e-01   9.37127515e-02   3.04694281e-02   8.65826021e-02
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   -4.97223907e-02  -1.39946629e-02]
 [  4.74537956e-02   2.50259010e-02   1.86307405e-02   4.69799367e-02
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 [  6.11058781e-02   5.17872620e-01   1.28850399e-01   4.39986137e-01
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 [  2.53587580e-01   3.26962619e-01   2.47438024e-01   1.52934963e-01
   -4.87886636e-01   7.92589000e-02  -2.31407734e-01   1.62680209e-01
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 [ -7.67883278e-02   2.24653000e-01   2.40022918e-01   1.22821424e-02
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   -3.58887856e-02   4.60503563e-02]
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   -2.76440387e-01  -9.53749898e-02]
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   -2.07155711e-01   3.23012298e-02]
 [  1.01218469e-02  -4.09296754e-01  -1.27738797e-01  -1.61133452e-01
    3.70027038e-01   2.52855996e-02   1.94042915e-01   1.52382981e-01
   -1.65127663e-01  -2.22197814e-01]
 [  1.08014430e-01  -2.39820754e-01  -1.57934630e-01  -2.56731276e-02
   -4.35853285e-02  -4.53542456e-02   1.07802263e-01  -1.55016852e-01
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 [ -1.15582127e-01   3.91312685e-02   2.65255299e-01  -2.26237796e-03
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   -1.09439982e-01  -5.64167663e-02]
 [ -3.39752242e-01   1.78496153e-02   1.78511361e-02  -1.46293565e-02
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   -7.55029290e-02   8.53405935e-02]
 [  1.48572786e-01  -2.75166095e-03  -2.32048873e-01  -7.34315832e-02
    1.03895568e-01  -3.01021367e-01   8.21720120e-02  -1.66649716e-01
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 [  2.11659622e-01  -2.09121576e-01   6.45583833e-02  -2.26848166e-02
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    1.12899638e-01  -1.77758640e-01]
 [ -1.06053605e-01  -8.68791616e-02   1.21086000e-01   1.07582477e-01
    3.56298745e-02  -1.14263297e-01   2.61966226e-01  -7.84238428e-02
    1.81001234e-01  -4.35729660e-03]
 [ -3.06096841e-02  -2.13536620e-01   1.87452807e-01  -2.89324019e-01
   -1.52118353e-01   1.27709342e-01   1.08116540e-01  -1.21575932e-01
   -3.94539734e-03   1.90698741e-01]]
[[ 0.63281529]
 [ 1.725274  ]
 [ 0.24020965]
 [ 0.88834856]
 [-2.76468067]
 [-0.26475924]
 [-1.74344615]
 [ 0.08112569]
 [ 0.70089473]
 [ 0.89251145]]
Progress: 43.8% ... Training loss: 0.267 ... Validation loss: 0.447[[  1.66841255e-01   2.60396949e-01  -1.02879473e-01   1.13575741e-01
   -5.20278063e-01  -7.27288117e-02  -8.93654631e-02   1.20949004e-01
   -5.03653746e-02   2.04577576e-01]
 [  1.46145210e-02   1.46892047e-01  -1.89640002e-02   4.78467886e-02
    7.32911664e-02  -7.42333468e-03   3.15875224e-01   4.12277526e-02
    1.43197568e-01  -2.67687299e-02]
 [  1.97007438e-01   7.83050173e-01   1.18821308e-02  -5.07102895e-02
    7.08132380e-01  -2.15841875e-02  -9.15051056e-01  -4.12477646e-02
    5.35654995e-02   2.85934826e-01]
 [  5.64196082e-02  -3.77418818e-01  -1.92812160e-01   1.95267610e-01
   -2.89616647e-02   1.25422467e-01   2.02365295e-01   6.51099151e-02
    1.35028514e-01   2.99716917e-01]
 [ -2.92556334e-02   6.79848998e-02  -1.51187929e-01   3.42901194e-02
   -4.55391978e-02  -1.78778517e-01   8.73269503e-02  -1.18119394e-01
   -1.99364192e-01  -5.30147441e-02]
 [ -3.95109320e-01  -6.65588097e-01  -3.01344131e-01   1.52162914e-01
   -1.38286625e-01   4.15091404e-02   3.68699946e-01  -3.94517674e-02
   -2.95893110e-02  -3.02788742e-02]
 [ -1.86142282e-03  -2.34441663e-01   1.07506545e-02   9.47769288e-02
   -2.51035063e-02  -7.31238498e-02   1.73920888e-01  -1.90976027e-01
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 [  1.11641603e-01  -2.62068147e-01   3.30320584e-02  -7.03022030e-02
   -7.13163674e-03  -4.93267446e-02   7.41034674e-02   1.18230673e-01
    8.17728476e-02  -1.90758341e-02]
 [ -1.84570822e-01  -1.88963368e-01  -3.05809637e-01  -3.21954817e-02
   -9.53490560e-03   7.20128579e-02  -9.04649764e-02  -3.06038880e-02
    2.57695745e-01  -1.44830548e-01]
 [  3.19590601e-02  -4.28478807e-01   7.75048075e-02  -7.37335955e-03
   -1.93025215e-01  -1.10429199e-01   2.22788422e-01  -1.09464451e-01
   -3.45734619e-04   7.01575434e-02]
 [ -8.17130024e-02  -1.04563807e-01   3.36905850e-03  -1.34297084e-01
   -7.41348573e-02   1.28177729e-02   2.16186379e-01  -1.02674703e-01
   -4.30317363e-03  -1.15190189e-01]
 [ -1.25006031e-01  -2.20019327e-01  -7.09054195e-02   4.93097279e-03
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   -1.69653136e-01  -2.13371868e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.82696111e-01  -3.47751162e-01   9.52170027e-02   2.15690373e-01
   -1.34279237e-01  -6.45714733e-02   1.01561222e-01  -2.60915970e-01
   -2.73313387e-01  -8.85691381e-02]
 [  9.69219065e-02  -2.07271621e-01  -2.43620486e-02   1.11553445e-01
   -5.24137287e-02  -8.70505600e-02   2.58631250e-01   2.16849542e-03
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 [  4.28963194e-02  -1.04057394e-01  -2.08527678e-01   1.59346466e-01
   -9.14582974e-02   7.94240961e-02  -3.99964308e-02  -1.93247287e-02
   -8.15053539e-02   4.69020436e-03]
 [ -1.13838648e-01  -7.23662404e-02  -1.99197312e-01   1.67277486e-01
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 [ -6.21736250e-02  -3.90498637e-02   2.78176439e-01   1.09132560e-01
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    8.19254633e-02   4.62406981e-02]
 [  6.02409498e-02  -1.85406096e-02   8.82837313e-02   8.96747171e-02
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 [ -1.06166387e-01  -8.66718912e-02   1.21059544e-01   1.07470465e-01
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 [ -3.03191234e-02  -2.12356990e-01   1.87575903e-01  -2.88861090e-01
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[[ 0.63297552]
 [ 1.72519575]
 [ 0.24162757]
 [ 0.89208757]
 [-2.76692212]
 [-0.26403154]
 [-1.73998872]
 [ 0.08428235]
 [ 0.70122523]
 [ 0.89472526]]
Progress: 43.8% ... Training loss: 0.267 ... Validation loss: 0.447[[  1.64494605e-01   2.55568081e-01  -1.03737596e-01   1.10252766e-01
   -5.10527041e-01  -7.17059689e-02  -8.37557468e-02   1.20649708e-01
   -5.29783701e-02   2.01764382e-01]
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 [  1.99039509e-01   7.86659648e-01   1.27880524e-02  -4.76510407e-02
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 [  5.88736389e-02  -3.72744243e-01  -1.91915726e-01   1.98933998e-01
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 [ -2.89099933e-02   6.86296001e-02  -1.51121040e-01   3.47997863e-02
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   -1.70381436e-01  -2.14219160e-01]
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 [  9.99983824e-03  -4.95539029e-01  -4.40352154e-02  -1.07766530e-01
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   -2.42018024e-01   6.77464227e-02   4.85995298e-02  -2.71120955e-01
   -1.76916791e-02  -8.81382523e-02]
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   -1.83019419e-02   1.76067173e-01]
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   -4.93712536e-02  -1.35705007e-02]
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    1.81039486e-01  -4.10582008e-03]
 [ -3.25412541e-02  -2.17581015e-01   1.86729818e-01  -2.92172309e-01
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[[ 0.62415717]
 [ 1.7193505 ]
 [ 0.22823709]
 [ 0.88036156]
 [-2.7733116 ]
 [-0.2755143 ]
 [-1.75700875]
 [ 0.07419199]
 [ 0.69170644]
 [ 0.88330535]]
Progress: 43.9% ... Training loss: 0.269 ... Validation loss: 0.456[[  1.64467899e-01   2.54964857e-01  -1.03729264e-01   1.10355982e-01
   -5.11605465e-01  -7.17150142e-02  -8.32092291e-02   1.20669653e-01
   -5.29546361e-02   2.01921195e-01]
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    5.55381606e-02   2.89078467e-01]
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   -1.70203628e-01  -2.14026566e-01]
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[[ 0.62761703]
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 [ 0.69601031]
 [ 0.88706001]]
Progress: 43.9% ... Training loss: 0.267 ... Validation loss: 0.450[[  1.64011102e-01   2.55336820e-01  -1.03860901e-01   1.09841465e-01
   -5.11672516e-01  -7.15623560e-02  -8.31331577e-02   1.20628555e-01
   -5.34681746e-02   2.01175369e-01]
 [  1.41201477e-02   1.46346749e-01  -1.91409750e-02   4.72306852e-02
    7.40219893e-02  -7.20282103e-03   3.16234716e-01   4.11676021e-02
    1.42756138e-01  -2.74618072e-02]
 [  2.00766315e-01   7.90340171e-01   1.33882555e-02  -4.56597073e-02
    7.02523050e-01  -2.30584931e-02  -9.22815239e-01  -4.07654772e-02
    5.73780101e-02   2.91204531e-01]
 [  5.71077886e-02  -3.78234009e-01  -1.92593098e-01   1.96863595e-01
   -2.79980956e-02   1.25137956e-01   2.02432337e-01   6.52310755e-02
    1.35867797e-01   3.01722414e-01]
 [ -2.99304600e-02   6.51099695e-02  -1.51533081e-01   3.37153026e-02
   -4.07488828e-02  -1.78490846e-01   8.95690993e-02  -1.18172914e-01
   -2.00028092e-01  -5.37919350e-02]
 [ -3.96331328e-01  -6.67651542e-01  -3.01814827e-01   1.50608853e-01
   -1.39053245e-01   4.19491239e-02   3.70341209e-01  -3.96190488e-02
   -3.09305201e-02  -3.21019299e-02]
 [ -3.53302289e-03  -2.40190657e-01   1.01544803e-02   9.25478464e-02
   -2.00892071e-02  -7.24311744e-02   1.78901066e-01  -1.91173868e-01
    1.98788504e-01   3.94973847e-02]
 [  1.12483742e-01  -2.60484182e-01   3.34162469e-02  -6.89249134e-02
   -9.66336093e-03  -4.96761670e-02   7.24845393e-02   1.18351279e-01
    8.27108205e-02  -1.75439827e-02]
 [ -1.83468786e-01  -1.86266556e-01  -3.05403414e-01  -3.06318992e-02
   -1.53380506e-02   7.15379901e-02  -9.26092751e-02  -3.04625972e-02
    2.59101150e-01  -1.43214818e-01]
 [  3.20838500e-02  -4.26718353e-01   7.76836433e-02  -6.87298055e-03
   -1.98339780e-01  -1.10579602e-01   2.21121593e-01  -1.09427303e-01
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 [ -8.24319116e-02  -1.08851358e-01   3.05538728e-03  -1.35256327e-01
   -7.45165041e-02   1.31317831e-02   2.19518994e-01  -1.02765222e-01
   -5.14122432e-03  -1.16201295e-01]
 [ -1.25361345e-01  -2.21023892e-01  -7.10470438e-02   4.54756554e-03
    3.52107948e-01   1.01021929e-01   1.72679730e-01  -1.65646264e-02
   -1.70070091e-01  -2.13862762e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.83346079e-01  -3.49327436e-01   9.49683209e-02   2.14836955e-01
   -1.34364035e-01  -6.43392466e-02   1.03189239e-01  -2.61007935e-01
   -2.73995164e-01  -8.94041052e-02]
 [  9.59803366e-02  -2.08677087e-01  -2.47055926e-02   1.10269998e-01
   -5.07257998e-02  -8.66420379e-02   2.59608745e-01   2.05040855e-03
    2.06365025e-02  -4.20573974e-03]
 [  4.33849966e-02  -1.03068585e-01  -2.08359653e-01   1.60105941e-01
   -9.40987772e-02   7.91701086e-02  -4.10553079e-02  -1.92613339e-02
   -8.09648694e-02   5.27668823e-03]
 [ -1.15929139e-01  -7.81341947e-02  -1.99972807e-01   1.64363343e-01
   -8.53622020e-03   1.31562389e-01   4.50192598e-03  -2.50014034e-01
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 [ -6.16651005e-02  -3.86632032e-02   2.78372099e-01   1.09915639e-01
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    8.25061117e-02   4.70356603e-02]
 [  6.02026167e-02  -1.84312312e-02   8.82818885e-02   8.95608121e-02
    3.11000972e-02  -1.69257295e-02   2.07888277e-01   1.20133902e-01
   -2.55155766e-02  -5.73199466e-02]
 [  9.35477928e-03  -1.45522163e-01  -2.92368638e-01  -5.25064604e-02
    1.15188768e-01  -9.25447801e-02   1.35974585e-01   1.62806998e-01
    1.07132946e-01  -3.09632361e-02]
 [  5.20010801e-02  -2.99922951e-02  -1.14646573e-01   5.12929747e-02
   -1.31613531e-01   3.19239419e-01   2.65629435e-01   2.04840757e-01
   -1.54617258e-01  -5.41885280e-02]
 [  4.82728842e-03  -2.75323004e-03   1.23874584e-01   1.10955917e-01
   -2.07514572e-03   1.04163245e-01  -1.09014216e-01  -4.15074875e-02
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 [  1.12883209e-01   7.73447924e-02  -4.35632393e-02  -9.41716984e-02
   -1.09562588e-01  -3.31147695e-01   1.19485240e-01   8.69853897e-03
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 [ -1.04199810e-01  -5.09363853e-02  -1.64714664e-02   2.04080688e-02
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 [ -1.64396890e-01  -1.32621489e-01  -2.04950873e-01  -2.68563028e-02
   -2.83329681e-01   2.35123930e-03   6.47645212e-02  -2.58614237e-02
   -1.43817723e-02   3.51385879e-02]
 [ -3.07015722e-02  -1.29135944e-01  -7.50219224e-02  -1.26144857e-01
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   -1.81307783e-01  -3.79003586e-01]
 [ -1.66194340e-02  -4.37510602e-01  -3.06476029e-02  -7.17986509e-02
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    3.09975799e-02  -3.86674975e-01]
 [  1.05395643e-02  -4.95094273e-01  -4.38607248e-02  -1.06998709e-01
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   -3.64327141e-01  -2.20151478e-01]
 [ -1.74809792e-01  -6.37600904e-01  -1.07946378e-02  -2.06189989e-01
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   -6.98485368e-02   8.33988448e-02]
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   -9.22804849e-02  -1.40442134e-01]
 [ -2.12297060e-01  -3.44533057e-01   2.49595890e-01  -2.48865423e-01
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   -2.62040454e-01  -3.28000299e-02]
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   -1.59670774e-02  -1.27071244e-01]
 [  1.00460177e-01   2.41970778e-01   1.59292604e-01  -1.06953412e-01
   -6.22944582e-02   5.47421251e-02  -1.41451985e-01   2.81383704e-01
    6.26719445e-02   1.67220663e-01]
 [  3.57601723e-01   3.58586624e-01  -7.91275993e-02   3.20638683e-01
   -9.14946776e-01  -2.89903892e-01  -5.01789547e-01   1.78036639e-01
    3.94568808e-01  -1.54036605e-02]
 [  4.68710176e-02   1.26035324e-01   2.53289503e-01   2.47165194e-01
   -5.56873034e-02  -1.96177407e-01  -1.75406664e-01  -1.33137267e-01
   -1.39871797e-01  -2.90574081e-01]
 [  1.62607549e-02  -8.79463845e-02  -1.22055705e-01  -6.53084035e-02
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    2.42717906e-02   1.96058031e-01]
 [ -4.57907339e-03  -6.49310043e-02  -6.96154722e-02  -6.08590753e-02
   -4.11020318e-03  -1.75660706e-01   9.53986778e-02   9.09382284e-03
    2.91716512e-02  -5.41864963e-03]
 [  2.98779148e-02   8.69051610e-02   2.44022199e-01   7.44197294e-02
   -2.33076228e-01  -1.36582369e-01   9.56890669e-02   3.93814828e-02
   -1.85652357e-01   1.06421497e-01]
 [  7.33562694e-02   4.61981501e-02   1.07440337e-01   7.23021704e-03
   -2.42128766e-01   6.77125485e-02   4.81726080e-02  -2.71118196e-01
   -1.76540895e-02  -8.80546226e-02]
 [ -6.07794756e-03   1.15401683e-01   8.59791691e-02  -2.59460867e-02
   -7.02645121e-02   1.78241135e-01   7.63196425e-02   1.18500492e-01
   -1.80534769e-02   1.76314954e-01]
 [  2.27338743e-01   9.47268905e-02   3.06542352e-02   8.72927635e-02
   -3.04910766e-04  -2.62503535e-02  -1.97144183e-01   1.48867925e-01
   -4.92063227e-02  -1.33641793e-02]
 [  4.76788589e-02   2.56500315e-02   1.87232877e-02   4.73524515e-02
   -4.42362045e-01  -1.25040981e-01  -2.29113439e-01   4.14115943e-02
    1.23082201e-01   1.97605300e-01]
 [  6.15093107e-02   5.17831796e-01   1.29039799e-01   4.40765521e-01
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    3.03925567e-01   3.48728077e-01]
 [  1.80174013e-01   5.01216286e-01   6.79232756e-02   4.33236875e-01
   -1.00925936e+00  -8.41028326e-02  -4.39357064e-01   1.51418768e-01
    2.15612940e-01   4.82470336e-01]
 [  2.52518818e-01   3.24910249e-01   2.47051682e-01   1.51496400e-01
   -4.84818350e-01   7.96928068e-02  -2.29235818e-01   1.62550116e-01
    2.42881796e-01   8.18387158e-02]
 [ -7.64686710e-02   2.25678511e-01   2.40150286e-01   1.27860698e-02
   -4.07667147e-02   1.31706345e-01  -1.02846669e-01  -1.55788563e-02
   -3.55194550e-02   4.65226563e-02]
 [ -9.99476912e-02   3.79201640e-03   2.41135279e-02   9.20134584e-02
   -5.72295235e-02   1.16059808e-01   2.41878128e-01   1.98067378e-02
   -2.75583227e-01  -9.42573131e-02]
 [ -2.21926669e-01  -3.50412902e-02  -9.40996312e-02  -3.45232746e-01
    1.84576279e-01   1.19378657e-01   1.08793778e-01   1.03245022e-01
   -2.07436733e-01   3.19815190e-02]
 [  9.93310999e-03  -4.09917110e-01  -1.27812576e-01  -1.61410584e-01
    3.70746761e-01   2.53604356e-02   1.94671056e-01   1.52362567e-01
   -1.65323711e-01  -2.22396992e-01]
 [  1.07268804e-01  -2.40642682e-01  -1.58212774e-01  -2.65659086e-02
   -4.54745857e-02  -4.50977087e-02   1.09059199e-01  -1.55112649e-01
    1.12403427e-01  -1.63152998e-01]
 [ -1.14968187e-01   3.95192949e-02   2.65528419e-01  -1.19769668e-03
    1.52143204e-01   7.84401651e-02   5.93862562e-02  -2.96940049e-01
   -1.08766314e-01  -5.56064326e-02]
 [ -3.38586377e-01   2.00523776e-02   1.83668890e-02  -1.27882155e-02
    1.33334930e-01  -1.79221693e-01   6.24454014e-03   2.35082294e-01
   -7.40486544e-02   8.70980922e-02]
 [  1.49076825e-01  -1.46521393e-03  -2.31880689e-01  -7.27727957e-02
    1.03304128e-01  -3.01219918e-01   8.03878548e-02  -1.66581278e-01
    7.48130545e-03  -1.79405697e-01]
 [  2.10265683e-01  -2.13743968e-01   6.40358861e-02  -2.45322457e-02
    1.04319643e-01  -3.68684204e-02   6.42244565e-02  -1.37110021e-01
    1.11576764e-01  -1.79748101e-01]
 [ -1.06097203e-01  -8.64682282e-02   1.21083191e-01   1.07547405e-01
    3.52996920e-02  -1.14226897e-01   2.61400652e-01  -7.84255151e-02
    1.80714565e-01  -4.40308959e-03]
 [ -3.12243332e-02  -2.14395929e-01   1.87232832e-01  -2.90262604e-01
   -1.54536216e-01   1.27967048e-01   1.09247992e-01  -1.21668854e-01
   -4.47584148e-03   1.90218247e-01]]
[[ 0.63278978]
 [ 1.72628773]
 [ 0.23842059]
 [ 0.88823367]
 [-2.76194083]
 [-0.26724392]
 [-1.74734999]
 [ 0.08245655]
 [ 0.7008601 ]
 [ 0.89242041]]
Progress: 44.0% ... Training loss: 0.267 ... Validation loss: 0.447[[  1.62835624e-01   2.52767082e-01  -1.04242623e-01   1.08206883e-01
   -5.05965972e-01  -7.09783796e-02  -7.98727462e-02   1.20473947e-01
   -5.48917930e-02   1.99353876e-01]
 [  1.33806622e-02   1.44234120e-01  -1.94193752e-02   4.62011073e-02
    7.69731020e-02  -6.86745199e-03   3.18254597e-01   4.10626647e-02
    1.42054680e-01  -2.84844545e-02]
 [  2.04372912e-01   7.94043367e-01   1.46929176e-02  -4.08351318e-02
    6.93855397e-01  -2.44924199e-02  -9.28265613e-01  -4.02844550e-02
    6.12901693e-02   2.96325697e-01]
 [  5.41006040e-02  -3.79957106e-01  -1.93516763e-01   1.93460823e-01
   -2.00321184e-02   1.26439358e-01   2.06730408e-01   6.48538437e-02
    1.32805136e-01   2.97710116e-01]
 [ -2.91613185e-02   6.45504066e-02  -1.51147698e-01   3.49701142e-02
   -4.43263694e-02  -1.79034129e-01   8.91023610e-02  -1.18044582e-01
   -1.99087500e-01  -5.24988689e-02]
 [ -3.98400799e-01  -6.69996761e-01  -3.02573443e-01   1.47774268e-01
   -1.33794735e-01   4.28656203e-02   3.73951935e-01  -3.99127397e-02
   -3.32793269e-02  -3.52872653e-02]
 [ -5.71200762e-03  -2.45074416e-01   9.34624184e-03   8.95877932e-02
   -1.26719951e-02  -7.15057153e-02   1.83954298e-01  -1.91457736e-01
    1.96517029e-01   3.65208985e-02]
 [  1.12915305e-01  -2.60245286e-01   3.35721105e-02  -6.83677058e-02
   -1.16601734e-02  -4.97722310e-02   7.22726670e-02   1.18402463e-01
    8.31818055e-02  -1.70497168e-02]
 [ -1.83912949e-01  -1.87337851e-01  -3.05517734e-01  -3.11903266e-02
   -1.39185627e-02   7.17129996e-02  -9.08444260e-02  -3.05110348e-02
    2.58587563e-01  -1.43857672e-01]
 [  3.01956773e-02  -4.30260180e-01   7.69370633e-02  -9.63305475e-03
   -1.93121125e-01  -1.09671199e-01   2.25804732e-01  -1.09699377e-01
   -2.01132398e-03   6.79617538e-02]
 [ -8.36509156e-02  -1.11698419e-01   2.65521553e-03  -1.36875408e-01
   -7.08825579e-02   1.36415628e-02   2.22744744e-01  -1.02916214e-01
   -6.38792466e-03  -1.17891237e-01]
 [ -1.26515223e-01  -2.22696380e-01  -7.14256031e-02   3.13086213e-03
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   -1.71364006e-01  -2.15535318e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.83589536e-01  -3.49264336e-01   9.48490228e-02   2.14385445e-01
   -1.33902643e-01  -6.41889720e-02   1.03491655e-01  -2.61058354e-01
   -2.74352343e-01  -8.99171153e-02]
 [  9.48886894e-02  -2.09838896e-01  -2.51181098e-02   1.08767546e-01
   -4.79315958e-02  -8.61657830e-02   2.61160795e-01   1.90219140e-03
    1.94646122e-02  -5.80580208e-03]
 [  4.20685841e-02  -1.05662140e-01  -2.08800239e-01   1.58421805e-01
   -8.99112828e-02   7.96934123e-02  -3.80014955e-02  -1.94287634e-02
   -8.24106183e-02   3.46467429e-03]
 [ -1.17050490e-01  -8.07214199e-02  -2.00380550e-01   1.62885470e-01
   -5.51728447e-03   1.32034209e-01   7.39085979e-03  -2.50157507e-01
    7.66434109e-02  -1.89919925e-01]
 [ -6.23978653e-02  -4.04199450e-02   2.78118589e-01   1.08935021e-01
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    8.17731553e-02   4.60953112e-02]
 [  6.02591217e-02  -1.82995121e-02   8.82663201e-02   8.95551998e-02
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   -2.54859797e-02  -5.72894645e-02]
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 [ -3.39197720e-01   1.80894569e-02   1.81257984e-02  -1.37182583e-02
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 [  2.10181911e-01  -2.14438008e-01   6.39777227e-02  -2.48115347e-02
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 [ -1.06169318e-01  -8.66965630e-02   1.21070312e-01   1.07461227e-01
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    1.80645110e-01  -4.49832942e-03]
 [ -3.25897181e-02  -2.16058830e-01   1.86684449e-01  -2.92169297e-01
   -1.52168839e-01   1.28586532e-01   1.11727249e-01  -1.21853766e-01
   -5.96041183e-03   1.88222237e-01]]
[[ 0.62088948]
 [ 1.72203956]
 [ 0.22665295]
 [ 0.87112045]
 [-2.76988001]
 [-0.28147758]
 [-1.76970489]
 [ 0.06918251]
 [ 0.68520296]
 [ 0.87895539]]
Progress: 44.0% ... Training loss: 0.272 ... Validation loss: 0.458[[  1.63436690e-01   2.52821903e-01  -1.04069147e-01   1.09035391e-01
   -5.05132704e-01  -7.11418709e-02  -7.98208157e-02   1.20539427e-01
   -5.42257770e-02   2.00359658e-01]
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    1.42054680e-01  -2.84844545e-02]
 [  1.99858092e-01   7.85603500e-01   1.28810343e-02  -4.77711783e-02
    7.09646398e-01  -2.23723747e-02  -9.20536148e-01  -4.08379527e-02
    5.58641217e-02   2.89767824e-01]
 [  5.10496328e-02  -3.88698523e-01  -1.94519106e-01   1.89515928e-01
   -1.09276754e-02   1.27677675e-01   2.15670080e-01   6.45179214e-02
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 [ -3.07738712e-02   6.05822797e-02  -1.51667324e-01   3.24785664e-02
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   -2.00975076e-01  -5.49865211e-02]
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   -3.19206700e-02  -3.36190959e-02]
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   -6.18565699e-03  -1.17616377e-01]
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   -1.72095662e-01  -2.16471013e-01]
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 [  6.11801248e-02  -1.57818613e-02   8.85952049e-02   9.08647238e-02
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   -2.44412993e-02  -5.60086085e-02]
 [  9.35456729e-03  -1.46266015e-01  -2.92386782e-01  -5.26316739e-02
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 [  5.12197556e-02  -3.22896140e-02  -1.14969020e-01   5.00752810e-02
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   -1.81069158e-01  -3.78732101e-01]
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   -3.64208203e-01  -2.20024072e-01]
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 [  4.71747991e-02   1.26835872e-01   2.53406486e-01   2.47576144e-01
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   -2.42070745e-01   6.77236850e-02   4.78072238e-02  -2.71120243e-01
   -1.76988664e-02  -8.80989607e-02]
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   -1.85292657e-02   1.75682809e-01]
 [  2.27111659e-01   9.41760827e-02   3.05550884e-02   8.69060479e-02
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   -4.95149693e-02  -1.37599359e-02]
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 [ -3.39241607e-01   1.74113913e-02   1.81397942e-02  -1.35957716e-02
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 [ -1.05696328e-01  -8.63795417e-02   1.21259993e-01   1.08258458e-01
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    1.81235283e-01  -3.70173748e-03]
 [ -3.16104029e-02  -2.14331807e-01   1.87022763e-01  -2.90821561e-01
   -1.56028678e-01   1.28174850e-01   1.09738914e-01  -1.21741482e-01
   -4.90522669e-03   1.89674234e-01]]
[[ 0.6213824 ]
 [ 1.71923845]
 [ 0.23205809]
 [ 0.87484602]
 [-2.77131156]
 [-0.27782209]
 [-1.75918061]
 [ 0.07160649]
 [ 0.68822411]
 [ 0.87934228]]
Progress: 44.0% ... Training loss: 0.269 ... Validation loss: 0.454[[  1.64525502e-01   2.56038729e-01  -1.03597026e-01   1.10576716e-01
   -5.09896281e-01  -7.15344867e-02  -8.27158855e-02   1.20666889e-01
   -5.30401643e-02   2.01652508e-01]
 [  1.35713402e-02   1.44758564e-01  -1.93477836e-02   4.64685864e-02
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    1.42263291e-01  -2.82267634e-02]
 [  2.02022048e-01   7.91990946e-01   1.36643480e-02  -4.49309330e-02
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    5.80286266e-02   2.92557025e-01]
 [  5.18039345e-02  -3.87921532e-01  -1.94172582e-01   1.91059381e-01
   -1.57456145e-02   1.27278461e-01   2.16326675e-01   6.46189681e-02
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 [ -3.00749645e-02   6.11337205e-02  -1.51354086e-01   3.36017937e-02
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   -2.00107943e-01  -5.42447394e-02]
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   -3.21852223e-02  -3.39674612e-02]
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   -1.71390857e-01  -2.15579488e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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   -2.73099151e-01  -8.84170714e-02]
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   -8.35205049e-02   2.06437026e-03]
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 [  6.07586782e-02  -1.68509660e-02   8.84066168e-02   9.01868999e-02
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   -2.49633288e-02  -5.67207707e-02]
 [  1.03964749e-02  -1.43102655e-01  -2.91982577e-01  -5.11229239e-02
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 [  5.20404650e-02  -3.01125166e-02  -1.14646158e-01   5.12848197e-02
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 [  1.07163593e-02  -4.95115140e-01  -4.37869714e-02  -1.06744323e-01
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 [  4.71794579e-02   1.26919585e-01   2.53415775e-01   2.47614855e-01
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[[ 0.62765286]
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 [ 0.88022514]
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 [ 0.69410525]
 [ 0.88765543]]
Progress: 44.1% ... Training loss: 0.267 ... Validation loss: 0.446[[  1.67380010e-01   2.63705977e-01  -1.02530594e-01   1.14497893e-01
   -5.19445038e-01  -7.27309352e-02  -8.99751688e-02   1.21011024e-01
   -4.98804487e-02   2.05817993e-01]
 [  1.33415586e-02   1.44110274e-01  -1.94349169e-02   4.61433119e-02
    7.71801817e-02  -6.84867313e-03   3.18469701e-01   4.10547409e-02
    1.42008116e-01  -2.85336273e-02]
 [  2.00973953e-01   7.88492842e-01   1.32035535e-02  -4.66144431e-02
    7.09187402e-01  -2.26716275e-02  -9.25082004e-01  -4.07280130e-02
    5.69276271e-02   2.90995519e-01]
 [  4.72027521e-02  -4.01693944e-01  -1.95910077e-01   1.84550933e-01
    3.71084819e-03   1.29303490e-01   2.29458500e-01   6.40626767e-02
    1.25799321e-01   2.88446264e-01]
 [ -2.71281929e-02   7.03895095e-02  -1.50084506e-01   3.77149805e-02
   -5.07404908e-02  -1.79719909e-01   8.35312684e-02  -1.17809990e-01
   -1.96888163e-01  -5.05808289e-02]
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   -3.12205932e-02  -3.26687023e-02]
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   -1.36368394e-02  -4.97668535e-02   7.19155896e-02   1.18419393e-01
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   -4.71981542e-03  -1.15951422e-01]
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   -1.70643643e-01  -2.14607813e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.83013859e-01  -3.48063782e-01   9.50709536e-02   2.15297639e-01
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   -2.73681621e-01  -8.91682366e-02]
 [  9.66468975e-02  -2.06683117e-01  -2.44502318e-02   1.11231379e-01
   -5.38455924e-02  -8.69465241e-02   2.57629431e-01   2.11921258e-03
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 [  4.11443991e-02  -1.07262187e-01  -2.09112224e-01   1.57279088e-01
   -8.74536518e-02   8.01094594e-02  -3.59919253e-02  -1.95385064e-02
   -8.34623182e-02   2.11420390e-03]
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   -1.36473222e-02   1.31245191e-01   3.69367684e-03  -2.49942345e-01
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 [ -6.22806086e-02  -4.04552401e-02   2.78189329e-01   1.09159075e-01
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 [  6.02150585e-02  -1.81889188e-02   8.81869898e-02   8.93491235e-02
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   -2.55951887e-02  -5.74902699e-02]
 [  1.12895932e-02  -1.41061830e-01  -2.91619023e-01  -4.98215433e-02
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   -1.81612799e-01  -3.79430207e-01]
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 [  1.05962360e-02  -4.95592297e-01  -4.38342424e-02  -1.06933119e-01
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   -9.26115287e-02  -1.40846328e-01]
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 [  4.70149384e-02   1.26564542e-01   2.53349787e-01   2.47370775e-01
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   -1.86270389e-01   1.05652479e-01]
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   -1.77335675e-02  -8.80994248e-02]
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   -7.18181643e-02   1.78030808e-01   7.48444272e-02   1.18557510e-01
   -1.74646652e-02   1.77016842e-01]
 [  2.26940699e-01   9.39981739e-02   3.04853513e-02   8.65146414e-02
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   -4.98390436e-02  -1.41022021e-02]
 [  4.79706613e-02   2.66503379e-02   1.88326189e-02   4.77597014e-02
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 [  6.10671893e-02   5.16621289e-01   1.28878364e-01   4.40167946e-01
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 [  2.53165343e-01   3.26876387e-01   2.47357000e-01   1.52636780e-01
   -4.88760875e-01   7.93400673e-02  -2.31198460e-01   1.62633480e-01
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 [ -7.57329915e-02   2.28012279e-01   2.40419260e-01   1.38048269e-02
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   -3.47072870e-02   4.75277611e-02]
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   -2.75585984e-01  -9.42531230e-02]
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   -2.07816842e-01   3.16175988e-02]
 [  1.03273331e-02  -4.09680166e-01  -1.27705618e-01  -1.60913847e-01
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   -1.64953383e-01  -2.21898061e-01]
 [  1.03974117e-01  -2.46504448e-01  -1.59327871e-01  -3.05229466e-02
   -3.88452302e-02  -4.37185276e-02   1.17415877e-01  -1.55536897e-01
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 [ -1.13806275e-01   4.11225394e-02   2.66007043e-01   5.98054941e-04
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   -1.07281307e-01  -5.40472925e-02]
 [ -3.38794675e-01   1.87112211e-02   1.83125964e-02  -1.29910591e-02
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   -7.43033764e-02   8.65561806e-02]
 [  1.49096757e-01  -1.24703154e-03  -2.31758376e-01  -7.28330099e-02
    1.04889101e-01  -3.01161723e-01   8.00234723e-02  -1.66565305e-01
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 [  2.09841020e-01  -2.15806370e-01   6.38102772e-02  -2.53854530e-02
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 [ -1.04158246e-01  -8.32449880e-02   1.21840364e-01   1.10286014e-01
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    1.82778247e-01  -1.58546944e-03]
 [ -2.94177997e-02  -2.08004889e-01   1.87866726e-01  -2.87846818e-01
   -1.65650451e-01   1.27252880e-01   1.03173041e-01  -1.21481182e-01
   -2.35609545e-03   1.92857257e-01]]
[[ 0.63443015]
 [ 1.7362429 ]
 [ 0.24657939]
 [ 0.88741895]
 [-2.76167584]
 [-0.26630013]
 [-1.74630413]
 [ 0.08501355]
 [ 0.70185344]
 [ 0.8945211 ]]
Progress: 44.1% ... Training loss: 0.269 ... Validation loss: 0.439[[  1.65874443e-01   2.60165946e-01  -1.02995735e-01   1.12606304e-01
   -5.12477080e-01  -7.21930075e-02  -8.62055818e-02   1.20848561e-01
   -5.12981520e-02   2.04183093e-01]
 [  1.33703570e-02   1.44119313e-01  -1.94183357e-02   4.62019924e-02
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    1.42049683e-01  -2.84768807e-02]
 [  2.01625534e-01   7.90808380e-01   1.34777243e-02  -4.52783770e-02
    7.06848709e-01  -2.31099423e-02  -9.27370809e-01  -4.06034686e-02
    5.77754767e-02   2.92159823e-01]
 [  4.66098209e-02  -4.03468412e-01  -1.96079306e-01   1.83923379e-01
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    1.25381758e-01   2.87954035e-01]
 [ -2.68651804e-02   7.21212859e-02  -1.50001571e-01   3.79091594e-02
   -5.12929240e-02  -1.79837068e-01   8.24391624e-02  -1.17782439e-01
   -1.96806335e-01  -5.04045873e-02]
 [ -3.95781610e-01  -6.65344725e-01  -3.01545710e-01   1.51434076e-01
   -1.42110020e-01   4.17689895e-02   3.69279697e-01  -3.95814319e-02
   -3.03577968e-02  -3.15753980e-02]
 [ -4.96275953e-03  -2.43220464e-01   9.61247806e-03   9.07418485e-02
   -1.63697078e-02  -7.18005449e-02   1.81931547e-01  -1.91389244e-01
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   -1.17306061e-02  -4.96207056e-02   7.30340901e-02   1.18373729e-01
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   -1.99362078e-02   7.11292343e-02  -9.26159792e-02  -3.03439159e-02
    2.60062519e-01  -1.42024962e-01]
 [  3.38304131e-02  -4.21815577e-01   7.82963432e-02  -4.78245963e-03
   -2.07127499e-01  -1.11020031e-01   2.16587950e-01  -1.09273575e-01
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   -5.24779968e-03  -1.16533335e-01]
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   -1.71261596e-01  -2.15364445e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.82575010e-01  -3.47148498e-01   9.52448032e-02   2.15755456e-01
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   -2.73204988e-01  -8.85202620e-02]
 [  9.69245207e-02  -2.06159888e-01  -2.43479989e-02   1.11619895e-01
   -5.46722297e-02  -8.70534794e-02   2.57075223e-01   2.15499064e-03
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 [  4.10355186e-02  -1.07720696e-01  -2.09156022e-01   1.57076880e-01
   -8.68914075e-02   8.01510874e-02  -3.56289404e-02  -1.95540394e-02
   -8.35734159e-02   1.95811091e-03]
 [ -1.16222191e-01  -7.95096517e-02  -2.00058461e-01   1.64161501e-01
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 [ -6.25057073e-02  -4.12292794e-02   2.78102575e-01   1.08864980e-01
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    8.16863534e-02   4.60904414e-02]
 [  6.08763382e-02  -1.64044036e-02   8.84389601e-02   9.02901651e-02
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[[ 0.63177871]
 [ 1.73386266]
 [ 0.24335046]
 [ 0.88501691]
 [-2.76329468]
 [-0.26872663]
 [-1.74936102]
 [ 0.08266972]
 [ 0.69852593]
 [ 0.89178755]]
Progress: 44.2% ... Training loss: 0.268 ... Validation loss: 0.439[[ 0.16318956  0.25299436 -0.10407323  0.10860321 -0.50005237 -0.07100063
  -0.07890437  0.12047257 -0.05432654  0.20041481]
 [ 0.01226507  0.14155676 -0.01985936  0.04460076  0.08032196 -0.00637465
   0.32105688  0.0409091   0.14086383 -0.03002127]
 [ 0.19838138  0.78311378  0.01222424 -0.05014951  0.72232618 -0.02171038
  -0.92012453 -0.04104954  0.05405691  0.28735115]
 [ 0.05010772 -0.39730182 -0.19466163  0.18922875 -0.0049894   0.1280896
   0.22631131  0.06448235  0.12935051  0.29333265]
 [-0.0287553   0.06732654 -0.15064617  0.03531133 -0.04472426 -0.17912184
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 [ 0.11008994 -0.26730735  0.03249795 -0.07218642 -0.00225383 -0.04863219
   0.07885659  0.11805227  0.08031684 -0.02047088]
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   0.20810007  0.12007644 -0.02591216 -0.05801907]
 [ 0.00985828 -0.14367769 -0.29219286 -0.05188677  0.11140609 -0.0926589
   0.13330549  0.16286982  0.10771605 -0.03048118]
 [ 0.05108637 -0.03320105 -0.11496741  0.05009362 -0.12744776  0.31960966
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 [ 0.0027213  -0.00844125  0.1230781   0.10801327  0.00705933  0.10500996
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 [-0.03090268 -0.13105762 -0.07508712 -0.12632616  0.52802779  0.27558644
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 [-0.01649428 -0.43821126 -0.0306031  -0.07161088  0.65443767  0.09994482
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 [ 0.01044186 -0.49678469 -0.04390093 -0.10714955  0.67623796  0.02306193
   0.53421298  0.04850809 -0.36436788 -0.22028258]
 [-0.17480988 -0.63831424 -0.01078873 -0.20613893  0.779543   -0.09038535
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 [-0.3019059  -0.45956307  0.0538004  -0.05249783  0.92341104  0.14328866
   0.47190146  0.04704825 -0.09257173 -0.1407322 ]
 [-0.21160105 -0.34420038  0.24995156 -0.24755295  0.67946588 -0.04340699
   0.72646738  0.01251866 -0.2610385  -0.03135256]
 [-0.13920428 -0.25165694 -0.1841532  -0.1117756   0.51633661 -0.22715838
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 [ 0.10139845  0.24524863  0.15960878 -0.10567385 -0.06747311  0.05437661
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   0.01068258 -0.18600951  0.02290734  0.19444421]
 [-0.00411059 -0.0640826  -0.06942238 -0.06022095 -0.00553    -0.17589016
   0.09449363  0.00916038  0.02974182 -0.00467668]
 [ 0.0288099   0.08419597  0.24353847  0.07277726 -0.22831241 -0.1361195
   0.09832903  0.03923161 -0.18691086  0.10478666]
 [ 0.07312809  0.04574399  0.10729629  0.0067105  -0.2396018   0.067855
   0.0487711  -0.27117541 -0.01816764 -0.08865342]
 [-0.00659772  0.11428235  0.08581209 -0.02670153 -0.06790889  0.17844821
   0.07735191  0.1184277  -0.01852281  0.17561115]
 [ 0.22548606  0.09110096  0.02991982  0.08434704  0.0066844  -0.02534891
  -0.19427513  0.14860444 -0.0515457  -0.01623362]
 [ 0.04741695  0.02575855  0.01861547  0.04694929 -0.44175905 -0.12493062
  -0.22905299  0.04137072  0.12279624  0.19722359]
 [ 0.0610229   0.51654683  0.12883181  0.44002672 -1.23895863 -0.30595551
  -0.59297404 -0.07065367  0.30304414  0.34764984]
 [ 0.18114994  0.50335227  0.06842125  0.43492997 -1.0160775  -0.08453706
  -0.4411976   0.1515591   0.21688285  0.48379656]
 [ 0.25220702  0.32468676  0.24698557  0.15128584 -0.48557659  0.07972627
  -0.22893038  0.16250965  0.24273078  0.08167872]
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  -0.10418303 -0.01556551 -0.03532177  0.04674134]
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   0.24056856  0.01985479 -0.2751637  -0.09373134]
 [-0.22217558 -0.03576852 -0.09419308 -0.34561619  0.1860588   0.11949037
   0.10945222  0.10321019 -0.20774812  0.03166373]
 [ 0.00942937 -0.4119808  -0.12805352 -0.16221009  0.37284194  0.02558887
   0.19619516  0.15227619 -0.16597156 -0.22316009]
 [ 0.10359111 -0.24706944 -0.15945872 -0.03093415 -0.03897417 -0.04353553
   0.11831615 -0.15559459  0.10883563 -0.16823859]
 [-0.11600769  0.03595205  0.26513295 -0.002614    0.15643009  0.07887156
   0.0625976  -0.29709826 -0.10979299 -0.05703874]
 [-0.34089893  0.01286512  0.01750297 -0.01590464  0.14256975 -0.17827021
   0.01347138  0.23478161 -0.0765659   0.08400668]
 [ 0.14900849 -0.00224671 -0.23176938 -0.07288443  0.10534543 -0.30117145
   0.08083979 -0.16656413  0.00720026 -0.17961055]
 [ 0.20861146 -0.21864244  0.06332564 -0.02732119  0.11350317 -0.03606475
   0.06846942 -0.13734959  0.10952016 -0.18243111]
 [-0.10426174 -0.08399778  0.12181062  0.11003568  0.03025206 -0.11498172
   0.25869866 -0.07820343  0.18270057 -0.00168659]
 [-0.02938514 -0.20786762  0.18786437 -0.28781556 -0.16840803  0.12726572
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[[ 0.61416384]
 [ 1.71777393]
 [ 0.2252168 ]
 [ 0.86809966]
 [-2.78231627]
 [-0.28361828]
 [-1.76576463]
 [ 0.06665994]
 [ 0.6821664 ]
 [ 0.87356165]]
Progress: 44.2% ... Training loss: 0.275 ... Validation loss: 0.459[[  1.67930490e-01   2.63408436e-01  -1.02233204e-01   1.15427329e-01
   -5.15279473e-01  -7.31978635e-02  -8.90829354e-02   1.21014878e-01
   -4.90536592e-02   2.07424329e-01]
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 [  1.99579283e-01   7.88728753e-01   1.26775575e-02  -4.82422603e-02
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 [  4.64915365e-02  -4.05597266e-01  -1.96011488e-01   1.84279785e-01
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    1.25290354e-01   2.88526186e-01]
 [ -2.91209225e-02   6.57954836e-02  -1.50749988e-01   3.50955067e-02
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   -1.98880484e-01  -5.34445301e-02]
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   -2.94318124e-02  -3.03670058e-02]
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   -1.71491056e-01  -2.15550627e-01]
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 [  9.78256440e-02  -2.05259663e-01  -2.39896643e-02   1.12932799e-01
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 [  4.12734313e-02  -1.07458154e-01  -2.09089736e-01   1.57288664e-01
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   -8.32820920e-02   2.33849907e-03]
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 [  5.98441672e-02  -1.92352106e-02   8.80085196e-02   8.87030974e-02
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 [  3.58426150e-01   3.63093342e-01  -7.86459923e-02   3.22193748e-01
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 [  4.74693134e-02   1.27081630e-01   2.53539762e-01   2.48015051e-01
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   -1.39213067e-01  -2.89788847e-01]
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   -1.85980804e-01   1.05996264e-01]
 [  7.38485829e-02   4.78820150e-02   1.07580526e-01   7.81523059e-03
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   -1.73440392e-02  -8.75488252e-02]
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   -7.13956727e-02   1.78041510e-01   7.53983131e-02   1.18524733e-01
   -1.75373352e-02   1.76807002e-01]
 [  2.25706252e-01   9.17275039e-02   3.00134743e-02   8.47059455e-02
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   -5.12608044e-02  -1.58650331e-02]
 [  4.71626705e-02   2.52079334e-02   1.85496036e-02   4.66231893e-02
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 [  2.52312423e-01   3.24890510e-01   2.47023728e-01   1.51418916e-01
   -4.85886891e-01   7.96803027e-02  -2.29192995e-01   1.62519753e-01
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 [ -7.56488056e-02   2.28859421e-01   2.40427294e-01   1.38979995e-02
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   -3.46264752e-02   4.75966909e-02]
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   -2.75242176e-01  -9.38304306e-02]
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   -2.07590194e-01   3.18153795e-02]
 [  9.47467970e-03  -4.11939116e-01  -1.28039420e-01  -1.62145906e-01
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   -1.65906074e-01  -2.23080178e-01]
 [  1.05341351e-01  -2.42384560e-01  -1.58766499e-01  -2.82678767e-02
   -4.67687854e-02  -4.43932312e-02   1.14111631e-01  -1.55388871e-01
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 [ -1.14522734e-01   3.90022564e-02   2.65667465e-01  -6.27034790e-04
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   -1.08183963e-01  -5.49294490e-02]
 [ -3.41487791e-01   1.10430063e-02   1.73153885e-02  -1.66455912e-02
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   -7.71552410e-02   8.33316637e-02]
 [  1.49960133e-01  -8.08390278e-04  -2.31393441e-01  -7.15057581e-02
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    8.27253427e-03  -1.78268149e-01]
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    1.84032582e-01   9.03498972e-05]
 [ -2.88925324e-02  -2.07106769e-01   1.88068383e-01  -2.87079775e-01
   -1.70002944e-01   1.27016261e-01   1.02142299e-01  -1.21410169e-01
   -1.67472934e-03   1.93711217e-01]]
[[ 0.63426791]
 [ 1.73723236]
 [ 0.24397849]
 [ 0.88974863]
 [-2.77174905]
 [-0.26850784]
 [-1.74821565]
 [ 0.08312237]
 [ 0.70283921]
 [ 0.89278802]]
Progress: 44.3% ... Training loss: 0.267 ... Validation loss: 0.438[[  1.67064972e-01   2.61287081e-01  -1.02593564e-01   1.14106302e-01
   -5.11535598e-01  -7.28108876e-02  -8.68683001e-02   1.20880650e-01
   -5.01194559e-02   2.06041069e-01]
 [  1.17521398e-02   1.39983082e-01  -2.00661700e-02   4.38487402e-02
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    1.40346972e-01  -3.07559288e-02]
 [  1.96812868e-01   7.82249009e-01   1.15901861e-02  -5.23651147e-02
    7.23044559e-01  -2.11012310e-02  -9.18444377e-01  -4.12905983e-02
    5.22368176e-02   2.84915815e-01]
 [  4.83515261e-02  -4.01923291e-01  -1.95252750e-01   1.87238001e-01
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    1.27711649e-01   2.91577363e-01]
 [ -3.03592813e-02   6.15947220e-02  -1.51352303e-01   3.31514274e-02
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   -2.00568787e-01  -5.52617304e-02]
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   -3.00974183e-02  -3.11830832e-02]
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   -4.59537146e-03  -4.87795157e-02   7.86365111e-02   1.18051558e-01
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   -2.19038901e-02   7.07743289e-02  -9.29523152e-02  -3.02823006e-02
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 [  3.25215779e-02  -4.26757303e-01   7.76782442e-02  -6.90100530e-03
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   -4.13517082e-03  -1.15003951e-01]
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   -1.71160493e-01  -2.15076040e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.82749573e-01  -3.47675435e-01   9.51734515e-02   2.15598972e-01
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   -2.73409034e-01  -8.87700221e-02]
 [  9.77809061e-02  -2.05395405e-01  -2.40131940e-02   1.12834237e-01
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 [  4.05750294e-02  -1.08947125e-01  -2.09360069e-01   1.56288607e-01
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   -8.41093193e-02   1.30870158e-03]
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 [  5.98436604e-02  -1.87395187e-02   8.79988495e-02   8.87038668e-02
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 [ -1.03883865e-01  -8.28178009e-02   1.21934510e-01   1.10570572e-01
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    1.83116636e-01  -1.12989216e-03]
 [ -2.89039479e-02  -2.07659518e-01   1.88084638e-01  -2.87033916e-01
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   -1.63896657e-03   1.93684569e-01]]
[[ 0.63169051]
 [ 1.73143356]
 [ 0.24192038]
 [ 0.88787044]
 [-2.77666574]
 [-0.26806324]
 [-1.7467259 ]
 [ 0.08103822]
 [ 0.70092021]
 [ 0.88996203]]
Progress: 44.4% ... Training loss: 0.266 ... Validation loss: 0.442[[  1.67463530e-01   2.61707110e-01  -1.02462941e-01   1.14788191e-01
   -5.12762448e-01  -7.29581097e-02  -8.71774346e-02   1.20933313e-01
   -4.94856098e-02   2.06885434e-01]
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 [  1.97700718e-01   7.84161054e-01   1.19289062e-02  -5.11523470e-02
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 [  4.91034939e-02  -4.01717366e-01  -1.94972281e-01   1.88156770e-01
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 [ -3.28141741e-02   5.46094371e-02  -1.52162059e-01   2.97585100e-02
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   -1.70448424e-01  -2.14206308e-01]
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 [  4.71325912e-02   1.26237645e-01   2.53416380e-01   2.47537540e-01
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   -1.86305868e-01   1.05571441e-01]
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   -1.63358558e-02  -8.61901639e-02]
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   -7.35111069e-02   1.77849145e-01   7.36923886e-02   1.18576373e-01
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    1.83045608e-01  -1.16314371e-03]
 [ -2.97269239e-02  -2.09082879e-01   1.87754515e-01  -2.88164080e-01
   -1.69528813e-01   1.27329161e-01   1.04344572e-01  -1.21513642e-01
   -2.33295526e-03   1.92553366e-01]]
[[ 0.63040316]
 [ 1.72880877]
 [ 0.24043459]
 [ 0.88477151]
 [-2.77357656]
 [-0.26672382]
 [-1.74776168]
 [ 0.08083593]
 [ 0.69821905]
 [ 0.88865295]]
Progress: 44.4% ... Training loss: 0.267 ... Validation loss: 0.445[[  1.66901236e-01   2.60114151e-01  -1.02755254e-01   1.13667222e-01
   -5.09518636e-01  -7.26853095e-02  -8.65711450e-02   1.20857740e-01
   -5.01728292e-02   2.06082603e-01]
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   -9.08309634e-03   1.27569676e-01   2.24245871e-01   6.47537708e-02
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   -1.68582560e-01  -2.11920436e-01]
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   -2.62894520e-02  -5.86352438e-02]
 [  1.03821904e-02  -1.41582194e-01  -2.92034531e-01  -5.11283020e-02
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[[ 0.63260288]
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 [ 0.70231004]
 [ 0.89156072]]
Progress: 44.5% ... Training loss: 0.267 ... Validation loss: 0.449[[  1.67122676e-01   2.59599092e-01  -1.02642418e-01   1.13711285e-01
   -5.08149596e-01  -7.27351122e-02  -8.69520086e-02   1.20876369e-01
   -4.98178706e-02   2.06297403e-01]
 [  9.96334730e-03   1.34994265e-01  -2.07523999e-02   4.13206221e-02
    9.08001482e-02  -5.33195803e-03   3.27526269e-01   4.05896249e-02
    1.38612898e-01  -3.31234894e-02]
 [  1.98867151e-01   7.86743891e-01   1.22828709e-02  -4.96907026e-02
    7.13865416e-01  -2.18003017e-02  -9.22223162e-01  -4.10655835e-02
    5.43758475e-02   2.87540684e-01]
 [  5.08114979e-02  -3.99374009e-01  -1.94380787e-01   1.90292220e-01
   -2.95023257e-03   1.27803380e-01   2.25264022e-01   6.46647275e-02
    1.30490536e-01   2.94830159e-01]
 [ -3.02632312e-02   6.24155939e-02  -1.50980969e-01   3.36866104e-02
   -4.05894188e-02  -1.78467277e-01   9.36388494e-02  -1.18109639e-01
   -2.00748032e-01  -5.52832553e-02]
 [ -3.93652653e-01  -6.62246519e-01  -3.00853426e-01   1.54161390e-01
   -1.50539884e-01   4.07234458e-02   3.64945660e-01  -3.93405354e-02
   -2.80681569e-02  -2.85993391e-02]
 [ -2.87715267e-03  -2.39371974e-01   1.04569387e-02   9.36710433e-02
   -2.52703434e-02  -7.25631252e-02   1.76659211e-01  -1.91158292e-01
    2.00152670e-01   4.04087470e-02]
 [  1.10631211e-01  -2.67048731e-01   3.26729741e-02  -7.11120362e-02
   -7.40694095e-03  -4.89682578e-02   7.82799408e-02   1.18116404e-01
    8.08002239e-02  -1.94116053e-02]
 [ -1.83066548e-01  -1.89532376e-01  -3.05016413e-01  -2.97557559e-02
   -1.98990237e-02   7.12528844e-02  -8.84960885e-02  -3.04253063e-02
    2.59962742e-01  -1.42413900e-01]
 [  3.18117445e-02  -4.30575914e-01   7.72964026e-02  -8.29408005e-03
   -2.01772349e-01  -1.10105630e-01   2.24373261e-01  -1.09672473e-01
   -1.58429669e-04   6.99890823e-02]
 [ -8.11763825e-02  -1.08127605e-01   3.78856248e-03  -1.32680172e-01
   -8.35959981e-02   1.22225779e-02   2.18354856e-01  -1.02566462e-01
   -3.08130208e-03  -1.13765524e-01]
 [ -1.24460516e-01  -2.21496747e-01  -7.04853905e-02   6.75726394e-03
    3.45647684e-01   1.00522336e-01   1.72863383e-01  -1.64217119e-02
   -1.68683114e-01  -2.12030701e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.82732064e-01  -3.47800613e-01   9.52079963e-02   2.15830504e-01
   -1.38688684e-01  -6.46300285e-02   1.02377642e-01  -2.60947365e-01
   -2.73304628e-01  -8.86962512e-02]
 [  9.73760861e-02  -2.05879037e-01  -2.41646913e-02   1.12271290e-01
   -5.61142830e-02  -8.73041685e-02   2.56586161e-01   2.20168015e-03
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 [  4.29425152e-02  -1.04352348e-01  -2.08571210e-01   1.59220362e-01
   -9.02992803e-02   7.93472548e-02  -4.03258502e-02  -1.93203120e-02
   -8.15984246e-02   4.59421379e-03]
 [ -1.15690829e-01  -7.87108795e-02  -1.99809831e-01   1.64973721e-01
   -1.12093280e-02   1.31447642e-01   4.31488864e-03  -2.50014724e-01
    7.82902375e-02  -1.87757143e-01]
 [ -6.01038012e-02  -3.70553076e-02   2.79070622e-01   1.12458458e-01
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    8.48180724e-02   4.95603338e-02]
 [  6.04410123e-02  -1.71873036e-02   8.82001687e-02   8.94461599e-02
    2.93603984e-02  -1.70405566e-02   2.07174203e-01   1.20142543e-01
   -2.53999446e-02  -5.76342029e-02]
 [  1.12176385e-02  -1.39307817e-01  -2.91706227e-01  -4.99140605e-02
    1.02914891e-01  -9.33066052e-02   1.28691468e-01   1.63011129e-01
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 [  5.19662599e-02  -3.20315943e-02  -1.14597313e-01   5.14969654e-02
   -1.31128634e-01   3.19212069e-01   2.66821386e-01   2.04857597e-01
   -1.54476112e-01  -5.39242651e-02]
 [  2.73320809e-04  -1.57507900e-02   1.22108865e-01   1.04682236e-01
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 [  1.14686298e-01   8.09954785e-02  -4.28575613e-02  -9.16390408e-02
   -1.16668223e-01  -3.31850463e-01   1.16882526e-01   8.91247647e-03
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 [ -1.04631925e-01  -5.41352586e-02  -1.65154346e-02   2.00396587e-02
   -1.21184409e-02  -2.03855166e-01  -5.40374047e-02  -2.03939289e-02
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 [ -1.64762971e-01  -1.33173699e-01  -2.04999746e-01  -2.73263118e-02
   -2.83400457e-01   2.48881975e-03   6.55138099e-02  -2.59094358e-02
   -1.46806523e-02   3.45523990e-02]
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   -1.82275117e-01  -3.80299468e-01]
 [ -1.69556123e-02  -4.40490024e-01  -3.07915689e-02  -7.22609670e-02
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    3.06859140e-02  -3.87170729e-01]
 [  9.92642915e-03  -4.98432120e-01  -4.41242808e-02  -1.07956424e-01
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   -3.64976512e-01  -2.21018076e-01]
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   -6.93606626e-02   8.41650082e-02]
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   -9.32184851e-02  -1.41539588e-01]
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   -2.61049081e-01  -3.12999212e-02]
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   -1.63462371e-02  -1.27478605e-01]
 [  1.01649062e-01   2.46483759e-01   1.59761060e-01  -1.05163458e-01
   -6.95161618e-02   5.42394722e-02  -1.45960455e-01   2.81530914e-01
    6.41089270e-02   1.69047439e-01]
 [  3.56763129e-01   3.57661606e-01  -7.93334232e-02   3.19355559e-01
   -9.09184803e-01  -2.89513643e-01  -5.00569623e-01   1.77896923e-01
    3.94283160e-01  -1.64692908e-02]
 [  4.70565034e-02   1.25864317e-01   2.53387799e-01   2.47407580e-01
   -5.52860770e-02  -1.96282936e-01  -1.75405527e-01  -1.33128097e-01
   -1.39663085e-01  -2.90379058e-01]
 [  1.48459317e-02  -9.21763269e-02  -1.22645389e-01  -6.72920284e-02
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 [ -4.84360060e-03  -6.62328551e-02  -6.97838531e-02  -6.13592924e-02
   -1.88017985e-03  -1.75622310e-01   9.66328182e-02   9.06726261e-03
    2.87762163e-02  -5.81253681e-03]
 [  2.97673125e-02   8.67445374e-02   2.43899030e-01   7.40504246e-02
   -2.31753016e-01  -1.36576032e-01   9.58745465e-02   3.93399452e-02
   -1.85934335e-01   1.06075719e-01]
 [  7.53132608e-02   5.16212245e-02   1.08139955e-01   9.96275883e-03
   -2.49267908e-01   6.68044433e-02   4.33097493e-02  -2.70898337e-01
   -1.56957328e-02  -8.54450831e-02]
 [ -4.48682554e-03   1.19793091e-01   8.65866967e-02  -2.37887677e-02
   -7.69008020e-02   1.77520458e-01   7.15004723e-02   1.18670785e-01
   -1.62451386e-02   1.78487617e-01]
 [  2.25564788e-01   9.17258953e-02   2.99307044e-02   8.45209900e-02
    5.75150265e-03  -2.53858010e-02  -1.94835834e-01   1.48615153e-01
   -5.14576554e-02  -1.60115302e-02]
 [  4.75465739e-02   2.64220252e-02   1.86917449e-02   4.71331621e-02
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 [  6.23861761e-02   5.18164428e-01   1.29401560e-01   4.42081311e-01
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 [  1.81484385e-01   5.03643469e-01   6.85907825e-02   4.35631585e-01
   -1.01826291e+00  -8.46512445e-02  -4.41481559e-01   1.51632517e-01
    2.17477487e-01   4.84291712e-01]
 [  2.52496536e-01   3.25719162e-01   2.47090028e-01   1.51759264e-01
   -4.87909433e-01   7.95918684e-02  -2.29756948e-01   1.62544504e-01
    2.43160057e-01   8.20939601e-02]
 [ -7.48234037e-02   2.31035194e-01   2.40730826e-01   1.50463696e-02
   -4.92855599e-02   1.31025749e-01  -1.07785367e-01  -1.53915055e-02
   -3.37271636e-02   4.87489572e-02]
 [ -9.92036150e-02   6.27536619e-03   2.43713521e-02   9.30220634e-02
   -6.08451247e-02   1.15739846e-01   2.39215391e-01   1.99081069e-02
   -2.74794214e-01  -9.31686744e-02]
 [ -2.22138452e-01  -3.58263918e-02  -9.41744067e-02  -3.45550222e-01
    1.85491144e-01   1.19454259e-01   1.09319461e-01   1.03219939e-01
   -2.07670967e-01   3.16819625e-02]
 [  9.27433925e-03  -4.12373675e-01  -1.28105385e-01  -1.62407236e-01
    3.73499338e-01   2.56435652e-02   1.96495993e-01   1.52255377e-01
   -1.66114152e-01  -2.23308586e-01]
 [  1.08423113e-01  -2.35624660e-01  -1.57629093e-01  -2.37878046e-02
   -6.18046174e-02  -4.57241793e-02   1.07719782e-01  -1.54997567e-01
    1.14316729e-01  -1.61325936e-01]
 [ -1.17569246e-01   3.02796028e-02   2.64495961e-01  -4.98340730e-03
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   -1.11364386e-01  -5.90250622e-02]
 [ -3.40666382e-01   1.19318772e-02   1.76754552e-02  -1.53564960e-02
    1.41868089e-01  -1.78368763e-01   1.42632567e-02   2.34848916e-01
   -7.61924191e-02   8.43748560e-02]
 [  1.49312368e-01  -2.65326874e-03  -2.31666742e-01  -7.25054496e-02
    1.04702952e-01  -3.01399107e-01   8.10724093e-02  -1.66530486e-01
    7.46473227e-03  -1.79310940e-01]
 [  2.11588898e-01  -2.12509595e-01   6.45151672e-02  -2.29769045e-02
    1.00631796e-01  -3.73199447e-02   6.12352854e-02  -1.36937048e-01
    1.12915355e-01  -1.77990964e-01]
 [ -1.03768665e-01  -8.22766238e-02   1.22015756e-01   1.10862424e-01
    2.78657481e-02  -1.15238921e-01   2.56573302e-01  -7.81628677e-02
    1.83291210e-01  -8.52304757e-04]
 [ -2.97006216e-02  -2.09898342e-01   1.87654837e-01  -2.88459670e-01
   -1.71500437e-01   1.27392580e-01   1.04387877e-01  -1.21546024e-01
   -2.36844454e-03   1.92477619e-01]]
[[ 0.63976237]
 [ 1.7367374 ]
 [ 0.24753968]
 [ 0.89679232]
 [-2.76646216]
 [-0.2610352 ]
 [-1.73841267]
 [ 0.0898388 ]
 [ 0.70870595]
 [ 0.89940347]]
Progress: 44.5% ... Training loss: 0.269 ... Validation loss: 0.442[[  1.64849174e-01   2.54446710e-01  -1.03560853e-01   1.10297470e-01
   -5.00260423e-01  -7.18342868e-02  -8.17388224e-02   1.20545203e-01
   -5.23654798e-02   2.03049055e-01]
 [  9.92246198e-03   1.34961470e-01  -2.07688424e-02   4.12627320e-02
    9.09619377e-02  -5.31480930e-03   3.27545975e-01   4.05835085e-02
    1.38565589e-01  -3.31824898e-02]
 [  1.97049474e-01   7.82398141e-01   1.15985394e-02  -5.24317263e-02
    7.23538885e-01  -2.10828877e-02  -9.18138887e-01  -4.13185084e-02
    5.23625589e-02   2.84899291e-01]
 [  5.36943459e-02  -3.94826524e-01  -1.93295436e-01   1.94273501e-01
   -1.11559904e-02   1.26736909e-01   2.20639222e-01   6.50336819e-02
    1.33625241e-01   2.98596019e-01]
 [ -3.04589894e-02   6.17332470e-02  -1.51037060e-01   3.36587841e-02
   -4.01123272e-02  -1.78520157e-01   9.45698137e-02  -1.18085312e-01
   -2.00763574e-01  -5.56125035e-02]
 [ -3.93921920e-01  -6.62612644e-01  -3.00956562e-01   1.53769391e-01
   -1.50905908e-01   4.08029297e-02   3.65162108e-01  -3.93736647e-02
   -2.83435438e-02  -2.89054139e-02]
 [ -5.13020117e-03  -2.45495684e-01   9.56666358e-03   9.04704518e-02
   -1.68610947e-02  -7.16772150e-02   1.82276619e-01  -1.91472834e-01
    1.97738094e-01   3.72692513e-02]
 [  1.11323972e-01  -2.65149170e-01   3.29503631e-02  -7.01992770e-02
   -1.00853690e-02  -4.92717481e-02   7.63786106e-02   1.18210203e-01
    8.15554859e-02  -1.84980853e-02]
 [ -1.83302955e-01  -1.90329788e-01  -3.05101142e-01  -3.01218373e-02
   -1.87606553e-02   7.13266003e-02  -8.76211883e-02  -3.04612503e-02
    2.59636885e-01  -1.42852530e-01]
 [  2.86643322e-02  -4.38123811e-01   7.60391779e-02  -1.27318737e-02
   -1.91719600e-01  -1.08880368e-01   2.31235266e-01  -1.10118768e-01
   -3.56697210e-03   6.56566882e-02]
 [ -8.09267856e-02  -1.07406842e-01   3.90229978e-03  -1.32410750e-01
   -8.42519167e-02   1.20855928e-02   2.17612750e-01  -1.02531819e-01
   -2.84909001e-03  -1.13515619e-01]
 [ -1.23628662e-01  -2.20057298e-01  -7.01426544e-02   7.87972322e-03
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   -1.67767342e-01  -2.10918892e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.83202102e-01  -3.48485148e-01   9.50324620e-02   2.15204293e-01
   -1.38352802e-01  -6.44589001e-02   1.03118515e-01  -2.61008848e-01
   -2.73810334e-01  -8.92664677e-02]
 [  9.73451189e-02  -2.05760629e-01  -2.41889636e-02   1.12146893e-01
   -5.59455788e-02  -8.72897246e-02   2.56471183e-01   2.19351022e-03
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 [  4.29996312e-02  -1.04636944e-01  -2.08540606e-01   1.59337779e-01
   -9.05665267e-02   7.93126115e-02  -4.00984638e-02  -1.93084370e-02
   -8.14896218e-02   4.69906589e-03]
 [ -1.15812343e-01  -7.85613156e-02  -1.99856738e-01   1.64853161e-01
   -1.13936096e-02   1.31437698e-01   4.14555071e-03  -2.50010263e-01
    7.81719552e-02  -1.87939339e-01]
 [ -6.14650172e-02  -4.09899574e-02   2.78528876e-01   1.10479988e-01
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    8.33203426e-02   4.76151400e-02]
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 [ -2.96725251e-02  -2.09753422e-01   1.87668728e-01  -2.88453966e-01
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[[ 0.63089619]
 [ 1.72808764]
 [ 0.23987762]
 [ 0.88912398]
 [-2.77097106]
 [-0.26548371]
 [-1.7434187 ]
 [ 0.08468077]
 [ 0.70119284]
 [ 0.89270479]]
Progress: 44.5% ... Training loss: 0.266 ... Validation loss: 0.446[[  1.62198636e-01   2.48908325e-01  -1.04615406e-01   1.06363846e-01
   -4.91876302e-01  -7.06576030e-02  -7.58719755e-02   1.20162371e-01
   -5.52080630e-02   1.99152734e-01]
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 [  1.99477492e-01   7.85778560e-01   1.25648732e-02  -4.90453297e-02
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    5.53340138e-02   2.88505227e-01]
 [  5.40937001e-02  -3.93018506e-01  -1.93219836e-01   1.94855136e-01
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 [ -2.88861678e-02   6.62042945e-02  -1.50320275e-01   3.62105062e-02
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   -1.68125619e-01  -2.11355860e-01]
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   -1.87183408e-01   1.04616255e-01]
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   -2.49740776e-01   6.67825752e-02   4.31688860e-02  -2.70895653e-01
   -1.56933897e-02  -8.54311668e-02]
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   -7.39285986e-02   1.77824654e-01   7.30845559e-02   1.18564488e-01
   -1.70566320e-02   1.77458880e-01]
 [  2.25313302e-01   9.08291419e-02   2.98315009e-02   8.41249310e-02
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   -5.17484166e-02  -1.63954403e-02]
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   -1.11617678e-01  -5.93294227e-02]
 [ -3.39617990e-01   1.44902844e-02   1.80877791e-02  -1.40058047e-02
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 [  1.48498819e-01  -3.98450732e-03  -2.31985898e-01  -7.36812735e-02
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 [ -1.04925049e-01  -8.47414637e-02   1.21561142e-01   1.09126640e-01
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    1.82101427e-01  -2.39212066e-03]
 [ -3.04976580e-02  -2.10492881e-01   1.87341335e-01  -2.89689126e-01
   -1.71301907e-01   1.27751086e-01   1.05554450e-01  -1.21661388e-01
   -3.27285564e-03   1.91354467e-01]]
[[ 0.62363766]
 [ 1.72513906]
 [ 0.23383395]
 [ 0.87981381]
 [-2.7714507 ]
 [-0.2717281 ]
 [-1.75339802]
 [ 0.0772573 ]
 [ 0.69191725]
 [ 0.8851446 ]]
Progress: 44.6% ... Training loss: 0.267 ... Validation loss: 0.452[[  1.64060521e-01   2.51878174e-01  -1.03907647e-01   1.09112607e-01
   -5.00035112e-01  -7.14120844e-02  -7.90154113e-02   1.20400341e-01
   -5.30269435e-02   2.01672722e-01]
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    1.39441776e-01  -3.20918817e-02]
 [  2.02113840e-01   7.90162178e-01   1.35800147e-02  -4.52282351e-02
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    5.84921862e-02   2.92059307e-01]
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   -4.38827366e-03   1.27626900e-01   2.23924404e-01   6.47732269e-02
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   -1.97992302e-01  -5.20465615e-02]
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   -2.94171544e-02  -3.02965449e-02]
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   -2.11502544e-03  -1.12643039e-01]
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   -1.68262371e-01  -2.11574330e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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   -2.74121573e-01  -8.96741689e-02]
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   -8.14271174e-02   4.76808801e-03]
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 [  6.14333860e-02  -1.46350371e-02   8.85762012e-02   9.08868747e-02
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   -2.42145970e-02  -5.61419416e-02]
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 [  5.31030989e-02  -3.01905490e-02  -1.14137616e-01   5.32991998e-02
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 [  3.55258936e-01   3.53655482e-01  -7.99966962e-02   3.17030124e-01
   -9.05097088e-01  -2.88795854e-01  -4.96343809e-01   1.77647811e-01
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 [  4.67482741e-02   1.24754387e-01   2.53288925e-01   2.46942690e-01
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[[ 0.63573611]
 [ 1.73965724]
 [ 0.24490331]
 [ 0.89094556]
 [-2.76200212]
 [-0.26266592]
 [-1.74556784]
 [ 0.08790734]
 [ 0.70347368]
 [ 0.8976173 ]]
Progress: 44.6% ... Training loss: 0.267 ... Validation loss: 0.440[[ 0.16529637  0.25659074 -0.10341817  0.11082733 -0.50436844 -0.07188274
  -0.08305735  0.12057676 -0.05158768  0.20341976]
 [ 0.01073578  0.13649435 -0.02040476  0.04260277  0.08741609 -0.00568037
   0.3256712   0.04070997  0.13960299 -0.03189902]
 [ 0.20305636  0.79160358  0.01390475 -0.04392122  0.70344259 -0.02363162
  -0.92892416 -0.0404915   0.05943907  0.29321391]
 [ 0.05066855 -0.40193323 -0.19450498  0.19035862 -0.00281178  0.12815811
   0.22786681  0.06460367  0.12987309  0.29417913]
 [-0.02773648  0.06956572 -0.1498473   0.03791152 -0.04897485 -0.17968233
   0.0882933  -0.11768511 -0.19734547 -0.0516201 ]
 [-0.39576321 -0.66488397 -0.30170519  0.15112015 -0.14604345  0.04159967
   0.36769454 -0.03964927 -0.03044447 -0.03154181]
 [-0.00247599 -0.24005347  0.01065045  0.09440393 -0.02882767 -0.07270361
   0.17698264 -0.19110126  0.20083589  0.04077247]
 [ 0.11157097 -0.26675949  0.03296702 -0.06997232 -0.01324431 -0.04935033
   0.07764424  0.1182205   0.08210756 -0.01818945]
 [-0.18318006 -0.1912141  -0.30508031 -0.02986719 -0.02111554  0.07124415
  -0.08778104 -0.03046391  0.25969438 -0.14275532]
 [ 0.02944467 -0.43705487  0.07630332 -0.0118227  -0.20023107 -0.10918712
   0.22951303 -0.11004879 -0.00238385  0.06652404]
 [-0.07993002 -0.10574685  0.00419232 -0.13117503 -0.08827922  0.01174632
   0.21567375 -0.10242312 -0.00183795 -0.11235958]
 [-0.12422294 -0.22210998 -0.07032417  0.00750066  0.34267486  0.10042502
   0.17355638 -0.01637494 -0.16835517 -0.21166961]
 [-0.15829667  0.00261609  0.06128441  0.01994805 -0.16962416 -0.21908734
  -0.1752815  -0.19719916  0.08519094  0.1719274 ]
 [-0.28348496 -0.34881972  0.094897    0.21474388 -0.13829236 -0.06432703
   0.10351274 -0.2610591  -0.27418603 -0.08974752]
 [ 0.09628551 -0.20686685 -0.02459379  0.1106852  -0.05210255 -0.08685005
   0.25767081  0.00204466  0.02114155 -0.00357229]
 [ 0.04365724 -0.10292228 -0.20828871  0.16019853 -0.09228274  0.07904627
  -0.0420144  -0.0192256  -0.08075007  0.00559574]
 [-0.1162179  -0.08014915 -0.19998813  0.1644778  -0.01147396  0.13165696
   0.00588582 -0.25006528  0.07783489 -0.18856484]
 [-0.060861   -0.04059893  0.27876349  0.11123441  0.08809055 -0.06455979
  -0.12920731  0.12137549  0.08394968  0.04815583]
 [ 0.06167305 -0.01369964  0.08867849  0.09127882  0.02429189 -0.01758562
   0.20356942  0.1203018  -0.02392826 -0.05570918]
 [ 0.0097539  -0.14440406 -0.29235815 -0.05242419  0.10858268 -0.09262112
   0.13292838  0.16277358  0.10729189 -0.0308072 ]
 [ 0.05273388 -0.03128438 -0.11428482  0.05274208 -0.13517393  0.31882475
   0.2659797   0.20496584 -0.15345082 -0.05280822]
 [ 0.00138198 -0.01296176  0.12255623  0.10635158  0.01133262  0.10565089
  -0.09649173 -0.04192896  0.21571503  0.08139485]
 [ 0.11616031  0.08414629 -0.0423333  -0.0896119  -0.12120081 -0.33248204
   0.11321179  0.00909431  0.1498707   0.09726405]
 [-0.10526722 -0.0565758  -0.01676624  0.01921252 -0.01185823 -0.20364046
  -0.05214522 -0.02048124  0.0153461   0.12355957]
 [-0.16571638 -0.13496433 -0.20534457 -0.02862887 -0.28196439  0.00288897
   0.06772722 -0.02604401 -0.01571773  0.03315421]
 [-0.03171528 -0.1341752  -0.07542104 -0.12751284  0.5313766   0.27595249
   0.60092199  0.11291185 -0.18251465 -0.38054191]
 [-0.0169739  -0.44063818 -0.03081514 -0.07227827  0.6566206   0.10013906
   0.56702052  0.09139675  0.03063014 -0.38719988]
 [ 0.0100089  -0.49903239 -0.0441031  -0.10787188  0.67817581  0.02326807
   0.53579436  0.04844039 -0.36487577 -0.22090573]
 [-0.17452506 -0.63850948 -0.01063959 -0.20556677  0.77851252 -0.09054472
   0.66106069 -0.08329998 -0.06933395  0.08427905]
 [-0.3025428  -0.46251334  0.05359458 -0.05330858  0.92596741  0.1435322
   0.47424211  0.0469866  -0.09320499 -0.14139157]
 [-0.21133332 -0.34454972  0.25006277 -0.24713919  0.67793747 -0.04352504
   0.72683614  0.01256236 -0.26070383 -0.03085888]
 [-0.13892151 -0.25188615 -0.18402105 -0.11122294  0.51482543 -0.22732851
   0.20627499  0.16788511 -0.01671786 -0.1279879 ]
 [ 0.10141978  0.24702683  0.15966833 -0.10550691 -0.07029568  0.05433382
  -0.14618438  0.2814918   0.06385589  0.16863965]
 [ 0.35559274  0.35449484 -0.07987683  0.31747298 -0.90632194 -0.28891342
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 [ 0.04660586  0.12458548  0.25324041  0.2467621  -0.05371441 -0.19609937
  -0.17412709 -0.13318739 -0.14012255 -0.2910061 ]
 [ 0.01623964 -0.08921164 -0.12214586 -0.06531126  0.24241352  0.04281913
   0.00773489 -0.18586986  0.02422975  0.19612961]
 [-0.00570471 -0.06845885 -0.07012453 -0.06264901  0.00125886 -0.17526544
   0.09861314  0.0089468   0.02779851 -0.007044  ]
 [ 0.0296775   0.08734739  0.2438721   0.07391682 -0.2323725  -0.1365846
   0.09520283  0.03931975 -0.18604896  0.10598998]
 [ 0.0751881   0.05168976  0.10808644  0.00975565 -0.24906872  0.06682848
   0.0434057  -0.27091307 -0.01583853 -0.08562401]
 [-0.00575315  0.11684192  0.08608894 -0.02559471 -0.07227589  0.17803498
   0.07437888  0.11848324 -0.01765708  0.17670004]
 [ 0.22561235  0.09149776  0.02996056  0.0846159   0.00555906 -0.02543017
  -0.19467991  0.14861524 -0.05138145 -0.01594906]
 [ 0.04841685  0.02826688  0.01903516  0.04841127 -0.4453953  -0.12535356
  -0.23120309  0.04151867  0.12400075  0.19864678]
 [ 0.0612861   0.51551161  0.12901002  0.44066734 -1.2434672  -0.30600625
  -0.59148298 -0.07064061  0.30342423  0.34769959]
 [ 0.18223097  0.5051977   0.06889727  0.43668048 -1.02179851 -0.08493705
  -0.4427487   0.15173512  0.2184383   0.48518485]
 [ 0.25223617  0.32501604  0.2469685   0.15132135 -0.48663478  0.07973298
  -0.22907939  0.16250399  0.2428907   0.08166618]
 [-0.073162    0.235089    0.24136786  0.01745012 -0.05629288  0.1303312
  -0.1119104  -0.01516724 -0.03184042  0.05107681]
 [-0.09918901  0.00647676  0.02439237  0.09313372 -0.06145604  0.11571267
   0.23895177  0.01992353 -0.27464167 -0.09306327]
 [-0.2222529  -0.03623091 -0.09421958 -0.34573131  0.18582481  0.11950821
   0.10960143  0.10320412 -0.20782893  0.03151297]
 [ 0.00943904 -0.41231587 -0.12804929 -0.16219296  0.37253274  0.02557747
   0.19608534  0.15227954 -0.16596312 -0.22305041]
 [ 0.10744969 -0.23880692 -0.15809752 -0.0250713  -0.06294585 -0.04531247
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 [-0.11713777  0.03038303  0.26467417 -0.00428346  0.16596917  0.07923116
   0.06665478 -0.29725758 -0.11080363 -0.05842163]
 [-0.33767476  0.01858569  0.01881289 -0.01127538  0.13063794 -0.17952988
   0.00768515  0.23523869 -0.07301788  0.08817796]
 [ 0.14688857 -0.00846543 -0.23258385 -0.0759044   0.11389525 -0.30048559
   0.08618198 -0.16686156  0.00475071 -0.18273074]
 [ 0.21214237 -0.21263358  0.06473546 -0.02227592  0.09962124 -0.03752803
   0.06074225 -0.13685905  0.11350259 -0.1773172 ]
 [-0.10481323 -0.08428391  0.12161375  0.10949946  0.030035   -0.11478998
   0.25843048 -0.07832029  0.18223004 -0.00223499]
 [-0.03011856 -0.21024131  0.18747832 -0.28917638 -0.17390905  0.12759748
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[[ 0.63629411]
 [ 1.74159441]
 [ 0.24685559]
 [ 0.89092207]
 [-2.76073293]
 [-0.26260487]
 [-1.74700974]
 [ 0.08693144]
 [ 0.70325201]
 [ 0.89804706]]
Progress: 44.7% ... Training loss: 0.268 ... Validation loss: 0.439[[  1.67126773e-01   2.61366508e-01  -1.02796161e-01   1.13113513e-01
   -5.09603558e-01  -7.26030895e-02  -8.78329675e-02   1.20816502e-01
   -4.94703267e-02   2.05855194e-01]
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    1.38903909e-01  -3.29613523e-02]
 [  2.00583743e-01   7.86751753e-01   1.28753100e-02  -4.74872512e-02
    7.13396867e-01  -2.25971735e-02  -9.24151205e-01  -4.08585597e-02
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 [  4.90987130e-02  -4.07780105e-01  -1.95071377e-01   1.88429559e-01
    3.53920816e-03   1.28818736e-01   2.32904962e-01   6.44005345e-02
    1.28403309e-01   2.92243710e-01]
 [ -2.82117061e-02   6.94820103e-02  -1.49975516e-01   3.75251586e-02
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   -1.97894627e-01  -5.25876620e-02]
 [ -3.94542819e-01  -6.62127081e-01  -3.01282649e-01   1.52594499e-01
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   -1.67529008e-01  -2.10611125e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
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   -1.85502733e-01   1.06670131e-01]
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   -1.62650261e-02  -8.61716009e-02]
 [ -5.73245475e-03   1.17045012e-01   8.60625607e-02  -2.56161069e-02
   -7.24732928e-02   1.78023012e-01   7.41887185e-02   1.18475777e-01
   -1.77216812e-02   1.76630965e-01]
 [  2.25885679e-01   9.22080112e-02   3.00668665e-02   8.49818400e-02
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   -5.10820221e-02  -1.55623362e-02]
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 [  1.08972801e-01  -2.35916534e-01  -1.57531790e-01  -2.29285013e-02
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   -1.11971871e-01  -6.00673930e-02]
 [ -3.36887733e-01   2.11062095e-02   1.90784546e-02  -1.03766941e-02
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 [  1.47127511e-01  -8.00155454e-03  -2.32553791e-01  -7.57308105e-02
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 [  2.11954266e-01  -2.12713851e-01   6.46835551e-02  -2.23711548e-02
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 [ -1.04775283e-01  -8.45323680e-02   1.21621695e-01   1.09522449e-01
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    1.82263323e-01  -2.16323225e-03]
 [ -2.99409336e-02  -2.10605754e-01   1.87553855e-01  -2.88875006e-01
   -1.75024890e-01   1.27524195e-01   1.05466759e-01  -1.21563396e-01
   -2.55189089e-03   1.92212384e-01]]
[[ 0.63952162]
 [ 1.74271488]
 [ 0.24967502]
 [ 0.89537185]
 [-2.76232297]
 [-0.25995077]
 [-1.74082894]
 [ 0.09215018]
 [ 0.70757134]
 [ 0.90187772]]
Progress: 44.8% ... Training loss: 0.270 ... Validation loss: 0.440[[  1.64894503e-01   2.57012244e-01  -1.03661183e-01   1.09851701e-01
   -5.00015458e-01  -7.16603147e-02  -8.29135459e-02   1.20494641e-01
   -5.19600932e-02   2.02855179e-01]
 [  9.96536940e-03   1.34163216e-01  -2.07081442e-02   4.16018577e-02
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    1.38988780e-01  -3.28472906e-02]
 [  2.01658790e-01   7.87720478e-01   1.33758149e-02  -4.58858781e-02
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    5.80162750e-02   2.91355844e-01]
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   -6.33925368e-03   1.27559149e-01   2.24377727e-01   6.48370440e-02
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 [ -2.95607935e-02   6.54496672e-02  -1.50426485e-01   3.57277739e-02
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   -2.94664721e-02  -3.06424962e-02]
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   -1.67294337e-01  -2.10304215e-01]
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   -2.74470116e-01  -9.01267233e-02]
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   -2.41232255e-02  -5.59283611e-02]
 [  1.02070494e-02  -1.42888781e-01  -2.92166630e-01  -5.16317005e-02
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[[ 0.63232497]
 [ 1.73656552]
 [ 0.24110397]
 [ 0.88729112]
 [-2.76937418]
 [-0.26675114]
 [-1.75172157]
 [ 0.086187  ]
 [ 0.70062938]
 [ 0.89391591]]
Progress: 44.8% ... Training loss: 0.266 ... Validation loss: 0.442[[  1.65333824e-01   2.58033771e-01  -1.03524893e-01   1.10592342e-01
   -5.01206144e-01  -7.18215150e-02  -8.40474118e-02   1.20565240e-01
   -5.13864728e-02   2.03320665e-01]
 [  9.97931462e-03   1.33956031e-01  -2.06839186e-02   4.16879233e-02
    9.10271895e-02  -5.38174873e-03   3.28308891e-01   4.06089767e-02
    1.39023268e-01  -3.28085577e-02]
 [  2.01537284e-01   7.87509460e-01   1.33348102e-02  -4.60582776e-02
    7.11779105e-01  -2.29699734e-02  -9.25977353e-01  -4.06983668e-02
    5.80585765e-02   2.91248125e-01]
 [  5.31209696e-02  -3.99200047e-01  -1.93679555e-01   1.94096875e-01
   -8.31708257e-03   1.27285917e-01   2.23716204e-01   6.49241652e-02
    1.32508850e-01   2.98243914e-01]
 [ -2.55384141e-02   7.59871654e-02  -1.48938035e-01   4.15988763e-02
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   -1.94636320e-01  -4.86373066e-02]
 [ -3.93807579e-01  -6.60099151e-01  -3.01040558e-01   1.53517625e-01
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   -2.83177157e-02  -2.93497188e-02]
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   -2.72592660e-02   7.05371172e-02  -9.09765789e-02  -3.02254882e-02
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   -1.75387944e-03  -1.12532176e-01]
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   -1.67567516e-01  -2.10452361e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
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   -5.38537278e-02  -8.70474661e-02   2.56855434e-01   2.10043912e-03
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 [  4.43764168e-02  -1.00728480e-01  -2.08065985e-01   1.61014227e-01
   -9.48021174e-02   7.87553906e-02  -4.43460559e-02  -1.91316235e-02
   -7.99012307e-02   6.18908534e-03]
 [ -1.17836624e-01  -8.42418974e-02  -2.00627520e-01   1.62233931e-01
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 [ -6.12163614e-02  -4.17937426e-02   2.78607407e-01   1.10855613e-01
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 [  6.14502768e-02  -1.40015525e-02   8.86010160e-02   9.10047500e-02
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   -2.41036996e-02  -5.60209495e-02]
 [  1.03627798e-02  -1.42374491e-01  -2.92102552e-01  -5.14073031e-02
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 [  5.17730617e-02  -3.49249509e-02  -1.14682451e-01   5.12802013e-02
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   -1.82537617e-01  -3.80659896e-01]
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 [  1.03944247e-02  -4.98514591e-01  -4.39528835e-02  -1.07317738e-01
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 [  3.57334939e-01   3.58629748e-01  -7.92847318e-02   3.19695493e-01
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 [  4.57565131e-02   1.22546940e-01   2.52884311e-01   2.45459121e-01
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 [  1.51023820e-02  -9.27004843e-02  -1.22593965e-01  -6.69148787e-02
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 [  3.01466549e-02   8.85211245e-02   2.44043927e-01   7.45752237e-02
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   -5.16394210e-02  -1.63180949e-02]
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 [  1.08205764e-01  -2.37426003e-01  -1.57833803e-01  -2.39414641e-02
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 [ -3.37296061e-01   1.94886956e-02   1.88898479e-02  -1.11337855e-02
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    1.81470180e-01  -3.13214251e-03]
 [ -2.84898109e-02  -2.06030033e-01   1.88081064e-01  -2.86921275e-01
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   -8.33149081e-04   1.94221799e-01]]
[[ 0.63821529]
 [ 1.74121883]
 [ 0.24457821]
 [ 0.89203602]
 [-2.76697783]
 [-0.26239115]
 [-1.74575471]
 [ 0.09151865]
 [ 0.70567931]
 [ 0.90021606]]
Progress: 44.9% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.16423982  0.25624653 -0.10394336  0.10905121 -0.49751795 -0.07136289
  -0.08175182  0.12039798 -0.05260744  0.20193434]
 [ 0.0093983   0.1327553  -0.0209079   0.04090578  0.09349057 -0.00514475
   0.32956901  0.04052631  0.13836897 -0.03352386]
 [ 0.20123821  0.78799351  0.01319314 -0.04684925  0.71694289 -0.02284584
  -0.9257287  -0.0407852   0.05747774  0.29060309]
 [ 0.05816    -0.38858658 -0.19176581  0.20122419 -0.02602612  0.12520207
   0.21245776  0.06564818  0.13808761  0.30549341]
 [-0.02615069  0.07614883 -0.14921698  0.04064833 -0.05880763 -0.18051774
   0.08403623 -0.11733726 -0.19548373 -0.04957869]
 [-0.39520344 -0.66339393 -0.30157755  0.15168344 -0.1519257   0.04136711
   0.36632324 -0.03959586 -0.02985978 -0.03127442]
 [-0.00605811 -0.24864224  0.00919823  0.0895262  -0.01663583 -0.07121715
   0.18494386 -0.1915879   0.19697017  0.03639975]
 [ 0.11003399 -0.27067434  0.03234675 -0.07217039 -0.00780658 -0.04871063
   0.08141708  0.11798779  0.08062561 -0.02043985]
 [-0.18101722 -0.18792257 -0.30430237 -0.02677823 -0.02966642  0.07032683
  -0.09144983 -0.03015163  0.26193314 -0.13977653]
 [ 0.02677217 -0.44203553  0.07520795 -0.01568072 -0.19638429 -0.1081133
   0.23441972 -0.11046303 -0.00511422  0.06288542]
 [-0.08039559 -0.10885438  0.00391509 -0.13198112 -0.08604371  0.01196072
   0.21880784 -0.10248123 -0.00239078 -0.11329695]
 [-0.12348137 -0.22174383 -0.07011848  0.00874124  0.33978899  0.10011307
   0.17220956 -0.01625625 -0.16759618 -0.21047056]
 [-0.15829667  0.00261609  0.06128441  0.01994805 -0.16962416 -0.21908734
  -0.1752815  -0.19719916  0.08519094  0.1719274 ]
 [-0.28429977 -0.35002425  0.0945616   0.21368094 -0.13786638 -0.06395603
   0.10513552 -0.26118985 -0.27519954 -0.0910789 ]
 [ 0.09665465 -0.20641353 -0.02448714  0.11109637 -0.05380767 -0.08702429
   0.25705961  0.00209372  0.02158631 -0.00293007]
 [ 0.04399556 -0.10167088 -0.20822177  0.16044154 -0.09426297  0.0788756
  -0.04343145 -0.01918175 -0.08032343  0.00566958]
 [-0.11906021 -0.08706141 -0.20109514  0.16054046 -0.00178743  0.13278034
   0.01252533 -0.25043538  0.07468395 -0.19248753]
 [-0.06166203 -0.04320876  0.27840202  0.11023191  0.09125466 -0.06414635
  -0.12650005  0.12123974  0.0830967   0.04755643]
 [ 0.06161736 -0.01290557  0.08866012  0.09112964  0.02435974 -0.01759749
   0.20267416  0.12029087 -0.02398377 -0.05589463]
 [ 0.00974461 -0.1436519  -0.29235448 -0.05232915  0.10618982 -0.09264231
   0.13192439  0.16276218  0.1072211  -0.03080461]
 [ 0.05198583 -0.03459806 -0.11459062  0.05157821 -0.13114293  0.31915873
   0.26894295  0.20485501 -0.15430783 -0.05406014]
 [ 0.00198903 -0.01179166  0.12280855  0.10723141  0.01015405  0.10542441
  -0.0974597  -0.04182835  0.21665041  0.08240355]
 [ 0.11738431  0.08606549 -0.04191477 -0.08786939 -0.12578254 -0.33298124
   0.11097092  0.00926831  0.15107809  0.09895656]
 [-0.1051728  -0.05676792 -0.01673763  0.01940165 -0.01394272 -0.20370031
  -0.05186553 -0.02046969  0.01561737  0.12371874]
 [-0.16547464 -0.1347942  -0.20526011 -0.02829727 -0.28222044  0.00278696
   0.06734501 -0.02600698 -0.01552665  0.03348907]
 [-0.03202787 -0.13529165 -0.07551946 -0.1278746   0.53279208  0.2760446
   0.60206897  0.11287338 -0.1828094  -0.38100182]
 [-0.01682267 -0.44157835 -0.03077745 -0.07202793  0.65575208  0.10006309
   0.56752928  0.09142536  0.03078234 -0.3870324 ]
 [ 0.0105182  -0.49829298 -0.04390303 -0.10713822  0.6760516   0.0230457
   0.5348865   0.04851662 -0.36426211 -0.22017066]
 [-0.17524089 -0.64073333 -0.0108951  -0.20648051  0.78104936 -0.09029379
   0.66309385 -0.08338966 -0.07011423  0.08342719]
 [-0.30395946 -0.46615673  0.05307079 -0.05522442  0.93164722  0.14410379
   0.47795626  0.04680345 -0.09470263 -0.14320858]
 [-0.21190273 -0.3461685   0.24983866 -0.24795238  0.68005431 -0.04328659
   0.72822089  0.01248179 -0.26136526 -0.0316225 ]
 [-0.1383572  -0.25150903 -0.18382361 -0.11040469  0.51266639 -0.22755256
   0.20552004  0.16796985 -0.01605906 -0.12710467]
 [ 0.10308251  0.25268367  0.16028411 -0.10307455 -0.07826403  0.05362892
  -0.15153889  0.28169986  0.06569751  0.17089722]
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   0.095706    0.03924976 -0.18651029  0.10534928]
 [ 0.07452557  0.05008876  0.10784614  0.00879929 -0.24610434  0.06709283
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  -0.19430317  0.148552   -0.05184272 -0.01653831]
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  -0.23232     0.04159238  0.12455424  0.19937645]
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  -0.58735817 -0.07075794  0.30248639  0.34646865]
 [ 0.18062185  0.50211805  0.06823144  0.43424262 -1.01702632 -0.08428279
  -0.43894523  0.15150193  0.21657893  0.48262496]
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 [-0.07232227  0.23733318  0.2416645   0.01856472 -0.05994415  0.13001205
  -0.11426837 -0.01506467 -0.03096619  0.05213557]
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   0.23954768  0.01988722 -0.27492332 -0.09341393]
 [-0.22257144 -0.03718631 -0.09433619 -0.34606956  0.18670083  0.11960192
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 [ 0.00858628 -0.4151003  -0.12839238 -0.16341957  0.37584802  0.02593293
   0.19852772  0.15215667 -0.1669655  -0.22424641]
 [ 0.10694765 -0.24012029 -0.15832715 -0.02563938 -0.06464392 -0.04502938
   0.11201876 -0.15527922  0.11298522 -0.1633145 ]
 [-0.11889214  0.02430569  0.26400702 -0.00633955  0.1729211   0.07988958
   0.07255757 -0.29746826 -0.11238013 -0.06050241]
 [-0.33740042  0.01936024  0.01888697 -0.01119243  0.13026139 -0.17965126
   0.0069021   0.23524288 -0.07282365  0.08789213]
 [ 0.14676271 -0.00970893 -0.2327727  -0.07633167  0.11624842 -0.30051248
   0.0860736  -0.16689055  0.00433467 -0.18299761]
 [ 0.2125167  -0.21141489  0.06488424 -0.02164733  0.09746596 -0.03767611
   0.05930865 -0.13678174  0.11379153 -0.17675018]
 [-0.10660917 -0.08846731  0.12091545  0.10685632  0.03639051 -0.11401462
   0.26275372 -0.07857708  0.18023044 -0.00467132]
 [-0.0289855  -0.207139    0.18787251 -0.28761687 -0.18214332  0.12715323
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[[ 0.63012257]
 [ 1.73237461]
 [ 0.23384414]
 [ 0.88246268]
 [-2.77372895]
 [-0.26956941]
 [-1.75589058]
 [ 0.08415199]
 [ 0.69779729]
 [ 0.8924432 ]]
Progress: 44.9% ... Training loss: 0.266 ... Validation loss: 0.446[[  1.66272184e-01   2.60756492e-01  -1.03154185e-01   1.12008333e-01
   -5.04722088e-01  -7.22378652e-02  -8.63721798e-02   1.20692524e-01
   -5.01827307e-02   2.05052800e-01]
 [  9.39829654e-03   1.32755298e-01  -2.09079043e-02   4.09057750e-02
    9.34905722e-02  -5.14474746e-03   3.29569011e-01   4.05263099e-02
    1.38368972e-01  -3.35238566e-02]
 [  2.02253590e-01   7.93590540e-01   1.36100011e-02  -4.51962618e-02
    7.11879289e-01  -2.32758551e-02  -9.30551114e-01  -4.06405578e-02
    5.86668740e-02   2.92270583e-01]
 [  5.60802639e-02  -3.95400050e-01  -1.92562851e-01   1.98204041e-01
   -1.42666578e-02   1.26091303e-01   2.19155527e-01   6.53934382e-02
    1.35937763e-01   3.02762141e-01]
 [ -2.26409600e-02   8.72916441e-02  -1.47919216e-01   4.57585720e-02
   -7.56757343e-02  -1.82058081e-01   7.30164048e-02  -1.16864514e-01
   -1.91645147e-01  -4.44591822e-02]
 [ -3.94113498e-01  -6.62064865e-01  -3.01177104e-01   1.53106065e-01
   -1.56551091e-01   4.09089695e-02   3.64485148e-01  -3.94462830e-02
   -2.87151382e-02  -2.98396452e-02]
 [ -5.21285428e-03  -2.46773707e-01   9.51912009e-03   9.07913264e-02
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   -1.25942367e-02  -4.91800808e-02   7.89353050e-02   1.18150659e-01
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   -1.66696684e-01  -2.09292117e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.83977352e-01  -3.49658626e-01   9.46336522e-02   2.13863963e-01
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   -2.75014338e-01  -9.07794634e-02]
 [  9.73913849e-02  -2.05558404e-01  -2.42187118e-02   1.12106142e-01
   -5.64881111e-02  -8.73335236e-02   2.55989211e-01   2.19285768e-03
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 [  4.40074491e-02  -1.01539057e-01  -2.08210335e-01   1.60476497e-01
   -9.45018705e-02   7.88719051e-02  -4.34831662e-02  -1.91809199e-02
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 [ -1.18533849e-01  -8.59780027e-02  -2.00907154e-01   1.61258436e-01
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 [ -6.21108120e-02  -4.44076102e-02   2.78236362e-01   1.09656271e-01
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 [  6.24599941e-02  -1.08276864e-02   8.89874635e-02   9.23598720e-02
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   -2.30299403e-02  -5.46507935e-02]
 [  9.07839063e-03  -1.45345091e-01  -2.92615744e-01  -5.32891860e-02
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 [  5.32379776e-02  -3.12848718e-02  -1.14093141e-01   5.35785394e-02
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 [  2.94693354e-03  -9.26957790e-03   1.23170632e-01   1.08602085e-01
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 [  1.17266142e-01   8.55600274e-02  -4.19540755e-02  -8.80886935e-02
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   -1.82377986e-01  -3.80532590e-01]
 [ -1.68324499e-02  -4.41781197e-01  -3.07748295e-02  -7.20521337e-02
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 [  1.01443117e-02  -4.99623424e-01  -4.40467323e-02  -1.07670300e-01
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   -3.64680390e-01  -2.20710966e-01]
 [ -1.75143101e-01  -6.40532574e-01  -1.08677882e-02  -2.06358827e-01
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   -9.42997910e-02  -1.42709534e-01]
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   -2.61324036e-01  -3.15713730e-02]
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 [  3.58240787e-01   3.60746893e-01  -7.89091720e-02   3.21017520e-01
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 [  4.58425259e-02   1.22642530e-01   2.52911450e-01   2.45586911e-01
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   -1.41001509e-01  -2.92234309e-01]
 [  1.57508301e-02  -9.13840452e-02  -1.22353338e-01  -6.59854180e-02
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   -6.58315664e-03  -1.75944916e-01   9.36062655e-02   9.17214815e-03
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 [  2.90904383e-02   8.63638225e-02   2.43641936e-01   7.29608403e-02
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   -1.86729056e-01   1.05067063e-01]
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   -1.57237882e-02  -8.54390475e-02]
 [ -4.77195705e-03   1.19917422e-01   8.63913362e-02  -2.43250610e-02
   -7.69139044e-02   1.77622727e-01   7.08988385e-02   1.18579738e-01
   -1.67048261e-02   1.77870157e-01]
 [  2.26067571e-01   9.28962783e-02   3.01207385e-02   8.51547765e-02
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   -5.10006778e-02  -1.53844167e-02]
 [  4.90254639e-02   2.98836934e-02   1.92505029e-02   4.91840593e-02
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 [  2.52928195e-01   3.27543487e-01   2.47285243e-01   1.52488230e-01
   -4.90909172e-01   7.94083764e-02  -2.31523103e-01   1.62621124e-01
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 [  8.56540261e-03  -4.15206417e-01  -1.28406001e-01  -1.63459003e-01
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   -1.67001101e-01  -2.24285732e-01]
 [  1.08449106e-01  -2.36663308e-01  -1.57774018e-01  -2.33296421e-02
   -7.30876585e-02  -4.57000979e-02   1.08641969e-01  -1.55073192e-01
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 [ -1.18702219e-01   2.43268195e-02   2.64089821e-01  -6.02427845e-03
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   -1.12107478e-01  -6.02982903e-02]
 [ -3.37545383e-01   1.86206360e-02   1.88700173e-02  -1.12611882e-02
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   -7.28757576e-02   8.78240667e-02]
 [  1.47663856e-01  -7.52828275e-03  -2.32382464e-01  -7.48591133e-02
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 [ -1.06464027e-01  -8.79871831e-02   1.20963009e-01   1.07060968e-01
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    1.80364529e-01  -4.50248288e-03]
 [ -2.79521672e-02  -2.04323313e-01   1.88232358e-01  -2.86320434e-01
   -1.87173005e-01   1.26761547e-01   9.96847382e-02  -1.21332700e-01
   -3.08432535e-04   1.94953989e-01]]
[[ 0.64520756]
 [ 1.74518501]
 [ 0.24670565]
 [ 0.89719456]
 [-2.76122137]
 [-0.25640972]
 [-1.73968471]
 [ 0.09618724]
 [ 0.71147762]
 [ 0.90573518]]
Progress: 45.0% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.16496452  0.25793831 -0.10371991  0.11000339 -0.4990255  -0.07164054
  -0.08282277  0.12048618 -0.05167117  0.20346885]
 [ 0.00864339  0.13065048 -0.02119885  0.03979292  0.09687973 -0.00483031
   0.33185775  0.04040625  0.13757448 -0.03455672]
 [ 0.19996443  0.78754609  0.0127337  -0.04836847  0.72220177 -0.0224513
  -0.92440916 -0.04096615  0.05623723  0.28941655]
 [ 0.05405717 -0.40329811 -0.19323424  0.19556745 -0.00297996  0.12689572
   0.22579328  0.06510643  0.13396277  0.30079615]
 [-0.02410234  0.08404699 -0.14840075  0.04395628 -0.06875847 -0.18164141
   0.07762928 -0.11707481 -0.19308287 -0.04612505]
 [-0.3937025  -0.6611308  -0.30107677  0.153545   -0.15764384  0.04080619
   0.36366748 -0.03939597 -0.02835601 -0.02938781]
 [-0.00671066 -0.25027787  0.00895418  0.08882152 -0.01679181 -0.07099483
   0.18724222 -0.19171903  0.1965415   0.0357864 ]
 [ 0.109245   -0.27287659  0.03202313 -0.0731438  -0.00533538 -0.04844558
   0.08389716  0.11789094  0.07991064 -0.02121747]
 [-0.18170283 -0.1910887  -0.3045128  -0.02765702 -0.03058715  0.07046956
  -0.0885525  -0.03026229  0.26135674 -0.14054415]
 [ 0.02779089 -0.44013701  0.07550326 -0.01431581 -0.20508732 -0.10859363
   0.23273691 -0.11038701 -0.00379062  0.0646121 ]
 [-0.08279219 -0.11706471  0.00306856 -0.13515829 -0.0782971   0.01284721
   0.22694846 -0.10279998 -0.00479905 -0.11647309]
 [-0.12272971 -0.22017292 -0.06984458  0.00985817  0.33642175  0.0997761
   0.17077178 -0.01615227 -0.16672778 -0.20929307]
 [-0.15829667  0.00261609  0.06128441  0.01994805 -0.16962416 -0.21908734
  -0.1752815  -0.19719916  0.08519094  0.1719274 ]
 [-0.2843441  -0.34998157  0.09447411  0.2133236  -0.13815159 -0.06387325
   0.10524108 -0.26122091 -0.27549508 -0.09140664]
 [ 0.09787143 -0.20448091 -0.02407088  0.11268995 -0.05727063 -0.08747801
   0.25490129  0.0022632   0.02295875 -0.0012994 ]
 [ 0.04313252 -0.10354048 -0.20854142  0.159279   -0.09210638  0.07921323
  -0.04146476 -0.019311   -0.08130754  0.00452099]
 [-0.11820502 -0.08516187 -0.20078316  0.16171416 -0.00539983  0.13242721
   0.01047998 -0.25034032  0.07561095 -0.19137676]
 [-0.06272441 -0.04611691  0.27800834  0.10890873  0.0944197  -0.06372897
  -0.12273691  0.1210885   0.08221948  0.04628256]
 [ 0.06221484 -0.01129598  0.08890825  0.09206168  0.02109323 -0.0178742
   0.20090545  0.12038227 -0.02324762 -0.05487344]
 [ 0.00872539 -0.14603645 -0.29277238 -0.05384703  0.10998019 -0.09219774
   0.13425222  0.1626206   0.10606263 -0.03225182]
 [ 0.05187071 -0.03495153 -0.1146409   0.05156863 -0.13079215  0.31912859
   0.2694183   0.20483989 -0.15434228 -0.05400618]
 [ 0.00296806 -0.00949631  0.12316883  0.10862175  0.00638732  0.10503872
  -0.09953985 -0.04170091  0.21774517  0.0838403 ]
 [ 0.11588936  0.08184419 -0.04245552 -0.08999917 -0.121289   -0.33244342
   0.11518276  0.00905497  0.1494878   0.09703249]
 [-0.10575568 -0.0589256  -0.01692703  0.01868488 -0.01429687 -0.20352902
  -0.04986663 -0.02055426  0.0151304   0.12295477]
 [-0.1645674  -0.13342013 -0.20487494 -0.02686518 -0.28575245  0.00236405
   0.06556827 -0.02586296 -0.01444621  0.03484921]
 [-0.03170128 -0.13506367 -0.07537969 -0.12737829  0.5312537   0.27588834
   0.60185713  0.11292595 -0.18240353 -0.38054114]
 [-0.01685931 -0.44191827 -0.03078775 -0.0721051   0.6558941   0.10008987
   0.56779094  0.09141771  0.03073863 -0.38711702]
 [ 0.01019212 -0.49973786 -0.04402906 -0.10759812  0.67714242  0.0231893
   0.53605604  0.04847789 -0.36463455 -0.22063992]
 [-0.17505095 -0.64044327 -0.01082608 -0.20619695  0.78039061 -0.09037508
   0.6626338  -0.08336171 -0.06991018  0.08371485]
 [-0.30373734 -0.46582948  0.05319075 -0.05472471  0.93016426  0.14395348
   0.47761294  0.04684991 -0.09431457 -0.14272898]
 [-0.21213283 -0.34670955  0.24975142 -0.24827705  0.68101278 -0.0431968
   0.72879514  0.01244646 -0.26162215 -0.03187084]
 [-0.1383298  -0.25152239 -0.18381725 -0.11035766  0.51259689 -0.22755735
   0.20548067  0.16797436 -0.01602274 -0.12709821]
 [ 0.1005231   0.24519185  0.15928574 -0.10683108 -0.06725287  0.05469381
  -0.14408354  0.28131294  0.06292087  0.16764228]
 [ 0.35850651  0.36102497 -0.07879701  0.32138129 -0.91480495 -0.29005305
  -0.50364839  0.17811987  0.39663932 -0.01388316]
 [ 0.04593777  0.12265878  0.25295018  0.24569151 -0.05100921 -0.19578452
  -0.17251583 -0.13328984 -0.14090794 -0.29209121]
 [ 0.01628323 -0.09020793 -0.12216102 -0.06525642  0.24196405  0.0427904
   0.00809166 -0.18587099  0.0242839   0.19617507]
 [-0.0045932  -0.06472453 -0.06971023 -0.06115918 -0.00430802 -0.17572147
   0.09491707  0.00908499  0.02893625 -0.00573762]
 [ 0.0287493   0.08565514  0.24350224  0.07241557 -0.22826424 -0.13616933
   0.09704768  0.03916685 -0.18715171  0.10453364]
 [ 0.0752836   0.05260378  0.10811441  0.00988398 -0.24947716  0.06673928
   0.0430943  -0.2709011  -0.01570003 -0.08542327]
 [-0.0042519   0.12158314  0.08659119 -0.02356833 -0.07950874  0.17739495
   0.06925311  0.1186579  -0.01611891  0.17857867]
 [ 0.22590645  0.09245631  0.03006148  0.08493083  0.00435113 -0.02557064
  -0.19594583  0.14863736 -0.05118006 -0.01559042]
 [ 0.04869913  0.02909822  0.0191189   0.04875844 -0.4469246  -0.12546762
  -0.2311855   0.04155401  0.12429307  0.19917072]
 [ 0.05849603  0.50659182  0.12790721  0.43706709 -1.2372102  -0.3048457
  -0.58245428 -0.07101791  0.30046554  0.34386895]
 [ 0.18001455  0.50044484  0.06801537  0.43350908 -1.0169767  -0.08406821
  -0.43703028  0.15141973  0.21603902  0.48169966]
 [ 0.25290306  0.32740359  0.24727936  0.15247549 -0.49054066  0.07942069
  -0.23130633  0.16262011  0.24378309  0.08286915]
 [-0.07217985  0.23788042  0.2417194   0.01877605 -0.0606956   0.12994958
  -0.11472703 -0.01504634 -0.03080383  0.05229722]
 [-0.09933441  0.00630435  0.02432529  0.09292494 -0.06142145  0.11579796
   0.23901777  0.01989656 -0.27479865 -0.09327303]
 [-0.22277253 -0.03785369 -0.09441072 -0.34633514  0.18750746  0.11968228
   0.11121103  0.1031418  -0.20835973  0.03102904]
 [ 0.00830619 -0.41582928 -0.12850908 -0.16384402  0.37690073  0.02604791
   0.19926551  0.15211276 -0.16727655 -0.22463647]
 [ 0.10785517 -0.23757385 -0.15798205 -0.02405685 -0.07362293 -0.04547922
   0.11015017 -0.15516308  0.11436137 -0.1618309 ]
 [-0.11991341  0.02119833  0.26366561 -0.00758656  0.17642838  0.08025
   0.07575982 -0.29761317 -0.11335452 -0.06182279]
 [-0.3390178   0.01522961  0.01830099 -0.01330812  0.13581268 -0.17907406
   0.01114741  0.23503627 -0.07447837  0.08588827]
 [ 0.1474159  -0.00895082 -0.2325294  -0.07539153  0.11541378 -0.30074633
   0.08537799 -0.16679908  0.00520311 -0.18205589]
 [ 0.21288163 -0.21235321  0.06498659 -0.02137812  0.0975124  -0.03785866
   0.05912276 -0.13673549  0.11407411 -0.17636483]
 [-0.1064186  -0.08790234  0.12097365  0.1071118   0.03507399 -0.11408138
   0.26228533 -0.07855525  0.18041143 -0.00443374]
 [-0.02908929 -0.2075731   0.18777362 -0.28799687 -0.18444182  0.1272178
   0.10324431 -0.1215084  -0.00154896  0.19362024]]
[[ 0.62837854]
 [ 1.72959487]
 [ 0.23063207]
 [ 0.88073113]
 [-2.77438046]
 [-0.27002416]
 [-1.75448965]
 [ 0.07983664]
 [ 0.69353146]
 [ 0.88613884]]
Progress: 45.0% ... Training loss: 0.267 ... Validation loss: 0.445[[  1.63698369e-01   2.55755487e-01  -1.04155120e-01   1.08170117e-01
   -4.92886285e-01  -7.11738442e-02  -8.03162678e-02   1.20343805e-01
   -5.28569914e-02   2.02130038e-01]
 [  8.78591777e-03   1.30906713e-01  -2.11470010e-02   3.99928875e-02
    9.63000257e-02  -4.88816459e-03   3.31626137e-01   4.04244435e-02
    1.37709932e-01  -3.43562951e-02]
 [  1.98244982e-01   7.85087521e-01   1.21313653e-02  -5.06699456e-02
    7.30655011e-01  -2.18742042e-02  -9.22480506e-01  -4.11536682e-02
    5.44870081e-02   2.87421378e-01]
 [  5.86097856e-02  -3.92800524e-01  -1.91507355e-01   2.02262806e-01
   -2.28803102e-02   1.24976894e-01   2.14710959e-01   6.56555763e-02
    1.38974408e-01   3.07088162e-01]
 [ -2.67708903e-02   7.77588069e-02  -1.49477863e-01   3.99046051e-02
   -5.75804884e-02  -1.80466459e-01   8.47013985e-02  -1.17408210e-01
   -1.96220401e-01  -5.01084595e-02]
 [ -3.93814758e-01  -6.61544291e-01  -3.01157125e-01   1.53155616e-01
   -1.56286849e-01   4.08777533e-02   3.64314362e-01  -3.94141087e-02
   -2.85647188e-02  -2.95436647e-02]
 [ -8.51341743e-03  -2.54393128e-01   8.29717156e-03   8.63055344e-02
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   -7.60482732e-03  -4.86503103e-02   8.21615254e-02   1.17934659e-01
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 [ -1.80093878e-01  -1.88257355e-01  -3.03939065e-01  -2.53575873e-02
   -3.67739020e-02   6.97796183e-02  -9.17168163e-02  -3.00570198e-02
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 [  2.54013697e-02  -4.46313733e-01   7.45349678e-02  -1.80175441e-02
   -1.95876664e-01  -1.07536290e-01   2.39510591e-01  -1.10696063e-01
   -6.44290468e-03   6.12899409e-02]
 [ -8.03788527e-02  -1.10150025e-01   4.01541660e-03  -1.31472210e-01
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   -2.05426447e-03  -1.12769580e-01]
 [ -1.22790270e-01  -2.20700093e-01  -6.98516918e-02   9.81801790e-03
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   -1.66747419e-01  -2.09226259e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.84527522e-01  -3.50211718e-01   9.43966721e-02   2.13010268e-01
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 [  9.80676870e-02  -2.04507417e-01  -2.40056854e-02   1.12867478e-01
   -5.67758588e-02  -8.75482424e-02   2.54940268e-01   2.29157935e-03
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 [  4.26109609e-02  -1.04068574e-01  -2.08745010e-01   1.58536251e-01
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 [ -1.19485243e-01  -8.84448261e-02  -2.01249015e-01   1.59889668e-01
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 [  8.29333448e-03  -1.47100648e-01  -2.92977012e-01  -5.46330675e-02
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 [  1.03396269e-02  -4.99718206e-01  -4.39541799e-02  -1.07328273e-01
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 [  3.58626586e-01   3.61847067e-01  -7.87399921e-02   3.21582280e-01
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 [  4.58475687e-02   1.22549783e-01   2.52911289e-01   2.45543293e-01
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 [  1.64526806e-02  -8.99292760e-02  -1.22113729e-01  -6.50215238e-02
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   -1.59149769e-02  -8.56969281e-02]
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   -7.87434338e-02   1.77480154e-01   6.97811002e-02   1.18639029e-01
   -1.63291308e-02   1.78310742e-01]
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   -5.10477904e-02  -1.54184085e-02]
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   -4.92457178e-01   7.92234961e-02  -2.32458148e-01   1.62677229e-01
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 [  1.05962582e-01  -2.42182368e-01  -1.58805424e-01  -2.69687627e-02
   -6.74528980e-02  -4.46138726e-02   1.15149409e-01  -1.55424936e-01
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 [ -1.19606476e-01   2.18790949e-02   2.63776940e-01  -7.17003148e-03
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   -1.13037655e-01  -6.13295359e-02]
 [ -3.38824349e-01   1.57149755e-02   1.83381563e-02  -1.31616997e-02
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   -7.43592975e-02   8.60575426e-02]
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 [  2.13456987e-01  -2.09933622e-01   6.52802196e-02  -2.02663358e-02
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    1.14889469e-01  -1.75250661e-01]
 [ -1.05744121e-01  -8.71735915e-02   1.21243927e-01   1.08050554e-01
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    1.81163996e-01  -3.40528928e-03]
 [ -2.95250618e-02  -2.08651933e-01   1.87618191e-01  -2.88657283e-01
   -1.82784562e-01   1.27419211e-01   1.04283043e-01  -1.21562338e-01
   -2.06384905e-03   1.93093508e-01]]
[[ 0.6277111 ]
 [ 1.7266279 ]
 [ 0.22976745]
 [ 0.88023982]
 [-2.77336198]
 [-0.26820381]
 [-1.75092701]
 [ 0.08246702]
 [ 0.69497467]
 [ 0.88625752]]
Progress: 45.0% ... Training loss: 0.267 ... Validation loss: 0.449[[  1.63060135e-01   2.54124783e-01  -1.04359945e-01   1.07156736e-01
   -4.89061728e-01  -7.09123025e-02  -7.83888340e-02   1.20259404e-01
   -5.36659028e-02   2.01110575e-01]
 [  8.96491580e-03   1.31181781e-01  -2.10600656e-02   4.03265432e-02
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    1.37948805e-01  -3.41038868e-02]
 [  1.97798528e-01   7.85239023e-01   1.19463059e-02  -5.17026158e-02
    7.33663839e-01  -2.16165037e-02  -9.22084951e-01  -4.12342246e-02
    5.37379931e-02   2.86585101e-01]
 [  5.98910522e-02  -3.89594370e-01  -1.90969514e-01   2.04355834e-01
   -2.74676258e-02   1.24476598e-01   2.11491644e-01   6.58160702e-02
    1.40586094e-01   3.09092322e-01]
 [ -2.91535662e-02   7.15593417e-02  -1.50282789e-01   3.67175169e-02
   -4.87303084e-02  -1.79522183e-01   9.04909684e-02  -1.17714778e-01
   -1.98910964e-01  -5.35656064e-02]
 [ -3.93771951e-01  -6.61858384e-01  -3.01116020e-01   1.53285213e-01
   -1.56589016e-01   4.08314282e-02   3.64654154e-01  -3.94006973e-02
   -2.84725399e-02  -2.95775868e-02]
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   -9.67406341e-03  -4.89397363e-02   8.04876344e-02   1.18011443e-01
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   -3.52937304e-02   6.99607262e-02  -8.99514574e-02  -3.01111061e-02
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   -6.19187376e-03   6.14399133e-02]
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   -2.90050480e-03  -1.13968335e-01]
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   -1.66485725e-01  -2.08838441e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.84232438e-01  -3.49812798e-01   9.45377902e-02   2.13559212e-01
   -1.39638286e-01  -6.39529351e-02   1.05246170e-01  -2.61197927e-01
   -2.75350945e-01  -9.12986497e-02]
 [  9.81231213e-02  -2.04495009e-01  -2.39960130e-02   1.12897935e-01
   -5.65373143e-02  -8.75643524e-02   2.54904812e-01   2.29761772e-03
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 [  4.19206981e-02  -1.05575283e-01  -2.08983465e-01   1.57572412e-01
   -8.83916777e-02   7.97220455e-02  -3.89337101e-02  -1.94713232e-02
   -8.26357207e-02   2.88050014e-03]
 [ -1.19991644e-01  -8.94066938e-02  -2.01424319e-01   1.59200016e-01
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 [ -6.29573709e-02  -4.71975358e-02   2.77932650e-01   1.08626167e-01
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 [  6.33880261e-02  -7.74726219e-03   8.93357872e-02   9.37382847e-02
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   -2.19893990e-02  -5.31701877e-02]
 [  8.64338159e-03  -1.46219766e-01  -2.92849569e-01  -5.42048538e-02
    1.10697771e-01  -9.21489902e-02   1.34132972e-01   1.62601777e-01
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 [  5.26717490e-02  -3.20993439e-02  -1.14264117e-01   5.29608836e-02
   -1.34864149e-01   3.18710284e-01   2.66663030e-01   2.04958614e-01
   -1.53296673e-01  -5.27344769e-02]
 [  1.61174998e-03  -1.26253003e-02   1.22669148e-01   1.06649584e-01
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 [  1.16852782e-01   8.37989534e-02  -4.21119682e-02  -8.86449696e-02
   -1.24594793e-01  -3.32841185e-01   1.13251092e-01   9.17533566e-03
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   -1.63262794e-02  -2.03687157e-01  -5.03134931e-02  -2.05065529e-02
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 [ -1.63938516e-01  -1.32699550e-01  -2.04654534e-01  -2.59443237e-02
   -2.88245448e-01   2.09387115e-03   6.44740586e-02  -2.57811969e-02
   -1.37492548e-02   3.57547376e-02]
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   -1.81764682e-01  -3.79754868e-01]
 [ -1.75310266e-02  -4.43675785e-01  -3.10457269e-02  -7.30807808e-02
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    2.99851223e-02  -3.88071092e-01]
 [  1.00378766e-02  -5.00573872e-01  -4.40662134e-02  -1.07769702e-01
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   -3.64775034e-01  -2.20832000e-01]
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   -6.97791659e-02   8.38766897e-02]
 [ -3.03808396e-01  -4.66293750e-01   5.31852821e-02  -5.47435686e-02
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   -9.43414415e-02  -1.42755670e-01]
 [ -2.12376519e-01  -3.47397957e-01   2.49664696e-01  -2.48618799e-01
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   -2.61899457e-01  -3.21758569e-02]
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   -1.57185852e-02  -1.26636414e-01]
 [  1.00941495e-01   2.47130349e-01   1.59403621e-01  -1.06317767e-01
   -7.00106029e-02   5.45624710e-02  -1.46099798e-01   2.81350856e-01
    6.34030431e-02   1.68253859e-01]
 [  3.58507875e-01   3.61882215e-01  -7.87611346e-02   3.21482305e-01
   -9.15586349e-01  -2.90100177e-01  -5.03742665e-01   1.78126056e-01
    3.96760147e-01  -1.38211386e-02]
 [  4.59618537e-02   1.22422703e-01   2.52958906e-01   2.45705686e-01
   -5.07033519e-02  -1.95800314e-01  -1.72309437e-01  -1.33287555e-01
   -1.40886695e-01  -2.92089151e-01]
 [  1.65893765e-02  -8.95850385e-02  -1.22064931e-01  -6.48328694e-02
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 [ -4.62532903e-03  -6.52967879e-02  -6.97303564e-02  -6.12238297e-02
   -3.77414381e-03  -1.75705103e-01   9.51888269e-02   9.07936771e-03
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 [  2.87678759e-02   8.55954372e-02   2.43505006e-01   7.24099537e-02
   -2.28432206e-01  -1.36186915e-01   9.69508089e-02   3.91676376e-02
   -1.87136195e-01   1.04570914e-01]
 [  7.45239917e-02   5.06311708e-02   1.07835534e-01   8.78835669e-03
   -2.45787619e-01   6.70425305e-02   4.50113780e-02  -2.70994822e-01
   -1.65266986e-02  -8.64743587e-02]
 [ -4.93368660e-03   1.20245258e-01   8.63436698e-02  -2.45103758e-02
   -7.65860440e-02   1.77695684e-01   7.07895699e-02   1.18572925e-01
   -1.68849840e-02   1.77640803e-01]
 [  2.25850144e-01   9.23468449e-02   3.00389018e-02   8.48448772e-02
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   -5.12578548e-02  -1.57039460e-02]
 [  4.84701362e-02   2.84692103e-02   1.90390218e-02   4.84156181e-02
   -4.46069653e-01  -1.25385369e-01  -2.30280888e-01   4.15255719e-02
    1.24035901e-01   1.98857700e-01]
 [  5.82010337e-02   5.06297283e-01   1.27774185e-01   4.36568591e-01
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   -1.01692180e+00  -8.40648534e-02  -4.37024874e-01   1.51420334e-01
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 [  2.53436928e-01   3.28999147e-01   2.47510177e-01   1.53346215e-01
   -4.93109712e-01   7.91518433e-02  -2.32927280e-01   1.62698656e-01
    2.44460393e-01   8.37388068e-02]
 [ -7.15231542e-02   2.39197481e-01   2.41959953e-01   1.96968434e-02
   -6.39196851e-02   1.29690901e-01  -1.16125830e-01  -1.49552712e-02
   -3.01006472e-02   5.32457480e-02]
 [ -9.98296023e-02   5.27384810e-03   2.41410211e-02   9.22312491e-02
   -5.96076890e-02   1.16012733e-01   2.40187098e-01   1.98455739e-02
   -2.75327165e-01  -9.38577003e-02]
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   -2.08147566e-01   3.12898329e-02]
 [  8.49022397e-03  -4.15359223e-01  -1.28432398e-01  -1.63596690e-01
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   -1.67076325e-01  -2.24374916e-01]
 [  1.04943711e-01  -2.44707801e-01  -1.59168564e-01  -2.83324742e-02
   -6.40985001e-02  -4.42061817e-02   1.17797949e-01  -1.55551345e-01
    1.11227794e-01  -1.65917237e-01]
 [ -1.18874112e-01   2.31116169e-02   2.64085433e-01  -5.97126713e-03
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   -1.12129957e-01  -6.01822954e-02]
 [ -3.38572688e-01   1.64970155e-02   1.84543477e-02  -1.27426345e-02
    1.34181053e-01  -1.79286713e-01   9.77728660e-03   2.35077873e-01
   -7.40584094e-02   8.62013750e-02]
 [  1.47968100e-01  -8.30909343e-03  -2.32277442e-01  -7.45314667e-02
    1.13496533e-01  -3.00998297e-01   8.49693202e-02  -1.66717017e-01
    5.90643554e-03  -1.81300684e-01]
 [  2.13154892e-01  -2.10653351e-01   6.51633132e-02  -2.07301524e-02
    9.59094875e-02  -3.80561642e-02   5.77717639e-02  -1.36690130e-01
    1.14547806e-01  -1.75677453e-01]
 [ -1.05226723e-01  -8.54835994e-02   1.21439813e-01   1.08761101e-01
    3.14438543e-02  -1.14604637e-01   2.59713221e-01  -7.83919296e-02
    1.81647601e-01  -2.68781054e-03]
 [ -3.00703422e-02  -2.09660744e-01   1.87411806e-01  -2.89526118e-01
   -1.81083557e-01   1.27658895e-01   1.05764158e-01  -1.21635699e-01
   -2.73375256e-03   1.92351654e-01]]
[[ 0.62634819]
 [ 1.72551686]
 [ 0.23004498]
 [ 0.88012179]
 [-2.77428288]
 [-0.26829232]
 [-1.75147918]
 [ 0.083326  ]
 [ 0.69474688]
 [ 0.88659339]]
Progress: 45.1% ... Training loss: 0.267 ... Validation loss: 0.452[[  1.63270444e-01   2.53433268e-01  -1.04324817e-01   1.07138308e-01
   -4.87344059e-01  -7.07080335e-02  -7.86260399e-02   1.20242709e-01
   -5.36253643e-02   2.01245419e-01]
 [  8.90224072e-03   1.31017493e-01  -2.10830343e-02   4.02399473e-02
    9.55814097e-02  -4.96065058e-03   3.31613878e-01   4.04466307e-02
    1.37879902e-01  -3.41925666e-02]
 [  1.96401207e-01   7.82088444e-01   1.13232837e-02  -5.42962487e-02
    7.41163891e-01  -2.06869510e-02  -9.20841241e-01  -4.14916631e-02
    5.18518190e-02   2.84209200e-01]
 [  5.80453703e-02  -3.93381173e-01  -1.91646227e-01   2.01864951e-01
   -2.13079288e-02   1.24895595e-01   2.17182856e-01   6.56062356e-02
    1.38587823e-01   3.06055604e-01]
 [ -2.40840437e-02   8.20968616e-02  -1.48395669e-01   4.39083934e-02
   -6.67184365e-02  -1.81232805e-01   7.82613728e-02  -1.17045394e-01
   -1.93102746e-01  -4.60866481e-02]
 [ -3.93898874e-01  -6.62691231e-01  -3.01178558e-01   1.53026102e-01
   -1.55895672e-01   4.09153073e-02   3.65538330e-01  -3.94165147e-02
   -2.86087853e-02  -2.96401031e-02]
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   -5.41837185e-03  -4.84775943e-02   8.18626243e-02   1.17858967e-01
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   -3.70801101e-02   6.97866278e-02  -9.04660969e-02  -3.00513239e-02
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 [  2.73517733e-02  -4.43140372e-01   7.52185639e-02  -1.58006622e-02
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   -3.28431557e-03  -1.14598405e-01]
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   -1.67203904e-01  -2.09725729e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.84233178e-01  -3.49901011e-01   9.45340197e-02   2.13560823e-01
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   -2.75358651e-01  -9.13152226e-02]
 [  9.83457220e-02  -2.03874118e-01  -2.39205075e-02   1.13147174e-01
   -5.67332240e-02  -8.76346747e-02   2.54293554e-01   2.32357485e-03
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 [  4.14746829e-02  -1.06928704e-01  -2.09146704e-01   1.56964514e-01
   -8.74107895e-02   7.99073539e-02  -3.76137514e-02  -1.95271841e-02
   -8.30859196e-02   2.42967500e-03]
 [ -1.19579321e-01  -8.80942424e-02  -2.01282692e-01   1.59771827e-01
   -4.59704987e-04   1.32996219e-01   1.37558522e-02  -2.50498233e-01
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 [ -6.33853538e-02  -4.83906291e-02   2.77807656e-01   1.08032177e-01
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 [  6.43493134e-02  -6.40944512e-03   8.97108824e-02   9.50957327e-02
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   -2.08996008e-02  -5.17717566e-02]
 [  8.41506362e-03  -1.46721098e-01  -2.93005135e-01  -5.48432491e-02
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 [  5.24501966e-02  -3.25478403e-02  -1.14350291e-01   5.26457717e-02
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   -1.81393645e-01  -3.79287084e-01]
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 [  1.02885936e-02  -5.00340307e-01  -4.39665774e-02  -1.07391653e-01
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   -9.43310062e-02  -1.42742506e-01]
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 [  3.57345709e-01   3.58094130e-01  -7.92388159e-02   3.19564311e-01
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 [  4.62825832e-02   1.23244484e-01   2.53087785e-01   2.46203756e-01
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   -1.40503621e-01  -2.91608478e-01]
 [  1.65703111e-02  -8.95984133e-02  -1.22072846e-01  -6.48632929e-02
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 [  2.91482278e-02   8.64551315e-02   2.43648341e-01   7.29545567e-02
   -2.29781978e-01  -1.36342035e-01   9.59948392e-02   3.92177679e-02
   -1.86707285e-01   1.05112431e-01]
 [  7.46193351e-02   5.10501700e-02   1.07862427e-01   8.87876808e-03
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   -1.64141570e-02  -8.63602450e-02]
 [ -4.53150838e-03   1.21323408e-01   8.64935375e-02  -2.39992685e-02
   -7.81189483e-02   1.77518260e-01   6.97856205e-02   1.18627610e-01
   -1.64219009e-02   1.78220059e-01]
 [  2.25481873e-01   9.13447174e-02   2.99008274e-02   8.42944675e-02
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   -5.16888226e-02  -1.62480875e-02]
 [  4.81834948e-02   2.78044230e-02   1.89230836e-02   4.79984512e-02
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 [  2.53177521e-01   3.28852444e-01   2.47410911e-01   1.52976350e-01
   -4.92234004e-01   7.92792321e-02  -2.32623248e-01   1.62660797e-01
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 [ -7.19680897e-02   2.38249510e-01   2.41784591e-01   1.89990746e-02
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   -3.06293308e-02   5.26114652e-02]
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   -2.75228732e-01  -9.37360683e-02]
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   -2.08184417e-01   3.12406883e-02]
 [  8.64503989e-03  -4.15075922e-01  -1.28369900e-01  -1.63354184e-01
    3.75569596e-01   2.58914154e-02   1.98438412e-01   1.52160039e-01
   -1.66892559e-01  -2.24153981e-01]
 [  1.05365229e-01  -2.44598512e-01  -1.59058467e-01  -2.79604585e-02
   -6.54007945e-02  -4.43298457e-02   1.17187824e-01  -1.55511631e-01
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 [ -1.19490203e-01   2.19331723e-02   2.63857558e-01  -6.80790108e-03
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   -1.12830145e-01  -6.10767908e-02]
 [ -3.38924305e-01   1.54412103e-02   1.83393072e-02  -1.31992355e-02
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   -7.43987948e-02   8.57446852e-02]
 [  1.48584372e-01  -7.90677294e-03  -2.32045361e-01  -7.36812874e-02
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 [  2.13587724e-01  -2.09768800e-01   6.53214991e-02  -2.01462383e-02
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 [ -1.04142597e-01  -8.30540488e-02   1.21833524e-01   1.10291222e-01
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    1.82848840e-01  -1.19324167e-03]
 [ -3.11988780e-02  -2.11942622e-01   1.86999455e-01  -2.91305541e-01
   -1.76673778e-01   1.28177085e-01   1.07966272e-01  -1.21816816e-01
   -3.91737630e-03   1.90776735e-01]]
[[ 0.62599496]
 [ 1.72527811]
 [ 0.23010824]
 [ 0.88208176]
 [-2.77601205]
 [-0.27021358]
 [-1.74657469]
 [ 0.08131633]
 [ 0.69378661]
 [ 0.88477152]]
Progress: 45.1% ... Training loss: 0.267 ... Validation loss: 0.450[[  1.63550078e-01   2.52033078e-01  -1.04205797e-01   1.07573725e-01
   -4.88304399e-01  -7.08103867e-02  -7.80680197e-02   1.20268788e-01
   -5.32396985e-02   2.01894942e-01]
 [  8.83314183e-03   1.30892048e-01  -2.11070711e-02   4.01387328e-02
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    1.37800258e-01  -3.42878097e-02]
 [  1.98344961e-01   7.83720263e-01   1.19518058e-02  -5.17705169e-02
    7.37070124e-01  -2.14133873e-02  -9.23311124e-01  -4.12493061e-02
    5.40060768e-02   2.86712332e-01]
 [  5.68756869e-02  -3.96960454e-01  -1.92142380e-01   2.00040137e-01
   -1.56358585e-02   1.25448250e-01   2.21102276e-01   6.54324001e-02
    1.37271876e-01   3.04495226e-01]
 [ -2.52121088e-02   7.96697746e-02  -1.48772283e-01   4.23005831e-02
   -6.18390668e-02  -1.80741517e-01   8.00594519e-02  -1.17195507e-01
   -1.94298531e-01  -4.75941729e-02]
 [ -3.94249550e-01  -6.63334361e-01  -3.01263174e-01   1.52675153e-01
   -1.56601156e-01   4.10162448e-02   3.66174647e-01  -3.94585812e-02
   -2.89567264e-02  -2.99302634e-02]
 [ -6.33052954e-03  -2.50941893e-01   9.14516813e-03   8.94750469e-02
   -2.04770626e-02  -7.09384711e-02   1.87244206e-01  -1.91670124e-01
    1.97160143e-01   3.67462976e-02]
 [  1.09405038e-01  -2.72571829e-01   3.19818307e-02  -7.34705119e-02
   -5.47304212e-03  -4.84828294e-02   8.26053022e-02   1.17858653e-01
    7.99392752e-02  -2.11873054e-02]
 [ -1.80120023e-01  -1.89341259e-01  -3.03871004e-01  -2.51650937e-02
   -3.78682146e-02   6.97539018e-02  -9.05120269e-02  -3.00380951e-02
    2.63408252e-01  -1.38051658e-01]
 [  2.62345699e-02  -4.46122395e-01   7.47964604e-02  -1.74269452e-02
   -2.00091631e-01  -1.07543405e-01   2.37880274e-01  -1.10650534e-01
   -5.61425446e-03   6.22787339e-02]
 [ -7.96795635e-02  -1.10971565e-01   4.34357995e-03  -1.30227684e-01
   -9.31333769e-02   1.13393868e-02   2.20035403e-01  -1.02359602e-01
   -1.03233091e-03  -1.11554950e-01]
 [ -1.22710082e-01  -2.21096048e-01  -6.98077185e-02   9.98759552e-03
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   -1.66572796e-01  -2.08937758e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.83667852e-01  -3.48899241e-01   9.47451025e-02   2.14345154e-01
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   -2.74785052e-01  -9.04492211e-02]
 [  9.82261247e-02  -2.04076793e-01  -2.39445575e-02   1.13075069e-01
   -5.75448368e-02  -8.76155352e-02   2.54455123e-01   2.31153164e-03
    2.33490548e-02  -7.66104675e-04]
 [  4.10839531e-02  -1.07995822e-01  -2.09260534e-01   1.56445172e-01
   -8.68116380e-02   8.00525022e-02  -3.66398641e-02  -1.95762826e-02
   -8.34577935e-02   1.92474185e-03]
 [ -1.19192271e-01  -8.72327385e-02  -2.01140199e-01   1.60341414e-01
   -1.71921821e-03   1.32827323e-01   1.28178608e-02  -2.50448792e-01
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 [ -6.37554663e-02  -4.96595700e-02   2.77649171e-01   1.07455945e-01
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    8.11391946e-02   4.51296365e-02]
 [  6.56624090e-02  -3.84785523e-03   9.02017433e-02   9.70209691e-02
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   -1.93808879e-02  -4.98617247e-02]
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 [ -3.15147282e-02  -2.13276956e-01   1.86871553e-01  -2.91856371e-01
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[[ 0.63020119]
 [ 1.73269123]
 [ 0.23705156]
 [ 0.8871073 ]
 [-2.7692227 ]
 [-0.2655763 ]
 [-1.74351251]
 [ 0.0846843 ]
 [ 0.69863717]
 [ 0.88952234]]
Progress: 45.2% ... Training loss: 0.265 ... Validation loss: 0.446[[ 0.160088    0.24461218 -0.10550619  0.10298482 -0.47681382 -0.06930451
  -0.07009239  0.11980599 -0.05702762  0.19753779]
 [ 0.00884025  0.13090995 -0.02110439  0.04014871  0.09587258 -0.0049326
   0.33175404  0.04043823  0.13780814 -0.03427871]
 [ 0.19751319  0.77973635  0.0117331  -0.0525592   0.73965    -0.02114258
  -0.91919606 -0.04133285  0.05335432  0.28634349]
 [ 0.05602482 -0.40019977 -0.1925083   0.19904324 -0.01168546  0.12585437
   0.22349382  0.06530658  0.13621582  0.30351491]
 [-0.02777255  0.07276931 -0.14979166  0.03836971 -0.04845389 -0.17965787
   0.08830628 -0.11755532 -0.19731328 -0.05118403]
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   0.36861593 -0.03966233 -0.03064876 -0.03208247]
 [-0.00548049 -0.24992252  0.00946739  0.09068981 -0.02444298 -0.07130114
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 [ 0.10702336 -0.27861522  0.03109044 -0.07660295  0.00293034 -0.04746849
   0.08885777  0.11754404  0.07735195 -0.02400052]
 [-0.17928496 -0.18755683 -0.30355371 -0.02393484 -0.04111968  0.06939823
  -0.09253313 -0.02992146  0.26436214 -0.13686392]
 [ 0.02646014 -0.44486467  0.07487192 -0.01693922 -0.20344467 -0.10761685
   0.2365481  -0.11062154 -0.00532458  0.06273133]
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 [ 0.09739237 -0.20542547 -0.02427641  0.11182841 -0.05462126 -0.08724194
   0.25582444  0.00219146  0.02236549 -0.00198033]
 [ 0.04128907 -0.10750233 -0.20920786  0.15669541 -0.08768996  0.07995879
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 [-0.06317276 -0.04853779  0.27787091  0.10832176  0.09521033 -0.06345586
  -0.12019835  0.12102691  0.08181254  0.04595646]
 [ 0.06581253 -0.00414678  0.09025882  0.09728431  0.00565597 -0.01927148
   0.1921358   0.12084134 -0.01918428 -0.04954771]
 [ 0.00836267 -0.14695925 -0.29301531 -0.05492107  0.11242501 -0.09199164
   0.13430666  0.16253362  0.10543564 -0.03299112]
 [ 0.05074867 -0.03726208 -0.11501287  0.05025519 -0.12775455  0.31957285
   0.27210407  0.20469035 -0.15547477 -0.05526623]
 [ 0.00129011 -0.01433722  0.12250098  0.1061076   0.0142646   0.1058015
  -0.09448285 -0.04192997  0.21588598  0.0815986 ]
 [ 0.1172099   0.08464498 -0.0419703  -0.08811279 -0.12709324 -0.33297682
   0.11269061  0.00922435  0.15097886  0.09887913]
 [-0.10541562 -0.05903619 -0.01675425  0.01930949 -0.01670608 -0.20370166
  -0.05016401 -0.02049906  0.01572865  0.12357805]
 [-0.16355091 -0.13190139 -0.20451243 -0.02531082 -0.29010088  0.00190965
   0.06360384 -0.02572288 -0.01328248  0.03634493]
 [-0.03095682 -0.13406981 -0.07510278 -0.12623769  0.52758504  0.2755492
   0.60076916  0.11303019 -0.18154203 -0.37948117]
 [-0.01662854 -0.44232882 -0.03071204 -0.07181229  0.65520264  0.09999747
   0.56783315  0.0914485   0.0309301  -0.38678493]
 [ 0.01092865 -0.49998561 -0.04372545 -0.10645187  0.67362142  0.02282102
   0.5355803   0.04858919 -0.36372388 -0.21951216]
 [-0.17531794 -0.64128168 -0.01092243 -0.20656839  0.78127713 -0.09025398
   0.66365595 -0.08340174 -0.07019116  0.08344421]
 [-0.30415361 -0.4677854   0.05304164 -0.05526799  0.93177585  0.14410169
   0.47930576  0.04679763 -0.09474804 -0.14320544]
 [-0.2124853  -0.34782564  0.24962871 -0.24873195  0.68285218 -0.04305583
   0.72984434  0.0124026  -0.26198905 -0.03225005]
 [-0.13788986 -0.25074024 -0.18365296 -0.10963513  0.5106229  -0.22777026
   0.20451028  0.16804144 -0.01550159 -0.1263601 ]
 [ 0.10079351  0.24736702  0.1593961  -0.10649935 -0.06917791  0.05461754
  -0.14589801  0.28133087  0.06334728  0.16804515]
 [ 0.35524709  0.35372567 -0.08002358  0.31666048 -0.90484425 -0.28859878
  -0.49571103  0.17765686  0.39316878 -0.01845805]
 [ 0.04644201  0.12398444  0.25315951  0.24652827 -0.05336148 -0.19601353
  -0.17384908 -0.13321949 -0.14030927 -0.29135456]
 [ 0.01634103 -0.09017223 -0.12216489 -0.06519497  0.24159647  0.04276496
   0.00798313 -0.18586784  0.02432486  0.19627722]
 [-0.00470776 -0.06512673 -0.06978889 -0.06142196 -0.00314807 -0.17563602
   0.09498027  0.00905528  0.02869908 -0.00604955]
 [ 0.02895176  0.08599107  0.24356477  0.07261237 -0.22923098 -0.1362819
   0.09632333  0.03919447 -0.18689633  0.10484695]
 [ 0.07519527  0.05237662  0.10809929  0.00978908 -0.24837559  0.06672043
   0.04354807 -0.27092365 -0.01571361 -0.08545296]
 [-0.00513624  0.11991616  0.08627763 -0.02485972 -0.07580516  0.17775667
   0.07124367  0.11854891 -0.01705651  0.17736065]
 [ 0.22582862  0.09197732  0.03003102  0.08479914  0.00565889 -0.0255564
  -0.19574091  0.14862447 -0.05134991 -0.01573016]
 [ 0.04837664  0.02847836  0.0189847   0.04823328 -0.44606837 -0.12533338
  -0.23024227  0.04150935  0.12390658  0.19880046]
 [ 0.0608881   0.51078819  0.12877656  0.44036529 -1.24641767 -0.30561295
  -0.58737703 -0.07069762  0.30312907  0.34721463]
 [ 0.1796621   0.49825045  0.06788764  0.43311799 -1.01684092 -0.08388551
  -0.43519963  0.15136703  0.21572564  0.48145912]
 [ 0.25303254  0.32889177  0.24734501  0.15278491 -0.49274132  0.07936528
  -0.2324392   0.16263288  0.24391042  0.08320033]
 [-0.07200555  0.23825183  0.24176177  0.01893132 -0.0621875   0.12992258
  -0.11509853 -0.01502342 -0.03070522  0.05255251]
 [-0.09987678  0.00554864  0.0241001   0.09210329 -0.05986648  0.11605628
   0.23983474  0.01983407 -0.27542816 -0.09394386]
 [-0.22260512 -0.03733515 -0.09435269 -0.34614518  0.18691618  0.11961831
   0.11065283  0.1031624  -0.20818013  0.03125575]
 [ 0.00840997 -0.41589434 -0.12846263 -0.16369673  0.37687893  0.02599306
   0.19907321  0.15212645 -0.16717291 -0.22447441]
 [ 0.1047767  -0.24507848 -0.15927639 -0.02873358 -0.06607843 -0.04401809
   0.11813158 -0.15560115  0.11103672 -0.16626711]
 [-0.11959007  0.02064881  0.26381337 -0.00691588  0.17399036  0.08003202
   0.07578715 -0.29753316 -0.11286536 -0.06121338]
 [-0.33949976  0.01395949  0.01809727 -0.01399611  0.13733806 -0.17888789
   0.01186051  0.23494663 -0.0749557   0.08513616]
 [ 0.1486761  -0.00850077 -0.23200476 -0.07347268  0.11094608 -0.30116712
   0.08404272 -0.16662844  0.00676395 -0.18019932]
 [ 0.21609915 -0.20432106  0.06629105 -0.01635045  0.08365576 -0.03933698
   0.0510476  -0.13628013  0.11785045 -0.17114188]
 [-0.10423493 -0.08378675  0.12176238  0.11017594  0.0272658  -0.11497045
   0.25778567 -0.07826817  0.18264817 -0.00139996]
 [-0.03303743 -0.21690203  0.18626712 -0.2940935  -0.16980295  0.12903452
   0.1127873  -0.12208422 -0.00607063  0.18853741]]
[[ 0.62407583]
 [ 1.72541598]
 [ 0.23099296]
 [ 0.87911219]
 [-2.77208516]
 [-0.27213203]
 [-1.7516856 ]
 [ 0.07659086]
 [ 0.6936644 ]
 [ 0.88001732]]
Progress: 45.2% ... Training loss: 0.268 ... Validation loss: 0.452[[  1.59504900e-01   2.42782836e-01  -1.05769615e-01   1.01993630e-01
   -4.74522710e-01  -6.90508593e-02  -6.81940544e-02   1.19742817e-01
   -5.75693622e-02   1.96713421e-01]
 [  9.23214875e-03   1.31783464e-01  -2.09560003e-02   4.07236433e-02
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    1.38247289e-01  -3.37513072e-02]
 [  1.98107905e-01   7.81770611e-01   1.19185567e-02  -5.19048273e-02
    7.39400686e-01  -2.13388135e-02  -9.20679729e-01  -4.12668937e-02
    5.38742057e-02   2.87175416e-01]
 [  5.64194390e-02  -4.00798976e-01  -1.92339984e-01   1.99690955e-01
   -1.07037763e-02   1.25608364e-01   2.22903888e-01   6.53546730e-02
    1.36649055e-01   3.04278667e-01]
 [ -2.86211120e-02   7.27907966e-02  -1.50088314e-01   3.71922034e-02
   -4.72972109e-02  -1.79265709e-01   8.99237235e-02  -1.17654870e-01
   -1.98213199e-01  -5.26311627e-02]
 [ -3.95226977e-01  -6.64917169e-01  -3.01722586e-01   1.51192597e-01
   -1.55011321e-01   4.14478530e-02   3.67781003e-01  -3.96064421e-02
   -3.01085978e-02  -3.15570438e-02]
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   -4.95478200e-03   6.29993319e-02]
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   -3.33848616e-03  -1.14224452e-01]
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   -1.66069326e-01  -2.08221138e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
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   -2.75862688e-01  -9.18442222e-02]
 [  9.76036710e-02  -2.05058189e-01  -2.41908930e-02   1.12176597e-01
   -5.56863936e-02  -8.73560427e-02   2.55444292e-01   2.22204557e-03
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 [  4.18775337e-02  -1.06323261e-01  -2.09012029e-01   1.57453767e-01
   -8.91547058e-02   7.96931712e-02  -3.89186281e-02  -1.94758512e-02
   -8.25614207e-02   3.00920065e-03]
 [ -1.19333810e-01  -8.77105357e-02  -2.01195563e-01   1.60135805e-01
   -2.45346993e-03   1.32897338e-01   1.32446105e-02  -2.50464337e-01
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 [ -6.33533617e-02  -4.93584420e-02   2.77801145e-01   1.08040752e-01
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 [  6.58582383e-02  -4.05876885e-03   9.02616857e-02   9.73214332e-02
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   -1.90987529e-02  -4.94720091e-02]
 [  8.75999658e-03  -1.46224126e-01  -2.92851983e-01  -5.43028899e-02
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 [  5.01931116e-02  -3.87406210e-02  -1.15215732e-01   4.94423114e-02
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   -1.81322650e-01  -3.79219384e-01]
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 [  3.55145010e-01   3.53858296e-01  -8.00728283e-02   3.16489680e-01
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 [  4.68711434e-02   1.24659831e-01   2.53341707e-01   2.47195370e-01
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 [  1.64418305e-02  -9.03771747e-02  -1.22134428e-01  -6.50459933e-02
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 [  2.92794566e-02   8.68544865e-02   2.43696450e-01   7.31335649e-02
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   -1.86472694e-01   1.05327654e-01]
 [  7.54000480e-02   5.29285997e-02   1.08172534e-01   1.00846257e-02
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   -1.54777965e-02  -8.51683415e-02]
 [ -5.30907423e-03   1.19407288e-01   8.62010514e-02  -2.51526037e-02
   -7.51032281e-02   1.77842672e-01   7.17327834e-02   1.18522923e-01
   -1.72594476e-02   1.77055621e-01]
 [  2.26277735e-01   9.33393775e-02   3.02011068e-02   8.54274574e-02
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   -5.08530074e-02  -1.51638560e-02]
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 [  2.52256129e-01   3.27418744e-01   2.47057529e-01   1.51690148e-01
   -4.90967967e-01   7.96942463e-02  -2.30539499e-01   1.62537416e-01
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   -3.07727601e-02   5.24959837e-02]
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   -2.75268658e-01  -9.37340530e-02]
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   -2.08054323e-01   3.14159206e-02]
 [  9.16161003e-03  -4.14573036e-01  -1.28194565e-01  -1.62630350e-01
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   -1.66337588e-01  -2.23439494e-01]
 [  1.04324285e-01  -2.46409482e-01  -1.59471933e-01  -2.94806994e-02
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 [ -1.19085869e-01   2.16652617e-02   2.63998022e-01  -6.17573717e-03
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   -1.12306293e-01  -6.04769198e-02]
 [ -3.38999457e-01   1.42347800e-02   1.83045261e-02  -1.32089049e-02
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   -7.42398886e-02   8.60760526e-02]
 [  1.47947876e-01  -1.04050800e-02  -2.32279912e-01  -7.45340263e-02
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 [  2.16691797e-01  -2.04164139e-01   6.65052288e-02  -1.54957515e-02
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 [ -1.03658753e-01  -8.20263035e-02   1.21964109e-01   1.10979624e-01
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    1.83262502e-01  -6.96395878e-04]
 [ -3.31734112e-02  -2.16393496e-01   1.86227815e-01  -2.94185799e-01
   -1.72301615e-01   1.29069046e-01   1.12915337e-01  -1.22089147e-01
   -6.04468510e-03   1.88354476e-01]]
[[ 0.62658138]
 [ 1.72721456]
 [ 0.23429411]
 [ 0.88191073]
 [-2.76663757]
 [-0.26872359]
 [-1.74816235]
 [ 0.07995567]
 [ 0.69664583]
 [ 0.88265702]]
Progress: 45.3% ... Training loss: 0.266 ... Validation loss: 0.450[[  1.61352368e-01   2.47364909e-01  -1.05084630e-01   1.04518258e-01
   -4.81902775e-01  -6.98067434e-02  -7.27192619e-02   1.19986303e-01
   -5.54914022e-02   1.99082902e-01]
 [  8.87382657e-03   1.30637334e-01  -2.10781110e-02   4.03258372e-02
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    1.37955267e-01  -3.40516776e-02]
 [  1.98206004e-01   7.82161673e-01   1.18352998e-02  -5.20685129e-02
    7.40084487e-01  -2.12417622e-02  -9.20422487e-01  -4.12914124e-02
    5.37237432e-02   2.87019454e-01]
 [  5.62839207e-02  -4.01263113e-01  -1.92361429e-01   1.99707748e-01
   -1.03411147e-02   1.25669592e-01   2.22478655e-01   6.53359219e-02
    1.36740234e-01   3.04489097e-01]
 [ -3.06415104e-02   6.89423499e-02  -1.50767060e-01   3.42694042e-02
   -4.27235575e-02  -1.78466464e-01   9.42335482e-02  -1.17907615e-01
   -2.00328677e-01  -5.55287131e-02]
 [ -3.94588286e-01  -6.63954073e-01  -3.01445671e-01   1.52142200e-01
   -1.57454224e-01   4.11383473e-02   3.66358610e-01  -3.95106236e-02
   -2.92917951e-02  -3.05867971e-02]
 [ -6.27657944e-03  -2.52120894e-01   9.20429187e-03   8.95472640e-02
   -2.35325117e-02  -7.09757886e-02   1.87566227e-01  -1.91642921e-01
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 [  1.08659362e-01  -2.75533739e-01   3.16135291e-02  -7.43310636e-02
   -3.43310218e-03  -4.81050472e-02   8.63210945e-02   1.17737794e-01
    7.91572334e-02  -2.18588406e-02]
 [ -1.78727215e-01  -1.86935725e-01  -3.03322161e-01  -2.30253541e-02
   -4.43760892e-02   6.91403400e-02  -9.31107917e-02  -2.98391218e-02
    2.65063284e-01  -1.35916646e-01]
 [  2.85230630e-02  -4.41065245e-01   7.55442108e-02  -1.42871130e-02
   -2.13877278e-01  -1.08386089e-01   2.32714127e-01  -1.10375063e-01
   -3.03123118e-03   6.54224249e-02]
 [ -8.31831965e-02  -1.20197579e-01   3.09885892e-03  -1.34954562e-01
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   -4.65488477e-03  -1.15817452e-01]
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   -1.64839131e-01  -2.06699915e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.83778087e-01  -3.49436976e-01   9.47113046e-02   2.14240390e-01
   -1.41480233e-01  -6.41503309e-02   1.04659506e-01  -2.61137609e-01
   -2.74875148e-01  -9.06857762e-02]
 [  9.75855255e-02  -2.04946080e-01  -2.42035697e-02   1.12129736e-01
   -5.54598837e-02  -8.73410599e-02   2.55365163e-01   2.21777976e-03
    2.26218349e-02  -1.72783256e-03]
 [  4.12137419e-02  -1.07474135e-01  -2.09239882e-01   1.56560339e-01
   -8.81559708e-02   7.99583644e-02  -3.78003154e-02  -1.95558033e-02
   -8.33095217e-02   2.11760669e-03]
 [ -1.19839354e-01  -8.91155278e-02  -2.01394677e-01   1.59379972e-01
   -9.72475512e-04   1.33120423e-01   1.47296571e-02  -2.50527918e-01
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 [ -6.30882484e-02  -4.88824012e-02   2.77923460e-01   1.08434481e-01
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    8.18395108e-02   4.60989565e-02]
 [  6.61833152e-02  -2.98056765e-03   9.04172936e-02   9.77555934e-02
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   -1.86691729e-02  -4.89445441e-02]
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   -5.11842762e-02  -1.55981794e-02]
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 [  1.03441026e-01  -2.47834459e-01  -1.59815772e-01  -3.07708226e-02
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   -1.11363963e-01  -5.93056543e-02]
 [ -3.37419739e-01   1.68445612e-02   1.88724896e-02  -1.10047740e-02
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 [  2.16921341e-01  -2.03967962e-01   6.65958033e-02  -1.52173875e-02
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 [ -1.04321475e-01  -8.34230129e-02   1.21708576e-01   1.10038403e-01
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    1.82532414e-01  -1.56800556e-03]
 [ -3.37651907e-02  -2.17927404e-01   1.86018061e-01  -2.95069074e-01
   -1.70702029e-01   1.29355835e-01   1.14478388e-01  -1.22172063e-01
   -6.73671376e-03   1.87630081e-01]]
[[ 0.63177412]
 [ 1.73216512]
 [ 0.23964688]
 [ 0.88872112]
 [-2.7633459 ]
 [-0.2649753 ]
 [-1.74317154]
 [ 0.08719436]
 [ 0.70291147]
 [ 0.88875234]]
Progress: 45.4% ... Training loss: 0.265 ... Validation loss: 0.448[[  1.62545481e-01   2.49595216e-01  -1.04579527e-01   1.06455786e-01
   -4.87430858e-01  -7.03007760e-02  -7.42346900e-02   1.20185552e-01
   -5.39646032e-02   2.00896027e-01]
 [  8.15571497e-03   1.28514227e-01  -2.13559116e-02   3.93482259e-02
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    1.37234699e-01  -3.48408170e-02]
 [  2.02532420e-01   7.89033496e-01   1.37172369e-02  -4.51419280e-02
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    5.92527567e-02   2.94062397e-01]
 [  5.32300756e-02  -4.06620132e-01  -1.93555642e-01   1.95369974e-01
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    1.33307320e-01   3.00257725e-01]
 [ -3.16489286e-02   6.67370082e-02  -1.51188449e-01   3.27263079e-02
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   -2.01748694e-01  -5.69958361e-02]
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   -3.01765906e-02  -3.17224585e-02]
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   -5.66569949e-03  -1.16977246e-01]
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   -1.64685755e-01  -2.06497744e-01]
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   -8.33485527e-02   2.02039421e-03]
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 [  6.60247863e-02  -4.17889485e-03   9.03662192e-02   9.76279939e-02
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   -1.87108536e-02  -4.91460637e-02]
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 [  4.99597331e-02  -3.95102117e-02  -1.15319834e-01   4.90354093e-02
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   -1.81098820e-01  -3.78950958e-01]
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 [  1.09843090e-02  -5.00094708e-01  -4.37205766e-02  -1.06393862e-01
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   -3.63710854e-01  -2.19495260e-01]
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   -9.52937592e-02  -1.43855418e-01]
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   -2.62332505e-01  -3.26636385e-02]
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 [  3.55323716e-01   3.53337979e-01  -8.00207547e-02   3.16640685e-01
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 [  4.70036340e-02   1.24796485e-01   2.53410536e-01   2.47406980e-01
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   -1.88122331e-01   1.03454429e-01]
 [  7.50636635e-02   5.22108640e-02   1.08034989e-01   9.55199145e-03
   -2.48064135e-01   6.67820813e-02   4.36069391e-02  -2.70940715e-01
   -1.58806672e-02  -8.56422824e-02]
 [ -5.99701689e-03   1.17821603e-01   8.59531697e-02  -2.61304204e-02
   -7.21894425e-02   1.78130675e-01   7.34434242e-02   1.18426427e-01
   -1.80507918e-02   1.76116269e-01]
 [  2.26004383e-01   9.26168526e-02   3.00883120e-02   8.49988753e-02
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   -5.11784507e-02  -1.55922772e-02]
 [  4.91120456e-02   3.00496999e-02   1.92450365e-02   4.92379995e-02
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 [  2.53049054e-01   3.29524056e-01   2.47411009e-01   1.52965479e-01
   -4.95175836e-01   7.93273397e-02  -2.32530835e-01   1.62662495e-01
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   -3.09548397e-02   5.22511783e-02]
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   -2.75613081e-01  -9.41791451e-02]
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 [  8.96762481e-03  -4.15246014e-01  -1.28273823e-01  -1.62929746e-01
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 [  1.03283720e-01  -2.47968517e-01  -1.59902896e-01  -3.10132487e-02
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 [ -1.19046282e-01   2.13643600e-02   2.64005549e-01  -5.97926076e-03
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   -1.12124751e-01  -6.01287767e-02]
 [ -3.38084673e-01   1.50595048e-02   1.86344070e-02  -1.19308053e-02
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   -7.31280786e-02   8.73381425e-02]
 [  1.49961448e-01  -6.46360074e-03  -2.31459523e-01  -7.15399241e-02
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 [  2.17108787e-01  -2.04128318e-01   6.66977510e-02  -1.47047444e-02
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 [ -1.04675157e-01  -8.38790959e-02   1.21533744e-01   1.09491115e-01
    2.71833097e-02  -1.14719767e-01   2.57928134e-01  -7.83505880e-02
    1.82032211e-01  -2.21098624e-03]
 [ -3.45813153e-02  -2.19408412e-01   1.85680307e-01  -2.96345983e-01
   -1.69139190e-01   1.29749959e-01   1.15654610e-01  -1.22291356e-01
   -7.78491051e-03   1.86406502e-01]]
[[ 0.62977567]
 [ 1.73625327]
 [ 0.23405939]
 [ 0.88203746]
 [-2.76525903]
 [-0.27150633]
 [-1.75834751]
 [ 0.0824071 ]
 [ 0.69801234]
 [ 0.88449831]]
Progress: 45.4% ... Training loss: 0.265 ... Validation loss: 0.445[[  1.65396628e-01   2.57183434e-01  -1.03414922e-01   1.10967171e-01
   -5.00583777e-01  -7.16597820e-02  -8.14727539e-02   1.20609637e-01
   -5.05658895e-02   2.05365886e-01]
 [  8.85184039e-03   1.29815700e-01  -2.10588322e-02   4.04768764e-02
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    1.38135260e-01  -3.37152625e-02]
 [  2.07569354e-01   7.99078954e-01   1.57946903e-02  -3.73574762e-02
    7.06257002e-01  -2.55106502e-02  -9.37352240e-01  -3.98815750e-02
    6.52170845e-02   3.01742580e-01]
 [  5.40672090e-02  -4.05144562e-01  -1.93302003e-01   1.96800622e-01
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    1.34209522e-01   3.00596583e-01]
 [ -3.38065082e-02   5.92829717e-02  -1.52193288e-01   2.91320348e-02
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   -2.04426830e-01  -6.04429014e-02]
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   -3.18771204e-02  -3.38244548e-02]
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   -1.78624274e-02  -4.95880027e-02   7.90621314e-02   1.18218853e-01
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   -4.66511801e-02   6.89002732e-02  -9.48360470e-02  -2.97573222e-02
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   -2.23590364e-03   6.64135978e-02]
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   -4.41068465e-03  -1.15471505e-01]
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   -1.64206448e-01  -2.05777578e-01]
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   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.84249904e-01  -3.49812966e-01   9.44738158e-02   2.13393475e-01
   -1.40359000e-01  -6.39146956e-02   1.04964448e-01  -2.61214370e-01
   -2.75486329e-01  -9.14895602e-02]
 [  9.63109413e-02  -2.06487897e-01  -2.46918954e-02   1.10405742e-01
   -5.19832944e-02  -8.67626789e-02   2.57380130e-01   2.04152171e-03
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 [  4.06116729e-02  -1.09039441e-01  -2.09465669e-01   1.55748696e-01
   -8.71059038e-02   8.02007846e-02  -3.59019058e-02  -1.96314436e-02
   -8.39403147e-02   1.44523932e-03]
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 [ -6.23254504e-02  -4.72357238e-02   2.78166665e-01   1.09439693e-01
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 [  6.57077441e-02  -4.94134313e-03   9.02720685e-02   9.72186501e-02
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   -1.90295177e-02  -4.94573746e-02]
 [  1.22782556e-02  -1.37646918e-01  -2.91410684e-01  -4.88760277e-02
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 [  5.08668439e-02  -3.70981577e-02  -1.14946828e-01   5.04377031e-02
   -1.28000021e-01   3.19516508e-01   2.71937172e-01   2.04712986e-01
   -1.55398718e-01  -5.49415969e-02]
 [  2.26198049e-03  -1.34297062e-02   1.22778299e-01   1.07826994e-01
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   -1.99857603e-02  -2.04013675e-01  -5.10785230e-02  -2.04050109e-02
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   -1.81137529e-01  -3.79011732e-01]
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 [  1.14997975e-02  -4.99461160e-01  -4.35598444e-02  -1.05662078e-01
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   -3.63166199e-01  -2.18803963e-01]
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   -7.04067895e-02   8.32591344e-02]
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   -9.53758794e-02  -1.43966436e-01]
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   -2.62052494e-01  -3.23151097e-02]
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   -1.49114811e-02  -1.25587240e-01]
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 [  3.55120107e-01   3.54289765e-01  -8.00116479e-02   3.16679818e-01
   -9.06583400e-01  -2.88577837e-01  -4.95724203e-01   1.77643623e-01
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 [  4.65215555e-02   1.23354781e-01   2.53225498e-01   2.46706038e-01
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   -1.40109244e-01  -2.91069548e-01]
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   -4.40795270e-03  -1.75747353e-01   9.41999450e-02   9.09519069e-03
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 [  2.76493552e-02   8.27847581e-02   2.43084239e-01   7.07190010e-02
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   -1.88426015e-01   1.03019563e-01]
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   -1.57620564e-02  -8.54720883e-02]
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   -5.10277581e-02  -1.53398492e-02]
 [  4.95255729e-02   3.12289090e-02   1.93876108e-02   4.98031563e-02
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   -1.66383078e-01  -2.23496248e-01]
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   -6.74244770e-03   1.87659824e-01]]
[[ 0.64328264]
 [ 1.75002254]
 [ 0.24418319]
 [ 0.89003777]
 [-2.75033176]
 [-0.26214263]
 [-1.75347226]
 [ 0.09457346]
 [ 0.71033031]
 [ 0.89800577]]
Progress: 45.5% ... Training loss: 0.271 ... Validation loss: 0.442[[  1.64923751e-01   2.56104356e-01  -1.03616195e-01   1.10300061e-01
   -4.98370550e-01  -7.15257495e-02  -8.04930227e-02   1.20559156e-01
   -5.10514460e-02   2.04710759e-01]
 [  8.86127261e-03   1.29806225e-01  -2.10523654e-02   4.05021306e-02
    9.56604849e-02  -4.97317183e-03   3.32721528e-01   4.04473442e-02
    1.38148994e-01  -3.36951905e-02]
 [  2.05305467e-01   7.90437511e-01   1.49214573e-02  -4.06498257e-02
    7.14660837e-01  -2.46329663e-02  -9.30410369e-01  -4.02157048e-02
    6.26944453e-02   2.98565717e-01]
 [  5.57241309e-02  -3.99728925e-01  -1.92637766e-01   1.99532479e-01
   -3.11556360e-03   1.26024086e-01   2.19231377e-01   6.51473390e-02
    1.35946446e-01   3.02681754e-01]
 [ -3.62635419e-02   5.24733223e-02  -1.53055341e-01   2.59057565e-02
   -1.82804201e-02  -1.76076323e-01   1.11218113e-01  -1.18679541e-01
   -2.06855341e-01  -6.36557738e-02]
 [ -3.97745823e-01  -6.67642213e-01  -3.02740677e-01   1.47591789e-01
   -1.49505323e-01   4.25703280e-02   3.71449004e-01  -3.99702869e-02
   -3.29443285e-02  -3.50889260e-02]
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   -8.40651358e-03  -4.84523398e-02   8.63153958e-02   1.17802189e-01
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   -4.63774800e-02   6.89739377e-02  -9.40772211e-02  -2.97852755e-02
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   -5.44136453e-03  -1.16763676e-01]
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   -1.64815331e-01  -2.06542004e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
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 [ -2.84376498e-01  -3.49439049e-01   9.44134052e-02   2.13202209e-01
   -1.39680013e-01  -6.38425353e-02   1.04772690e-01  -2.61237886e-01
   -2.75638586e-01  -9.16782829e-02]
 [  9.59268285e-02  -2.07007590e-01  -2.48428059e-02   1.09942823e-01
   -5.05930988e-02  -8.66022724e-02   2.58204507e-01   1.98378082e-03
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 [  3.99236106e-02  -1.10086785e-01  -2.09721769e-01   1.54801466e-01
   -8.57950707e-02   8.04583018e-02  -3.49357071e-02  -1.97263815e-02
   -8.46339966e-02   5.48921201e-04]
 [ -1.21047686e-01  -9.26253173e-02  -2.01865424e-01   1.57661494e-01
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 [ -6.24584828e-02  -4.78457540e-02   2.78135794e-01   1.09289938e-01
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 [  6.49220333e-02  -6.93565740e-03   8.99455333e-02   9.59806094e-02
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   -1.99582625e-02  -5.07081079e-02]
 [  1.11330294e-02  -1.40662077e-01  -2.91859349e-01  -5.04777043e-02
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 [  4.95524826e-02  -4.07227017e-02  -1.15442248e-01   4.86454824e-02
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   -1.56875598e-01  -5.67448544e-02]
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 [  1.17830440e-01   8.62158491e-02  -4.17035739e-02  -8.72853969e-02
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   -1.81454470e-01  -3.79418756e-01]
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 [  1.13225352e-02  -4.99924431e-01  -4.36263430e-02  -1.05906706e-01
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   -7.06467163e-02   8.29558344e-02]
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 [  3.53965411e-01   3.51966893e-01  -8.04482360e-02   3.15068154e-01
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 [  4.55828533e-02   1.21468877e-01   2.52857244e-01   2.45427786e-01
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   -1.41172541e-01  -2.92428287e-01]
 [  1.59122389e-02  -9.14705925e-02  -1.22341135e-01  -6.57893353e-02
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 [ -5.17371134e-03  -6.58865344e-02  -6.99704023e-02  -6.21533743e-02
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 [  2.72172509e-02   8.15007161e-02   2.42949091e-01   7.01306159e-02
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   -1.88893432e-01   1.02462653e-01]
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   -1.51155699e-02  -8.45787548e-02]
 [ -6.56909688e-03   1.16328005e-01   8.57349511e-02  -2.69643425e-02
   -6.98086376e-02   1.78376476e-01   7.48774307e-02   1.18347772e-01
   -1.87051701e-02   1.75309681e-01]
 [  2.25930692e-01   9.24510250e-02   3.00616037e-02   8.49239129e-02
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   -5.11838834e-02  -1.55730200e-02]
 [  4.93083315e-02   3.06593340e-02   1.93048363e-02   4.94892477e-02
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 [  6.09770144e-02   5.09620235e-01   1.28731339e-01   4.40731468e-01
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 [  2.52779540e-01   3.29181559e-01   2.47320782e-01   1.52726450e-01
   -4.95004963e-01   7.93820474e-02  -2.31615969e-01   1.62622958e-01
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 [ -7.15946309e-02   2.40126069e-01   2.41919562e-01   1.95104352e-02
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   -3.02171728e-02   5.31532973e-02]
 [ -9.95954490e-02   7.22737435e-03   2.41734601e-02   9.24069877e-02
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   -2.75115827e-01  -9.35670477e-02]
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   -2.07403489e-01   3.22521043e-02]
 [  9.08273986e-03  -4.15042874e-01  -1.28230842e-01  -1.62773798e-01
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   -1.66448018e-01  -2.23576000e-01]
 [  1.01451432e-01  -2.50395742e-01  -1.60563877e-01  -3.33652817e-02
   -5.94344192e-02  -4.25453621e-02   1.24463355e-01  -1.56065555e-01
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 [ -1.20779336e-01   1.73122321e-02   2.63347347e-01  -8.29188918e-03
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   -1.14036593e-01  -6.25074142e-02]
 [ -3.38339894e-01   1.43137765e-02   1.85164827e-02  -1.22890369e-02
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   -7.34130837e-02   8.68841522e-02]
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 [  2.17044135e-01  -2.04313332e-01   6.67103099e-02  -1.46256208e-02
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    1.19209668e-01  -1.69406706e-01]
 [ -1.05170422e-01  -8.47633779e-02   1.21354033e-01   1.08825040e-01
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    1.81404054e-01  -2.92257276e-03]
 [ -3.42643151e-02  -2.18563902e-01   1.85770103e-01  -2.96011299e-01
   -1.70616395e-01   1.29663128e-01   1.14536348e-01  -1.22271109e-01
   -7.47095691e-03   1.86704865e-01]]
[[ 0.62610594]
 [ 1.73492481]
 [ 0.22659602]
 [ 0.87218248]
 [-2.76804509]
 [-0.27691369]
 [-1.77251281]
 [ 0.0793743 ]
 [ 0.69344611]
 [ 0.8819516 ]]
Progress: 45.5% ... Training loss: 0.269 ... Validation loss: 0.451[[  1.65897990e-01   2.58700454e-01  -1.03254421e-01   1.11650712e-01
   -5.00470218e-01  -7.20016770e-02  -8.28992141e-02   1.20681858e-01
   -4.99589122e-02   2.06244233e-01]
 [  8.57866164e-03   1.28947219e-01  -2.11700722e-02   4.00645694e-02
    9.61770371e-02  -4.83517254e-03   3.33516420e-01   4.04081676e-02
    1.37782142e-01  -3.41500984e-02]
 [  2.04811420e-01   7.90827414e-01   1.47320012e-02  -4.14051676e-02
    7.18269774e-01  -2.44018383e-02  -9.30684535e-01  -4.02868966e-02
    6.20822429e-02   2.97908599e-01]
 [  5.80550928e-02  -3.95295531e-01  -1.91803721e-01   2.02995717e-01
   -1.21063141e-02   1.25006367e-01   2.14549069e-01   6.54617689e-02
    1.38671309e-01   3.06135777e-01]
 [ -3.44599665e-02   5.54226839e-02  -1.52424482e-01   2.82374408e-02
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   -2.04952166e-01  -6.13082039e-02]
 [ -3.97262979e-01  -6.66951619e-01  -3.02592383e-01   1.48222205e-01
   -1.52567605e-01   4.23410669e-02   3.70799366e-01  -3.99049519e-02
   -3.24497115e-02  -3.45109900e-02]
 [ -7.75058879e-03  -2.57550748e-01   8.58588068e-03   8.74151163e-02
   -1.86313259e-02  -7.04110816e-02   1.92307010e-01  -1.91868535e-01
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 [  1.09627445e-01  -2.73932740e-01   3.21228642e-02  -7.19525661e-02
   -1.12939937e-02  -4.87413622e-02   8.46235147e-02   1.17886624e-01
    8.07071668e-02  -1.95564574e-02]
 [ -1.78052149e-01  -1.85668971e-01  -3.03060178e-01  -2.19638386e-02
   -4.78281435e-02   6.88641144e-02  -9.44105931e-02  -2.97510270e-02
    2.66001838e-01  -1.34867286e-01]
 [  2.50543083e-02  -4.46344978e-01   7.42606938e-02  -1.87049599e-02
   -2.14087791e-01  -1.07037451e-01   2.39664131e-01  -1.10849670e-01
   -6.42464352e-03   6.10889259e-02]
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   -3.97927202e-03  -1.14931668e-01]
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   -1.64362926e-01  -2.05964034e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.84463965e-01  -3.49537168e-01   9.44057188e-02   2.13214929e-01
   -1.40352688e-01  -6.38222051e-02   1.05245164e-01  -2.61245822e-01
   -2.75724242e-01  -9.18267132e-02]
 [  9.65767638e-02  -2.06102147e-01  -2.46331957e-02   1.10763565e-01
   -5.32020281e-02  -8.69122417e-02   2.57047880e-01   2.07000916e-03
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 [  4.01350993e-02  -1.09474960e-01  -2.09646795e-01   1.55078249e-01
   -8.60586868e-02   8.03598771e-02  -3.56004938e-02  -1.96958258e-02
   -8.43853057e-02   8.84307146e-04]
 [ -1.20240405e-01  -9.05195980e-02  -2.01574768e-01   1.58766037e-01
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 [ -6.21366923e-02  -4.74404401e-02   2.78238358e-01   1.09729320e-01
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[[ 0.63168168]
 [ 1.73774547]
 [ 0.23063516]
 [ 0.87906853]
 [-2.76335771]
 [-0.27027789]
 [-1.76361293]
 [ 0.08469972]
 [ 0.69902614]
 [ 0.88798874]]
Progress: 45.5% ... Training loss: 0.266 ... Validation loss: 0.448[[  1.69386422e-01   2.65385446e-01  -1.01998555e-01   1.16310411e-01
   -5.13035113e-01  -7.33525426e-02  -9.01359365e-02   1.21138408e-01
   -4.61260977e-02   2.11166308e-01]
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 [  2.06164252e-01   7.92135890e-01   1.51819500e-02  -3.96945891e-02
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 [  5.43791028e-02  -4.04619099e-01  -1.93164119e-01   1.97737142e-01
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   -1.64379565e-01  -2.05942529e-01]
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   -1.48846506e-02  -8.43220075e-02]
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 [ -3.33134915e-02  -2.15729055e-01   1.86036155e-01  -2.94974676e-01
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[[ 0.63550704]
 [ 1.7446996 ]
 [ 0.23436414]
 [ 0.88311837]
 [-2.75892286]
 [-0.26877424]
 [-1.75920492]
 [ 0.08631603]
 [ 0.69895837]
 [ 0.89037053]]
Progress: 45.6% ... Training loss: 0.266 ... Validation loss: 0.440[[  1.66546044e-01   2.60508174e-01  -1.03037318e-01   1.12369481e-01
   -5.03362833e-01  -7.21439917e-02  -8.41310924e-02   1.20732682e-01
   -4.94205136e-02   2.07213975e-01]
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[[ 0.62560246]
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 [ 0.87588417]
 [-2.7649463 ]
 [-0.27382295]
 [-1.76412081]
 [ 0.07888792]
 [ 0.69112893]
 [ 0.88126464]]
Progress: 45.6% ... Training loss: 0.266 ... Validation loss: 0.448[[  1.68081964e-01   2.64637025e-01  -1.02392939e-01   1.14922834e-01
   -5.09579482e-01  -7.28983299e-02  -8.75132981e-02   1.20954360e-01
   -4.77753620e-02   2.09570028e-01]
 [  8.49287505e-03   1.27887085e-01  -2.11842586e-02   4.00860665e-02
    9.71739310e-02  -4.81367796e-03   3.34713714e-01   4.03858839e-02
    1.37791712e-01  -3.40505190e-02]
 [  2.07377370e-01   7.92824004e-01   1.55314463e-02  -3.84645735e-02
    7.18597972e-01  -2.54612564e-02  -9.36871891e-01  -3.99703344e-02
    6.46567790e-02   3.01961442e-01]
 [  5.63860853e-02  -3.98472580e-01  -1.92383078e-01   2.00919760e-01
   -4.95666808e-03   1.25798587e-01   2.17234533e-01   6.52261847e-02
    1.36530797e-01   3.04444735e-01]
 [ -2.91553591e-02   6.53191055e-02  -1.50515070e-01   3.55747037e-02
   -4.03297450e-02  -1.79115846e-01   9.76307645e-02  -1.17736334e-01
   -1.99306301e-01  -5.43625666e-02]
 [ -3.97402312e-01  -6.66235606e-01  -3.02602360e-01   1.48387187e-01
   -1.56724205e-01   4.23456441e-02   3.71762340e-01  -3.99182910e-02
   -3.27603771e-02  -3.49936420e-02]
 [ -4.37129495e-03  -2.51882461e-01   9.77646026e-03   9.20924392e-02
   -3.41279975e-02  -7.17451747e-02   1.85825606e-01  -1.91453471e-01
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 [  1.09440819e-01  -2.74556024e-01   3.20510555e-02  -7.21358723e-02
   -1.16233047e-02  -4.87195033e-02   8.45772964e-02   1.17858971e-01
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 [ -1.78015652e-01  -1.85337063e-01  -3.03021589e-01  -2.19627428e-02
   -5.15793897e-02   6.88075102e-02  -9.45179309e-02  -2.97572273e-02
    2.66102278e-01  -1.34778700e-01]
 [  2.53661230e-02  -4.46955613e-01   7.43496600e-02  -1.83028311e-02
   -2.23915799e-01  -1.07152451e-01   2.40232355e-01  -1.10867354e-01
   -6.04284970e-03   6.17238397e-02]
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   -9.57318970e-02   1.11246174e-02   2.22936322e-01  -1.02356548e-01
   -1.15802456e-03  -1.11270517e-01]
 [ -1.20691897e-01  -2.18980735e-01  -6.91426597e-02   1.35159869e-02
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   -1.64266053e-01  -2.05682449e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.84949669e-01  -3.49729606e-01   9.42831195e-02   2.12965187e-01
   -1.41082117e-01  -6.36260738e-02   1.06246900e-01  -2.61311191e-01
   -2.76312380e-01  -9.25946214e-02]
 [  9.65619605e-02  -2.06448428e-01  -2.46285962e-02   1.10820607e-01
   -5.55786549e-02  -8.69344851e-02   2.57560006e-01   2.07223752e-03
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 [  4.01335836e-02  -1.09041260e-01  -2.09658389e-01   1.54954802e-01
   -8.56519368e-02   8.03420996e-02  -3.54781489e-02  -1.96950203e-02
   -8.43721485e-02   8.79328024e-04]
 [ -1.19123978e-01  -8.85923487e-02  -2.01156883e-01   1.60323961e-01
   -4.32219607e-03   1.32809129e-01   1.37949949e-02  -2.50469597e-01
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 [ -6.07969441e-02  -4.58830723e-02   2.78677002e-01   1.11556238e-01
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    8.42611875e-02   4.91394833e-02]
 [  6.48539450e-02  -6.93513881e-03   8.98922832e-02   9.57066367e-02
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   -2.00976168e-02  -5.09042453e-02]
 [  9.84163988e-03  -1.44250933e-01  -2.92398106e-01  -5.22971223e-02
    1.01468120e-01  -9.26723533e-02   1.30654581e-01   1.62751936e-01
    1.07412518e-01  -3.07133112e-02]
 [  5.15690118e-02  -3.59007825e-02  -1.14657091e-01   5.16319004e-02
   -1.32703328e-01   3.19118141e-01   2.70766523e-01   2.04805242e-01
   -1.54501558e-01  -5.36106845e-02]
 [  3.15811108e-03  -1.08177796e-02   1.23137884e-01   1.09106311e-01
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 [  1.17820990e-01   8.62056194e-02  -4.17040149e-02  -8.72905386e-02
   -1.30520360e-01  -3.33201128e-01   1.11228208e-01   9.30001074e-03
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   -2.15409404e-02  -2.04110135e-01  -5.08844224e-02  -2.03916229e-02
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 [ -1.64874888e-01  -1.34406969e-01  -2.05025699e-01  -2.71629105e-02
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   -1.46718445e-02   3.44501411e-02]
 [ -3.06460918e-02  -1.34359019e-01  -7.50175099e-02  -1.25804576e-01
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   -1.81148380e-01  -3.79000390e-01]
 [ -1.55312015e-02  -4.41354216e-01  -3.03114239e-02  -7.01658236e-02
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    3.21573090e-02  -3.85351735e-01]
 [  1.24049922e-02  -4.98450838e-01  -4.32096401e-02  -1.04329184e-01
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   -3.62174548e-01  -2.17542913e-01]
 [ -1.75242941e-01  -6.41999231e-01  -1.09017972e-02  -2.06390800e-01
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   -7.01319612e-02   8.36115101e-02]
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   -9.50704545e-02  -1.43525384e-01]
 [ -2.13046903e-01  -3.50168389e-01   2.49474718e-01  -2.49178384e-01
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   -2.62453475e-01  -3.28299805e-02]
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   -1.42332689e-02  -1.24656006e-01]
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   -6.86554082e-02   5.49373621e-02  -1.46563854e-01   2.81251247e-01
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 [  3.53803346e-01   3.54660034e-01  -8.04374011e-02   3.15008554e-01
   -9.07447921e-01  -2.88100549e-01  -4.94058189e-01   1.77447692e-01
    3.91882786e-01  -2.00257839e-02]
 [  4.65691504e-02   1.23688703e-01   2.53210500e-01   2.46743981e-01
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   -1.40096044e-01  -2.91164496e-01]
 [  1.62328241e-02  -9.07182633e-02  -1.22230436e-01  -6.53774469e-02
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 [ -5.99479590e-03  -6.77566869e-02  -7.02811886e-02  -6.33413295e-02
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 [  2.76894725e-02   8.28485979e-02   2.43089827e-01   7.06420730e-02
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   -1.88535213e-01   1.02993132e-01]
 [  7.66766572e-02   5.49313208e-02   1.08693678e-01   1.18945561e-02
   -2.53811849e-01   6.60468458e-02   4.04779230e-02  -2.70723984e-01
   -1.40654353e-02  -8.32118845e-02]
 [ -6.23765817e-03   1.17355115e-01   8.58411096e-02  -2.65095770e-02
   -7.12055260e-02   1.78192393e-01   7.40768575e-02   1.18393152e-01
   -1.82924213e-02   1.75839705e-01]
 [  2.25893187e-01   9.21107809e-02   2.99968619e-02   8.47446199e-02
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   -5.13240723e-02  -1.58158632e-02]
 [  4.90102615e-02   3.06707475e-02   1.91849987e-02   4.90386427e-02
   -4.48913976e-01  -1.25604233e-01  -2.33030725e-01   4.15718729e-02
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 [  6.28141476e-02   5.13310137e-01   1.29414707e-01   4.43424292e-01
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 [  1.79033181e-01   4.95990510e-01   6.76934342e-02   4.32421717e-01
   -1.01741337e+00  -8.35128705e-02  -4.32735802e-01   1.51290135e-01
    2.15311638e-01   4.81154882e-01]
 [  2.52006358e-01   3.28074982e-01   2.47026022e-01   1.51618764e-01
   -4.93330139e-01   7.97405223e-02  -2.30134684e-01   1.62524054e-01
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 [ -7.06453723e-02   2.42825247e-01   2.42242257e-01   2.08170614e-02
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   -2.92062693e-02   5.44543013e-02]
 [ -9.93611369e-02   7.84028054e-03   2.42287122e-02   9.27125470e-02
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   -2.74945179e-01  -9.32683201e-02]
 [ -2.21764140e-01  -3.57186172e-02  -9.40539737e-02  -3.44907839e-01
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   -2.07186074e-01   3.25176256e-02]
 [  8.85557693e-03  -4.16403246e-01  -1.28322590e-01  -1.63044836e-01
    3.75506553e-01   2.57773347e-02   1.98795330e-01   1.52183879e-01
   -1.66727102e-01  -2.23866545e-01]
 [  1.01367229e-01  -2.49218446e-01  -1.60608884e-01  -3.31936518e-02
   -6.49253392e-02  -4.25024668e-02   1.23759028e-01  -1.56101907e-01
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 [ -1.19115845e-01   1.98207778e-02   2.63945085e-01  -5.85854028e-03
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   -1.12151861e-01  -5.98676506e-02]
 [ -3.38765048e-01   1.27885339e-02   1.83530573e-02  -1.28470126e-02
    1.36597001e-01  -1.79274234e-01   1.23458836e-02   2.35063682e-01
   -7.38952987e-02   8.63529665e-02]
 [  1.51570463e-01  -4.58657185e-03  -2.30823098e-01  -6.89175595e-02
    9.83445092e-02  -3.02593070e-01   7.90657795e-02  -1.66183623e-01
    1.01555028e-02  -1.75843183e-01]
 [  2.19087531e-01  -2.01557314e-01   6.75531440e-02  -1.14954733e-02
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    1.21536290e-01  -1.66632264e-01]
 [ -1.04646682e-01  -8.26088545e-02   1.21572481e-01   1.09510653e-01
    2.43542387e-02  -1.14821119e-01   2.56865209e-01  -7.83629965e-02
    1.81765893e-01  -2.28221508e-03]
 [ -3.32614795e-02  -2.15200690e-01   1.86013050e-01  -2.94989352e-01
   -1.80151540e-01   1.29323553e-01   1.12039082e-01  -1.22190129e-01
   -6.37494365e-03   1.88238149e-01]]
[[ 0.64229646]
 [ 1.74928402]
 [ 0.24328966]
 [ 0.890603  ]
 [-2.75261895]
 [-0.26141083]
 [-1.75192202]
 [ 0.0902498 ]
 [ 0.7079163 ]
 [ 0.89702949]]
Progress: 45.7% ... Training loss: 0.269 ... Validation loss: 0.445[[  1.69180540e-01   2.68223369e-01  -1.01866312e-01   1.16964062e-01
   -5.16040713e-01  -7.33911146e-02  -9.11852193e-02   1.21126940e-01
   -4.64039811e-02   2.11222132e-01]
 [  8.72689105e-03   1.28302869e-01  -2.10611986e-02   4.05108436e-02
    9.59043695e-02  -4.93768116e-03   3.34398221e-01   4.04280683e-02
    1.38129266e-01  -3.36490708e-02]
 [  2.06878644e-01   7.92640326e-01   1.53092472e-02  -3.96114529e-02
    7.23294152e-01  -2.52996835e-02  -9.37890839e-01  -4.00599843e-02
    6.41633262e-02   3.01461964e-01]
 [  5.20718318e-02  -4.09721132e-01  -1.93928684e-01   1.95530207e-01
    1.10532291e-02   1.27586558e-01   2.28832937e-01   6.46285034e-02
    1.32295199e-01   2.99039764e-01]
 [ -2.84531369e-02   6.79045490e-02  -1.50046486e-01   3.73889365e-02
   -5.03923264e-02  -1.79530615e-01   9.62494565e-02  -1.17593386e-01
   -1.98500546e-01  -5.38057261e-02]
 [ -3.97058471e-01  -6.65598001e-01  -3.02426034e-01   1.49117855e-01
   -1.60843943e-01   4.21670653e-02   3.71411463e-01  -3.98712936e-02
   -3.23813854e-02  -3.46722158e-02]
 [ -5.24377342e-03  -2.53211039e-01   9.51446118e-03   9.11280383e-02
   -3.23671277e-02  -7.13845558e-02   1.86960335e-01  -1.91559890e-01
    1.98679731e-01   3.85707015e-02]
 [  1.08453870e-01  -2.76812476e-01   3.16985799e-02  -7.34022838e-02
   -8.49567851e-03  -4.83530776e-02   8.66822661e-02   1.17723416e-01
    7.94340305e-02  -2.06464701e-02]
 [ -1.77529070e-01  -1.84724678e-01  -3.02809553e-01  -2.12676533e-02
   -5.29880982e-02   6.86035919e-02  -9.52979039e-02  -2.96895106e-02
    2.66737860e-01  -1.34031429e-01]
 [  2.72016581e-02  -4.42618692e-01   7.51024261e-02  -1.56060246e-02
   -2.33077233e-01  -1.07954390e-01   2.35126302e-01  -1.10600025e-01
   -3.93370256e-03   6.42632849e-02]
 [ -8.09901193e-02  -1.16519373e-01   3.95478351e-03  -1.31434496e-01
   -9.21251626e-02   1.15396329e-02   2.25876719e-01  -1.02500814e-01
   -2.19715260e-03  -1.12559549e-01]
 [ -1.22448995e-01  -2.23208795e-01  -6.97402543e-02   1.14348486e-02
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   -1.66169234e-01  -2.08274194e-01]
 [ -1.58296666e-01   2.61608523e-03   6.12844086e-02   1.99480485e-02
   -1.69624156e-01  -2.19087343e-01  -1.75281500e-01  -1.97199158e-01
    8.51909440e-02   1.71927399e-01]
 [ -2.85126814e-01  -3.50031331e-01   9.42272853e-02   2.12854822e-01
   -1.41001227e-01  -6.35521966e-02   1.06717170e-01  -2.61338752e-01
   -2.76549195e-01  -9.28651636e-02]
 [  9.70614908e-02  -2.05691910e-01  -2.44126702e-02   1.11624411e-01
   -5.76874362e-02  -8.71630266e-02   2.57005119e-01   2.14923608e-03
    2.20218046e-02  -2.58397100e-03]
 [  4.08411633e-02  -1.07352512e-01  -2.09372818e-01   1.55946135e-01
   -8.91560905e-02   8.00352925e-02  -3.74391691e-02  -1.95997256e-02
   -8.35983566e-02   1.68690461e-03]
 [ -1.20707882e-01  -9.20419391e-02  -2.01698156e-01   1.58435030e-01
   -5.29006620e-04   1.33450156e-01   1.72804310e-02  -2.50675477e-01
    7.30255212e-02  -1.94722493e-01]
 [ -6.04358078e-02  -4.48318140e-02   2.78824105e-01   1.12012153e-01
    8.49037679e-02  -6.45654990e-02  -1.25066384e-01   1.21382716e-01
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[[ 0.63897486]
 [ 1.74662926]
 [ 0.24307617]
 [ 0.8837257 ]
 [-2.75480615]
 [-0.26339244]
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 [ 0.08580185]
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Progress: 45.8% ... Training loss: 0.268 ... Validation loss: 0.442[[ 0.16816765  0.26500494 -0.10218621  0.11577515 -0.51331396 -0.07297633
  -0.08772462  0.12099364 -0.04751768  0.20980399]
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Progress: 45.8% ... Training loss: 0.264 ... Validation loss: 0.442[[  1.67369818e-01   2.63975843e-01  -1.02414042e-01   1.14740805e-01
   -5.09823728e-01  -7.26805791e-02  -8.63438245e-02   1.20939273e-01
   -4.82674589e-02   2.09008295e-01]
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    1.38012257e-01  -3.38372830e-02]
 [  2.03535701e-01   7.86290914e-01   1.39332424e-02  -4.50451257e-02
    7.37399750e-01  -2.39280670e-02  -9.32476019e-01  -4.05415263e-02
    6.02144076e-02   2.96408855e-01]
 [  5.60807001e-02  -3.99895559e-01  -1.92181968e-01   2.02384474e-01
   -7.09487706e-03   1.25840100e-01   2.20717327e-01   6.52206553e-02
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 [ -2.95577639e-02   6.59089434e-02  -1.50371230e-01   3.61043836e-02
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   -1.99762388e-01  -5.56238106e-02]
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   -1.65280243e-01  -2.07333123e-01]
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 [  3.95193400e-02  -1.10151290e-01  -2.09821950e-01   1.54195828e-01
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 [  6.43994160e-02  -7.21938749e-03   8.97499497e-02   9.51427055e-02
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   -5.11219804e-02  -1.56235137e-02]
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   -1.66301072e-01  -2.23345621e-01]
 [  9.84172017e-02  -2.53770007e-01  -1.61561576e-01  -3.65407938e-02
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   -1.09900741e-01  -5.70639176e-02]
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   -7.67029319e-02   8.29177104e-02]
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 [ -3.09686881e-02  -2.08152754e-01   1.86961349e-01  -2.91665988e-01
   -1.91023805e-01   1.28359449e-01   1.05005273e-01  -1.21849764e-01
   -3.66564971e-03   1.91706397e-01]]
[[ 0.63010885]
 [ 1.73650112]
 [ 0.23400155]
 [ 0.87585033]
 [-2.76753247]
 [-0.26963209]
 [-1.76335975]
 [ 0.07900302]
 [ 0.69466488]
 [ 0.88385707]]
Progress: 45.9% ... Training loss: 0.264 ... Validation loss: 0.445[[  1.68603770e-01   2.66601454e-01  -1.01970510e-01   1.16309517e-01
   -5.12128062e-01  -7.31833780e-02  -8.90393980e-02   1.21079282e-01
   -4.68150077e-02   2.10639576e-01]
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    1.38138373e-01  -3.36770690e-02]
 [  2.05950156e-01   7.91493126e-01   1.47901388e-02  -4.16502621e-02
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    6.30262408e-02   3.00071028e-01]
 [  5.50833611e-02  -4.03118884e-01  -1.92591942e-01   2.00698173e-01
   -5.15814096e-04   1.26343378e-01   2.23669985e-01   6.50892214e-02
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 [ -2.91210086e-02   6.64305519e-02  -1.50215434e-01   3.67973737e-02
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   -1.99113163e-01  -5.52191439e-02]
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   -3.13836595e-02  -3.38308400e-02]
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   -9.97389133e-03  -4.84653897e-02   8.58627943e-02   1.17752186e-01
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   -5.86578961e-02   6.79791046e-02  -9.79508497e-02  -2.95059843e-02
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   -8.99576312e-04  -1.10862162e-01]
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   -1.64475173e-01  -2.06284072e-01]
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 [ -3.41579515e-01   3.78955676e-03   1.73036082e-02  -1.68998439e-02
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 [  2.19463767e-01  -2.01944756e-01   6.77113782e-02  -1.09106424e-02
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 [ -1.05471932e-01  -8.49335660e-02   1.21286065e-01   1.08498256e-01
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    1.81021617e-01  -3.21077260e-03]
 [ -3.06654045e-02  -2.07672925e-01   1.87078575e-01  -2.91281019e-01
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   -3.30561048e-03   1.92142325e-01]]
[[ 0.63933988]
 [ 1.74668927]
 [ 0.24289113]
 [ 0.8860289 ]
 [-2.75831249]
 [-0.26038405]
 [-1.7556754 ]
 [ 0.08609831]
 [ 0.70364186]
 [ 0.89317465]]
Progress: 45.9% ... Training loss: 0.266 ... Validation loss: 0.443[[  1.66798362e-01   2.62223384e-01  -1.02744399e-01   1.13307699e-01
   -5.05050835e-01  -7.22516952e-02  -8.49401129e-02   1.20774894e-01
   -4.89641872e-02   2.07926665e-01]
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 [  2.05876704e-01   7.90108810e-01   1.46658840e-02  -4.23282433e-02
    7.29356412e-01  -2.47224937e-02  -9.37323933e-01  -4.03034902e-02
    6.25731803e-02   2.99243053e-01]
 [  5.43718216e-02  -4.06651043e-01  -1.92858419e-01   1.99963587e-01
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 [ -2.75213126e-02   7.00690682e-02  -1.49663971e-01   3.88635735e-02
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   -1.97485254e-01  -5.31710879e-02]
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   -3.25864053e-02  -3.53364873e-02]
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   -1.64316831e-01  -2.06117537e-01]
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 [  5.13820106e-02  -3.80107808e-02  -1.14757776e-01   5.12178746e-02
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 [  4.65584946e-02   1.22795385e-01   2.53245513e-01   2.46746264e-01
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   -1.89503647e-01   1.01847942e-01]
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   -2.60029867e-01   6.53473219e-02   3.51418964e-02  -2.70505788e-01
   -1.21192988e-02  -8.09168583e-02]
 [ -4.62235594e-03   1.21030396e-01   8.64295479e-02  -2.43679620e-02
   -7.80706567e-02   1.77515655e-01   6.98292784e-02   1.18610101e-01
   -1.65221491e-02   1.78055023e-01]
 [  2.26015345e-01   9.33363692e-02   2.99933102e-02   8.46356843e-02
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   -5.14282452e-02  -1.60145514e-02]
 [  4.71631483e-02   2.65433762e-02   1.84574448e-02   4.63778032e-02
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 [  2.51497029e-01   3.27899977e-01   2.46896627e-01   1.51186939e-01
   -4.94341047e-01   7.98584182e-02  -2.29540596e-01   1.62483384e-01
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   -2.92400638e-02   5.44686821e-02]
 [ -9.99171940e-02   6.83029321e-03   2.40293702e-02   9.19168154e-02
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   -2.75511754e-01  -9.40755034e-02]
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   -1.66278993e-01  -2.23311374e-01]
 [  9.76274959e-02  -2.57107676e-01  -1.61971344e-01  -3.79641734e-02
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 [ -1.16089567e-01   2.63518787e-02   2.65159240e-01  -1.45363964e-03
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   -1.08680862e-01  -5.55544661e-02]
 [ -3.40671564e-01   5.75986435e-03   1.76933020e-02  -1.55593257e-02
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   -7.59027757e-02   8.35154344e-02]
 [  1.49707798e-01  -1.01237074e-02  -2.31546834e-01  -7.16699131e-02
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 [  2.19760025e-01  -2.00105588e-01   6.78621011e-02  -1.04166617e-02
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    1.22244569e-01  -1.65710039e-01]
 [ -1.05566428e-01  -8.47568798e-02   1.21226460e-01   1.08290544e-01
    2.78090030e-02  -1.14531352e-01   2.58368942e-01  -7.85018211e-02
    1.80862513e-01  -3.37821899e-03]
 [ -3.12791056e-02  -2.09078353e-01   1.86844295e-01  -2.92207389e-01
   -1.91226634e-01   1.28514982e-01   1.05684624e-01  -1.21907995e-01
   -3.97964976e-03   1.91455744e-01]]
[[ 0.63200505]
 [ 1.74357923]
 [ 0.23793481]
 [ 0.88053157]
 [-2.76282597]
 [-0.26641445]
 [-1.76208076]
 [ 0.08072982]
 [ 0.69663885]
 [ 0.88680802]]
Progress: 46.0% ... Training loss: 0.264 ... Validation loss: 0.442[[  1.65578524e-01   2.58465648e-01  -1.03287758e-01   1.11194957e-01
   -4.98870603e-01  -7.16599201e-02  -8.31076641e-02   1.20587420e-01
   -5.04221396e-02   2.06319369e-01]
 [  8.95794424e-03   1.28571257e-01  -2.09797559e-02   4.08304007e-02
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    1.38387751e-01  -3.33696415e-02]
 [  2.01890885e-01   7.81109507e-01   1.31045451e-02  -4.85440639e-02
    7.47796105e-01  -2.29757303e-02  -9.31270064e-01  -4.08604940e-02
    5.79559200e-02   2.93772322e-01]
 [  5.71756818e-02  -4.01755737e-01  -1.91755584e-01   2.04092101e-01
   -7.11759409e-03   1.25336464e-01   2.22876657e-01   6.53563991e-02
    1.38701414e-01   3.07353417e-01]
 [ -2.67171955e-02   7.21749205e-02  -1.49409090e-01   3.98881644e-02
   -6.14326757e-02  -1.80277286e-01   9.23202318e-02  -1.17298127e-01
   -1.96556410e-01  -5.19327319e-02]
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   -3.31960281e-02  -3.60670817e-02]
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   -5.56302103e-02   6.83059695e-02  -9.58966973e-02  -2.96161348e-02
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   -9.64640864e-03   5.72026758e-02]
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   -2.92639987e-03  -1.13254451e-01]
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   -1.63691969e-01  -2.05307347e-01]
 [ -1.58491755e-01   2.46325477e-03   6.12091448e-02   1.96649565e-02
   -1.69162142e-01  -2.18999136e-01  -1.75002712e-01  -1.97228216e-01
    8.49337281e-02   1.71597140e-01]
 [ -2.85138144e-01  -3.50364089e-01   9.42241018e-02   2.12866104e-01
   -1.42481370e-01  -6.35556203e-02   1.06823995e-01  -2.61335623e-01
   -2.76595561e-01  -9.28553612e-02]
 [  9.61261068e-02  -2.07982486e-01  -2.47607535e-02   1.10384630e-01
   -5.63168469e-02  -8.68326590e-02   2.59281115e-01   2.03844487e-03
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 [  3.97073113e-02  -1.09883967e-01  -2.09782578e-01   1.54272428e-01
   -8.62446704e-02   8.04911284e-02  -3.50666271e-02  -1.97426369e-02
   -8.48154830e-02  -7.26498865e-05]
 [ -1.21240979e-01  -9.38537754e-02  -2.01844365e-01   1.57859461e-01
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 [ -6.03831778e-02  -4.47022879e-02   2.78876584e-01   1.11983064e-01
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 [  6.42828898e-02  -7.15024505e-03   8.96917984e-02   9.48985163e-02
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   -2.08069625e-02  -5.16878624e-02]
 [  7.75971941e-03  -1.48645362e-01  -2.93236638e-01  -5.56432281e-02
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 [  5.20384736e-02  -3.66239706e-02  -1.14497560e-01   5.22010307e-02
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   -1.54148300e-01  -5.34401090e-02]
 [  3.65334166e-03  -1.03597839e-02   1.23287009e-01   1.09611514e-01
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   -1.81551466e-01  -3.79539092e-01]
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 [  1.19732414e-02  -5.00764656e-01  -4.33890567e-02  -1.04953643e-01
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   -3.62799894e-01  -2.18400640e-01]
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   -9.50126225e-02  -1.43413995e-01]
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 [  3.54009864e-01   3.55631091e-01  -8.04110348e-02   3.15117178e-01
   -9.08202438e-01  -2.88072021e-01  -4.95105861e-01   1.77438189e-01
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 [  4.66235108e-02   1.22850024e-01   2.53266745e-01   2.46815217e-01
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   -1.39956486e-01  -2.91094269e-01]
 [  1.58885983e-02  -9.22319459e-02  -1.22377535e-01  -6.59310658e-02
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 [  2.72711837e-02   8.29492681e-02   2.42984040e-01   7.01226534e-02
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   -1.88981945e-01   1.02481612e-01]
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   -1.26326988e-02  -8.15952290e-02]
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 [  4.69846027e-02   2.60828240e-02   1.83877357e-02   4.61575897e-02
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 [  6.11136241e-02   5.08363204e-01   1.28814702e-01   4.41091530e-01
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   -3.20187063e-03   1.92557883e-01]]
[[ 0.62159352]
 [ 1.73088241]
 [ 0.23115316]
 [ 0.87202287]
 [-2.77031364]
 [-0.2706297 ]
 [-1.76440386]
 [ 0.07329758]
 [ 0.687178  ]
 [ 0.87798523]]
Progress: 46.0% ... Training loss: 0.266 ... Validation loss: 0.449[[  1.67614121e-01   2.63877474e-01  -1.02512764e-01   1.13983036e-01
   -5.03690982e-01  -7.24939396e-02  -8.84727012e-02   1.20810577e-01
   -4.82872730e-02   2.09330255e-01]
 [  9.19484484e-03   1.29109986e-01  -2.08973986e-02   4.11458273e-02
    9.44657656e-02  -5.12923226e-03   3.33536195e-01   4.04901835e-02
    1.38636191e-01  -3.30750789e-02]
 [  2.01552989e-01   7.82490262e-01   1.29721139e-02  -4.92274144e-02
    7.49988084e-01  -2.27623065e-02  -9.32849945e-01  -4.09293267e-02
    5.75129890e-02   2.93445769e-01]
 [  5.69419214e-02  -4.03254591e-01  -1.91852618e-01   2.03851096e-01
   -9.17421688e-03   1.25401005e-01   2.24155341e-01   6.53436505e-02
    1.38525431e-01   3.07481132e-01]
 [ -2.56678383e-02   7.29434259e-02  -1.49048508e-01   4.13929196e-02
   -6.58951410e-02  -1.80729920e-01   9.20518645e-02  -1.17167637e-01
   -1.95374139e-01  -5.08932247e-02]
 [ -3.95997687e-01  -6.63739554e-01  -3.02032777e-01   1.50784144e-01
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   -3.11858384e-02  -3.35495191e-02]
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   -6.24743040e-02   6.76719471e-02  -9.93165332e-02  -2.94492764e-02
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 [  2.61062412e-02  -4.45616337e-01   7.45009986e-02  -1.84377448e-02
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   -5.47171993e-03   6.25615623e-02]
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   -3.47093568e-03  -1.13765032e-01]
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   -1.62890290e-01  -2.04275421e-01]
 [ -1.58491755e-01   2.46325477e-03   6.12091448e-02   1.96649565e-02
   -1.69162142e-01  -2.18999136e-01  -1.75002712e-01  -1.97228216e-01
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 [ -2.84479888e-01  -3.49222865e-01   9.45027013e-02   2.13968977e-01
   -1.44868699e-01  -6.38882375e-02   1.05350166e-01  -2.61251405e-01
   -2.75832702e-01  -9.18716520e-02]
 [  9.63244456e-02  -2.07532567e-01  -2.46962372e-02   1.10615218e-01
   -5.70888821e-02  -8.69032668e-02   2.58913746e-01   2.06024002e-03
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 [  4.09682496e-02  -1.07058147e-01  -2.09314990e-01   1.56099519e-01
   -9.23466986e-02   7.99515987e-02  -3.77537842e-02  -1.95917088e-02
   -8.34655100e-02   1.59037168e-03]
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 [ -6.01416111e-02  -4.43547810e-02   2.79004620e-01   1.12360868e-01
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 [  6.45272989e-02  -6.42909646e-03   8.97902416e-02   9.52619788e-02
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   -2.05266603e-02  -5.13420250e-02]
 [  8.75163386e-03  -1.46255487e-01  -2.92874946e-01  -5.42631458e-02
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 [  5.13832256e-02  -3.81816326e-02  -1.14742140e-01   5.12657966e-02
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   -1.81649711e-01  -3.79668897e-01]
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 [  1.24440340e-02  -5.00146603e-01  -4.31956089e-02  -1.04176337e-01
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 [  3.53714175e-01   3.55485302e-01  -8.04692035e-02   3.14754243e-01
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 [  4.69611736e-02   1.23559648e-01   2.53384451e-01   2.47235188e-01
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   -1.39601499e-01  -2.90700383e-01]
 [  1.62095248e-02  -9.19271599e-02  -1.22252313e-01  -6.54386015e-02
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   -1.22415070e-02  -8.10430491e-02]
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   -7.80083978e-02   1.77618887e-01   6.98970662e-02   1.18582579e-01
   -1.67894914e-02   1.77704226e-01]
 [  2.26352558e-01   9.44953221e-02   3.01006835e-02   8.50093382e-02
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   -5.11755166e-02  -1.56323591e-02]
 [  4.70523092e-02   2.63444785e-02   1.84048809e-02   4.62312576e-02
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 [  2.52187551e-01   3.30174580e-01   2.47224370e-01   1.52408619e-01
   -4.99006240e-01   7.95081776e-02  -2.31487469e-01   1.62586242e-01
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   -2.95861601e-02   5.40310155e-02]
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   -2.75704593e-01  -9.43193279e-02]
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   -2.07866231e-01   3.17910447e-02]
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   -1.65669200e-01  -2.22544349e-01]
 [  9.70793521e-02  -2.58787775e-01  -1.62347326e-01  -3.91730008e-02
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 [ -1.16333459e-01   2.53233099e-02   2.65091730e-01  -1.73213003e-03
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   -1.08932751e-01  -5.58752839e-02]
 [ -3.40864259e-01   4.86685244e-03   1.76570502e-02  -1.57765428e-02
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   -7.61344959e-02   8.33677425e-02]
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 [  2.21178558e-01  -1.97057382e-01   6.84459680e-02  -8.34300583e-03
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    1.81642400e-01  -2.44895133e-03]
 [ -3.10019365e-02  -2.07608258e-01   1.86975441e-01  -2.91814430e-01
   -1.94078608e-01   1.28403675e-01   1.04052941e-01  -1.21870332e-01
   -3.63350054e-03   1.92231954e-01]]
[[ 0.6339698 ]
 [ 1.73689462]
 [ 0.24228591]
 [ 0.88711236]
 [-2.75734378]
 [-0.25926928]
 [-1.74593509]
 [ 0.08477135]
 [ 0.69997078]
 [ 0.88971488]]
Progress: 46.0% ... Training loss: 0.265 ... Validation loss: 0.449[[  1.67465570e-01   2.62814736e-01  -1.02520016e-01   1.13738677e-01
   -5.03663854e-01  -7.24155748e-02  -8.70258200e-02   1.20786857e-01
   -4.85255790e-02   2.09116313e-01]
 [  8.44499783e-03   1.27070195e-01  -2.11794832e-02   4.01743566e-02
    9.74924522e-02  -4.82175210e-03   3.35499434e-01   4.03913583e-02
    1.37959926e-01  -3.39767754e-02]
 [  2.00929322e-01   7.79793107e-01   1.27408718e-02  -5.01556558e-02
    7.55090879e-01  -2.25023295e-02  -9.30467243e-01  -4.10298908e-02
    5.69968525e-02   2.92758965e-01]
 [  5.72744960e-02  -4.02940694e-01  -1.91781581e-01   2.04775987e-01
   -6.98068767e-03   1.25382593e-01   2.23167785e-01   6.53748130e-02
    1.38991316e-01   3.08152268e-01]
 [ -3.04209866e-02   6.20664265e-02  -1.50840108e-01   3.52143534e-02
   -5.29915657e-02  -1.78920374e-01   1.03613680e-01  -1.17765657e-01
   -2.00473498e-01  -5.75094118e-02]
 [ -3.97073378e-01  -6.66130196e-01  -3.02433811e-01   1.49204820e-01
   -1.68554065e-01   4.20635743e-02   3.71970799e-01  -3.98870719e-02
   -3.24069062e-02  -3.50163489e-02]
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   -3.08407795e-02  -7.09216468e-02   1.89790473e-01  -1.91708185e-01
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    7.46282861e-02  -2.64365229e-02]
 [ -1.75659649e-01  -1.81064700e-01  -3.02053911e-01  -1.84687736e-02
   -6.23724147e-02   6.76872675e-02  -9.90429051e-02  -2.94500173e-02
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 [  2.47773626e-02  -4.49752076e-01   7.40395049e-02  -2.03732044e-02
   -2.27348211e-01  -1.06827056e-01   2.38583100e-01  -1.11081252e-01
   -6.94543425e-03   6.08685739e-02]
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   -8.73673879e-02   1.24002609e-02   2.33564405e-01  -1.02759591e-01
   -4.63213607e-03  -1.15068113e-01]
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   -1.64497793e-01  -2.06380801e-01]
 [ -1.58491755e-01   2.46325477e-03   6.12091448e-02   1.96649565e-02
   -1.69162142e-01  -2.18999136e-01  -1.75002712e-01  -1.97228216e-01
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 [ -2.84681706e-01  -3.49871401e-01   9.44025681e-02   2.13598941e-01
   -1.44556230e-01  -6.37828272e-02   1.06125079e-01  -2.61279257e-01
   -2.76100120e-01  -9.22016057e-02]
 [  9.66693169e-02  -2.06812505e-01  -2.45660076e-02   1.11072900e-01
   -5.78716853e-02  -8.70333303e-02   2.58189399e-01   2.10672974e-03
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 [  4.01319495e-02  -1.09217113e-01  -2.09593707e-01   1.54909674e-01
   -9.14331430e-02   8.02624359e-02  -3.53409091e-02  -1.97055796e-02
   -8.44272111e-02   4.50359627e-04]
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 [ -6.02725549e-02  -4.48516321e-02   2.78950626e-01   1.12190370e-01
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 [ -1.04797931e-01  -8.40628547e-02   1.21511956e-01   1.09343192e-01
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    1.81693035e-01  -2.35635314e-03]
 [ -3.24535293e-02  -2.10855147e-01   1.86407360e-01  -2.93933374e-01
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[[ 0.62225105]
 [ 1.72520132]
 [ 0.23012752]
 [ 0.87259806]
 [-2.76619836]
 [-0.27023059]
 [-1.75943171]
 [ 0.07469602]
 [ 0.68776396]
 [ 0.87678168]]
Progress: 46.1% ... Training loss: 0.266 ... Validation loss: 0.450[[  1.70029584e-01   2.69104659e-01  -1.01551385e-01   1.17441462e-01
   -5.12300790e-01  -7.35428609e-02  -9.29100696e-02   1.21107581e-01
   -4.55600733e-02   2.12881310e-01]
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 [  1.99908792e-01   7.77991510e-01   1.23963152e-02  -5.13733014e-02
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    5.59439749e-02   2.91359676e-01]
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 [  2.87332063e-02   8.71346737e-02   2.43518322e-01   7.22172003e-02
   -2.25425808e-01  -1.36335317e-01   9.56369947e-02   3.91179788e-02
   -1.87391948e-01   1.04591284e-01]
 [  7.75544491e-02   5.77632602e-02   1.09015441e-01   1.30823123e-02
   -2.55360330e-01   6.57313793e-02   3.70261422e-02  -2.70633903e-01
   -1.31764674e-02  -8.22799224e-02]
 [ -5.38781072e-03   1.19466695e-01   8.61373380e-02  -2.55324050e-02
   -7.57395755e-02   1.77855833e-01   7.12619057e-02   1.18509828e-01
   -1.74035797e-02   1.76923580e-01]
 [  2.26623334e-01   9.57065045e-02   3.01883497e-02   8.53434256e-02
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   -5.08874729e-02  -1.52981146e-02]
 [  4.73844630e-02   2.74340104e-02   1.85271541e-02   4.66729764e-02
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 [  5.89543893e-02   5.01742245e-01   1.27971595e-01   4.38203635e-01
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 [  2.51908111e-01   3.29790096e-01   2.47135579e-01   1.52115236e-01
   -4.98618775e-01   7.96412443e-02  -2.30888620e-01   1.62549827e-01
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   -6.69726725e-02   1.29717384e-01  -1.18087574e-01  -1.49554123e-02
   -3.02102604e-02   5.32864471e-02]
 [ -9.94139417e-02   8.12743872e-03   2.42150459e-02   9.26162073e-02
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   -2.74940869e-01  -9.33581659e-02]
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   -2.08538641e-01   3.09795039e-02]
 [  9.57522652e-03  -4.15275869e-01  -1.28062300e-01  -1.61985648e-01
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   -1.65891189e-01  -2.22790041e-01]
 [  9.62547342e-02  -2.57856085e-01  -1.62646305e-01  -4.01168470e-02
   -5.81584430e-02  -4.01979375e-02   1.32634479e-01  -1.56886911e-01
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 [ -1.15315438e-01   2.56315198e-02   2.65496429e-01  -2.86853178e-04
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   -1.07652858e-01  -5.43666211e-02]
 [ -3.41203120e-01   3.63575176e-03   1.75435640e-02  -1.61519261e-02
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   -7.64665596e-02   8.29334091e-02]
 [  1.50050936e-01  -1.09387324e-02  -2.31486327e-01  -7.14699819e-02
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    8.33523237e-03  -1.78159360e-01]
 [  2.21694759e-01  -1.96347684e-01   6.86537102e-02  -7.54829434e-03
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    1.24391832e-01  -1.62806643e-01]
 [ -1.04291702e-01  -8.27387926e-02   1.21699241e-01   1.10045492e-01
    2.42236061e-02  -1.15017503e-01   2.55569902e-01  -7.83581660e-02
    1.82226543e-01  -1.64281638e-03]
 [ -3.37358098e-02  -2.13734744e-01   1.85914001e-01  -2.95864008e-01
   -1.85926975e-01   1.29602874e-01   1.10379379e-01  -1.22226413e-01
   -6.70405985e-03   1.88591693e-01]]
[[ 0.62853499]
 [ 1.72895146]
 [ 0.23572817]
 [ 0.88040432]
 [-2.7631788 ]
 [-0.26562703]
 [-1.75188425]
 [ 0.08105043]
 [ 0.69512582]
 [ 0.88256111]]
Progress: 46.1% ... Training loss: 0.264 ... Validation loss: 0.452[[  1.69228225e-01   2.67857748e-01  -1.01856985e-01   1.16284571e-01
   -5.07309953e-01  -7.32039755e-02  -9.11113889e-02   1.21007397e-01
   -4.64028338e-02   2.11751654e-01]
 [  8.81872203e-03   1.27876685e-01  -2.10453145e-02   4.06802302e-02
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    1.38358137e-01  -3.34555760e-02]
 [  1.99433370e-01   7.74893173e-01   1.22904655e-02  -5.17895650e-02
    7.60279674e-01  -2.19737369e-02  -9.25602241e-01  -4.11812720e-02
    5.56375198e-02   2.91049470e-01]
 [  5.52653017e-02  -4.09277131e-01  -1.92420076e-01   2.02585841e-01
    6.29411201e-04   1.26123978e-01   2.28320430e-01   6.51622387e-02
    1.37038086e-01   3.06123955e-01]
 [ -3.19470046e-02   5.93148056e-02  -1.51416835e-01   3.28896358e-02
   -4.82833844e-02  -1.78188643e-01   1.06853785e-01  -1.17967651e-01
   -2.02483843e-01  -6.01599131e-02]
 [ -3.97021644e-01  -6.65941539e-01  -3.02466506e-01   1.48989461e-01
   -1.68754041e-01   4.20725639e-02   3.71613561e-01  -3.99017953e-02
   -3.25246087e-02  -3.50417387e-02]
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    7.53646743e-02  -2.53426325e-02]
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   -6.52539990e-02   6.73627186e-02  -1.00469547e-01  -2.93574919e-02
    2.69883746e-01  -1.30138551e-01]
 [  2.56432396e-02  -4.47218810e-01   7.43482626e-02  -1.94114524e-02
   -2.29262657e-01  -1.07182741e-01   2.36193504e-01  -1.10978681e-01
   -5.89725180e-03   6.21005014e-02]
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   -8.87057778e-02   1.23947797e-02   2.33547506e-01  -1.02774143e-01
   -4.62314186e-03  -1.15103691e-01]
 [ -1.21654177e-01  -2.23148345e-01  -6.93164015e-02   1.34068040e-02
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   -1.65080395e-01  -2.06878003e-01]
 [ -1.58491755e-01   2.46325477e-03   6.12091448e-02   1.96649565e-02
   -1.69162142e-01  -2.18999136e-01  -1.75002712e-01  -1.97228216e-01
    8.49337281e-02   1.71597140e-01]
 [ -2.85526425e-01  -3.50788832e-01   9.40296951e-02   2.12297599e-01
   -1.43029971e-01  -6.33737824e-02   1.07373469e-01  -2.61394184e-01
   -2.77166691e-01  -9.35006256e-02]
 [  9.73378498e-02  -2.06195536e-01  -2.43302964e-02   1.11816700e-01
   -5.80090660e-02  -8.73312598e-02   2.57198088e-01   2.17965323e-03
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 [  4.03187987e-02  -1.08678439e-01  -2.09515212e-01   1.55188492e-01
   -9.22444466e-02   8.01633270e-02  -3.59121035e-02  -1.96822886e-02
   -8.42016154e-02   7.09459796e-04]
 [ -1.21020235e-01  -9.27356601e-02  -2.01773219e-01   1.58209120e-01
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    7.26569882e-02  -1.95309406e-01]
 [ -6.07556710e-02  -4.63301554e-02   2.78769460e-01   1.11535029e-01
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    8.44766965e-02   5.00600892e-02]
 [  6.27481183e-02  -1.07880954e-02   8.91509434e-02   9.26758488e-02
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   -2.25337318e-02  -5.39117100e-02]
 [  9.89025545e-03  -1.43561700e-01  -2.92445135e-01  -5.26560457e-02
    1.00201584e-01  -9.26167654e-02   1.28385825e-01   1.62705297e-01
    1.07244846e-01  -3.09859404e-02]
 [  5.01022178e-02  -4.19499009e-02  -1.15195078e-01   4.95810372e-02
   -1.28092763e-01   3.19765544e-01   2.75750449e-01   2.04585663e-01
   -1.56200977e-01  -5.58466036e-02]
 [  3.55354953e-03  -1.06526252e-02   1.23236369e-01   1.09658364e-01
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 [  1.15387819e-01   7.95600758e-02  -4.25660210e-02  -9.06495489e-02
   -1.23115307e-01  -3.32289130e-01   1.17904960e-01   8.98242457e-03
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 [ -1.02621887e-01  -5.54051423e-02  -1.56861528e-02   2.36224511e-02
   -3.05950755e-02  -2.05009591e-01  -5.51147077e-02  -2.01365201e-02
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 [ -1.64174506e-01  -1.32872295e-01  -2.04764675e-01  -2.60449026e-02
   -2.94672162e-01   2.17987052e-03   6.51176268e-02  -2.57988666e-02
   -1.38136067e-02   3.55592273e-02]
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   -1.81366835e-01  -3.79320370e-01]
 [ -1.59091418e-02  -4.43634437e-01  -3.04622851e-02  -7.07461540e-02
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    3.17186385e-02  -3.85887108e-01]
 [  1.23547777e-02  -5.00883618e-01  -4.32490085e-02  -1.04316041e-01
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   -3.62359519e-01  -2.17804142e-01]
 [ -1.74859986e-01  -6.42218010e-01  -1.07414065e-02  -2.05760375e-01
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   -6.96232869e-02   8.42846581e-02]
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   -9.50247227e-02  -1.43376394e-01]
 [ -2.13429318e-01  -3.51673606e-01   2.49364762e-01  -2.49556548e-01
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   -2.62750914e-01  -3.32112056e-02]
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   -1.42289237e-02  -1.24625895e-01]
 [  1.01434526e-01   2.50835010e-01   1.59719913e-01  -1.05540116e-01
   -7.27790296e-02   5.43917460e-02  -1.49703307e-01   2.81408374e-01
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 [  3.55024286e-01   3.57629914e-01  -7.99399883e-02   3.16432035e-01
   -9.10169569e-01  -2.88517503e-01  -4.97279838e-01   1.77586108e-01
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 [  4.70875371e-02   1.23400289e-01   2.53451998e-01   2.47367698e-01
   -5.30345732e-02  -1.96371908e-01  -1.73625561e-01  -1.33162341e-01
   -1.39460315e-01  -2.90541473e-01]
 [  1.58052424e-02  -9.34615399e-02  -1.22440411e-01  -6.61094324e-02
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   -3.27136978e-03  -1.75675303e-01   9.45025160e-02   9.03551481e-03
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 [  2.82450708e-02   8.58188945e-02   2.43341082e-01   7.15104313e-02
   -2.23323394e-01  -1.36132596e-01   9.69255369e-02   3.90537022e-02
   -1.87942654e-01   1.03897585e-01]
 [  7.79727966e-02   5.89302694e-02   1.09171991e-01   1.36671492e-02
   -2.57088057e-01   6.55590301e-02   3.58801119e-02  -2.70591786e-01
   -1.27234659e-02  -8.17667410e-02]
 [ -5.60948609e-03   1.18775738e-01   8.60629183e-02  -2.58358408e-02
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   -1.76018600e-02   1.76629815e-01]
 [  2.26367050e-01   9.50034845e-02   3.00950912e-02   8.49748071e-02
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   -5.11800169e-02  -1.56300702e-02]
 [  4.70252920e-02   2.63769009e-02   1.83861107e-02   4.61479713e-02
   -4.41788983e-01  -1.24732042e-01  -2.28002670e-01   4.12914345e-02
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 [  5.84973749e-02   5.00207917e-01   1.27835214e-01   4.37636388e-01
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 [  1.75921992e-01   4.89956614e-01   6.65443066e-02   4.28216650e-01
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   -4.99494827e-01   7.96001701e-02  -2.31076473e-01   1.62562052e-01
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 [ -7.13478813e-02   2.41551514e-01   2.41949729e-01   1.97260580e-02
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   -3.00430263e-02   5.34906666e-02]
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   -2.75066811e-01  -9.35049895e-02]
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   -2.08446717e-01   3.10999396e-02]
 [  9.86057227e-03  -4.14731532e-01  -1.27951758e-01  -1.61562251e-01
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   -1.65580077e-01  -2.22398784e-01]
 [  9.66746135e-02  -2.56473035e-01  -1.62494156e-01  -3.94961433e-02
   -6.02933381e-02  -4.03814107e-02   1.31339777e-01  -1.56843233e-01
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 [ -1.16104728e-01   2.35006932e-02   2.65202285e-01  -1.40515692e-03
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   -1.08534150e-01  -5.55545943e-02]
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   -7.62196469e-02   8.33249023e-02]
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   -1.86597038e-01   1.29566030e-01   1.09677217e-01  -1.22218436e-01
   -6.54312107e-03   1.88865815e-01]]
[[ 0.62392818]
 [ 1.72589901]
 [ 0.23064656]
 [ 0.87341286]
 [-2.76761622]
 [-0.27024635]
 [-1.75792306]
 [ 0.07678361]
 [ 0.69020545]
 [ 0.8754451 ]]
Progress: 46.2% ... Training loss: 0.266 ... Validation loss: 0.450[[  1.71279975e-01   2.71936309e-01  -1.01184407e-01   1.18750340e-01
   -5.14278499e-01  -7.39606340e-02  -9.58758952e-02   1.21217856e-01
   -4.43960675e-02   2.14434683e-01]
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 [  2.02286181e-01   7.80700046e-01   1.32715736e-02  -4.79550277e-02
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    5.86158040e-02   2.94664525e-01]
 [  5.34675158e-02  -4.14500215e-01  -1.93022002e-01   1.99988797e-01
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 [ -3.14678876e-02   6.24822849e-02  -1.51211015e-01   3.35162866e-02
   -5.41531737e-02  -1.78271931e-01   1.03274687e-01  -1.17943360e-01
   -2.02100407e-01  -5.96668701e-02]
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   -3.18409754e-02  -3.40254221e-02]
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   -1.63972155e-01  -2.05628550e-01]
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   -1.68983283e-01  -2.18905227e-01  -1.74631971e-01  -1.97254366e-01
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 [ -2.85002292e-01  -3.49732883e-01   9.42347874e-02   2.13129702e-01
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   -2.76579095e-01  -9.27038165e-02]
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 [  6.18939954e-02  -1.37546557e-02   8.88087485e-02   9.13336340e-02
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   -2.35659779e-02  -5.49913234e-02]
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[[ 0.63551486]
 [ 1.73882071]
 [ 0.24309917]
 [ 0.88561286]
 [-2.75774652]
 [-0.26055228]
 [-1.7496433 ]
 [ 0.08670974]
 [ 0.70124207]
 [ 0.88741606]]
Progress: 46.2% ... Training loss: 0.266 ... Validation loss: 0.450[[  1.71050528e-01   2.71348898e-01  -1.01187924e-01   1.18491447e-01
   -5.11278516e-01  -7.39298709e-02  -9.49806729e-02   1.21211814e-01
   -4.44778970e-02   2.14150426e-01]
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 [  5.55703536e-02  -4.12226033e-01  -1.92125339e-01   2.03089875e-01
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   -2.04836299e-01  -6.31912296e-02]
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   -3.15587007e-02  -3.35359894e-02]
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 [  2.45510227e-02  -4.50412527e-01   7.36927658e-02  -2.19455153e-02
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   -1.64355095e-01  -2.06003245e-01]
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[[ 0.61976829]
 [ 1.72380063]
 [ 0.2292326 ]
 [ 0.87128147]
 [-2.7715987 ]
 [-0.2721186 ]
 [-1.76069581]
 [ 0.07440786]
 [ 0.68490045]
 [ 0.87295602]]
Progress: 46.3% ... Training loss: 0.268 ... Validation loss: 0.451[[  1.68851357e-01   2.67893263e-01  -1.02007424e-01   1.15331384e-01
   -5.02593344e-01  -7.29491404e-02  -9.07086331e-02   1.20951116e-01
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 [  1.98428201e-01   7.72269371e-01   1.17471551e-02  -5.32603153e-02
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   -1.85766328e-01   1.06765293e-01]
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   -1.28459829e-02  -8.19217563e-02]
 [ -5.96979503e-03   1.18217631e-01   8.59182456e-02  -2.63788933e-02
   -7.37683955e-02   1.78094515e-01   7.25070321e-02   1.18437696e-01
   -1.80162573e-02   1.75948114e-01]
 [  2.26865295e-01   9.64490170e-02   3.02531543e-02   8.56403178e-02
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   -5.07022045e-02  -1.48858637e-02]
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 [  2.51665679e-01   3.29997786e-01   2.47069818e-01   1.51867335e-01
   -4.99296390e-01   7.96984883e-02  -2.30747401e-01   1.62523740e-01
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 [  9.88473494e-03  -4.14412783e-01  -1.27961423e-01  -1.61563506e-01
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   -1.65554598e-01  -2.22340901e-01]
 [  9.51471368e-02  -2.59702844e-01  -1.63034033e-01  -4.15004528e-02
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 [ -1.16117763e-01   2.29211241e-02   2.65194689e-01  -1.46340734e-03
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   -1.08419995e-01  -5.54620352e-02]
 [ -3.40409935e-01   3.82089474e-03   1.78274318e-02  -1.52046508e-02
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   -7.56213286e-02   8.40383871e-02]
 [  1.49930927e-01  -1.20614160e-02  -2.31533627e-01  -7.15939854e-02
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 [  2.20733797e-01  -1.99048188e-01   6.82579091e-02  -9.02578754e-03
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    1.23323475e-01  -1.64119108e-01]
 [ -1.06504420e-01  -8.90078016e-02   1.20864574e-01   1.06863047e-01
    3.40562975e-02  -1.14141219e-01   2.61229940e-01  -7.86461067e-02
    1.79735450e-01  -4.56036733e-03]
 [ -3.33261987e-02  -2.11870756e-01   1.85961982e-01  -2.95616963e-01
   -1.90697679e-01   1.29584249e-01   1.09489580e-01  -1.22230421e-01
   -6.27395155e-03   1.89271416e-01]]
[[ 0.61394387]
 [ 1.71831763]
 [ 0.22221457]
 [ 0.86601862]
 [-2.77315688]
 [-0.2764044 ]
 [-1.76574348]
 [ 0.068831  ]
 [ 0.67972399]
 [ 0.86685307]]
Progress: 46.4% ... Training loss: 0.274 ... Validation loss: 0.456[[  1.70335312e-01   2.71258913e-01  -1.01372773e-01   1.17778774e-01
   -5.09682499e-01  -7.36331266e-02  -9.42522866e-02   1.21138968e-01
   -4.50517471e-02   2.13692762e-01]
 [  8.87232858e-03   1.27375164e-01  -2.10420831e-02   4.07409137e-02
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    1.38503075e-01  -3.32065560e-02]
 [  1.98601802e-01   7.73879081e-01   1.18062834e-02  -5.29700861e-02
    7.66641317e-01  -2.16217622e-02  -9.25614095e-01  -4.13548042e-02
    5.45794050e-02   2.89263879e-01]
 [  5.60879828e-02  -4.15054862e-01  -1.91864084e-01   2.04408055e-01
    3.41666740e-04   1.25701495e-01   2.34110381e-01   6.53430231e-02
    1.38240128e-01   3.07316840e-01]
 [ -3.57261640e-02   5.21630860e-02  -1.52790618e-01   2.75383370e-02
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   -2.06774287e-01  -6.58027523e-02]
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   -3.18672501e-02  -3.40824085e-02]
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   -6.79663176e-02   6.72874324e-02  -9.99621090e-02  -2.93690716e-02
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   -5.19154891e-03   6.30674570e-02]
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   -5.11433836e-03  -1.15759683e-01]
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   -1.63969981e-01  -2.05491248e-01]
 [ -1.58675381e-01   2.20568838e-03   6.11290306e-02   1.94514525e-02
   -1.68983283e-01  -2.18905227e-01  -1.74631971e-01  -1.97254366e-01
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   -2.76290084e-01  -9.22258555e-02]
 [  9.68110400e-02  -2.07905419e-01  -2.45137359e-02   1.11052505e-01
   -5.60275219e-02  -8.71191118e-02   2.58624843e-01   2.11379906e-03
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   -9.10870879e-02   8.02943414e-02  -3.49237991e-02  -1.97359228e-02
   -8.45335225e-02   1.62299425e-04]
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   -5.11827289e-03   1.32891253e-01   1.34216288e-02  -2.50526779e-01
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 [ -6.06549124e-02  -4.69712817e-02   2.78748394e-01   1.11707463e-01
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 [  6.12453801e-02  -1.42838776e-02   8.85978972e-02   9.06554726e-02
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   -2.41897076e-02  -5.56532972e-02]
 [  9.91784802e-03  -1.43484202e-01  -2.92497741e-01  -5.28026279e-02
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 [  5.06999172e-02  -4.09970150e-02  -1.14965859e-01   5.04562502e-02
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   -1.55417381e-01  -5.50584483e-02]
 [  4.24307723e-03  -9.26017106e-03   1.23508707e-01   1.10728139e-01
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   -1.26396085e-01  -3.32727285e-01   1.15783823e-01   9.11091808e-03
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   -1.81553141e-01  -3.79619779e-01]
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 [  1.27211737e-02  -5.00612392e-01  -4.31291956e-02  -1.03835041e-01
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   -3.61943887e-01  -2.17283053e-01]
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   -9.45698165e-02  -1.42767033e-01]
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 [  3.54067176e-01   3.53656781e-01  -8.03543299e-02   3.14597514e-01
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 [  4.79681319e-02   1.24677841e-01   2.53749876e-01   2.48395397e-01
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   -1.38495201e-01  -2.89349924e-01]
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 [  2.99005452e-02   9.07824124e-02   2.43968722e-01   7.38636007e-02
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   -1.86206355e-01   1.06177871e-01]
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   -1.81349211e-02   1.75824139e-01]
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   -5.04398033e-02  -1.45569896e-02]
 [  4.68444261e-02   2.62581955e-02   1.83190192e-02   4.58962251e-02
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 [  5.81000172e-02   4.98399445e-01   1.27662928e-01   4.37244135e-01
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 [ -7.14341692e-02   2.41608165e-01   2.41920592e-01   1.95908392e-02
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   -1.65080229e-01  -2.21772534e-01]
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    1.80246024e-01  -3.88708740e-03]
 [ -3.27708236e-02  -2.11019410e-01   1.86165154e-01  -2.94899722e-01
   -1.93735232e-01   1.29328826e-01   1.08437198e-01  -1.22162268e-01
   -5.61626772e-03   1.90080609e-01]]
[[ 0.62534294]
 [ 1.7278777 ]
 [ 0.23454031]
 [ 0.87591162]
 [-2.76324457]
 [-0.26601029]
 [-1.75343387]
 [ 0.07936119]
 [ 0.6911443 ]
 [ 0.87679838]]
Progress: 46.4% ... Training loss: 0.265 ... Validation loss: 0.452[[  1.71038716e-01   2.74033030e-01  -1.01107977e-01   1.18586626e-01
   -5.12081003e-01  -7.39564841e-02  -9.69478357e-02   1.21239055e-01
   -4.43644246e-02   2.14429853e-01]
 [  8.95720030e-03   1.27599361e-01  -2.10135026e-02   4.08457339e-02
    9.68338610e-02  -5.01531279e-03   3.34951675e-01   4.04508969e-02
    1.38579605e-01  -3.31086795e-02]
 [  1.99180851e-01   7.73874192e-01   1.20377815e-02  -5.19981640e-02
    7.65407944e-01  -2.19259184e-02  -9.26172552e-01  -4.12571864e-02
    5.52422293e-02   2.90196958e-01]
 [  5.86453926e-02  -4.10329676e-01  -1.90826510e-01   2.08002092e-01
   -3.37607134e-03   1.24554669e-01   2.28880804e-01   6.56743260e-02
    1.40951527e-01   3.10882709e-01]
 [ -3.41426350e-02   5.70868688e-02  -1.52299327e-01   2.95974596e-02
   -4.94889077e-02  -1.77262412e-01   1.08792621e-01  -1.18287183e-01
   -2.04881658e-01  -6.37443354e-02]
 [ -3.97350432e-01  -6.68136673e-01  -3.02642808e-01   1.47895463e-01
   -1.69210229e-01   4.22294795e-02   3.72945656e-01  -3.99660350e-02
   -3.29816936e-02  -3.55387172e-02]
 [ -6.13994287e-03  -2.57134169e-01   9.33030794e-03   9.02716389e-02
   -3.32271306e-02  -7.10391324e-02   1.88095089e-01  -1.91699751e-01
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 [  1.04607305e-01  -2.91079336e-01   3.01049624e-02  -7.94622641e-02
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    7.54130067e-02  -2.56903068e-02]
 [ -1.75485972e-01  -1.80772427e-01  -3.01990935e-01  -1.80189153e-02
   -6.64730636e-02   6.74923191e-02  -9.87033212e-02  -2.94374576e-02
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 [  2.53205203e-02  -4.47598537e-01   7.39668898e-02  -2.09847182e-02
   -2.32803054e-01  -1.06927936e-01   2.34871008e-01  -1.11125333e-01
   -6.36483655e-03   6.15433595e-02]
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   -8.94085901e-02   1.23323471e-02   2.34421302e-01  -1.02780343e-01
   -4.46230745e-03  -1.14972621e-01]
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   -1.63857853e-01  -2.05326687e-01]
 [ -1.58675381e-01   2.20568838e-03   6.11290306e-02   1.94514525e-02
   -1.68983283e-01  -2.18905227e-01  -1.74631971e-01  -1.97254366e-01
    8.46942352e-02   1.71322563e-01]
 [ -2.85238714e-01  -3.50284339e-01   9.41358624e-02   2.12622540e-01
   -1.45600090e-01  -6.35199247e-02   1.06720471e-01  -2.61360583e-01
   -2.76792817e-01  -9.29106657e-02]
 [  9.71158453e-02  -2.06942195e-01  -2.44033126e-02   1.11411889e-01
   -5.62366048e-02  -8.72490692e-02   2.57599146e-01   2.15087951e-03
    2.20868040e-02  -2.45937878e-03]
 [  3.96324340e-02  -1.11398218e-01  -2.09773210e-01   1.53931198e-01
   -9.05893975e-02   8.04482106e-02  -3.38566215e-02  -1.97806805e-02
   -8.49182446e-02  -3.42850777e-04]
 [ -1.18915009e-01  -8.86583119e-02  -2.00985965e-01   1.61137657e-01
   -6.98458488e-03   1.32774708e-01   1.26121423e-02  -2.50490760e-01
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 [ -5.93812024e-02  -4.39364479e-02   2.79256525e-01   1.13536261e-01
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 [  6.12419332e-02  -1.40259313e-02   8.85989191e-02   9.06906928e-02
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   -2.41768341e-02  -5.55648746e-02]
 [  9.50988314e-03  -1.44511141e-01  -2.92651499e-01  -5.33615208e-02
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 [  4.95338598e-02  -4.45728297e-02  -1.15440818e-01   4.86968806e-02
   -1.25862880e-01   3.20009620e-01   2.77683742e-01   2.04492371e-01
   -1.56807079e-01  -5.66514172e-02]
 [  5.37868459e-03  -6.40529024e-03   1.23946807e-01   1.12378488e-01
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 [  1.15644290e-01   8.00659215e-02  -4.24889308e-02  -9.03035787e-02
   -1.23477354e-01  -3.32434122e-01   1.17747760e-01   9.01600349e-03
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   -2.92163007e-01   2.71346595e-03   6.76860062e-02  -2.59553096e-02
   -1.51747397e-02   3.37887366e-02]
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   -1.81443034e-01  -3.79498430e-01]
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 [  1.27358657e-02  -5.00617045e-01  -4.31258301e-02  -1.03833075e-01
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   -3.61944756e-01  -2.17282854e-01]
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   -7.07303504e-02   8.30264649e-02]
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   -9.45478887e-02  -1.42719283e-01]
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   -2.61841037e-01  -3.20222526e-02]
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   -1.51499563e-02  -1.25856221e-01]
 [  1.01192548e-01   2.49544302e-01   1.59614749e-01  -1.06079932e-01
   -7.25894718e-02   5.45482542e-02  -1.48992583e-01   2.81358598e-01
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 [  3.55008091e-01   3.55750981e-01  -7.99886089e-02   3.15881664e-01
   -9.06843225e-01  -2.88389420e-01  -4.96010583e-01   1.77557088e-01
    3.93106513e-01  -1.83702699e-02]
 [  4.79782211e-02   1.24832629e-01   2.53747965e-01   2.48392629e-01
   -5.57452744e-02  -1.96760085e-01  -1.75672458e-01  -1.33070922e-01
   -1.38493961e-01  -2.89365868e-01]
 [  1.51258984e-02  -9.51609889e-02  -1.22707728e-01  -6.70975024e-02
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 [ -4.92458452e-03  -6.52728713e-02  -6.98441310e-02  -6.18959063e-02
   -1.81453092e-03  -1.75600993e-01   9.56268583e-02   8.98488561e-03
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 [  3.06684456e-02   9.24894040e-02   2.44234889e-01   7.48960404e-02
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   -1.85352666e-01   1.07240527e-01]
 [  7.78129172e-02   5.82166737e-02   1.09092654e-01   1.33830161e-02
   -2.56044760e-01   6.56175273e-02   3.64825533e-02  -2.70620180e-01
   -1.29337117e-02  -8.20540776e-02]
 [ -6.42900713e-03   1.17131216e-01   8.57154130e-02  -2.71594886e-02
   -7.23438619e-02   1.78300220e-01   7.36515939e-02   1.18375025e-01
   -1.85688521e-02   1.75222942e-01]
 [  2.26945974e-01   9.64856265e-02   3.02685302e-02   8.57088045e-02
   -8.37052823e-04  -2.59682088e-02  -2.01526927e-01   1.48710080e-01
   -5.06439884e-02  -1.48131141e-02]
 [  4.66707755e-02   2.60037245e-02   1.82393070e-02   4.55909399e-02
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 [  5.78860823e-02   4.97662352e-01   1.27551240e-01   4.36861050e-01
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 [  2.52821593e-01   3.33167201e-01   2.47561797e-01   1.53904017e-01
   -5.06292294e-01   7.90895911e-02  -2.33968613e-01   1.62683653e-01
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 [ -7.10357457e-02   2.42617056e-01   2.42082936e-01   2.01947940e-02
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   -2.96366043e-02   5.40230780e-02]
 [ -1.00055015e-01   6.88795398e-03   2.39618895e-02   9.16612647e-02
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   -2.75664585e-01  -9.42769142e-02]
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   -2.08522935e-01   3.10057731e-02]
 [  1.03163171e-02  -4.13686218e-01  -1.27791445e-01  -1.60886327e-01
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   -1.65025179e-01  -2.21722232e-01]
 [  9.27332257e-02  -2.65584671e-01  -1.63950052e-01  -4.49608797e-02
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 [ -1.14771930e-01   2.58171098e-02   2.65716038e-01   5.16628317e-04
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   -1.06894589e-01  -5.34944999e-02]
 [ -3.40344830e-01   3.72029324e-03   1.78532853e-02  -1.50182465e-02
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   -7.54705974e-02   8.42393208e-02]
 [  1.52741030e-01  -4.82399764e-03  -2.30401683e-01  -6.73905113e-02
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 [  2.22042009e-01  -1.96429513e-01   6.87431311e-02  -7.16257611e-03
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 [ -1.06374982e-01  -8.87762054e-02   1.20905796e-01   1.06943555e-01
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    1.79794217e-01  -4.45677285e-03]
 [ -3.38089559e-02  -2.13597031e-01   1.85736281e-01  -2.96413995e-01
   -1.91236356e-01   1.29803724e-01   1.10838068e-01  -1.22299085e-01
   -6.77635221e-03   1.88710732e-01]]
[[ 0.6263661 ]
 [ 1.72895367]
 [ 0.23442225]
 [ 0.87672427]
 [-2.76382293]
 [-0.26830619]
 [-1.7564008 ]
 [ 0.07788934]
 [ 0.69132528]
 [ 0.87671289]]
Progress: 46.5% ... Training loss: 0.265 ... Validation loss: 0.451[[  1.69449860e-01   2.70697557e-01  -1.01799784e-01   1.15886787e-01
   -5.05271465e-01  -7.31698057e-02  -9.40230419e-02   1.21005564e-01
   -4.63190621e-02   2.11693267e-01]
 [  8.81934957e-03   1.27131428e-01  -2.10570806e-02   4.06920684e-02
    9.65796256e-02  -4.96650415e-03   3.35455948e-01   4.04345764e-02
    1.38409940e-01  -3.33726357e-02]
 [  1.98455937e-01   7.70351825e-01   1.15558505e-02  -5.40798099e-02
    7.75263258e-01  -2.14645763e-02  -9.24592094e-01  -4.14171335e-02
    5.40132439e-02   2.88378843e-01]
 [  6.02050133e-02  -4.06770222e-01  -1.90126808e-01   2.10589698e-01
   -8.96353818e-03   1.23878385e-01   2.25770835e-01   6.58965670e-02
    1.42831410e-01   3.13396506e-01]
 [ -3.11416838e-02   6.21416942e-02  -1.51028731e-01   3.42298767e-02
   -6.06502755e-02  -1.78672355e-01   1.03893307e-01  -1.17861186e-01
   -2.01268017e-01  -5.96543890e-02]
 [ -3.98440027e-01  -6.70320683e-01  -3.03032326e-01   1.46499404e-01
   -1.68451998e-01   4.26692656e-02   3.75461437e-01  -4.00964208e-02
   -3.42109423e-02  -3.70391707e-02]
 [ -7.45876746e-03  -2.59942039e-01   8.83757258e-03   8.83578114e-02
   -2.74268949e-02  -7.04848384e-02   1.90936655e-01  -1.91868313e-01
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 [  1.04098079e-01  -2.93178752e-01   2.98144383e-02  -8.06942850e-02
    8.55366893e-03  -4.62770944e-02   9.68827991e-02   1.16995848e-01
    7.46079719e-02  -2.68786306e-02]
 [ -1.75640131e-01  -1.81003677e-01  -3.02056512e-01  -1.82091161e-02
   -6.61666057e-02   6.75614507e-02  -9.83671304e-02  -2.94591134e-02
    2.69219558e-01  -1.31012848e-01]
 [  2.20321377e-02  -4.55061693e-01   7.25797358e-02  -2.62092331e-02
   -2.21253138e-01  -1.05392566e-01   2.41760643e-01  -1.11580960e-01
   -1.01759941e-02   5.64599030e-02]
 [ -8.32156781e-02  -1.27143369e-01   3.39874076e-03  -1.33646653e-01
   -8.96357986e-02   1.21995857e-02   2.34249063e-01  -1.02744032e-01
   -4.25694009e-03  -1.14633479e-01]
 [ -1.20738603e-01  -2.23830359e-01  -6.89204247e-02   1.51246684e-02
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   -1.63823398e-01  -2.05375712e-01]
 [ -1.58675381e-01   2.20568838e-03   6.11290306e-02   1.94514525e-02
   -1.68983283e-01  -2.18905227e-01  -1.74631971e-01  -1.97254366e-01
    8.46942352e-02   1.71322563e-01]
 [ -2.85076044e-01  -3.49941106e-01   9.42337256e-02   2.12968689e-01
   -1.47037760e-01  -6.36215453e-02   1.06574678e-01  -2.61332586e-01
   -2.76550168e-01  -9.26605319e-02]
 [  9.64300862e-02  -2.08058607e-01  -2.46461411e-02   1.10525301e-01
   -5.49451631e-02  -8.69705568e-02   2.58823109e-01   2.06594246e-03
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 [  3.88151524e-02  -1.13364028e-01  -2.10087211e-01   1.52763715e-01
   -8.78446825e-02   8.07917391e-02  -3.17533981e-02  -1.98769351e-02
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[[ 0.61372031]
 [ 1.72031207]
 [ 0.22404855]
 [ 0.86645716]
 [-2.77194443]
 [-0.27798162]
 [-1.76747753]
 [ 0.06654298]
 [ 0.67787362]
 [ 0.86491485]]
Progress: 46.5% ... Training loss: 0.273 ... Validation loss: 0.455[[ 0.17031352  0.27394634 -0.10148122  0.11707376 -0.50981893 -0.07360571
  -0.0971379   0.12110127 -0.04531109  0.2129286 ]
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 [-0.10594315 -0.08789638  0.12108344  0.10756181  0.03188467 -0.11442995
   0.25956678 -0.07858279  0.18040795 -0.00383751]
 [-0.03392428 -0.21297602  0.18569393 -0.296521   -0.19387437  0.12982054
   0.11097592 -0.12232093 -0.00684107  0.18866914]]
[[ 0.62573139]
 [ 1.73120896]
 [ 0.23453894]
 [ 0.8771901 ]
 [-2.75950769]
 [-0.26801272]
 [-1.75840533]
 [ 0.07714894]
 [ 0.688998  ]
 [ 0.87750369]]
Progress: 46.5% ... Training loss: 0.264 ... Validation loss: 0.450[[  1.71249170e-01   2.76901032e-01  -1.01183236e-01   1.18117047e-01
   -5.11384218e-01  -7.39514873e-02  -9.96132075e-02   1.21211599e-01
   -4.42974779e-02   2.13900552e-01]
 [  9.39766221e-03   1.28445217e-01  -2.08508387e-02   4.14934848e-02
    9.46996879e-02  -5.20701428e-03   3.34025197e-01   4.05052113e-02
    1.39009337e-01  -3.25627436e-02]
 [  2.02446315e-01   7.82787337e-01   1.28524326e-02  -4.90862541e-02
    7.61318898e-01  -2.32512771e-02  -9.37715351e-01  -4.10214941e-02
    5.82873311e-02   2.93067482e-01]
 [  6.31063209e-02  -4.02819367e-01  -1.88947456e-01   2.15178927e-01
   -2.23355007e-02   1.22563922e-01   2.21920783e-01   6.62883512e-02
    1.46362292e-01   3.18080115e-01]
 [ -2.87867580e-02   6.78947544e-02  -1.50092348e-01   3.80787058e-02
   -7.17741417e-02  -1.79845252e-01   9.85362978e-02  -1.17541875e-01
   -1.98465091e-01  -5.63676308e-02]
 [ -3.96937275e-01  -6.67361202e-01  -3.02435891e-01   1.48839370e-01
   -1.76901309e-01   4.19599830e-02   3.72992257e-01  -3.98959959e-02
   -3.24186363e-02  -3.49420897e-02]
 [ -7.65893505e-03  -2.60644261e-01   8.70599750e-03   8.79036134e-02
   -2.56441106e-02  -7.03678833e-02   1.91932307e-01  -1.91880780e-01
    1.96128351e-01   3.65492156e-02]
 [  1.07546090e-01  -2.84771860e-01   3.10454964e-02  -7.60069470e-02
   -6.22440854e-03  -4.78728256e-02   8.76503903e-02   1.17365960e-01
    7.85166625e-02  -2.26081544e-02]
 [ -1.74186916e-01  -1.76626184e-01  -3.01528595e-01  -1.62470588e-02
   -7.05707030e-02   6.70045018e-02  -1.02616307e-01  -2.92813717e-02
    2.70689456e-01  -1.28885206e-01]
 [  2.49783160e-02  -4.45181053e-01   7.36088090e-02  -2.24316364e-02
   -2.32595001e-01  -1.06659665e-01   2.32615876e-01  -1.11265596e-01
   -7.16519971e-03   6.01846016e-02]
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   -9.34645080e-02   1.17504501e-02   2.33522911e-01  -1.02596436e-01
   -2.96805912e-03  -1.13062243e-01]
 [ -1.18557171e-01  -2.18872157e-01  -6.81345776e-02   1.83386100e-02
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   -1.61224524e-01  -2.02194804e-01]
 [ -1.58675381e-01   2.20568838e-03   6.11290306e-02   1.94514525e-02
   -1.68983283e-01  -2.18905227e-01  -1.74631971e-01  -1.97254366e-01
    8.46942352e-02   1.71322563e-01]
 [ -2.84824594e-01  -3.49876303e-01   9.43601461e-02   2.13486631e-01
   -1.48878954e-01  -6.37852566e-02   1.06421398e-01  -2.61296846e-01
   -2.76192092e-01  -9.22341515e-02]
 [  9.68942220e-02  -2.07228004e-01  -2.44733409e-02   1.11299149e-01
   -5.76170044e-02  -8.71886800e-02   2.58321792e-01   2.12765131e-03
    2.18496660e-02  -2.75672694e-03]
 [  3.93021463e-02  -1.12432975e-01  -2.09894215e-01   1.53347675e-01
   -9.04588379e-02   8.05948266e-02  -3.27075438e-02  -1.98030216e-02
   -8.52101295e-02  -7.60532592e-04]
 [ -1.19176884e-01  -8.91140876e-02  -2.01080435e-01   1.60770561e-01
   -4.66849906e-03   1.32890360e-01   1.27282792e-02  -2.50513425e-01
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 [ -5.88860798e-02  -4.20001461e-02   2.79417589e-01   1.14117829e-01
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    8.66010252e-02   5.27943566e-02]
 [  6.04392215e-02  -1.60341149e-02   8.82244923e-02   8.93410650e-02
    2.35063169e-02  -1.70144522e-02   2.03095365e-01   1.20096313e-01
   -2.51417389e-02  -5.68045710e-02]
 [  9.22940324e-03  -1.44490118e-01  -2.92922178e-01  -5.42464931e-02
    1.03134951e-01  -9.23315039e-02   1.26678080e-01   1.62518187e-01
    1.06309869e-01  -3.25353410e-02]
 [  5.10073927e-02  -4.19610979e-02  -1.14874265e-01   5.06602269e-02
   -1.31895658e-01   3.19364305e-01   2.74847318e-01   2.04661521e-01
   -1.55160299e-01  -5.49344719e-02]
 [  7.04611670e-03  -2.87462967e-03   1.24570788e-01   1.14766528e-01
   -4.90182292e-03   1.03417962e-01  -1.05741311e-01  -4.12321082e-02
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 [  1.16301280e-01   8.26349479e-02  -4.22453152e-02  -8.94354269e-02
   -1.24846712e-01  -3.32690593e-01   1.15409338e-01   9.09662141e-03
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   -3.09387211e-02  -2.04744190e-01  -5.29638809e-02  -2.02427256e-02
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 [ -1.65262208e-01  -1.34995901e-01  -2.05248909e-01  -2.77151804e-02
   -2.93131080e-01   2.71027809e-03   6.78030169e-02  -2.59554599e-02
   -1.51693623e-02   3.37202533e-02]
 [ -3.07371178e-02  -1.37649133e-01  -7.50699159e-02  -1.25936108e-01
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   -1.81248877e-01  -3.79325971e-01]
 [ -1.54085368e-02  -4.43095531e-01  -3.03085394e-02  -6.99799600e-02
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    3.22580055e-02  -3.85121080e-01]
 [  1.31592631e-02  -5.00330248e-01  -4.29676635e-02  -1.03201986e-01
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   -3.61455832e-01  -2.16652363e-01]
 [ -1.76119759e-01  -6.44988975e-01  -1.11944938e-02  -2.07459367e-01
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   -7.09631991e-02   8.28341936e-02]
 [ -3.03518201e-01  -4.70583505e-01   5.33912448e-02  -5.38498217e-02
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   -9.35862072e-02  -1.41536498e-01]
 [ -2.12611413e-01  -3.51208932e-01   2.49701400e-01  -2.48161111e-01
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   -2.61696747e-01  -3.18530080e-02]
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   -1.59906413e-02  -1.26895840e-01]
 [  1.00146640e-01   2.46699745e-01   1.59227065e-01  -1.07580238e-01
   -6.80851436e-02   5.50244369e-02  -1.45731708e-01   2.81232747e-01
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 [  3.55266426e-01   3.56138229e-01  -7.99964463e-02   3.15740462e-01
   -9.04585570e-01  -2.88366028e-01  -4.97103231e-01   1.77556200e-01
    3.93160870e-01  -1.83958126e-02]
 [  4.80908698e-02   1.25405881e-01   2.53781436e-01   2.48491997e-01
   -5.66314710e-02  -1.96795927e-01  -1.76264198e-01  -1.33061213e-01
   -1.38386263e-01  -2.89265421e-01]
 [  1.49482319e-02  -9.58697675e-02  -1.22780530e-01  -6.73648996e-02
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 [ -4.63863735e-03  -6.43324925e-02  -6.97430709e-02  -6.15262931e-02
   -3.04248940e-03  -1.75760736e-01   9.48459269e-02   9.01815210e-03
    2.87616005e-02  -6.06338927e-03]
 [  3.05049867e-02   9.22157920e-02   2.44180769e-01   7.46358658e-02
   -2.32142136e-01  -1.37002080e-01   9.02654393e-02   3.93192792e-02
   -1.85535070e-01   1.07037434e-01]
 [  7.83340003e-02   5.95749050e-02   1.09242306e-01   1.40972665e-02
   -2.57650499e-01   6.53929937e-02   3.52506334e-02  -2.70566371e-01
   -1.24181974e-02  -8.13398525e-02]
 [ -6.26514730e-03   1.17874337e-01   8.57557743e-02  -2.69414243e-02
   -7.39397769e-02   1.78208065e-01   7.30173527e-02   1.18396316e-01
   -1.83538810e-02   1.75406797e-01]
 [  2.28203859e-01   9.98897255e-02   3.07574567e-02   8.75342512e-02
   -5.81930026e-03  -2.65303110e-02  -2.04724691e-01   1.48872948e-01
   -4.92723372e-02  -1.30643700e-02]
 [  4.68214120e-02   2.67550815e-02   1.82751741e-02   4.57774985e-02
   -4.41538856e-01  -1.24644599e-01  -2.28170621e-01   4.12417800e-02
    1.21963714e-01   1.96205092e-01]
 [  5.80186656e-02   4.98457746e-01   1.27567925e-01   4.36853106e-01
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 [  1.75728120e-01   4.91155185e-01   6.65615619e-02   4.28124464e-01
   -1.01321266e+00  -8.20614681e-02  -4.27744990e-01   1.50842996e-01
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 [  2.53041965e-01   3.33881755e-01   2.47629583e-01   1.54181540e-01
   -5.07349502e-01   7.90073731e-02  -2.34576280e-01   1.62704726e-01
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 [ -7.26638864e-02   2.38695923e-01   2.41467154e-01   1.78255817e-02
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   -3.14211671e-02   5.17578480e-02]
 [ -9.86378326e-02   1.08565585e-02   2.44549601e-02   9.36864374e-02
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   -2.74057931e-01  -9.22407722e-02]
 [ -2.22760978e-01  -3.77570158e-02  -9.44294949e-02  -3.46217183e-01
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   -2.08237748e-01   3.13461107e-02]
 [  1.00401191e-02  -4.14546001e-01  -1.27893419e-01  -1.61290117e-01
    3.69840414e-01   2.52294088e-02   1.95516402e-01   1.52329178e-01
   -1.65309353e-01  -2.22039412e-01]
 [  9.00195105e-02  -2.72841046e-01  -1.65107921e-01  -4.93416971e-02
   -4.07757106e-02  -3.73452223e-02   1.46522353e-01  -1.57788760e-01
    9.48219309e-02  -1.87891022e-01]
 [ -1.13134506e-01   2.99444194e-02   2.66352541e-01   2.91105220e-03
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   -1.05159733e-01  -5.11802336e-02]
 [ -3.39208507e-01   6.40606470e-03   1.83043191e-02  -1.34303478e-02
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   -7.41892833e-02   8.54561698e-02]
 [  1.53638158e-01  -2.47994130e-03  -2.30100904e-01  -6.61125167e-02
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    1.22739794e-02  -1.72999293e-01]
 [  2.22663967e-01  -1.94979119e-01   6.89233817e-02  -6.42510586e-03
    5.80954854e-02  -4.24929367e-02   3.90065969e-02  -1.35366864e-01
    1.25497816e-01  -1.61411874e-01]
 [ -1.04677125e-01  -8.53853765e-02   1.21564855e-01   1.09341491e-01
    2.72199831e-02  -1.14956033e-01   2.56738486e-01  -7.84246699e-02
    1.81757615e-01  -2.08926185e-03]
 [ -3.39539259e-02  -2.12619918e-01   1.85652004e-01  -2.96625846e-01
   -1.95149813e-01   1.29849708e-01   1.10827204e-01  -1.22328237e-01
   -6.87119358e-03   1.88592646e-01]]
[[ 0.63546171]
 [ 1.73901157]
 [ 0.24233604]
 [ 0.88972206]
 [-2.75094183]
 [-0.25829179]
 [-1.74703689]
 [ 0.0876289 ]
 [ 0.69967941]
 [ 0.88820392]]
Progress: 46.6% ... Training loss: 0.266 ... Validation loss: 0.455[[  1.68116741e-01   2.69804352e-01  -1.02398150e-01   1.13663281e-01
   -4.99535086e-01  -7.26413188e-02  -9.17591616e-02   1.20781848e-01
   -4.76690186e-02   2.09577426e-01]
 [  9.27696219e-03   1.27927059e-01  -2.08973514e-02   4.13646054e-02
    9.50758851e-02  -5.16854173e-03   3.34540370e-01   4.04928685e-02
    1.38886979e-01  -3.27308148e-02]
 [  2.01775365e-01   7.78530166e-01   1.25811497e-02  -5.02994797e-02
    7.68489054e-01  -2.29521643e-02  -9.34817386e-01  -4.11059710e-02
    5.76203834e-02   2.92318000e-01]
 [  6.21196483e-02  -4.06338137e-01  -1.89208706e-01   2.14304546e-01
   -1.89461678e-02   1.22933436e-01   2.25445436e-01   6.61600592e-02
    1.45292559e-01   3.17034905e-01]
 [ -2.98704460e-02   6.65483758e-02  -1.50508067e-01   3.67771281e-02
   -7.17149176e-02  -1.79561415e-01   1.00779116e-01  -1.17605502e-01
   -1.99164049e-01  -5.76874572e-02]
 [ -3.97497867e-01  -6.67820956e-01  -3.02698845e-01   1.47963999e-01
   -1.76397976e-01   4.22234161e-02   3.73821608e-01  -3.99883620e-02
   -3.31245004e-02  -3.58675762e-02]
 [ -1.00213474e-02  -2.65777274e-01   7.78868930e-03   8.45442633e-02
   -1.76180218e-02  -6.94347732e-02   1.97224018e-01  -1.92188646e-01
    1.93545033e-01   3.32394157e-02]
 [  1.06743718e-01  -2.87437504e-01   3.07041617e-02  -7.72913470e-02
   -2.64360840e-03  -4.74848770e-02   8.98992313e-02   1.17243897e-01
    7.76645276e-02  -2.35076425e-02]
 [ -1.74534419e-01  -1.78065504e-01  -3.01642207e-01  -1.67315932e-02
   -6.86947727e-02   6.71140798e-02  -1.01677511e-01  -2.93215847e-02
    2.70323296e-01  -1.29353332e-01]
 [  2.21543958e-02  -4.51121839e-01   7.24349474e-02  -2.67817448e-02
   -2.22960835e-01  -1.05447267e-01   2.38258208e-01  -1.11663017e-01
   -1.03500911e-02   5.62423007e-02]
 [ -8.34507312e-02  -1.30564547e-01   3.30959473e-03  -1.33913778e-01
   -8.82114983e-02   1.22780802e-02   2.37274007e-01  -1.02773216e-01
   -4.39231462e-03  -1.14826021e-01]
 [ -1.18494877e-01  -2.19005120e-01  -6.80978639e-02   1.84958117e-02
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   -1.61122855e-01  -2.02091625e-01]
 [ -1.58675381e-01   2.20568838e-03   6.11290306e-02   1.94514525e-02
   -1.68983283e-01  -2.18905227e-01  -1.74631971e-01  -1.97254366e-01
    8.46942352e-02   1.71322563e-01]
 [ -2.85278936e-01  -3.50081862e-01   9.41549511e-02   2.12796411e-01
   -1.48427468e-01  -6.35768360e-02   1.06895941e-01  -2.61368690e-01
   -2.76754216e-01  -9.29342145e-02]
 [  9.70937885e-02  -2.06900674e-01  -2.43928141e-02   1.11615629e-01
   -5.84489707e-02  -8.72782847e-02   2.58063052e-01   2.15643555e-03
    2.20816924e-02  -2.50714771e-03]
 [  3.80746215e-02  -1.14792860e-01  -2.10356888e-01   1.51671263e-01
   -8.71682407e-02   8.10755032e-02  -3.01795758e-02  -1.99670161e-02
   -8.65134795e-02  -2.45523633e-03]
 [ -1.20176348e-01  -9.14725781e-02  -2.01464317e-01   1.59375478e-01
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[[ 0.62006752]
 [ 1.72832895]
 [ 0.22934766]
 [ 0.87397902]
 [-2.76157851]
 [-0.27018159]
 [-1.76273735]
 [ 0.0769335 ]
 [ 0.68369062]
 [ 0.87390946]]
Progress: 46.6% ... Training loss: 0.266 ... Validation loss: 0.451[[ 0.16578034  0.26482115 -0.10329801  0.11014975 -0.4887234  -0.07154659
  -0.08628378  0.12046296 -0.05038441  0.20621627]
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 [-0.03533864 -0.21436949  0.18506845 -0.29882684 -0.19139934  0.13055904
   0.11204436 -0.12254082 -0.00864606  0.18684088]]
[[ 0.61168635]
 [ 1.72104932]
 [ 0.22115116]
 [ 0.86723103]
 [-2.76544935]
 [-0.27642054]
 [-1.76738705]
 [ 0.06903845]
 [ 0.6755394 ]
 [ 0.86502827]]
Progress: 46.7% ... Training loss: 0.275 ... Validation loss: 0.457[[ 0.16667943  0.26606916 -0.10294399  0.11147257 -0.49044658 -0.07200279
  -0.087875    0.12058123 -0.04926131  0.20751073]
 [ 0.00984332  0.1289935  -0.02067168  0.04223998  0.09294271 -0.00541937
   0.33350965  0.04056603  0.13954126 -0.03184989]
 [ 0.20071689  0.77705014  0.01220331 -0.05170896  0.77558388 -0.02247507
  -0.93385691 -0.04123281  0.05653304  0.29085065]
 [ 0.06429287 -0.40421755 -0.18836173  0.21751428 -0.02547449  0.12184285
   0.222171    0.06648238  0.14808981  0.32058781]
 [-0.02869192  0.0682589  -0.14991496  0.03918395 -0.07623267 -0.18023021
   0.09927508 -0.11742331 -0.19754484 -0.05584367]
 [-0.39729899 -0.66663712 -0.30263774  0.14812052 -0.177386    0.04212519
   0.37278538 -0.03998152 -0.03305293 -0.03566637]
 [-0.00998763 -0.2665805   0.0077868   0.08465275 -0.01840321 -0.06947316
   0.19715465 -0.19218494  0.19358785  0.03323615]
 [ 0.10701871 -0.28621049  0.03082803 -0.07688498 -0.00372934 -0.04758282
   0.08898393  0.11725893  0.07796342 -0.0230979 ]
 [-0.17453355 -0.17914323 -0.30165264 -0.01677804 -0.06856645  0.06710725
  -0.10063542 -0.02932639  0.27037388 -0.12936716]
 [ 0.02176329 -0.45225961  0.07223643 -0.0274481  -0.2222038  -0.10528659
   0.23919129 -0.11176081 -0.01096306  0.0555619 ]
 [-0.08266218 -0.12844958  0.0036209  -0.13284993 -0.09218175  0.01190296
   0.23509421 -0.10267345 -0.00348398 -0.11370408]
 [-0.11828421 -0.21940457 -0.06799305  0.01889506  0.30881085  0.09751453
   0.16748367 -0.01558314 -0.160814   -0.20175851]
 [-0.15877503  0.00215783  0.06108408  0.01927964 -0.16873892 -0.21884744
  -0.17455935 -0.1972686   0.08455387  0.17114178]
 [-0.28553882 -0.35037182  0.09403814  0.21230332 -0.14808269 -0.06342803
   0.10760554 -0.26141277 -0.27717169 -0.09345597]
 [ 0.0968383  -0.20714062 -0.02447691  0.11128945 -0.05820014 -0.08716334
   0.25853915  0.00212265  0.02181981 -0.00286416]
 [ 0.03796988 -0.11565244 -0.21041449  0.1513696  -0.08537327  0.08109014
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 [-0.11972771 -0.09026696 -0.20129858  0.16010294 -0.00309854  0.13309673
   0.01379475 -0.25059497  0.07405467 -0.19333685]
 [-0.05891553 -0.04294518  0.27939193  0.1140651   0.07917727 -0.06529227
  -0.12730987  0.12160158  0.08656188  0.05277354]
 [ 0.06004546 -0.01701298  0.08802605  0.08860996  0.02517904 -0.01687161
   0.20378269  0.12002819 -0.02569661 -0.057512  ]
 [ 0.00928786 -0.14375261 -0.29288659 -0.05408814  0.10241763 -0.09233729
   0.12610008  0.16250387  0.10638984 -0.03248941]
 [ 0.05226136 -0.03901173 -0.11440552  0.05237668 -0.13667678  0.31886954
   0.27174325  0.2048318  -0.153738   -0.05321334]
 [ 0.00483368 -0.00877222  0.1237178   0.11151264  0.00435125  0.10437979
  -0.09971839 -0.04153522  0.22033191  0.08837414]
 [ 0.11524073  0.07937119 -0.04261125 -0.09095765 -0.12098184 -0.33225839
   0.11877129  0.0089654   0.14908091  0.09642069]
 [-0.10245339 -0.05550653 -0.01561308  0.02396443 -0.03446024 -0.20514571
  -0.05525059 -0.02013213  0.0194729   0.12805473]
 [-0.1646966  -0.13369902 -0.2050375  -0.02686279 -0.29515695  0.00244877
   0.06635648 -0.02588951 -0.01462032  0.03456234]
 [-0.03124034 -0.13912205 -0.07525868 -0.12665486  0.52802919  0.27566827
   0.6055589   0.11300042 -0.1818389  -0.38006759]
 [-0.01569581 -0.44401113 -0.0304398  -0.0704451   0.64989287  0.09958526
   0.56844497  0.0915585   0.03192972 -0.38560652]
 [ 0.01273743 -0.50149189 -0.04313195 -0.10383004  0.66784419  0.02202282
   0.53508163  0.04881391 -0.36195052 -0.2172599 ]
 [-0.17548325 -0.64408653 -0.01094916 -0.20646819  0.78069568 -0.09029543
   0.66555956 -0.0834039  -0.07022062  0.08377192]
 [-0.30341316 -0.47070762  0.05342614 -0.05370547  0.92812951  0.14358992
   0.48119161  0.04693553 -0.09346768 -0.14139984]
 [-0.21268814 -0.35173068  0.24967181 -0.24822837  0.68165146 -0.04323017
   0.73288651  0.0123995  -0.26173789 -0.03187454]
 [-0.13833019 -0.25189187 -0.18376624 -0.11015439  0.51216043 -0.22759661
   0.20578688  0.16799104 -0.0158504  -0.12670593]
 [ 0.09868934  0.24299341  0.15867372 -0.1096787  -0.06239667  0.05565678
  -0.14144485  0.28104254  0.06113968  0.16563952]
 [ 0.35498862  0.35557904 -0.08010726  0.31530904 -0.90453747 -0.28830665
  -0.49714927  0.17751482  0.39278704 -0.01867084]
 [ 0.04811071  0.12582471  0.25378047  0.24846414 -0.05719009 -0.1967998
  -0.17666165 -0.13306316 -0.13836879 -0.28920119]
 [ 0.01533226 -0.0952762  -0.12264755 -0.06686305  0.24324838  0.0431311
   0.01037321 -0.18603305  0.0229152   0.19484273]
 [-0.00412859 -0.06313876 -0.0695597  -0.0608199  -0.00506783 -0.17607272
   0.09350411  0.00906559  0.02926918 -0.00537236]
 [ 0.03047738  0.09252478  0.24418249  0.0746309  -0.23157384 -0.13697133
   0.09031456  0.03932595 -0.18552751  0.10703064]
 [ 0.07730007  0.05720581  0.1088694   0.01262558 -0.25283584  0.06582071
   0.03748249 -0.27069771 -0.01358593 -0.08282648]
 [-0.00546002  0.11954717  0.08603577 -0.02593321 -0.07596006  0.17786978
   0.07144797  0.11850026 -0.01748745  0.17647719]
 [ 0.22823624  0.10004358  0.03072074  0.08750395 -0.00604005 -0.0265392
  -0.20510427  0.14887288 -0.04926577 -0.01311515]
 [ 0.04680927  0.02666982  0.01825782  0.04572168 -0.44206313 -0.12464753
  -0.22809215  0.04123881  0.12194321  0.19617928]
 [ 0.0576287   0.49792028  0.12741134  0.43632494 -1.25018126 -0.30407556
  -0.5733124  -0.07110807  0.29972323  0.34233361]
 [ 0.17501881  0.4900492   0.06628609  0.42701435 -1.00955452 -0.08172776
  -0.42706509  0.15072936  0.21103869  0.47522335]
 [ 0.252715    0.3334665   0.24753376  0.15387112 -0.50661014  0.07914389
  -0.23402107  0.16266713  0.24462317  0.08404898]
 [-0.07273367  0.23873558  0.24143699  0.01771844 -0.06397827  0.13025604
  -0.11485802 -0.01510034 -0.03145445  0.0516955 ]
 [-0.0991648   0.00976366  0.0242464   0.09293507 -0.06611571  0.11579524
   0.23520335  0.01987227 -0.27465901 -0.09294714]
 [-0.22288658 -0.03824143 -0.09449309 -0.3464291   0.18620045  0.11969144
   0.11069962  0.10311558 -0.20841357  0.0311214 ]
 [ 0.01010792 -0.41476546 -0.12785772 -0.16118207  0.36930962  0.02520067
   0.19543536  0.15234384 -0.16522673 -0.22190094]
 [ 0.0895757  -0.27227767 -0.16531009 -0.04983828 -0.04195582 -0.03719312
   0.14712827 -0.15788555  0.09454343 -0.18856007]
 [-0.11312518  0.02854427  0.2663913   0.0030993   0.15277522  0.07687824
   0.0660087  -0.29667138 -0.10505837 -0.05114932]
 [-0.3392334   0.00552485  0.01827873 -0.01352483  0.13824993 -0.17917634
   0.01763126  0.23498349 -0.07420957  0.08538692]
 [ 0.15366772 -0.00330794 -0.23006713 -0.06601144  0.09344391 -0.3037354
   0.07652777 -0.16592509  0.01230706 -0.17292454]
 [ 0.22182747 -0.19759709  0.06855565 -0.00793097  0.0625759  -0.04217472
   0.04093732 -0.13550073  0.12448395 -0.16272117]
 [-0.10634445 -0.08995792  0.12093961  0.10700017  0.03462981 -0.11425375
   0.26113017 -0.07862941  0.17984834 -0.00434826]
 [-0.03458471 -0.21205125  0.18533765 -0.29785564 -0.19526929  0.13022436
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[[ 0.62069114]
 [ 1.72506211]
 [ 0.22817761]
 [ 0.87548169]
 [-2.75824362]
 [-0.26850171]
 [-1.75725202]
 [ 0.07701803]
 [ 0.68511871]
 [ 0.87405845]]
Progress: 46.8% ... Training loss: 0.267 ... Validation loss: 0.453[[  1.69755746e-01   2.74272532e-01  -1.01834902e-01   1.15716729e-01
   -5.01980938e-01  -7.32564636e-02  -9.59271403e-02   1.20960263e-01
   -4.59097334e-02   2.11559992e-01]
 [  9.85140419e-03   1.29041030e-01  -2.06581864e-02   4.22871044e-02
    9.27049628e-02  -5.43899419e-03   3.33477528e-01   4.05709421e-02
    1.39580287e-01  -3.18201404e-02]
 [  2.04514606e-01   7.86204599e-01   1.35887839e-02  -4.62745152e-02
    7.60539870e-01  -2.41004783e-02  -9.44034648e-01  -4.07509177e-02
    6.09952314e-02   2.96145438e-01]
 [  6.59555887e-02  -3.99488017e-01  -1.87663560e-01   2.20093044e-01
   -3.03777807e-02   1.21056822e-01   2.17170085e-01   6.66950228e-02
    1.49950256e-01   3.22827348e-01]
 [ -2.72343640e-02   7.22227333e-02  -1.49309114e-01   4.14170724e-02
   -7.99239886e-02  -1.80806780e-01   9.70862737e-02  -1.17231888e-01
   -1.95892232e-01  -5.37920872e-02]
 [ -3.97074095e-01  -6.65938645e-01  -3.02554282e-01   1.48386617e-01
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   -3.29477002e-02  -3.54686612e-02]
 [ -7.74741392e-03  -2.60713422e-01   8.56370087e-03   8.77323512e-02
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   -9.68539302e-03  -4.81727991e-02   8.50464744e-02   1.17437016e-01
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 [ -1.75059959e-01  -1.81063452e-01  -3.01850350e-01  -1.75302745e-02
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 [  2.44879748e-02  -4.45489475e-01   7.31763662e-02  -2.37637126e-02
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 [ -8.26985838e-02  -1.28532466e-01   3.61095175e-03  -1.32933713e-01
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 [ -1.17630384e-01  -2.17866670e-01  -6.77403904e-02   1.99260777e-02
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   -1.60127447e-01  -2.00832005e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
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 [ -2.85613000e-01  -3.50695572e-01   9.40156455e-02   2.12219027e-01
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 [  9.66343727e-02  -2.07448992e-01  -2.45580276e-02   1.11016856e-01
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 [  3.87444202e-02  -1.14077833e-01  -2.10135144e-01   1.52362813e-01
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   -1.85205321e-01   1.07524939e-01]
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   -2.49385554e-01   6.61790037e-02   3.94063302e-02  -2.70796215e-01
   -1.45059665e-02  -8.39899894e-02]
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   -8.02523348e-02   1.77432079e-01   6.88962727e-02   1.18628878e-01
   -1.63754402e-02   1.77838036e-01]
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   -6.13081373e-03  -2.65300539e-02  -2.05206116e-01   1.48867799e-01
   -4.93147714e-02  -1.32080301e-02]
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 [  2.52640086e-01   3.33403476e-01   2.47511458e-01   1.53785869e-01
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 [  8.93150019e-02  -2.72624882e-01  -1.65406755e-01  -5.02216665e-02
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   -1.04510313e-01  -5.04574697e-02]
 [ -3.38959303e-01   6.68463719e-03   1.83577885e-02  -1.32536909e-02
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 [  1.54337478e-01  -1.85268952e-03  -2.29816881e-01  -6.50447348e-02
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 [ -1.06376055e-01  -9.04055177e-02   1.20939293e-01   1.06975918e-01
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    1.79825596e-01  -4.36366083e-03]
 [ -3.32647154e-02  -2.08538232e-01   1.85786151e-01  -2.95982851e-01
   -2.00896857e-01   1.29665939e-01   1.06444237e-01  -1.22292267e-01
   -6.42144197e-03   1.89585191e-01]]
[[ 0.63468894]
 [ 1.73666311]
 [ 0.23980284]
 [ 0.8869215 ]
 [-2.74572312]
 [-0.25847595]
 [-1.74810987]
 [ 0.08817972]
 [ 0.69617487]
 [ 0.88892449]]
Progress: 46.8% ... Training loss: 0.266 ... Validation loss: 0.453[[  1.70992728e-01   2.76787631e-01  -1.01418530e-01   1.17081211e-01
   -5.04518308e-01  -7.35911399e-02  -9.84574583e-02   1.21112754e-01
   -4.46830454e-02   2.13143045e-01]
 [  9.65371956e-03   1.28685873e-01  -2.07502561e-02   4.19672154e-02
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    1.39313830e-01  -3.20699079e-02]
 [  2.06599842e-01   7.88869628e-01   1.44519604e-02  -4.32020052e-02
    7.53295764e-01  -2.49182782e-02  -9.46061525e-01  -4.04466117e-02
    6.32623027e-02   2.98866061e-01]
 [  6.56912579e-02  -4.00469417e-01  -1.87686225e-01   2.19724664e-01
   -2.72753115e-02   1.21149885e-01   2.17269121e-01   6.66643050e-02
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 [ -2.65907023e-02   7.26305207e-02  -1.48965327e-01   4.20733038e-02
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   -1.95318979e-01  -5.34159010e-02]
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   -3.39366437e-02  -3.66315797e-02]
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   -6.96946640e-02   6.70465774e-02  -1.00935491e-01  -2.92748721e-02
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   -3.83223938e-03  -1.14039955e-01]
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   -1.60689831e-01  -2.01516315e-01]
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   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
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   -2.76898811e-01  -9.30153368e-02]
 [  9.56195107e-02  -2.09325174e-01  -2.49524590e-02   1.09592529e-01
   -5.45467186e-02  -8.66476378e-02   2.61023394e-01   1.95287298e-03
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   -8.74252241e-02   8.08864825e-02  -3.11861044e-02  -1.99199497e-02
   -8.61373100e-02  -1.84241991e-03]
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   -2.31667772e-02  -5.44809869e-02]
 [  1.03205311e-02  -1.41357963e-01  -2.92502658e-01  -5.26159922e-02
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 [  5.24318631e-02  -3.97453252e-02  -1.14364760e-01   5.25338913e-02
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 [  4.88881405e-02   1.27497297e-01   2.54063590e-01   2.49464776e-01
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 [  3.11124029e-02   9.41933718e-02   2.44409803e-01   7.54817753e-02
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[[ 0.63580232]
 [ 1.74148212]
 [ 0.23976894]
 [ 0.88781367]
 [-2.74822963]
 [-0.26041448]
 [-1.75354606]
 [ 0.08762279]
 [ 0.69732708]
 [ 0.89101237]]
Progress: 46.9% ... Training loss: 0.266 ... Validation loss: 0.450[[  1.67618143e-01   2.67429329e-01  -1.02717358e-01   1.12230020e-01
   -4.91254548e-01  -7.21362408e-02  -8.83754894e-02   1.20643573e-01
   -4.84387332e-02   2.08795778e-01]
 [  9.85478722e-03   1.29059106e-01  -2.06569397e-02   4.23125102e-02
    9.20505986e-02  -5.44333095e-03   3.33549405e-01   4.05701777e-02
    1.39572623e-01  -3.18184253e-02]
 [  2.06059539e-01   7.86072736e-01   1.42545761e-02  -4.41403742e-02
    7.57529848e-01  -2.46712440e-02  -9.43992882e-01  -4.05135572e-02
    6.25685722e-02   2.98289025e-01]
 [  6.28783575e-02  -4.06358597e-01  -1.88849963e-01   2.15683821e-01
   -1.89169819e-02   1.22345113e-01   2.23951540e-01   6.62566540e-02
    1.46474702e-01   3.18687119e-01]
 [ -2.55417967e-02   7.40871338e-02  -1.48506871e-01   4.41122880e-02
   -9.06056168e-02  -1.81587277e-01   9.42550919e-02  -1.16984895e-01
   -1.93849511e-01  -5.17867170e-02]
 [ -3.97914759e-01  -6.68063293e-01  -3.02937552e-01   1.47054467e-01
   -1.77098468e-01   4.24323817e-02   3.74066496e-01  -4.00842483e-02
   -3.38103692e-02  -3.65829604e-02]
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   -5.14572434e-03  -1.15609533e-01]
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   -1.61904690e-01  -2.03002671e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.85397437e-01  -3.50480533e-01   9.40559020e-02   2.12357782e-01
   -1.48479244e-01  -6.34591418e-02   1.07267501e-01  -2.61396255e-01
   -2.77027002e-01  -9.32083186e-02]
 [  9.54706016e-02  -2.09388596e-01  -2.49971980e-02   1.09470594e-01
   -5.51630618e-02  -8.66027763e-02   2.61429454e-01   1.93446358e-03
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 [  3.85089332e-02  -1.15199024e-01  -2.10245083e-01   1.51951332e-01
   -8.75542278e-02   8.08824848e-02  -3.09724493e-02  -1.99175529e-02
   -8.60992441e-02  -1.76884682e-03]
 [ -1.20713291e-01  -9.24329783e-02  -2.01656705e-01   1.58781575e-01
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 [ -6.01103621e-02  -4.58324911e-02   2.78916404e-01   1.12363322e-01
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 [  6.25895710e-02  -1.04177539e-02   8.89940525e-02   9.21903440e-02
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   -2.28271170e-02  -5.40107847e-02]
 [  9.98025135e-03  -1.41960867e-01  -2.92631875e-01  -5.31031450e-02
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 [  5.13461756e-02  -4.31570645e-02  -1.14810510e-01   5.09020810e-02
   -1.32948887e-01   3.19307327e-01   2.75662802e-01   2.04687051e-01
   -1.54886082e-01  -5.45031700e-02]
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   -1.81679041e-01  -3.79873518e-01]
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 [  1.27129678e-02  -5.02188071e-01  -4.31488539e-02  -1.03853418e-01
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   -9.28379759e-02  -1.40611344e-01]
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 [  3.53993875e-01   3.52517050e-01  -8.05682027e-02   3.13494366e-01
   -9.00823828e-01  -2.87789212e-01  -4.94287325e-01   1.77340135e-01
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 [  4.90937282e-02   1.27796936e-01   2.54133971e-01   2.49747846e-01
   -6.06514909e-02  -1.97200764e-01  -1.79074200e-01  -1.32936856e-01
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 [  1.53101256e-02  -9.56415758e-02  -1.22644538e-01  -6.68774039e-02
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 [  3.04782668e-02   9.31951298e-02   2.44174184e-01   7.46074102e-02
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   -7.31332473e-02   1.78076115e-01   7.32474552e-02   1.18410119e-01
   -1.81420117e-02   1.75754976e-01]
 [  2.27813942e-01   9.92191374e-02   3.05547761e-02   8.68904183e-02
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   -4.97789052e-02  -1.37152317e-02]
 [  4.85373191e-02   3.18783586e-02   1.89440564e-02   4.82478680e-02
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 [  8.89857088e-02  -2.73785075e-01  -1.65570467e-01  -5.07392528e-02
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   -7.40654915e-02   8.53406660e-02]
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    1.80528444e-01  -3.49449140e-03]
 [ -3.63162969e-02  -2.15261121e-01   1.84631899e-01  -3.00319802e-01
   -1.92576489e-01   1.30950429e-01   1.13952252e-01  -1.22724684e-01
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[[ 0.62121788]
 [ 1.73161895]
 [ 0.22714052]
 [ 0.87423411]
 [-2.75741519]
 [-0.27418196]
 [-1.76932526]
 [ 0.07358152]
 [ 0.68242693]
 [ 0.87427171]]
Progress: 46.9% ... Training loss: 0.265 ... Validation loss: 0.449[[ 0.16917623  0.27004458 -0.10215207  0.11437356 -0.49562658 -0.07278653
  -0.09088384  0.12082665 -0.04664144  0.21086778]
 [ 0.01054433  0.13040543 -0.02039543  0.04330829  0.08939819 -0.00575412
   0.3321036   0.04065301  0.14032047 -0.0308758 ]
 [ 0.20553984  0.78429178  0.01410863 -0.04476332  0.75901667 -0.02446954
  -0.9425661  -0.04055622  0.06217331  0.2975785 ]
 [ 0.06043919 -0.41341457 -0.18976808  0.21202543 -0.0074025   0.12348168
   0.2310747   0.0659547   0.14376445  0.31557971]
 [-0.0258014   0.07349252 -0.14855614  0.04373275 -0.08676391 -0.18138161
   0.09587363 -0.11701806 -0.19425722 -0.05249747]
 [-0.39732561 -0.66706872 -0.30276862  0.14775301 -0.17860273  0.04221474
   0.37350543 -0.04001898 -0.03326954 -0.03596625]
 [-0.00804857 -0.26271965  0.00847862  0.08738627 -0.02791789 -0.07026308
   0.19261269 -0.19196962  0.19572073  0.03609766]
 [ 0.10678792 -0.28875591  0.03071744 -0.07735219 -0.00394812 -0.04739577
   0.09142087  0.11720828  0.07762392 -0.02363951]
 [-0.17524642 -0.1821313  -0.30187279 -0.01773098 -0.06811361  0.06742927
  -0.09791499 -0.02942202  0.26969732 -0.13028432]
 [ 0.02566727 -0.44502074  0.07354899 -0.02255835 -0.24006631 -0.10673847
   0.23149082 -0.11131768 -0.00681125  0.0606731 ]
 [-0.08425082 -0.13501515  0.00300957 -0.13512487 -0.08759639  0.01259413
   0.24143485 -0.10289812 -0.00514296 -0.1157321 ]
 [-0.11963076 -0.22218208 -0.06846408  0.01722611  0.31159065  0.09808391
   0.17017897 -0.01577002 -0.16240662 -0.20373884]
 [-0.15877503  0.00215783  0.06108408  0.01927964 -0.16873892 -0.21884744
  -0.17455935 -0.1972686   0.08455387  0.17114178]
 [-0.28539119 -0.35013889  0.09405049  0.21230994 -0.14818736 -0.06342539
   0.10712821 -0.26140131 -0.27707062 -0.09323373]
 [ 0.09581527 -0.2090323  -0.0248916   0.10989803 -0.05565049 -0.08674753
   0.26116497  0.00197705  0.02063273 -0.00439452]
 [ 0.03827213 -0.11593687 -0.21033481  0.15163328 -0.08690072  0.08098206
  -0.03016758 -0.01994223 -0.08638507 -0.00221722]
 [-0.11974781 -0.09052329 -0.20129675  0.16013949 -0.00367429  0.13310919
   0.01387074 -0.25061938  0.07399777 -0.19328764]
 [-0.05974291 -0.04512197  0.27904813  0.11286266  0.08177214 -0.06497588
  -0.12496694  0.12148056  0.08560163  0.05173716]
 [ 0.06317586 -0.00955893  0.08919973  0.09302313  0.01176865 -0.01810747
   0.19561439  0.12042546 -0.02218216 -0.0531743 ]
 [ 0.01001767 -0.14205325 -0.2926383  -0.05314661  0.09960748 -0.0926287
   0.12413485  0.16259248  0.10714039 -0.03162273]
 [ 0.05099955 -0.04456324 -0.11490957  0.0504753  -0.1320202   0.31945311
   0.27714284  0.20464955 -0.15525422 -0.05503746]
 [ 0.00662565 -0.00434261  0.12439589  0.11403618 -0.00190827  0.10365904
  -0.10381493 -0.04129362  0.22236872  0.09074271]
 [ 0.11389276  0.07553344 -0.04312149 -0.09284637 -0.11749372 -0.33168007
   0.1227499   0.00878295  0.14761489  0.09463777]
 [-0.10288471 -0.05706848 -0.01573814  0.02344508 -0.03355969 -0.20498665
  -0.05382996 -0.0201784   0.01914378  0.12749109]
 [-0.16491825 -0.13405876 -0.20510337 -0.02719871 -0.29515615  0.00254529
   0.06668436 -0.02593001 -0.01491185  0.03419556]
 [-0.03079334 -0.13860791 -0.07510855 -0.12604807  0.52628453  0.27549825
   0.60494784  0.11305968 -0.18135447 -0.37946922]
 [-0.01577283 -0.44465814 -0.03047175 -0.0705454   0.64958915  0.09960933
   0.56921156  0.09154523  0.03184775 -0.38577664]
 [ 0.01309946 -0.50157227 -0.04299984 -0.10329848  0.66609368  0.02186475
   0.5350606   0.04885059 -0.36162051 -0.21690889]
 [-0.17559417 -0.64405938 -0.01101672 -0.20669043  0.78128804 -0.09023295
   0.66540581 -0.0834309  -0.07042363  0.08354557]
 [-0.30293377 -0.47030961  0.05358244 -0.0529923   0.92645884  0.14337657
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 [-0.21301772 -0.35256504  0.24955891 -0.24862295  0.68306569 -0.04311187
   0.73367801  0.01235697 -0.26205464 -0.03222589]
 [-0.13971082 -0.25508644 -0.18426771 -0.11205465  0.51765494 -0.22701996
   0.20916409  0.16780711 -0.01734632 -0.12842596]
 [ 0.10053764  0.24768563  0.15935825 -0.10711112 -0.06933221  0.0549052
  -0.14611605  0.28127493  0.06312999  0.16819233]
 [ 0.35297809  0.34893105 -0.08098061  0.31173404 -0.89536057 -0.28725987
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 [ 0.04913899  0.12797587  0.25414884  0.24979877 -0.06095663 -0.19721653
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   0.00893676 -0.18595694  0.02357091  0.19562718]
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 [ 0.03046278  0.09291443  0.24416188  0.07459231 -0.23186999 -0.13696222
   0.09012715  0.03931291 -0.18558766  0.10694709]
 [ 0.0764989   0.05564312  0.10854558  0.01139893 -0.24863001  0.06615908
   0.03927621 -0.27081382 -0.01455951 -0.0840829 ]
 [-0.00692474  0.11590746  0.08546497 -0.02796643 -0.06969685  0.17847076
   0.0752112   0.11830183 -0.01912185  0.17452105]
 [ 0.22826607  0.1003814   0.03073132  0.08755081 -0.00693034 -0.02658216
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  -0.23308547  0.04146733  0.12380944  0.19840608]
 [ 0.05929407  0.50100461  0.12812506  0.4388432  -1.25830701 -0.30467333
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 [ 0.17446037  0.48724484  0.06608059  0.42634868 -1.01047253 -0.08145795
  -0.42470048  0.1506566   0.21055918  0.47454916]
 [ 0.25268538  0.33410752  0.24759482  0.15402868 -0.50859311  0.07906563
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 [-0.07303063  0.23811094  0.24129333  0.01718885 -0.06264429  0.13042888
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 [-0.22343381 -0.03981826 -0.09470319 -0.34716376  0.18808693  0.11990627
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 [ 0.00997975 -0.4152039  -0.12790449 -0.16137776  0.36976352  0.02525683
   0.19581853  0.15232857 -0.1653635  -0.22206225]
 [ 0.08907112 -0.27421263 -0.16554144 -0.05064194 -0.04263735 -0.03691829
   0.14916329 -0.15798266  0.09384901 -0.1894181 ]
 [-0.11263086  0.02832317  0.26661181  0.00402381  0.15025175  0.07658782
   0.06537364 -0.29660062 -0.10439606 -0.05039779]
 [-0.33932949  0.0060419   0.01821678 -0.01398399  0.13884763 -0.1790398
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 [ 0.22282365 -0.1961411   0.06893938 -0.0064053   0.05840064 -0.04261734
   0.03949209 -0.13537071  0.1256337  -0.16118493]
 [-0.10506158 -0.08770057  0.12141401  0.10877399  0.02890013 -0.11476126
   0.25865237 -0.07845904  0.1812165  -0.00264014]
 [-0.03608802 -0.21539375  0.18466392 -0.30024187 -0.19367339  0.1309152
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[[ 0.62559665]
 [ 1.7355215 ]
 [ 0.23401249]
 [ 0.87942958]
 [-2.75301141]
 [-0.26905918]
 [-1.76199713]
 [ 0.07676215]
 [ 0.6871958 ]
 [ 0.87864478]]
Progress: 47.0% ... Training loss: 0.263 ... Validation loss: 0.447[[  1.67147639e-01   2.65299344e-01  -1.02929623e-01   1.11131493e-01
   -4.85440119e-01  -7.18815110e-02  -8.64941054e-02   1.20544677e-01
   -4.90036517e-02   2.07730496e-01]
 [  1.04246257e-02   1.30121810e-01  -2.04611556e-02   4.30993274e-02
    8.90597841e-02  -5.68279505e-03   3.32508637e-01   4.06343139e-02
    1.40090227e-01  -3.11814331e-02]
 [  2.04166062e-01   7.79982683e-01   1.34466748e-02  -4.75786208e-02
    7.67038625e-01  -2.38257081e-02  -9.39938369e-01  -4.07942177e-02
    6.02107949e-02   2.94994069e-01]
 [  6.08911143e-02  -4.12408080e-01  -1.89508984e-01   2.13299585e-01
   -1.16217130e-02   1.23287361e-01   2.31313281e-01   6.60338027e-02
    1.44596215e-01   3.16432350e-01]
 [ -2.54962263e-02   7.34353622e-02  -1.48434033e-01   4.40362810e-02
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   -1.93673244e-01  -5.23586345e-02]
 [ -3.98627273e-01  -6.70032763e-01  -3.03265227e-01   1.45975620e-01
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   -3.47148735e-02  -3.77793166e-02]
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   -1.62629886e-01  -2.03933313e-01]
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   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
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 [  6.28873058e-02  -9.43061864e-03   8.90923570e-02   9.25442723e-02
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   -2.26207131e-02  -5.36583381e-02]
 [  8.67427276e-03  -1.45825581e-01  -2.93233951e-01  -5.54905573e-02
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 [  5.12525954e-02  -4.41646018e-02  -1.14811022e-01   5.08530053e-02
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[[ 0.61456649]
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 [ 0.67609775]
 [ 0.86805623]]
Progress: 47.0% ... Training loss: 0.269 ... Validation loss: 0.454[[  1.67458418e-01   2.66425439e-01  -1.02809443e-01   1.11651382e-01
   -4.87940325e-01  -7.20475202e-02  -8.79916196e-02   1.20580998e-01
   -4.86496720e-02   2.08058787e-01]
 [  1.04763983e-02   1.30126456e-01  -2.04393455e-02   4.31771766e-02
    8.88465243e-02  -5.70624558e-03   3.32380084e-01   4.06403704e-02
    1.40126235e-01  -3.11067116e-02]
 [  2.06969816e-01   7.85722546e-01   1.44584232e-02  -4.33411170e-02
    7.58452679e-01  -2.51167254e-02  -9.46928212e-01  -4.04757976e-02
    6.34814614e-02   2.98876785e-01]
 [  6.41557435e-02  -4.05099381e-01  -1.88210993e-01   2.18081145e-01
   -2.47998991e-02   1.21726329e-01   2.22741380e-01   6.63916516e-02
    1.48006374e-01   3.20538871e-01]
 [ -2.64645579e-02   7.09072038e-02  -1.48769283e-01   4.27634962e-02
   -8.52053552e-02  -1.81116875e-01   9.91818175e-02  -1.17096220e-01
   -1.94485442e-01  -5.35432551e-02]
 [ -3.99618864e-01  -6.71598699e-01  -3.03633659e-01   1.44441248e-01
   -1.73701835e-01   4.32338955e-02   3.79327641e-01  -4.02894205e-02
   -3.58666393e-02  -3.91796385e-02]
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   -3.56589024e-02  -7.11462652e-02   1.87676723e-01  -1.91746841e-01
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   -3.31382442e-03  -4.72929716e-02   9.16912001e-02   1.17131711e-01
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 [ -1.76031056e-01  -1.84048647e-01  -3.02100583e-01  -1.87973030e-02
   -6.57807044e-02   6.77274077e-02  -9.55074012e-02  -2.95128720e-02
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 [  2.39035681e-02  -4.47979697e-01   7.28387209e-02  -2.54741210e-02
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   -9.08584777e-03   5.77165307e-02]
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   -4.50337648e-03  -1.15134166e-01]
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   -1.62395671e-01  -2.03563443e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
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   -1.47000476e-01  -6.30964853e-02   1.08524939e-01  -2.61481006e-01
   -2.77897487e-01  -9.43076805e-02]
 [  9.52266894e-02  -2.10570701e-01  -2.51134041e-02   1.09057527e-01
   -5.50278606e-02  -8.65284544e-02   2.63232640e-01   1.91260665e-03
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 [  3.74534309e-02  -1.17470117e-01  -2.10613102e-01   1.50573711e-01
   -8.47701676e-02   8.13315347e-02  -2.81923076e-02  -2.00393634e-02
   -8.71997885e-02  -3.11874250e-03]
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   -5.04236360e-03   1.32844525e-01   1.24769569e-02  -2.50545348e-01
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 [ -5.93801377e-02  -4.45763099e-02   2.79170991e-01   1.13412065e-01
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 [  6.40875101e-02  -6.45594879e-03   8.95456510e-02   9.43428342e-02
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   -2.12630491e-02  -5.19995731e-02]
 [  8.83173250e-03  -1.45385423e-01  -2.93188507e-01  -5.52673440e-02
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 [  5.17380287e-02  -4.30454550e-02  -1.14641100e-01   5.15337996e-02
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   -1.48355581e-02   3.42339169e-02]
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   -1.81253269e-01  -3.79475965e-01]
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    3.13052301e-02  -3.86443030e-01]
 [  1.35955160e-02  -5.01134257e-01  -4.28300225e-02  -1.02623984e-01
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   -3.61100453e-01  -2.16248502e-01]
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   -9.24063702e-02  -1.40007730e-01]
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   -1.76254791e-02  -1.28808569e-01]
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   -6.73858923e-02   5.51218643e-02  -1.44753433e-01   2.81204001e-01
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 [  3.51918274e-01   3.47179751e-01  -8.13607786e-02   3.10000558e-01
   -8.91364090e-01  -2.86748992e-01  -4.88805959e-01   1.77058619e-01
    3.88992072e-01  -2.35351322e-02]
 [  4.87676195e-02   1.26838341e-01   2.54013415e-01   2.49213151e-01
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   -1.37641042e-01  -2.88139325e-01]
 [  1.63479443e-02  -9.31499571e-02  -1.22267931e-01  -6.54173530e-02
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 [  2.97747433e-02   9.11898154e-02   2.43924159e-01   7.36577149e-02
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   -1.86329915e-01   1.06060965e-01]
 [  7.65540449e-02   5.58233897e-02   1.08578188e-01   1.14930202e-02
   -2.49316161e-01   6.61357949e-02   3.92120471e-02  -2.70811241e-01
   -1.44485668e-02  -8.39861291e-02]
 [ -6.90758970e-03   1.16261155e-01   8.54662194e-02  -2.79811653e-02
   -6.98441710e-02   1.78454985e-01   7.49035072e-02   1.18305317e-01
   -1.91317806e-02   1.74525610e-01]
 [  2.27593533e-01   9.87987195e-02   3.04524247e-02   8.64513662e-02
   -4.42217475e-03  -2.62890716e-02  -2.04057499e-01   1.48783107e-01
   -5.00541484e-02  -1.41855236e-02]
 [  4.92726611e-02   3.40606472e-02   1.92242821e-02   4.92761913e-02
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 [  2.53008754e-01   3.34794738e-01   2.47703071e-01   1.54489091e-01
   -5.10134541e-01   7.89334428e-02  -2.35375609e-01   1.62702568e-01
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 [ -7.30175620e-02   2.38066910e-01   2.41287223e-01   1.72036443e-02
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   -3.18494009e-02   5.12068604e-02]
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   -2.73654969e-01  -9.16681841e-02]
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   -2.09051337e-01   3.03754353e-02]
 [  1.02080430e-02  -4.14634223e-01  -1.27793231e-01  -1.60996351e-01
    3.68603906e-01   2.51358266e-02   1.95043297e-01   1.52361722e-01
   -1.65068541e-01  -2.21689870e-01]
 [  8.85030059e-02  -2.75174117e-01  -1.65767763e-01  -5.15360696e-02
   -4.05582863e-02  -3.66697446e-02   1.50307535e-01  -1.58070975e-01
    9.31786039e-02  -1.90516080e-01]
 [ -1.12391594e-01   2.89227395e-02   2.66684942e-01   4.34652760e-03
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   -1.04243868e-01  -5.02493525e-02]
 [ -3.40023684e-01   3.98903151e-03   1.79574421e-02  -1.49799503e-02
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   -7.52221678e-02   8.37920224e-02]
 [  1.53990153e-01  -3.70996974e-03  -2.29906967e-01  -6.54740313e-02
    9.17234135e-02  -3.03872743e-01   7.66259927e-02  -1.65875818e-01
    1.27044700e-02  -1.72462053e-01]
 [  2.22369353e-01  -1.98145143e-01   6.87100574e-02  -7.23759772e-03
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    1.25071378e-01  -1.61744714e-01]
 [ -1.04438817e-01  -8.65837363e-02   1.21640045e-01   1.09632987e-01
    2.66500364e-02  -1.15006156e-01   2.57142620e-01  -7.83882063e-02
    1.81889061e-01  -1.73427196e-03]
 [ -3.65743882e-02  -2.16088465e-01   1.84529457e-01  -3.01008887e-01
   -1.94828839e-01   1.31147463e-01   1.15369848e-01  -1.22777025e-01
   -1.00138235e-02   1.85302159e-01]]
[[ 0.62099583]
 [ 1.73008397]
 [ 0.22996259]
 [ 0.87367705]
 [-2.75020483]
 [-0.2704768 ]
 [-1.76596938]
 [ 0.07100618]
 [ 0.6821418 ]
 [ 0.87523269]]
Progress: 47.0% ... Training loss: 0.264 ... Validation loss: 0.452[[  1.64814247e-01   2.59904642e-01  -1.03810634e-01   1.07687686e-01
   -4.74997550e-01  -7.08927595e-02  -8.13703208e-02   1.20273074e-01
   -5.16211384e-02   2.04296978e-01]
 [  1.06226331e-02   1.30564176e-01  -2.03715833e-02   4.34159150e-02
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    1.40298126e-01  -3.08683989e-02]
 [  2.04963117e-01   7.83155246e-01   1.36762225e-02  -4.63736471e-02
    7.65962207e-01  -2.42806667e-02  -9.44094150e-01  -4.07067631e-02
    6.13640246e-02   2.96200855e-01]
 [  6.41206658e-02  -4.05358724e-01  -1.88164767e-01   2.18226641e-01
   -2.39998312e-02   1.21742535e-01   2.23512825e-01   6.63647593e-02
    1.47985314e-01   3.20301073e-01]
 [ -2.63539209e-02   7.13275582e-02  -1.48741251e-01   4.28360638e-02
   -8.64348798e-02  -1.81201103e-01   9.90605168e-02  -1.17081917e-01
   -1.94570421e-01  -5.37061304e-02]
 [ -3.99480551e-01  -6.71535786e-01  -3.03587127e-01   1.44555823e-01
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   -3.57841488e-02  -3.90803039e-02]
 [ -7.80177210e-03  -2.62830596e-01   8.56122235e-03   8.78953853e-02
   -2.86247805e-02  -7.04489356e-02   1.92164546e-01  -1.91924184e-01
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 [  1.07353882e-01  -2.87827768e-01   3.08287724e-02  -7.70874685e-02
   -6.28389791e-03  -4.76070447e-02   8.95281910e-02   1.17213857e-01
    7.80988050e-02  -2.32035168e-02]
 [ -1.76834673e-01  -1.86367349e-01  -3.02375677e-01  -1.99231347e-02
   -6.23388925e-02   6.80176038e-02  -9.31363810e-02  -2.96055244e-02
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 [  2.31643941e-02  -4.50619859e-01   7.25632783e-02  -2.66838715e-02
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   -9.86523732e-03   5.67650337e-02]
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   -5.39513841e-03  -1.16231251e-01]
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   -1.62417700e-01  -2.03786302e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.85771525e-01  -3.50905132e-01   9.38958455e-02   2.11763169e-01
   -1.48070427e-01  -6.32244338e-02   1.08229419e-01  -2.61447036e-01
   -2.77607294e-01  -9.39823695e-02]
 [  9.53973731e-02  -2.10397111e-01  -2.50486442e-02   1.09246399e-01
   -5.47856580e-02  -8.65873285e-02   2.63055340e-01   1.93372109e-03
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 [  3.72279432e-02  -1.17748366e-01  -2.10716055e-01   1.50196590e-01
   -8.40634476e-02   8.14357511e-02  -2.78109962e-02  -2.00686894e-02
   -8.74770631e-02  -3.43780674e-03]
 [ -1.19731096e-01  -9.09917082e-02  -2.01273039e-01   1.60138030e-01
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 [ -5.97768051e-02  -4.55709379e-02   2.79012063e-01   1.12831480e-01
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    8.55901899e-02   5.17580839e-02]
 [  6.29788849e-02  -9.41208157e-03   8.91141984e-02   9.27739122e-02
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   -2.25027290e-02  -5.35091719e-02]
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 [ -1.04780850e-01  -8.80324710e-02   1.21513861e-01   1.09084526e-01
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[[ 0.61494158]
 [ 1.72359323]
 [ 0.2243044 ]
 [ 0.86757556]
 [-2.75532234]
 [-0.27522373]
 [-1.76947344]
 [ 0.06724076]
 [ 0.6758429 ]
 [ 0.86893194]]
Progress: 47.1% ... Training loss: 0.269 ... Validation loss: 0.459[[  1.64403851e-01   2.58680697e-01  -1.04027914e-01   1.07033771e-01
   -4.73273888e-01  -7.04636584e-02  -8.02394344e-02   1.20180997e-01
   -5.20170424e-02   2.03724079e-01]
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 [  2.03031722e-01   7.77163353e-01   1.28968138e-02  -4.97478887e-02
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    5.91992623e-02   2.93330558e-01]
 [  6.38731254e-02  -4.07795268e-01  -1.88412482e-01   2.17884552e-01
   -2.72404119e-02   1.21828649e-01   2.25443465e-01   6.63289441e-02
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 [ -2.27570282e-02   8.03852600e-02  -1.47312701e-01   4.82657429e-02
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   -1.62315181e-01  -2.03540715e-01]
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 [  2.98301092e-02   9.16519002e-02   2.43934941e-01   7.36541119e-02
   -2.29369476e-01  -1.36674775e-01   9.13711578e-02   3.92367723e-02
   -1.86284852e-01   1.06118681e-01]
 [  7.61310391e-02   5.47681118e-02   1.08418593e-01   1.09283961e-02
   -2.46904932e-01   6.63051973e-02   4.03500943e-02  -2.70859352e-01
   -1.49297130e-02  -8.45819507e-02]
 [ -7.43712103e-03   1.15622613e-01   8.52552562e-02  -2.87508824e-02
   -6.78340122e-02   1.78691269e-01   7.57228095e-02   1.18244806e-01
   -1.97020090e-02   1.73762951e-01]
 [  2.27618675e-01   9.91237995e-02   3.04435173e-02   8.64410236e-02
   -4.35492839e-03  -2.63034743e-02  -2.04673689e-01   1.48777385e-01
   -5.00726069e-02  -1.42628003e-02]
 [  4.89338757e-02   3.33109971e-02   1.91036497e-02   4.88449581e-02
   -4.52347329e-01  -1.25583457e-01  -2.34083767e-01   4.15238852e-02
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 [  5.74666408e-02   4.97775301e-01   1.27420675e-01   4.36239780e-01
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 [  1.75480080e-01   4.89443654e-01   6.64417222e-02   4.27778849e-01
   -1.01480703e+00  -8.18099494e-02  -4.27061398e-01   1.50759500e-01
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 [  2.53137661e-01   3.35150341e-01   2.47741743e-01   1.54649914e-01
   -5.10329654e-01   7.88934840e-02  -2.35700790e-01   1.62712103e-01
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 [ -7.27581433e-02   2.39057800e-01   2.41381812e-01   1.75427908e-02
   -6.37802978e-02   1.30316525e-01  -1.14948370e-01  -1.51222744e-02
   -3.15768369e-02   5.15303502e-02]
 [ -9.84787446e-02   1.19653651e-02   2.44970350e-02   9.39033780e-02
   -6.97636438e-02   1.15494080e-01   2.32705406e-01   1.99457931e-02
   -2.73882076e-01  -9.19431878e-02]
 [ -2.23448953e-01  -3.97450446e-02  -9.47177836e-02  -3.47183898e-01
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   -2.09011338e-01   3.04050364e-02]
 [  1.02589014e-02  -4.14510792e-01  -1.27772841e-01  -1.60948662e-01
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   -1.64999793e-01  -2.21617330e-01]
 [  8.75134299e-02  -2.78293674e-01  -1.66206310e-01  -5.30869890e-02
   -3.67816539e-02  -3.61268786e-02   1.53389019e-01  -1.58200512e-01
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 [ -1.12941640e-01   2.75954183e-02   2.66498274e-01   3.62447928e-03
    1.50351445e-01   7.67020996e-02   6.58742223e-02  -2.96629106e-01
   -1.04887495e-01  -5.10719364e-02]
 [ -3.39885905e-01   4.44005245e-03   1.79701879e-02  -1.48647837e-02
    1.40931866e-01  -1.78808070e-01   1.85782624e-02   2.34856611e-01
   -7.51815395e-02   8.37771665e-02]
 [  1.54340140e-01  -3.15575146e-03  -2.29742812e-01  -6.49324846e-02
    9.06115143e-02  -3.04056154e-01   7.59494264e-02  -1.65833003e-01
    1.30771239e-02  -1.72060813e-01]
 [  2.22649724e-01  -1.97299877e-01   6.88121624e-02  -6.87557787e-03
    6.00713071e-02  -4.24822158e-02   3.96921725e-02  -1.35412731e-01
    1.25357784e-01  -1.61378249e-01]
 [ -1.04176169e-01  -8.67629760e-02   1.21745854e-01   1.09986623e-01
    2.70227764e-02  -1.15143717e-01   2.57330760e-01  -7.83562077e-02
    1.82268992e-01  -1.25379544e-03]
 [ -3.73000296e-02  -2.17244044e-01   1.84200350e-01  -3.02193847e-01
   -1.95106892e-01   1.31536373e-01   1.16523148e-01  -1.22874116e-01
   -1.07654140e-02   1.84660702e-01]]
[[ 0.61292842]
 [ 1.72098659]
 [ 0.22379575]
 [ 0.86788286]
 [-2.75425985]
 [-0.27608514]
 [-1.76406488]
 [ 0.06534626]
 [ 0.6741218 ]
 [ 0.86625057]]
Progress: 47.1% ... Training loss: 0.272 ... Validation loss: 0.461[[ 0.16784058  0.26583324 -0.10279362  0.11156292 -0.48078131 -0.07190132
  -0.08786466  0.12054285 -0.04823578  0.20847045]
 [ 0.0104715   0.13013988 -0.02042699  0.04320118  0.08880622 -0.00571255
   0.33249886  0.04065013  0.14014273 -0.03107989]
 [ 0.20275847  0.77825527  0.01287765 -0.04978722  0.77500689 -0.0230839
  -0.94016337 -0.0409808   0.059175    0.2928022 ]
 [ 0.06321443 -0.41239582 -0.18862967  0.21715032 -0.02478891  0.12193159
   0.22894747  0.06627457  0.14669032  0.31909229]
 [-0.02427692  0.08024523 -0.14785375  0.04581614 -0.09640843 -0.18205818
   0.09140639 -0.11682039 -0.1918135  -0.05039396]
 [-0.39901401 -0.67067942 -0.3034253   0.14516126 -0.17543615  0.04298385
   0.37832436 -0.04022154 -0.03533252 -0.03840303]
 [-0.00341706 -0.25390933  0.01014786  0.0939903  -0.04382921 -0.07214898
   0.18204087 -0.19148147  0.2008984   0.04314979]
 [ 0.1077743  -0.28668973  0.03090151 -0.07680015 -0.00839723 -0.04775045
   0.08753996  0.11723185  0.078522   -0.02305696]
 [-0.175867   -0.18477153 -0.30204355 -0.01856862 -0.06654719  0.06759042
  -0.09537511 -0.02950267  0.26905806 -0.13123825]
 [ 0.02700808 -0.44230639  0.07387742 -0.02181721 -0.24470401 -0.10703714
   0.22683553 -0.11127539 -0.00577793  0.06190742]
 [-0.082589   -0.133786    0.0036532  -0.13269347 -0.09574957  0.01173112
   0.2393382  -0.1027234  -0.00313081 -0.11332038]
 [-0.1193245  -0.22150003 -0.06841027  0.01778025  0.30875409  0.09793528
   0.16983699 -0.01575851 -0.16207858 -0.20314092]
 [-0.15877503  0.00215783  0.06108408  0.01927964 -0.16873892 -0.21884744
  -0.17455935 -0.1972686   0.08455387  0.17114178]
 [-0.28521317 -0.34981013  0.09406604  0.2124639  -0.14987253 -0.06346442
   0.1069417  -0.26139282 -0.27711435 -0.09339619]
 [ 0.09560982 -0.21009619 -0.02497709  0.10952505 -0.05537986 -0.08668114
   0.26276326  0.00195896  0.02039166 -0.00467695]
 [ 0.03717332 -0.1180055  -0.21069788  0.15018563 -0.08375391  0.08145075
  -0.02755197 -0.02007069 -0.08750156 -0.00321065]
 [-0.11758724 -0.085784   -0.20051071  0.16310358 -0.00995076  0.1321926
   0.00860315 -0.25039008  0.07638111 -0.19019388]
 [-0.05888022 -0.04391728  0.2793192   0.11403521  0.07792927 -0.06526827
  -0.12694043  0.12155937  0.08667157  0.05317282]
 [ 0.06361571 -0.00855416  0.08933916  0.09359059  0.01061788 -0.01825969
   0.19423183  0.12046029 -0.02184065 -0.05262019]
 [ 0.01083437 -0.14015143 -0.29246631 -0.05258625  0.09663009 -0.09293891
   0.12093443  0.16262714  0.10785467 -0.03100238]
 [ 0.05139128 -0.04316818 -0.11476053  0.05101089 -0.13364368  0.3192626
   0.27550001  0.20469098 -0.15481496 -0.05459951]
 [ 0.00441451 -0.01099863  0.12359595  0.11089125  0.00671788  0.10464926
  -0.09695675 -0.04154753  0.22019228  0.08771854]
 [ 0.11507994  0.07766144 -0.04270355 -0.09125816 -0.12223974 -0.33223451
   0.11999725  0.00889563  0.14876119  0.09623726]
 [-0.10222756 -0.05539872 -0.01546968  0.02441934 -0.03843079 -0.20530104
  -0.05561542 -0.02010073  0.01987582  0.12838781]
 [-0.16478783 -0.13401681 -0.20504851 -0.02702295 -0.2956539   0.00247944
   0.06670987 -0.02591891 -0.01478729  0.03426398]
 [-0.03003966 -0.13727632 -0.07482555 -0.12488969  0.52399661  0.27511539
   0.60351092  0.11315051 -0.18045614 -0.37846323]
 [-0.01638342 -0.44729002 -0.03072684 -0.07156426  0.65165324  0.099919
   0.57160312  0.09146621  0.0310922  -0.38674437]
 [ 0.01438923 -0.50023682 -0.04252732 -0.10141138  0.66077824  0.02127109
   0.53323027  0.04900357 -0.36020077 -0.21514337]
 [-0.17459026 -0.64295266 -0.01063852 -0.20518507  0.77746534 -0.0907108
   0.66372505 -0.08331058 -0.06934122  0.08506948]
 [-0.30273332 -0.47061141  0.05366899 -0.05263028  0.92536434  0.14325878
   0.48062018  0.04703329 -0.09266939 -0.1403126 ]
 [-0.21248775 -0.35193947  0.24975538 -0.24785102  0.68100335 -0.0433568
   0.73282463  0.0124137  -0.26146019 -0.03148758]
 [-0.139752   -0.25554123 -0.18428242 -0.11205717  0.51736112 -0.22701611
   0.2092573   0.16779396 -0.01740022 -0.12846676]
 [ 0.09907083  0.24526663  0.15883433 -0.10918771 -0.06444827  0.05553825
  -0.14289239  0.28110125  0.06154847  0.16628457]
 [ 0.35288477  0.34690047 -0.08109538  0.31081516 -0.89031363 -0.28706536
  -0.48969836  0.17713988  0.39001886 -0.02203114]
 [ 0.04858447  0.1266375   0.25394367  0.24889758 -0.05896848 -0.19698558
  -0.17815131 -0.13300543 -0.13785646 -0.28834606]
 [ 0.01731758 -0.09111013 -0.12191315 -0.06397571  0.23524496  0.04220577
   0.00563038 -0.1857959   0.02513736  0.19760502]
 [-0.00416087 -0.06363462 -0.06963621 -0.06105329 -0.00379568 -0.17603846
   0.09387516  0.0090395   0.02920184 -0.00560426]
 [ 0.02990722  0.09187435  0.24395487  0.07375387 -0.22974144 -0.13670574
   0.0911732   0.03924425 -0.1862029   0.10619814]
 [ 0.07593785  0.05431364  0.10834751  0.01064464 -0.24600848  0.06639443
   0.04077992 -0.27088073 -0.01513244 -0.08485958]
 [-0.00708692  0.11665021  0.08538427 -0.02831293 -0.06944775  0.17854565
   0.07468887  0.1182795  -0.01931259  0.17423109]
 [ 0.22707707  0.09798529  0.03024062  0.08566538 -0.00224248 -0.02606518
  -0.20352416  0.14871853 -0.05066218 -0.01505941]
 [ 0.04927823  0.03426348  0.01922576  0.04933601 -0.45371083 -0.12573674
  -0.23507856  0.04156013  0.12465089  0.19950635]
 [ 0.05802907  0.49891054  0.12763147  0.43708068 -1.25858343 -0.30403218
  -0.5732999  -0.07100487  0.30032031  0.34276425]
 [ 0.17652543  0.49228157  0.06682054  0.42923728 -1.01793541 -0.0822479
  -0.429981    0.15087031  0.21279954  0.47734633]
 [ 0.25351972  0.33635044  0.24791319  0.15531191 -0.51241855  0.07868486
  -0.23673454  0.16276229  0.24561992  0.08537899]
 [-0.0725839   0.2394211   0.24143734  0.01778021 -0.06434097  0.13024383
  -0.11536037 -0.01510375 -0.031383    0.05184263]
 [-0.09838981  0.01230169  0.02452608  0.09401331 -0.0701852   0.11545983
   0.23236165  0.01995348 -0.2737904  -0.09183068]
 [-0.22338583 -0.03964145 -0.09469737 -0.34709281  0.18790703  0.11988552
   0.11194298  0.10304464 -0.20895292  0.03048457]
 [ 0.01027712 -0.41454154 -0.1277634  -0.16092538  0.36829847  0.02510601
   0.19500045  0.15236806 -0.16498094 -0.22159981]
 [ 0.08758924 -0.27743893 -0.16616921 -0.05287726 -0.03898429 -0.03616117
   0.15270374 -0.15819393  0.09219715 -0.19199737]
 [-0.11305614  0.02708956  0.26645493  0.00347855  0.1507754   0.07674733
   0.06621703 -0.29664214 -0.10500782 -0.05127491]
 [-0.33926028  0.00610698  0.018225   -0.0138971   0.13897763 -0.17910849
   0.01666311  0.23492938 -0.07440442  0.08471436]
 [ 0.1551157  -0.00199029 -0.22946735 -0.06389263  0.08936493 -0.30440153
   0.07442674 -0.16574492  0.01387481 -0.17096319]
 [ 0.22367847 -0.1967527   0.0691567  -0.00560573  0.05885994 -0.04290445
   0.03841078 -0.13530368  0.12643336 -0.1598511 ]
 [-0.10167362 -0.08126209  0.12265247  0.11341263  0.01832715 -0.11623494
   0.25116082 -0.07808929  0.18492678  0.00218349]
 [-0.03633254 -0.21435396  0.18452924 -0.30100762 -0.19899589  0.13113088
   0.11378128 -0.12278109 -0.00965863  0.18600363]]
[[ 0.63350123]
 [ 1.73663684]
 [ 0.24264244]
 [ 0.88987777]
 [-2.74301615]
 [-0.26073459]
 [-1.74120894]
 [ 0.08389502]
 [ 0.69792755]
 [ 0.88754822]]
Progress: 47.2% ... Training loss: 0.266 ... Validation loss: 0.453[[  1.65203224e-01   2.61132407e-01  -1.03818148e-01   1.07784176e-01
   -4.69713674e-01  -7.08484430e-02  -8.25750080e-02   1.20191590e-01
   -5.12273972e-02   2.04907230e-01]
 [  1.03783763e-02   1.30083886e-01  -2.04604429e-02   4.30534611e-02
    8.93182727e-02  -5.66387404e-03   3.32499226e-01   4.06350756e-02
    1.40004186e-01  -3.12109770e-02]
 [  1.98256034e-01   7.69001178e-01   1.11008508e-02  -5.61067413e-02
    7.91367590e-01  -2.12185099e-02  -9.31857748e-01  -4.15874499e-02
    5.43718042e-02   2.86785529e-01]
 [  6.49870494e-02  -4.10988206e-01  -1.88024749e-01   2.19672778e-01
   -2.74678111e-02   1.21311300e-01   2.27739235e-01   6.64717002e-02
    1.49136416e-01   3.21848246e-01]
 [ -2.28148279e-02   8.46153280e-02  -1.47201408e-01   4.85739854e-02
   -1.05208798e-01  -1.82888140e-01   8.77319431e-02  -1.16555169e-01
   -1.90244676e-01  -4.77097694e-02]
 [ -3.99522362e-01  -6.72073391e-01  -3.03596955e-01   1.44503254e-01
   -1.73802335e-01   4.31835431e-02   3.79672727e-01  -4.02865153e-02
   -3.58960558e-02  -3.91298209e-02]
 [ -4.84239447e-03  -2.57436277e-01   9.59071219e-03   9.18789281e-02
   -3.70953950e-02  -7.15954524e-02   1.85702481e-01  -1.91677804e-01
    1.99321412e-01   4.11620015e-02]
 [  1.06213252e-01  -2.90207133e-01   3.02497786e-02  -7.89887045e-02
   -2.25216699e-03  -4.70565326e-02   9.04946486e-02   1.17012884e-01
    7.68976798e-02  -2.50997233e-02]
 [ -1.76553618e-01  -1.86949783e-01  -3.02293632e-01  -1.95275262e-02
   -6.34778787e-02   6.78496875e-02  -9.33437266e-02  -2.95927438e-02
    2.68458154e-01  -1.32192217e-01]
 [  2.20195281e-02  -4.54286373e-01   7.19119180e-02  -2.91153928e-02
   -2.24817638e-01  -1.04947024e-01   2.38037598e-01  -1.11951743e-01
   -1.12588793e-02   5.49324927e-02]
 [ -8.24253596e-02  -1.34242560e-01   3.72270053e-03  -1.32456079e-01
   -9.49237401e-02   1.16438872e-02   2.39732259e-01  -1.02710554e-01
   -2.76812896e-03  -1.13117731e-01]
 [ -1.18680938e-01  -2.19680057e-01  -6.81448837e-02   1.89242031e-02
    3.05623898e-01   9.76388134e-02   1.68236903e-01  -1.56653566e-02
   -1.61325054e-01  -2.02079945e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.84898946e-01  -3.49275737e-01   9.42148801e-02   2.13012745e-01
   -1.51204055e-01  -6.36155248e-02   1.06324375e-01  -2.61343507e-01
   -2.76735345e-01  -9.29388989e-02]
 [  9.56991114e-02  -2.09950485e-01  -2.49384253e-02   1.09652610e-01
   -5.55848513e-02  -8.67175923e-02   2.62584598e-01   1.97105084e-03
    2.04982053e-02  -4.56055538e-03]
 [  3.65655059e-02  -1.19193923e-01  -2.10937431e-01   1.49248877e-01
   -8.13478434e-02   8.17137833e-02  -2.61538402e-02  -2.01569672e-02
   -8.82271258e-02  -4.12615712e-03]
 [ -1.17857613e-01  -8.63112769e-02  -2.00626817e-01   1.62691323e-01
   -8.59234397e-03   1.32283821e-01   9.30260418e-03  -2.50425672e-01
    7.60595521e-02  -1.90581427e-01]
 [ -5.99264140e-02  -4.63439230e-02   2.78931828e-01   1.12548323e-01
    8.21322558e-02  -6.48603659e-02  -1.24516791e-01   1.21417276e-01
    8.55316234e-02   5.17763581e-02]
 [  6.32108346e-02  -9.95883783e-03   8.91683812e-02   9.29905166e-02
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[[ 0.61630663]
 [ 1.71978301]
 [ 0.22680552]
 [ 0.87520505]
 [-2.75519571]
 [-0.27212021]
 [-1.74874851]
 [ 0.06954741]
 [ 0.68013497]
 [ 0.86994654]]
Progress: 47.2% ... Training loss: 0.271 ... Validation loss: 0.459[[  1.66547560e-01   2.64466478e-01  -1.03231864e-01   1.09944720e-01
   -4.76074986e-01  -7.14490066e-02  -8.61352075e-02   1.20348672e-01
   -4.96192306e-02   2.07137502e-01]
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 [  2.03152918e-01   7.80918752e-01   1.30297805e-02  -4.87221656e-02
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    6.00657165e-02   2.93905776e-01]
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   -1.61071808e-01  -2.01714670e-01]
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   -1.42241606e-02  -8.37354840e-02]
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    1.84308016e-01   1.21140925e-03]
 [ -3.69590121e-02  -2.16331816e-01   1.84260450e-01  -3.02029998e-01
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[[ 0.63333102]
 [ 1.73807091]
 [ 0.24078369]
 [ 0.88805147]
 [-2.74125636]
 [-0.25995432]
 [-1.7422511 ]
 [ 0.08316326]
 [ 0.6957744 ]
 [ 0.88545161]]
Progress: 47.3% ... Training loss: 0.266 ... Validation loss: 0.451[[  1.66648838e-01   2.64694451e-01  -1.03204259e-01   1.09980769e-01
   -4.75065436e-01  -7.15075120e-02  -8.59884674e-02   1.20364503e-01
   -4.95373367e-02   2.07219372e-01]
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    5.90976174e-02   2.92851802e-01]
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[[ 0.63377654]
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 [-2.74616525]
 [-0.26027455]
 [-1.74453202]
 [ 0.08201534]
 [ 0.69679487]
 [ 0.88479848]]
Progress: 47.4% ... Training loss: 0.265 ... Validation loss: 0.451[[  1.66357978e-01   2.64683484e-01  -1.03353988e-01   1.09536325e-01
   -4.76275102e-01  -7.12780380e-02  -8.56790256e-02   1.20316296e-01
   -4.98292164e-02   2.06840091e-01]
 [  9.92144947e-03   1.28915680e-01  -2.06257405e-02   4.24522762e-02
    9.06111810e-02  -5.48223458e-03   3.33838117e-01   4.05864815e-02
    1.39480291e-01  -3.19204289e-02]
 [  2.06021581e-01   7.85719242e-01   1.42229685e-02  -4.45999469e-02
    7.66582853e-01  -2.45896569e-02  -9.48218653e-01  -4.06355517e-02
    6.34512374e-02   2.98258316e-01]
 [  6.23303617e-02  -4.17999727e-01  -1.88995023e-01   2.16275583e-01
   -6.99367740e-03   1.22342658e-01   2.35360492e-01   6.61754987e-02
    1.46052915e-01   3.18455487e-01]
 [ -2.44394970e-02   7.93038976e-02  -1.47812557e-01   4.66202807e-02
   -1.02119803e-01  -1.82160934e-01   9.17690644e-02  -1.16712353e-01
   -1.91511488e-01  -4.88024819e-02]
 [ -4.01780167e-01  -6.75456804e-01  -3.04550654e-01   1.41192332e-01
   -1.71001683e-01   4.41755622e-02   3.82977265e-01  -4.05996432e-02
   -3.85193535e-02  -4.24465560e-02]
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   -6.95540423e-02   6.72564709e-02  -9.66209805e-02  -2.94174734e-02
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 [  2.38240446e-02  -4.48422777e-01   7.26010711e-02  -2.65380429e-02
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   -9.15981445e-03   5.77541197e-02]
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   -2.22520828e-03  -1.12339983e-01]
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   -1.61624731e-01  -2.02521874e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
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 [ -2.86276813e-01  -3.51560667e-01   9.36209971e-02   2.10924056e-01
   -1.49348697e-01  -6.29745297e-02   1.08943172e-01  -2.61536260e-01
   -2.78436797e-01  -9.49895841e-02]
 [  9.48572794e-02  -2.11153258e-01  -2.52400657e-02   1.08615203e-01
   -5.49850922e-02  -8.63886235e-02   2.63868595e-01   1.86936403e-03
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 [  3.71466790e-02  -1.17856996e-01  -2.10748043e-01   1.49942560e-01
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   -8.76295063e-02  -3.37692126e-03]
 [ -1.17190912e-01  -8.50630710e-02  -2.00371910e-01   1.63693237e-01
   -1.15037070e-02   1.31979917e-01   7.65631596e-03  -2.50367858e-01
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 [ -5.98905240e-02  -4.71094655e-02   2.78934062e-01   1.12627942e-01
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 [  6.41001103e-02  -8.17660902e-03   8.95034019e-02   9.42507210e-02
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   -2.12220622e-02  -5.18535474e-02]
 [  1.22401030e-02  -1.35947284e-01  -2.91913312e-01  -5.04279567e-02
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 [  5.13736354e-02  -4.28603700e-02  -1.14755283e-01   5.12417089e-02
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   -1.80620135e-01  -3.78726730e-01]
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 [  1.39335821e-02  -5.01728300e-01  -4.27354768e-02  -1.02198095e-01
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   -9.27557655e-02  -1.40348343e-01]
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 [  3.53452278e-01   3.48309556e-01  -8.09229271e-02   3.11632087e-01
   -8.92814581e-01  -2.87219523e-01  -4.91451714e-01   1.77200285e-01
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 [  4.85961676e-02   1.25886792e-01   2.53944555e-01   2.48806889e-01
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   -1.37872403e-01  -2.88411513e-01]
 [  1.71488020e-02  -9.14974302e-02  -1.21976395e-01  -6.41917720e-02
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   -4.53096200e-03  -1.76190912e-01   9.32922625e-02   9.08906256e-03
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 [  3.07535823e-02   9.45672324e-02   2.44288184e-01   7.50427197e-02
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   -1.85209671e-01   1.07502647e-01]
 [  7.67400604e-02   5.66682445e-02   1.08643523e-01   1.17666580e-02
   -2.49101508e-01   6.60362555e-02   3.83641285e-02  -2.70805911e-01
   -1.42385064e-02  -8.37554040e-02]
 [ -7.60480808e-03   1.15592332e-01   8.51846600e-02  -2.90540750e-02
   -6.76136489e-02   1.78746508e-01   7.54255040e-02   1.18188817e-01
   -1.99079548e-02   1.73632533e-01]
 [  2.27772163e-01   1.00432445e-01   3.05051249e-02   8.65439490e-02
   -5.42561271e-03  -2.63361964e-02  -2.05824614e-01   1.48802490e-01
   -4.99746097e-02  -1.42739002e-02]
 [  4.89544697e-02   3.37764253e-02   1.91150921e-02   4.88619826e-02
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 [  5.82972640e-02   4.99627225e-01   1.27686805e-01   4.37366468e-01
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 [  2.52290643e-01   3.33463467e-01   2.47450094e-01   1.53698554e-01
   -5.08923647e-01   7.92050944e-02  -2.33957073e-01   1.62611828e-01
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 [ -7.23106069e-02   2.40816380e-01   2.41524930e-01   1.81298274e-02
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   -3.10776291e-02   5.22807825e-02]
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   -2.74668765e-01  -9.29300380e-02]
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   -2.09321050e-01   3.00637942e-02]
 [  9.94292432e-03  -4.15296979e-01  -1.27884408e-01  -1.61392670e-01
    3.69622276e-01   2.52463979e-02   1.95798690e-01   1.52330299e-01
   -1.65336389e-01  -2.22060754e-01]
 [  8.99102211e-02  -2.71297467e-01  -1.65395570e-01  -4.97717476e-02
   -5.08318700e-02  -3.70323670e-02   1.46431050e-01  -1.57948380e-01
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 [ -1.12018618e-01   2.91147178e-02   2.66869200e-01   4.97651090e-03
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   -1.03853834e-01  -4.99614039e-02]
 [ -3.40134927e-01   4.56916098e-03   1.78652539e-02  -1.51491580e-02
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   -7.54635869e-02   8.35380607e-02]
 [  1.53961118e-01  -5.07597713e-03  -2.29828814e-01  -6.52270302e-02
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 [  2.23943716e-01  -1.96133520e-01   6.92348119e-02  -5.12087846e-03
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    1.26673779e-01  -1.59295227e-01]
 [ -1.02810296e-01  -8.34872426e-02   1.22247875e-01   1.12033519e-01
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    1.83826358e-01   4.96751781e-04]
 [ -3.88939626e-02  -2.20795569e-01   1.83490708e-01  -3.04850171e-01
   -1.92813092e-01   1.32244850e-01   1.20524086e-01  -1.23138623e-01
   -1.25834097e-02   1.82804605e-01]]
[[ 0.63058979]
 [ 1.74030056]
 [ 0.23526202]
 [ 0.88192368]
 [-2.74488535]
 [-0.26741342]
 [-1.7570123 ]
 [ 0.07623222]
 [ 0.69241483]
 [ 0.87956111]]
Progress: 47.4% ... Training loss: 0.264 ... Validation loss: 0.447[[  1.67777723e-01   2.68210025e-01  -1.02775785e-01   1.11380844e-01
   -4.80124664e-01  -7.18649951e-02  -8.84602826e-02   1.20510718e-01
   -4.81272484e-02   2.08732224e-01]
 [  9.92144947e-03   1.28915680e-01  -2.06257405e-02   4.24522762e-02
    9.06111810e-02  -5.48223458e-03   3.33838117e-01   4.05864815e-02
    1.39480291e-01  -3.19204289e-02]
 [  2.04674298e-01   7.82846095e-01   1.36985851e-02  -4.66265912e-02
    7.69811023e-01  -2.40289013e-02  -9.46532074e-01  -4.08093699e-02
    6.18280146e-02   2.96247933e-01]
 [  6.46198915e-02  -4.13170520e-01  -1.88215793e-01   2.19277722e-01
   -1.44989683e-02   1.21366013e-01   2.30259223e-01   6.64158853e-02
    1.48684026e-01   3.21550835e-01]
 [ -2.25573966e-02   8.33787015e-02  -1.47118013e-01   4.91616709e-02
   -1.05351987e-01  -1.82886537e-01   8.72510157e-02  -1.16490981e-01
   -1.89545764e-01  -4.63680063e-02]
 [ -4.00720151e-01  -6.74120820e-01  -3.04150583e-01   1.42604222e-01
   -1.74495247e-01   4.37193888e-02   3.81566880e-01  -4.04669458e-02
   -3.73270673e-02  -4.10088842e-02]
 [ -5.41979649e-03  -2.60456570e-01   9.37116092e-03   9.10181145e-02
   -3.50929886e-02  -7.12457947e-02   1.87819472e-01  -1.91744378e-01
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 [  1.08287952e-01  -2.84561339e-01   3.10705156e-02  -7.58281965e-02
   -1.33477487e-02  -4.79799701e-02   8.54027984e-02   1.17234682e-01
    7.94709371e-02  -2.20514718e-02]
 [ -1.75840573e-01  -1.84381268e-01  -3.01992057e-01  -1.85034413e-02
   -6.91634129e-02   6.75205354e-02  -9.49494981e-02  -2.94998451e-02
    2.69303022e-01  -1.31344349e-01]
 [  2.11726907e-02  -4.54155299e-01   7.16135042e-02  -3.04460103e-02
   -2.31901783e-01  -1.04493240e-01   2.39074607e-01  -1.12091745e-01
   -1.18651697e-02   5.41407625e-02]
 [ -8.13192886e-02  -1.32395573e-01   4.08801082e-03  -1.31040442e-01
   -9.91381144e-02   1.11762632e-02   2.37244852e-01  -1.02597179e-01
   -1.66511869e-03  -1.11807324e-01]
 [ -1.17927617e-01  -2.18511533e-01  -6.78626480e-02   2.02639309e-02
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   -1.60388203e-01  -2.01020022e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.86159069e-01  -3.51498831e-01   9.36679568e-02   2.11078420e-01
   -1.49594830e-01  -6.30307183e-02   1.08867002e-01  -2.61520591e-01
   -2.78295981e-01  -9.48256202e-02]
 [  9.57108820e-02  -2.09968908e-01  -2.49190360e-02   1.09744008e-01
   -5.76742423e-02  -8.67500845e-02   2.62634941e-01   1.97534175e-03
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 [  3.70459392e-02  -1.18194620e-01  -2.10779378e-01   1.49781624e-01
   -8.20626248e-02   8.15409001e-02  -2.75897494e-02  -2.00856590e-02
   -8.77469442e-02  -3.54249209e-03]
 [ -1.17929784e-01  -8.67438590e-02  -2.00650148e-01   1.62628486e-01
   -8.44697322e-03   1.32291785e-01   9.36196531e-03  -2.50454935e-01
    7.59754428e-02  -1.90573112e-01]
 [ -6.11943735e-02  -5.05513720e-02   2.78445466e-01   1.10744200e-01
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    8.41518972e-02   5.02344102e-02]
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 [  8.81906395e-02  -2.75178815e-01  -1.66035039e-01  -5.21569040e-02
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 [ -3.39626770e-01   5.94831045e-03   1.80536028e-02  -1.44532900e-02
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 [  2.23554072e-01  -1.97535760e-01   6.90706704e-02  -5.85346168e-03
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 [ -1.02910010e-01  -8.35777536e-02   1.22203285e-01   1.11833223e-01
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    1.83623876e-01   3.13997439e-04]
 [ -3.86614376e-02  -2.19447939e-01   1.83599392e-01  -3.04542325e-01
   -1.95712486e-01   1.32126379e-01   1.19735522e-01  -1.23104842e-01
   -1.21969621e-02   1.82984924e-01]]
[[ 0.62591837]
 [ 1.73674629]
 [ 0.23033886]
 [ 0.87965339]
 [-2.74964579]
 [-0.26957389]
 [-1.75813107]
 [ 0.07460471]
 [ 0.68675566]
 [ 0.87720536]]
Progress: 47.5% ... Training loss: 0.264 ... Validation loss: 0.449[[  1.68523576e-01   2.70808884e-01  -1.02457955e-01   1.12371462e-01
   -4.83644595e-01  -7.21864187e-02  -9.14742870e-02   1.20601076e-01
   -4.74583949e-02   2.09831245e-01]
 [  8.81763057e-03   1.26228231e-01  -2.10339130e-02   4.09615972e-02
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    1.38379044e-01  -3.33274655e-02]
 [  2.04475164e-01   7.83897601e-01   1.36567858e-02  -4.72123762e-02
    7.75177860e-01  -2.38573235e-02  -9.47241794e-01  -4.08344327e-02
    6.16119547e-02   2.96015747e-01]
 [  6.56388549e-02  -4.13746892e-01  -1.87804819e-01   2.21281425e-01
   -1.62511879e-02   1.20888954e-01   2.31225914e-01   6.65525644e-02
    1.50248003e-01   3.23234097e-01]
 [ -2.28887838e-02   8.29046924e-02  -1.47198802e-01   4.87646891e-02
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   -1.89786843e-01  -4.70796886e-02]
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   -3.83724728e-02  -4.22791834e-02]
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   -7.23109493e-02   6.72532135e-02  -9.65032368e-02  -2.94262137e-02
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 [  2.23876271e-02  -4.49887027e-01   7.21121100e-02  -2.89011644e-02
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   -1.92775791e-03  -1.12077285e-01]
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   -1.60320194e-01  -2.01004779e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
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 [ -2.86131611e-01  -3.51556720e-01   9.36813727e-02   2.11128990e-01
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   -2.78276114e-01  -9.47591834e-02]
 [  9.51614810e-02  -2.11183431e-01  -2.51169251e-02   1.09019576e-01
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 [  3.70280193e-02  -1.17917498e-01  -2.10745963e-01   1.49766020e-01
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   -8.77153636e-02  -3.58157040e-03]
 [ -1.17585144e-01  -8.63987707e-02  -2.00555868e-01   1.63069981e-01
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 [  6.37748118e-02  -8.29478597e-03   8.94050224e-02   9.36858314e-02
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   -2.16849076e-02  -5.22583575e-02]
 [  1.29645335e-02  -1.33665872e-01  -2.91616024e-01  -4.93987262e-02
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 [  5.14925842e-02  -4.27978917e-02  -1.14740193e-01   5.12211595e-02
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   -1.80834282e-01  -3.78974304e-01]
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 [  1.39229323e-02  -5.02214529e-01  -4.27490399e-02  -1.02216764e-01
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   -3.60784182e-01  -2.15851238e-01]
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   -6.88547868e-02   8.56516880e-02]
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   -9.25823169e-02  -1.40122305e-01]
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   -2.61695299e-01  -3.17626259e-02]
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   -1.85187679e-02  -1.29659945e-01]
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 [  3.52499382e-01   3.47411847e-01  -8.12505989e-02   3.10277849e-01
   -8.90532669e-01  -2.86801539e-01  -4.89347086e-01   1.77087712e-01
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 [  4.90661531e-02   1.26952893e-01   2.54128700e-01   2.49434837e-01
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 [  1.75738598e-02  -9.09066481e-02  -1.21846396e-01  -6.36441268e-02
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 [  3.04134132e-02   9.42001991e-02   2.44150125e-01   7.45057235e-02
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   -1.85653140e-01   1.07005820e-01]
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   -2.51805241e-01   6.57639358e-02   3.68188418e-02  -2.70731147e-01
   -1.35874350e-02  -8.29594207e-02]
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   -7.17533568e-02   1.78328310e-01   7.31345201e-02   1.18307158e-01
   -1.88272688e-02   1.74882977e-01]
 [  2.27728752e-01   1.00262995e-01   3.04764062e-02   8.64121722e-02
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   -5.00652841e-02  -1.44385980e-02]
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   -5.11388847e-01   7.89974521e-02  -2.35446252e-01   1.62667721e-01
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 [  8.91548551e-02  -2.73048797e-01  -1.65671314e-01  -5.07885160e-02
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 [ -1.11976093e-01   2.83438987e-02   2.66914276e-01   5.11602487e-03
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   -1.03633201e-01  -4.97951052e-02]
 [ -3.39776993e-01   5.40108222e-03   1.80061881e-02  -1.46749025e-02
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   -7.50627296e-02   8.40315831e-02]
 [  1.53960562e-01  -5.96307913e-03  -2.29812272e-01  -6.51657470e-02
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 [  2.23922910e-01  -1.96993175e-01   6.92082652e-02  -5.38888383e-03
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 [ -1.02695460e-01  -8.27025411e-02   1.22283132e-01   1.12089581e-01
    2.03142854e-02  -1.15820900e-01   2.52449680e-01  -7.82234954e-02
    1.83804703e-01   6.56366928e-04]
 [ -3.88371255e-02  -2.19204861e-01   1.83526496e-01  -3.04956922e-01
   -1.96179616e-01   1.32259501e-01   1.19480019e-01  -1.23136269e-01
   -1.23622737e-02   1.82907569e-01]]
[[ 0.62953553]
 [ 1.73863418]
 [ 0.2328823 ]
 [ 0.88278523]
 [-2.74784998]
 [-0.26672384]
 [-1.75493813]
 [ 0.07662137]
 [ 0.69047082]
 [ 0.88089526]]
Progress: 47.5% ... Training loss: 0.264 ... Validation loss: 0.449[[  1.69113308e-01   2.73522603e-01  -1.02211207e-01   1.13378825e-01
   -4.87366046e-01  -7.24606870e-02  -9.30619388e-02   1.20681852e-01
   -4.67210003e-02   2.10537796e-01]
 [  9.20516371e-03   1.27092054e-01  -2.08927298e-02   4.15109536e-02
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    1.38766853e-01  -3.28085008e-02]
 [  2.09186800e-01   7.93283827e-01   1.53486427e-02  -4.04542206e-02
    7.60427097e-01  -2.59208791e-02  -9.56398894e-01  -4.02462764e-02
    6.68315646e-02   3.02372817e-01]
 [  6.27230401e-02  -4.19575884e-01  -1.88827999e-01   2.17198548e-01
   -6.90809075e-03   1.22209931e-01   2.37509648e-01   6.61785267e-02
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 [ -2.50795378e-02   7.83716479e-02  -1.47967745e-01   4.57067600e-02
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   -1.92181740e-01  -5.02576836e-02]
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   -3.98247857e-02  -4.41123935e-02]
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   -6.96303428e-02   6.77098884e-02  -9.34763919e-02  -2.95623592e-02
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   -9.85323118e-03   5.66224375e-02]
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   -2.73131886e-03  -1.13171727e-01]
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   -1.61373945e-01  -2.02316325e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.86399308e-01  -3.51991945e-01   9.35707741e-02   2.10705498e-01
   -1.49546179e-01  -6.29269179e-02   1.09366716e-01  -2.61551303e-01
   -2.78572981e-01  -9.51346329e-02]
 [  9.46673918e-02  -2.11876774e-01  -2.52872443e-02   1.08345293e-01
   -5.49476764e-02  -8.63473060e-02   2.64526532e-01   1.85214878e-03
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 [  3.69932045e-02  -1.18146984e-01  -2.10750656e-01   1.49735179e-01
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   -8.77414374e-02  -3.61113151e-03]
 [ -1.18192816e-01  -8.76346811e-02  -2.00765610e-01   1.62247950e-01
   -7.07299233e-03   1.32385320e-01   1.00977344e-02  -2.50485034e-01
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 [ -6.05992851e-02  -4.91898839e-02   2.78656326e-01   1.11607818e-01
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 [  6.33194726e-02  -9.53397087e-03   8.92410951e-02   9.30513736e-02
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   -2.21863148e-02  -5.28146722e-02]
 [  1.45567194e-02  -1.29514058e-01  -2.90988160e-01  -4.69977479e-02
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 [  5.19705687e-02  -4.16815365e-02  -1.14553192e-01   5.19312234e-02
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   -1.54040283e-01  -5.36572320e-02]
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   -1.80392992e-01  -3.78392148e-01]
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 [  1.37180359e-02  -5.02522505e-01  -4.28233845e-02  -1.02498478e-01
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   -3.61008789e-01  -2.16125118e-01]
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   -9.27369071e-02  -1.40288948e-01]
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   -2.61794645e-01  -3.18731251e-02]
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   -1.90962396e-02  -1.30334872e-01]
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 [  3.51980719e-01   3.47281632e-01  -8.14091627e-02   3.09600744e-01
   -8.90504127e-01  -2.86574561e-01  -4.88478856e-01   1.77018475e-01
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 [  4.93047593e-02   1.27446970e-01   2.54221302e-01   2.49777027e-01
   -6.03724473e-02  -1.97290723e-01  -1.79276926e-01  -1.32922850e-01
   -1.37062361e-01  -2.87472191e-01]
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   -2.32006956e-03  -1.75977179e-01   9.47198999e-02   9.02193158e-03
    2.89612257e-02  -5.85709439e-03]
 [  3.05357690e-02   9.47367229e-02   2.44183922e-01   7.46990627e-02
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   -1.85490294e-01   1.07091897e-01]
 [  7.71552208e-02   5.80839343e-02   1.08823154e-01   1.23006167e-02
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   -1.37540629e-02  -8.31746620e-02]
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   -5.06755700e-02  -1.51505266e-02]
 [  4.84438457e-02   3.28644936e-02   1.89415637e-02   4.81740096e-02
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   -1.66663726e-01  -2.23714621e-01]
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   -4.72621054e-02  -3.62131461e-02   1.51310809e-01  -1.58201497e-01
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   -1.05690156e-02   1.84948048e-01]]
[[ 0.62883773]
 [ 1.74322262]
 [ 0.23363737]
 [ 0.87620004]
 [-2.7458012 ]
 [-0.2680666 ]
 [-1.76585559]
 [ 0.07522751]
 [ 0.6869167 ]
 [ 0.8807973 ]]
Progress: 47.5% ... Training loss: 0.264 ... Validation loss: 0.445[[  1.67731629e-01   2.70022303e-01  -1.02672478e-01   1.11523980e-01
   -4.81182879e-01  -7.19469561e-02  -8.95871807e-02   1.20523280e-01
   -4.81299574e-02   2.08800367e-01]
 [  9.38414537e-03   1.27076212e-01  -2.08077123e-02   4.18133259e-02
    9.19073256e-02  -5.25013285e-03   3.35276671e-01   4.05277610e-02
    1.39002965e-01  -3.24777980e-02]
 [  2.08656983e-01   7.94085960e-01   1.50657085e-02  -4.12544405e-02
    7.60728499e-01  -2.57007313e-02  -9.57214040e-01  -4.03373973e-02
    6.64391071e-02   3.01679126e-01]
 [  6.45936324e-02  -4.16010321e-01  -1.88126824e-01   2.20106110e-01
   -1.45901176e-02   1.21454542e-01   2.33473478e-01   6.64184162e-02
    1.49820179e-01   3.22323166e-01]
 [ -2.42224919e-02   8.07264603e-02  -1.47614548e-01   4.67728339e-02
   -1.03195091e-01  -1.82492392e-01   8.93728132e-02  -1.16654558e-01
   -1.91725238e-01  -4.92058521e-02]
 [ -4.02595047e-01  -6.78103427e-01  -3.04758163e-01   1.40171045e-01
   -1.72117670e-01   4.44348936e-02   3.85556762e-01  -4.06866182e-02
   -3.93332029e-02  -4.35276745e-02]
 [ -3.17484010e-03  -2.54091073e-01   1.01809845e-02   9.40052973e-02
   -4.26439431e-02  -7.23022564e-02   1.81807206e-01  -1.91466845e-01
    2.01120510e-01   4.38396571e-02]
 [  1.10107605e-01  -2.80138351e-01   3.17651916e-02  -7.30980603e-02
   -2.20062716e-02  -4.87952508e-02   8.07456337e-02   1.17454193e-01
    8.17307359e-02  -1.93896527e-02]
 [ -1.78736256e-01  -1.92440560e-01  -3.02994661e-01  -2.24115571e-02
   -6.21226772e-02   6.86524333e-02  -8.66560382e-02  -2.98456837e-02
    2.66821847e-01  -1.35109548e-01]
 [  2.20884076e-02  -4.49596992e-01   7.20332148e-02  -2.91596957e-02
   -2.43561021e-01  -1.05082499e-01   2.35375788e-01  -1.11978483e-01
   -1.06602450e-02   5.53906398e-02]
 [ -8.19523352e-02  -1.35130386e-01   3.87317309e-03  -1.31789947e-01
   -9.67255278e-02   1.13806154e-02   2.39334056e-01  -1.02670699e-01
   -1.78049416e-03  -1.12346165e-01]
 [ -1.18916257e-01  -2.21588439e-01  -6.81732048e-02   1.91031478e-02
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   -1.61352623e-01  -2.02237115e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.85756868e-01  -3.51280855e-01   9.38650173e-02   2.11741869e-01
   -1.51342900e-01  -6.32556103e-02   1.08583086e-01  -2.61462713e-01
   -2.77794939e-01  -9.41258464e-02]
 [  9.41677518e-02  -2.12770447e-01  -2.54755707e-02   1.07685166e-01
   -5.38179492e-02  -8.61271783e-02   2.65510660e-01   1.79029843e-03
    1.89452572e-02  -6.65459354e-03]
 [  3.78891561e-02  -1.16407608e-01  -2.10433559e-01   1.50837332e-01
   -8.57678873e-02   8.11443036e-02  -2.93587621e-02  -1.99744450e-02
   -8.68585262e-02  -2.46998613e-03]
 [ -1.17961338e-01  -8.68270018e-02  -2.00689570e-01   1.62537364e-01
   -7.72533570e-03   1.32295615e-01   9.16636415e-03  -2.50463338e-01
    7.58605723e-02  -1.90521789e-01]
 [ -6.00294238e-02  -4.74534551e-02   2.78846645e-01   1.12401341e-01
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    8.55304120e-02   5.18064704e-02]
 [  6.25149898e-02  -1.15981053e-02   8.89277393e-02   9.18855428e-02
    1.50994624e-02  -1.76874389e-02   1.96651507e-01   1.20310826e-01
   -2.30653715e-02  -5.39284837e-02]
 [  1.47057743e-02  -1.29300888e-01  -2.90908714e-01  -4.67038211e-02
    7.70015352e-02  -9.47021509e-02   1.10914982e-01   1.63115595e-01
    1.12398449e-01  -2.56275707e-02]
 [  5.28294450e-02  -3.93530865e-02  -1.14237110e-01   5.31479750e-02
   -1.41736095e-01   3.18567484e-01   2.70932341e-01   2.04830672e-01
   -1.53092678e-01  -5.25534547e-02]
 [  1.71228209e-03  -1.81857542e-02   1.22490320e-01   1.07228766e-01
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    2.18037520e-01   8.44924067e-02]
 [  1.13199845e-01   7.32848184e-02  -4.33292881e-02  -9.39214150e-02
   -1.18318746e-01  -3.31534623e-01   1.25090646e-01   8.65577580e-03
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 [ -1.02232079e-01  -5.63968804e-02  -1.54563234e-02   2.45025649e-02
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 [ -1.65491390e-01  -1.34673715e-01  -2.05300672e-01  -2.81006587e-02
   -2.95011237e-01   2.80408042e-03   6.77795583e-02  -2.60095953e-02
   -1.56247679e-02   3.31128294e-02]
 [ -2.98256611e-02  -1.37738632e-01  -7.47302059e-02  -1.24513768e-01
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   -1.80221689e-01  -3.78188035e-01]
 [ -1.67095798e-02  -4.49803815e-01  -3.08696831e-02  -7.19974572e-02
    6.52743009e-01   1.00025381e-01   5.74063352e-01   9.14355493e-02
    3.08082726e-02  -3.87230703e-01]
 [  1.36159790e-02  -5.03244037e-01  -4.28545725e-02  -1.02616685e-01
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   -3.61099000e-01  -2.16213561e-01]
 [ -1.74058601e-01  -6.42778174e-01  -1.04267658e-02  -2.04392102e-01
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   -6.86889990e-02   8.57937755e-02]
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   -9.28931676e-02  -1.40424073e-01]
 [ -2.13206946e-01  -3.54557529e-01   2.49514335e-01  -2.48785879e-01
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   -2.62205729e-01  -3.23577383e-02]
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   -1.93985475e-02  -1.30728794e-01]
 [  1.00124538e-01   2.48776919e-01   1.59199314e-01  -1.07651770e-01
   -6.99152495e-02   5.50631292e-02  -1.45991950e-01   2.81184493e-01
    6.27086164e-02   1.67770727e-01]
 [  3.50899040e-01   3.44443906e-01  -8.18092946e-02   3.07939841e-01
   -8.87237855e-01  -2.86163535e-01  -4.85505779e-01   1.76888417e-01
    3.88733349e-01  -2.47108840e-02]
 [  4.97915337e-02   1.28497945e-01   2.54409529e-01   2.50430063e-01
   -6.20294416e-02  -1.97490732e-01  -1.80447437e-01  -1.32863685e-01
   -1.36531627e-01  -2.86782241e-01]
 [  1.78875238e-02  -9.00525109e-02  -1.21730247e-01  -6.31896070e-02
    2.32641631e-01   4.19337380e-02   3.89308904e-03  -1.85733576e-01
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 [ -3.97511023e-03  -6.35388720e-02  -6.95658799e-02  -6.07632445e-02
   -3.63704727e-03  -1.76136329e-01   9.37625282e-02   9.06399220e-03
    2.93126268e-02  -5.37403377e-03]
 [  3.00092976e-02   9.39357803e-02   2.43965994e-01   7.39400545e-02
   -2.31823911e-01  -1.36860583e-01   8.94663451e-02   3.92774493e-02
   -1.86095491e-01   1.06230253e-01]
 [  7.72210043e-02   5.80228108e-02   1.08855632e-01   1.24417673e-02
   -2.51498061e-01   6.57695420e-02   3.70174638e-02  -2.70732565e-01
   -1.36740642e-02  -8.30420874e-02]
 [ -6.00268416e-03   1.20400707e-01   8.57633852e-02  -2.69240743e-02
   -7.43153349e-02   1.78052315e-01   7.10510083e-02   1.18378398e-01
   -1.81407649e-02   1.75686623e-01]
 [  2.27288639e-01   9.90723587e-02   3.02860729e-02   8.56796921e-02
   -3.38871225e-03  -2.60909132e-02  -2.05044066e-01   1.48728822e-01
   -5.06192876e-02  -1.50784359e-02]
 [  4.80546251e-02   3.19577140e-02   1.88016585e-02   4.76694212e-02
   -4.49418169e-01  -1.25216053e-01  -2.32514021e-01   4.14235032e-02
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 [  5.66643878e-02   4.95624883e-01   1.27124608e-01   4.35293666e-01
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 [  1.76091750e-01   4.91207286e-01   6.67229044e-02   4.29012326e-01
   -1.01991692e+00  -8.21514813e-02  -4.28874122e-01   1.50820020e-01
    2.12515922e-01   4.76948454e-01]
 [  2.53074733e-01   3.35739742e-01   2.47733446e-01   1.54804556e-01
   -5.12971416e-01   7.88723831e-02  -2.36019946e-01   1.62698445e-01
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 [ -7.23173652e-02   2.40810214e-01   2.41555216e-01   1.81935723e-02
   -6.70458287e-02   1.30141299e-01  -1.16864752e-01  -1.50779615e-02
   -3.10567917e-02   5.22590047e-02]
 [ -9.83865937e-02   1.33185157e-02   2.45335028e-02   9.40866789e-02
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   -2.73756060e-01  -9.17717799e-02]
 [ -2.23300470e-01  -3.98326501e-02  -9.46924218e-02  -3.47007257e-01
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   -2.08903551e-01   3.06503735e-02]
 [  8.89492538e-03  -4.18044731e-01  -1.28272963e-01  -1.62891372e-01
    3.73418150e-01   2.56889101e-02   1.98473094e-01   1.52201089e-01
   -1.66531490e-01  -2.23537422e-01]
 [  8.74661340e-02  -2.75901541e-01  -1.66228475e-01  -5.30798553e-02
   -4.64549941e-02  -3.60640318e-02   1.52456620e-01  -1.58250554e-01
    9.26004505e-02  -1.92190855e-01]
 [ -1.11517219e-01   2.89585297e-02   2.67078593e-01   5.72190607e-03
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   -1.03143903e-01  -4.91441810e-02]
 [ -3.39918595e-01   5.23106402e-03   1.79733031e-02  -1.47255012e-02
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   -7.51649337e-02   8.38358392e-02]
 [  1.53251507e-01  -7.99195534e-03  -2.30072951e-01  -6.61026218e-02
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    1.20290292e-02  -1.73322616e-01]
 [  2.24025901e-01  -1.96896308e-01   6.92777697e-02  -5.13553345e-03
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    1.26744555e-01  -1.59253185e-01]
 [ -1.03934944e-01  -8.56868867e-02   1.21835852e-01   1.10426803e-01
    2.54486264e-02  -1.15356021e-01   2.55314735e-01  -7.83668096e-02
    1.82711247e-01  -8.52682441e-04]
 [ -3.71867150e-02  -2.15037723e-01   1.84130528e-01  -3.02610421e-01
   -2.04443823e-01   1.31492034e-01   1.15578597e-01  -1.22928427e-01
   -1.02212576e-02   1.85103827e-01]]
[[ 0.62731118]
 [ 1.74069047]
 [ 0.23239794]
 [ 0.87568617]
 [-2.74461702]
 [-0.26683928]
 [-1.76454278]
 [ 0.07344769]
 [ 0.6836989 ]
 [ 0.87944336]]
Progress: 47.6% ... Training loss: 0.264 ... Validation loss: 0.448[[  1.67617639e-01   2.70287099e-01  -1.02690204e-01   1.11378555e-01
   -4.80452318e-01  -7.19047150e-02  -8.92512598e-02   1.20522691e-01
   -4.82503327e-02   2.08871569e-01]
 [  9.59861287e-03   1.27510578e-01  -2.07242227e-02   4.21260399e-02
    9.13387395e-02  -5.34264199e-03   3.34772433e-01   4.05534313e-02
    1.39216371e-01  -3.21609787e-02]
 [  2.07444481e-01   7.91835442e-01   1.46018975e-02  -4.29377839e-02
    7.66812774e-01  -2.51857554e-02  -9.56159730e-01  -4.04808799e-02
    6.49300839e-02   3.00105484e-01]
 [  6.54860357e-02  -4.14235111e-01  -1.87728265e-01   2.21405652e-01
   -1.79510891e-02   1.21044555e-01   2.31879054e-01   6.65223226e-02
    1.50746762e-01   3.23494794e-01]
 [ -2.53063458e-02   7.81144343e-02  -1.48040356e-01   4.51602154e-02
   -9.93952192e-02  -1.82018235e-01   9.19987620e-02  -1.16794059e-01
   -1.92742618e-01  -5.08003012e-02]
 [ -4.02921169e-01  -6.78873893e-01  -3.04901563e-01   1.39661078e-01
   -1.71839057e-01   4.46063511e-02   3.86520890e-01  -4.07344735e-02
   -3.97653880e-02  -4.40746512e-02]
 [ -2.72830313e-03  -2.52980054e-01   1.03522016e-02   9.46893901e-02
   -4.44378756e-02  -7.25025192e-02   1.80843113e-01  -1.91399565e-01
    2.01594937e-01   4.45835421e-02]
 [  1.09273277e-01  -2.81940554e-01   3.14619407e-02  -7.42760886e-02
   -1.87178671e-02  -4.84456107e-02   8.17826197e-02   1.17347754e-01
    8.07195230e-02  -2.04696364e-02]
 [ -1.77983060e-01  -1.90274966e-01  -3.02709968e-01  -2.13356749e-02
   -6.60105319e-02   6.83306043e-02  -8.85602659e-02  -2.97595822e-02
    2.67695913e-01  -1.34070378e-01]
 [  2.18339274e-02  -4.49855579e-01   7.19289339e-02  -2.94864152e-02
   -2.43874966e-01  -1.04969795e-01   2.35259629e-01  -1.12008848e-01
   -1.09792173e-02   5.52196363e-02]
 [ -8.20452904e-02  -1.34958553e-01   3.84859466e-03  -1.31902318e-01
   -9.66816808e-02   1.14141551e-02   2.39436512e-01  -1.02679108e-01
   -1.91229914e-03  -1.12503370e-01]
 [ -1.18529539e-01  -2.20797742e-01  -6.80350863e-02   1.96142175e-02
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   -1.60996751e-01  -2.01752812e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.86114769e-01  -3.51788005e-01   9.37217962e-02   2.11217291e-01
   -1.50909393e-01  -6.30917684e-02   1.09205117e-01  -2.61507786e-01
   -2.78205105e-01  -9.46557466e-02]
 [  9.42956147e-02  -2.12683788e-01  -2.54218520e-02   1.07857998e-01
   -5.40348665e-02  -8.61855441e-02   2.65424923e-01   1.80579812e-03
    1.90872274e-02  -6.47319790e-03]
 [  3.78405931e-02  -1.16635581e-01  -2.10461068e-01   1.50766259e-01
   -8.59388677e-02   8.11659086e-02  -2.92709764e-02  -1.99806772e-02
   -8.69204161e-02  -2.53915392e-03]
 [ -1.18215751e-01  -8.77011899e-02  -2.00775815e-01   1.62176185e-01
   -6.42066033e-03   1.32404751e-01   1.00380422e-02  -2.50490070e-01
    7.56160129e-02  -1.90809490e-01]
 [ -5.92132544e-02  -4.54618908e-02   2.79144271e-01   1.13629328e-01
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    1.83088296e-01  -2.67601831e-04]
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[[ 0.62756275]
 [ 1.73916471]
 [ 0.23179709]
 [ 0.87635197]
 [-2.74492143]
 [-0.26689176]
 [-1.76329819]
 [ 0.07367187]
 [ 0.68498197]
 [ 0.87873849]]
Progress: 47.6% ... Training loss: 0.264 ... Validation loss: 0.449[[  1.66632167e-01   2.67729536e-01  -1.03114609e-01   1.09717960e-01
   -4.74998455e-01  -7.14341267e-02  -8.71659391e-02   1.20394265e-01
   -4.93386707e-02   2.07478302e-01]
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 [  2.05304397e-01   7.87582070e-01   1.37079472e-02  -4.64443149e-02
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    6.22950738e-02   2.96896222e-01]
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   -1.60679535e-01  -2.01345643e-01]
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 [  3.03889857e-02   9.43599056e-02   2.44068690e-01   7.43765643e-02
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   -1.85699419e-01   1.06709670e-01]
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   -2.49418175e-01   6.59829790e-02   3.74024941e-02  -2.70794682e-01
   -1.43005502e-02  -8.38437301e-02]
 [ -6.06813139e-03   1.20140430e-01   8.57539510e-02  -2.70623990e-02
   -7.44094305e-02   1.78063460e-01   7.14995423e-02   1.18374190e-01
   -1.81693765e-02   1.75520758e-01]
 [  2.27652556e-01   9.97095938e-02   3.03877602e-02   8.60397625e-02
   -4.66296830e-03  -2.62393117e-02  -2.06089645e-01   1.48757087e-01
   -5.02962849e-02  -1.46519291e-02]
 [  4.79455244e-02   3.18120540e-02   1.87595541e-02   4.75433629e-02
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 [  2.53177525e-01   3.36301489e-01   2.47796047e-01   1.55037968e-01
   -5.14407975e-01   7.88107737e-02  -2.36591075e-01   1.62718595e-01
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   -3.15526095e-02   5.17000037e-02]
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 [  8.99018685e-03  -4.17837607e-01  -1.28229205e-01  -1.62743443e-01
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   -1.66428020e-01  -2.23410159e-01]
 [  8.89829945e-02  -2.72187480e-01  -1.65724969e-01  -5.10518909e-02
   -5.35139196e-02  -3.66585393e-02   1.48787848e-01  -1.58091317e-01
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 [ -1.11727772e-01   2.77582770e-02   2.67009107e-01   5.42144716e-03
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   -1.03454371e-01  -4.93811711e-02]
 [ -3.40769942e-01   3.13392244e-03   1.76599070e-02  -1.59076713e-02
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   -7.61020783e-02   8.26124351e-02]
 [  1.53235829e-01  -7.66927853e-03  -2.30049072e-01  -6.61319832e-02
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    1.18719559e-02  -1.73402247e-01]
 [  2.23081071e-01  -1.99524578e-01   6.88975451e-02  -6.48862146e-03
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    1.25652261e-01  -1.60549743e-01]
 [ -1.04033051e-01  -8.63636255e-02   1.21799118e-01   1.10231387e-01
    2.62716267e-02  -1.15338625e-01   2.55531870e-01  -7.83817259e-02
    1.82500104e-01  -9.43625131e-04]
 [ -3.74856788e-02  -2.15526580e-01   1.84027524e-01  -3.03026268e-01
   -2.03722630e-01   1.31622930e-01   1.16188320e-01  -1.22970812e-01
   -1.04674406e-02   1.84859101e-01]]
[[ 0.62311085]
 [ 1.7330527 ]
 [ 0.22732196]
 [ 0.87376252]
 [-2.75113945]
 [-0.26903973]
 [-1.76367123]
 [ 0.06973407]
 [ 0.68058346]
 [ 0.8740527 ]]
Progress: 47.7% ... Training loss: 0.265 ... Validation loss: 0.453[[  1.65325405e-01   2.65300973e-01  -1.03633508e-01   1.07737833e-01
   -4.67568832e-01  -7.09064090e-02  -8.52977506e-02   1.20260475e-01
   -5.08313296e-02   2.05752281e-01]
 [  9.43800788e-03   1.27104060e-01  -2.07652989e-02   4.19235987e-02
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    1.39035076e-01  -3.23642272e-02]
 [  2.03415325e-01   7.83375572e-01   1.29915547e-02  -4.92838896e-02
    7.84706761e-01  -2.34310959e-02  -9.47925169e-01  -4.09822027e-02
    6.02304087e-02   2.94217011e-01]
 [  6.95715888e-02  -4.08136870e-01  -1.86242510e-01   2.27367903e-01
   -3.41493914e-02   1.19460762e-01   2.24267445e-01   6.69762699e-02
    1.55048205e-01   3.29306058e-01]
 [ -2.86256814e-02   7.04788520e-02  -1.49263570e-01   4.04818829e-02
   -8.76739743e-02  -1.80509010e-01   1.00845225e-01  -1.17144451e-01
   -1.95945638e-01  -5.53948381e-02]
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   -3.93293530e-02  -4.34623824e-02]
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   -1.03779371e-02  -4.75213836e-02   8.67131665e-02   1.17098028e-01
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   -7.00924478e-02   6.79146001e-02  -9.01840980e-02  -2.96461251e-02
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   -1.17137038e-02   5.45643228e-02]
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   -1.99440497e-03  -1.12343206e-01]
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   -1.60753738e-01  -2.01397604e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.86422991e-01  -3.52230009e-01   9.36110568e-02   2.10825296e-01
   -1.51142250e-01  -6.29705383e-02   1.09755859e-01  -2.61538128e-01
   -2.78519439e-01  -9.50665760e-02]
 [  9.38231969e-02  -2.13303673e-01  -2.55720518e-02   1.07270527e-01
   -5.24980845e-02  -8.59829983e-02   2.66220826e-01   1.75473396e-03
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 [  3.93292262e-02  -1.14422271e-01  -2.09944542e-01   1.52714520e-01
   -8.98379601e-02   8.05099767e-02  -3.24392540e-02  -1.98003013e-02
   -8.52913992e-02  -3.95775233e-04]
 [ -1.17330914e-01  -8.57662523e-02  -2.00463297e-01   1.63374969e-01
   -9.07116142e-03   1.32010842e-01   7.64415691e-03  -2.50385493e-01
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 [ -5.99629793e-02  -4.70779844e-02   2.78869287e-01   1.12573837e-01
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 [  6.20602943e-02  -1.25104951e-02   8.87511602e-02   9.11560216e-02
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   -2.37493976e-02  -5.45188295e-02]
 [  1.29798812e-02  -1.33296525e-01  -2.91601745e-01  -4.93800338e-02
    8.37982609e-02  -9.39217932e-02   1.14115677e-01   1.62900804e-01
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 [  5.27650283e-02  -3.99141600e-02  -1.14270493e-01   5.30160060e-02
   -1.41277565e-01   3.18604029e-01   2.71285055e-01   2.04816522e-01
   -1.53185647e-01  -5.26734807e-02]
 [  1.91355397e-03  -1.74014267e-02   1.22583000e-01   1.07547611e-01
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 [  1.13707434e-01   7.45169177e-02  -4.31584855e-02  -9.32287401e-02
   -1.20154603e-01  -3.31739020e-01   1.23685489e-01   8.71182926e-03
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   -4.40535601e-02  -2.05630942e-01  -5.58654155e-02  -2.00193507e-02
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   -1.61243826e-02   3.24914956e-02]
 [ -3.07162356e-02  -1.40522129e-01  -7.50497952e-02  -1.25747963e-01
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   -1.81178104e-01  -3.79345383e-01]
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    3.12989855e-02  -3.86634773e-01]
 [  1.36455652e-02  -5.03453186e-01  -4.28431004e-02  -1.02504573e-01
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   -3.61054215e-01  -2.16127730e-01]
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   -6.89142772e-02   8.54953090e-02]
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   -9.25406838e-02  -1.39947588e-01]
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   -2.62647528e-01  -3.28608218e-02]
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   -1.96120195e-02  -1.31032481e-01]
 [  1.00601618e-01   2.49450257e-01   1.59387629e-01  -1.06971210e-01
   -7.15264576e-02   5.48575065e-02  -1.46829721e-01   2.81239810e-01
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 [  3.52451102e-01   3.48705686e-01  -8.12578980e-02   3.10014267e-01
   -8.92116150e-01  -2.86834673e-01  -4.90179237e-01   1.77067259e-01
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 [  5.01701583e-02   1.29176719e-01   2.54556693e-01   2.50948432e-01
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   -1.36106436e-01  -2.86285211e-01]
 [  1.79832293e-02  -9.01270228e-02  -1.21710059e-01  -6.31008895e-02
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 [  2.96552341e-02   9.29113311e-02   2.43805233e-01   7.33590445e-02
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   -1.86509155e-01   1.05718266e-01]
 [  7.62660307e-02   5.63115736e-02   1.08484618e-01   1.10462865e-02
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   -1.47933780e-02  -8.44483792e-02]
 [ -5.84448624e-03   1.20508811e-01   8.58009799e-02  -2.68017970e-02
   -7.54277963e-02   1.77962667e-01   7.10514268e-02   1.18398957e-01
   -1.79160180e-02   1.75766570e-01]
 [  2.27729742e-01   1.00001948e-01   3.04039993e-02   8.60836274e-02
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   -5.02315631e-02  -1.46124812e-02]
 [  4.76907724e-02   3.14174893e-02   1.86637196e-02   4.71746247e-02
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 [  5.60766033e-02   4.93875567e-01   1.26878664e-01   4.34376968e-01
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   -5.14483706e-01   7.88830026e-02  -2.36328237e-01   1.62699745e-01
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 [ -7.27733656e-02   2.39784592e-01   2.41390742e-01   1.75439841e-02
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   -1.66365365e-01  -2.23318432e-01]
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    1.82596129e-01  -7.26901503e-04]
 [ -3.70571118e-02  -2.14113565e-01   1.84163885e-01  -3.02400412e-01
   -2.06709910e-01   1.31434529e-01   1.14870074e-01  -1.22920694e-01
   -9.99386574e-03   1.85446641e-01]]
[[ 0.62541706]
 [ 1.73099181]
 [ 0.22923598]
 [ 0.87803377]
 [-2.75181315]
 [-0.2648265 ]
 [-1.75971774]
 [ 0.07309534]
 [ 0.68714066]
 [ 0.87758024]]
Progress: 47.8% ... Training loss: 0.264 ... Validation loss: 0.455[[  1.67568466e-01   2.70384480e-01  -1.02758444e-01   1.11030697e-01
   -4.77250592e-01  -7.18184985e-02  -8.99910240e-02   1.20538172e-01
   -4.82379005e-02   2.08820266e-01]
 [  8.94368313e-03   1.25725488e-01  -2.09570001e-02   4.12135231e-02
    9.42018233e-02  -5.04805667e-03   3.36556792e-01   4.04787526e-02
    1.38542626e-01  -3.30802777e-02]
 [  2.08529499e-01   7.93915761e-01   1.49052246e-02  -4.17096661e-02
    7.63643633e-01  -2.55536964e-02  -9.57748283e-01  -4.03721857e-02
    6.60798108e-02   3.00944119e-01]
 [  6.81744518e-02  -4.10347544e-01  -1.86806074e-01   2.25257605e-01
   -2.65082498e-02   1.20051504e-01   2.25699419e-01   6.67934091e-02
    1.53384920e-01   3.27369776e-01]
 [ -2.91353200e-02   6.90447696e-02  -1.49449810e-01   3.97896797e-02
   -8.53116290e-02  -1.80215425e-01   1.02136345e-01  -1.17207749e-01
   -1.96450495e-01  -5.59847453e-02]
 [ -4.02296570e-01  -6.77311019e-01  -3.04649284e-01   1.40517467e-01
   -1.75586282e-01   4.42931082e-02   3.84253362e-01  -4.06402396e-02
   -3.90045282e-02  -4.30951459e-02]
 [ -1.49321439e-03  -2.50016478e-01   1.07998611e-02   9.63544015e-02
   -4.77130171e-02  -7.30700251e-02   1.77615021e-01  -1.91255978e-01
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 [  1.09066303e-01  -2.83944171e-01   3.13666199e-02  -7.45193537e-02
   -1.87790131e-02  -4.82920062e-02   8.35137103e-02   1.17330067e-01
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 [ -1.77041846e-01  -1.89098115e-01  -3.02356480e-01  -1.99237249e-02
   -7.04564427e-02   6.79078986e-02  -8.98952929e-02  -2.96468996e-02
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 [  2.43942138e-02  -4.42752159e-01   7.28749725e-02  -2.60072676e-02
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   -8.15988187e-03   5.86696617e-02]
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   -9.53471387e-02   1.14678966e-02   2.42233689e-01  -1.02698068e-01
   -2.04373702e-03  -1.12519879e-01]
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   -1.60818850e-01  -2.01382824e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.86323333e-01  -3.52135395e-01   9.36753795e-02   2.10981499e-01
   -1.51812681e-01  -6.30385263e-02   1.09383480e-01  -2.61517307e-01
   -2.78333232e-01  -9.48767186e-02]
 [  9.38996210e-02  -2.12826419e-01  -2.55310333e-02   1.07404376e-01
   -5.31113247e-02  -8.60224200e-02   2.65858997e-01   1.76634323e-03
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 [  3.92532943e-02  -1.14581389e-01  -2.09971346e-01   1.52554399e-01
   -8.97169264e-02   8.05335111e-02  -3.22822435e-02  -1.98095435e-02
   -8.53832809e-02  -5.23521342e-04]
 [ -1.16847670e-01  -8.45055255e-02  -2.00286970e-01   1.64063234e-01
   -1.10346304e-02   1.31801537e-01   6.42530785e-03  -2.50338936e-01
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 [ -5.94541400e-02  -4.57088922e-02   2.79056478e-01   1.13325732e-01
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 [  6.24783190e-02  -1.15756389e-02   8.89177808e-02   9.17306395e-02
    1.51115152e-02  -1.76669530e-02   1.96561700e-01   1.20309701e-01
   -2.32786416e-02  -5.39837888e-02]
 [  1.47116663e-02  -1.29800295e-01  -2.90932555e-01  -4.67497891e-02
    7.61214525e-02  -9.46550861e-02   1.10998333e-01   1.63116121e-01
    1.12317810e-01  -2.58691054e-02]
 [  5.31389374e-02  -3.91992109e-02  -1.14129456e-01   5.35978580e-02
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   -1.52727033e-01  -5.21783103e-02]
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 [  1.13916537e-01   7.50536948e-02  -4.30756646e-02  -9.29256040e-02
   -1.21214218e-01  -3.31843495e-01   1.23147957e-01   8.73818549e-03
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   -4.41785497e-02  -2.05617121e-01  -5.55849307e-02  -2.00236594e-02
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   -2.93798636e-01   3.07606117e-03   6.91319319e-02  -2.60826626e-02
   -1.62986192e-02   3.22859496e-02]
 [ -3.07527924e-02  -1.40836959e-01  -7.50657524e-02  -1.25784557e-01
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   -1.81214200e-01  -3.79343203e-01]
 [ -1.63834077e-02  -4.49451645e-01  -3.07469855e-02  -7.15316629e-02
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    3.11732607e-02  -3.86802925e-01]
 [  1.36731285e-02  -5.03389556e-01  -4.28306346e-02  -1.02457917e-01
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   -3.61016316e-01  -2.16082582e-01]
 [ -1.74150433e-01  -6.43516287e-01  -1.04516406e-02  -2.04448778e-01
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   -6.87608111e-02   8.56857601e-02]
 [ -3.02636857e-01  -4.71700702e-01   5.37645079e-02  -5.23317586e-02
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   -9.24773795e-02  -1.39883164e-01]
 [ -2.13546095e-01  -3.55386106e-01   2.49397120e-01  -2.49239683e-01
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   -2.62596204e-01  -3.28153719e-02]
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   -1.95955552e-02  -1.31027817e-01]
 [  1.01246578e-01   2.51247955e-01   1.59641634e-01  -1.06043074e-01
   -7.43329704e-02   5.45729954e-02  -1.48566545e-01   2.81316751e-01
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 [  3.52244550e-01   3.48190037e-01  -8.13323555e-02   3.09714358e-01
   -8.90559966e-01  -2.86712310e-01  -4.89665675e-01   1.77042254e-01
    3.90052922e-01  -2.27980853e-02]
 [  5.00130262e-02   1.28989185e-01   2.54509275e-01   2.50746868e-01
   -6.26145499e-02  -1.97591548e-01  -1.80826189e-01  -1.32836043e-01
   -1.36263841e-01  -2.86473841e-01]
 [  1.79223222e-02  -9.01661850e-02  -1.21730304e-01  -6.31587336e-02
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 [ -3.64426220e-03  -6.28803085e-02  -6.94556752e-02  -6.03443928e-02
   -4.90749913e-03  -1.76281016e-01   9.29867634e-02   9.09606497e-03
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 [  3.04643047e-02   9.50859502e-02   2.44111388e-01   7.45917461e-02
   -2.33413987e-01  -1.37054451e-01   8.84050087e-02   3.93389107e-02
   -1.85537454e-01   1.06837914e-01]
 [  7.67439186e-02   5.76542378e-02   1.08659926e-01   1.17177913e-02
   -2.49956402e-01   6.59619837e-02   3.71232480e-02  -2.70792516e-01
   -1.42638844e-02  -8.37786105e-02]
 [ -6.55121419e-03   1.19008244e-01   8.55321810e-02  -2.78613362e-02
   -7.25212765e-02   1.78285576e-01   7.25719918e-02   1.18309514e-01
   -1.87722368e-02   1.74747058e-01]
 [  2.27505516e-01   9.93462279e-02   3.03310233e-02   8.58178011e-02
   -3.49855051e-03  -2.61798802e-02  -2.05526542e-01   1.48739278e-01
   -5.04564432e-02  -1.48379254e-02]
 [  4.80617359e-02   3.23711790e-02   1.88001279e-02   4.77243589e-02
   -4.50164623e-01  -1.25236428e-01  -2.33014991e-01   4.14226972e-02
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 [  5.67188307e-02   4.94960062e-01   1.27145771e-01   4.35319605e-01
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 [  2.53084619e-01   3.36583235e-01   2.47758724e-01   1.54873560e-01
   -5.15170469e-01   7.88498336e-02  -2.36656270e-01   1.62708214e-01
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 [ -7.29383587e-02   2.39412442e-01   2.41322448e-01   1.72946141e-02
   -6.45002218e-02   1.30425655e-01  -1.15490711e-01  -1.51523962e-02
   -3.18022335e-02   5.14334880e-02]
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   -2.73545549e-01  -9.15075055e-02]
 [ -2.23532039e-01  -4.04040647e-02  -9.47722841e-02  -3.47317401e-01
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   -2.09143493e-01   3.03745549e-02]
 [  8.90624070e-03  -4.18216867e-01  -1.28253260e-01  -1.62853651e-01
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   -1.66525053e-01  -2.23531007e-01]
 [  8.92797264e-02  -2.71980205e-01  -1.65601348e-01  -5.04674253e-02
   -5.58978720e-02  -3.68113272e-02   1.48655829e-01  -1.58043452e-01
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 [ -1.10651622e-01   2.93861070e-02   2.67405203e-01   6.99831195e-03
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   -1.02255994e-01  -4.80056268e-02]
 [ -3.39985316e-01   4.21804835e-03   1.79675214e-02  -1.48624289e-02
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   -7.52380499e-02   8.37722688e-02]
 [  1.53861885e-01  -6.83290927e-03  -2.29804473e-01  -6.51902005e-02
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    1.25736512e-02  -1.72413400e-01]
 [  2.22806753e-01  -1.99653660e-01   6.88106507e-02  -6.92504266e-03
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    1.25364082e-01  -1.60826993e-01]
 [ -1.03597935e-01  -8.47279678e-02   1.21962687e-01   1.10817037e-01
    2.46903168e-02  -1.15498527e-01   2.53876974e-01  -7.83346160e-02
    1.82892165e-01  -3.81684812e-04]
 [ -3.68942115e-02  -2.13330606e-01   1.84221744e-01  -3.02113411e-01
   -2.09033268e-01   1.31363285e-01   1.14237150e-01  -1.22914486e-01
   -9.81600543e-03   1.85598361e-01]]
[[ 0.63765319]
 [ 1.74588699]
 [ 0.24018152]
 [ 0.8882691 ]
 [-2.74177649]
 [-0.25746043]
 [-1.75614173]
 [ 0.08298325]
 [ 0.69788908]
 [ 0.89144221]]
Progress: 47.8% ... Training loss: 0.267 ... Validation loss: 0.450[[  1.67090119e-01   2.69453489e-01  -1.02897598e-01   1.10381895e-01
   -4.74525627e-01  -7.15964127e-02  -8.82116914e-02   1.20480558e-01
   -4.86994382e-02   2.08142015e-01]
 [  9.28405472e-03   1.26609170e-01  -2.08296691e-02   4.16868847e-02
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    1.38907458e-01  -3.26170239e-02]
 [  2.08588361e-01   7.92382203e-01   1.49735941e-02  -4.15627581e-02
    7.64155053e-01  -2.56054164e-02  -9.55594521e-01  -4.03222192e-02
    6.63124322e-02   3.01254064e-01]
 [  6.80186206e-02  -4.07685378e-01  -1.86861989e-01   2.25156726e-01
   -2.54931751e-02   1.20218228e-01   2.23184995e-01   6.67234603e-02
    1.53056552e-01   3.27261771e-01]
 [ -3.11737539e-02   6.47674177e-02  -1.50104268e-01   3.70795257e-02
   -7.80653157e-02  -1.79437020e-01   1.06131130e-01  -1.17444357e-01
   -1.98627086e-01  -5.89265150e-02]
 [ -4.02635143e-01  -6.77490718e-01  -3.04735421e-01   1.40118080e-01
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   -3.94024475e-02  -4.37599174e-02]
 [ -2.77803626e-03  -2.53320343e-01   1.03454583e-02   9.45093079e-02
   -4.20038206e-02  -7.25418689e-02   1.81066387e-01  -1.91406355e-01
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 [  1.09485930e-01  -2.83146832e-01   3.15455087e-02  -7.38568511e-02
   -2.11075563e-02  -4.84791844e-02   8.33023117e-02   1.17394860e-01
    8.11260078e-02  -2.02049788e-02]
 [ -1.77928268e-01  -1.91327291e-01  -3.02676934e-01  -2.11732267e-02
   -6.76617557e-02   6.82245935e-02  -8.75804052e-02  -2.97604299e-02
    2.67601550e-01  -1.33963890e-01]
 [  2.22597343e-02  -4.47843303e-01   7.21310242e-02  -2.89739464e-02
   -2.49380104e-01  -1.05298519e-01   2.33448154e-01  -1.11932064e-01
   -1.04783921e-02   5.57061941e-02]
 [ -8.21198098e-02  -1.38320498e-01   3.83457618e-03  -1.31926310e-01
   -9.48713610e-02   1.14075232e-02   2.42372330e-01  -1.02687029e-01
   -1.98453663e-03  -1.12428962e-01]
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   -1.60871519e-01  -2.01563882e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.86272475e-01  -3.52029560e-01   9.36990711e-02   2.11064219e-01
   -1.52119370e-01  -6.30691162e-02   1.09270723e-01  -2.61507971e-01
   -2.78266753e-01  -9.47708886e-02]
 [  9.39525507e-02  -2.12609825e-01  -2.55179251e-02   1.07452664e-01
   -5.31860367e-02  -8.60320965e-02   2.65745113e-01   1.77086688e-03
    1.87139201e-02  -6.94187548e-03]
 [  3.84511124e-02  -1.15775574e-01  -2.10224024e-01   1.51545478e-01
   -8.67547662e-02   8.08484473e-02  -3.09241692e-02  -1.99143435e-02
   -8.62443235e-02  -1.73903324e-03]
 [ -1.17066567e-01  -8.54983528e-02  -2.00372605e-01   1.63725343e-01
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    1.82021680e-01  -1.40608548e-03]
 [ -3.69590037e-02  -2.13673068e-01   1.84207242e-01  -3.02214981e-01
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[[ 0.63186564]
 [ 1.74275703]
 [ 0.23426194]
 [ 0.88160159]
 [-2.74827781]
 [-0.26288512]
 [-1.76555276]
 [ 0.07888404]
 [ 0.69229365]
 [ 0.88576189]]
Progress: 47.9% ... Training loss: 0.263 ... Validation loss: 0.450[[  1.69340967e-01   2.73191964e-01  -1.02077768e-01   1.13561199e-01
   -4.81237775e-01  -7.24511221e-02  -9.22912512e-02   1.20779336e-01
   -4.63466006e-02   2.11560354e-01]
 [  9.65432002e-03   1.27263783e-01  -2.06740016e-02   4.22654184e-02
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 [  2.07442457e-01   7.87518700e-01   1.44563094e-02  -4.32249001e-02
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    6.50277146e-02   2.99719301e-01]
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   -1.62299374e-02   1.21118841e-01   2.27551721e-01   6.64239851e-02
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   -1.60477780e-01  -2.01053183e-01]
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 [  2.99127681e-02   9.36020875e-02   2.43897082e-01   7.37780121e-02
   -2.31240571e-01  -1.36801275e-01   8.96165035e-02   3.92620071e-02
   -1.86192313e-01   1.06092909e-01]
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   -2.48753248e-01   6.60565394e-02   3.78410866e-02  -2.70818746e-01
   -1.45172169e-02  -8.41063164e-02]
 [ -6.96101597e-03   1.18097921e-01   8.53728048e-02  -2.84531521e-02
   -7.11664715e-02   1.78467624e-01   7.34398248e-02   1.18254700e-01
   -1.92506074e-02   1.74147751e-01]
 [  2.27204203e-01   9.84189048e-02   3.01764096e-02   8.52620243e-02
   -2.05390148e-03  -2.60308032e-02  -2.05079256e-01   1.48685431e-01
   -5.09504619e-02  -1.54003364e-02]
 [  4.77922165e-02   3.18076275e-02   1.86852233e-02   4.72847284e-02
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 [  5.68102821e-02   4.95036597e-01   1.27170005e-01   4.35491244e-01
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 [  2.51975861e-01   3.33991812e-01   2.47345416e-01   1.53280719e-01
   -5.10807717e-01   7.93510742e-02  -2.33850119e-01   1.62563807e-01
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 [ -7.29861824e-02   2.39037661e-01   2.41329851e-01   1.72668857e-02
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   -3.18171858e-02   5.14166869e-02]
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 [  8.73360701e-02  -2.77013757e-01  -1.66338262e-01  -5.31875197e-02
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 [ -1.12459000e-01   2.43534040e-02   2.66758551e-01   4.58618555e-03
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   -1.04197458e-01  -5.04875493e-02]
 [ -3.39378678e-01   5.56553894e-03   1.81724485e-02  -1.41328765e-02
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 [  1.55509581e-01  -3.82228510e-03  -2.29155868e-01  -6.27407937e-02
    8.62786660e-02  -3.04789835e-01   7.39889216e-02  -1.65602714e-01
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 [  2.22791391e-01  -2.00403963e-01   6.87956078e-02  -7.01672408e-03
    6.46230331e-02  -4.25463274e-02   4.13710920e-02  -1.35427347e-01
    1.25263635e-01  -1.61072335e-01]
 [ -1.03880030e-01  -8.50462697e-02   1.21855166e-01   1.10358058e-01
    2.53750820e-02  -1.15393404e-01   2.54543411e-01  -7.83723106e-02
    1.82449935e-01  -7.24935033e-04]
 [ -3.68381194e-02  -2.13326911e-01   1.84238910e-01  -3.02062522e-01
   -2.10923350e-01   1.31403733e-01   1.14359381e-01  -1.22919587e-01
   -9.85840670e-03   1.85812073e-01]]
[[ 0.63346199]
 [ 1.74503332]
 [ 0.23477793]
 [ 0.8840789 ]
 [-2.75244033]
 [-0.2646428 ]
 [-1.76234761]
 [ 0.07949643]
 [ 0.6916139 ]
 [ 0.88532868]]
Progress: 47.9% ... Training loss: 0.263 ... Validation loss: 0.447[[ 0.16878573  0.27203704 -0.10227798  0.11276844 -0.47841474 -0.07230232
  -0.09110858  0.12070859 -0.04704001  0.21079629]
 [ 0.00904585  0.12562783 -0.02088816  0.04152146  0.09389622 -0.00510898
   0.3366923   0.04050018  0.13886816 -0.03284578]
 [ 0.20664062  0.786008    0.01422962 -0.04441884  0.77063498 -0.02475846
  -0.95028937 -0.04058034  0.06422206  0.2986972 ]
 [ 0.06913462 -0.40384116 -0.18655677  0.22663976 -0.02618664  0.11971302
   0.21954127  0.06686595  0.15434843  0.32955091]
 [-0.02625438  0.07720652 -0.14825031  0.04403071 -0.09383179 -0.18117925
   0.09191404 -0.11683309 -0.19321862 -0.05180821]
 [-0.40180297 -0.67590999 -0.3044359   0.1412978  -0.17891121  0.04411423
   0.38296271 -0.04058642 -0.03866499 -0.04280205]
 [-0.00190147 -0.25352561  0.0106414   0.09566729 -0.04475607 -0.07283067
   0.18019929 -0.1912974   0.20246803  0.04601304]
 [ 0.10856845 -0.28583446  0.03121206 -0.07520165 -0.01969057 -0.04816744
   0.08560181  0.11728324  0.08006816 -0.02142665]
 [-0.17866955 -0.19406509 -0.30296952 -0.02228022 -0.06719019  0.06856978
  -0.08497998 -0.0298553   0.26685486 -0.13507667]
 [ 0.02126741 -0.45320139  0.071691   -0.03079231 -0.2463935  -0.10475163
   0.23767517 -0.11209236 -0.01191797  0.05413539]
 [-0.08212403 -0.13947556  0.00382387 -0.13172046 -0.09808147  0.01139327
   0.24277988 -0.10266414 -0.0017227  -0.11233658]
 [-0.11733057 -0.21820061 -0.06752701  0.02148277  0.29643723  0.0969987
   0.16680941 -0.01548286 -0.15976651 -0.20009656]
 [-0.15877503  0.00215783  0.06108408  0.01927964 -0.16873892 -0.21884744
  -0.17455935 -0.1972686   0.08455387  0.17114178]
 [-0.28535094 -0.35015758  0.09405627  0.21236815 -0.15464873 -0.06345378
   0.10714119 -0.26139237 -0.27732976 -0.09352601]
 [ 0.09445891 -0.21142033 -0.02532605  0.10820111 -0.05468032 -0.08621833
   0.2646192   0.00183095  0.01919714 -0.00632318]
 [ 0.03812059 -0.11701077 -0.21038008  0.15103296 -0.08618682  0.08098197
  -0.02968203 -0.01995685 -0.08660602 -0.00214982]
 [-0.11683172 -0.08520604 -0.20029978  0.16403566 -0.01035285  0.13178433
   0.00654403 -0.25032466  0.07700052 -0.1887055 ]
 [-0.06032532 -0.04950954  0.2787536   0.11198568  0.08412698 -0.06468268
  -0.12161378  0.12137184  0.08530833  0.05133799]
 [ 0.06322277 -0.00995688  0.08920138  0.09282528  0.01188855 -0.01791972
   0.19471642  0.12040503 -0.02240639 -0.05287389]
 [ 0.01274643 -0.13496976 -0.29171045 -0.04964931  0.08172163 -0.09383373
   0.11583635  0.16285732  0.11006758 -0.02863586]
 [ 0.05376768 -0.03818786 -0.11387359  0.05457104 -0.14553123  0.31814193
   0.26978935  0.20495901 -0.15189984 -0.05119139]
 [ 0.0018683  -0.01758371  0.12263303  0.10765338  0.01763925  0.10574271
  -0.08942618 -0.04186069  0.21822645  0.08498186]
 [ 0.11445358  0.07649618 -0.04287291 -0.09221537 -0.1229266  -0.33202832
   0.12182147  0.00880197  0.14826301  0.09521122]
 [-0.10361631 -0.06171561 -0.01596594  0.02265533 -0.04059403 -0.20484467
  -0.05000099 -0.02027026  0.01853106  0.12650114]
 [-0.16637281 -0.13630281 -0.20566191 -0.02940537 -0.29382413  0.00322803
   0.07012564 -0.02613173 -0.01670246  0.03171023]
 [-0.0305788  -0.14061563 -0.07500511 -0.12557465  0.52653441  0.27533753
   0.60693148  0.11310743 -0.18103339 -0.37911936]
 [-0.01625646 -0.44946089 -0.0307051  -0.07139251  0.65113917  0.09983186
   0.57349319  0.09148731  0.03125223 -0.38679022]
 [ 0.01311475 -0.50516298 -0.04305068 -0.10327315  0.66582211  0.02181765
   0.53783108  0.0488449  -0.36171173 -0.21689658]
 [-0.17482139 -0.64497456 -0.01071788 -0.20541628  0.77917424 -0.09066872
   0.66500008 -0.08333086 -0.06949997  0.08489355]
 [-0.30328004 -0.47333298  0.05356533 -0.05307777  0.92592617  0.14337793
   0.48350737  0.04697954 -0.09306851 -0.14071635]
 [-0.2134978  -0.3555477   0.24943465 -0.24912215  0.68493372 -0.04298149
   0.73583167  0.01230621 -0.26250732 -0.03270553]
 [-0.14203482 -0.26230887 -0.18512496 -0.1152352   0.52633292 -0.22605987
   0.21596454  0.16751628 -0.01982705 -0.13124389]
 [ 0.10232532  0.25413082  0.16003832 -0.10457219 -0.07981991  0.05412196
  -0.15178312  0.28144761  0.06496855  0.17079514]
 [ 0.35357645  0.35214473 -0.08077852  0.31184369 -0.89602257 -0.28729137
  -0.4934829   0.17723628  0.39167218 -0.02060604]
 [ 0.04960208  0.12789092  0.25436029  0.25017635 -0.06084461 -0.19741706
  -0.17978002 -0.13288997 -0.1367045  -0.28712938]
 [ 0.01759432 -0.09121661 -0.12184895 -0.06361847  0.23326067  0.04205609
   0.00463231 -0.18577549  0.02531528  0.19810498]
 [-0.00301725 -0.06224559 -0.0692494  -0.05946579 -0.0063134  -0.17656791
   0.0922428   0.0091757   0.03032232 -0.00410764]
 [ 0.03005788  0.09404701  0.24396095  0.07398524 -0.23181875 -0.13686825
   0.08918336  0.03927983 -0.18603755  0.10628434]
 [ 0.07728994  0.05867535  0.10888433  0.01250972 -0.25173928  0.06571783
   0.03619634 -0.27072173 -0.01359685 -0.08303074]
 [-0.00744909  0.11684264  0.08518071 -0.02917427 -0.06896338  0.17867735
   0.07468826  0.11818935 -0.01981353  0.17341878]
 [ 0.22760806  0.09921617  0.03033534  0.08585903 -0.00299408 -0.02620368
  -0.20604125  0.14873682 -0.05055109 -0.01480524]
 [ 0.04790614  0.03202168  0.01872788  0.04742849 -0.44945964 -0.12518388
  -0.23252753  0.04140214  0.12298416  0.1975058 ]
 [ 0.05546107  0.49111657  0.12666271  0.43357004 -1.25792065 -0.30283389
  -0.56421741 -0.07132882  0.29801962  0.33937269]
 [ 0.17842265  0.49557405  0.0675779   0.43219576 -1.03177243 -0.08304958
  -0.43339599  0.15110665  0.21518311  0.47977166]
 [ 0.25184258  0.33363349  0.24730817  0.15308707 -0.51019218  0.07940685
  -0.23357906  0.16254717  0.24388435  0.08331955]
 [-0.07286723  0.23943774  0.24138936  0.01747038 -0.06497556  0.13038198
  -0.11559622 -0.01513034 -0.03166029  0.05160116]
 [-0.09817423  0.01435885  0.02462392  0.09446071 -0.0725306   0.11534522
   0.23028577  0.01997819 -0.27346832 -0.09142359]
 [-0.22355989 -0.04049979 -0.09477527 -0.34734999  0.18864505  0.11994786
   0.11251643  0.10302713 -0.209149    0.03040712]
 [ 0.00865884 -0.41862829 -0.1283486  -0.1632143   0.37419245  0.02578422
   0.19885604  0.15216843 -0.16680496 -0.22388154]
 [ 0.08863298 -0.27470539 -0.16588794 -0.05139317 -0.05419579 -0.03655828
   0.15157539 -0.1581338   0.09402281 -0.19068633]
 [-0.11242429  0.02443695  0.2667999   0.00473709  0.14635769  0.07640919
   0.06659336 -0.29651557 -0.10395487 -0.05050499]
 [-0.33947595  0.00540137  0.01812552 -0.01430832  0.14211869 -0.17903497
   0.01770102  0.23485976 -0.0747921   0.0842174 ]
 [ 0.15504142 -0.00516649 -0.22935997 -0.06349869  0.08850127 -0.30462109
   0.07500463 -0.16567322  0.01396571 -0.17052545]
 [ 0.22282081 -0.20024992  0.06884869 -0.00685751  0.06337587 -0.04259206
   0.04169124 -0.13540819  0.12529769 -0.1609396 ]
 [-0.10439943 -0.08638096  0.12166057  0.10961676  0.02730509 -0.11518521
   0.25581628 -0.07843767  0.18188566 -0.00143759]
 [-0.03741649 -0.21522212  0.18406253 -0.30298488 -0.2114762   0.13166113
   0.11623532 -0.12299903 -0.01048354  0.18494758]]
[[ 0.63274466]
 [ 1.74167594]
 [ 0.23222453]
 [ 0.88378544]
 [-2.75293977]
 [-0.26377007]
 [-1.75995165]
 [ 0.07822639]
 [ 0.68985098]
 [ 0.88401314]]
Progress: 48.0% ... Training loss: 0.264 ... Validation loss: 0.450[[  1.69520988e-01   2.73924559e-01  -1.01964228e-01   1.13598192e-01
   -4.78277847e-01  -7.24925397e-02  -9.26665104e-02   1.20810986e-01
   -4.62528416e-02   2.11845526e-01]
 [  8.51382778e-03   1.24528657e-01  -2.10866587e-02   4.07344645e-02
    9.54564309e-02  -4.87285183e-03   3.37682385e-01   4.04305014e-02
    1.38267086e-01  -3.35744932e-02]
 [  2.08616664e-01   7.89455679e-01   1.49409271e-02  -4.19395076e-02
    7.65126421e-01  -2.55589512e-02  -9.55146053e-01  -4.03360752e-02
    6.61815832e-02   3.01163711e-01]
 [  6.95237814e-02  -4.01717362e-01  -1.86445047e-01   2.27451305e-01
   -2.94117337e-02   1.19515434e-01   2.17297304e-01   6.69042988e-02
    1.54570708e-01   3.28693885e-01]
 [ -2.32083798e-02   8.41622638e-02  -1.47120251e-01   4.84557762e-02
   -1.01181074e-01  -1.82477226e-01   8.49101778e-02  -1.16429860e-01
   -1.89739756e-01  -4.72820959e-02]
 [ -4.02505625e-01  -6.76819478e-01  -3.04674380e-01   1.40329035e-01
   -1.76412544e-01   4.44494816e-02   3.84489014e-01  -4.06689679e-02
   -3.93922585e-02  -4.33467045e-02]
 [ -3.15572445e-04  -2.50386001e-01   1.12374982e-02   9.77590291e-02
   -5.02387478e-02  -7.34443701e-02   1.76895154e-01  -1.91101197e-01
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 [  1.07695417e-01  -2.88480989e-01   3.08904833e-02  -7.65164997e-02
   -1.61380540e-02  -4.77917068e-02   8.76804218e-02   1.17177449e-01
    7.90707905e-02  -2.26053424e-02]
 [ -1.78374400e-01  -1.93252324e-01  -3.02909916e-01  -2.19668286e-02
   -6.90871419e-02   6.84695921e-02  -8.55740313e-02  -2.98280451e-02
    2.67190170e-01  -1.34725248e-01]
 [  2.01015596e-02  -4.55832145e-01   7.12660155e-02  -3.26530394e-02
   -2.43161328e-01  -1.04183783e-01   2.40524290e-01  -1.12248181e-01
   -1.31303798e-02   5.25507713e-02]
 [ -8.06556693e-02  -1.36634072e-01   4.34669956e-03  -1.29792401e-01
   -1.02045504e-01   1.08375437e-02   2.40025051e-01  -1.02480876e-01
   -2.74076956e-04  -1.10433244e-01]
 [ -1.17327716e-01  -2.18014982e-01  -6.75291986e-02   2.15369563e-02
    2.95840641e-01   9.69836672e-02   1.66421847e-01  -1.54751778e-02
   -1.59695849e-01  -1.99586667e-01]
 [ -1.58775031e-01   2.15782556e-03   6.10840783e-02   1.92796392e-02
   -1.68738923e-01  -2.18847437e-01  -1.74559352e-01  -1.97268601e-01
    8.45538715e-02   1.71141776e-01]
 [ -2.85301897e-01  -3.50165143e-01   9.40890547e-02   2.12483600e-01
   -1.54887202e-01  -6.34710452e-02   1.07118450e-01  -2.61385384e-01
   -2.77291485e-01  -9.34785470e-02]
 [  9.45922447e-02  -2.10637193e-01  -2.52482233e-02   1.08417224e-01
   -5.47389705e-02  -8.62576221e-02   2.63918546e-01   1.85080531e-03
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 [  3.83792390e-02  -1.16984792e-01  -2.10308773e-01   1.51300314e-01
   -8.62088410e-02   8.09130493e-02  -2.95655588e-02  -1.99255395e-02
   -8.63312771e-02  -1.40704330e-03]
 [ -1.16520810e-01  -8.45956916e-02  -2.00187784e-01   1.64439014e-01
   -1.15889693e-02   1.31663425e-01   5.98942827e-03  -2.50286294e-01
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 [ -1.03837609e-01  -8.56177165e-02   1.21865077e-01   1.10388285e-01
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    1.82489738e-01  -6.95247113e-04]
 [ -3.71912798e-02  -2.13889575e-01   1.84163186e-01  -3.02688018e-01
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[[ 0.63366412]
 [ 1.74648658]
 [ 0.23149059]
 [ 0.8860317 ]
 [-2.75268535]
 [-0.26446742]
 [-1.76218944]
 [ 0.07742278]
 [ 0.69062429]
 [ 0.88630194]]
Progress: 48.0% ... Training loss: 0.264 ... Validation loss: 0.449[[  1.70467305e-01   2.77918808e-01  -1.01652437e-01   1.14824420e-01
   -4.81198176e-01  -7.27783771e-02  -9.61646974e-02   1.20890654e-01
   -4.53881988e-02   2.13002750e-01]
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 [  2.09107389e-01   7.90078590e-01   1.50477923e-02  -4.17564553e-02
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    6.64370700e-02   3.01790279e-01]
 [  6.67264342e-02  -4.08132349e-01  -1.87459222e-01   2.23913865e-01
   -2.14196017e-02   1.20650534e-01   2.24187526e-01   6.65853112e-02
    1.51609381e-01   3.25180516e-01]
 [ -2.17374693e-02   8.73428317e-02  -1.46473091e-01   5.06784438e-02
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   -1.88026289e-01  -4.53388196e-02]
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   -3.96590653e-02  -4.38585762e-02]
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   -1.60674370e-01  -2.00785231e-01]
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 [  1.28429637e-02  -1.34140444e-01  -2.91698833e-01  -4.96126762e-02
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   -1.80792969e-01  -3.78893788e-01]
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 [  1.25925017e-02  -5.06204938e-01  -4.32453457e-02  -1.04009219e-01
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 [  4.97027099e-02   1.28092923e-01   2.54393384e-01   2.50222010e-01
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 [  2.98334858e-02   9.35208233e-02   2.43894022e-01   7.36797574e-02
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   -1.86354196e-01   1.06020364e-01]
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   -2.51706146e-01   6.57114887e-02   3.59533353e-02  -2.70717279e-01
   -1.35552696e-02  -8.28948795e-02]
 [ -7.56530900e-03   1.16662599e-01   8.51262342e-02  -2.94702755e-02
   -6.76304294e-02   1.78751605e-01   7.48412496e-02   1.18166406e-01
   -1.99919180e-02   1.73193583e-01]
 [  2.27562266e-01   9.91248326e-02   3.03082699e-02   8.57800108e-02
   -2.87066048e-03  -2.61768678e-02  -2.06006915e-01   1.48729190e-01
   -5.06379854e-02  -1.48605856e-02]
 [  4.79375321e-02   3.24672617e-02   1.87534617e-02   4.75618443e-02
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 [  2.51286412e-01   3.32330930e-01   2.47101862e-01   1.52269231e-01
   -5.08124062e-01   7.96568793e-02  -2.32329867e-01   1.62471242e-01
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   -3.15773653e-02   5.16644506e-02]
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   -2.73440529e-01  -9.14121252e-02]
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   -1.67045441e-01  -2.24178947e-01]
 [  8.93946824e-02  -2.72187355e-01  -1.65638732e-01  -5.04808675e-02
   -5.78764846e-02  -3.67787908e-02   1.48812728e-01  -1.58078859e-01
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 [ -1.11564702e-01   2.74962266e-02   2.67106822e-01   5.84541698e-03
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   -1.03066578e-01  -4.94692158e-02]
 [ -3.38749326e-01   7.11811060e-03   1.84294859e-02  -1.32406254e-02
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   -7.40493573e-02   8.52957665e-02]
 [  1.55133730e-01  -5.18703603e-03  -2.29319667e-01  -6.33968437e-02
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 [  2.20326597e-01  -2.06711787e-01   6.79153839e-02  -1.04704645e-02
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    1.22607932e-01  -1.64065531e-01]
 [ -1.03961422e-01  -8.57366687e-02   1.21810043e-01   1.10174754e-01
    2.69943005e-02  -1.15342525e-01   2.55294536e-01  -7.83871423e-02
    1.82407631e-01  -8.95222997e-04]
 [ -3.76841324e-02  -2.15807091e-01   1.83951402e-01  -3.03476502e-01
   -2.13871573e-01   1.31776278e-01   1.17467222e-01  -1.23036930e-01
   -1.05275536e-02   1.84853324e-01]]
[[ 0.63135071]
 [ 1.74835272]
 [ 0.23038824]
 [ 0.88420575]
 [-2.75379342]
 [-0.26718535]
 [-1.76430521]
 [ 0.0743146 ]
 [ 0.6885844 ]
 [ 0.88381216]]
Progress: 48.0% ... Training loss: 0.265 ... Validation loss: 0.447[[  1.71920631e-01   2.80984775e-01  -1.01131834e-01   1.16877531e-01
   -4.86520235e-01  -7.34360458e-02  -9.91822784e-02   1.21072455e-01
   -4.38258737e-02   2.15105336e-01]
 [  8.24451969e-03   1.23469790e-01  -2.11847514e-02   4.03796912e-02
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    1.37997699e-01  -3.40376650e-02]
 [  2.10170746e-01   7.92710780e-01   1.54707856e-02  -4.00361014e-02
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    6.76026890e-02   3.03264763e-01]
 [  6.78159419e-02  -4.04955139e-01  -1.86918395e-01   2.26048770e-01
   -2.42709901e-02   1.20224458e-01   2.21923836e-01   6.67191791e-02
    1.52804882e-01   3.26781075e-01]
 [ -2.46968721e-02   8.00097650e-02  -1.47610150e-01   4.63256940e-02
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   -1.91062873e-01  -4.91807821e-02]
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   -4.08093280e-02  -4.53111547e-02]
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   -1.65031390e-02  -4.77652224e-02   8.77310812e-02   1.17150845e-01
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   -7.47630737e-02   6.77754758e-02  -8.93182523e-02  -2.96360631e-02
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   -1.25592560e-02   5.32001502e-02]
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   -1.60928732e-01  -2.01111570e-01]
 [ -1.58963737e-01   1.89985198e-03   6.10026247e-02   1.90603513e-02
   -1.68563475e-01  -2.18754341e-01  -1.74194377e-01  -1.97295310e-01
    8.43110744e-02   1.70860256e-01]
 [ -2.85821010e-01  -3.50869731e-01   9.38628856e-02   2.11779132e-01
   -1.53843963e-01  -6.32125278e-02   1.08037522e-01  -2.61456623e-01
   -2.77934902e-01  -9.42738599e-02]
 [  9.48625041e-02  -2.10526590e-01  -2.51465739e-02   1.08702690e-01
   -5.49226999e-02  -8.63832718e-02   2.63867695e-01   1.88448577e-03
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 [  3.75305546e-02  -1.19064242e-01  -2.10592181e-01   1.50103210e-01
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   -8.71552648e-02  -2.52292896e-03]
 [ -1.16687597e-01  -8.48757970e-02  -2.00226758e-01   1.64301810e-01
   -1.11167869e-02   1.31767705e-01   6.50956611e-03  -2.50312681e-01
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 [ -5.95176611e-02  -4.79307843e-02   2.79028662e-01   1.13045297e-01
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 [  6.41708859e-02  -7.36872540e-03   8.95511008e-02   9.39504814e-02
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   -2.13874279e-02  -5.17037024e-02]
 [  1.33543155e-02  -1.33037522e-01  -2.91509666e-01  -4.88637869e-02
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 [  5.32507515e-02  -4.00571401e-02  -1.14092216e-01   5.37548499e-02
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   -1.80973238e-01  -3.79094664e-01]
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    3.15185283e-02  -3.86422748e-01]
 [  1.23665841e-02  -5.06751174e-01  -4.33293009e-02  -1.04325732e-01
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   -3.62533375e-01  -2.17872607e-01]
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   -9.30454787e-02  -1.40683175e-01]
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   -2.62659851e-01  -3.28298435e-02]
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 [  3.53633813e-01   3.52773957e-01  -8.07450263e-02   3.11856059e-01
   -8.96302961e-01  -2.87260719e-01  -4.92526390e-01   1.77243708e-01
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 [  4.99042098e-02   1.28339117e-01   2.54469448e-01   2.50439481e-01
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   -1.36416979e-01  -2.86814803e-01]
 [  1.86644428e-02  -8.87918054e-02  -1.21447641e-01  -6.20351357e-02
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   -1.86137822e-01   1.06329982e-01]
 [  7.74150348e-02   5.91082525e-02   1.08889391e-01   1.25739300e-02
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   -1.89886936e-02   1.74443920e-01]
 [  2.26883100e-01   9.73561881e-02   3.00396342e-02   8.47625225e-02
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   -5.14022582e-02  -1.58531244e-02]
 [  4.76851346e-02   3.19470179e-02   1.86607498e-02   4.72063566e-02
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 [  5.63540121e-02   4.92635079e-01   1.26956492e-01   4.34702723e-01
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   -2.09148835e-01   3.03998200e-02]
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   -1.67299294e-01  -2.24458685e-01]
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   -7.46736627e-02   8.45021113e-02]
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 [ -1.03202851e-01  -8.44338882e-02   1.22068676e-01   1.11180335e-01
    2.61137540e-02  -1.15620649e-01   2.54089160e-01  -7.82943156e-02
    1.83130146e-01   1.44938574e-05]
 [ -3.63560578e-02  -2.13109986e-01   1.84412271e-01  -3.01641717e-01
   -2.19356775e-01   1.31200235e-01   1.14646661e-01  -1.22882683e-01
   -9.07546391e-03   1.86738505e-01]]
[[ 0.63757078]
 [ 1.75329045]
 [ 0.23678972]
 [ 0.88721264]
 [-2.75032491]
 [-0.26232786]
 [-1.76252984]
 [ 0.08012958]
 [ 0.69635659]
 [ 0.89102948]]
Progress: 48.1% ... Training loss: 0.266 ... Validation loss: 0.447[[  1.69770722e-01   2.74510367e-01  -1.01932961e-01   1.13789608e-01
   -4.77399612e-01  -7.25218413e-02  -9.26486574e-02   1.20808303e-01
   -4.62862211e-02   2.12184825e-01]
 [  8.45392046e-03   1.23851141e-01  -2.11148910e-02   4.06705973e-02
    9.46140186e-02  -4.86344684e-03   3.38572076e-01   4.04228647e-02
    1.38192436e-01  -3.37862626e-02]
 [  2.09008815e-01   7.88644356e-01   1.51112399e-02  -4.18077287e-02
    7.67205171e-01  -2.56478875e-02  -9.56011555e-01  -4.03339321e-02
    6.63250266e-02   3.01875119e-01]
 [  6.58409859e-02  -4.09688382e-01  -1.87673183e-01   2.23203932e-01
   -1.41523691e-02   1.21068056e-01   2.27588303e-01   6.64390708e-02
    1.50734156e-01   3.24252893e-01]
 [ -2.53742509e-02   7.77955230e-02  -1.47988277e-01   4.51234532e-02
   -9.33245469e-02  -1.81621476e-01   9.01907622e-02  -1.16671622e-01
   -1.92036979e-01  -5.03138535e-02]
 [ -4.04028185e-01  -6.79818433e-01  -3.05307771e-01   1.37996629e-01
   -1.74564045e-01   4.51517081e-02   3.88355356e-01  -4.08665996e-02
   -4.13040207e-02  -4.60629387e-02]
 [  2.46436183e-04  -2.49143658e-01   1.14944041e-02   9.84421282e-02
   -5.34694243e-02  -7.36658726e-02   1.74921812e-01  -1.91031584e-01
    2.04891887e-01   4.92132434e-02]
 [  1.06235705e-01  -2.93617221e-01   3.03149928e-02  -7.86282968e-02
   -1.11695724e-02  -4.71422001e-02   9.23570639e-02   1.16973103e-01
    7.71436838e-02  -2.46877230e-02]
 [ -1.76481296e-01  -1.89169254e-01  -3.02176441e-01  -1.92505560e-02
   -7.67726605e-02   6.76375729e-02  -8.91525073e-02  -2.95975778e-02
    2.69453740e-01  -1.32052833e-01]
 [  1.96090724e-02  -4.58097128e-01   7.09922343e-02  -3.39846087e-02
   -2.45070011e-01  -1.03865856e-01   2.41809075e-01  -1.12353286e-01
   -1.41451635e-02   5.14483135e-02]
 [ -7.90191578e-02  -1.32938964e-01   4.94286698e-03  -1.27458067e-01
   -1.08366908e-01   1.01414227e-02   2.36325993e-01  -1.02279581e-01
    1.49016221e-03  -1.08331403e-01]
 [ -1.18592391e-01  -2.21825366e-01  -6.79068711e-02   2.00182234e-02
    2.99357029e-01   9.74697916e-02   1.71157113e-01  -1.56163976e-02
   -1.60766435e-01  -2.01065891e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.86316008e-01  -3.51354869e-01   9.36463615e-02   2.10991025e-01
   -1.52832984e-01  -6.29760098e-02   1.08751631e-01  -2.61527935e-01
   -2.78604417e-01  -9.51257189e-02]
 [  9.46536319e-02  -2.10945934e-01  -2.52394154e-02   1.08406804e-01
   -5.46383857e-02  -8.62929031e-02   2.64529411e-01   1.85836674e-03
    1.94296115e-02  -6.15186754e-03]
 [  3.79835581e-02  -1.17838409e-01  -2.10396710e-01   1.50829581e-01
   -8.61403614e-02   8.10265205e-02  -2.85963594e-02  -1.99480083e-02
   -8.66716230e-02  -1.96343705e-03]
 [ -1.16807704e-01  -8.58166490e-02  -2.00254368e-01   1.64186162e-01
   -1.09269155e-02   1.31783794e-01   7.40731609e-03  -2.50315407e-01
    7.71631935e-02  -1.88564164e-01]
 [ -6.01061358e-02  -4.95934135e-02   2.78828282e-01   1.12196778e-01
    8.34260033e-02  -6.47599425e-02  -1.22184094e-01   1.21384107e-01
    8.54337074e-02   5.17754418e-02]
 [  6.42424364e-02  -6.99874517e-03   8.95817830e-02   9.39654509e-02
    7.62776899e-03  -1.83043121e-02   1.91212971e-01   1.20521787e-01
   -2.13132356e-02  -5.16269202e-02]
 [  1.31767321e-02  -1.34250570e-01  -2.91548891e-01  -4.90567382e-02
    7.96034448e-02  -9.40121588e-02   1.14959887e-01   1.62905267e-01
    1.10460065e-01  -2.82686449e-02]
 [  5.30242698e-02  -4.06360922e-02  -1.14170863e-01   5.34284066e-02
   -1.42468249e-01   3.18494156e-01   2.72351728e-01   2.04866067e-01
   -1.52770983e-01  -5.21870269e-02]
 [  1.57177410e-03  -1.94006803e-02   1.22460138e-01   1.07116053e-01
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    2.17608601e-01   8.47406206e-02]
 [  1.15252865e-01   7.81675649e-02  -4.26142631e-02  -9.11516053e-02
   -1.27099277e-01  -3.32354698e-01   1.20453185e-01   8.88782250e-03
    1.49115145e-01   9.62388898e-02]
 [ -1.03233961e-01  -6.07755412e-02  -1.57970790e-02   2.32006190e-02
   -4.37215692e-02  -2.05031053e-01  -5.10080694e-02  -2.02155719e-02
    1.91377833e-02   1.27095291e-01]
 [ -1.67522115e-01  -1.38494795e-01  -2.06064226e-01  -3.09773307e-02
   -2.91374926e-01   3.73545171e-03   7.30428194e-02  -2.62735907e-02
   -1.78789936e-02   3.00763931e-02]
 [ -3.06090733e-02  -1.41421524e-01  -7.50121414e-02  -1.25637207e-01
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   -1.81095415e-01  -3.79220052e-01]
 [ -1.59898934e-02  -4.49513980e-01  -3.06060486e-02  -7.09861116e-02
    6.50425838e-01   9.96975279e-02   5.73228950e-01   9.15284694e-02
    3.15248614e-02  -3.86359661e-01]
 [  1.23808517e-02  -5.06900265e-01  -4.33218953e-02  -1.04310200e-01
    6.68309670e-01   2.21232414e-02   5.39863496e-01   4.87559598e-02
   -3.62566087e-01  -2.17977864e-01]
 [ -1.75163869e-01  -6.45857518e-01  -1.08467698e-02  -2.05898524e-01
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   -6.98952022e-02   8.44194497e-02]
 [ -3.03558952e-01  -4.74344898e-01   5.34534809e-02  -5.34619240e-02
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   -9.33763495e-02  -1.41090957e-01]
 [ -2.13119812e-01  -3.55604871e-01   2.49600825e-01  -2.48517037e-01
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   -2.62020710e-01  -3.20202023e-02]
 [ -1.41495705e-01  -2.61229623e-01  -1.84918421e-01  -1.14455249e-01
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   -1.92865515e-02  -1.30482917e-01]
 [  1.01371492e-01   2.52765154e-01   1.59672357e-01  -1.05955923e-01
   -7.67940493e-02   5.45267952e-02  -1.50205001e-01   2.81325677e-01
    6.38201470e-02   1.69445339e-01]
 [  3.53817129e-01   3.53569152e-01  -8.06340588e-02   3.12111205e-01
   -8.97024851e-01  -2.87337915e-01  -4.92908210e-01   1.77269170e-01
    3.92177455e-01  -2.01141076e-02]
 [  4.95244425e-02   1.27402123e-01   2.54319589e-01   2.49856901e-01
   -6.00405848e-02  -1.97358747e-01  -1.79649347e-01  -1.32913839e-01
   -1.36868452e-01  -2.87359369e-01]
 [  1.89518201e-02  -8.80821706e-02  -1.21341805e-01  -6.16279642e-02
    2.27572240e-01   4.14691642e-02   1.20561188e-03  -1.85603233e-01
    2.67956531e-02   1.99966069e-01]
 [ -2.44381123e-03  -6.11553178e-02  -6.90571601e-02  -5.86633599e-02
   -8.68232543e-03  -1.76797839e-01   9.09155198e-02   9.23554734e-03
    3.09223653e-02  -3.40469166e-03]
 [  2.97834238e-02   9.34407746e-02   2.43890076e-01   7.36499193e-02
   -2.30021743e-01  -1.36755067e-01   8.97104694e-02   3.92339105e-02
   -1.86399731e-01   1.05978080e-01]
 [  7.64663381e-02   5.68228581e-02   1.08498881e-01   1.11017696e-02
   -2.48546888e-01   6.61021760e-02   3.80765896e-02  -2.70833816e-01
   -1.45964175e-02  -8.41720879e-02]
 [ -6.74303086e-03   1.18511656e-01   8.54490953e-02  -2.83311624e-02
   -7.10299507e-02   1.78395807e-01   7.29597600e-02   1.18262741e-01
   -1.90375142e-02   1.74387353e-01]
 [  2.27091803e-01   9.79902713e-02   3.01178237e-02   8.50306692e-02
   -8.94700691e-04  -2.59749921e-02  -2.05100816e-01   1.48671639e-01
   -5.11733352e-02  -1.55673842e-02]
 [  4.80380437e-02   3.31218427e-02   1.87937228e-02   4.76855546e-02
   -4.50930871e-01  -1.25245073e-01  -2.33148409e-01   4.14223197e-02
    1.23197905e-01   1.97611554e-01]
 [  5.59504226e-02   4.92083178e-01   1.26788802e-01   4.34105236e-01
   -1.26258799e+00  -3.02960880e-01  -5.65216608e-01  -7.12790841e-02
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 [  1.79284649e-01   4.96965939e-01   6.78922979e-02   4.33410741e-01
   -1.03628189e+00  -8.33614179e-02  -4.34781164e-01   1.51215998e-01
    2.16209280e-01   4.80923121e-01]
 [  2.51190804e-01   3.32108350e-01   2.47095439e-01   1.52213685e-01
   -5.07868625e-01   7.96807205e-02  -2.32122575e-01   1.62467061e-01
    2.43194328e-01   8.24557080e-02]
 [ -7.33190029e-02   2.38581262e-01   2.41216649e-01   1.68170379e-02
   -6.37725992e-02   1.30578103e-01  -1.14655522e-01  -1.51876357e-02
   -3.21629236e-02   5.09613117e-02]
 [ -9.83712905e-02   1.42179164e-02   2.45465916e-02   9.41893539e-02
   -7.23338842e-02   1.15423956e-01   2.30382812e-01   1.99550039e-02
   -2.73660627e-01  -9.16686814e-02]
 [ -2.23731461e-01  -4.11839840e-02  -9.48307011e-02  -3.47535193e-01
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   -2.09283355e-01   3.02320826e-02]
 [  8.39597548e-03  -4.19603630e-01  -1.28444109e-01  -1.63615791e-01
    3.75188335e-01   2.59049263e-02   1.99637850e-01   1.52136260e-01
   -1.67141123e-01  -2.24245759e-01]
 [  8.88168883e-02  -2.73552812e-01  -1.65909845e-01  -5.13368538e-02
   -5.82601806e-02  -3.64816518e-02   1.50536007e-01  -1.58160223e-01
    9.40208002e-02  -1.90702580e-01]
 [ -1.11678226e-01   2.68962476e-02   2.67046521e-01   5.66133664e-03
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   -1.03334345e-01  -4.97211372e-02]
 [ -3.39440376e-01   5.17923278e-03   1.81726452e-02  -1.42620182e-02
    1.42313857e-01  -1.79062913e-01   1.77656090e-02   2.34878520e-01
   -7.48052651e-02   8.43717361e-02]
 [  1.53623883e-01  -9.05200716e-03  -2.29824938e-01  -6.54664289e-02
    9.24955315e-02  -3.04009694e-01   7.85514577e-02  -1.65826102e-01
    1.23933031e-02  -1.72452820e-01]
 [  2.20401076e-01  -2.06374453e-01   6.79875825e-02  -1.02225348e-02
    7.18928705e-02  -4.16156827e-02   4.77882928e-02  -1.35705417e-01
    1.22628105e-01  -1.64109704e-01]
 [ -1.03023026e-01  -8.47128956e-02   1.22160987e-01   1.11466557e-01
    2.44946932e-02  -1.15705651e-01   2.54283146e-01  -7.82666408e-02
    1.83348432e-01   3.41019959e-04]
 [ -3.61429527e-02  -2.12683288e-01   1.84493500e-01  -3.01452102e-01
   -2.20140555e-01   1.31128245e-01   1.14029658e-01  -1.22860319e-01
   -8.85044243e-03   1.87046600e-01]]
[[ 0.63119855]
 [ 1.74924666]
 [ 0.23163904]
 [ 0.88065145]
 [-2.75532166]
 [-0.26691377]
 [-1.76810139]
 [ 0.07570901]
 [ 0.69082569]
 [ 0.88444128]]
Progress: 48.1% ... Training loss: 0.263 ... Validation loss: 0.446[[  1.68412184e-01   2.71080084e-01  -1.02493432e-01   1.11613513e-01
   -4.70762002e-01  -7.18231919e-02  -8.90745797e-02   1.20641139e-01
   -4.78721384e-02   2.09976177e-01]
 [  8.10708006e-03   1.23007806e-01  -2.12476876e-02   4.01686444e-02
    9.54344501e-02  -4.71413552e-03   3.39224594e-01   4.03804061e-02
    1.37802778e-01  -3.42645773e-02]
 [  2.08235156e-01   7.87351230e-01   1.47738228e-02  -4.31996144e-02
    7.72197406e-01  -2.52463973e-02  -9.54024563e-01  -4.04288421e-02
    6.54982308e-02   3.00517268e-01]
 [  6.67354504e-02  -4.07480082e-01  -1.87356494e-01   2.24364359e-01
   -2.04440004e-02   1.20623384e-01   2.25438092e-01   6.65554839e-02
    1.51648418e-01   3.25268391e-01]
 [ -2.49372778e-02   8.01354847e-02  -1.47814787e-01   4.58401269e-02
   -9.47746645e-02  -1.81775907e-01   8.89355625e-02  -1.16604462e-01
   -1.91463295e-01  -5.01156739e-02]
 [ -4.03998926e-01  -6.80054606e-01  -3.05293840e-01   1.38113132e-01
   -1.75457753e-01   4.51361531e-02   3.88444014e-01  -4.08635043e-02
   -4.12920093e-02  -4.60224297e-02]
 [  1.13385894e-03  -2.47053280e-01   1.18183328e-02   9.96157046e-02
   -5.58121995e-02  -7.39873257e-02   1.72509254e-01  -1.90920307e-01
    2.05769333e-01   5.04021677e-02]
 [  1.05988138e-01  -2.94765960e-01   3.01733571e-02  -7.91374916e-02
   -1.02604634e-02  -4.69788564e-02   9.34553118e-02   1.16941817e-01
    7.69087338e-02  -2.52984449e-02]
 [ -1.77459247e-01  -1.91860256e-01  -3.02525042e-01  -2.06073076e-02
   -7.34887545e-02   6.80249951e-02  -8.63107466e-02  -2.97127432e-02
    2.68423280e-01  -1.33371960e-01]
 [  1.91034228e-02  -4.60396931e-01   7.07569007e-02  -3.48721188e-02
   -2.43103603e-01  -1.03551369e-01   2.43642730e-01  -1.12419714e-01
   -1.47796356e-02   5.06016704e-02]
 [ -7.87783185e-02  -1.32361203e-01   5.01269697e-03  -1.27152406e-01
   -1.09342974e-01   1.00452692e-02   2.35741800e-01  -1.02246534e-01
    1.74016190e-03  -1.08196999e-01]
 [ -1.18636418e-01  -2.22088860e-01  -6.78937448e-02   2.00242061e-02
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   -1.60757915e-01  -2.01054068e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.86496607e-01  -3.51917896e-01   9.35964265e-02   2.10788512e-01
   -1.52876142e-01  -6.29184892e-02   1.09342580e-01  -2.61545491e-01
   -2.78763857e-01  -9.53077531e-02]
 [  9.45641199e-02  -2.11047051e-01  -2.52743442e-02   1.08309515e-01
   -5.44524595e-02  -8.62444952e-02   2.64572646e-01   1.84513189e-03
    1.92640107e-02  -6.29652024e-03]
 [  3.79187035e-02  -1.18375429e-01  -2.10405424e-01   1.50782596e-01
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   -8.66557968e-02  -2.06280286e-03]
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[[ 0.62863103]
 [ 1.74743547]
 [ 0.23016971]
 [ 0.88097622]
 [-2.75852717]
 [-0.26865318]
 [-1.76833921]
 [ 0.07387675]
 [ 0.68992238]
 [ 0.88314397]]
Progress: 48.2% ... Training loss: 0.263 ... Validation loss: 0.448[[  1.68088396e-01   2.70637552e-01  -1.02631117e-01   1.10870989e-01
   -4.69753510e-01  -7.16612100e-02  -8.92581843e-02   1.20585982e-01
   -4.83474714e-02   2.09395065e-01]
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 [  2.07415459e-01   7.85577669e-01   1.44464720e-02  -4.47754944e-02
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    6.42494501e-02   2.99075234e-01]
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   -1.86341480e-01   1.06120910e-01]
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   -1.47958500e-02  -8.44267054e-02]
 [ -7.49996376e-03   1.17150775e-01   8.51637108e-02  -2.94705761e-02
   -6.77291151e-02   1.78726730e-01   7.46288814e-02   1.18165041e-01
   -1.99338272e-02   1.73270290e-01]
 [  2.26956289e-01   9.80478270e-02   3.00550917e-02   8.47315875e-02
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   -5.13582587e-02  -1.58343063e-02]
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 [  2.50395790e-01   3.30015284e-01   2.46813261e-01   1.51066169e-01
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   -6.35354139e-02   1.30638897e-01  -1.14784617e-01  -1.52044218e-02
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 [  8.75969189e-03  -4.18774481e-01  -1.28307787e-01  -1.63137122e-01
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 [  8.88405461e-02  -2.74057779e-01  -1.65965343e-01  -5.14743041e-02
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 [ -1.12459863e-01   2.46542022e-02   2.66754079e-01   4.57757857e-03
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 [ -3.39174818e-01   5.52406622e-03   1.82649535e-02  -1.39215640e-02
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   -7.45149906e-02   8.48589281e-02]
 [  1.52893864e-01  -1.12750948e-02  -2.30079806e-01  -6.65634857e-02
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 [  2.19328909e-01  -2.09938310e-01   6.75715897e-02  -1.18360340e-02
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    1.21414681e-01  -1.65581954e-01]
 [ -1.02218645e-01  -8.22058820e-02   1.22462254e-01   1.12427852e-01
    2.13341520e-02  -1.16027545e-01   2.51384280e-01  -7.81695865e-02
    1.84122092e-01   1.23115142e-03]
 [ -3.61781387e-02  -2.11888383e-01   1.84485133e-01  -3.01646060e-01
   -2.22153090e-01   1.31161047e-01   1.13626909e-01  -1.22862652e-01
   -8.91082792e-03   1.86906591e-01]]
[[ 0.6239374 ]
 [ 1.7417924 ]
 [ 0.22417587]
 [ 0.87718302]
 [-2.76363138]
 [-0.27185598]
 [-1.77123508]
 [ 0.07048934]
 [ 0.68581272]
 [ 0.87865113]]
Progress: 48.2% ... Training loss: 0.265 ... Validation loss: 0.452[[  1.66109727e-01   2.65678242e-01  -1.03395972e-01   1.07852041e-01
   -4.62308906e-01  -7.06744243e-02  -8.39236528e-02   1.20346630e-01
   -5.04505250e-02   2.06514884e-01]
 [  8.33243078e-03   1.23585244e-01  -2.11722497e-02   4.05000263e-02
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    1.38015337e-01  -3.40133359e-02]
 [  2.07906567e-01   7.86041715e-01   1.45628178e-02  -4.45791182e-02
    7.81275005e-01  -2.48412459e-02  -9.53696930e-01  -4.05073307e-02
    6.47522217e-02   2.99590628e-01]
 [  6.70011052e-02  -4.09347929e-01  -1.87176486e-01   2.25241838e-01
   -1.80037369e-02   1.20689809e-01   2.28242513e-01   6.65641807e-02
    1.51839318e-01   3.25907018e-01]
 [ -2.89872986e-02   7.20240410e-02  -1.49114479e-01   4.04188843e-02
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   -1.95384061e-01  -5.55474668e-02]
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   -4.28242431e-02  -4.79795483e-02]
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   -4.19627230e-03  -4.63388629e-02   9.63724814e-02   1.16776053e-01
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   -7.52172126e-02   6.80607063e-02  -8.61770924e-02  -2.97269728e-02
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   -1.75430662e-02   4.71129310e-02]
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   -1.60686139e-01  -2.00926621e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87443091e-01  -3.54074978e-01   9.32423762e-02   2.09557002e-01
   -1.52526686e-01  -6.25065880e-02   1.11965491e-01  -2.61651348e-01
   -2.79833121e-01  -9.66596254e-02]
 [  9.41502726e-02  -2.12076532e-01  -2.54365838e-02   1.07679528e-01
   -5.32910297e-02  -8.60961529e-02   2.65482899e-01   1.79862815e-03
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 [  3.72618256e-02  -1.19678702e-01  -2.10591392e-01   1.49958234e-01
   -8.42970763e-02   8.13132147e-02  -2.70154553e-02  -2.00216196e-02
   -8.73317085e-02  -2.93251494e-03]
 [ -1.16186494e-01  -8.51554082e-02  -2.00018399e-01   1.65071022e-01
   -1.29656973e-02   1.31592357e-01   6.18459880e-03  -2.50238530e-01
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 [ -5.97447985e-02  -4.95434520e-02   2.79012328e-01   1.12663368e-01
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 [  6.25545972e-02  -9.61300242e-03   8.89381197e-02   9.13349088e-02
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   -2.33411989e-02  -5.41037006e-02]
 [  1.28434819e-02  -1.35280797e-01  -2.91751520e-01  -4.99630218e-02
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 [  5.37613467e-02  -3.94332444e-02  -1.13859495e-01   5.46377543e-02
   -1.45886967e-01   3.18155755e-01   2.71227005e-01   2.04972449e-01
   -1.51752795e-01  -5.09867136e-02]
 [  7.44985538e-04  -2.23589942e-02   1.22070284e-01   1.05652089e-01
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 [  1.15073592e-01   7.72163570e-02  -4.26565885e-02  -9.14066285e-02
   -1.27744196e-01  -3.32304554e-01   1.21166151e-01   8.86452185e-03
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   -1.80713823e-01  -3.78788669e-01]
 [ -1.57342686e-02  -4.50092567e-01  -3.05397990e-02  -7.06557507e-02
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 [  1.18916481e-02  -5.08234481e-01  -4.35058175e-02  -1.05016697e-01
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   -3.63089667e-01  -2.18669411e-01]
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   -6.92983913e-02   8.52344541e-02]
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   -9.32479878e-02  -1.40903768e-01]
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   -2.61797646e-01  -3.17316931e-02]
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 [  9.96165532e-02   2.48290885e-01   1.58958703e-01  -1.08697895e-01
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 [  3.53108608e-01   3.51679653e-01  -8.08526239e-02   3.10976300e-01
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 [  4.94113196e-02   1.26989035e-01   2.54279362e-01   2.49668442e-01
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 [  1.78092754e-02  -9.10542531e-02  -1.21763701e-01  -6.32309571e-02
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 [ -1.10176362e-03  -5.84738564e-02  -6.85770848e-02  -5.68332960e-02
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 [  3.04665214e-02   9.55303491e-02   2.44116346e-01   7.46354625e-02
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   -1.85666065e-01   1.06942666e-01]
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   -5.20892716e-02  -1.68162352e-02]
 [  4.84722725e-02   3.42919337e-02   1.89612894e-02   4.83222369e-02
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   -2.09432515e-01   3.00580589e-02]
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   -1.66544562e-01  -2.23476237e-01]
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   -7.49383770e-02   8.42489700e-02]
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    7.85705230e-02  -4.09622070e-02   5.26361207e-02  -1.35882270e-01
    1.20961350e-01  -1.66181160e-01]
 [ -1.02339137e-01  -8.24028656e-02   1.22435719e-01   1.12311477e-01
    2.15852363e-02  -1.16006692e-01   2.51487282e-01  -7.81796182e-02
    1.83988143e-01   1.09192146e-03]
 [ -3.67241230e-02  -2.13135214e-01   1.84271403e-01  -3.02526276e-01
   -2.22369543e-01   1.31423862e-01   1.14992116e-01  -1.22924519e-01
   -9.49153984e-03   1.86164135e-01]]
[[ 0.61394368]
 [ 1.73578848]
 [ 0.21681664]
 [ 0.86529541]
 [-2.76785362]
 [-0.28000618]
 [-1.78253122]
 [ 0.06209862]
 [ 0.67593353]
 [ 0.86864375]]
Progress: 48.3% ... Training loss: 0.272 ... Validation loss: 0.460[[  1.68061577e-01   2.70529965e-01  -1.02736479e-01   1.10444619e-01
   -4.67200109e-01  -7.14947541e-02  -8.86873937e-02   1.20538096e-01
   -4.84873494e-02   2.08992180e-01]
 [  8.57074686e-03   1.24214303e-01  -2.10895924e-02   4.08374473e-02
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    1.38262461e-01  -3.36749513e-02]
 [  2.03036488e-01   7.76519858e-01   1.27249841e-02  -5.17226381e-02
    7.94580015e-01  -2.26289344e-02  -9.45059212e-01  -4.10205154e-02
    5.90049688e-02   2.92094170e-01]
 [  6.99749441e-02  -4.04463012e-01  -1.86090257e-01   2.29695847e-01
   -3.11275517e-02   1.19274880e-01   2.22669384e-01   6.68598569e-02
    1.55160682e-01   3.30187640e-01]
 [ -3.16314173e-02   6.57232107e-02  -1.50031071e-01   3.65670358e-02
   -7.18023748e-02  -1.78981795e-01   1.07032909e-01  -1.17263795e-01
   -1.97948995e-01  -5.93488044e-02]
 [ -4.04493279e-01  -6.82126310e-01  -3.05466078e-01   1.37504202e-01
   -1.77144232e-01   4.52984841e-02   3.90631262e-01  -4.09271129e-02
   -4.18180103e-02  -4.67338315e-02]
 [  3.96458643e-05  -2.50423114e-01   1.14202254e-02   9.79719486e-02
   -5.20305514e-02  -7.35291041e-02   1.74557273e-01  -1.91031609e-01
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   -7.63247186e-03  -4.65710016e-02   9.45869060e-02   1.16834069e-01
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   -8.15662934e-02   6.73855103e-02  -8.99581809e-02  -2.95758631e-02
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   -1.56646159e-02   4.94888512e-02]
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   -1.60511173e-01  -2.00682690e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
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 [ -2.87313145e-01  -3.54154665e-01   9.33049701e-02   2.09804288e-01
   -1.53003034e-01  -6.25936565e-02   1.11963646e-01  -2.61634985e-01
   -2.79637203e-01  -9.64655974e-02]
 [  9.47827239e-02  -2.10994559e-01  -2.52185293e-02   1.08491741e-01
   -5.44587119e-02  -8.63646562e-02   2.64448455e-01   1.86302312e-03
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 [  3.75456026e-02  -1.18887124e-01  -2.10486449e-01   1.50355813e-01
   -8.40080805e-02   8.12196205e-02  -2.76143449e-02  -1.99910910e-02
   -8.70120140e-02  -2.52464819e-03]
 [ -1.16670582e-01  -8.63015730e-02  -2.00189034e-01   1.64411019e-01
   -1.07755473e-02   1.31791728e-01   7.43147788e-03  -2.50276363e-01
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 [ -5.88196010e-02  -4.73609113e-02   2.79310124e-01   1.13984378e-01
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 [  6.20319662e-02  -1.10582404e-02   8.87183265e-02   9.04485279e-02
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   -2.40448246e-02  -5.50165848e-02]
 [  1.28822388e-02  -1.35332376e-01  -2.91759474e-01  -4.99251730e-02
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 [  5.35628956e-02  -4.00443974e-02  -1.13927953e-01   5.43483972e-02
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   -1.80563175e-01  -3.78600449e-01]
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 [  1.20805692e-02  -5.08083188e-01  -4.34338093e-02  -1.04736115e-01
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   -3.62876004e-01  -2.18404305e-01]
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   -6.87014748e-02   8.59915988e-02]
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   -9.27856274e-02  -1.40336304e-01]
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   -1.94990011e-02  -1.30697864e-01]
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 [  3.53137217e-01   3.50855270e-01  -8.08544403e-02   3.10889460e-01
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 [  4.94890797e-02   1.27106810e-01   2.54309151e-01   2.49781466e-01
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   -1.36912845e-01  -2.87376303e-01]
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   -1.85680543e-01   1.06898903e-01]
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   -1.52235236e-02  -8.48937190e-02]
 [ -8.03124489e-03   1.15851875e-01   8.49850348e-02  -3.02100635e-02
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   -2.05009022e-02   1.72571302e-01]
 [  2.26041585e-01   9.59272918e-02   2.97356112e-02   8.33841957e-02
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   -5.23767859e-02  -1.71676538e-02]
 [  4.84019653e-02   3.43893868e-02   1.89419343e-02   4.82075579e-02
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   -2.09511510e-01   2.99569204e-02]
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   -1.66390494e-01  -2.23279606e-01]
 [  8.87827199e-02  -2.75076487e-01  -1.65977683e-01  -5.16277982e-02
   -6.20861934e-02  -3.63735798e-02   1.51247344e-01  -1.58217346e-01
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 [ -1.12851557e-01   2.36221006e-02   2.66629745e-01   4.00379356e-03
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   -1.04609845e-01  -5.14781473e-02]
 [ -3.38874545e-01   5.57228988e-03   1.83976389e-02  -1.34205504e-02
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   -7.40856647e-02   8.53039507e-02]
 [  1.53199127e-01  -1.02748563e-02  -2.29999041e-01  -6.61288988e-02
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 [ -1.00727805e-01  -7.90056022e-02   1.23011892e-01   1.14522390e-01
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    1.85774628e-01   3.21583922e-03]
 [ -3.62722243e-02  -2.12969472e-01   1.84387783e-01  -3.01867863e-01
   -2.25071053e-01   1.31210667e-01   1.14213511e-01  -1.22880188e-01
   -8.98132322e-03   1.86862687e-01]]
[[ 0.62147848]
 [ 1.73537533]
 [ 0.22619454]
 [ 0.87723837]
 [-2.76459572]
 [-0.26959278]
 [-1.76226657]
 [ 0.07326635]
 [ 0.68881272]
 [ 0.87946348]]
Progress: 48.4% ... Training loss: 0.265 ... Validation loss: 0.456[[  1.69196495e-01   2.73557771e-01  -1.02314228e-01   1.11917392e-01
   -4.68611841e-01  -7.19665457e-02  -9.19126222e-02   1.20667937e-01
   -4.72278606e-02   2.10575543e-01]
 [  8.33296462e-03   1.23564986e-01  -2.11906182e-02   4.05003053e-02
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    1.37947361e-01  -3.40453575e-02]
 [  2.03226011e-01   7.77309290e-01   1.27220235e-02  -5.12807415e-02
    7.93209925e-01  -2.27579697e-02  -9.46163542e-01  -4.09905506e-02
    5.93859568e-02   2.92716595e-01]
 [  6.88534516e-02  -4.06918976e-01  -1.86362126e-01   2.28377960e-01
   -2.35804441e-02   1.19750241e-01   2.25601224e-01   6.67413766e-02
    1.54010291e-01   3.28911561e-01]
 [ -3.24437991e-02   6.38879049e-02  -1.50256739e-01   3.54004624e-02
   -6.76828815e-02  -1.78551602e-01   1.09198514e-01  -1.17364780e-01
   -1.98843547e-01  -6.05592934e-02]
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   -4.10706313e-02  -4.59544557e-02]
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   -5.30543439e-02  -7.36759846e-02   1.74126273e-01  -1.91000500e-01
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   -1.05495659e-02  -4.67989153e-02   9.26992920e-02   1.16891473e-01
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   -7.88135382e-02   6.77922830e-02  -8.70845645e-02  -2.96987321e-02
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 [  1.82139225e-02  -4.65298600e-01   7.01435363e-02  -3.73962522e-02
   -2.42937693e-01  -1.03000812e-01   2.45466091e-01  -1.12601643e-01
   -1.61391090e-02   4.86602496e-02]
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   -1.60880360e-01  -2.01177461e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87309823e-01  -3.54210720e-01   9.33048484e-02   2.09772134e-01
   -1.53337962e-01  -6.25884187e-02   1.12015949e-01  -2.61635694e-01
   -2.79679936e-01  -9.65080102e-02]
 [  9.51796194e-02  -2.10015980e-01  -2.50721265e-02   1.09046876e-01
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 [ -3.59923593e-02  -2.12152778e-01   1.84444133e-01  -3.01554625e-01
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[[ 0.62349877]
 [ 1.73802692]
 [ 0.22914364]
 [ 0.87884761]
 [-2.76298749]
 [-0.2662389 ]
 [-1.75987253]
 [ 0.07463468]
 [ 0.68790962]
 [ 0.88018945]]
Progress: 48.4% ... Training loss: 0.264 ... Validation loss: 0.455[[  1.69434125e-01   2.74903076e-01  -1.02127803e-01   1.12307833e-01
   -4.69755469e-01  -7.20508710e-02  -9.27350068e-02   1.20705230e-01
   -4.67582507e-02   2.11080646e-01]
 [  8.39884253e-03   1.23625665e-01  -2.11499781e-02   4.06503745e-02
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 [  2.04712986e-01   7.81068615e-01   1.33799738e-02  -4.91216124e-02
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    6.13858105e-02   2.94829322e-01]
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 [ -3.08526797e-02   6.76127525e-02  -1.49599422e-01   3.77782394e-02
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   -4.13335060e-02  -4.63187188e-02]
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   -1.60704623e-01  -2.01160907e-01]
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 [  4.97738649e-02   1.27530844e-01   2.54448063e-01   2.50204809e-01
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   -1.50074459e-02  -8.46035364e-02]
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   -6.39427829e-02   1.79179206e-01   7.65097073e-02   1.18044970e-01
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 [  2.25967200e-01   9.56429246e-02   2.97101849e-02   8.33201527e-02
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   -5.23986048e-02  -1.72075915e-02]
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 [  9.04382877e-02  -2.70731714e-01  -1.65326404e-01  -4.89909649e-02
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 [ -3.38410752e-01   6.99507983e-03   1.85388687e-02  -1.30695612e-02
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   -7.35882214e-02   8.54860671e-02]
 [  1.53446227e-01  -9.56029820e-03  -2.29829561e-01  -6.56243254e-02
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 [  2.18170139e-01  -2.13633071e-01   6.71454873e-02  -1.35274608e-02
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 [ -1.02436535e-01  -8.37872069e-02   1.22362419e-01   1.11965874e-01
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    1.83813708e-01   6.95141808e-04]
 [ -3.79176091e-02  -2.16677920e-01   1.83735783e-01  -3.04343365e-01
   -2.18824252e-01   1.31928615e-01   1.18315788e-01  -1.23091986e-01
   -1.05974180e-02   1.84820192e-01]]
[[ 0.62578526]
 [ 1.74353967]
 [ 0.23046266]
 [ 0.88043144]
 [-2.76477079]
 [-0.26791844]
 [-1.76357356]
 [ 0.07482964]
 [ 0.6874686 ]
 [ 0.88028405]]
Progress: 48.5% ... Training loss: 0.262 ... Validation loss: 0.450[[  1.71723346e-01   2.80958918e-01  -1.01246869e-01   1.15517193e-01
   -4.75086972e-01  -7.30423022e-02  -9.91475060e-02   1.20980882e-01
   -4.41680565e-02   2.14156056e-01]
 [  8.56025875e-03   1.23892905e-01  -2.10856641e-02   4.08650452e-02
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 [  2.04641199e-01   7.81180291e-01   1.33930326e-02  -4.90818469e-02
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    6.13250879e-02   2.94576043e-01]
 [  6.79822192e-02  -4.09920540e-01  -1.86652478e-01   2.27221055e-01
   -1.95682111e-02   1.19984067e-01   2.28727888e-01   6.66487760e-02
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 [ -3.09904680e-02   6.83605478e-02  -1.49665420e-01   3.78289594e-02
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   -1.97420063e-01  -5.86965355e-02]
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   -4.12829434e-02  -4.61985431e-02]
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   -7.48034105e-02   6.82381985e-02  -8.36421443e-02  -2.98276649e-02
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   -1.60576708e-01  -2.01028744e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
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   -2.79878536e-01  -9.66737667e-02]
 [  9.46859201e-02  -2.10794800e-01  -2.52230117e-02   1.08435870e-01
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   -8.62003056e-02  -1.64834776e-03]
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 [ -6.08221091e-02  -5.27039557e-02   2.78573790e-01   1.11150336e-01
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   -2.08302095e-02  -5.08176690e-02]
 [  1.13801699e-02  -1.39416648e-01  -2.92331650e-01  -5.21778959e-02
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 [  5.58620962e-02  -3.41646297e-02  -1.13053611e-01   5.77221290e-02
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   -1.29508215e-01  -3.32459143e-01   1.20916667e-01   8.87494248e-03
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   -1.80593447e-01  -3.78610738e-01]
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 [  1.17928025e-02  -5.09324266e-01  -4.35416349e-02  -1.05156258e-01
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   -3.63228722e-01  -2.18836021e-01]
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 [  3.53553428e-01   3.51346880e-01  -8.07153548e-02   3.11324116e-01
   -8.92098047e-01  -2.87047755e-01  -4.90839453e-01   1.77228022e-01
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 [  4.98598340e-02   1.27849345e-01   2.54473641e-01   2.50281742e-01
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   -2.12251544e-02   1.71642270e-01]
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   -5.22777671e-02  -1.70465607e-02]
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   -1.66422571e-01  -2.23318364e-01]
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   -7.34164507e-02   8.55576151e-02]
 [  1.53756458e-01  -8.42811204e-03  -2.29679048e-01  -6.51558491e-02
    9.23030150e-02  -3.04063725e-01   7.76043342e-02  -1.65779950e-01
    1.24655699e-02  -1.72195431e-01]
 [  2.19164746e-01  -2.12063436e-01   6.75225085e-02  -1.21398503e-02
    7.97830513e-02  -4.10214370e-02   5.24352881e-02  -1.35841624e-01
    1.21135114e-01  -1.66133105e-01]
 [ -1.02177787e-01  -8.29738723e-02   1.22464582e-01   1.12337944e-01
    1.98758869e-02  -1.16066924e-01   2.51353800e-01  -7.81990200e-02
    1.84066546e-01   9.71956069e-04]
 [ -3.82761840e-02  -2.17772965e-01   1.83577916e-01  -3.05020329e-01
   -2.17859419e-01   1.32109252e-01   1.19602227e-01  -1.23141279e-01
   -1.10459983e-02   1.84302911e-01]]
[[ 0.63177761]
 [ 1.74839002]
 [ 0.23319844]
 [ 0.88694061]
 [-2.76359871]
 [-0.26425566]
 [-1.75952815]
 [ 0.08045978]
 [ 0.69431712]
 [ 0.886622  ]]
Progress: 48.5% ... Training loss: 0.263 ... Validation loss: 0.451[[  1.71416985e-01   2.79651457e-01  -1.01426691e-01   1.14960603e-01
   -4.72028218e-01  -7.28200018e-02  -9.82528377e-02   1.20909181e-01
   -4.46541806e-02   2.13621988e-01]
 [  8.28296584e-03   1.23385085e-01  -2.11942442e-02   4.04342848e-02
    9.24232946e-02  -4.79218345e-03   3.38427579e-01   4.03901137e-02
    1.37901501e-01  -3.40807021e-02]
 [  2.04281751e-01   7.78119500e-01   1.32542362e-02  -4.94348431e-02
    7.89551632e-01  -2.31713779e-02  -9.46987625e-01  -4.08562563e-02
    6.09806346e-02   2.94013059e-01]
 [  6.64626394e-02  -4.15501882e-01  -1.87307864e-01   2.25207454e-01
   -1.22441625e-02   1.20576422e-01   2.33477833e-01   6.64747790e-02
    1.51660266e-01   3.25936724e-01]
 [ -3.02444780e-02   6.95661897e-02  -1.49304255e-01   3.91126736e-02
   -7.95401610e-02  -1.79412221e-01   1.05270683e-01  -1.17085294e-01
   -1.96395106e-01  -5.75689338e-02]
 [ -4.03528183e-01  -6.78392548e-01  -3.05215125e-01   1.38368514e-01
   -1.81637312e-01   4.49739989e-02   3.86868501e-01  -4.08252665e-02
   -4.10889265e-02  -4.58897370e-02]
 [  5.77167274e-04  -2.49728305e-01   1.16151777e-02   9.88920360e-02
   -5.20104579e-02  -7.36572887e-02   1.73291012e-01  -1.90993710e-01
    2.05327069e-01   4.98065936e-02]
 [  1.07171054e-01  -2.93586922e-01   3.05076971e-02  -7.82443636e-02
   -1.46445972e-02  -4.72532785e-02   9.05235412e-02   1.17017367e-01
    7.80480549e-02  -2.44921107e-02]
 [ -1.76643420e-01  -1.91769533e-01  -3.02160312e-01  -1.94900531e-02
   -8.11872253e-02   6.75897877e-02  -8.73981098e-02  -2.96271697e-02
    2.69444157e-01  -1.32038948e-01]
 [  1.89857969e-02  -4.63191160e-01   7.03896172e-02  -3.67457733e-02
   -2.46869938e-01  -1.03077960e-01   2.42847575e-01  -1.12555360e-01
   -1.54675144e-02   4.95844600e-02]
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   -1.20003244e-01   9.00424071e-03   2.29662053e-01  -1.01960903e-01
    4.32448993e-03  -1.05265411e-01]
 [ -1.18818968e-01  -2.24260209e-01  -6.79717546e-02   2.02010503e-02
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   -1.60733347e-01  -2.01291982e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87909220e-01  -3.54757778e-01   9.30256864e-02   2.08646407e-01
   -1.51758210e-01  -6.22749961e-02   1.12672348e-01  -2.61721368e-01
   -2.80513146e-01  -9.74320814e-02]
 [  9.44710921e-02  -2.11032404e-01  -2.53133003e-02   1.08064650e-01
   -5.33394926e-02  -8.62241020e-02   2.64630752e-01   1.82425557e-03
    1.91633259e-02  -6.33869105e-03]
 [  3.91773959e-02  -1.15488405e-01  -2.09918417e-01   1.52512586e-01
   -8.96431041e-02   8.05028257e-02  -3.17522817e-02  -1.97800068e-02
   -8.52088830e-02  -4.57816489e-04]
 [ -1.15056900e-01  -8.22348684e-02  -1.99590503e-01   1.66636419e-01
   -1.33529056e-02   1.31204737e-01   3.64687521e-03  -2.50113925e-01
    7.91975726e-02  -1.86250051e-01]
 [ -6.10449557e-02  -5.35766988e-02   2.78441609e-01   1.10791297e-01
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    8.43245494e-02   5.04375854e-02]
 [  6.39922466e-02  -5.79747270e-03   8.94808179e-02   9.35296696e-02
    7.13555032e-03  -1.81515046e-02   1.89536536e-01   1.20485998e-01
   -2.17223485e-02  -5.19331972e-02]
 [  1.09907227e-02  -1.40631846e-01  -2.92481595e-01  -5.27587614e-02
    8.93300081e-02  -9.28895716e-02   1.19808289e-01   1.62610548e-01
    1.07836397e-01  -3.19947990e-02]
 [  5.51265457e-02  -3.61687368e-02  -1.13329808e-01   5.66274949e-02
   -1.52299018e-01   3.17563542e-01   2.67390572e-01   2.05124319e-01
   -1.50210081e-01  -4.93190743e-02]
 [  3.14798378e-03  -1.67706292e-02   1.22972789e-01   1.09004932e-01
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 [  1.15262335e-01   7.74016263e-02  -4.25892720e-02  -9.12146606e-02
   -1.29099139e-01  -3.32404347e-01   1.21295954e-01   8.85869453e-03
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 [ -1.03505738e-01  -6.25560373e-02  -1.58667609e-02   2.28620847e-02
   -4.53415226e-02  -2.04981158e-01  -5.00867228e-02  -2.02371575e-02
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 [ -1.67128207e-01  -1.38053626e-01  -2.05978243e-01  -3.06006841e-02
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   -1.75405522e-02   3.04831098e-02]
 [ -3.02028065e-02  -1.41071067e-01  -7.48630016e-02  -1.25152656e-01
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   -1.80685425e-01  -3.78722651e-01]
 [ -1.59306611e-02  -4.51261296e-01  -3.06198757e-02  -7.09644615e-02
    6.49816695e-01   9.96643288e-02   5.74146702e-01   9.15348453e-02
    3.15067892e-02  -3.86451740e-01]
 [  1.16045582e-02  -5.09804463e-01  -4.36126789e-02  -1.05428689e-01
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   -3.63465664e-01  -2.19139472e-01]
 [ -1.74400103e-01  -6.45613501e-01  -1.05311271e-02  -2.04623647e-01
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   -6.89029312e-02   8.57468824e-02]
 [ -3.03639304e-01  -4.75357381e-01   5.34543200e-02  -5.34490481e-02
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   -9.33771933e-02  -1.41074218e-01]
 [ -2.13115789e-01  -3.55929630e-01   2.49603619e-01  -2.48466101e-01
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   -2.62034792e-01  -3.19975194e-02]
 [ -1.41263680e-01  -2.60242276e-01  -1.84810601e-01  -1.14097816e-01
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   -1.90392415e-02  -1.30043092e-01]
 [  9.98652521e-02   2.49394802e-01   1.59073033e-01  -1.08313153e-01
   -7.12456693e-02   5.52431409e-02  -1.46893275e-01   2.81112908e-01
    6.21309819e-02   1.67558687e-01]
 [  3.53719862e-01   3.50983594e-01  -8.06667701e-02   3.11487046e-01
   -8.91891495e-01  -2.87105006e-01  -4.90624340e-01   1.77246510e-01
    3.92135499e-01  -2.05647631e-02]
 [  4.98325101e-02   1.27913265e-01   2.54476808e-01   2.50223912e-01
   -6.04096543e-02  -1.97479026e-01  -1.80324923e-01  -1.32883296e-01
   -1.36556377e-01  -2.86901385e-01]
 [  1.76186768e-02  -9.18928283e-02  -1.21858987e-01  -6.35645163e-02
    2.31947051e-01   4.19957705e-02   4.61816502e-03  -1.85759607e-01
    2.54285492e-02   1.98231145e-01]
 [ -1.31757658e-04  -5.58078430e-02  -6.82068612e-02  -5.55213274e-02
   -1.74959821e-02  -1.77799484e-01   8.45020179e-02   9.51484564e-03
    3.33714174e-02  -2.84560798e-04]
 [  3.10863591e-02   9.74243902e-02   2.44275902e-01   7.54357496e-02
   -2.35259233e-01  -1.37306426e-01   8.61302853e-02   3.93859210e-02
   -1.85060554e-01   1.07710298e-01]
 [  7.58966250e-02   5.66900730e-02   1.08175777e-01   9.93977402e-03
   -2.46048123e-01   6.63927349e-02   3.76258110e-02  -2.70950944e-01
   -1.56225141e-02  -8.54039921e-02]
 [ -7.90464979e-03   1.16858332e-01   8.50050756e-02  -3.01151225e-02
   -6.57540955e-02   1.78918245e-01   7.48576647e-02   1.18126192e-01
   -2.04822315e-02   1.72628787e-01]
 [  2.26249587e-01   9.59683486e-02   2.98200035e-02   8.37285791e-02
    1.71776647e-03  -2.56333930e-02  -2.03883370e-01   1.48577377e-01
   -5.20570701e-02  -1.67293034e-02]
 [  4.89492092e-02   3.56556844e-02   1.91309625e-02   4.88961322e-02
   -4.54327390e-01  -1.25593179e-01  -2.35648285e-01   4.15351422e-02
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 [  5.72449225e-02   4.94510286e-01   1.27242997e-01   4.35833095e-01
   -1.27145284e+00  -3.03260476e-01  -5.67190839e-01  -7.11255496e-02
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 [  1.81307714e-01   5.01917529e-01   6.86496373e-02   4.36234649e-01
   -1.04623099e+00  -8.42355881e-02  -4.39909100e-01   1.51458080e-01
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 [  2.49199856e-01   3.27731378e-01   2.46434005e-01   1.49782721e-01
   -5.02263929e-01   8.04582429e-02  -2.27283625e-01   1.62249779e-01
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 [ -7.26455958e-02   2.41218185e-01   2.41446290e-01   1.77834811e-02
   -6.80696971e-02   1.30286676e-01  -1.17163650e-01  -1.51147566e-02
   -3.14549070e-02   5.18363051e-02]
 [ -9.90193280e-02   1.29744325e-02   2.43009793e-02   9.32406107e-02
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   -2.74383564e-01  -9.25607620e-02]
 [ -2.24081868e-01  -4.26638044e-02  -9.49620473e-02  -3.48013781e-01
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   -2.09688553e-01   2.97451663e-02]
 [  9.06566325e-03  -4.18642258e-01  -1.28212687e-01  -1.62732775e-01
    3.72112533e-01   2.56267793e-02   1.98068957e-01   1.52207635e-01
   -1.66398218e-01  -2.23304078e-01]
 [  9.00781288e-02  -2.71066674e-01  -1.65565874e-01  -4.96391110e-02
   -7.25029623e-02  -3.68651055e-02   1.47373897e-01  -1.58076147e-01
    9.55793842e-02  -1.89052968e-01]
 [ -1.12028074e-01   2.52239353e-02   2.66924125e-01   5.08924310e-03
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   -1.03903419e-01  -5.02546193e-02]
 [ -3.38126891e-01   7.73749569e-03   1.86754386e-02  -1.25770346e-02
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   -7.31771564e-02   8.58987449e-02]
 [  1.54114660e-01  -7.70315820e-03  -2.29529500e-01  -6.45959491e-02
    9.04618287e-02  -3.04211548e-01   7.69266173e-02  -1.65727545e-01
    1.28673359e-02  -1.71618368e-01]
 [  2.18440884e-01  -2.13875908e-01   6.72502388e-02  -1.32162236e-02
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    1.20268361e-01  -1.67395514e-01]
 [ -1.01908840e-01  -8.31620670e-02   1.22555845e-01   1.12706389e-01
    2.15452946e-02  -1.16118160e-01   2.51332023e-01  -7.81786053e-02
    1.84333630e-01   1.33577342e-03]
 [ -3.64086429e-02  -2.13182343e-01   1.84238433e-01  -3.02413129e-01
   -2.25146970e-01   1.31315761e-01   1.15201139e-01  -1.22918393e-01
   -9.02248448e-03   1.86836115e-01]]
[[ 0.63159382]
 [ 1.7495748 ]
 [ 0.23346953]
 [ 0.88700064]
 [-2.76376756]
 [-0.26245851]
 [-1.7575634 ]
 [ 0.08054687]
 [ 0.69617467]
 [ 0.88729168]]
Progress: 48.5% ... Training loss: 0.263 ... Validation loss: 0.450[[  1.69182028e-01   2.74410112e-01  -1.02246212e-01   1.11779121e-01
   -4.62438826e-01  -7.18969341e-02  -9.22482634e-02   1.20623037e-01
   -4.70418263e-02   2.10876359e-01]
 [  8.61053183e-03   1.24128102e-01  -2.10584227e-02   4.09592230e-02
    9.10986193e-02  -4.94666468e-03   3.37880907e-01   4.04361330e-02
    1.38292285e-01  -3.36034434e-02]
 [  2.01262055e-01   7.71665439e-01   1.20698134e-02  -5.40221451e-02
    8.00271175e-01  -2.18833742e-02  -9.41585389e-01  -4.12592854e-02
    5.74963823e-02   2.89742653e-01]
 [  6.59682137e-02  -4.17798413e-01  -1.87426405e-01   2.24702360e-01
   -1.09062892e-02   1.20871853e-01   2.36234553e-01   6.63896312e-02
    1.51069293e-01   3.25333062e-01]
 [ -3.06024846e-02   6.87510067e-02  -1.49368303e-01   3.88058361e-02
   -7.96811476e-02  -1.79391265e-01   1.06875462e-01  -1.17092110e-01
   -1.96698626e-01  -5.78959084e-02]
 [ -4.03367485e-01  -6.77348772e-01  -3.05118673e-01   1.38718204e-01
   -1.82629463e-01   4.49047999e-02   3.86353070e-01  -4.07998903e-02
   -4.08437878e-02  -4.56042870e-02]
 [ -9.45680346e-04  -2.53856716e-01   1.10336137e-02   9.67030623e-02
   -4.60650503e-02  -7.30782831e-02   1.77390522e-01  -1.91183089e-01
    2.03648232e-01   4.77545103e-02]
 [  1.05950398e-01  -2.96556986e-01   3.00397887e-02  -8.00432681e-02
   -1.17228872e-02  -4.67319564e-02   9.30436610e-02   1.16853218e-01
    7.66936908e-02  -2.61400784e-02]
 [ -1.75952355e-01  -1.90915441e-01  -3.01870210e-01  -1.83929195e-02
   -8.49033676e-02   6.72763230e-02  -8.82804898e-02  -2.95325172e-02
    2.70220318e-01  -1.31014615e-01]
 [  1.65766628e-02  -4.68599211e-01   6.94745757e-02  -4.02485852e-02
   -2.39590784e-01  -1.02069911e-01   2.47958242e-01  -1.12868148e-01
   -1.81848265e-02   4.63301005e-02]
 [ -7.61464994e-02  -1.26526281e-01   6.21080526e-03  -1.23247740e-01
   -1.21759124e-01   8.76516118e-03   2.29378485e-01  -1.01898604e-01
    4.89266128e-03  -1.04590192e-01]
 [ -1.18720423e-01  -2.24665316e-01  -6.78978164e-02   2.04970478e-02
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   -1.60596109e-01  -2.01103109e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
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 [ -3.65288983e-02  -2.13526688e-01   1.84150371e-01  -3.02762329e-01
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[[ 0.62305948]
 [ 1.74245611]
 [ 0.22798237]
 [ 0.87995732]
 [-2.77040546]
 [-0.26669734]
 [-1.7608145 ]
 [ 0.075214  ]
 [ 0.68898655]
 [ 0.87907652]]
Progress: 48.6% ... Training loss: 0.264 ... Validation loss: 0.452[[  1.70144576e-01   2.76709848e-01  -1.01921298e-01   1.13132982e-01
   -4.66460260e-01  -7.22711648e-02  -9.46446120e-02   1.20732075e-01
   -4.60060324e-02   2.12128076e-01]
 [  8.62734895e-03   1.24197648e-01  -2.10707410e-02   4.09310126e-02
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 [  2.02119905e-01   7.71487650e-01   1.23784632e-02  -5.27421203e-02
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 [  6.45558229e-02  -4.21452270e-01  -1.87907673e-01   2.23003798e-01
   -5.62294720e-03   1.21447166e-01   2.39641026e-01   6.62246614e-02
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 [ -3.07147781e-02   6.89258949e-02  -1.49368374e-01   3.87518784e-02
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   -1.60318696e-01  -2.00719860e-01]
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 [  1.14655628e-02  -5.11075744e-01  -4.36921281e-02  -1.05655887e-01
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 [  3.50761546e-01   3.43357802e-01  -8.18278161e-02   3.07130861e-01
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 [  4.95175376e-02   1.27216870e-01   2.54346781e-01   2.49750408e-01
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   -1.84504491e-01   1.08392897e-01]
 [  7.58226080e-02   5.64174934e-02   1.08152610e-01   9.85952037e-03
   -2.45760275e-01   6.64252290e-02   3.76585352e-02  -2.70963550e-01
   -1.57000740e-02  -8.55637881e-02]
 [ -8.06481020e-03   1.16949884e-01   8.49324188e-02  -3.03333584e-02
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   -2.06606276e-02   1.72404573e-01]
 [  2.26517996e-01   9.63838442e-02   2.99137209e-02   8.40917565e-02
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   -5.17453684e-02  -1.63331712e-02]
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 [  2.49393703e-01   3.28319325e-01   2.46533570e-01   1.50142234e-01
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   -1.66616727e-01  -2.23582558e-01]
 [  8.88414833e-02  -2.74841017e-01  -1.66105335e-01  -5.14937428e-02
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   -1.04472436e-01  -5.09069208e-02]
 [ -3.36487214e-01   1.11667653e-02   1.92942923e-02  -1.01577889e-02
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 [  1.53071262e-01  -1.05059488e-02  -2.29847817e-01  -6.58054708e-02
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 [  2.18279237e-01  -2.15164407e-01   6.71626160e-02  -1.35067851e-02
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 [ -1.02275431e-01  -8.40228719e-02   1.22431540e-01   1.12191130e-01
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    1.83944611e-01   8.46178081e-04]
 [ -3.63870850e-02  -2.12368809e-01   1.84201987e-01  -3.02620307e-01
   -2.28583891e-01   1.31345408e-01   1.14877905e-01  -1.22939922e-01
   -8.97486918e-03   1.87006832e-01]]
[[ 0.62089957]
 [ 1.74356944]
 [ 0.22797803]
 [ 0.87865596]
 [-2.76551452]
 [-0.26588385]
 [-1.75936373]
 [ 0.07538572]
 [ 0.68678171]
 [ 0.87928744]]
Progress: 48.6% ... Training loss: 0.264 ... Validation loss: 0.452[[  1.69180026e-01   2.73807959e-01  -1.02263669e-01   1.11946375e-01
   -4.62505547e-01  -7.17091129e-02  -9.20978364e-02   1.20619121e-01
   -4.70407724e-02   2.11022027e-01]
 [  8.92615046e-03   1.24696667e-01  -2.09622764e-02   4.13484367e-02
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    1.38606011e-01  -3.31805623e-02]
 [  2.02850612e-01   7.71536643e-01   1.25829645e-02  -5.17572498e-02
    7.98536679e-01  -2.24256531e-02  -9.43354599e-01  -4.10825038e-02
    5.93139048e-02   2.92329721e-01]
 [  6.14392644e-02  -4.27942102e-01  -1.89096449e-01   2.18678900e-01
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    1.46274974e-01   3.19060024e-01]
 [ -2.96764868e-02   6.97465876e-02  -1.48957827e-01   4.04501066e-02
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   -1.95443161e-01  -5.63261132e-02]
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   -4.05943340e-02  -4.54095383e-02]
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   -8.54440318e-03  -4.63547952e-02   9.51145728e-02   1.16755396e-01
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   -8.93343407e-02   6.69823788e-02  -8.95868585e-02  -2.94464745e-02
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   -1.68721440e-02   4.77247358e-02]
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   -1.61550817e-01  -2.02161803e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87803327e-01  -3.54529518e-01   9.30731511e-02   2.08817387e-01
   -1.52277486e-01  -6.23111162e-02   1.12219261e-01  -2.61707558e-01
   -2.80386193e-01  -9.73719505e-02]
 [  9.42115764e-02  -2.11149210e-01  -2.53971373e-02   1.07813863e-01
   -5.32396833e-02  -8.61035514e-02   2.65107955e-01   1.79635699e-03
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 [  3.88914250e-02  -1.16038819e-01  -2.10021309e-01   1.52138310e-01
   -8.87807777e-02   8.06036779e-02  -3.10336719e-02  -1.98138236e-02
   -8.54786391e-02  -8.78903563e-04]
 [ -1.14173278e-01  -8.04196833e-02  -1.99236847e-01   1.67943811e-01
   -1.70204465e-02   1.30832222e-01   1.55470370e-03  -2.50008227e-01
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 [  6.21531149e-02  -1.14848894e-02   8.87362786e-02   9.06985841e-02
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   -2.38379479e-02  -5.46266013e-02]
 [  1.03176306e-02  -1.42336679e-01  -2.92758309e-01  -5.36822028e-02
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 [  5.64681004e-02  -3.25397182e-02  -1.12772133e-01   5.87797120e-02
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   -1.48516370e-01  -4.71921161e-02]
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   -1.80477640e-01  -3.78467194e-01]
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 [  1.15835245e-02  -5.11029912e-01  -4.36526231e-02  -1.05519689e-01
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   -3.63554095e-01  -2.19240870e-01]
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   -9.27997937e-02  -1.40351341e-01]
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   -2.61826822e-01  -3.17148100e-02]
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   -1.83739392e-02  -1.29126490e-01]
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 [  3.50406941e-01   3.42629944e-01  -8.19935678e-02   3.06586170e-01
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 [  4.96500779e-02   1.27508496e-01   2.54399358e-01   2.49941402e-01
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 [  1.78743012e-02  -9.13612385e-02  -1.21765922e-01  -6.31466536e-02
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   -1.84409756e-01   1.08539366e-01]
 [  7.57179357e-02   5.62841266e-02   1.08110498e-01   9.71754365e-03
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   -1.58365457e-02  -8.57185114e-02]
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   -5.17592209e-02  -1.63113084e-02]
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   -3.04863980e-02   5.31292487e-02]
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   -1.67020775e-01  -2.24068742e-01]
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   -1.03965499e-01  -5.02255453e-02]
 [ -3.36408482e-01   1.14603225e-02   1.93172005e-02  -1.00791498e-02
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   -7.12598154e-02   8.83280161e-02]
 [  1.52941262e-01  -1.07837034e-02  -2.29850015e-01  -6.57028734e-02
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    1.17860391e-02  -1.73042467e-01]
 [  2.18355333e-01  -2.15931315e-01   6.71703985e-02  -1.33604085e-02
    8.52682319e-02  -4.05945632e-02   5.56749905e-02  -1.35956941e-01
    1.20126856e-01  -1.67462609e-01]
 [ -1.02237617e-01  -8.38035380e-02   1.22454614e-01   1.12264332e-01
    2.23589148e-02  -1.16035272e-01   2.51903919e-01  -7.82174006e-02
    1.83964738e-01   9.22405108e-04]
 [ -3.73894855e-02  -2.15457223e-01   1.83796999e-01  -3.04213445e-01
   -2.25537259e-01   1.31807304e-01   1.17801157e-01  -1.23071954e-01
   -1.02092297e-02   1.85472175e-01]]
[[ 0.62029335]
 [ 1.74565834]
 [ 0.22875534]
 [ 0.87783643]
 [-2.76383304]
 [-0.26684617]
 [-1.75946202]
 [ 0.0751293 ]
 [ 0.68627817]
 [ 0.87770741]]
Progress: 48.7% ... Training loss: 0.264 ... Validation loss: 0.450[[  1.69250712e-01   2.75128597e-01  -1.02124329e-01   1.12262089e-01
   -4.62291028e-01  -7.17759328e-02  -9.30847984e-02   1.20647048e-01
   -4.70790002e-02   2.11551991e-01]
 [  9.24269448e-03   1.25388037e-01  -2.08450743e-02   4.18287807e-02
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    1.38948396e-01  -3.27339709e-02]
 [  2.02101058e-01   7.71084671e-01   1.23039335e-02  -5.29192553e-02
    8.01431891e-01  -2.20805511e-02  -9.42328147e-01  -4.12004539e-02
    5.83671591e-02   2.91462667e-01]
 [  6.35984120e-02  -4.23156561e-01  -1.88306938e-01   2.21864187e-01
   -1.58177946e-03   1.21801263e-01   2.41438366e-01   6.61188984e-02
    1.48586269e-01   3.22365663e-01]
 [ -3.13231420e-02   6.56105591e-02  -1.49568253e-01   3.81619146e-02
   -7.83526106e-02  -1.79001684e-01   1.09784369e-01  -1.17148093e-01
   -1.97163583e-01  -5.83754471e-02]
 [ -4.03916908e-01  -6.78718764e-01  -3.05299048e-01   1.38134955e-01
   -1.83781017e-01   4.51299110e-02   3.87390488e-01  -4.08573814e-02
   -4.14280416e-02  -4.65206931e-02]
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   -1.21866685e-02  -4.67852949e-02   9.15309436e-02   1.16874122e-01
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 [  1.91353457e-02  -4.65044145e-01   7.04148632e-02  -3.67230698e-02
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   -1.54004247e-02   4.99792192e-02]
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   -1.60805742e-01  -2.01216965e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87500326e-01  -3.53944474e-01   9.32086320e-02   2.09332030e-01
   -1.53055539e-01  -6.24610411e-02   1.11601454e-01  -2.61664990e-01
   -2.80031201e-01  -9.69249229e-02]
 [  9.35966132e-02  -2.12517706e-01  -2.56304052e-02   1.06918518e-01
   -5.16967025e-02  -8.58154086e-02   2.66334931e-01   1.71979321e-03
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 [  3.82655013e-02  -1.17683513e-01  -2.10251295e-01   1.51264456e-01
   -8.76425563e-02   8.08742550e-02  -2.93639388e-02  -1.98924636e-02
   -8.62062141e-02  -1.78708474e-03]
 [ -1.14399161e-01  -8.09958801e-02  -1.99320689e-01   1.67609630e-01
   -1.61534357e-02   1.30937054e-01   1.97878077e-03  -2.50043925e-01
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 [ -6.12960944e-02  -5.53060184e-02   2.78354335e-01   1.10639661e-01
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 [  6.21843484e-02  -1.15267642e-02   8.87435602e-02   9.07729520e-02
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   -2.37845798e-02  -5.45412927e-02]
 [  1.04422090e-02  -1.41487608e-01  -2.92667805e-01  -5.33248905e-02
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 [  5.59263531e-02  -3.37072930e-02  -1.12996708e-01   5.78524494e-02
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   -1.80617088e-01  -3.78659830e-01]
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 [  1.19618785e-02  -5.10387733e-01  -4.35073225e-02  -1.04962952e-01
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   -3.63119815e-01  -2.18702052e-01]
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   -6.89693250e-02   8.57174857e-02]
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   -9.23201335e-02  -1.39737419e-01]
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   -1.83775162e-02  -1.29125135e-01]
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   -7.60960808e-02   5.48238850e-02  -1.50288015e-01   2.81235979e-01
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 [  3.52362727e-01   3.47924077e-01  -8.12046661e-02   3.09555474e-01
   -8.88300680e-01  -2.86485996e-01  -4.87095347e-01   1.77065050e-01
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 [  4.98223705e-02   1.27860396e-01   2.54479633e-01   2.50224480e-01
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   -1.36563736e-01  -2.86917829e-01]
 [  1.76171666e-02  -9.20353117e-02  -1.21863093e-01  -6.35195204e-02
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 [  3.98115040e-04  -5.41785304e-02  -6.80270429e-02  -5.48833821e-02
   -1.95327357e-02  -1.78021511e-01   8.29527563e-02   9.57413464e-03
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 [  3.10220908e-02   9.77820815e-02   2.44212692e-01   7.51839665e-02
   -2.35460280e-01  -1.37260614e-01   8.55581151e-02   3.93648152e-02
   -1.85212049e-01   1.07520053e-01]
 [  7.64056451e-02   5.80534228e-02   1.08349468e-01   1.06549898e-02
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   -1.51268084e-02  -8.48242998e-02]
 [ -9.22473677e-03   1.13607279e-01   8.45036630e-02  -3.20551416e-02
   -5.96695361e-02   1.79500710e-01   7.78843268e-02   1.17949978e-01
   -2.20189651e-02   1.70765029e-01]
 [  2.26494089e-01   9.61469117e-02   2.99052778e-02   8.40739332e-02
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   -5.17630638e-02  -1.63602863e-02]
 [  4.91134665e-02   3.63278942e-02   1.92053573e-02   4.91339268e-02
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 [  5.61770008e-02   4.91737637e-01   1.26962886e-01   4.34587432e-01
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 [  2.49016383e-01   3.27374905e-01   2.46435781e-01   1.49772823e-01
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   -2.74591984e-01  -9.28248198e-02]
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   -2.10408922e-01   2.89752242e-02]
 [  7.91254387e-03  -4.21306745e-01  -1.28628339e-01  -1.64389450e-01
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   -1.67658686e-01  -2.24879260e-01]
 [  8.94916098e-02  -2.73168764e-01  -1.65847038e-01  -5.05294819e-02
   -7.17978605e-02  -3.64925401e-02   1.49302752e-01  -1.58185311e-01
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 [ -1.12281172e-01   2.29950646e-02   2.66864678e-01   5.01799408e-03
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   -1.04030196e-01  -5.03066745e-02]
 [ -3.36355298e-01   1.14519992e-02   1.93560649e-02  -9.91117532e-03
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   -7.11887548e-02   8.85409536e-02]
 [  1.53061334e-01  -1.09253815e-02  -2.29820765e-01  -6.55714660e-02
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 [  2.19066003e-01  -2.13860574e-01   6.75068729e-02  -1.21129166e-02
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 [ -1.02351406e-01  -8.41565049e-02   1.22437432e-01   1.12155550e-01
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    1.83814634e-01   8.16668371e-04]
 [ -3.79017693e-02  -2.16423731e-01   1.83622842e-01  -3.04903807e-01
   -2.24149898e-01   1.32023861e-01   1.18635368e-01  -1.23147185e-01
   -1.07611173e-02   1.84918414e-01]]
[[ 0.62301846]
 [ 1.74407236]
 [ 0.23037555]
 [ 0.88016548]
 [-2.76217759]
 [-0.26590859]
 [-1.75741169]
 [ 0.07710949]
 [ 0.69020806]
 [ 0.87835817]]
Progress: 48.8% ... Training loss: 0.263 ... Validation loss: 0.452[[  1.69321131e-01   2.74908583e-01  -1.02116892e-01   1.12209783e-01
   -4.61627983e-01  -7.17716544e-02  -9.27263666e-02   1.20666328e-01
   -4.70810063e-02   2.11728996e-01]
 [  9.43544599e-03   1.25809959e-01  -2.07658776e-02   4.21296726e-02
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 [  2.00971297e-01   7.67616002e-01   1.18718089e-02  -5.46313558e-02
    8.06582884e-01  -2.16179240e-02  -9.39071165e-01  -4.13276316e-02
    5.70750833e-02   2.89958989e-01]
 [  6.47234929e-02  -4.21877372e-01  -1.87872661e-01   2.23545493e-01
   -6.40632326e-03   1.21329224e-01   2.38811795e-01   6.62555865e-02
    1.49807451e-01   3.24008881e-01]
 [ -3.21049000e-02   6.44609788e-02  -1.49792657e-01   3.72174582e-02
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   -1.97917135e-01  -5.93053569e-02]
 [ -4.04016659e-01  -6.78446747e-01  -3.05338330e-01   1.37995473e-01
   -1.84514378e-01   4.51894655e-02   3.87454840e-01  -4.08746827e-02
   -4.15936547e-02  -4.67391898e-02]
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   -4.58542125e-02  -7.28004740e-02   1.79815017e-01  -1.91239206e-01
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   -1.07675662e-02  -4.66462397e-02   9.24886011e-02   1.16834169e-01
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 [ -1.74290113e-01  -1.88159000e-01  -3.01257185e-01  -1.59154410e-02
   -9.35466678e-02   6.65536206e-02  -9.18073209e-02  -2.93168542e-02
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 [  2.01355388e-02  -4.62367342e-01   7.07743402e-02  -3.53686961e-02
   -2.56440984e-01  -1.03394656e-01   2.38632120e-01  -1.12468568e-01
   -1.45254726e-02   5.13717063e-02]
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   -1.60747606e-01  -2.01176401e-01]
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 [ -3.37348221e-01   8.74136461e-03   1.89849941e-02  -1.13252276e-02
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 [ -1.02131658e-01  -8.35274494e-02   1.22501251e-01   1.12362415e-01
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    1.83994561e-01   1.07940484e-03]
 [ -3.84975457e-02  -2.18306509e-01   1.83369423e-01  -3.05864376e-01
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   -1.14956443e-02   1.84130496e-01]]
[[ 0.62361165]
 [ 1.74163426]
 [ 0.23050897]
 [ 0.88153558]
 [-2.76315179]
 [-0.26685825]
 [-1.75603919]
 [ 0.07668954]
 [ 0.69213925]
 [ 0.87860057]]
Progress: 48.8% ... Training loss: 0.263 ... Validation loss: 0.454[[  1.70742918e-01   2.78236728e-01  -1.01609451e-01   1.14090170e-01
   -4.65167277e-01  -7.23156016e-02  -9.62944052e-02   1.20833536e-01
   -4.55741739e-02   2.13720466e-01]
 [  9.54005530e-03   1.26154073e-01  -2.07290599e-02   4.22717285e-02
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    1.39285662e-01  -3.23207715e-02]
 [  2.02494494e-01   7.70155786e-01   1.24932205e-02  -5.22174332e-02
    8.01537125e-01  -2.23392494e-02  -9.42965104e-01  -4.11373861e-02
    5.87420726e-02   2.91874178e-01]
 [  6.34024615e-02  -4.24442321e-01  -1.88200102e-01   2.22029269e-01
   -2.33637492e-03   1.21797920e-01   2.43114726e-01   6.61501278e-02
    1.48792940e-01   3.22143946e-01]
 [ -2.92770435e-02   7.03005118e-02  -1.48805769e-01   4.11537542e-02
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   -1.95135657e-01  -5.53601896e-02]
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   -4.23686958e-02  -4.75615507e-02]
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 [  1.88241321e-02  -4.65115906e-01   7.02176873e-02  -3.74892427e-02
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   -1.61027823e-01  -2.01415488e-01]
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 [  3.78781043e-02  -1.17096902e-01  -2.10360331e-01   1.50699937e-01
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 [ -6.09011834e-02  -5.42958963e-02   2.78515398e-01   1.11238614e-01
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   -2.39217671e-02  -5.47896915e-02]
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   -1.80751665e-01  -3.78814133e-01]
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 [  1.16733503e-02  -5.11324250e-01  -4.36041634e-02  -1.05374069e-01
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   -3.63420548e-01  -2.19016735e-01]
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   -6.87531462e-02   8.60301764e-02]
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   -9.23930445e-02  -1.39806883e-01]
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   -2.61953962e-01  -3.18113061e-02]
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 [  5.03762723e-02   1.28665304e-01   2.54694485e-01   2.50889842e-01
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   -1.85789616e-01   1.06783525e-01]
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   -1.61408125e-02  -8.61169400e-02]
 [ -1.00362747e-02   1.11923209e-01   8.41969831e-02  -3.32210055e-02
   -5.65717236e-02   1.79843836e-01   7.95447630e-02   1.17850434e-01
   -2.29492047e-02   1.69654265e-01]
 [  2.26911488e-01   9.75398554e-02   3.00412386e-02   8.46500371e-02
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   -5.13572182e-02  -1.58783813e-02]
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 [  8.88974869e-02  -2.73601186e-01  -1.66057550e-01  -5.13443800e-02
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 [ -1.10668092e-01   2.67375939e-02   2.67460873e-01   7.21146911e-03
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   -1.02283196e-01  -4.81873532e-02]
 [ -3.37774571e-01   7.51572995e-03   1.88293926e-02  -1.19186282e-02
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   -7.27691453e-02   8.64777497e-02]
 [  1.53895626e-01  -8.86198889e-03  -2.29503926e-01  -6.43059874e-02
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 [  2.19018496e-01  -2.13809884e-01   6.75143343e-02  -1.21040496e-02
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 [ -1.02249028e-01  -8.40077991e-02   1.22443366e-01   1.12152458e-01
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    1.83850403e-01   9.64388653e-04]
 [ -3.94805459e-02  -2.19645782e-01   1.82990478e-01  -3.07304041e-01
   -2.21966190e-01   1.32766364e-01   1.22367732e-01  -1.23372757e-01
   -1.24373070e-02   1.82915566e-01]]
[[ 0.62112281]
 [ 1.74428231]
 [ 0.22747585]
 [ 0.87936298]
 [-2.76695564]
 [-0.27051354]
 [-1.76441425]
 [ 0.07138607]
 [ 0.68684589]
 [ 0.87542924]]
Progress: 48.9% ... Training loss: 0.263 ... Validation loss: 0.451[[  1.71961946e-01   2.80227701e-01  -1.01106065e-01   1.15866836e-01
   -4.70089514e-01  -7.28674296e-02  -9.86854428e-02   1.20978913e-01
   -4.39031309e-02   2.15752364e-01]
 [  9.69825477e-03   1.26349659e-01  -2.06680191e-02   4.24987415e-02
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    1.39452345e-01  -3.20833101e-02]
 [  2.05706227e-01   7.78841158e-01   1.37341486e-02  -4.74488373e-02
    7.87512441e-01  -2.37444261e-02  -9.51103169e-01  -4.07605084e-02
    6.25113873e-02   2.96186526e-01]
 [  6.48994506e-02  -4.22336392e-01  -1.87737222e-01   2.23927864e-01
   -6.69108852e-03   1.21163280e-01   2.40226895e-01   6.62940908e-02
    1.50295503e-01   3.23955493e-01]
 [ -2.92315484e-02   7.10906148e-02  -1.48787075e-01   4.12698706e-02
   -8.33807962e-02  -1.79827892e-01   1.04199199e-01  -1.16889139e-01
   -1.94917159e-01  -5.50317728e-02]
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   -4.18362984e-02  -4.69176486e-02]
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   -2.37173405e-02  -4.79426882e-02   8.49713256e-02   1.17170164e-01
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   -8.92985714e-02   6.72208925e-02  -8.76778332e-02  -2.95168444e-02
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   -1.30218552e-02   5.35166731e-02]
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   -1.60645658e-01  -2.00996319e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87193955e-01  -3.53511095e-01   9.33056366e-02   2.09650128e-01
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   -2.79674073e-01  -9.64652771e-02]
 [  9.35046749e-02  -2.12679450e-01  -2.56853555e-02   1.06731543e-01
   -5.21894932e-02  -8.57473999e-02   2.66467571e-01   1.70836965e-03
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 [  3.81808236e-02  -1.16466488e-01  -2.10230856e-01   1.51179827e-01
   -8.79524865e-02   8.09146665e-02  -3.04198708e-02  -1.99080084e-02
   -8.62994448e-02  -1.75892508e-03]
 [ -1.13574081e-01  -7.95251628e-02  -1.99025939e-01   1.68661134e-01
   -1.93827248e-02   1.30592389e-01   3.74392600e-04  -2.49950746e-01
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 [  6.35542950e-02  -8.15588242e-03   8.92723056e-02   9.26698275e-02
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   -2.22370905e-02  -5.27097630e-02]
 [  1.08035113e-02  -1.40279755e-01  -2.92550584e-01  -5.27071436e-02
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 [  5.63326966e-02  -3.35898214e-02  -1.12860848e-01   5.83870136e-02
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   -1.80636249e-01  -3.78674431e-01]
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 [  1.15952973e-02  -5.11574396e-01  -4.36312174e-02  -1.05478624e-01
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   -3.63502246e-01  -2.19127458e-01]
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   -6.86028875e-02   8.62433454e-02]
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   -9.23373517e-02  -1.39716246e-01]
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   -2.62029429e-01  -3.18797753e-02]
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 [  3.51555928e-01   3.45827880e-01  -8.15283849e-02   3.08223671e-01
   -8.85964607e-01  -2.86067017e-01  -4.84478603e-01   1.76962778e-01
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 [  5.00396511e-02   1.27467332e-01   2.54573906e-01   2.50384687e-01
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   -1.85454863e-01   1.07263699e-01]
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   -1.50753044e-02  -8.47748702e-02]
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   -5.11762323e-02  -1.56473787e-02]
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   -2.09984580e-01   2.95069490e-02]
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   -1.67997218e-01  -2.25283764e-01]
 [  9.04065149e-02  -2.70643911e-01  -1.65470073e-01  -4.89918281e-02
   -7.88901191e-02  -3.69330335e-02   1.46851710e-01  -1.58068849e-01
    9.62704044e-02  -1.88743691e-01]
 [ -1.09993141e-01   2.81204893e-02   2.67725807e-01   8.15659331e-03
    1.37910643e-01   7.53548974e-02   6.02155790e-02  -2.96196643e-01
   -1.01505739e-01  -4.73215826e-02]
 [ -3.36106793e-01   1.09063803e-02   1.94542275e-02  -9.62015169e-03
    1.33729480e-01  -1.80516760e-01   9.86592596e-03   2.35262446e-01
   -7.08531543e-02   8.86664353e-02]
 [  1.53510870e-01  -1.00273181e-02  -2.29634229e-01  -6.48474304e-02
    9.09758101e-02  -3.04062241e-01   7.93975560e-02  -1.65754133e-01
    1.23511123e-02  -1.72270794e-01]
 [  2.19437143e-01  -2.12589847e-01   6.76837849e-02  -1.14821682e-02
    7.98142798e-02  -4.11375041e-02   5.16780597e-02  -1.35789566e-01
    1.21339336e-01  -1.65493712e-01]
 [ -1.01923150e-01  -8.28578425e-02   1.22551272e-01   1.12535584e-01
    2.02138313e-02  -1.16149183e-01   2.50464659e-01  -7.81905659e-02
    1.84112079e-01   1.39675935e-03]
 [ -3.94844064e-02  -2.20263754e-01   1.82966106e-01  -3.07386969e-01
   -2.22858638e-01   1.32810633e-01   1.22479221e-01  -1.23388249e-01
   -1.23688625e-02   1.83065467e-01]]
[[ 0.63667083]
 [ 1.75849248]
 [ 0.24147693]
 [ 0.89434096]
 [-2.75323278]
 [-0.25705965]
 [-1.75138305]
 [ 0.08623191]
 [ 0.70269917]
 [ 0.89302404]]
Progress: 48.9% ... Training loss: 0.267 ... Validation loss: 0.454[[  1.69308830e-01   2.73467277e-01  -1.02183097e-01   1.11892913e-01
   -4.60619351e-01  -7.17689751e-02  -9.18770510e-02   1.20602213e-01
   -4.67685172e-02   2.11957703e-01]
 [  9.54487300e-03   1.25968773e-01  -2.07262181e-02   4.22773140e-02
    8.76302878e-02  -5.34394134e-03   3.35886137e-01   4.05463819e-02
    1.39291640e-01  -3.22742183e-02]
 [  2.07799471e-01   7.80229564e-01   1.44871958e-02  -4.45334515e-02
    7.83833600e-01  -2.45943162e-02  -9.53071925e-01  -4.04784360e-02
    6.47503764e-02   2.98983478e-01]
 [  6.41771407e-02  -4.23319483e-01  -1.87980057e-01   2.23006337e-01
   -2.06228991e-03   1.21530179e-01   2.41895709e-01   6.61834889e-02
    1.49225096e-01   3.22694992e-01]
 [ -2.92292222e-02   7.08702408e-02  -1.48771363e-01   4.15675246e-02
   -8.58026796e-02  -1.79903347e-01   1.03569265e-01  -1.16873811e-01
   -1.94606054e-01  -5.46171075e-02]
 [ -4.05470781e-01  -6.80882702e-01  -3.05916957e-01   1.35681864e-01
   -1.82823818e-01   4.58009024e-02   3.89660240e-01  -4.10816324e-02
   -4.32048111e-02  -4.85948213e-02]
 [ -1.36030000e-04  -2.54054035e-01   1.13235634e-02   9.77849096e-02
   -5.14071664e-02  -7.32181926e-02   1.76926865e-01  -1.91149686e-01
    2.04887596e-01   4.91268911e-02]
 [  1.08628517e-01  -2.91993639e-01   3.10337471e-02  -7.59420337e-02
   -2.36665519e-02  -4.79562553e-02   8.52562463e-02   1.17172096e-01
    7.94758049e-02  -2.18721152e-02]
 [ -1.76566373e-01  -1.94081968e-01  -3.02079510e-01  -1.91881594e-02
   -8.58443487e-02   6.75199067e-02  -8.58845750e-02  -2.96178964e-02
    2.69851048e-01  -1.31686900e-01]
 [  1.87632067e-02  -4.65079321e-01   7.01352451e-02  -3.78796803e-02
   -2.56698080e-01  -1.02798183e-01   2.40880067e-01  -1.12725395e-01
   -1.58141736e-02   4.97914488e-02]
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   -1.22565880e-01   9.14958337e-03   2.32774847e-01  -1.02024367e-01
    4.12048123e-03  -1.05868074e-01]
 [ -1.19081817e-01  -2.26478870e-01  -6.79747692e-02   2.05343689e-02
    2.97417888e-01   9.75591104e-02   1.75114319e-01  -1.56539643e-02
   -1.60903396e-01  -2.01309051e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.87980558e-01  -3.54584129e-01   9.29846544e-02   2.08507076e-01
   -1.53006105e-01  -6.22764923e-02   1.12019124e-01  -2.61744071e-01
   -2.80577945e-01  -9.75585801e-02]
 [  9.33505625e-02  -2.13019036e-01  -2.57389321e-02   1.06517420e-01
   -5.19191711e-02  -8.56916120e-02   2.66850584e-01   1.68829734e-03
    1.79169310e-02  -7.93506218e-03]
 [  3.74468291e-02  -1.18116675e-01  -2.10512986e-01   1.50049788e-01
   -8.57365233e-02   8.12086809e-02  -2.89679778e-02  -2.00055489e-02
   -8.70780039e-02  -2.71583222e-03]
 [ -1.13650623e-01  -7.95343845e-02  -1.99050788e-01   1.68604227e-01
   -1.90387228e-02   1.30630262e-01   3.10454224e-04  -2.49965438e-01
    8.07279659e-02  -1.83996889e-01]
 [ -6.05556013e-02  -5.41644107e-02   2.78598567e-01   1.11605522e-01
    8.35059520e-02  -6.45124770e-02  -1.17957578e-01   1.21315670e-01
    8.51235423e-02   5.12084545e-02]
 [  6.33113016e-02  -9.50490789e-03   8.91375958e-02   9.22303290e-02
    9.27075535e-03  -1.77839714e-02   1.92263421e-01   1.20359119e-01
   -2.24591379e-02  -5.31282941e-02]
 [  1.11644929e-02  -1.39476054e-01  -2.92445642e-01  -5.22549968e-02
    8.55462187e-02  -9.30483119e-02   1.16866660e-01   1.62629724e-01
    1.07912439e-01  -3.17127579e-02]
 [  5.58032747e-02  -3.50126907e-02  -1.13040310e-01   5.76775994e-02
   -1.56670807e-01   3.17276972e-01   2.65928873e-01   2.05194372e-01
   -1.49370263e-01  -4.81735154e-02]
 [  2.80168772e-03  -1.85794006e-02   1.22858454e-01   1.08508223e-01
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 [  1.15327020e-01   7.75758276e-02  -4.26079034e-02  -9.12237904e-02
   -1.30073441e-01  -3.32401321e-01   1.21553779e-01   8.84971741e-03
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 [ -1.02794632e-01  -6.39973181e-02  -1.55838472e-02   2.40421665e-02
   -5.05908095e-02  -2.05343206e-01  -5.03483875e-02  -2.01339584e-02
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 [ -1.67821739e-01  -1.38788733e-01  -2.06132455e-01  -3.13516821e-02
   -2.95894158e-01   3.82265378e-03   7.34642303e-02  -2.63138752e-02
   -1.80913885e-02   2.96256398e-02]
 [ -3.02990423e-02  -1.42364563e-01  -7.49098200e-02  -1.25317133e-01
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   -1.80828679e-01  -3.78906111e-01]
 [ -1.57123934e-02  -4.52326236e-01  -3.05567224e-02  -7.06327631e-02
    6.48490172e-01   9.95564968e-02   5.74816746e-01   9.15582107e-02
    3.17404535e-02  -3.86142944e-01]
 [  1.09634977e-02  -5.13182981e-01  -4.38799906e-02  -1.06407290e-01
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   -3.64209190e-01  -2.20048811e-01]
 [ -1.74845588e-01  -6.47726709e-01  -1.07046660e-02  -2.05241903e-01
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   -6.93557123e-02   8.53005605e-02]
 [ -3.02729478e-01  -4.74664566e-01   5.38410384e-02  -5.19253580e-02
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   -9.21846765e-02  -1.39533056e-01]
 [ -2.13256427e-01  -3.56467074e-01   2.49528721e-01  -2.48723247e-01
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   -2.62219819e-01  -3.21191114e-02]
 [ -1.40238979e-01  -2.58334928e-01  -1.84429710e-01  -1.12545088e-01
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   -1.79149587e-02  -1.28568985e-01]
 [  1.00550599e-01   2.52394204e-01   1.59347439e-01  -1.07358461e-01
   -7.61497321e-02   5.49406404e-02  -1.50173249e-01   2.81193118e-01
    6.26781862e-02   1.68675928e-01]
 [  3.51003338e-01   3.44737087e-01  -8.17491832e-02   3.07477115e-01
   -8.84823608e-01  -2.85842902e-01  -4.83209885e-01   1.76882527e-01
    3.89507873e-01  -2.40393518e-02]
 [  5.00476154e-02   1.27129182e-01   2.54583682e-01   2.50371501e-01
   -6.01244296e-02  -1.97586303e-01  -1.80446597e-01  -1.32848374e-01
   -1.36302265e-01  -2.86509724e-01]
 [  1.87312849e-02  -8.92892510e-02  -1.21458554e-01  -6.19662361e-02
    2.26798971e-01   4.15399931e-02   1.64262470e-03  -1.85636029e-01
    2.65943377e-02   1.99748393e-01]
 [  7.69585344e-04  -5.30376676e-02  -6.79206896e-02  -5.44026592e-02
   -2.11491331e-02  -1.78168624e-01   8.17308292e-02   9.61529675e-03
    3.41951049e-02   7.94240034e-04]
 [  3.09544655e-02   9.76494238e-02   2.44172332e-01   7.51083388e-02
   -2.35009405e-01  -1.37230905e-01   8.54526696e-02   3.93537135e-02
   -1.85343798e-01   1.07397929e-01]
 [  7.65872242e-02   5.85096829e-02   1.08379940e-01   1.08479972e-02
   -2.47587080e-01   6.61375282e-02   3.51585275e-02  -2.70912566e-01
   -1.49829360e-02  -8.46926601e-02]
 [ -8.98733859e-03   1.14551020e-01   8.46270452e-02  -3.16657617e-02
   -6.09809296e-02   1.79361430e-01   7.70677896e-02   1.17998350e-01
   -2.16716382e-02   1.71208355e-01]
 [  2.26549519e-01   9.65122897e-02   2.99080768e-02   8.41072869e-02
   -4.98475181e-04  -2.57695077e-02  -2.05400672e-01   1.48598754e-01
   -5.17419121e-02  -1.63793957e-02]
 [  4.93337774e-02   3.72485151e-02   1.93093967e-02   4.94311798e-02
   -4.57356598e-01  -1.25733583e-01  -2.37087924e-01   4.15638593e-02
    1.24560110e-01   1.99325472e-01]
 [  5.66827887e-02   4.93163378e-01   1.27128297e-01   4.35170298e-01
   -1.27108614e+00  -3.03072955e-01  -5.65262533e-01  -7.11823363e-02
    2.99281526e-01   3.40805376e-01]
 [  1.81957186e-01   5.02276431e-01   6.89087304e-02   4.37336776e-01
   -1.05239592e+00  -8.43536757e-02  -4.40933281e-01   1.51517165e-01
    2.19420094e-01   4.83788384e-01]
 [  2.49057189e-01   3.27948214e-01   2.46501820e-01   1.50137413e-01
   -5.05196326e-01   8.03818089e-02  -2.27179697e-01   1.62267947e-01
    2.41469748e-01   8.02147405e-02]
 [ -7.14260435e-02   2.44363031e-01   2.41888372e-01   1.95693098e-02
   -7.32950334e-02   1.29757488e-01  -1.20265218e-01  -1.49632198e-02
   -3.01060040e-02   5.35970574e-02]
 [ -1.00185635e-01   1.14039502e-02   2.38466900e-02   9.15317084e-02
   -6.72238871e-02   1.16260286e-01   2.32972988e-01   1.97321291e-02
   -2.75644091e-01  -9.41592772e-02]
 [ -2.24446700e-01  -4.37865998e-02  -9.50946412e-02  -3.48437150e-01
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   -2.10060801e-01   2.94094371e-02]
 [  7.12352079e-03  -4.23286917e-01  -1.28909425e-01  -1.65512770e-01
    3.79973865e-01   2.64331502e-02   2.02948923e-01   1.51978488e-01
   -1.68429638e-01  -2.25882395e-01]
 [  8.95221626e-02  -2.71259341e-01  -1.65831107e-01  -5.03156646e-02
   -7.80283644e-02  -3.65271030e-02   1.48404081e-01  -1.58211778e-01
    9.52087781e-02  -1.90125900e-01]
 [ -1.11417584e-01   2.44957495e-02   2.67193619e-01   6.16379434e-03
    1.43470323e-01   7.59156798e-02   6.35556931e-02  -2.96383638e-01
   -1.03018075e-01  -4.91997213e-02]
 [ -3.37117201e-01   8.41861992e-03   1.90802772e-02  -1.10570122e-02
    1.37968751e-01  -1.80117345e-01   1.22448548e-02   2.35124139e-01
   -7.19409315e-02   8.72404258e-02]
 [  1.52718689e-01  -1.18925237e-02  -2.29945655e-01  -6.60207775e-02
    9.41654196e-02  -3.03732750e-01   8.11142849e-02  -1.65863833e-01
    1.14669751e-02  -1.73372198e-01]
 [  2.19485168e-01  -2.12578238e-01   6.77040402e-02  -1.14115250e-02
    7.96718309e-02  -4.11632494e-02   5.17298542e-02  -1.35782117e-01
    1.21383579e-01  -1.65400754e-01]
 [ -1.01942569e-01  -8.29644602e-02   1.22545243e-01   1.12516271e-01
    1.96945066e-02  -1.16146135e-01   2.50252435e-01  -7.81898444e-02
    1.84078733e-01   1.37791711e-03]
 [ -3.82087259e-02  -2.17783561e-01   1.83415694e-01  -3.05710454e-01
   -2.28149691e-01   1.32310068e-01   1.19490984e-01  -1.23221885e-01
   -1.09541240e-02   1.84816650e-01]]
[[ 0.6280337 ]
 [ 1.75436639]
 [ 0.23366144]
 [ 0.88250606]
 [-2.75862758]
 [-0.26509246]
 [-1.76628416]
 [ 0.0770354 ]
 [ 0.69359772]
 [ 0.88465721]]
Progress: 49.0% ... Training loss: 0.262 ... Validation loss: 0.447[[  1.67049123e-01   2.67118603e-01  -1.03037604e-01   1.08369244e-01
   -4.51456660e-01  -7.07238853e-02  -8.62339000e-02   1.20310932e-01
   -4.92943319e-02   2.08867088e-01]
 [  9.91091251e-03   1.27426855e-01  -2.05512896e-02   4.28167975e-02
    8.66232605e-02  -5.49386237e-03   3.34207637e-01   4.05969702e-02
    1.39746129e-01  -3.16319015e-02]
 [  2.05976548e-01   7.78679281e-01   1.39570547e-02  -4.69009643e-02
    7.90515896e-01  -2.38459695e-02  -9.51107241e-01  -4.06880808e-02
    6.26623472e-02   2.96818621e-01]
 [  6.57217652e-02  -4.24698002e-01  -1.87434116e-01   2.25219211e-01
   -6.84677522e-03   1.20963257e-01   2.43116356e-01   6.63706883e-02
    1.50889757e-01   3.24935521e-01]
 [ -3.30223334e-02   5.94716963e-02  -1.50257328e-01   3.60518380e-02
   -7.30316769e-02  -1.78305278e-01   1.14992047e-01  -1.17344068e-01
   -1.98754003e-01  -5.99408754e-02]
 [ -4.05335825e-01  -6.81298929e-01  -3.05929089e-01   1.35510390e-01
   -1.82842712e-01   4.57966061e-02   3.89436577e-01  -4.10798395e-02
   -4.30765181e-02  -4.85340265e-02]
 [ -1.14103525e-03  -2.56466676e-01   1.09777786e-02   9.63548356e-02
   -4.81155853e-02  -7.28372952e-02   1.79019871e-01  -1.91268946e-01
    2.03761403e-01   4.77323640e-02]
 [  1.08169474e-01  -2.93500044e-01   3.08539231e-02  -7.68042734e-02
   -2.14925549e-02  -4.76664741e-02   8.64973278e-02   1.17102173e-01
    7.88777408e-02  -2.23290892e-02]
 [ -1.77061354e-01  -1.95820076e-01  -3.02254720e-01  -1.98847169e-02
   -8.32590133e-02   6.77326446e-02  -8.42112690e-02  -2.96725495e-02
    2.69303338e-01  -1.32349036e-01]
 [  1.84993798e-02  -4.65870949e-01   7.00403216e-02  -3.85926267e-02
   -2.54603872e-01  -1.02655103e-01   2.40600275e-01  -1.12770392e-01
   -1.60829234e-02   4.95572468e-02]
 [ -7.81100282e-02  -1.33627339e-01   5.51463447e-03  -1.25854709e-01
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[[ 0.62005689]
 [ 1.74417964]
 [ 0.22584391]
 [ 0.87554205]
 [-2.76015761]
 [-0.27048431]
 [-1.77085756]
 [ 0.07024724]
 [ 0.68707619]
 [ 0.87523412]]
Progress: 49.0% ... Training loss: 0.263 ... Validation loss: 0.452[[  1.69473718e-01   2.73661792e-01  -1.02217510e-01   1.11625960e-01
   -4.61795255e-01  -7.17971559e-02  -9.33126270e-02   1.20590893e-01
   -4.67083317e-02   2.12174921e-01]
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 [  2.07686252e-01   7.83126922e-01   1.45762197e-02  -4.42180897e-02
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    6.44894286e-02   2.99246949e-01]
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   -1.81036746e-02   1.19118676e-01   2.33771019e-01   6.68368604e-02
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   -4.30851474e-02  -4.86002452e-02]
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   -1.59700930e-01  -1.99888776e-01]
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   -1.55426338e-02  -8.53565183e-02]
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   -2.13969038e-02   1.71436509e-01]
 [  2.26821279e-01   9.75133095e-02   2.99940676e-02   8.44424817e-02
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   -5.14491352e-02  -1.60695469e-02]
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 [  2.47624715e-01   3.24262743e-01   2.45989892e-01   1.48131814e-01
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 [  9.16774295e-02  -2.65900893e-01  -1.65047831e-01  -4.71382056e-02
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 [ -1.11014232e-01   2.55210071e-02   2.67356600e-01   6.65028321e-03
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   -1.02651851e-01  -4.86449284e-02]
 [ -3.37931716e-01   5.82369167e-03   1.87675586e-02  -1.22695549e-02
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   -7.28125830e-02   8.61216107e-02]
 [  1.52460733e-01  -1.34394864e-02  -2.30026506e-01  -6.63597425e-02
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 [  2.19824826e-01  -2.12666141e-01   6.78184680e-02  -1.10146257e-02
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 [ -1.01167480e-01  -8.14289880e-02   1.22793748e-01   1.13347731e-01
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    1.84782854e-01   2.41995944e-03]
 [ -4.07047055e-02  -2.23529500e-01   1.82406467e-01  -3.09575050e-01
   -2.23158458e-01   1.33466398e-01   1.24965566e-01  -1.23553701e-01
   -1.38409536e-02   1.81057669e-01]]
[[ 0.62864235]
 [ 1.74793644]
 [ 0.2302962 ]
 [ 0.88379243]
 [-2.75213259]
 [-0.26326126]
 [-1.76338085]
 [ 0.0779194 ]
 [ 0.69569421]
 [ 0.88347972]]
Progress: 49.0% ... Training loss: 0.262 ... Validation loss: 0.453[[  1.68862350e-01   2.72151947e-01  -1.02484752e-01   1.10575631e-01
   -4.58588315e-01  -7.14599751e-02  -9.12653867e-02   1.20479450e-01
   -4.74704518e-02   2.11170892e-01]
 [  1.05308909e-02   1.28718699e-01  -2.03024277e-02   4.37652432e-02
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    1.40510805e-01  -3.08174087e-02]
 [  2.10190330e-01   7.88124874e-01   1.54720062e-02  -4.09807978e-02
    7.78663502e-01  -2.55849448e-02  -9.62427328e-01  -4.02110540e-02
    6.69143205e-02   3.02442596e-01]
 [  6.94469836e-02  -4.15172176e-01  -1.86020521e-01   2.30888118e-01
   -1.88652034e-02   1.19115962e-01   2.35341936e-01   6.68104015e-02
    1.55011047e-01   3.29671433e-01]
 [ -3.36643557e-02   5.41279722e-02  -1.50505242e-01   3.56208409e-02
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   -1.98997416e-01  -6.07534771e-02]
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   -4.42073790e-02  -4.99046994e-02]
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   -2.41590099e-02  -4.79216138e-02   8.33265931e-02   1.17160972e-01
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   -8.38248034e-02   6.77414549e-02  -8.36080561e-02  -2.96675242e-02
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   -1.60392885e-01  -2.00567544e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
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 [ -2.88361478e-01  -3.55518523e-01   9.27601817e-02   2.07630238e-01
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   -2.81133061e-01  -9.83314541e-02]
 [  9.30467251e-02  -2.13735967e-01  -2.58505008e-02   1.06049616e-01
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 [  3.69797568e-02  -1.20046884e-01  -2.10737955e-01   1.49151960e-01
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   -8.76387484e-02  -3.22449101e-03]
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 [  6.34283108e-02  -9.64275778e-03   8.91300049e-02   9.20882674e-02
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   -2.25393073e-02  -5.30527387e-02]
 [  1.39971347e-02  -1.31456894e-01  -2.91363985e-01  -4.80335922e-02
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 [  5.49560181e-02  -3.80374452e-02  -1.13393896e-01   5.63593675e-02
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   -1.80657628e-01  -3.78758615e-01]
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 [  1.05995267e-02  -5.14102906e-01  -4.40304326e-02  -1.07010111e-01
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   -3.64672083e-01  -2.20632114e-01]
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   -9.15515103e-02  -1.38730474e-01]
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 [  3.52513479e-01   3.47421843e-01  -8.12282609e-02   3.09319358e-01
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 [  5.04357266e-02   1.27747663e-01   2.54727361e-01   2.50868402e-01
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 [  3.08303456e-02   9.74782610e-02   2.44112855e-01   7.48882716e-02
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   -1.85470136e-01   1.07186096e-01]
 [  7.56253496e-02   5.56968991e-02   1.07974693e-01   9.31619765e-03
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   -1.61013511e-02  -8.59062815e-02]
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   -5.21012210e-02  -1.68950793e-02]
 [  5.03207001e-02   4.00910111e-02   1.96696113e-02   5.08456014e-02
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   -5.02191543e-01   8.09032537e-02  -2.24193187e-01   1.62131909e-01
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   -2.10178677e-01   2.92210000e-02]
 [  7.25088964e-03  -4.23444904e-01  -1.28859813e-01  -1.65297482e-01
    3.79359991e-01   2.63686950e-02   2.02729639e-01   1.51997104e-01
   -1.68276426e-01  -2.25671857e-01]
 [  9.00542794e-02  -2.69215802e-01  -1.65685061e-01  -4.95600837e-02
   -8.31869973e-02  -3.67231837e-02   1.47179678e-01  -1.58174515e-01
    9.57395986e-02  -1.89128194e-01]
 [ -1.10499948e-01   2.57973588e-02   2.67565154e-01   7.51953570e-03
    1.41636491e-01   7.55127359e-02   6.17915468e-02  -2.96267079e-01
   -1.02007106e-01  -4.79774428e-02]
 [ -3.37421541e-01   7.50362653e-03   1.89639308e-02  -1.15625829e-02
    1.40021840e-01  -1.80010930e-01   1.32560300e-02   2.35076972e-01
   -7.23057655e-02   8.66522306e-02]
 [  1.52023820e-01  -1.40310020e-02  -2.30168925e-01  -6.68930070e-02
    9.70128689e-02  -3.03489775e-01   8.33706696e-02  -1.65920163e-01
    1.07566883e-02  -1.74266071e-01]
 [  2.19565740e-01  -2.13916124e-01   6.76755051e-02  -1.14975764e-02
    8.11990081e-02  -4.11472100e-02   5.22990676e-02  -1.35768007e-01
    1.21462937e-01  -1.65194020e-01]
 [ -1.00607568e-01  -8.00196764e-02   1.22985623e-01   1.14149052e-01
    1.43661396e-02  -1.16727321e-01   2.46559338e-01  -7.80356086e-02
    1.85390747e-01   3.19203930e-03]
 [ -4.09877308e-02  -2.23547742e-01   1.82302636e-01  -3.10077745e-01
   -2.22336067e-01   1.33629552e-01   1.25002016e-01  -1.23605574e-01
   -1.41681429e-02   1.80825271e-01]]
[[ 0.62504023]
 [ 1.74998547]
 [ 0.22701083]
 [ 0.87964824]
 [-2.75345799]
 [-0.26741175]
 [-1.77239309]
 [ 0.07489515]
 [ 0.69302196]
 [ 0.88103911]]
Progress: 49.1% ... Training loss: 0.262 ... Validation loss: 0.451[[  1.67250743e-01   2.68021647e-01  -1.03030668e-01   1.08451442e-01
   -4.51748559e-01  -7.08166226e-02  -8.64898434e-02   1.20297791e-01
   -4.91874170e-02   2.08889958e-01]
 [  1.02009357e-02   1.27830268e-01  -2.04277743e-02   4.32804520e-02
    8.52236435e-02  -5.62982331e-03   3.33763266e-01   4.06425661e-02
    1.40134973e-01  -3.12752575e-02]
 [  2.07324120e-01   7.80941883e-01   1.44645491e-02  -4.49474749e-02
    7.88996285e-01  -2.44588523e-02  -9.54779587e-01  -4.05419832e-02
    6.38298349e-02   2.98550052e-01]
 [  7.03965002e-02  -4.14057036e-01  -1.85728505e-01   2.32047632e-01
   -2.45940413e-02   1.18803352e-01   2.33101539e-01   6.69080604e-02
    1.56128719e-01   3.30991316e-01]
 [ -3.30645373e-02   5.45651666e-02  -1.50316778e-01   3.65630868e-02
   -7.69307742e-02  -1.78450400e-01   1.18457513e-01  -1.17294834e-01
   -1.98513430e-01  -6.01698089e-02]
 [ -4.05975936e-01  -6.82626464e-01  -3.06220341e-01   1.34495658e-01
   -1.82773635e-01   4.60872470e-02   3.91180012e-01  -4.11637270e-02
   -4.38790213e-02  -4.94767321e-02]
 [ -1.24102623e-04  -2.55930279e-01   1.13227645e-02   9.77970690e-02
   -5.29492814e-02  -7.33189410e-02   1.77895795e-01  -1.91146126e-01
    2.04859211e-01   4.91769625e-02]
 [  1.07233403e-01  -2.95138278e-01   3.04927865e-02  -7.80955295e-02
   -1.84674074e-02  -4.72769493e-02   8.79167334e-02   1.16966760e-01
    7.76662985e-02  -2.37343443e-02]
 [ -1.76602140e-01  -1.95675025e-01  -3.02101432e-01  -1.91715839e-02
   -8.70774271e-02   6.75156063e-02  -8.42259084e-02  -2.96048713e-02
    2.69983317e-01  -1.31659896e-01]
 [  1.68790455e-02  -4.68963345e-01   6.93524994e-02  -4.12646361e-02
   -2.51483217e-01  -1.01898844e-01   2.44701970e-01  -1.13001797e-01
   -1.83069551e-02   4.69250717e-02]
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   -1.19207028e-01   9.73111808e-03   2.36923770e-01  -1.02177443e-01
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 [ -1.17882390e-01  -2.25989808e-01  -6.75321544e-02   2.26259634e-02
    2.91318308e-01   9.69388390e-02   1.73951349e-01  -1.54953320e-02
   -1.59250835e-01  -1.99298238e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
   -1.68124441e-01  -2.18657156e-01  -1.73889179e-01  -1.97325468e-01
    8.40273454e-02   1.70495084e-01]
 [ -2.88248825e-01  -3.55121431e-01   9.27922325e-02   2.07790061e-01
   -1.53441511e-01  -6.20752481e-02   1.12417165e-01  -2.61800840e-01
   -2.81090178e-01  -9.82599768e-02]
 [  9.33943950e-02  -2.12834446e-01  -2.57230649e-02   1.06516746e-01
   -5.23725299e-02  -8.57036066e-02   2.66383643e-01   1.68978411e-03
    1.80171806e-02  -7.90938789e-03]
 [  3.64241767e-02  -1.21755223e-01  -2.10933849e-01   1.48410068e-01
   -8.15466047e-02   8.16303023e-02  -2.52691865e-02  -2.01336635e-02
   -8.82550418e-02  -4.01182976e-03]
 [ -1.13992096e-01  -8.06549392e-02  -1.99176684e-01   1.68120189e-01
   -1.78724078e-02   1.30735873e-01   1.48288486e-03  -2.50003838e-01
    8.03960840e-02  -1.84424030e-01]
 [ -6.08145533e-02  -5.46424792e-02   2.78512188e-01   1.11276583e-01
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    8.47228704e-02   5.08656617e-02]
 [  6.30635200e-02  -1.05044363e-02   8.90049486e-02   9.15558894e-02
    1.01722922e-02  -1.76108126e-02   1.91907570e-01   1.20290207e-01
   -2.29670254e-02  -5.36257159e-02]
 [  1.28377052e-02  -1.34246919e-01  -2.91780334e-01  -4.97023355e-02
    7.76796593e-02  -9.37895571e-02   1.11702322e-01   1.62851603e-01
    1.09817922e-01  -2.92142399e-02]
 [  5.50612299e-02  -3.80112599e-02  -1.13350160e-01   5.65983186e-02
   -1.53746981e-01   3.17636088e-01   2.69093915e-01   2.05084544e-01
   -1.50256713e-01  -4.92099937e-02]
 [  2.77129436e-03  -1.89578015e-02   1.22855907e-01   1.08447743e-01
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 [  1.14238714e-01   7.46449081e-02  -4.30059207e-02  -9.26686957e-02
   -1.26302989e-01  -3.31960745e-01   1.24824671e-01   8.72279969e-03
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 [ -1.02910969e-01  -6.53288063e-02  -1.56468495e-02   2.39054498e-02
   -5.15946079e-02  -2.05314208e-01  -4.96581195e-02  -2.01383343e-02
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 [ -1.67346685e-01  -1.38146782e-01  -2.05949070e-01  -3.06491034e-02
   -2.97474298e-01   3.61263281e-03   7.27636560e-02  -2.62465335e-02
   -1.75011925e-02   3.02950005e-02]
 [ -3.03040826e-02  -1.42651091e-01  -7.49080230e-02  -1.25293844e-01
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   -1.80774006e-01  -3.78903507e-01]
 [ -1.55258071e-02  -4.52451246e-01  -3.04933480e-02  -7.03407022e-02
    6.47571380e-01   9.94683507e-02   5.74729451e-01   9.15821484e-02
    3.19159811e-02  -3.85948630e-01]
 [  1.07209322e-02  -5.14148078e-01  -4.40030269e-02  -1.06841378e-01
    6.75014277e-01   2.28345353e-02   5.46661032e-01   4.85276175e-02
   -3.64541629e-01  -2.20453953e-01]
 [ -1.74621183e-01  -6.47582085e-01  -1.06306844e-02  -2.04951457e-01
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   -6.91153400e-02   8.56365937e-02]
 [ -3.02173902e-01  -4.74625550e-01   5.40742112e-02  -5.10080580e-02
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   -9.14192330e-02  -1.38566470e-01]
 [ -2.12885083e-01  -3.55989667e-01   2.49671442e-01  -2.48140096e-01
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   -2.61776521e-01  -3.15538557e-02]
 [ -1.40492167e-01  -2.58731790e-01  -1.84511250e-01  -1.12899012e-01
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   -1.81390729e-02  -1.28851784e-01]
 [  9.96257407e-02   2.49999578e-01   1.58973858e-01  -1.08775641e-01
   -7.17904663e-02   5.53744111e-02  -1.47371071e-01   2.81067023e-01
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 [  3.52158329e-01   3.46901805e-01  -8.13561922e-02   3.08811777e-01
   -8.88234510e-01  -2.86321301e-01  -4.85217590e-01   1.77005004e-01
    3.90622634e-01  -2.24864459e-02]
 [  5.04443227e-02   1.27771408e-01   2.54730074e-01   2.50880517e-01
   -6.11921343e-02  -1.97739398e-01  -1.81274412e-01  -1.32803420e-01
   -1.35900099e-01  -2.85921935e-01]
 [  1.82234006e-02  -9.06683041e-02  -1.21658805e-01  -6.27108245e-02
    2.28484785e-01   4.17487535e-02   2.90169237e-03  -1.85698135e-01
    2.60627249e-02   1.99033542e-01]
 [  1.28635529e-03  -5.16483793e-02  -6.77161062e-02  -5.36161801e-02
   -2.34065331e-02  -1.78422875e-01   7.99862614e-02   9.67580167e-03
    3.47244022e-02   1.52218289e-03]
 [  3.12699236e-02   9.84288505e-02   2.44261406e-01   7.54974644e-02
   -2.35672480e-01  -1.37381899e-01   8.47872820e-02   3.93965163e-02
   -1.84994925e-01   1.07811194e-01]
 [  7.50062497e-02   5.40275331e-02   1.07743474e-01   8.42117883e-03
   -2.40370835e-01   6.68473343e-02   3.95248531e-02  -2.71101835e-01
   -1.68192065e-02  -8.67998357e-02]
 [ -8.35812092e-03   1.16253278e-01   8.48245214e-02  -3.08633605e-02
   -6.40127185e-02   1.79102549e-01   7.53511601e-02   1.18067228e-01
   -2.10371935e-02   1.71777089e-01]
 [  2.26300159e-01   9.61509457e-02   2.98031838e-02   8.36418825e-02
    3.56996622e-05  -2.56941882e-02  -2.05367157e-01   1.48560361e-01
   -5.20633312e-02  -1.69375070e-02]
 [  4.97704299e-02   3.90148070e-02   1.94792628e-02   5.01146329e-02
   -4.59675273e-01  -1.25914487e-01  -2.37969817e-01   4.16176350e-02
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 [  5.62200001e-02   4.92691866e-01   1.26953697e-01   4.34495121e-01
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 [  1.80478721e-01   4.98707435e-01   6.84102560e-02   4.35330164e-01
   -1.04931263e+00  -8.37479690e-02  -4.37779962e-01   1.51347335e-01
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 [  2.47468694e-01   3.23965774e-01   2.45955438e-01   1.48035527e-01
   -5.01054068e-01   8.10421908e-02  -2.22972756e-01   1.62092561e-01
    2.39903665e-01   7.81509693e-02]
 [ -7.15201646e-02   2.44092161e-01   2.41815356e-01   1.93082438e-02
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   -3.02927110e-02   5.33818660e-02]
 [ -9.95746822e-02   1.34182289e-02   2.40565764e-02   9.23764613e-02
   -6.99277887e-02   1.15991543e-01   2.30594357e-01   1.98029936e-02
   -2.74959207e-01  -9.32871236e-02]
 [ -2.24498354e-01  -4.38811804e-02  -9.51209412e-02  -3.48522442e-01
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   -2.10140519e-01   2.92679160e-02]
 [  7.24014807e-03  -4.23985087e-01  -1.28863266e-01  -1.65307838e-01
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   -1.68301470e-01  -2.25689705e-01]
 [  9.03691406e-02  -2.68969487e-01  -1.65560516e-01  -4.90797333e-02
   -8.41502520e-02  -3.68534280e-02   1.47014661e-01  -1.58135661e-01
    9.60995751e-02  -1.88694892e-01]
 [ -1.11881542e-01   2.21728175e-02   2.67075020e-01   5.53451954e-03
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   -1.03571090e-01  -4.98910969e-02]
 [ -3.37971894e-01   5.75912822e-03   1.87774452e-02  -1.22396070e-02
    1.41686177e-01  -1.79845216e-01   1.47655264e-02   2.35018828e-01
   -7.28644268e-02   8.59437866e-02]
 [  1.51851354e-01  -1.51961143e-02  -2.30256236e-01  -6.71373136e-02
    9.80649369e-02  -3.03400244e-01   8.44563185e-02  -1.65942191e-01
    1.05241832e-02  -1.74577134e-01]
 [  2.19414553e-01  -2.14787260e-01   6.76287360e-02  -1.15974461e-02
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    1.21366187e-01  -1.65384744e-01]
 [ -1.00676867e-01  -7.96321021e-02   1.22951395e-01   1.14026939e-01
    1.52910987e-02  -1.16666560e-01   2.46229450e-01  -7.80464404e-02
    1.85249479e-01   3.05938253e-03]
 [ -3.99889125e-02  -2.21268439e-01   1.82679203e-01  -3.08653693e-01
   -2.27404723e-01   1.33179930e-01   1.22652712e-01  -1.23485800e-01
   -1.29588063e-02   1.82214054e-01]]
[[ 0.61980221]
 [ 1.74277649]
 [ 0.22368207]
 [ 0.87703679]
 [-2.75849187]
 [-0.26987365]
 [-1.77082476]
 [ 0.07193692]
 [ 0.68899927]
 [ 0.87717331]]
Progress: 49.1% ... Training loss: 0.263 ... Validation loss: 0.456[[  1.69386841e-01   2.72718880e-01  -1.02141437e-01   1.12147400e-01
   -4.62429578e-01  -7.17757472e-02  -9.05425598e-02   1.20565775e-01
   -4.64958507e-02   2.12298989e-01]
 [  1.02555375e-02   1.27961891e-01  -2.03933193e-02   4.34110302e-02
    8.51143729e-02  -5.65817792e-03   3.33749771e-01   4.06507194e-02
    1.40196558e-01  -3.11735236e-02]
 [  2.12058979e-01   7.89633749e-01   1.62346158e-02  -3.77329135e-02
    7.68798522e-01  -2.65555178e-02  -9.63946866e-01  -3.99579789e-02
    6.97615306e-02   3.05590543e-01]
 [  6.20495833e-02  -4.32277246e-01  -1.88667546e-01   2.20360520e-01
    3.94442775e-03   1.22502150e-01   2.51877403e-01   6.58894613e-02
    1.46527767e-01   3.19048935e-01]
 [ -3.34476404e-02   5.13386952e-02  -1.50197564e-01   3.62756510e-02
   -7.50895473e-02  -1.78133611e-01   1.21244442e-01  -1.17344258e-01
   -1.98961024e-01  -6.10702207e-02]
 [ -4.06576974e-01  -6.83113863e-01  -3.06437714e-01   1.33682502e-01
   -1.80843838e-01   4.63609887e-02   3.92480107e-01  -4.12411607e-02
   -4.46749393e-02  -5.03543688e-02]
 [  6.79770411e-04  -2.54650985e-01   1.16301562e-02   9.92013388e-02
   -5.79671691e-02  -7.36048344e-02   1.76579385e-01  -1.91059602e-01
    2.05901604e-01   5.04010430e-02]
 [  1.08543751e-01  -2.92764846e-01   3.10100246e-02  -7.60154317e-02
   -2.48134153e-02  -4.79072132e-02   8.56629124e-02   1.17127270e-01
    7.92989648e-02  -2.17923421e-02]
 [ -1.76738056e-01  -1.96324154e-01  -3.02101292e-01  -1.92684784e-02
   -8.60373454e-02   6.75800547e-02  -8.37198985e-02  -2.96202100e-02
    2.69848061e-01  -1.31773061e-01]
 [  2.15430374e-02  -4.58655452e-01   7.10322071e-02  -3.45277677e-02
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 [ -4.02543106e-02  -2.20599526e-01   1.82535134e-01  -3.09135385e-01
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[[ 0.62653382]
 [ 1.75585949]
 [ 0.23473799]
 [ 0.87798269]
 [-2.74918666]
 [-0.26754305]
 [-1.77322866]
 [ 0.07397786]
 [ 0.69272458]
 [ 0.88143218]]
Progress: 49.2% ... Training loss: 0.263 ... Validation loss: 0.446[[  1.69169228e-01   2.72676253e-01  -1.02161010e-01   1.11782238e-01
   -4.61392294e-01  -7.16905566e-02  -9.04044807e-02   1.20547767e-01
   -4.67964103e-02   2.12024601e-01]
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 [  2.11376203e-01   7.89288589e-01   1.59563680e-02  -3.89437033e-02
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    6.88025637e-02   3.04740072e-01]
 [  6.14560428e-02  -4.34900857e-01  -1.88913209e-01   2.19968382e-01
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 [ -3.28036050e-02   5.17379388e-02  -1.49971461e-01   3.73335271e-02
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   -1.62012817e-01  -2.02912968e-01]
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   -1.52049773e-02  -8.47357178e-02]
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 [ -3.37419388e-01   6.84389304e-03   1.89681961e-02  -1.14563691e-02
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 [ -1.01111287e-01  -8.04711971e-02   1.22811503e-01   1.13559558e-01
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    1.84756114e-01   2.52802726e-03]
 [ -4.11703263e-02  -2.21677314e-01   1.82186716e-01  -3.10585344e-01
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   -1.44511827e-02   1.80671305e-01]]
[[ 0.615263  ]
 [ 1.7487351 ]
 [ 0.22302651]
 [ 0.86654046]
 [-2.75800872]
 [-0.2770821 ]
 [-1.78587853]
 [ 0.06602839]
 [ 0.67952009]
 [ 0.87035119]]
Progress: 49.2% ... Training loss: 0.264 ... Validation loss: 0.451[[  1.68396324e-01   2.70825988e-01  -1.02432958e-01   1.10734874e-01
   -4.59158010e-01  -7.13448268e-02  -8.81288635e-02   1.20454857e-01
   -4.76048442e-02   2.10935904e-01]
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 [  2.11805044e-01   7.90749212e-01   1.59835485e-02  -3.87039210e-02
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    6.91217851e-02   3.05339996e-01]
 [  6.31522641e-02  -4.30118202e-01  -1.88294143e-01   2.22364336e-01
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   -2.00894387e-01  -6.32024200e-02]
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   -4.46962538e-02  -5.05117796e-02]
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   -1.61756791e-01  -2.02569744e-01]
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 [  5.05402863e-02   1.26974748e-01   2.54747800e-01   2.50865837e-01
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   -2.10223615e-01   2.91412847e-02]
 [  7.11870021e-03  -4.24328160e-01  -1.28897872e-01  -1.65455647e-01
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 [  8.90762471e-02  -2.71806749e-01  -1.65957609e-01  -5.05086079e-02
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 [ -3.37530525e-01   6.81043309e-03   1.89019745e-02  -1.16368099e-02
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   -7.24273271e-02   8.62826978e-02]
 [  1.51361248e-01  -1.75342626e-02  -2.30347333e-01  -6.75157930e-02
    9.80181838e-02  -3.03169405e-01   8.68308609e-02  -1.65976456e-01
    1.02386622e-02  -1.75068962e-01]
 [  2.20065394e-01  -2.13761885e-01   6.79045703e-02  -1.04260577e-02
    7.88190425e-02  -4.14819335e-02   5.18363502e-02  -1.35697863e-01
    1.22140357e-01  -1.64547438e-01]
 [ -1.01006762e-01  -8.05536044e-02   1.22856391e-01   1.13748501e-01
    1.59028910e-02  -1.16546726e-01   2.47031241e-01  -7.80830352e-02
    1.84886861e-01   2.74206147e-03]
 [ -4.22280511e-02  -2.24682540e-01   1.81815610e-01  -3.12063415e-01
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   -1.55922835e-02   1.79294059e-01]]
[[ 0.61715413]
 [ 1.7482241 ]
 [ 0.22480405]
 [ 0.86769199]
 [-2.75401137]
 [-0.27493079]
 [-1.78520602]
 [ 0.06791881]
 [ 0.68221176]
 [ 0.87091415]]
Progress: 49.3% ... Training loss: 0.263 ... Validation loss: 0.452[[ 0.16893407  0.27152222 -0.10220439  0.11153176 -0.45928036 -0.0715976
  -0.08866986  0.12052293 -0.04699816  0.21163647]
 [ 0.01043718  0.12810192 -0.02029979  0.04379045  0.08416628 -0.00578206
   0.33383573  0.0406746   0.14044807 -0.03084554]
 [ 0.20964007  0.78744502  0.01517404 -0.04206018  0.78233674 -0.02524591
  -0.96374748 -0.0402979   0.06656734  0.30220819]
 [ 0.0641118  -0.42744925 -0.18792801  0.2239343  -0.00507515  0.12162834
   0.24718906  0.06609041  0.14882942  0.32214279]
 [-0.03662004  0.04399079 -0.15134367  0.03224793 -0.06700645 -0.17672808
   0.12964073 -0.11764489 -0.20237368 -0.06514192]
 [-0.40545589 -0.68227054 -0.30590984  0.13576003 -0.1896559   0.04568658
   0.39222958 -0.04106814 -0.04331596 -0.0488452 ]
 [-0.00160059 -0.26106635  0.01076006  0.09593625 -0.04964672 -0.07255797
   0.18336584 -0.19132611  0.20331009  0.04732933]
 [ 0.10832582 -0.29334933  0.03096453 -0.07603994 -0.02638598 -0.0479162
   0.08504548  0.11709658  0.07911648 -0.02192615]
 [-0.1768684  -0.19638647 -0.30216301 -0.01950391 -0.08640538  0.06765207
  -0.08372224 -0.02964493  0.26974009 -0.13216821]
 [ 0.01859876 -0.46581006  0.06999607 -0.038683   -0.2647571  -0.10265615
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 [ 0.03480602 -0.12560899 -0.21146634  0.1462959  -0.07835301  0.08231153
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 [-0.05915854 -0.05136152  0.279106    0.11365212  0.07798934 -0.06512155
  -0.12055746  0.12147019  0.08655765  0.05314209]
 [ 0.06278138 -0.01141822  0.08891327  0.09132757  0.01031397 -0.01744761
   0.19229562  0.12025852 -0.02317243 -0.05374829]
 [ 0.01153079 -0.13694252 -0.29229221 -0.05160909  0.08201151 -0.09327006
   0.11344927  0.16268783  0.10831427 -0.03113568]
 [ 0.05611505 -0.03678502 -0.11288672  0.05848275 -0.15962413  0.31709144
   0.26774097  0.20521745 -0.14888986 -0.04759239]
 [ 0.00371074 -0.01682833  0.12319066  0.10986517  0.01335941  0.10508627
  -0.09069346 -0.04169992  0.21957841  0.08780422]
 [ 0.1148232   0.07671986 -0.04282403 -0.09195713 -0.12954733 -0.33216063
   0.12268161  0.00877485  0.14875226  0.09574351]
 [-0.1037448  -0.06777163 -0.01593751  0.02281462 -0.04856086 -0.20495175
  -0.04714534 -0.02023491  0.01914505  0.12676797]
 [-0.16705373 -0.1379196  -0.2057923  -0.0301122  -0.29854935  0.00345329
   0.07219071 -0.02620428 -0.01714478  0.03080644]
 [-0.0300984  -0.14300703 -0.07481722 -0.12490282  0.52522055  0.27510457
   0.608744    0.11316968 -0.18051696 -0.37864928]
 [-0.01586609 -0.45374481 -0.03062707 -0.07086514  0.64920962  0.09961648
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 [ 0.01105728 -0.51361546 -0.04389183 -0.10634277  0.6742438   0.02268497
   0.54588188  0.04856231 -0.36416878 -0.21994994]
 [-0.17415324 -0.64768583 -0.01046469 -0.20424095  0.77548553 -0.09113215
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 [-0.30189075 -0.4746597   0.05420275 -0.05049799  0.91862091  0.14256611
   0.48342389  0.04719116 -0.09102487 -0.13808264]
 [-0.21255814 -0.35560762  0.2498054  -0.24757854  0.68060567 -0.04346539
   0.73546396  0.01242478 -0.26135102 -0.03104334]
 [-0.13960505 -0.25689708 -0.1841858  -0.11151597  0.51543927 -0.22713153
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 [ 0.09864663  0.24815843  0.15864328 -0.11003103 -0.06996587  0.05577728
  -0.14551065  0.28095637  0.06050669  0.16609107]
 [ 0.35140582  0.34537042 -0.081567    0.30771616 -0.88745779 -0.28599906
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 [ 0.01811574 -0.0916691  -0.12171647 -0.06281314  0.22967835  0.04178752
   0.00368531 -0.18571173  0.02591527  0.19891362]
 [ 0.00193072 -0.04985636 -0.06748621 -0.0526866  -0.02587493 -0.17872798
   0.0780573   0.00974669  0.03534437  0.00231475]
 [ 0.0303137   0.09613035  0.24389128  0.07412408 -0.23118487 -0.13698424
   0.08722826  0.039284   -0.18610655  0.10641024]
 [ 0.07597558  0.05708577  0.10807195  0.00978312 -0.24527689  0.06639927
   0.03672924 -0.27099094 -0.01572245 -0.08536284]
 [-0.01013273  0.11147156  0.08417818 -0.03333432 -0.05666565  0.17985849
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 [ 0.22813819  0.10156323  0.03052095  0.08638497 -0.00812673 -0.02659144
  -0.21044597  0.14877265 -0.04994215 -0.01428974]
 [ 0.05051223  0.04068228  0.01972392  0.0510051  -0.46319617 -0.12620869
  -0.23936566  0.04169959  0.12568853  0.20093536]
 [ 0.05421161  0.48811293  0.12617894  0.43196826 -1.26752202 -0.30178596
  -0.55875239 -0.07149626  0.29644181  0.33725679]
 [ 0.18084673  0.49946162  0.06859709  0.43595597 -1.05066907 -0.08375737
  -0.43854765  0.15139168  0.21837912  0.48256734]
 [ 0.24814764  0.32636481  0.24631649  0.14936828 -0.50626097  0.08064982
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 [-0.07135869  0.24467786  0.24187785  0.01953292 -0.07417401  0.12977012
  -0.12049138 -0.01497413 -0.03010687  0.05351874]
 [-0.10014266  0.01244331  0.02384937  0.09160595 -0.06825804  0.11623267
   0.2315271   0.0197369  -0.27558852 -0.09404593]
 [-0.22511611 -0.04575444 -0.09534261 -0.34936607  0.19551771  0.12057915
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 [ 0.00695094 -0.42482354 -0.12895855 -0.16570308  0.38053851  0.02649111
   0.20385874  0.15196219 -0.16861026 -0.22610338]
 [ 0.08968204 -0.27125757 -0.16576548 -0.04964299 -0.08709558 -0.03660656
   0.15048361 -0.15823174  0.09543402 -0.18973892]
 [-0.11044397  0.02360391  0.26765495  0.00787592  0.14360136  0.07539417
   0.06347372 -0.2962287  -0.10179821 -0.04763878]
 [-0.33773266  0.00618497  0.01884324 -0.01182802  0.14107182 -0.17993954
   0.01381365  0.23503437 -0.0726164   0.08599803]
 [ 0.15073633 -0.01931745 -0.23059196 -0.06841419  0.10019426 -0.30287422
   0.08863476 -0.1660439   0.0095289  -0.17606468]
 [ 0.2202751  -0.21352854  0.06798084 -0.01013223  0.07844399 -0.04157562
   0.05162636 -0.13567405  0.12237563 -0.16429535]
 [-0.10022342 -0.07859489  0.12316681  0.11491658  0.01256295 -0.11691386
   0.24507535 -0.07799482  0.18574032  0.00377652]
 [-0.04130786 -0.22271452  0.18216461 -0.31079459 -0.22833813  0.13377292
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[[ 0.62219995]
 [ 1.74941116]
 [ 0.23060492]
 [ 0.87528543]
 [-2.75339134]
 [-0.26887989]
 [-1.77472552]
 [ 0.07384669]
 [ 0.68923356]
 [ 0.87624347]]
Progress: 49.4% ... Training loss: 0.262 ... Validation loss: 0.451[[ 0.17152699  0.27886708 -0.10122613  0.11527033 -0.46916259 -0.07276392
  -0.09580418  0.12085374 -0.0442021   0.21529075]
 [ 0.01015227  0.12772374 -0.02039719  0.04343275  0.08544378 -0.00567097
   0.33432412  0.04064314  0.14014614 -0.03116487]
 [ 0.20952917  0.78649117  0.01523523 -0.04198091  0.78202151 -0.02528755
  -0.96350074 -0.0402877   0.06644995  0.30223273]
 [ 0.0646421  -0.4268018  -0.18768063  0.22485977 -0.00589998  0.12128776
   0.24623308  0.06616174  0.14947641  0.32312537]
 [-0.0398947   0.03510684 -0.15258792  0.0277881  -0.05433906 -0.17542614
   0.13817537 -0.11802009 -0.20573075 -0.06954004]
 [-0.40567944 -0.68238001 -0.3060194   0.13538025 -0.18888931  0.04581052
   0.39237928 -0.04109875 -0.04363047 -0.04921707]
 [-0.00156489 -0.26009076  0.01077087  0.09600811 -0.04933902 -0.07262274
   0.1824374  -0.19130108  0.2033035   0.04754009]
 [ 0.10899355 -0.29202219  0.03122627 -0.07506734 -0.03038565 -0.04822708
   0.08266045  0.11717398  0.07989575 -0.02098778]
 [-0.17600156 -0.19469575 -0.30183383 -0.0182216  -0.08942456  0.06729241
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 [ 0.01884674 -0.46499458  0.07004224 -0.03839622 -0.26542842 -0.10268655
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 [ 0.09457892 -0.21052179 -0.0252577   0.10818312 -0.05425085 -0.08619024
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 [ 0.03428167 -0.12614603 -0.21164575  0.14555146 -0.07686204  0.08249871
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 [-0.05904921 -0.05061763  0.27913196  0.11385069  0.07757591 -0.06517909
  -0.12081317  0.12148903  0.08667641  0.05337111]
 [ 0.06240421 -0.01239857  0.08878025  0.09080769  0.0116912  -0.01728519
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 [ 0.01072757 -0.13923842 -0.29260713 -0.05277148  0.08506088 -0.09291766
   0.11520723  0.16258133  0.10736014 -0.03227189]
 [ 0.05683537 -0.03519315 -0.11258094  0.05957657 -0.1634756   0.31674742
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 [ 0.00464771 -0.01437461  0.12353065  0.11117024  0.00959599  0.10468498
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 [ 0.11550461  0.07835381 -0.04255833 -0.09096082 -0.13200944 -0.33243406
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 [ 0.07513937  0.05489246  0.10776571  0.00858991 -0.24180072  0.06676048
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  -0.21057179  0.14877775 -0.04989904 -0.01423303]
 [ 0.05015354  0.03979117  0.01957511  0.05041575 -0.46169274 -0.12603081
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 [ 0.05491862  0.49014682  0.12648106  0.43315208 -1.26907213 -0.30208895
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 [ 0.18144615  0.50081754  0.06883681  0.43686199 -1.05394137 -0.08405201
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 [ 0.24802253  0.32612128  0.24625365  0.14914035 -0.50585851  0.08071673
  -0.22513207  0.16217317  0.24081993  0.07930634]
 [-0.07131236  0.24519244  0.24189167  0.01961668 -0.07457761  0.12974847
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   0.23148788  0.01973655 -0.27559149 -0.09404804]
 [-0.2252788  -0.04622059 -0.09540811 -0.34960204  0.19603567  0.12065108
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 [ 0.00702745 -0.42478679 -0.12893323 -0.16560356  0.38020895  0.02645931
   0.20378249  0.15197127 -0.168526   -0.22599783]
 [ 0.08953787 -0.27120075 -0.16586779 -0.04996293 -0.08744115 -0.03651251
   0.15034719 -0.15826021  0.09518811 -0.18996096]
 [-0.11043683  0.02431051  0.26766813  0.00792587  0.14332301  0.07536508
   0.06249343 -0.29621733 -0.10177928 -0.04765233]
 [-0.33806751  0.0055369   0.01870969 -0.01229825  0.14216015 -0.17978865
   0.01445768  0.23499248 -0.07299417  0.08550044]
 [ 0.1517825  -0.01707804 -0.23016469 -0.06679691  0.0960774  -0.30335799
   0.08668306 -0.16590102  0.01062679 -0.17469228]
 [ 0.22131533 -0.21113052  0.06837118 -0.00871478  0.07593284 -0.04202927
   0.04885241 -0.13554478  0.1234614  -0.16280435]
 [-0.10107869 -0.08088388  0.12286581  0.11382413  0.0152852  -0.11656733
   0.24720401 -0.07809328  0.18485727  0.0027248 ]
 [-0.04072039 -0.22129434  0.18236286 -0.31004965 -0.23084133  0.13353658
   0.12316034 -0.1235878  -0.01392372  0.18157158]]
[[ 0.62922975]
 [ 1.75458183]
 [ 0.23513934]
 [ 0.88072594]
 [-2.75367134]
 [-0.26442108]
 [-1.7715281 ]
 [ 0.07992939]
 [ 0.69661001]
 [ 0.88265931]]
Progress: 49.4% ... Training loss: 0.263 ... Validation loss: 0.452[[  1.73575724e-01   2.84431153e-01  -1.00425669e-01   1.18353522e-01
   -4.78246649e-01  -7.36403889e-02  -1.00727672e-01   1.21144318e-01
   -4.17875119e-02   2.18224553e-01]
 [  1.04738535e-02   1.28512300e-01  -2.02627634e-02   4.39460825e-02
    8.39445433e-02  -5.80909824e-03   3.33474102e-01   4.06910126e-02
    1.40553789e-01  -3.06382432e-02]
 [  2.12395488e-01   7.91981556e-01   1.63381192e-02  -3.79173955e-02
    7.72410578e-01  -2.64427530e-02  -9.69948495e-01  -3.99091210e-02
    6.97749027e-02   3.06046225e-01]
 [  6.41981006e-02  -4.27816547e-01  -1.87818232e-01   2.24277695e-01
   -2.03455424e-03   1.21434509e-01   2.48115748e-01   6.60900609e-02
    1.49106080e-01   3.22516285e-01]
 [ -3.92155685e-02   3.56111704e-02  -1.52265342e-01   2.88790944e-02
   -5.53576802e-02  -1.75794848e-01   1.37545586e-01  -1.17909854e-01
   -2.05042249e-01  -6.83394891e-02]
 [ -4.06841351e-01  -6.83539680e-01  -3.06412297e-01   1.33845528e-01
   -1.86843379e-01   4.62931252e-02   3.93806200e-01  -4.12502047e-02
   -4.49630934e-02  -5.08053282e-02]
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   -1.62125627e-01  -2.03236473e-01]
 [ -1.59181540e-01   1.72831187e-03   6.09208640e-02   1.87507761e-02
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   -5.30253098e-02  -8.58990826e-02   2.65253164e-01   1.74092781e-03
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 [ -1.15886230e-01  -8.64829523e-02  -1.99908831e-01   1.65337397e-01
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 [  6.31883831e-02  -1.02943256e-02   8.90871200e-02   9.19087799e-02
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   -2.27612565e-02  -5.31839332e-02]
 [  1.17536709e-02  -1.36588717e-01  -2.92198717e-01  -5.12159678e-02
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 [  5.63205281e-02  -3.64483222e-02  -1.12764574e-01   5.88023416e-02
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 [  1.11556665e-02  -5.13911966e-01  -4.38501738e-02  -1.06155835e-01
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 [ -1.74364070e-01  -6.48017942e-01  -1.05446464e-02  -2.04540516e-01
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 [ -2.12661253e-01  -3.55884130e-01   2.49766509e-01  -2.47731797e-01
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 [  3.52170602e-01   3.47232921e-01  -8.12504482e-02   3.08825502e-01
   -8.90026937e-01  -2.86374533e-01  -4.85515543e-01   1.77009934e-01
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 [  5.03570358e-02   1.26295229e-01   2.54719902e-01   2.50544849e-01
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 [  1.73104105e-02  -9.37335378e-02  -1.22034953e-01  -6.40436491e-02
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   -1.85215924e-01   1.07404588e-01]
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   -1.80419444e-02  -8.83863497e-02]
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 [  2.28190976e-01   1.01683247e-01   3.05400215e-02   8.64523098e-02
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   -2.75106223e-01  -9.34463320e-02]
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 [  6.86033779e-03  -4.25135136e-01  -1.28996257e-01  -1.65849270e-01
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 [  9.01586494e-02  -2.68959775e-01  -1.65629826e-01  -4.90356718e-02
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   -7.25579536e-02   8.59375157e-02]
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    1.84384903e-01   2.03995773e-03]
 [ -3.95698705e-02  -2.17764783e-01   1.82765025e-01  -3.08452104e-01
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   -1.27004572e-02   1.83105775e-01]]
[[ 0.63022065]
 [ 1.75821414]
 [ 0.23524503]
 [ 0.87933509]
 [-2.75379471]
 [-0.26722275]
 [-1.77647566]
 [ 0.08067503]
 [ 0.6960209 ]
 [ 0.8851522 ]]
Progress: 49.5% ... Training loss: 0.265 ... Validation loss: 0.449[[ 0.16945611  0.27508966 -0.10192646  0.11246313 -0.46113182 -0.07188454
  -0.09208665  0.12059684 -0.04633627  0.21269703]
 [ 0.01054166  0.12867622 -0.02023917  0.044039    0.08373297 -0.00583776
   0.33332347  0.04069944  0.14062531 -0.03055042]
 [ 0.20740157  0.78092213  0.01446412 -0.04509138  0.79186506 -0.02429057
  -0.96020113 -0.04056137  0.06436613  0.2993966 ]
 [ 0.06465763 -0.42833132 -0.18767321  0.22505853 -0.00426377  0.1212247
   0.24956665  0.06616613  0.14982624  0.32339028]
 [-0.03610618  0.04338155 -0.15093306  0.03394822 -0.07007218 -0.17727791
   0.13076267 -0.11744353 -0.20134815 -0.0634515 ]
 [-0.40703982 -0.68424807 -0.30648416  0.13357185 -0.18630908  0.04637947
   0.39461555 -0.04128003 -0.04519364 -0.05108031]
 [-0.00225962 -0.2622731   0.01048138  0.09488358 -0.0444085  -0.07230655
   0.18429386 -0.1913768   0.20241628  0.04692033]
 [ 0.10754519 -0.29504422  0.03067473 -0.07720596 -0.02626147 -0.04754301
   0.08450874  0.11697558  0.07826563 -0.02311706]
 [-0.17783056 -0.19986764 -0.30250107 -0.02077503 -0.08463593  0.06805177
  -0.07958336 -0.02977004  0.26909921 -0.13362669]
 [ 0.01692068 -0.4679371   0.06929134 -0.04139438 -0.25974615 -0.10176296
   0.24267603 -0.11301317 -0.01844334  0.04700174]
 [-0.07949428 -0.13999484  0.0051566  -0.12722139 -0.11793077  0.00990383
   0.24114213 -0.10229146  0.00178237 -0.10875494]
 [-0.12098634 -0.23461399 -0.06857401  0.01910585  0.29795775  0.09820495
   0.18282709 -0.01587327 -0.16235827 -0.20350926]
 [-0.15918154  0.00172831  0.06092086  0.01875078 -0.16812444 -0.21865716
  -0.17388918 -0.19732547  0.08402735  0.17049508]
 [-0.28818308 -0.35384376  0.092885    0.20829463 -0.15829831 -0.0622154
   0.11222903 -0.2617743  -0.2811306  -0.09808462]
 [ 0.09379299 -0.21203111 -0.02554368  0.10712521 -0.052498   -0.08585422
   0.26581416  0.00172617  0.01845728 -0.00746088]
 [ 0.03301812 -0.1287981  -0.21209379  0.14379053 -0.07287665  0.08300681
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 [-0.11570767 -0.08624894 -0.19984952  0.16551108 -0.00942582  0.13146505
   0.0066185  -0.25018287  0.0783785  -0.18669474]
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 [ 0.05604296 -0.03740943 -0.1128608   0.05846147 -0.16058646  0.31707803
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 [ 0.00341559 -0.01738115  0.12307142  0.10946347  0.0141051   0.10518692
  -0.09010861 -0.04174502  0.21947089  0.08748048]
 [ 0.11546268  0.07743133 -0.04257456 -0.09106997 -0.13303727 -0.33240851
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 [ 0.01095371 -0.51425353 -0.04392208 -0.10643791  0.67445182  0.02270973
   0.5465068   0.04855047 -0.36425836 -0.22008447]
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   0.66823893 -0.08336351 -0.06938907  0.08539333]
 [-0.30190125 -0.4747944   0.05418805 -0.05054946  0.9192665   0.14257274
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 [-0.21297736 -0.35646918  0.24965211 -0.24816722  0.68259184 -0.0432824
   0.73633535  0.01237051 -0.26181728 -0.0316152 ]
 [-0.13942515 -0.25644676 -0.18411366 -0.11121318  0.51452598 -0.22720638
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 [ 0.09884475  0.2495863   0.15869522 -0.10979278 -0.07143669  0.05570395
  -0.14674624  0.28097369  0.06066193  0.16619845]
 [ 0.35168273  0.34579618 -0.08141362  0.30809778 -0.88842189 -0.28615928
  -0.48395751  0.17694787  0.39001521 -0.02318007]
 [ 0.05017474  0.1258035   0.25465448  0.25030802 -0.05854994 -0.19761036
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 [ 0.01703528 -0.09434258 -0.12213894 -0.06442395  0.23354453  0.04225671
   0.00601603 -0.18585021  0.02466038  0.19734957]
 [ 0.00343461 -0.04621039 -0.06693175 -0.05048806 -0.03174773 -0.1793657
   0.07412559  0.00994296  0.0371014   0.00451707]
 [ 0.03106534  0.09803768  0.24411523  0.07508915 -0.23432676 -0.13728492
   0.08532586  0.03938018 -0.185315    0.10731751]
 [ 0.0747636   0.05403937  0.10763463  0.00815256 -0.24027398  0.06688601
   0.03951287 -0.27113808 -0.01695677 -0.08705029]
 [-0.00983339  0.11166129  0.08428438 -0.03283844 -0.05741665  0.17971603
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 [ 0.22723479  0.09945166  0.03016233  0.08499562 -0.0043791  -0.02617344
  -0.20851014  0.14864435 -0.05105042 -0.01565012]
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  -0.23859983  0.04163526  0.12509191  0.20016575]
 [ 0.05452285  0.48848127  0.12629952  0.4324557  -1.2680366  -0.30185097
  -0.55856653 -0.07146828  0.29673513  0.33760429]
 [ 0.18056369  0.49893851  0.06850911  0.43563078 -1.05229093 -0.08368639
  -0.43857338  0.15135454  0.21820916  0.48233335]
 [ 0.2474887   0.32570726  0.24606657  0.14842018 -0.5062098   0.08093973
  -0.2242756   0.1621095   0.24032247  0.07863839]
 [-0.07259561  0.24209123  0.24144677  0.01779205 -0.06907461  0.13029936
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   0.22970122  0.01981674 -0.27487407 -0.0931487 ]
 [-0.22520243 -0.04596951 -0.09537948 -0.34949537  0.19572611  0.12061942
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 [ 0.00673013 -0.42548076 -0.12904936 -0.1660559   0.38128431  0.0265867
   0.20451668  0.15193123 -0.16886773 -0.22644079]
 [ 0.08923793 -0.27229141 -0.16599438 -0.05038765 -0.08964765 -0.03636997
   0.15089552 -0.15831381  0.09501901 -0.19038886]
 [-0.11131037  0.02192674  0.26737818  0.00663354  0.14752442  0.07573039
   0.06489784 -0.29631993 -0.10283929 -0.04888052]
 [-0.33913811  0.00234784  0.01832381 -0.01366285  0.14597442 -0.17933542
   0.0176028   0.23486366 -0.07415721  0.08411764]
 [ 0.15072312 -0.02032569 -0.23056205 -0.06835089  0.10088815 -0.30290447
   0.08959574 -0.16603001  0.00947487 -0.17612964]
 [ 0.22012601 -0.2136412   0.06793282 -0.01033821  0.0799991  -0.0415256
   0.05152793 -0.13569165  0.12222675 -0.16434031]
 [-0.10181863 -0.08138498  0.12259021  0.11259855  0.01868336 -0.11619899
   0.2473809  -0.07819984  0.18386627  0.0015482 ]
 [-0.04082015 -0.22061575  0.18230356 -0.31018999 -0.23250213  0.13357853
   0.12276749 -0.12361154 -0.01378763  0.18153314]]
[[ 0.61062779]
 [ 1.73863325]
 [ 0.21750403]
 [ 0.8618462 ]
 [-2.77096626]
 [-0.28226007]
 [-1.78805689]
 [ 0.06270502]
 [ 0.67557844]
 [ 0.86359194]]
Progress: 49.5% ... Training loss: 0.268 ... Validation loss: 0.458[[ 0.17134387  0.28103915 -0.10125095  0.1151819  -0.46841704 -0.07268319
  -0.09822322  0.12077935 -0.04428987  0.21533936]
 [ 0.01076052  0.12924666 -0.02016895  0.04435165  0.08307396 -0.0059383
   0.33281831  0.04072238  0.14084078 -0.0302475 ]
 [ 0.20700969  0.78042463  0.01414451 -0.04634999  0.7971809  -0.02397171
  -0.96168418 -0.04063869  0.06360855  0.29844472]
 [ 0.06645632 -0.42432575 -0.1869825   0.22817388 -0.01715186  0.12036694
   0.24469838  0.06635906  0.15176998  0.32474761]
 [-0.0366957   0.04215932 -0.15105973  0.03338115 -0.06596668 -0.17699883
   0.13308024 -0.11745985 -0.20171755 -0.06399138]
 [-0.40799042 -0.68600252 -0.30677569  0.13242766 -0.18426342  0.04678457
   0.39688346 -0.04137057 -0.04620604 -0.05208072]
 [-0.00203041 -0.26183296  0.0105812   0.09522597 -0.04527963 -0.07243004
   0.18375629 -0.19134158  0.20265233  0.04723488]
 [ 0.10794305 -0.29375413  0.03079117 -0.07677407 -0.02765764 -0.04766159
   0.08214967  0.11699989  0.07859081 -0.02261199]
 [-0.1752471  -0.19316207 -0.30160391 -0.01712936 -0.095296    0.06690076
  -0.08652692 -0.02951059  0.2718797  -0.12999629]
 [ 0.01934708 -0.46176172  0.07014568 -0.03814078 -0.26789555 -0.10277403
   0.23548991 -0.11277425 -0.01587266  0.05049644]
 [-0.07862777 -0.13762492  0.00548193 -0.12589328 -0.12239285  0.00947653
   0.23847533 -0.10219582  0.00259913 -0.10762065]
 [-0.12201932 -0.23647793 -0.06893179  0.01779991  0.29968752  0.09865535
   0.18510773 -0.01597939 -0.1634164  -0.20468864]
 [-0.15918154  0.00172831  0.06092086  0.01875078 -0.16812444 -0.21865716
  -0.17388918 -0.19732547  0.08402735  0.17049508]
 [-0.2880581  -0.35345174  0.09294435  0.2085086  -0.15871801 -0.06227712
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 [ 0.09335004 -0.21233267 -0.02566786  0.10660361 -0.05166328 -0.08565385
   0.26637308  0.001684    0.01795986 -0.00807803]
 [ 0.03216896 -0.13116371 -0.212388    0.14271045 -0.07053288  0.08336857
  -0.01545665 -0.0206117  -0.09286504 -0.00964041]
 [-0.11510092 -0.08462947 -0.1996244   0.16638597 -0.01189044  0.13116114
   0.00506827 -0.25011409  0.07905214 -0.18579881]
 [-0.05766357 -0.04761181  0.27961226  0.11578062  0.07304163 -0.06576041
  -0.12418453  0.12165227  0.08810893  0.05549427]
 [ 0.06079348 -0.01610594  0.08819196  0.08835775  0.01860409 -0.01649766
   0.19683917  0.12001237 -0.02547743 -0.05658381]
 [ 0.01083249 -0.13802318 -0.29263129 -0.0527612   0.08393584 -0.0928593
   0.11226862  0.16258341  0.10742858 -0.03217958]
 [ 0.05694685 -0.03499162 -0.11252033  0.05979427 -0.16488211  0.31663598
   0.26543079  0.2053026  -0.14781244 -0.04642653]
 [ 0.00374659 -0.01683438  0.1231903   0.10988756  0.01283214  0.10504208
  -0.09089095 -0.04171779  0.21983745  0.0879935 ]
 [ 0.11688107  0.08138086 -0.0420932  -0.08906792 -0.13912615 -0.33301919
   0.11812955  0.0089985   0.15097938  0.09843394]
 [-0.10434752 -0.06912037 -0.01615694  0.02203308 -0.04723014 -0.20471806
  -0.0455189  -0.02031915  0.01857396  0.12591118]
 [-0.16692755 -0.13805722 -0.20575852 -0.02990729 -0.29968764  0.00338336
   0.07233759 -0.02618857 -0.01696991  0.03096157]
 [-0.02985751 -0.14303417 -0.07471491 -0.12449555  0.52402402  0.27497992
   0.60858142  0.11319952 -0.1802305  -0.37822783]
 [-0.0160782  -0.45484687 -0.03071001 -0.07121185  0.6499636   0.09972638
   0.57704117  0.09151741  0.03123901 -0.38691855]
 [ 0.0111267  -0.51398878 -0.04385458 -0.10615155  0.67362423  0.02263043
   0.54627282  0.04857048 -0.36409129 -0.21984337]
 [-0.17513476 -0.64986625 -0.01083091 -0.20559609  0.77937217 -0.09072701
   0.66884253 -0.08338318 -0.06961666  0.0851054 ]
 [-0.3018704  -0.47477517  0.05419811 -0.05050686  0.91913504  0.14255656
   0.48312648  0.04719202 -0.09101475 -0.1380354 ]
 [-0.21289014 -0.35668779  0.24969548 -0.24800598  0.68207273 -0.04334339
   0.73657481  0.01238312 -0.26169043 -0.0314384 ]
 [-0.1388535  -0.25551427 -0.18391214 -0.11041763  0.51202606 -0.22747239
   0.20729172  0.16789732 -0.01626628 -0.12647585]
 [ 0.09932515  0.25138777  0.15884828 -0.10909879 -0.0737953   0.05547491
  -0.14849017  0.28102295  0.06111493  0.16678944]
 [ 0.35085962  0.34406181 -0.08170704  0.30693077 -0.88547231 -0.285743
  -0.48222165  0.1768573   0.38913399 -0.0240618 ]
 [ 0.05012588  0.12576815  0.25463881  0.25023878 -0.05835904 -0.19758944
  -0.18052205 -0.13284969 -0.13630597 -0.28645305]
 [ 0.01757125 -0.09295237 -0.12196279 -0.06367482  0.23102873  0.04201546
   0.00446698 -0.18579744  0.0252703   0.19806199]
 [ 0.00321198 -0.04658445 -0.06700282 -0.05080374 -0.03090109 -0.17926075
   0.07451702  0.00991886  0.03684395  0.00418779]
 [ 0.03122062  0.09840322  0.24417317  0.07532277 -0.23483789 -0.13735438
   0.08497188  0.03939525 -0.18514706  0.10753379]
 [ 0.07542395  0.05595844  0.10787887  0.00906755 -0.24304746  0.06658058
   0.03751654 -0.27107764 -0.01622927 -0.08611924]
 [-0.00911498  0.11366601  0.08453181 -0.03182421 -0.06026295  0.17938268
   0.07759106  0.11798908 -0.02196169  0.17088094]
 [ 0.22707317  0.09890364  0.03008857  0.08469268 -0.0039962  -0.02609134
  -0.20810161  0.14862408 -0.05124225 -0.0159209 ]
 [ 0.04949375  0.03857776  0.01934863  0.04947579 -0.45875711 -0.12575476
  -0.23751728  0.04158881  0.12451084  0.19942484]
 [ 0.05442363  0.48866123  0.12628789  0.4323984  -1.26728337 -0.30176771
  -0.55846092 -0.07147684  0.29664874  0.33751962]
 [ 0.18051304  0.49930468  0.06848043  0.43548627 -1.05158865 -0.08361218
  -0.43910838  0.15134424  0.21810063  0.48226598]
 [ 0.24763817  0.32644175  0.24612869  0.14865999 -0.50735648  0.08086461
  -0.22497655  0.16212681  0.24048065  0.07890115]
 [-0.0720717   0.24346278  0.24164471  0.01857667 -0.07150692  0.13004438
  -0.11903994 -0.01507172 -0.03083832  0.05256767]
 [-0.09958544  0.01401557  0.02406381  0.09239871 -0.07099779  0.11598986
   0.22986553  0.01981091 -0.27493737 -0.09322777]
 [-0.22494472 -0.04536099 -0.09529545 -0.34913652  0.19458365  0.12050145
   0.11669458  0.10287308 -0.21062074  0.02868509]
 [ 0.0067982  -0.4253221  -0.12902649 -0.16595804  0.38097755  0.02655556
   0.20431993  0.15193806 -0.16879198 -0.22634466]
 [ 0.09057066 -0.26883581 -0.16553079 -0.04854756 -0.09503207 -0.03696001
   0.14704334 -0.15818686  0.09640745 -0.18849929]
 [-0.11095013  0.02289339  0.26749677  0.00714898  0.14624822  0.07554416
   0.06393673 -0.29627389 -0.10245517 -0.0483739 ]
 [-0.33813905  0.00468731  0.01869225 -0.0121735   0.14214293 -0.17973921
   0.01520683  0.23496723 -0.07305729  0.08554331]
 [ 0.1513486  -0.01813381 -0.23031397 -0.06736169  0.09753241 -0.30319296
   0.08743418 -0.16595654  0.01017476 -0.17532465]
 [ 0.21947934 -0.21532154  0.06769698 -0.01125552  0.08138454 -0.04125032
   0.05257329 -0.13575943  0.12141095 -0.16496833]
 [-0.10157381 -0.08162127  0.12271343  0.11304282  0.01801471 -0.11631688
   0.24766784 -0.0781717   0.18419508  0.00197639]
 [-0.04147588 -0.22097136  0.18203936 -0.31127528 -0.23025278  0.13390171
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[[ 0.6174534 ]
 [ 1.74340232]
 [ 0.22391668]
 [ 0.86913995]
 [-2.76518746]
 [-0.27466274]
 [-1.77792765]
 [ 0.07011507]
 [ 0.68449004]
 [ 0.87185845]]
Progress: 49.5% ... Training loss: 0.262 ... Validation loss: 0.453[[  1.70320058e-01   2.77518578e-01  -1.01674534e-01   1.13794804e-01
   -4.60778346e-01  -7.21322200e-02  -9.44614414e-02   1.20646788e-01
   -4.53304680e-02   2.14095123e-01]
 [  1.13269419e-02   1.30668507e-01  -1.99569558e-02   4.51967956e-02
    8.16117627e-02  -6.19361059e-03   3.31666874e-01   4.07882632e-02
    1.41503886e-01  -2.93532050e-02]
 [  2.03582024e-01   7.73875560e-01   1.27802088e-02  -5.14109354e-02
    8.07927253e-01  -2.23762879e-02  -9.56061516e-01  -4.10531537e-02
    5.98812443e-02   2.93861650e-01]
 [  6.40816671e-02  -4.31442297e-01  -1.87853151e-01   2.25082014e-01
   -1.32170949e-02   1.21471486e-01   2.51447409e-01   6.60878498e-02
    1.49416389e-01   3.21499218e-01]
 [ -3.58897365e-02   4.51067831e-02  -1.50680474e-01   3.47273764e-02
   -6.84113284e-02  -1.77445200e-01   1.30620465e-01  -1.17331898e-01
   -2.00669531e-01  -6.26863044e-02]
 [ -4.06187252e-01  -6.82958941e-01  -3.06120140e-01   1.35108756e-01
   -1.88979383e-01   4.59733537e-02   3.94317687e-01  -4.11599050e-02
   -4.41579204e-02  -4.95017900e-02]
 [ -2.79368261e-03  -2.63203070e-01   1.03131894e-02   9.43874538e-02
   -4.40216600e-02  -7.21119225e-02   1.85312045e-01  -1.91421703e-01
    2.01961269e-01   4.62586990e-02]
 [  1.06621215e-01  -2.97918662e-01   3.02370272e-02  -7.87925480e-02
   -2.22478699e-02  -4.70011224e-02   8.56805741e-02   1.16831190e-01
    7.71638925e-02  -2.44450615e-02]
 [ -1.75241938e-01  -1.93496466e-01  -3.01591318e-01  -1.71911304e-02
   -9.46585300e-02   6.69061471e-02  -8.63652731e-02  -2.95135924e-02
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 [  1.93296195e-02  -4.63854828e-01   7.00212718e-02  -3.84426419e-02
   -2.64908529e-01  -1.02670911e-01   2.37068474e-01  -1.12810016e-01
   -1.59569044e-02   5.03750619e-02]
 [ -7.91783838e-02  -1.38707452e-01   5.36210030e-03  -1.26282289e-01
   -1.21344177e-01   9.67542978e-03   2.39969663e-01  -1.02234698e-01
    2.27822318e-03  -1.08213904e-01]
 [ -1.21728030e-01  -2.36127752e-01  -6.88415684e-02   1.82531062e-02
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   -1.63085845e-01  -2.04245981e-01]
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    1.83025242e-01   5.49013833e-04]
 [ -4.18742659e-02  -2.20871867e-01   1.81893204e-01  -3.11852614e-01
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   -1.49182902e-02   1.79956510e-01]]
[[ 0.61285066]
 [ 1.73985605]
 [ 0.22217907]
 [ 0.86722023]
 [-2.76782702]
 [-0.27719634]
 [-1.77353336]
 [ 0.06910202]
 [ 0.6800548 ]
 [ 0.86694984]]
Progress: 49.6% ... Training loss: 0.264 ... Validation loss: 0.454[[  1.73975087e-01   2.88065571e-01  -1.00258821e-01   1.19094278e-01
   -4.74600218e-01  -7.38253536e-02  -1.04668315e-01   1.21073341e-01
   -4.13303573e-02   2.19247993e-01]
 [  1.13013666e-02   1.30454469e-01  -1.99493853e-02   4.52257638e-02
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    1.41491563e-01  -2.93863079e-02]
 [  2.06755057e-01   7.83424409e-01   1.40079185e-02  -4.68014190e-02
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    6.33290251e-02   2.98170697e-01]
 [  6.76616189e-02  -4.21956497e-01  -1.86560409e-01   2.30195003e-01
   -2.70164199e-02   1.19837520e-01   2.41943063e-01   6.65064369e-02
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 [ -3.66697148e-02   4.16158360e-02  -1.51027919e-01   3.34587705e-02
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   -4.44151469e-02  -4.98346441e-02]
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   -1.63324517e-01  -2.04446567e-01]
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 [  9.48686531e-02  -2.09915079e-01  -2.51233202e-02   1.08736032e-01
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 [  1.11550416e-02  -1.36921508e-01  -2.92493722e-01  -5.21950526e-02
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   -1.80328623e-01  -3.78336013e-01]
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   -3.63025027e-01  -2.18519568e-01]
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   -9.12723398e-02  -1.38336063e-01]
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   -1.63500606e-02  -8.62693619e-02]
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 [  9.02956490e-02  -2.70543802e-01  -1.65677027e-01  -4.89540377e-02
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 [ -3.37149401e-01   6.54394025e-03   1.90713522e-02  -1.07027862e-02
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 [  1.54209252e-01  -1.14743032e-02  -2.29260028e-01  -6.31409187e-02
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    1.21985335e-01  -1.64220153e-01]
 [ -1.02402787e-01  -8.41840494e-02   1.22419441e-01   1.11926530e-01
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    1.83318770e-01   9.01345061e-04]
 [ -4.30879461e-02  -2.23157840e-01   1.81434038e-01  -3.13606303e-01
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   -1.62533064e-02   1.78205388e-01]]
[[ 0.6312354 ]
 [ 1.75550397]
 [ 0.23387064]
 [ 0.88594736]
 [-2.75756125]
 [-0.26533599]
 [-1.76255476]
 [ 0.08246647]
 [ 0.69862603]
 [ 0.88463528]]
Progress: 49.6% ... Training loss: 0.265 ... Validation loss: 0.458[[  1.73547911e-01   2.87828678e-01  -1.00402420e-01   1.18346556e-01
   -4.72544956e-01  -7.35841701e-02  -1.04761891e-01   1.21003897e-01
   -4.19468764e-02   2.18456209e-01]
 [  1.15655715e-02   1.31136322e-01  -1.98426180e-02   4.56316083e-02
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    1.41793435e-01  -2.90396351e-02]
 [  2.07367338e-01   7.84177042e-01   1.42171240e-02  -4.63545204e-02
    7.96005372e-01  -2.38952626e-02  -9.67045192e-01  -4.06584885e-02
    6.36543120e-02   2.98563289e-01]
 [  6.73026778e-02  -4.22140841e-01  -1.86664728e-01   2.30553493e-01
   -2.70381916e-02   1.19873369e-01   2.43255377e-01   6.65236419e-02
    1.53070980e-01   3.25391371e-01]
 [ -3.74118086e-02   3.93709770e-02  -1.51224687e-01   3.26419896e-02
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   -2.01440755e-01  -6.37100150e-02]
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   -4.50941080e-02  -5.06230227e-02]
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   -1.63999349e-01  -2.05199958e-01]
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   -1.67717231e-01  -2.18562450e-01  -1.73618069e-01  -1.97355337e-01
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   -2.80534027e-01  -9.74235036e-02]
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   -9.41779733e-02  -1.11073483e-02]
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 [  6.04438266e-02  -1.55335248e-02   8.80796273e-02   8.76812420e-02
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   -2.61042803e-02  -5.71832184e-02]
 [  1.15047299e-02  -1.36243511e-01  -2.92366771e-01  -5.16763819e-02
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   -1.80460812e-01  -3.78504962e-01]
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   -3.63100476e-01  -2.18619880e-01]
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 [  3.51526106e-01   3.46306241e-01  -8.14240840e-02   3.08129606e-01
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 [  5.05653942e-02   1.26562526e-01   2.54826061e-01   2.50898847e-01
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   -1.69014828e-01  -2.26614805e-01]
 [  9.18411630e-02  -2.66559409e-01  -1.65079544e-01  -4.66677008e-02
   -1.02164133e-01  -3.74180250e-02   1.44585775e-01  -1.58040613e-01
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 [ -1.08362084e-01   2.95176071e-02   2.68566931e-01   1.10808081e-02
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   -9.96338020e-02  -4.47718828e-02]
 [ -3.38004408e-01   4.91070863e-03   1.87338178e-02  -1.18802213e-02
    1.41300524e-01  -1.79843984e-01   1.51048346e-02   2.34964487e-01
   -7.28791057e-02   8.58217239e-02]
 [  1.53671592e-01  -1.25543698e-02  -2.29426272e-01  -6.38193525e-02
    8.91264690e-02  -3.04276365e-01   8.26376356e-02  -1.65670989e-01
    1.27041508e-02  -1.71967784e-01]
 [  2.18675209e-01  -2.18475657e-01   6.73310443e-02  -1.27279156e-02
    8.55461162e-02  -4.08694286e-02   5.47891778e-02  -1.35892581e-01
    1.20529201e-01  -1.65990793e-01]
 [ -1.03522422e-01  -8.68386191e-02   1.21991386e-01   1.10258332e-01
    2.54912987e-02  -1.15483207e-01   2.52605209e-01  -7.84189185e-02
    1.82098969e-01  -6.68937621e-04]
 [ -4.18289789e-02  -2.19251703e-01   1.81899825e-01  -3.11954533e-01
   -2.33066989e-01   1.34157429e-01   1.22392654e-01  -1.23734803e-01
   -1.49104268e-02   1.79933273e-01]]
[[ 0.62888447]
 [ 1.75352851]
 [ 0.23278072]
 [ 0.8812719 ]
 [-2.75928853]
 [-0.26645618]
 [-1.76582994]
 [ 0.07977159]
 [ 0.69688845]
 [ 0.88283147]]
Progress: 49.7% ... Training loss: 0.264 ... Validation loss: 0.456[[  1.72112627e-01   2.85497046e-01  -1.00855706e-01   1.16394764e-01
   -4.65945575e-01  -7.29996520e-02  -1.01999226e-01   1.20834546e-01
   -4.35621593e-02   2.16611220e-01]
 [  1.17867330e-02   1.31704883e-01  -1.97615114e-02   4.59409837e-02
    7.95958838e-02  -6.42150206e-03   3.30722559e-01   4.08521857e-02
    1.42015577e-01  -2.87422157e-02]
 [  2.07697303e-01   7.84586380e-01   1.44189680e-02  -4.57874233e-02
    7.96104556e-01  -2.40332887e-02  -9.67251792e-01  -4.06081266e-02
    6.42041607e-02   2.99191480e-01]
 [  6.69282110e-02  -4.23084031e-01  -1.86771832e-01   2.30151711e-01
   -2.45126180e-02   1.20032227e-01   2.44452752e-01   6.64870846e-02
    1.52477114e-01   3.25026698e-01]
 [ -3.69131787e-02   4.11568275e-02  -1.51057318e-01   3.33382437e-02
   -7.10943778e-02  -1.77112102e-01   1.35071485e-01  -1.17462964e-01
   -2.00718955e-01  -6.35234941e-02]
 [ -4.07659993e-01  -6.86728129e-01  -3.06720236e-01   1.32867817e-01
   -1.88262190e-01   4.65933018e-02   3.98124541e-01  -4.13507977e-02
   -4.57439385e-02  -5.14859587e-02]
 [ -3.01947602e-03  -2.63175664e-01   1.03340369e-02   9.42838068e-02
   -4.38176954e-02  -7.20560951e-02   1.84652451e-01  -1.91472606e-01
    2.01764707e-01   4.65097450e-02]
 [  1.07239732e-01  -2.93964876e-01   3.05260969e-02  -7.79365568e-02
   -2.71305652e-02  -4.72791288e-02   8.21396761e-02   1.16889551e-01
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 [ -1.72831072e-01  -1.86763848e-01  -3.00643835e-01  -1.36519818e-02
   -1.03520973e-01   6.58586026e-02  -9.19655071e-02  -2.92278202e-02
    2.74382604e-01  -1.26530055e-01]
 [  2.17816816e-02  -4.54474229e-01   7.10643833e-02  -3.50855148e-02
   -2.79278693e-01  -1.03734544e-01   2.28230013e-01  -1.12559186e-01
   -1.33204961e-02   5.36688188e-02]
 [ -7.81359003e-02  -1.36190260e-01   5.79518896e-03  -1.24652509e-01
   -1.26043512e-01   9.14242570e-03   2.37133073e-01  -1.02106400e-01
    3.36652630e-03  -1.06677743e-01]
 [ -1.23685246e-01  -2.40924431e-01  -6.95828028e-02   1.56146007e-02
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   -1.65084068e-01  -2.06595626e-01]
 [ -1.59388022e-01   1.57182245e-03   6.08432023e-02   1.84529275e-02
   -1.67717231e-01  -2.18562450e-01  -1.73618069e-01  -1.97355337e-01
    8.37535712e-02   1.70145890e-01]
 [ -2.88151628e-01  -3.53051794e-01   9.29241066e-02   2.08477615e-01
   -1.59788934e-01  -6.22476602e-02   1.11725408e-01  -2.61776450e-01
   -2.81156338e-01  -9.82086711e-02]
 [  9.43618111e-02  -2.10556396e-01  -2.53243404e-02   1.07949061e-01
   -5.45674951e-02  -8.61210321e-02   2.64912769e-01   1.78960073e-03
    1.90815274e-02  -6.76470343e-03]
 [  3.09655292e-02  -1.34838260e-01  -2.12820613e-01   1.40995900e-01
   -6.81579813e-02   8.38591740e-02  -1.18603723e-02  -2.07492771e-02
   -9.40826310e-02  -1.09156365e-02]
 [ -1.15134976e-01  -8.38642696e-02  -1.99644101e-01   1.66388576e-01
   -1.31011212e-02   1.31191996e-01   3.89038142e-03  -2.50145290e-01
    7.90841024e-02  -1.85790490e-01]
 [ -5.80679695e-02  -4.95721485e-02   2.79473783e-01   1.15520137e-01
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    8.78585609e-02   5.54305047e-02]
 [  5.88988411e-02  -1.95693316e-02   8.75120376e-02   8.54408717e-02
    2.70035414e-02  -1.56932042e-02   2.00006075e-01   1.19740876e-01
   -2.78060991e-02  -5.94026452e-02]
 [  1.23123406e-02  -1.33941822e-01  -2.92049273e-01  -5.04665826e-02
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    1.09129952e-01  -3.00739326e-02]
 [  5.72170082e-02  -3.38939010e-02  -1.12423062e-01   6.01450145e-02
   -1.65521809e-01   3.16496299e-01   2.64218552e-01   2.05320007e-01
   -1.47455468e-01  -4.63693849e-02]
 [  4.02750042e-03  -1.62509841e-02   1.23327811e-01   1.10323233e-01
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 [  1.19040661e-01   8.77231257e-02  -4.12652392e-02  -8.61009909e-02
   -1.46927874e-01  -3.33970508e-01   1.12108544e-01   9.24999570e-03
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   -4.52427795e-02  -2.04458204e-01  -4.33258128e-02  -2.03868784e-02
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 [ -1.66818026e-01  -1.38006877e-01  -2.05732283e-01  -2.97908671e-02
   -3.00732712e-01   3.35190329e-03   7.23310680e-02  -2.61701911e-02
   -1.68582077e-02   3.10632066e-02]
 [ -3.00470589e-02  -1.44186005e-01  -7.47794551e-02  -1.24685748e-01
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   -1.80408650e-01  -3.78441914e-01]
 [ -1.56964107e-02  -4.55287317e-01  -3.05949335e-02  -7.07412754e-02
    6.48327432e-01   9.95709182e-02   5.77088690e-01   9.15625039e-02
    3.15877526e-02  -3.86490103e-01]
 [  1.20576725e-02  -5.12400583e-01  -4.35040259e-02  -1.04791525e-01
    6.70079309e-01   2.21830471e-02   5.44237459e-01   4.86808631e-02
   -3.63018104e-01  -2.18510839e-01]
 [ -1.75096481e-01  -6.49956122e-01  -1.08241137e-02  -2.05528875e-01
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   -6.95636570e-02   8.51717738e-02]
 [ -3.02548078e-01  -4.76780476e-01   5.39561223e-02  -5.13987298e-02
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   -9.16768430e-02  -1.38845127e-01]
 [ -2.12911781e-01  -3.57084704e-01   2.49693088e-01  -2.48010042e-01
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   -2.61692318e-01  -3.14386108e-02]
 [ -1.38286127e-01  -2.54392524e-01  -1.83694841e-01  -1.09573127e-01
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   -1.56227365e-02  -1.25629508e-01]
 [  1.00254332e-01   2.54267376e-01   1.59217633e-01  -1.07743406e-01
   -7.76759370e-02   5.50687097e-02  -1.51035781e-01   2.81134748e-01
    6.20713819e-02   1.68015117e-01]
 [  3.51781291e-01   3.48029742e-01  -8.13078586e-02   3.08480440e-01
   -8.90502857e-01  -2.86179665e-01  -4.85332149e-01   1.76976453e-01
    3.90259316e-01  -2.25716281e-02]
 [  5.02613050e-02   1.25442745e-01   2.54716265e-01   2.50506068e-01
   -5.79127312e-02  -1.97694441e-01  -1.80309802e-01  -1.32832684e-01
   -1.36126864e-01  -2.86242559e-01]
 [  1.65837545e-02  -9.56692862e-02  -1.22331054e-01  -6.51043313e-02
    2.34662083e-01   4.24147420e-02   7.03138636e-03  -1.85932016e-01
    2.41661150e-02   1.96660642e-01]
 [  2.37433125e-03  -4.84608760e-02  -6.73077778e-02  -5.20206470e-02
   -2.84417011e-02  -1.78871283e-01   7.61443058e-02   9.81369917e-03
    3.59262544e-02   2.91413630e-03]
 [  3.14720729e-02   9.98008253e-02   2.44271183e-01   7.56766288e-02
   -2.36499383e-01  -1.37452544e-01   8.39807882e-02   3.94418396e-02
   -1.84839954e-01   1.07722254e-01]
 [  7.48005983e-02   5.50094468e-02   1.07605631e-01   7.82332159e-03
   -2.39657959e-01   6.69220657e-02   3.84715454e-02  -2.71199621e-01
   -1.71804597e-02  -8.72759653e-02]
 [ -9.04745825e-03   1.14115260e-01   8.45575728e-02  -3.18527826e-02
   -6.09605760e-02   1.79397184e-01   7.67042772e-02   1.17994337e-01
   -2.19349810e-02   1.71011329e-01]
 [  2.27091516e-01   9.94714445e-02   3.01064485e-02   8.46584537e-02
   -3.66271803e-03  -2.61058460e-02  -2.08926761e-01   1.48607972e-01
   -5.12098035e-02  -1.59933557e-02]
 [  4.94634334e-02   3.90461771e-02   1.93354417e-02   4.94337290e-02
   -4.59109857e-01  -1.25726949e-01  -2.38083072e-01   4.15885746e-02
    1.24396239e-01   1.99236786e-01]
 [  5.64163676e-02   4.93608481e-01   1.27003502e-01   4.35149172e-01
   -1.27382309e+00  -3.02526860e-01  -5.62706336e-01  -7.12689650e-02
    2.98695133e-01   3.40201471e-01]
 [  1.78601571e-01   4.94846083e-01   6.77871805e-02   4.33035749e-01
   -1.04599975e+00  -8.28230473e-02  -4.33998048e-01   1.51100516e-01
    2.16187964e-01   4.80101493e-01]
 [  2.47550315e-01   3.27057748e-01   2.46152812e-01   1.48777211e-01
   -5.08656428e-01   8.08540547e-02  -2.25040417e-01   1.62145874e-01
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 [ -7.19025572e-02   2.44071423e-01   2.41691287e-01   1.87703534e-02
   -7.31359860e-02   1.30005390e-01  -1.19713578e-01  -1.50559824e-02
   -3.07004721e-02   5.27429366e-02]
 [ -9.98650572e-02   1.33080959e-02   2.39622210e-02   9.20037628e-02
   -7.01409425e-02   1.16105448e-01   2.30333634e-01   1.97789101e-02
   -2.75232725e-01  -9.35722897e-02]
 [ -2.24490313e-01  -4.40207939e-02  -9.51356482e-02  -3.48509682e-01
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   -2.10095719e-01   2.93588103e-02]
 [  6.64058535e-03  -4.26037417e-01  -1.29083282e-01  -1.66175110e-01
    3.81595162e-01   2.66142115e-02   2.04933092e-01   1.51921792e-01
   -1.68932566e-01  -2.26522924e-01]
 [  9.15286534e-02  -2.67091643e-01  -1.65200969e-01  -4.70631145e-02
   -1.02120828e-01  -3.72456346e-02   1.45414321e-01  -1.58083325e-01
    9.77046407e-02  -1.87040005e-01]
 [ -1.10276964e-01   2.52012265e-02   2.67871606e-01   8.49794543e-03
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   -1.01693022e-01  -4.73157907e-02]
 [ -3.39069572e-01   2.31951889e-03   1.83561935e-02  -1.33120487e-02
    1.45311288e-01  -1.79392627e-01   1.75993364e-02   2.34829085e-01
   -7.40770859e-02   8.43160004e-02]
 [  1.53764167e-01  -1.21144166e-02  -2.29391736e-01  -6.37003509e-02
    8.86448397e-02  -3.04310570e-01   8.22210954e-02  -1.65658858e-01
    1.27825768e-02  -1.71845019e-01]
 [  2.19085048e-01  -2.17489233e-01   6.75064619e-02  -1.21495271e-02
    8.38042088e-02  -4.10483441e-02   5.39642289e-02  -1.35832481e-01
    1.20876068e-01  -1.65381618e-01]
 [ -1.03140894e-01  -8.59000446e-02   1.22142254e-01   1.10711388e-01
    2.45998267e-02  -1.15666865e-01   2.51554832e-01  -7.83616845e-02
    1.82501722e-01  -9.12128104e-05]
 [ -4.15766404e-02  -2.18109335e-01   1.82013521e-01  -3.11593156e-01
   -2.35343151e-01   1.34070341e-01   1.21536056e-01  -1.23706790e-01
   -1.45846886e-02   1.80125997e-01]]
[[ 0.62335874]
 [ 1.74818982]
 [ 0.22468125]
 [ 0.87226277]
 [-2.76518229]
 [-0.27394566]
 [-1.77527066]
 [ 0.07386249]
 [ 0.69095748]
 [ 0.87505806]]
Progress: 49.8% ... Training loss: 0.262 ... Validation loss: 0.452[[  1.71953205e-01   2.83747623e-01  -1.00901649e-01   1.15857687e-01
   -4.61302668e-01  -7.28763755e-02  -1.00888562e-01   1.20815961e-01
   -4.37700921e-02   2.16459753e-01]
 [  1.20780848e-02   1.32261098e-01  -1.96489629e-02   4.63749546e-02
    7.89040420e-02  -6.55505751e-03   3.30407822e-01   4.08885627e-02
    1.42338027e-01  -2.83198485e-02]
 [  2.06771952e-01   7.79618768e-01   1.40354170e-02  -4.73790421e-02
    8.00562101e-01  -2.35564989e-02  -9.63847947e-01  -4.07346569e-02
    6.32520170e-02   2.97700608e-01]
 [  6.55648750e-02  -4.26181790e-01  -1.87215784e-01   2.28371546e-01
   -1.81325806e-02   1.20715134e-01   2.47008905e-01   6.63070287e-02
    1.51267855e-01   3.23040115e-01]
 [ -3.51578303e-02   4.41984613e-02  -1.50413632e-01   3.60290712e-02
   -7.56849818e-02  -1.77889409e-01   1.31717025e-01  -1.17238547e-01
   -1.98729919e-01  -6.10342125e-02]
 [ -4.07204336e-01  -6.85455394e-01  -3.06561933e-01   1.33480038e-01
   -1.90257329e-01   4.64035028e-02   3.96985432e-01  -4.13006945e-02
   -4.53182440e-02  -5.08834403e-02]
 [ -2.39229867e-03  -2.62219292e-01   1.05624917e-02   9.50033942e-02
   -4.33717502e-02  -7.23274822e-02   1.83279131e-01  -1.91387943e-01
    2.02395388e-01   4.75209355e-02]
 [  1.07251301e-01  -2.94865443e-01   3.04935218e-02  -7.81407191e-02
   -2.64566952e-02  -4.72056771e-02   8.22713869e-02   1.16867813e-01
    7.78894877e-02  -2.42106859e-02]
 [ -1.74131265e-01  -1.90041225e-01  -3.01061436e-01  -1.54301391e-02
   -9.91068763e-02   6.64063206e-02  -8.87375452e-02  -2.93807350e-02
    2.73096594e-01  -1.28286491e-01]
 [  2.32685083e-02  -4.51386478e-01   7.15736934e-02  -3.33798069e-02
   -2.82316639e-01  -1.04368468e-01   2.24267789e-01  -1.12393238e-01
   -1.18929844e-02   5.57188985e-02]
 [ -7.91056872e-02  -1.39910790e-01   5.47514509e-03  -1.26152290e-01
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 [ -3.38301630e-01   4.29909246e-03   1.86173660e-02  -1.22807581e-02
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 [ -1.02818570e-01  -8.50517655e-02   1.22237538e-01   1.11078765e-01
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    1.82798476e-01   3.10313557e-04]
 [ -4.12220855e-02  -2.16719883e-01   1.82161351e-01  -3.11042504e-01
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   -1.41302380e-02   1.80661535e-01]]
[[ 0.62098559]
 [ 1.74547513]
 [ 0.22458847]
 [ 0.87101944]
 [-2.76696031]
 [-0.27450759]
 [-1.77366022]
 [ 0.07303093]
 [ 0.68736289]
 [ 0.87354692]]
Progress: 49.8% ... Training loss: 0.261 ... Validation loss: 0.451[[  1.69547264e-01   2.77901068e-01  -1.01781659e-01   1.12179644e-01
   -4.53871311e-01  -7.16941475e-02  -9.54878143e-02   1.20499259e-01
   -4.65227765e-02   2.12881397e-01]
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 [  2.08107404e-01   7.80817461e-01   1.44532335e-02  -4.58438457e-02
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    6.44691721e-02   2.99512037e-01]
 [  6.55040655e-02  -4.25046116e-01  -1.87251279e-01   2.28361582e-01
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 [ -3.52562384e-02   4.33571321e-02  -1.50461144e-01   3.59477978e-02
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   -4.58179979e-02  -5.16113485e-02]
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   -1.67176144e-01  -2.09311165e-01]
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   -2.69688938e-02  -5.83066629e-02]
 [  1.09655401e-02  -1.38323934e-01  -2.92590178e-01  -5.26752980e-02
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   -1.80323374e-01  -3.78409885e-01]
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   -3.63310003e-01  -2.18866448e-01]
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   -1.77370176e-02  -8.80464374e-02]
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   -2.17162712e-02   1.71272729e-01]
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   -5.15224962e-02  -1.63220038e-02]
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   -5.06211163e-01   8.11899090e-02  -2.23163936e-01   1.62057462e-01
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 [  8.92773742e-02  -2.71332641e-01  -1.66005705e-01  -5.03972912e-02
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 [ -1.09648781e-01   2.58825412e-02   2.68097252e-01   9.23843706e-03
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   -1.01055786e-01  -4.66022107e-02]
 [ -3.38231373e-01   4.25876398e-03   1.86230853e-02  -1.21624091e-02
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   -7.32640678e-02   8.52612912e-02]
 [  1.53782964e-01  -1.36396784e-02  -2.29342323e-01  -6.36882029e-02
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 [  2.19268063e-01  -2.17547078e-01   6.75829689e-02  -1.18460154e-02
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    1.21125838e-01  -1.65062659e-01]
 [ -1.02802181e-01  -8.47199386e-02   1.22239291e-01   1.11080120e-01
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    1.82788614e-01   3.08298941e-04]
 [ -4.31165396e-02  -2.22329975e-01   1.81454582e-01  -3.13894820e-01
   -2.31995531e-01   1.34801164e-01   1.25999535e-01  -1.23893905e-01
   -1.62080283e-02   1.78117338e-01]]
[[ 0.61347323]
 [ 1.74171676]
 [ 0.21978522]
 [ 0.86418652]
 [-2.76697125]
 [-0.27969287]
 [-1.78109563]
 [ 0.06628563]
 [ 0.68050963]
 [ 0.86684413]]
Progress: 49.9% ... Training loss: 0.263 ... Validation loss: 0.452[[  1.72835329e-01   2.84691413e-01  -1.00543625e-01   1.16565173e-01
   -4.61649438e-01  -7.32083312e-02  -1.03451182e-01   1.20873632e-01
   -4.30823612e-02   2.17900916e-01]
 [  1.21673261e-02   1.32308434e-01  -1.96127301e-02   4.64973437e-02
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    1.42423048e-01  -2.81822047e-02]
 [  2.07356612e-01   7.79190870e-01   1.41350766e-02  -4.72122946e-02
    7.98533827e-01  -2.34960274e-02  -9.64679391e-01  -4.07002432e-02
    6.32906802e-02   2.98400090e-01]
 [  6.52312411e-02  -4.25645368e-01  -1.87347502e-01   2.27943057e-01
   -1.63565734e-02   1.20610060e-01   2.46322414e-01   6.62985434e-02
    1.50367628e-01   3.22638855e-01]
 [ -3.81056028e-02   3.66006615e-02  -1.51610830e-01   3.18384121e-02
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   -2.01288093e-01  -6.52716924e-02]
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   -4.32108123e-02  -4.83380486e-02]
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   -2.01985166e-02  -4.63923952e-02   8.63016447e-02   1.16666066e-01
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 [  2.55820837e-02  -4.46562119e-01   7.24686982e-02  -3.05302025e-02
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   -1.66175990e-01  -2.08042619e-01]
 [ -1.59388022e-01   1.57182245e-03   6.08432023e-02   1.84529275e-02
   -1.67717231e-01  -2.18562450e-01  -1.73618069e-01  -1.97355337e-01
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   -2.81335473e-01  -9.84869006e-02]
 [  9.45811519e-02  -2.09834677e-01  -2.52227146e-02   1.08306478e-01
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 [  3.33634757e-02  -1.30435008e-01  -2.11988218e-01   1.44133085e-01
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   -9.14854817e-02  -7.67236751e-03]
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 [  6.00811832e-02  -1.68636684e-02   8.79638771e-02   8.71360727e-02
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   -2.65894517e-02  -5.75915248e-02]
 [  1.03261794e-02  -1.40592660e-01  -2.92875062e-01  -5.38362987e-02
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 [  5.79420634e-02  -3.25361196e-02  -1.12160221e-01   6.11345980e-02
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   -1.79966397e-01  -3.77884855e-01]
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 [  1.20039174e-02  -5.12990733e-01  -4.35308781e-02  -1.04883106e-01
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   -3.63079935e-01  -2.18606387e-01]
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   -9.12768668e-02  -1.38326223e-01]
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   -2.61395518e-01  -3.10228607e-02]
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   -1.67432595e-02  -1.27020508e-01]
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 [  3.52472314e-01   3.49061831e-01  -8.09904468e-02   3.09066106e-01
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 [  5.00600761e-02   1.25187138e-01   2.54640866e-01   2.50187514e-01
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   -2.62344367e-02  -1.78686370e-01   7.74924265e-02   9.75931056e-03
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   -1.84779587e-01   1.07834657e-01]
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   -1.75689831e-02  -8.77893416e-02]
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   -2.19073839e-02   1.71042867e-01]
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   -5.14357419e-02  -1.62322266e-02]
 [  4.90548972e-02   3.82090307e-02   1.92019772e-02   4.88209611e-02
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   -2.75409558e-01  -9.37786239e-02]
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   -2.09905350e-01   2.95948368e-02]
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   -1.68330894e-01  -2.25718685e-01]
 [  9.07125676e-02  -2.68375135e-01  -1.65506557e-01  -4.83050876e-02
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 [ -1.09277711e-01   2.67139753e-02   2.68216139e-01   9.52993263e-03
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   -1.00735048e-01  -4.62289400e-02]
 [ -3.38073588e-01   4.55738243e-03   1.86912578e-02  -1.18850205e-02
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   -7.30638834e-02   8.55752246e-02]
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 [  2.21009230e-01  -2.13403358e-01   6.82880235e-02  -9.27143141e-03
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    1.22837249e-01  -1.62417861e-01]
 [ -1.01942686e-01  -8.34799845e-02   1.22562366e-01   1.12261773e-01
    1.97080872e-02  -1.16151739e-01   2.48791393e-01  -7.82379229e-02
    1.83735247e-01   1.50905506e-03]
 [ -4.41684745e-02  -2.25604009e-01   1.81055690e-01  -3.15597146e-01
   -2.27433594e-01   1.35333822e-01   1.28888661e-01  -1.24023652e-01
   -1.73778645e-02   1.76863410e-01]]
[[ 0.63398067]
 [ 1.75586765]
 [ 0.2379324 ]
 [ 0.88873856]
 [-2.7569987 ]
 [-0.26320742]
 [-1.75961286]
 [ 0.08292486]
 [ 0.7043617 ]
 [ 0.88655646]]
Progress: 49.9% ... Training loss: 0.267 ... Validation loss: 0.460[[  1.69676396e-01   2.78744988e-01  -1.01617476e-01   1.12568129e-01
   -4.51144513e-01  -7.19270283e-02  -9.59334964e-02   1.20463124e-01
   -4.65064033e-02   2.13607494e-01]
 [  1.25389958e-02   1.33213867e-01  -1.94673083e-02   4.70444340e-02
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    1.42832294e-01  -2.76476664e-02]
 [  2.08752576e-01   7.80223333e-01   1.45934165e-02  -4.56554555e-02
    7.97265574e-01  -2.41414714e-02  -9.66170750e-01  -4.05012249e-02
    6.48656443e-02   3.00413069e-01]
 [  6.26457847e-02  -4.29076674e-01  -1.88159811e-01   2.25155016e-01
   -9.23893042e-03   1.21714475e-01   2.50502965e-01   6.59864555e-02
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 [ -3.48788705e-02   4.53469394e-02  -1.50439112e-01   3.65013519e-02
   -8.04846001e-02  -1.77710580e-01   1.31624647e-01  -1.17201603e-01
   -1.97919439e-01  -6.11345377e-02]
 [ -4.06629439e-01  -6.83853710e-01  -3.06364531e-01   1.34436029e-01
   -1.92339802e-01   4.61101124e-02   3.94951123e-01  -4.12890338e-02
   -4.47534468e-02  -5.03021899e-02]
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   -9.96492454e-02   6.65904665e-02  -8.74188955e-02  -2.94673998e-02
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   -1.66701483e-01  -2.08717778e-01]
 [ -1.59388022e-01   1.57182245e-03   6.08432023e-02   1.84529275e-02
   -1.67717231e-01  -2.18562450e-01  -1.73618069e-01  -1.97355337e-01
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 [ -2.88741534e-01  -3.53764143e-01   9.26820884e-02   2.07777999e-01
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   -2.81988223e-01  -9.92999060e-02]
 [  9.39545964e-02  -2.10746490e-01  -2.54641212e-02   1.07414983e-01
   -5.31194361e-02  -8.59564250e-02   2.65393064e-01   1.72509541e-03
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 [  3.22060354e-02  -1.32457655e-01  -2.12362924e-01   1.42663689e-01
   -7.18826911e-02   8.32616783e-02  -1.48829496e-02  -2.06342210e-02
   -9.26974888e-02  -9.16345959e-03]
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   -1.43729187e-02   1.30935109e-01   2.22980740e-03  -2.50086211e-01
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 [  6.02773677e-02  -1.65862174e-02   8.80205941e-02   8.73493223e-02
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   -2.64395054e-02  -5.75124736e-02]
 [  9.54370293e-03  -1.42809346e-01  -2.93191413e-01  -5.50189447e-02
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 [  5.82746373e-02  -3.12957299e-02  -1.12035555e-01   6.15961751e-02
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   -1.46303748e-01  -4.48661979e-02]
 [  4.87625205e-03  -1.38257377e-02   1.23681905e-01   1.11736809e-01
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   -1.80063355e-01  -3.78019296e-01]
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 [  1.15177310e-02  -5.14181466e-01  -4.37166684e-02  -1.05551930e-01
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   -3.63634428e-01  -2.19276754e-01]
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   -6.93895036e-02   8.54846075e-02]
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   -9.14824781e-02  -1.38573379e-01]
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   -2.61550210e-01  -3.11634842e-02]
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   -1.68233990e-02  -1.27172669e-01]
 [  1.00536915e-01   2.55485464e-01   1.59331978e-01  -1.07320137e-01
   -7.99484232e-02   5.49307457e-02  -1.52003681e-01   2.81147042e-01
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 [  3.51493152e-01   3.47128490e-01  -8.12932073e-02   3.07908846e-01
   -8.87232820e-01  -2.86125255e-01  -4.85981786e-01   1.76914248e-01
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 [  4.95334990e-02   1.23848274e-01   2.54454571e-01   2.49454808e-01
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 [  1.73267021e-02  -9.41832857e-02  -1.22097626e-01  -6.40439846e-02
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 [  1.27580811e-03  -5.10962317e-02  -6.77148584e-02  -5.35892216e-02
   -2.38370000e-02  -1.78457751e-01   7.89300534e-02   9.67111001e-03
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 [  3.21785974e-02   1.01756552e-01   2.44553173e-01   7.67589899e-02
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   -1.84025098e-01   1.08831590e-01]
 [  7.48195354e-02   5.51950630e-02   1.07615231e-01   7.82671596e-03
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   -1.72135375e-02  -8.73349076e-02]
 [ -8.98612985e-03   1.14251490e-01   8.45534104e-02  -3.19228801e-02
   -6.09990433e-02   1.79393014e-01   7.63130452e-02   1.17994616e-01
   -2.19433584e-02   1.70998252e-01]
 [  2.27209268e-01   1.00485867e-01   3.01607934e-02   8.48138488e-02
   -4.32775991e-03  -2.61236536e-02  -2.09939647e-01   1.48614831e-01
   -5.11192599e-02  -1.58587886e-02]
 [  4.89630757e-02   3.79619328e-02   1.91774855e-02   4.86910838e-02
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 [  2.46389782e-01   3.24831512e-01   2.45736269e-01   1.47206544e-01
   -5.05342086e-01   8.13416650e-02  -2.22607981e-01   1.62012553e-01
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   -2.75199843e-01  -9.35178247e-02]
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   -2.09725840e-01   2.98041192e-02]
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   -1.68325712e-01  -2.25716883e-01]
 [  9.01757084e-02  -2.68344272e-01  -1.65598798e-01  -4.86704776e-02
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 [ -1.09860193e-01   2.55406282e-02   2.68005933e-01   8.66504577e-03
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   -1.01426466e-01  -4.70655391e-02]
 [ -3.38144260e-01   3.64334413e-03   1.86612246e-02  -1.20036316e-02
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   -7.31075650e-02   8.54620015e-02]
 [  1.53923238e-01  -1.18772803e-02  -2.29289705e-01  -6.32511411e-02
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 [  2.20824591e-01  -2.13313775e-01   6.82301389e-02  -9.47540136e-03
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    1.22680141e-01  -1.62629791e-01]
 [ -1.02538401e-01  -8.49638150e-02   1.22336249e-01   1.11408316e-01
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    1.83077324e-01   6.89780108e-04]
 [ -4.51263120e-02  -2.28248397e-01   1.80666754e-01  -3.17049827e-01
   -2.24413045e-01   1.35752857e-01   1.31745321e-01  -1.24158629e-01
   -1.84980761e-02   1.75628398e-01]]
[[ 0.61765869]
 [ 1.74704819]
 [ 0.22368596]
 [ 0.8705855 ]
 [-2.76666327]
 [-0.27713775]
 [-1.7795718 ]
 [ 0.06727346]
 [ 0.68493583]
 [ 0.86890389]]
Progress: 50.0% ... Training loss: 0.261 ... Validation loss: 0.449[[  1.72486849e-01   2.86394973e-01  -1.00512434e-01   1.16702330e-01
   -4.64138198e-01  -7.32036852e-02  -1.02644110e-01   1.20790556e-01
   -4.31588824e-02   2.17522698e-01]
 [  1.28102451e-02   1.33952434e-01  -1.93533154e-02   4.74827299e-02
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    1.43178010e-01  -2.71930441e-02]
 [  2.12897202e-01   7.90590948e-01   1.62317496e-02  -3.94431223e-02
    7.80364464e-01  -2.60387435e-02  -9.76571448e-01  -4.00121532e-02
    6.97784200e-02   3.06278232e-01]
 [  6.35469606e-02  -4.25354533e-01  -1.87787519e-01   2.26506026e-01
   -1.22156841e-02   1.21177705e-01   2.47398984e-01   6.60634831e-02
    1.49097264e-01   3.20538359e-01]
 [ -3.26417688e-02   4.90180247e-02  -1.49630524e-01   3.98274298e-02
   -8.96043533e-02  -1.78689843e-01   1.26931630e-01  -1.16926137e-01
   -1.95402822e-01  -5.80294975e-02]
 [ -4.06656476e-01  -6.84212073e-01  -3.06389077e-01   1.34361482e-01
   -1.93761595e-01   4.61226385e-02   3.95572126e-01  -4.12908223e-02
   -4.47911941e-02  -5.03695435e-02]
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   -3.26783053e-02  -4.76389223e-02   8.03190037e-02   1.16970703e-01
    7.90663345e-02  -2.23711436e-02]
 [ -1.75382762e-01  -1.92458416e-01  -3.01449094e-01  -1.70936422e-02
   -9.79132452e-02   6.68784123e-02  -8.55214668e-02  -2.95396112e-02
    2.71856420e-01  -1.30014734e-01]
 [  2.28889272e-02  -4.52180547e-01   7.15386020e-02  -3.41478322e-02
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 [ -4.41917121e-02  -2.26118751e-01   1.81011865e-01  -3.15673447e-01
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[[ 0.62931513]
 [ 1.76131923]
 [ 0.23103355]
 [ 0.88034064]
 [-2.76013212]
 [-0.26993795]
 [-1.77618597]
 [ 0.07859159]
 [ 0.69454084]
 [ 0.8826569 ]]
Progress: 50.0% ... Training loss: 0.263 ... Validation loss: 0.445[[  1.72644933e-01   2.86760602e-01  -1.00355535e-01   1.17172039e-01
   -4.63347302e-01  -7.32936456e-02  -1.02135555e-01   1.20843563e-01
   -4.28394523e-02   2.18001249e-01]
 [  1.21803102e-02   1.32252591e-01  -1.95818604e-02   4.65989690e-02
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    1.42505130e-01  -2.80493260e-02]
 [  2.11374882e-01   7.85738078e-01   1.56729826e-02  -4.16670218e-02
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    6.81507157e-02   3.04276573e-01]
 [  6.15129509e-02  -4.30712751e-01  -1.88692092e-01   2.23253363e-01
   -4.29117974e-03   1.22129880e-01   2.52092188e-01   6.57477197e-02
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 [ -3.23207710e-02   4.91777823e-02  -1.49467878e-01   4.04284149e-02
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   -4.42475426e-02  -4.97290048e-02]
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   -1.65092648e-01  -2.07043640e-01]
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   -2.62338439e-02  -5.73642156e-02]
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   -1.79766397e-01  -3.77650934e-01]
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    3.15459991e-02  -3.86581088e-01]
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   -3.63826527e-01  -2.19474305e-01]
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   -1.81379949e-02  -8.84687773e-02]
 [ -9.52491707e-03   1.13320035e-01   8.43750872e-02  -3.26327797e-02
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   -2.25223731e-02   1.70275491e-01]
 [  2.27031011e-01   1.00184473e-01   3.00931595e-02   8.45600520e-02
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   -5.13361470e-02  -1.61253902e-02]
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 [  2.46381062e-01   3.24667760e-01   2.45781385e-01   1.47384380e-01
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 [  8.92965312e-02  -2.69798696e-01  -1.65907682e-01  -4.98404110e-02
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 [ -1.11263210e-01   2.18270335e-02   2.67513974e-01   6.62696151e-03
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   -1.02979737e-01  -4.90406197e-02]
 [ -3.36676337e-01   6.00260169e-03   1.92018864e-02  -1.00315033e-02
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   -7.15147726e-02   8.72110933e-02]
 [  1.54939188e-01  -9.93218106e-03  -2.28862971e-01  -6.17209243e-02
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 [  2.21508440e-01  -2.11665943e-01   6.85625157e-02  -8.19846118e-03
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    1.23693088e-01  -1.61438107e-01]
 [ -1.03257837e-01  -8.68482150e-02   1.22107025e-01   1.10583806e-01
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    1.82510004e-01  -1.69854426e-04]
 [ -4.45919342e-02  -2.27475427e-01   1.80843148e-01  -3.16343181e-01
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   -1.78106144e-02   1.76308037e-01]]
[[ 0.62444861]
 [ 1.75831529]
 [ 0.22516163]
 [ 0.8760185 ]
 [-2.76771601]
 [-0.27545571]
 [-1.78271629]
 [ 0.07364098]
 [ 0.68899136]
 [ 0.8772532 ]]
Progress: 50.0% ... Training loss: 0.261 ... Validation loss: 0.444[[  1.73575100e-01   2.89545537e-01  -1.00062206e-01   1.18301209e-01
   -4.66189208e-01  -7.36896696e-02  -1.05390494e-01   1.20936779e-01
   -4.19990955e-02   2.18900325e-01]
 [  1.22622696e-02   1.32363268e-01  -1.95373474e-02   4.67362799e-02
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    1.42642924e-01  -2.78956397e-02]
 [  2.12813290e-01   7.89923583e-01   1.60385214e-02  -3.99533656e-02
    7.81186507e-01  -2.59163519e-02  -9.77384238e-01  -4.00736139e-02
    6.94765022e-02   3.05481974e-01]
 [  6.36415322e-02  -4.24756749e-01  -1.87734880e-01   2.26696961e-01
   -8.92664057e-03   1.21254262e-01   2.47415112e-01   6.60169437e-02
    1.49029337e-01   3.20637768e-01]
 [ -3.43472868e-02   4.30520628e-02  -1.50155894e-01   3.75222661e-02
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   -1.96694819e-01  -5.99796570e-02]
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   -4.47142613e-02  -5.02609961e-02]
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   -3.20806939e-02  -4.75559695e-02   8.20245292e-02   1.16945950e-01
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   -1.64833554e-01  -2.06804289e-01]
 [ -1.59388022e-01   1.57182245e-03   6.08432023e-02   1.84529275e-02
   -1.67717231e-01  -2.18562450e-01  -1.73618069e-01  -1.97355337e-01
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 [ -2.88356582e-01  -3.52821111e-01   9.28411499e-02   2.08376404e-01
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   -2.81592287e-01  -9.87257604e-02]
 [  9.31029777e-02  -2.13135374e-01  -2.57739264e-02   1.06208151e-01
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 [  3.27336603e-02  -1.31395968e-01  -2.12182986e-01   1.43352316e-01
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   -9.21435040e-02  -8.44859066e-03]
 [ -1.14713564e-01  -8.42007096e-02  -1.99419865e-01   1.67112486e-01
   -1.44535845e-02   1.30980576e-01   3.65611851e-03  -2.50091366e-01
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 [  6.14381601e-02  -1.49026800e-02   8.83598253e-02   8.86001337e-02
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   -2.53408117e-02  -5.62757487e-02]
 [  1.02835564e-02  -1.41272382e-01  -2.92955322e-01  -5.39750148e-02
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 [  5.91131702e-02  -2.96515185e-02  -1.11696790e-01   6.29966915e-02
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   -1.80185257e-01  -3.78193042e-01]
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 [  1.14427179e-02  -5.15604014e-01  -4.37692276e-02  -1.05686058e-01
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   -3.63774060e-01  -2.19412836e-01]
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   -6.87945901e-02   8.62593076e-02]
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   -9.19998220e-02  -1.39220564e-01]
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   -8.16574882e-02   5.46849819e-02  -1.53148156e-01   2.81199266e-01
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 [  3.51585187e-01   3.48199740e-01  -8.12038172e-02   3.08044741e-01
   -8.87846284e-01  -2.86216601e-01  -4.86475035e-01   1.76934789e-01
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 [  4.92666015e-02   1.23358798e-01   2.54349053e-01   2.49017634e-01
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 [  1.80229810e-02  -9.25794777e-02  -1.21835717e-01  -6.30371505e-02
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   -2.88485597e-02  -1.79037469e-01   7.52026711e-02   9.81547457e-03
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 [  3.15291347e-02   1.00001842e-01   2.44308141e-01   7.58246918e-02
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   -1.84743105e-01   1.07863606e-01]
 [  7.41244431e-02   5.36804777e-02   1.07378327e-01   6.80928373e-03
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   -5.09667449e-02  -1.58092988e-02]
 [  4.91503766e-02   3.87475522e-02   1.92391850e-02   4.90032287e-02
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   -2.09705023e-01   2.98525242e-02]
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   -1.68493176e-01  -2.25922771e-01]
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 [ -1.10020066e-01   2.34212169e-02   2.67975831e-01   8.43863838e-03
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   -1.01496952e-01  -4.73083257e-02]
 [ -3.37224886e-01   4.74399774e-03   1.90161836e-02  -1.07803819e-02
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   -7.21297222e-02   8.64917376e-02]
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 [  2.21539792e-01  -2.11519539e-01   6.85540990e-02  -8.20890498e-03
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    1.23599544e-01  -1.61371596e-01]
 [ -1.02502678e-01  -8.50353056e-02   1.22406411e-01   1.11699840e-01
    2.08741144e-02  -1.15983262e-01   2.50577123e-01  -7.83008885e-02
    1.83309522e-01   8.23744734e-04]
 [ -4.27131893e-02  -2.22553871e-01   1.81492680e-01  -3.13731538e-01
   -2.35964720e-01   1.34650743e-01   1.25895701e-01  -1.23901220e-01
   -1.57058696e-02   1.78879544e-01]]
[[ 0.63083222]
 [ 1.76281533]
 [ 0.23221778]
 [ 0.88227447]
 [-2.7646854 ]
 [-0.26925611]
 [-1.77987608]
 [ 0.07857346]
 [ 0.69674437]
 [ 0.88631815]]
Progress: 50.1% ... Training loss: 0.263 ... Validation loss: 0.446[[  1.74066114e-01   2.90917192e-01  -9.98960634e-02   1.18800358e-01
   -4.66297304e-01  -7.38598417e-02  -1.06388125e-01   1.20977061e-01
   -4.16146837e-02   2.19333693e-01]
 [  1.22679912e-02   1.32220535e-01  -1.95152877e-02   4.68190707e-02
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    1.42681941e-01  -2.78260782e-02]
 [  2.09922640e-01   7.84458283e-01   1.49064407e-02  -4.45510116e-02
    7.91804090e-01  -2.46233760e-02  -9.72793908e-01  -4.04708275e-02
    6.61257856e-02   3.01059014e-01]
 [  6.60263837e-02  -4.19623633e-01  -1.86836162e-01   2.30310034e-01
   -1.89553411e-02   1.20195375e-01   2.42200595e-01   6.63143149e-02
    1.51629810e-01   3.23804134e-01]
 [ -3.56644422e-02   3.95083350e-02  -1.50571440e-01   3.56309208e-02
   -8.12538163e-02  -1.77719799e-01   1.37097872e-01  -1.17222563e-01
   -1.97852947e-01  -6.15800640e-02]
 [ -4.06723345e-01  -6.85085794e-01  -3.06335410e-01   1.34353676e-01
   -1.92998854e-01   4.60521077e-02   3.96722168e-01  -4.12891334e-02
   -4.47729425e-02  -5.03191880e-02]
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   -3.18914664e-02  -4.75456661e-02   8.12839299e-02   1.16920123e-01
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   -1.63955915e-01  -2.05887327e-01]
 [ -1.59388022e-01   1.57182245e-03   6.08432023e-02   1.84529275e-02
   -1.67717231e-01  -2.18562450e-01  -1.73618069e-01  -1.97355337e-01
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 [ -2.88112322e-01  -3.52541026e-01   9.29457141e-02   2.08776367e-01
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   -2.81304518e-01  -9.83744247e-02]
 [  9.37827468e-02  -2.12096238e-01  -2.55185656e-02   1.07175986e-01
   -5.29610824e-02  -8.59157902e-02   2.66663910e-01   1.71736449e-03
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 [  3.18321279e-02  -1.33298958e-01  -2.12491564e-01   1.42043790e-01
   -7.05274777e-02   8.34008528e-02  -1.35477457e-02  -2.06953136e-02
   -9.30608442e-02  -9.62221866e-03]
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 [  6.12137481e-02  -1.54221721e-02   8.82770738e-02   8.82323446e-02
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   -2.56188409e-02  -5.66294959e-02]
 [  1.09222638e-02  -1.39216279e-01  -2.92732753e-01  -5.32471530e-02
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 [  5.89433623e-02  -3.00936977e-02  -1.11766526e-01   6.27175233e-02
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   -1.45370814e-01  -4.39103272e-02]
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   -1.80200983e-01  -3.78222560e-01]
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 [  1.12280477e-02  -5.16280487e-01  -4.38447405e-02  -1.05972010e-01
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   -3.63998407e-01  -2.19713107e-01]
 [ -1.74240425e-01  -6.49029949e-01  -1.04640697e-02  -2.04128689e-01
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   -6.84602121e-02   8.66304741e-02]
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   -9.21612468e-02  -1.39427564e-01]
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   -2.62520678e-01  -3.23298069e-02]
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   -1.74036697e-02  -1.27911157e-01]
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   -8.16736932e-02   5.47126278e-02  -1.53024521e-01   2.81191741e-01
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 [  3.50884597e-01   3.46478015e-01  -8.14377967e-02   3.07103719e-01
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 [  4.92086366e-02   1.23078402e-01   2.54334183e-01   2.48920464e-01
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   -1.37403871e-01  -2.87763340e-01]
 [  1.81148468e-02  -9.23144531e-02  -1.21810187e-01  -6.29188966e-02
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 [  3.56604303e-03  -4.43480219e-02  -6.68599703e-02  -5.02320740e-02
   -3.31570730e-02  -1.79488313e-01   7.22480556e-02   9.94845549e-03
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 [  3.16937988e-02   1.00057100e-01   2.44383445e-01   7.60559040e-02
   -2.34969898e-01  -1.37613861e-01   8.42510826e-02   3.94882830e-02
   -1.84531070e-01   1.08132173e-01]
 [  7.45780429e-02   5.48989790e-02   1.07543771e-01   7.34441766e-03
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   -1.75361662e-02  -8.76519674e-02]
 [ -9.24652039e-03   1.13928545e-01   8.44709367e-02  -3.22902786e-02
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   -2.21950495e-02   1.70709522e-01]
 [  2.26064788e-01   9.78408045e-02   2.96809178e-02   8.29298963e-02
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   -5.25135493e-02  -1.77698829e-02]
 [  4.91569735e-02   3.87512108e-02   1.92427301e-02   4.90101365e-02
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   -5.07649257e-01   8.12756305e-02  -2.22627807e-01   1.62024122e-01
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   -3.13406042e-02   5.19920744e-02]
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   -2.76734991e-01  -9.53825129e-02]
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   -2.10035824e-01   2.94462891e-02]
 [  6.91787274e-03  -4.26100041e-01  -1.28981123e-01  -1.65782428e-01
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   -1.68617791e-01  -2.26094053e-01]
 [  8.82935077e-02  -2.72245225e-01  -1.66314232e-01  -5.13761707e-02
   -9.92922963e-02  -3.58438232e-02   1.52155239e-01  -1.58497919e-01
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 [ -1.10080879e-01   2.31658367e-02   2.67993432e-01   8.40591123e-03
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   -1.01532674e-01  -4.73447474e-02]
 [ -3.36908462e-01   5.18319610e-03   1.91178986e-02  -1.04120295e-02
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   -7.17782505e-02   8.67328617e-02]
 [  1.53372166e-01  -1.39862887e-02  -2.29444455e-01  -6.41082698e-02
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 [  2.22018354e-01  -2.10321940e-01   6.87409967e-02  -7.49115711e-03
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    1.24118318e-01  -1.60640309e-01]
 [ -1.03120613e-01  -8.67572956e-02   1.22159258e-01   1.10693161e-01
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    1.82623891e-01  -4.01012806e-05]
 [ -4.32732870e-02  -2.23404508e-01   1.81297305e-01  -3.14600512e-01
   -2.35217145e-01   1.34894657e-01   1.27374240e-01  -1.23975249e-01
   -1.62599508e-02   1.78123049e-01]]
[[ 0.62514746]
 [ 1.75542128]
 [ 0.22646226]
 [ 0.87867072]
 [-2.77168927]
 [-0.27263996]
 [-1.78051041]
 [ 0.07530525]
 [ 0.69233556]
 [ 0.88195582]]
Progress: 50.1% ... Training loss: 0.261 ... Validation loss: 0.449[[  1.75159986e-01   2.94430341e-01  -9.95331484e-02   1.20178669e-01
   -4.70364583e-01  -7.42629993e-02  -1.08937521e-01   1.21088714e-01
   -4.07020338e-02   2.20499695e-01]
 [  1.23405888e-02   1.32399588e-01  -1.94887705e-02   4.69228602e-02
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    1.42755963e-01  -2.77227839e-02]
 [  2.10307968e-01   7.87039649e-01   1.49409926e-02  -4.44886264e-02
    7.92100499e-01  -2.46870469e-02  -9.74537477e-01  -4.04710266e-02
    6.60836426e-02   3.01350125e-01]
 [  6.82084422e-02  -4.16851842e-01  -1.86030622e-01   2.33732016e-01
   -2.86912279e-02   1.19228498e-01   2.38533312e-01   6.65940184e-02
    1.54138001e-01   3.26890609e-01]
 [ -4.02922428e-02   2.80088883e-02  -1.52316416e-01   2.90663110e-02
   -6.28493467e-02  -1.75649316e-01   1.46946504e-01  -1.17790739e-01
   -2.02833551e-01  -6.77171673e-02]
 [ -4.06148193e-01  -6.84424277e-01  -3.06111526e-01   1.35278323e-01
   -1.95965596e-01   4.57596294e-02   3.95650340e-01  -4.12103157e-02
   -4.40727023e-02  -4.95156406e-02]
 [ -2.53616040e-03  -2.64753564e-01   1.06467715e-02   9.47353901e-02
   -4.77309016e-02  -7.23782857e-02   1.84134707e-01  -1.91441370e-01
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   -3.54996078e-02  -4.77921374e-02   7.97224499e-02   1.16967225e-01
    7.92921355e-02  -2.20989128e-02]
 [ -1.74614649e-01  -1.90959496e-01  -3.01148673e-01  -1.59120253e-02
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    1.82019181e-01  -7.91301304e-04]
 [ -4.46720274e-02  -2.26713466e-01   1.80722631e-01  -3.16853514e-01
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[[ 0.63082517]
 [ 1.75798828]
 [ 0.23135068]
 [ 0.8852989 ]
 [-2.7655267 ]
 [-0.26657016]
 [-1.77451698]
 [ 0.08195519]
 [ 0.69976105]
 [ 0.88833211]]
Progress: 50.2% ... Training loss: 0.265 ... Validation loss: 0.456[[  1.72953411e-01   2.88957538e-01  -1.00400899e-01   1.16612132e-01
   -4.58014427e-01  -7.32617876e-02  -1.03555175e-01   1.20769447e-01
   -4.32869437e-02   2.17457561e-01]
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    1.42750304e-01  -2.76769161e-02]
 [  2.07989838e-01   7.79627506e-01   1.40248243e-02  -4.80565438e-02
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    6.32236145e-02   2.98142081e-01]
 [  6.75247120e-02  -4.17842015e-01  -1.86216783e-01   2.33142367e-01
   -2.72614365e-02   1.19455892e-01   2.40265443e-01   6.65188760e-02
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 [ -3.76864894e-02   3.42722928e-02  -1.51292714e-01   3.29929936e-02
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   -4.45516571e-02  -5.02146204e-02]
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   -1.63761871e-01  -2.05599199e-01]
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 [  6.08316093e-02  -1.64371844e-02   8.81440425e-02   8.76725440e-02
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   -1.80641611e-01  -3.78788905e-01]
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    3.15718541e-02  -3.86604056e-01]
 [  1.16668041e-02  -5.16257855e-01  -4.36932179e-02  -1.05315166e-01
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[[ 0.6186688 ]
 [ 1.74739062]
 [ 0.22022363]
 [ 0.8738722 ]
 [-2.77854332]
 [-0.27761321]
 [-1.78582255]
 [ 0.06901725]
 [ 0.68819666]
 [ 0.87555813]]
Progress: 50.2% ... Training loss: 0.262 ... Validation loss: 0.452[[ 0.17346808  0.29193725 -0.10019589  0.11751351 -0.45982163 -0.07354262
  -0.10657295  0.12081479 -0.04280577  0.21818139]
 [ 0.01237046  0.13251658 -0.01947033  0.0469742   0.07814328 -0.00670029
   0.33059356  0.04093541  0.14276965 -0.02763033]
 [ 0.20801738  0.77979816  0.014108   -0.04811548  0.80464697 -0.02368125
  -0.96970596 -0.04080072  0.06324415  0.29830663]
 [ 0.06972868 -0.41239632 -0.18537719  0.23688156 -0.03821152  0.11833706
   0.23493597  0.06680729  0.15626576  0.32970365]
 [-0.03726482  0.03317075 -0.1511347   0.03371558 -0.07298727 -0.17711727
   0.14320333 -0.11734535 -0.1992156  -0.06302725]
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   0.3953216  -0.04126891 -0.04461681 -0.05022821]
 [-0.00279615 -0.26576996  0.01053078  0.09422826 -0.04498814 -0.07227559
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 [ 0.10639344 -0.29753395  0.03008245 -0.07995827 -0.02591775 -0.0467894
   0.08414843  0.11664387  0.0765657  -0.02530207]
 [-0.17521864 -0.19222421 -0.3013592  -0.01679085 -0.09943006  0.06677345
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 [-0.06005225 -0.05506509  0.27885154  0.11263942  0.08165683 -0.06489354
  -0.11692974  0.12135878  0.08587723  0.05270006]
 [ 0.06001015 -0.01757781  0.08784327  0.0863589   0.02296412 -0.01598573
   0.19596301  0.11982306 -0.02713917 -0.05840427]
 [ 0.01204114 -0.13628717 -0.29232087 -0.05167288  0.0757375  -0.0932078
   0.10860026  0.16265467  0.10873771 -0.03062115]
 [ 0.05667973 -0.03632355 -0.11269547  0.05911077 -0.16496293  0.31674751
   0.2665888   0.20518517 -0.14822653 -0.04733471]
 [ 0.00603501 -0.01067135  0.12422236  0.11368607  0.00426971  0.10401248
  -0.09576799 -0.04138719  0.22247696  0.09176198]
 [ 0.11511568  0.08020037 -0.04253266 -0.09136547 -0.13595844 -0.33237557
   0.12167634  0.00877991  0.14934804  0.0960927 ]
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 [-0.16697395 -0.13858071 -0.20581086 -0.02997901 -0.30197147  0.00339835
   0.0728751  -0.02619662 -0.01704598  0.03079524]
 [-0.03011772 -0.14576569 -0.07484837 -0.12489983  0.52540828  0.27509213
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 [-0.01600603 -0.45699669 -0.03069727 -0.07112904  0.64942182  0.0996723
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 [ 0.0116415  -0.51631524 -0.04370229 -0.10535069  0.67161657  0.02233764
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 [-0.17461735 -0.65017343 -0.01061577 -0.20464787  0.77665959 -0.09102931
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 [-0.30292175 -0.47783184  0.05379622 -0.052011    0.92400275  0.14300413
   0.48617924  0.04706862 -0.09213497 -0.13939813]
 [-0.21404876 -0.36000423  0.2492364  -0.24973625  0.68656149 -0.04279961
   0.739978    0.01223186 -0.26306591 -0.03298625]
 [-0.14064256 -0.26003389 -0.1844823  -0.11287314  0.51865128 -0.2267216
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 [ 0.10146403  0.25962075  0.1597428  -0.10575869 -0.08576873  0.05447589
  -0.15539046  0.2812547   0.06367292  0.16968948]
 [ 0.35099562  0.34679046 -0.08138979  0.30720316 -0.88690401 -0.28597158
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  -0.17710221 -0.13302051 -0.13783368 -0.28821431]
 [ 0.01794924 -0.09316148 -0.12189449 -0.06323561  0.22922689  0.04178401
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 [ 0.00388436 -0.04369622 -0.06675466 -0.04979632 -0.03413009 -0.17964866
   0.07154441  0.00997963  0.03750595  0.00497439]
 [ 0.03155782  0.09992647  0.24431243  0.07579045 -0.23424637 -0.13754269
   0.08462544  0.03946646 -0.18470535  0.10791642]
 [ 0.07505946  0.05652961  0.10771588  0.00803109 -0.23832313  0.0668049
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 [-0.00839147  0.11516991  0.08472996 -0.03130224 -0.06251735  0.17911737
   0.07529199  0.11806919 -0.0212537   0.17192242]
 [ 0.22549176  0.09640735  0.02947202  0.08197203  0.00379483 -0.02534438
  -0.20728562  0.14837294 -0.05330727 -0.01871964]
 [ 0.04931478  0.0398354   0.0192958   0.04917214 -0.45883004 -0.12563271
  -0.23835979  0.04155274  0.12409504  0.19889184]
 [ 0.06058676  0.50053926  0.12846692  0.44092041 -1.29150373 -0.30412572
  -0.57018729 -0.07081471  0.30329299  0.34594921]
 [ 0.17899721  0.49646211  0.06789798  0.4334223  -1.05401237 -0.08293566
  -0.43497548  0.15112355  0.2165887   0.47999128]
 [ 0.24659056  0.32555185  0.24589306  0.14771183 -0.50868969  0.08117204
  -0.22283871  0.16204836  0.2398975   0.0780693 ]
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  -0.11751939 -0.01515261 -0.03162187  0.05160684]
 [-0.10106055  0.01057488  0.02350987  0.09027759 -0.0661232   0.11663264
   0.23303921  0.01963743 -0.27658338 -0.09515291]
 [-0.22506646 -0.04629172 -0.09535924 -0.34929672  0.19481316  0.12056275
   0.11695981  0.10286147 -0.21072058  0.02858296]
 [ 0.00698398 -0.42627089 -0.1289654  -0.16567768  0.37982648  0.02644939
   0.20438109  0.15196541 -0.16851502 -0.22597214]
 [ 0.08992108 -0.26852862 -0.16577789 -0.04910947 -0.10567337 -0.03660472
   0.14815372 -0.15831973  0.09611555 -0.18910716]
 [-0.10986998  0.02388058  0.26810019  0.00875461  0.14709591  0.07480398
   0.0613448  -0.29615551 -0.10131372 -0.04705473]
 [-0.33809089  0.00250161  0.01866668 -0.01209746  0.13946603 -0.17976142
   0.01636407  0.23484567 -0.07318244  0.08488526]
 [ 0.1528677  -0.01557531 -0.22961564 -0.06478213  0.09332057 -0.30396496
   0.08474785 -0.16577215  0.01160165 -0.17330299]
 [ 0.22256106 -0.20941217  0.06890791 -0.0067816   0.07417986 -0.04283318
   0.04397152 -0.13539707  0.12462515 -0.16006266]
 [-0.10437225 -0.09054711  0.12169794  0.10877895  0.02980037 -0.11511115
   0.25544004 -0.07854418  0.18126732 -0.00181323]
 [-0.044416   -0.22442671  0.18080703 -0.31681522 -0.23282199  0.13553425
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[[ 0.61900381]
 [ 1.745668  ]
 [ 0.21819043]
 [ 0.8742218 ]
 [-2.78015513]
 [-0.27714967]
 [-1.78646704]
 [ 0.06801163]
 [ 0.68811335]
 [ 0.87541467]]
Progress: 50.3% ... Training loss: 0.263 ... Validation loss: 0.454[[ 0.17164993  0.28728825 -0.10085192  0.115008   -0.45060079 -0.07270034
  -0.10230313  0.1206029  -0.04502051  0.21590991]
 [ 0.01238011  0.13267486 -0.0194684   0.04697775  0.07810783 -0.00670252
   0.33048925  0.04093507  0.14277595 -0.02759068]
 [ 0.20624757  0.77554774  0.01335324 -0.05113446  0.81165891 -0.02281967
  -0.96602175 -0.04103284  0.06105278  0.2960228 ]
 [ 0.06875863 -0.414578   -0.18569298  0.23581589 -0.03651635  0.11888549
   0.23706791  0.06667851  0.15527979  0.32840469]
 [-0.03703479  0.03213115 -0.15108789  0.03441467 -0.07257025 -0.17730115
   0.14318395 -0.11732323 -0.19907815 -0.06235197]
 [-0.40607753 -0.68349217 -0.30610582  0.13538602 -0.19854351  0.04577006
   0.3953476  -0.04121923 -0.04422663 -0.04971569]
 [-0.00312921 -0.26673153  0.01043553  0.09401828 -0.04365327 -0.07215507
   0.18493369 -0.19153159  0.20162684  0.04663189]
 [ 0.10624152 -0.2983094   0.02999478 -0.08032865 -0.02603643 -0.04672489
   0.08473159  0.11662004  0.07634288 -0.02537876]
 [-0.17579762 -0.19349395 -0.30153211 -0.01754594 -0.09699286  0.06703306
  -0.08408906 -0.02957624  0.27155419 -0.13045849]
 [ 0.01917177 -0.45978013  0.07002528 -0.04084625 -0.27198421 -0.1025567
   0.23147815 -0.11306159 -0.01719749  0.04991057]
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 [-0.15958775  0.00142121  0.06076864  0.0181637  -0.16732129 -0.21847
  -0.17335732 -0.19738416  0.08348738  0.16980526]
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 [ 0.09391081 -0.21173198 -0.02546328  0.10728275 -0.05489622 -0.08592906
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 [ 0.03295342 -0.1311368  -0.21213315  0.14363742 -0.07352858  0.08288408
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 [ 0.0051135  -0.01337526  0.12387236  0.11224992  0.00778082  0.10445949
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 [ 0.01170567 -0.51624159 -0.04367957 -0.10524466  0.67143921  0.02230943
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 [-0.30283685 -0.47784721  0.05385787 -0.05176214  0.92333601  0.14292858
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 [-0.21417034 -0.36040159  0.24919882 -0.24987997  0.68701044 -0.04274996
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 [-0.14049094 -0.25967802 -0.18443067 -0.1126361   0.51795941 -0.2267913
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 [ 0.10146282  0.26020809  0.15975514 -0.10573165 -0.08660969  0.05447114
  -0.15586055  0.28125579  0.06363503  0.1696693 ]
 [ 0.35028127  0.34516255 -0.08162519  0.3062066  -0.88340665 -0.28561917
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 [ 0.04887687  0.12170242  0.25426111  0.24847072 -0.05272581 -0.19711866
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   0.07200865  0.00995438  0.03724865  0.00465282]
 [ 0.03168558  0.10006902  0.24435778  0.07596684 -0.23474275 -0.13759826
   0.08444606  0.03947995 -0.18456233  0.10810069]
 [ 0.0748743   0.05624623  0.10764778  0.00777477 -0.2379969   0.06687502
   0.03637253 -0.2712142  -0.01727965 -0.08727029]
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 [ 0.2257675   0.09719604  0.02956421  0.08235645  0.00260582 -0.02547328
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 [ 0.06058163  0.501017    0.12845905  0.44091909 -1.29240554 -0.30410503
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 [ 0.1780253   0.49371007  0.06754847  0.43220257 -1.04984806 -0.0825092
  -0.43219938  0.15101381  0.21552659  0.47882391]
 [ 0.24655374  0.32562726  0.24587993  0.14766807 -0.50875069  0.08119059
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 [ 0.00696683 -0.42625989 -0.12897105 -0.16571052  0.38011691  0.02645699
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 [ 0.08916746 -0.26969397 -0.16603541 -0.05006755 -0.10474177 -0.03628908
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 [-0.33788716  0.00233931  0.01876648 -0.0116705   0.13927775 -0.17991097
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 [ 0.15249418 -0.01651087 -0.22972245 -0.06536268  0.09556358 -0.30378993
   0.0859676  -0.16580856  0.01128565 -0.17379377]
 [ 0.22283587 -0.20825076  0.06900547 -0.0063777   0.07332109 -0.04294746
   0.04283267 -0.13536816  0.12487614 -0.15974024]
 [-0.10465257 -0.09156082  0.12160864  0.10862887  0.03089984 -0.11499078
   0.25651334 -0.07857503  0.18091627 -0.0019881 ]
 [-0.0438202  -0.22369852  0.18102165 -0.31596947 -0.23565536  0.1352504
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[[ 0.61461822]
 [ 1.74039896]
 [ 0.21596156]
 [ 0.870103  ]
 [-2.78079099]
 [-0.27810527]
 [-1.78456745]
 [ 0.06552482]
 [ 0.68400448]
 [ 0.87105504]]
Progress: 50.4% ... Training loss: 0.265 ... Validation loss: 0.456[[  1.73143495e-01   2.92637578e-01  -1.00291070e-01   1.17194045e-01
   -4.55951343e-01  -7.33611443e-02  -1.07432843e-01   1.20758282e-01
   -4.33482431e-02   2.18189321e-01]
 [  1.23317636e-02   1.32685166e-01  -1.94859703e-02   4.69055671e-02
    7.80873121e-02  -6.68264511e-03   3.30559932e-01   4.09296356e-02
    1.42742202e-01  -2.76904291e-02]
 [  2.05312599e-01   7.73600408e-01   1.30017878e-02  -5.26998387e-02
    8.15951546e-01  -2.23636723e-02  -9.64196883e-01  -4.11447091e-02
    5.99017771e-02   2.94927543e-01]
 [  6.42081509e-02  -4.26384637e-01  -1.87264583e-01   2.29364499e-01
   -2.04220503e-02   1.20905671e-01   2.49532362e-01   6.62012554e-02
    1.50517158e-01   3.22097292e-01]
 [ -3.72831379e-02   3.16554113e-02  -1.51177458e-01   3.39633338e-02
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   -1.99448537e-01  -6.24242582e-02]
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   -4.34950284e-02  -4.88995075e-02]
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   -1.64042333e-01  -2.05958261e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
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 [ -2.88250977e-01  -3.52414747e-01   9.29269778e-02   2.08728102e-01
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 [  9.37581947e-02  -2.12085212e-01  -2.55109855e-02   1.07114235e-01
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 [ -1.14234452e-01  -8.24154273e-02  -1.99259926e-01   1.67799964e-01
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 [  5.98712405e-02  -1.77545633e-02   8.77709179e-02   8.63571848e-02
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 [  1.15885996e-02  -1.37536255e-01  -2.92502139e-01  -5.24069851e-02
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 [ -1.62582371e-02  -4.57922343e-01  -3.07996077e-02  -7.14796248e-02
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 [  1.18898271e-02  -5.16452597e-01  -4.36219886e-02  -1.04987815e-01
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   -1.68228336e-01  -2.25654384e-01]
 [  9.17764948e-02  -2.62647338e-01  -1.65082714e-01  -4.62411629e-02
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   -1.01434268e-01  -4.72424408e-02]
 [ -3.37665984e-01   2.49299129e-03   1.88503282e-02  -1.12541400e-02
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   -7.26117195e-02   8.57092149e-02]
 [  1.51626404e-01  -1.93248938e-02  -2.30002417e-01  -6.66265252e-02
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    1.03852000e-02  -1.75026448e-01]
 [  2.23184246e-01  -2.06951699e-01   6.91130090e-02  -5.90891375e-03
    7.25223570e-02  -4.30520646e-02   4.14413848e-02  -1.35335778e-01
    1.25217811e-01  -1.59271160e-01]
 [ -1.03899827e-01  -9.02013600e-02   1.21912127e-01   1.09826594e-01
    2.75642698e-02  -1.15375937e-01   2.54874872e-01  -7.84827649e-02
    1.81848314e-01  -8.53788046e-04]
 [ -4.51453410e-02  -2.26277268e-01   1.80552854e-01  -3.17874949e-01
   -2.31588980e-01   1.35863393e-01   1.31384567e-01  -1.24218406e-01
   -1.85819681e-02   1.75747100e-01]]
[[ 0.62145134]
 [ 1.7462952 ]
 [ 0.22446445]
 [ 0.87833585]
 [-2.77700334]
 [-0.27173003]
 [-1.77635916]
 [ 0.07111765]
 [ 0.69126746]
 [ 0.87610233]]
Progress: 50.4% ... Training loss: 0.261 ... Validation loss: 0.453[[  1.75948974e-01   3.00042401e-01  -9.92711279e-02   1.21288754e-01
   -4.67371328e-01  -7.45760411e-02  -1.15479556e-01   1.21086049e-01
   -4.01894325e-02   2.22192432e-01]
 [  1.17443390e-02   1.30979394e-01  -1.97007587e-02   4.61306601e-02
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    1.42214079e-01  -2.84714480e-02]
 [  2.07231429e-01   7.77119212e-01   1.37753456e-02  -4.97989300e-02
    8.07400287e-01  -2.32815093e-02  -9.68328230e-01  -4.08983276e-02
    6.25411763e-02   2.97966918e-01]
 [  6.29988040e-02  -4.28983963e-01  -1.87756180e-01   2.27843419e-01
   -1.47664135e-02   1.21402044e-01   2.51402100e-01   6.60675165e-02
    1.49149707e-01   3.20358399e-01]
 [ -3.61733809e-02   3.44382918e-02  -1.50820586e-01   3.53148108e-02
   -7.51550269e-02  -1.77434257e-01   1.40923911e-01  -1.17250701e-01
   -1.98244408e-01  -6.10759209e-02]
 [ -4.05168758e-01  -6.81060920e-01  -3.05829525e-01   1.36588649e-01
   -2.04456005e-01   4.53818914e-02   3.92627541e-01  -4.11252803e-02
   -4.33093101e-02  -4.85633678e-02]
 [ -1.37790975e-03  -2.61987881e-01   1.10755829e-02   9.67968315e-02
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 [  1.09527485e-01  -2.89540234e-01   3.12292664e-02  -7.53583786e-02
   -4.19506719e-02  -4.82007699e-02   7.56239795e-02   1.17016526e-01
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   -9.52849527e-02   6.69345828e-02  -8.39027176e-02  -2.95542760e-02
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   -9.72507717e-03   5.94506576e-02]
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   -1.63901858e-01  -2.05889185e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
    8.34873761e-02   1.69805256e-01]
 [ -2.88494104e-01  -3.52825854e-01   9.28128236e-02   2.08319217e-01
   -1.63071393e-01  -6.20634936e-02   1.12708887e-01  -2.61831423e-01
   -2.81915249e-01  -9.91473965e-02]
 [  9.37821251e-02  -2.11671466e-01  -2.54965650e-02   1.07176492e-01
   -5.58426283e-02  -8.58917453e-02   2.66029383e-01   1.71898862e-03
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 [  3.45231815e-02  -1.27647394e-01  -2.11590157e-01   1.45764337e-01
   -7.86705932e-02   8.21954070e-02  -1.99763265e-02  -2.03867441e-02
   -9.00724291e-02  -5.93471988e-03]
 [ -1.13908920e-01  -8.11648623e-02  -1.99148098e-01   1.68376399e-01
   -1.81144853e-02   1.30612652e-01  -1.07110759e-04  -2.50033650e-01
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 [ -6.14980340e-02  -5.94179375e-02   2.78355654e-01   1.10625719e-01
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 [  6.08246649e-02  -1.48654757e-02   8.81244978e-02   8.77842827e-02
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   -2.62227684e-02  -5.70319541e-02]
 [  1.29445481e-02  -1.34528379e-01  -2.92004982e-01  -5.03617567e-02
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 [  5.74464058e-02  -3.45606927e-02  -1.12409544e-01   6.02262447e-02
   -1.68811461e-01   3.16397174e-01   2.64742393e-01   2.05270487e-01
   -1.47349874e-01  -4.61137865e-02]
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   -1.31928695e-01  -3.32008163e-01   1.23853526e-01   8.69118683e-03
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   -1.80966253e-01  -3.79186230e-01]
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    3.09241555e-02  -3.87512622e-01]
 [  1.20720867e-02  -5.16129177e-01  -4.35566554e-02  -1.04738986e-01
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   -3.63084241e-01  -2.18483828e-01]
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   -6.88116610e-02   8.62560241e-02]
 [ -3.03143021e-01  -4.78594477e-01   5.37492105e-02  -5.21956694e-02
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   -9.23033031e-02  -1.39598343e-01]
 [ -2.13878049e-01  -3.59892013e-01   2.49328116e-01  -2.49354904e-01
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   -2.62762877e-01  -3.26258800e-02]
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   -1.84921734e-02  -1.29174895e-01]
 [  1.03472165e-01   2.65537109e-01   1.60520003e-01  -1.02726829e-01
   -9.42968547e-02   5.35391694e-02  -1.61384501e-01   2.81491091e-01
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 [  3.50458874e-01   3.45314507e-01  -8.15763485e-02   3.06496126e-01
   -8.83152919e-01  -2.85678903e-01  -4.83137385e-01   1.76809628e-01
    3.88982978e-01  -2.38032861e-02]
 [  4.97956124e-02   1.23569718e-01   2.54584503e-01   2.49724537e-01
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   -1.36666021e-01  -2.86787063e-01]
 [  1.93764709e-02  -8.97741124e-02  -1.21363190e-01  -6.10340655e-02
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 [  4.33340178e-03  -4.24623664e-02  -6.65988549e-02  -4.91604240e-02
   -3.65130342e-02  -1.79848863e-01   6.99851179e-02   1.00286850e-02
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 [  3.19296436e-02   1.00510991e-01   2.44432468e-01   7.62402374e-02
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   -1.84277844e-01   1.08419392e-01]
 [  7.48303628e-02   5.62337976e-02   1.07643257e-01   7.69431917e-03
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   -1.73174631e-02  -8.73833357e-02]
 [ -9.20291970e-03   1.13194138e-01   8.44509985e-02  -3.24128406e-02
   -5.95970391e-02   1.79489028e-01   7.70270451e-02   1.17973487e-01
   -2.21509414e-02   1.70812415e-01]
 [  2.26060835e-01   9.78507461e-02   2.96725797e-02   8.27945398e-02
    1.31091143e-03  -2.56319236e-02  -2.09283210e-01   1.48432935e-01
   -5.26653493e-02  -1.79080081e-02]
 [  4.96170109e-02   4.03031781e-02   1.94193935e-02   4.95585063e-02
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 [  6.00000137e-02   5.00200256e-01   1.28229837e-01   4.40161962e-01
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 [  2.46489751e-01   3.26503701e-01   2.45853289e-01   1.47649145e-01
   -5.09589528e-01   8.11943576e-02  -2.23545605e-01   1.62038696e-01
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 [ -7.18403242e-02   2.45000015e-01   2.41699929e-01   1.88443610e-02
   -7.65387333e-02   1.30000937e-01  -1.20201147e-01  -1.50601884e-02
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   -2.76551015e-01  -9.51332007e-02]
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   -2.10254302e-01   2.91664618e-02]
 [  7.54377948e-03  -4.25287989e-01  -1.28766120e-01  -1.64854716e-01
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   -1.67890566e-01  -2.25221856e-01]
 [  9.26219814e-02  -2.60342699e-01  -1.64806072e-01  -4.50974134e-02
   -1.20017858e-01  -3.78440543e-02   1.40017491e-01  -1.58046656e-01
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 [ -1.09359270e-01   2.44653808e-02   2.68290090e-01   9.66879195e-03
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   -1.00563202e-01  -4.62837044e-02]
 [ -3.36374169e-01   5.95897524e-03   1.92848992e-02  -9.51330102e-03
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   -7.12357516e-02   8.74008367e-02]
 [  1.52934788e-01  -1.61597366e-02  -2.29493645e-01  -6.46792745e-02
    9.65008648e-02  -3.04015294e-01   8.50435754e-02  -1.65738747e-01
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 [  2.23562992e-01  -2.06247723e-01   6.92687020e-02  -5.33584478e-03
    7.06308962e-02  -4.32466584e-02   4.07755874e-02  -1.35283129e-01
    1.25661092e-01  -1.58604326e-01]
 [ -1.04041588e-01  -9.01967165e-02   1.21852022e-01   1.09739732e-01
    2.74412208e-02  -1.15303077e-01   2.54785391e-01  -7.85001063e-02
    1.81694625e-01  -1.08950802e-03]
 [ -4.54277424e-02  -2.26257541e-01   1.80436913e-01  -3.18251371e-01
   -2.31945313e-01   1.35968653e-01   1.31611743e-01  -1.24246941e-01
   -1.88747525e-02   1.75335377e-01]]
[[ 0.63761829]
 [ 1.75962206]
 [ 0.23692432]
 [ 0.8915038 ]
 [-2.76565675]
 [-0.26050365]
 [-1.76454701]
 [ 0.08532886]
 [ 0.70471305]
 [ 0.89061612]]
Progress: 50.5% ... Training loss: 0.269 ... Validation loss: 0.459[[  1.74653908e-01   2.97655789e-01  -9.97191535e-02   1.19336103e-01
   -4.61030062e-01  -7.40123877e-02  -1.12901521e-01   1.20903668e-01
   -4.16135557e-02   2.20264988e-01]
 [  1.14928169e-02   1.30476027e-01  -1.98121877e-02   4.57323099e-02
    8.12982834e-02  -6.29940807e-03   3.32620180e-01   4.08229130e-02
    1.41886760e-01  -2.87965522e-02]
 [  2.06051253e-01   7.70876052e-01   1.34540312e-02  -5.10840213e-02
    8.15522032e-01  -2.29856612e-02  -9.63725095e-01  -4.10015950e-02
    6.14524555e-02   2.96523028e-01]
 [  6.46600499e-02  -4.24416029e-01  -1.87186115e-01   2.30375738e-01
   -1.93527599e-02   1.20826356e-01   2.47490151e-01   6.62923887e-02
    1.51059050e-01   3.22793644e-01]
 [ -3.43547620e-02   3.82845847e-02  -1.50145909e-01   3.77829626e-02
   -7.94574352e-02  -1.78256289e-01   1.37741764e-01  -1.16976420e-01
   -1.96274945e-01  -5.82668169e-02]
 [ -4.07103303e-01  -6.83697312e-01  -3.06660390e-01   1.33571103e-01
   -1.99824934e-01   4.62873034e-02   3.95739048e-01  -4.14205473e-02
   -4.57110528e-02  -5.14542117e-02]
 [ -2.36750159e-03  -2.64430826e-01   1.07351171e-02   9.53113670e-02
   -4.56323503e-02  -7.25991205e-02   1.81223780e-01  -1.91479639e-01
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   -3.39422203e-02  -4.72761617e-02   8.08815426e-02   1.16712959e-01
    7.76503886e-02  -2.34868082e-02]
 [ -1.75634890e-01  -1.93308785e-01  -3.01457688e-01  -1.73639151e-02
   -9.47427574e-02   6.69531978e-02  -8.42807116e-02  -2.95536632e-02
    2.71664458e-01  -1.30377500e-01]
 [  2.29400163e-02  -4.47993893e-01   7.12694790e-02  -3.57380876e-02
   -2.90732289e-01  -1.04269237e-01   2.17801893e-01  -1.12745047e-01
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 [ -1.04368524e-01  -9.08656826e-02   1.21720573e-01   1.09181636e-01
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    1.81282426e-01  -1.55153805e-03]
 [ -4.62368405e-02  -2.27653179e-01   1.80130909e-01  -3.19505572e-01
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   -1.97199061e-02   1.74083042e-01]]
[[ 0.62181042]
 [ 1.74725197]
 [ 0.2189793 ]
 [ 0.87528615]
 [-2.78460171]
 [-0.27674772]
 [-1.78532433]
 [ 0.06820379]
 [ 0.68756444]
 [ 0.87458345]]
Progress: 50.5% ... Training loss: 0.261 ... Validation loss: 0.451[[  1.73937799e-01   2.96079627e-01  -9.99845458e-02   1.18235574e-01
   -4.58043387e-01  -7.36305937e-02  -1.10342842e-01   1.20824104e-01
   -4.23967731e-02   2.19327826e-01]
 [  1.13935508e-02   1.30553195e-01  -1.98518949e-02   4.55176223e-02
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 [  2.09060245e-01   7.77534697e-01   1.44590220e-02  -4.70129716e-02
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    6.47653594e-02   3.00532888e-01]
 [  6.40147406e-02  -4.24687781e-01  -1.87363397e-01   2.29639825e-01
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 [ -3.39464414e-02   4.00177273e-02  -1.49938888e-01   3.86260689e-02
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   -4.71211189e-02  -5.32060636e-02]
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   -1.63315236e-01  -2.05120469e-01]
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 [ -2.89800474e-01  -3.54158857e-01   9.22375645e-02   2.06221480e-01
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 [  6.21518687e-02  -1.15770008e-02   8.85714686e-02   8.96397879e-02
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   -2.47263518e-02  -5.52097514e-02]
 [  1.34485272e-02  -1.33606440e-01  -2.91851934e-01  -4.95776865e-02
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   -1.82281566e-01  -3.80848342e-01]
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 [  1.20438143e-02  -5.16783715e-01  -4.35983894e-02  -1.04862563e-01
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   -3.63162344e-01  -2.18606543e-01]
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   -6.89482388e-02   8.61638861e-02]
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   -9.29920685e-02  -1.40421797e-01]
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   -8.80679054e-01  -2.85146613e-01  -4.80461008e-01   1.76647342e-01
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 [  4.97952025e-02   1.23839224e-01   2.54582680e-01   2.49690389e-01
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 [  3.13635100e-02   9.89607067e-02   2.44209401e-01   7.53074877e-02
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   -1.84970909e-01   1.07485630e-01]
 [  7.60762823e-02   6.03210711e-02   1.08095590e-01   9.48224396e-03
   -2.43013354e-01   6.63159798e-02   3.24648940e-02  -2.71082686e-01
   -1.59034960e-02  -8.56211948e-02]
 [ -8.73053549e-03   1.14629102e-01   8.45885381e-02  -3.18469887e-02
   -6.12732070e-02   1.79289202e-01   7.56460691e-02   1.18014658e-01
   -2.16808508e-02   1.71342575e-01]
 [  2.25397006e-01   9.60179731e-02   2.94172085e-02   8.17981459e-02
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   -5.34299768e-02  -1.88338784e-02]
 [  4.88994577e-02   3.87446501e-02   1.91499228e-02   4.85158703e-02
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 [  2.46091777e-01   3.25529825e-01   2.45701096e-01   1.47104659e-01
   -5.08900789e-01   8.13547139e-02  -2.22690093e-01   1.61983936e-01
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   -3.03221300e-02   5.32520853e-02]
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 [  7.62143233e-03  -4.25155168e-01  -1.28740365e-01  -1.64737486e-01
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   -1.67800601e-01  -2.25108832e-01]
 [  9.25833606e-02  -2.59908402e-01  -1.64825141e-01  -4.51404880e-02
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 [ -1.09664837e-01   2.38522011e-02   2.68155652e-01   9.23352641e-03
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   -1.00934975e-01  -4.67540403e-02]
 [ -3.37699364e-01   1.97480085e-03   1.87523224e-02  -1.14140508e-02
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   -7.27907355e-02   8.54791236e-02]
 [  1.50879317e-01  -2.09848828e-02  -2.30332627e-01  -6.76964521e-02
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 [  2.23605646e-01  -2.06161159e-01   6.93116467e-02  -5.26756737e-03
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    1.25714785e-01  -1.58566752e-01]
 [ -1.03501265e-01  -8.89602983e-02   1.22024803e-01   1.10392981e-01
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    1.82239240e-01  -3.62261870e-04]
 [ -4.65340736e-02  -2.26927660e-01   1.80048788e-01  -3.19899296e-01
   -2.32072322e-01   1.36439297e-01   1.32935487e-01  -1.24396911e-01
   -1.99777534e-02   1.73797215e-01]]
[[ 0.62602536]
 [ 1.75411932]
 [ 0.22299178]
 [ 0.87765905]
 [-2.77807052]
 [-0.2738957 ]
 [-1.78588013]
 [ 0.07055089]
 [ 0.69141564]
 [ 0.8778747 ]]
Progress: 50.5% ... Training loss: 0.260 ... Validation loss: 0.448[[  1.75878680e-01   3.00882151e-01  -9.92552127e-02   1.20971444e-01
   -4.63793500e-01  -7.44125352e-02  -1.15279811e-01   1.21020697e-01
   -4.01642517e-02   2.22287768e-01]
 [  1.13342319e-02   1.30480000e-01  -1.98742419e-02   4.54317776e-02
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    1.41676614e-01  -2.90505392e-02]
 [  2.10393373e-01   7.80348160e-01   1.48213167e-02  -4.54295517e-02
    8.04816629e-01  -2.47226070e-02  -9.72478554e-01  -4.05518003e-02
    6.60056453e-02   3.02252977e-01]
 [  6.29135235e-02  -4.27352755e-01  -1.87733426e-01   2.28128969e-01
   -1.50640394e-02   1.21576618e-01   2.50972245e-01   6.60724407e-02
    1.49234331e-01   3.20799271e-01]
 [ -3.16735357e-02   4.76614881e-02  -1.49189699e-01   4.17288500e-02
   -9.26801422e-02  -1.79505454e-01   1.27812315e-01  -1.16643026e-01
   -1.93244177e-01  -5.44064941e-02]
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   -1.96531839e-01   4.70774969e-02   3.98851895e-01  -4.16180598e-02
   -4.76520643e-02  -5.38568382e-02]
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   -4.77607606e-02  -4.86744524e-02   7.33083363e-02   1.17072626e-01
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   -9.41094575e-02   6.69651410e-02  -8.37949140e-02  -2.95624842e-02
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 [  2.31340452e-02  -4.46472662e-01   7.13407296e-02  -3.55353480e-02
   -2.92908595e-01  -1.04225113e-01   2.17515852e-01  -1.12729837e-01
   -1.27767292e-02   5.54595301e-02]
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   -1.17936692e-01   9.81581981e-03   2.47676277e-01  -1.02438948e-01
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 [ -1.22512186e-01  -2.36576666e-01  -6.89573353e-02   1.90918882e-02
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   -1.63220414e-01  -2.05016925e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
    8.34873761e-02   1.69805256e-01]
 [ -2.89203353e-01  -3.53267541e-01   9.24828124e-02   2.07103971e-01
   -1.60462959e-01  -6.16979647e-02   1.13153839e-01  -2.61959892e-01
   -2.82846385e-01  -1.00174218e-01]
 [  9.19128641e-02  -2.14734815e-01  -2.61708668e-02   1.04627463e-01
   -5.36466477e-02  -8.50881168e-02   2.69292148e-01   1.49264507e-03
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 [  3.39252325e-02  -1.28871164e-01  -2.11770626e-01   1.44910702e-01
   -7.62527797e-02   8.24919519e-02  -1.84114063e-02  -2.04436905e-02
   -9.07645547e-02  -6.91947418e-03]
 [ -1.13621429e-01  -7.99683019e-02  -1.99040356e-01   1.68717053e-01
   -1.89190099e-02   1.30436045e-01  -1.32636616e-03  -2.49989508e-01
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 [ -6.40753855e-02  -6.67913708e-02   2.77453463e-01   1.06889082e-01
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    8.16516936e-02   4.73979893e-02]
 [  6.30383795e-02  -9.59659824e-03   8.88892114e-02   9.08851351e-02
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   -2.37542725e-02  -5.39666213e-02]
 [  1.35259844e-02  -1.33045665e-01  -2.91867343e-01  -4.96353946e-02
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 [  5.67072892e-02  -3.66955158e-02  -1.12716200e-01   5.91757880e-02
   -1.65550584e-01   3.16730291e-01   2.66251707e-01   2.05149790e-01
   -1.48223855e-01  -4.71043845e-02]
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 [  1.13397989e-01   7.63964362e-02  -4.31071112e-02  -9.37812572e-02
   -1.28850867e-01  -3.31610144e-01   1.25750157e-01   8.59792847e-03
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   -1.56526748e-02   3.25087366e-02]
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   -1.82380595e-01  -3.80970077e-01]
 [ -1.60126379e-02  -4.57103012e-01  -3.07257631e-02  -7.11277625e-02
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    3.12628304e-02  -3.87043091e-01]
 [  1.21516884e-02  -5.16614818e-01  -4.35625806e-02  -1.04707333e-01
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   -3.63042439e-01  -2.18441251e-01]
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   -6.88779247e-02   8.62405130e-02]
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   -9.28266060e-02  -1.40237203e-01]
 [ -2.14008404e-01  -3.60569652e-01   2.49288484e-01  -2.49490014e-01
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   -2.62850032e-01  -3.27161442e-02]
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   -1.81095030e-02  -1.28646210e-01]
 [  1.03588706e-01   2.67241275e-01   1.60576673e-01  -1.02510455e-01
   -9.57687364e-02   5.35067398e-02  -1.62279770e-01   2.81496512e-01
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 [  3.49334997e-01   3.43095692e-01  -8.19455239e-02   3.04875031e-01
   -8.81636324e-01  -2.85194379e-01  -4.81162875e-01   1.76662147e-01
    3.87863350e-01  -2.51812946e-02]
 [  4.98352658e-02   1.23911161e-01   2.54606321e-01   2.49762663e-01
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   -1.36630005e-01  -2.86727228e-01]
 [  1.79855176e-02  -9.37982231e-02  -1.21906774e-01  -6.30604117e-02
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 [  4.13819221e-03  -4.25228819e-02  -6.66840167e-02  -4.94172879e-02
   -3.60589775e-02  -1.79750145e-01   6.97158427e-02   9.98564636e-03
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 [  3.13133038e-02   9.86907507e-02   2.44192976e-01   7.52445271e-02
   -2.32533638e-01  -1.37436068e-01   8.54157488e-02   3.94299398e-02
   -1.85026053e-01   1.07446240e-01]
 [  7.62243602e-02   6.08426065e-02   1.08145752e-01   9.67751706e-03
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   -1.57423631e-02  -8.54292980e-02]
 [ -8.79284711e-03   1.14650266e-01   8.45644284e-02  -3.19580535e-02
   -6.10387492e-02   1.79324313e-01   7.57403658e-02   1.18003702e-01
   -2.17596765e-02   1.71208070e-01]
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   -5.31842940e-02  -1.85419719e-02]
 [  4.80454581e-02   3.71720840e-02   1.88583745e-02   4.73268359e-02
   -4.54403090e-01  -1.25159138e-01  -2.35209856e-01   4.14107731e-02
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 [  6.18027634e-02   5.03635364e-01   1.28865077e-01   4.42729983e-01
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   -5.06208279e-01   8.17974776e-02  -2.20617433e-01   1.61870348e-01
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 [ -7.11149773e-02   2.46927317e-01   2.41951507e-01   1.98640996e-02
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   -2.98707682e-02   5.37682509e-02]
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 [ -3.37155407e-01   2.97923782e-03   1.89698797e-02  -1.06513626e-02
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    1.25745989e-01  -1.58602749e-01]
 [ -1.03596454e-01  -8.96845684e-02   1.21995188e-01   1.10276361e-01
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    1.82146340e-01  -4.52070472e-04]
 [ -4.60669034e-02  -2.25589206e-01   1.80229957e-01  -3.19221953e-01
   -2.35299196e-01   1.36237647e-01   1.31280227e-01  -1.24349033e-01
   -1.94203913e-02   1.74639427e-01]]
[[ 0.62891357]
 [ 1.75890872]
 [ 0.22647501]
 [ 0.88042075]
 [-2.77616551]
 [-0.2725367 ]
 [-1.78466445]
 [ 0.07299263]
 [ 0.6926899 ]
 [ 0.8809749 ]]
Progress: 50.6% ... Training loss: 0.261 ... Validation loss: 0.446[[  1.73282929e-01   2.95036503e-01  -1.00270802e-01   1.16939961e-01
   -4.52359164e-01  -7.32350314e-02  -1.09844697e-01   1.20678716e-01
   -4.33071404e-02   2.18642342e-01]
 [  1.12741363e-02   1.30359018e-01  -1.98985193e-02   4.53379660e-02
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    1.41603916e-01  -2.91415376e-02]
 [  2.06179653e-01   7.69739010e-01   1.31176276e-02  -5.22043934e-02
    8.27306279e-01  -2.28216388e-02  -9.63747129e-01  -4.11131108e-02
    6.07858863e-02   2.95609076e-01]
 [  6.48524950e-02  -4.25049255e-01  -1.86952993e-01   2.31336365e-01
   -2.27490396e-02   1.20639096e-01   2.49023188e-01   6.63482903e-02
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 [ -3.20105407e-02   4.64473736e-02  -1.49299683e-01   4.11722632e-02
   -9.15826447e-02  -1.79324335e-01   1.28625336e-01  -1.16706882e-01
   -1.93570718e-01  -5.49906155e-02]
 [ -4.09377577e-01  -6.87454228e-01  -3.07376745e-01   1.30525349e-01
   -1.95712299e-01   4.72768960e-02   3.99996316e-01  -4.16700521e-02
   -4.81261591e-02  -5.44545789e-02]
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   -1.63915282e-02   5.07370793e-02]
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   -1.63541211e-01  -2.05303271e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
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 [ -2.89125620e-01  -3.53045768e-01   9.25079590e-02   2.07185901e-01
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   -2.82756273e-01  -1.00030791e-01]
 [  9.18096476e-02  -2.14955670e-01  -2.61872982e-02   1.04546107e-01
   -5.42629969e-02  -8.50641715e-02   2.69525108e-01   1.48599662e-03
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 [  3.33545045e-02  -1.30119694e-01  -2.11956633e-01   1.44145492e-01
   -7.54155444e-02   8.27156570e-02  -1.69638947e-02  -2.05009236e-02
   -9.13880304e-02  -7.71364016e-03]
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   -1.97029050e-02   1.30262659e-01  -2.37491867e-03  -2.49951974e-01
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 [  6.22101669e-02  -1.13632201e-02   8.85634499e-02   8.96098028e-02
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   -2.48015548e-02  -5.52764279e-02]
 [  1.11728029e-02  -1.39478685e-01  -2.92808428e-01  -5.33918679e-02
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 [  5.60328129e-02  -3.84671995e-02  -1.12972875e-01   5.81768867e-02
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   -1.48990095e-01  -4.80664286e-02]
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   -1.82932844e-01  -3.81653826e-01]
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 [  1.23138765e-02  -5.16309826e-01  -4.35048796e-02  -1.04479534e-01
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   -3.62864463e-01  -2.18218232e-01]
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   -9.26593563e-02  -1.40025217e-01]
 [ -2.13902846e-01  -3.60380339e-01   2.49330918e-01  -2.49320649e-01
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   -2.62728130e-01  -3.25651278e-02]
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   -1.80404442e-02  -1.28517555e-01]
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   -9.53491050e-02   5.36519739e-02  -1.61774691e-01   2.81459250e-01
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 [  3.48598850e-01   3.40513064e-01  -8.23010441e-02   3.03422936e-01
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 [  5.00153416e-02   1.24367633e-01   2.54670526e-01   2.49992085e-01
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 [  1.79480128e-02  -9.39786414e-02  -1.21924663e-01  -6.31462988e-02
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   -2.29234632e-01  -1.37095302e-01   8.73334922e-02   3.93315814e-02
   -1.85949263e-01   1.06311831e-01]
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   -1.58510296e-02  -8.55909128e-02]
 [ -8.60527014e-03   1.14914714e-01   8.46232075e-02  -3.17148128e-02
   -6.14586047e-02   1.79246047e-01   7.54219352e-02   1.18025996e-01
   -2.15663701e-02   1.71448071e-01]
 [  2.25492540e-01   9.61753586e-02   2.94697032e-02   8.19662583e-02
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   -5.32624593e-02  -1.86726238e-02]
 [  4.82422746e-02   3.77792135e-02   1.89239638e-02   4.76010069e-02
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 [  6.07147486e-02   5.00546781e-01   1.28463094e-01   4.41167633e-01
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   -5.08558272e-01   8.16299884e-02  -2.21757460e-01   1.61920869e-01
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   -2.77447688e-01  -9.62370974e-02]
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   -2.11389522e-01   2.77657648e-02]
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   -1.67978069e-01  -2.25354189e-01]
 [  9.12033627e-02  -2.61478111e-01  -1.65426839e-01  -4.75796808e-02
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 [ -1.09814430e-01   2.25040057e-02   2.68100057e-01   8.97678736e-03
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   -1.01088628e-01  -4.69182803e-02]
 [ -3.37878392e-01   8.69927261e-04   1.87205272e-02  -1.16267613e-02
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   -7.28695038e-02   8.52971003e-02]
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 [ -1.03636383e-01  -8.96731810e-02   1.21970493e-01   1.10192183e-01
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    1.82072807e-01  -5.80573094e-04]
 [ -4.84860576e-02  -2.31563513e-01   1.79353532e-01  -3.22588190e-01
   -2.29043949e-01   1.37304469e-01   1.37282761e-01  -1.24633033e-01
   -2.20423070e-02   1.71490218e-01]]
[[ 0.61065254]
 [ 1.74151309]
 [ 0.21139796]
 [ 0.86727175]
 [-2.79008928]
 [-0.2857876 ]
 [-1.79588463]
 [ 0.05652588]
 [ 0.67662826]
 [ 0.86318192]]
Progress: 50.6% ... Training loss: 0.267 ... Validation loss: 0.455[[  1.75983486e-01   3.00375286e-01  -9.93003381e-02   1.20974852e-01
   -4.63933494e-01  -7.44841480e-02  -1.15561726e-01   1.20917410e-01
   -4.01944049e-02   2.22708785e-01]
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    1.41846845e-01  -2.88361547e-02]
 [  2.07871659e-01   7.73457198e-01   1.37717407e-02  -4.95534760e-02
    8.17710633e-01  -2.37068843e-02  -9.69392423e-01  -4.09521779e-02
    6.29011724e-02   2.98331996e-01]
 [  6.46218470e-02  -4.27529896e-01  -1.87094919e-01   2.30945390e-01
   -1.97822414e-02   1.20848945e-01   2.50269015e-01   6.63528626e-02
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 [ -3.05334293e-02   5.14668997e-02  -1.48727354e-01   4.31597097e-02
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   -1.91615344e-01  -5.28422737e-02]
 [ -4.09780675e-01  -6.87964003e-01  -3.07514079e-01   1.29995052e-01
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   -4.86218887e-02  -5.51052475e-02]
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   -3.57595216e-02  -4.71808112e-02   8.07528652e-02   1.16595114e-01
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[[ 0.62439413]
 [ 1.75414465]
 [ 0.22407883]
 [ 0.87863823]
 [-2.78178163]
 [-0.2730207 ]
 [-1.78393245]
 [ 0.06626486]
 [ 0.68973279]
 [ 0.87573934]]
Progress: 50.7% ... Training loss: 0.260 ... Validation loss: 0.449[[  1.78667248e-01   3.07943708e-01  -9.82769216e-02   1.25062061e-01
   -4.77080103e-01  -7.57583791e-02  -1.23602613e-01   1.21225824e-01
   -3.74066229e-02   2.26676166e-01]
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    1.42029002e-01  -2.86058861e-02]
 [  2.08252119e-01   7.73215484e-01   1.38291184e-02  -4.90502155e-02
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    6.32556166e-02   2.99023785e-01]
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   -2.75652060e-02   1.19818671e-01   2.44078536e-01   6.66145082e-02
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   -1.62991432e-01  -2.04566310e-01]
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   -1.82942708e-01  -3.81699708e-01]
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   -1.28514886e-02  -8.16571396e-02]
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   -2.13786572e-02   1.71664940e-01]
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 [  9.17925979e-02  -2.58458510e-01  -1.65207878e-01  -4.65936298e-02
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   -1.00752379e-01  -4.64076971e-02]
 [ -3.37828639e-01   1.00979111e-03   1.87140527e-02  -1.15926212e-02
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 [  1.50664934e-01  -2.24153168e-02  -2.30312727e-01  -6.75457820e-02
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 [  2.24203327e-01  -2.05742979e-01   6.95393142e-02  -4.35520655e-03
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 [ -1.02548579e-01  -8.70191451e-02   1.22345805e-01   1.11688519e-01
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    1.83166197e-01   7.93738522e-04]
 [ -4.64405699e-02  -2.27387333e-01   1.80039674e-01  -3.19744320e-01
   -2.38325385e-01   1.36360478e-01   1.32781858e-01  -1.24470286e-01
   -1.97102016e-02   1.74559688e-01]]
[[ 0.62893985]
 [ 1.75855911]
 [ 0.22890345]
 [ 0.88389024]
 [-2.78173447]
 [-0.26928428]
 [-1.78116123]
 [ 0.07090702]
 [ 0.6957491 ]
 [ 0.88207685]]
Progress: 50.8% ... Training loss: 0.261 ... Validation loss: 0.454[[  1.77310064e-01   3.04709577e-01  -9.87920190e-02   1.22830883e-01
   -4.70114889e-01  -7.50798598e-02  -1.19795583e-01   1.21051768e-01
   -3.89860013e-02   2.24620991e-01]
 [  1.08634231e-02   1.28617164e-01  -2.00572707e-02   4.46977727e-02
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    1.41195635e-01  -2.95422837e-02]
 [  2.06726233e-01   7.68325571e-01   1.32184009e-02  -5.12469574e-02
    8.22851820e-01  -2.31279341e-02  -9.65623082e-01  -4.11188638e-02
    6.16436063e-02   2.96623522e-01]
 [  6.62611109e-02  -4.24326275e-01  -1.86484762e-01   2.33346898e-01
   -2.30574504e-02   1.20147748e-01   2.46664659e-01   6.65139424e-02
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 [ -3.26198021e-02   4.47619934e-02  -1.49376502e-01   4.05051933e-02
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   -1.93761298e-01  -5.59542709e-02]
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   -4.98462670e-02  -5.64909508e-02]
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   -1.62905534e-01  -2.04486701e-01]
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 [  9.15285835e-02  -2.15216870e-01  -2.62658990e-02   1.04213003e-01
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   -9.15007226e-02  -7.61442598e-03]
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   -2.35044163e-02  -5.36078542e-02]
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   -1.83124601e-01  -3.81921724e-01]
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 [  1.24054538e-02  -5.16888673e-01  -4.34899211e-02  -1.04391311e-01
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   -3.62846125e-01  -2.18142943e-01]
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   -9.34445083e-02  -1.40937637e-01]
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   -2.62143061e-01  -3.18014695e-02]
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 [  3.48573165e-01   3.40114942e-01  -8.23732803e-02   3.03040648e-01
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 [  5.04628278e-02   1.25445432e-01   2.54830629e-01   2.50582068e-01
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   -1.85478547e-01   1.06838701e-01]
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   -5.53132308e-02  -2.12638309e-02]
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   -1.68728889e-01  -2.26313811e-01]
 [  9.05520084e-02  -2.61112371e-01  -1.65696929e-01  -4.84994076e-02
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 [ -1.09706107e-01   2.19980304e-02   2.68154577e-01   9.12869413e-03
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   -1.01015488e-01  -4.67127014e-02]
 [ -3.37757009e-01   1.70577455e-03   1.87472570e-02  -1.15191909e-02
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   -7.27980133e-02   8.51638790e-02]
 [  1.50868172e-01  -2.18946984e-02  -2.30222519e-01  -6.71759046e-02
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 [  2.23277925e-01  -2.07979820e-01   6.91850175e-02  -5.66587102e-03
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    1.25261596e-01  -1.59027663e-01]
 [ -1.02528730e-01  -8.74481286e-02   1.22358899e-01   1.11726988e-01
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    1.83113443e-01   8.56669598e-04]
 [ -4.73583073e-02  -2.30112905e-01   1.79670073e-01  -3.21135449e-01
   -2.34687288e-01   1.36797868e-01   1.35580836e-01  -1.24582155e-01
   -2.08282640e-02   1.73414202e-01]]
[[ 0.61695803]
 [ 1.75076055]
 [ 0.21964339]
 [ 0.87417916]
 [-2.79354451]
 [-0.28028921]
 [-1.7931702 ]
 [ 0.06090035]
 [ 0.68355236]
 [ 0.87127678]]
Progress: 50.8% ... Training loss: 0.261 ... Validation loss: 0.449[[  1.78265440e-01   3.06968411e-01  -9.85092264e-02   1.23810190e-01
   -4.74074576e-01  -7.53645577e-02  -1.21336532e-01   1.21126923e-01
   -3.82423386e-02   2.25716609e-01]
 [  1.14175445e-02   1.29943681e-01  -1.98638923e-02   4.54584444e-02
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    1.41785097e-01  -2.87513563e-02]
 [  2.09139485e-01   7.72707997e-01   1.39992509e-02  -4.82293235e-02
    8.15385926e-01  -2.41626472e-02  -9.70146761e-01  -4.08771825e-02
    6.39307409e-02   2.99616127e-01]
 [  6.36026749e-02  -4.30031312e-01  -1.87391972e-01   2.29863839e-01
   -1.24316315e-02   1.21311033e-01   2.52221231e-01   6.62330899e-02
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 [ -3.44424745e-02   3.94422673e-02  -1.50055673e-01   3.80012385e-02
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   -1.95563725e-01  -5.87770906e-02]
 [ -4.10885178e-01  -6.88734655e-01  -3.07891187e-01   1.28477969e-01
   -1.96290968e-01   4.79798087e-02   4.02612407e-01  -4.18400177e-02
   -4.99992122e-02  -5.67136363e-02]
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   -3.33640086e-02  -4.67234329e-02   8.38441948e-02   1.16448927e-01
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   -1.60717141e-02   5.16449505e-02]
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   -1.63118713e-01  -2.04697844e-01]
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   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
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 [ -2.89370201e-01  -3.52810150e-01   9.24110542e-02   2.06847633e-01
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   -2.83149239e-01  -1.00486377e-01]
 [  9.14997116e-02  -2.15548817e-01  -2.62815015e-02   1.04193873e-01
   -5.58681814e-02  -8.49767257e-02   2.70441126e-01   1.45226636e-03
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 [  3.31052237e-02  -1.30065510e-01  -2.12013465e-01   1.43727241e-01
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   -9.17922140e-02  -7.95607947e-03]
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 [ -6.04092146e-02  -5.77589209e-02   2.78761468e-01   1.11890783e-01
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 [  6.31288726e-02  -9.15442118e-03   8.88180256e-02   9.07245100e-02
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   -2.38784924e-02  -5.40736329e-02]
 [  9.26176391e-03  -1.44917601e-01  -2.93519439e-01  -5.60733046e-02
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 [  5.65897941e-02  -3.80976657e-02  -1.12811148e-01   5.90048160e-02
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   -1.82610926e-01  -3.81288328e-01]
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 [  1.18897401e-02  -5.18099934e-01  -4.37007556e-02  -1.05197337e-01
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   -3.63470519e-01  -2.18874819e-01]
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   -6.95613030e-02   8.56198629e-02]
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   -9.32895586e-02  -1.40736178e-01]
 [ -2.13320619e-01  -3.59747592e-01   2.49546513e-01  -2.48440129e-01
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   -2.62065731e-01  -3.17053913e-02]
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   -1.77034258e-02  -1.28046800e-01]
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   -9.66198328e-02   5.36508847e-02  -1.62434805e-01   2.81432004e-01
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 [  3.48689619e-01   3.40048119e-01  -8.23345881e-02   3.03041681e-01
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 [  5.05897586e-02   1.25765313e-01   2.54878380e-01   2.50762948e-01
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   -1.35838058e-01  -2.85715389e-01]
 [  1.76305450e-02  -9.50166161e-02  -1.22045108e-01  -6.36004818e-02
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   -3.24254031e-02  -1.79388970e-01   7.10937816e-02   9.85529048e-03
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 [  3.06833363e-02   9.72036758e-02   2.44001903e-01   7.44324143e-02
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   -1.85703059e-01   1.06589609e-01]
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   -1.22096186e-02  -8.07726518e-02]
 [ -7.81960772e-03   1.17679041e-01   8.49364417e-02  -3.05559780e-02
   -6.56180440e-02   1.78855413e-01   7.30612115e-02   1.18120472e-01
   -2.05684648e-02   1.72700372e-01]
 [  2.23144951e-01   9.04270514e-02   2.85546722e-02   7.83348361e-02
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   -5.60595569e-02  -2.22423638e-02]
 [  4.89042939e-02   3.96624851e-02   1.91235251e-02   4.84694252e-02
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 [  6.15301299e-02   5.01226848e-01   1.28784202e-01   4.42682702e-01
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   -5.10689113e-01   8.14441216e-02  -2.23098076e-01   1.61956638e-01
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 [ -7.13192053e-02   2.47373421e-01   2.41889505e-01   1.96029400e-02
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   -3.00876487e-02   5.35439837e-02]
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   -2.76949199e-01  -9.56201360e-02]
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 [  7.03368007e-03  -4.26579005e-01  -1.28961308e-01  -1.65636742e-01
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   -1.68499571e-01  -2.26017598e-01]
 [  8.99472373e-02  -2.63438802e-01  -1.65977265e-01  -4.95965680e-02
   -1.19491983e-01  -3.64308082e-02   1.44236682e-01  -1.58452714e-01
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 [ -1.09590029e-01   2.24487371e-02   2.68197338e-01   9.26493057e-03
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   -1.00909543e-01  -4.65091921e-02]
 [ -3.37784255e-01   1.53089022e-03   1.87244099e-02  -1.15912590e-02
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   -7.28561936e-02   8.50477602e-02]
 [  1.52498288e-01  -1.68400211e-02  -2.29592535e-01  -6.47550234e-02
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 [  2.22959100e-01  -2.08889227e-01   6.90398431e-02  -6.24673104e-03
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 [ -1.01874635e-01  -8.64086061e-02   1.22584457e-01   1.12614735e-01
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    1.83723040e-01   1.70926869e-03]
 [ -4.55444986e-02  -2.25506230e-01   1.80308374e-01  -3.18683717e-01
   -2.41829002e-01   1.35957157e-01   1.31068039e-01  -1.24403857e-01
   -1.87275298e-02   1.76089742e-01]]
[[ 0.62729892]
 [ 1.7632451 ]
 [ 0.23182231]
 [ 0.88239439]
 [-2.78410453]
 [-0.27156179]
 [-1.78586422]
 [ 0.06927251]
 [ 0.69616648]
 [ 0.88273288]]
Progress: 50.9% ... Training loss: 0.261 ... Validation loss: 0.450[[  1.79206491e-01   3.08612921e-01  -9.82097460e-02   1.24734336e-01
   -4.73884278e-01  -7.58010499e-02  -1.23085800e-01   1.21223889e-01
   -3.74122942e-02   2.27197205e-01]
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    1.41853704e-01  -2.86570551e-02]
 [  2.08160574e-01   7.73042232e-01   1.36032898e-02  -4.93006819e-02
    8.14934179e-01  -2.38087619e-02  -9.70936603e-01  -4.09969306e-02
    6.25411324e-02   2.98315753e-01]
 [  6.88105533e-02  -4.17737992e-01  -1.85366749e-01   2.37524575e-01
   -3.41025204e-02   1.19024578e-01   2.40943516e-01   6.68510955e-02
    1.55415247e-01   3.29762887e-01]
 [ -3.38332705e-02   3.88913409e-02  -1.49886659e-01   3.88353878e-02
   -8.53642666e-02  -1.78770396e-01   1.33533305e-01  -1.16912256e-01
   -1.95077503e-01  -5.77121647e-02]
 [ -4.10492316e-01  -6.89281103e-01  -3.07782146e-01   1.28759225e-01
   -1.95220193e-01   4.77935254e-02   4.03135812e-01  -4.17983233e-02
   -4.95184282e-02  -5.60696943e-02]
 [  3.85860966e-03  -2.51841647e-01   1.29143062e-02   1.03501902e-01
   -7.01739254e-02  -7.52884079e-02   1.66441770e-01  -1.90843533e-01
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 [  1.05817202e-01  -3.01586711e-01   2.96290900e-02  -8.09524319e-02
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    1.83899076e-01   2.01480848e-03]
 [ -4.47610585e-02  -2.23288920e-01   1.80573378e-01  -3.17631321e-01
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   -1.78533303e-02   1.77169734e-01]]
[[ 0.63356464]
 [ 1.76465251]
 [ 0.23595424]
 [ 0.89184499]
 [-2.78213977]
 [-0.26525618]
 [-1.77596114]
 [ 0.07366759]
 [ 0.70409761]
 [ 0.89025103]]
Progress: 50.9% ... Training loss: 0.265 ... Validation loss: 0.458[[  1.77625090e-01   3.04715977e-01  -9.87623424e-02   1.22447681e-01
   -4.66831879e-01  -7.51548037e-02  -1.18822531e-01   1.21048828e-01
   -3.90879799e-02   2.25104304e-01]
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    1.42079878e-01  -2.83857593e-02]
 [  2.09734984e-01   7.72922412e-01   1.41545445e-02  -4.70671503e-02
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    6.43988999e-02   3.00365154e-01]
 [  6.73434860e-02  -4.18441000e-01  -1.85876675e-01   2.35608621e-01
   -2.86669129e-02   1.19656231e-01   2.42597165e-01   6.66633093e-02
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 [ -3.20188372e-02   4.32470941e-02  -1.49023810e-01   4.18631693e-02
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   -1.93403150e-01  -5.47946109e-02]
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   -5.00074061e-02  -5.65983570e-02]
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   -1.63726440e-01  -2.05348120e-01]
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   -9.15779529e-02  -7.48035234e-03]
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   -2.35617850e-02  -5.36820124e-02]
 [  8.95499486e-03  -1.46531753e-01  -2.93678421e-01  -5.66528713e-02
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   -1.83003046e-01  -3.81804109e-01]
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   -1.16702994e-02  -8.01284006e-02]
 [ -7.81316033e-03   1.17548023e-01   8.49212874e-02  -3.05965768e-02
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   -2.05721029e-02   1.72693268e-01]
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   -5.68611146e-02  -2.31241132e-02]
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 [  8.88000445e-02  -2.65572301e-01  -1.66394796e-01  -5.12503639e-02
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   -9.92093287e-02  -4.44121410e-02]
 [ -3.39555546e-01  -3.42241900e-03   1.80406181e-02  -1.41749119e-02
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   -7.49318103e-02   8.25431448e-02]
 [  1.52930516e-01  -1.61817214e-02  -2.29450307e-01  -6.40553863e-02
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 [  2.21607740e-01  -2.12557412e-01   6.85028289e-02  -8.23968102e-03
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 [ -1.01858798e-01  -8.76489250e-02   1.22575627e-01   1.12309921e-01
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    1.83701690e-01   1.84235163e-03]
 [ -4.54888345e-02  -2.24360130e-01   1.80271340e-01  -3.18752835e-01
   -2.44188673e-01   1.35913207e-01   1.30284143e-01  -1.24420886e-01
   -1.86088808e-02   1.76163777e-01]]
[[ 0.62085774]
 [ 1.75838399]
 [ 0.22423726]
 [ 0.87789823]
 [-2.79168708]
 [-0.27789132]
 [-1.79448756]
 [ 0.05987357]
 [ 0.68773697]
 [ 0.87722433]]
Progress: 51.0% ... Training loss: 0.260 ... Validation loss: 0.447[[  1.76719922e-01   3.02899705e-01  -9.91518128e-02   1.21075091e-01
   -4.61048718e-01  -7.47017019e-02  -1.17062359e-01   1.20953041e-01
   -4.02315077e-02   2.24103905e-01]
 [  1.14489501e-02   1.30025686e-01  -1.98532279e-02   4.54887623e-02
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    1.41830949e-01  -2.86906914e-02]
 [  2.05932147e-01   7.64474920e-01   1.25774949e-02  -5.29140283e-02
    8.25549026e-01  -2.28041504e-02  -9.66125764e-01  -4.12192608e-02
    5.96311577e-02   2.94793750e-01]
 [  7.12892412e-02  -4.10581652e-01  -1.84452571e-01   2.41735191e-01
   -4.79805151e-02   1.17860949e-01   2.34522857e-01   6.70648853e-02
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 [ -3.29742436e-02   4.15028717e-02  -1.49418582e-01   4.02897348e-02
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   -1.94543953e-01  -5.65124938e-02]
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   -4.97842834e-02  -5.62607755e-02]
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   -9.78535821e-02   6.67160949e-02  -8.40153901e-02  -2.95719731e-02
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 [  1.63602773e-02  -4.66610516e-01   6.83687551e-02  -4.74848761e-02
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   -1.63389511e-01  -2.04746360e-01]
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   -2.82435819e-01  -9.95394078e-02]
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   -7.15304875e-02   8.27139395e-02  -1.72220427e-02  -2.04976726e-02
   -9.14844656e-02  -7.40055101e-03]
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 [ -6.09916717e-02  -5.96536729e-02   2.78518239e-01   1.10995043e-01
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   -2.33529668e-02  -5.34298946e-02]
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   -1.83137792e-01  -3.81975387e-01]
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 [  1.21312788e-02  -5.17988724e-01  -4.36344455e-02  -1.04912478e-01
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   -3.63232608e-01  -2.18553066e-01]
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   -9.37933605e-02  -1.41290723e-01]
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 [  3.50917315e-01   3.46021478e-01  -8.15628700e-02   3.05857180e-01
   -8.78978141e-01  -2.85646120e-01  -4.86436994e-01   1.76751495e-01
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 [  5.06534592e-02   1.25747345e-01   2.54902910e-01   2.50827585e-01
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   -5.70758375e-02  -2.34272472e-02]
 [  4.89000210e-02   3.98756359e-02   1.91113617e-02   4.84260204e-02
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   -7.86762124e-02   1.29962045e-01  -1.20811751e-01  -1.50462494e-02
   -3.05308401e-02   5.30912504e-02]
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   -2.77737158e-01  -9.66225601e-02]
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   -2.11373577e-01   2.77447499e-02]
 [  6.64096380e-03  -4.27782863e-01  -1.29123251e-01  -1.66245457e-01
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   -1.68977501e-01  -2.26601318e-01]
 [  8.88144775e-02  -2.64963888e-01  -1.66372056e-01  -5.11855094e-02
   -1.20219248e-01  -3.59524453e-02   1.46715077e-01  -1.58598980e-01
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 [ -1.08608345e-01   2.45079064e-02   2.68620654e-01   1.08238852e-02
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   -9.96797494e-02  -4.49841735e-02]
 [ -3.38644950e-01  -1.29835596e-03   1.83878213e-02  -1.28218351e-02
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   -7.39504160e-02   8.38315497e-02]
 [  1.53768196e-01  -1.40932983e-02  -2.29177215e-01  -6.27415610e-02
    9.26382345e-02  -3.04654262e-01   8.13679530e-02  -1.65631572e-01
    1.24088266e-02  -1.71886855e-01]
 [  2.21634558e-01  -2.13288139e-01   6.84817484e-02  -8.30834689e-03
    7.98748961e-02  -4.24615034e-02   4.58048448e-02  -1.35532540e-01
    1.23094015e-01  -1.61695073e-01]
 [ -1.01946865e-01  -8.76019420e-02   1.22547021e-01   1.12184576e-01
    2.53139304e-02  -1.16101033e-01   2.49672590e-01  -7.83126481e-02
    1.83566108e-01   1.71733530e-03]
 [ -4.76666855e-02  -2.30460041e-01   1.79390167e-01  -3.22072028e-01
   -2.36439689e-01   1.36954899e-01   1.35464763e-01  -1.24654517e-01
   -2.10815741e-02   1.73215168e-01]]
[[ 0.61588077]
 [ 1.74892191]
 [ 0.21780472]
 [ 0.87711206]
 [-2.79593012]
 [-0.28059629]
 [-1.79100188]
 [ 0.05769138]
 [ 0.68481266]
 [ 0.87181264]]
Progress: 51.0% ... Training loss: 0.264 ... Validation loss: 0.455[[  1.77532955e-01   3.05842342e-01  -9.88234888e-02   1.22296630e-01
   -4.65087429e-01  -7.51173061e-02  -1.20357714e-01   1.21043639e-01
   -3.93203876e-02   2.25709805e-01]
 [  1.19069014e-02   1.31184662e-01  -1.97135374e-02   4.60797077e-02
    8.20905220e-02  -6.46683809e-03   3.31598608e-01   4.08400452e-02
    1.42346095e-01  -2.80288755e-02]
 [  2.08260119e-01   7.69077877e-01   1.34233633e-02  -4.93733503e-02
    8.18477644e-01  -2.39574161e-02  -9.70974466e-01  -4.09676819e-02
    6.23968965e-02   2.98473615e-01]
 [  7.01456942e-02  -4.13653211e-01  -1.84827086e-01   2.40180266e-01
   -4.34289517e-02   1.18325066e-01   2.37313625e-01   6.69620548e-02
    1.57254469e-01   3.32283875e-01]
 [ -3.26317443e-02   4.21942149e-02  -1.49211033e-01   4.11260153e-02
   -8.58280615e-02  -1.79354585e-01   1.29390357e-01  -1.16746974e-01
   -1.94068540e-01  -5.56432190e-02]
 [ -4.10568494e-01  -6.88053421e-01  -3.07794468e-01   1.28680129e-01
   -1.96414316e-01   4.78389540e-02   4.02028210e-01  -4.18226221e-02
   -4.96902014e-02  -5.60138268e-02]
 [  3.59612069e-03  -2.52456103e-01   1.27834068e-02   1.02900021e-01
   -6.67197342e-02  -7.52797876e-02   1.66248711e-01  -1.90898237e-01
    2.08990392e-01   5.62548571e-02]
 [  1.04133337e-01  -3.07156617e-01   2.89039416e-02  -8.35270364e-02
   -2.71365657e-02  -4.57851206e-02   8.86199389e-02   1.16225271e-01
    7.37631895e-02  -2.78728267e-02]
 [ -1.75002070e-01  -1.92400269e-01  -3.01320732e-01  -1.60035979e-02
   -9.95429983e-02   6.65500482e-02  -8.55669487e-02  -2.95361872e-02
    2.72527710e-01  -1.29228021e-01]
 [  1.67317832e-02  -4.64111022e-01   6.84989848e-02  -4.70413252e-02
   -2.74020731e-01  -1.01167744e-01   2.31298165e-01  -1.13682112e-01
   -2.07680242e-02   4.55436125e-02]
 [ -7.53767706e-02  -1.36773896e-01   7.05853003e-03  -1.19620357e-01
   -1.40874842e-01   7.21549658e-03   2.33379668e-01  -1.01911042e-01
    6.76831104e-03  -1.01207238e-01]
 [ -1.22765042e-01  -2.39987279e-01  -6.91300992e-02   1.93139202e-02
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   -1.63475953e-01  -2.04865094e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
    8.34873761e-02   1.69805256e-01]
 [ -2.89200771e-01  -3.52278975e-01   9.24883076e-02   2.06979855e-01
   -1.61443197e-01  -6.16316451e-02   1.12343832e-01  -2.61964167e-01
   -2.82996541e-01  -1.00232383e-01]
 [  9.15207866e-02  -2.15260016e-01  -2.62966236e-02   1.04197623e-01
   -5.57942336e-02  -8.50181553e-02   2.70361926e-01   1.43684433e-03
    1.60509660e-02  -1.06942879e-02]
 [  3.32486549e-02  -1.29784878e-01  -2.11982620e-01   1.43683630e-01
   -7.15437745e-02   8.27883436e-02  -1.73040380e-02  -2.05133863e-02
   -9.16730719e-02  -7.60176107e-03]
 [ -1.13677351e-01  -8.21220848e-02  -1.99103855e-01   1.68378315e-01
   -1.70464445e-02   1.30497701e-01   2.13295864e-05  -2.50031998e-01
    8.08472096e-02  -1.83347058e-01]
 [ -6.02671400e-02  -5.80589949e-02   2.78767302e-01   1.11929675e-01
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    8.54017423e-02   5.24882647e-02]
 [  6.36273970e-02  -7.27039249e-03   8.89776838e-02   9.13744560e-02
    5.37712798e-03  -1.75343679e-02   1.84524808e-01   1.20165601e-01
   -2.33800738e-02  -5.34140544e-02]
 [  7.98546068e-03  -1.49009453e-01  -2.94121554e-01  -5.82867298e-02
    8.76544845e-02  -9.14071476e-02   1.16646517e-01   1.62093937e-01
    1.03638604e-01  -3.71953594e-02]
 [  5.75703973e-02  -3.59596378e-02  -1.12382104e-01   6.07587796e-02
   -1.71567734e-01   3.16251566e-01   2.64263621e-01   2.05207702e-01
   -1.47139693e-01  -4.54817535e-02]
 [  7.98845371e-03  -6.09642996e-03   1.24970658e-01   1.16791023e-01
   -3.83640436e-03   1.03272320e-01  -9.84982965e-02  -4.11590844e-02
    2.24915639e-01   9.56314520e-02]
 [  1.12798996e-01   7.62353601e-02  -4.33686042e-02  -9.43726809e-02
   -1.26210962e-01  -3.31344206e-01   1.26746862e-01   8.54012272e-03
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 [ -1.03606418e-01  -7.04265669e-02  -1.58225504e-02   2.35178724e-02
   -5.59769259e-02  -2.05281291e-01  -4.55584640e-02  -2.02430230e-02
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 [ -1.65882891e-01  -1.36223909e-01  -2.05448327e-01  -2.83270030e-02
   -3.06982782e-01   2.92080137e-03   7.03083546e-02  -2.60816238e-02
   -1.59553987e-02   3.21657629e-02]
 [ -3.25219927e-02  -1.52722392e-01  -7.57039661e-02  -1.28286931e-01
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   -1.83293950e-01  -3.82187918e-01]
 [ -1.57297013e-02  -4.57963419e-01  -3.06650322e-02  -7.07450420e-02
    6.48023264e-01   9.95398536e-02   5.78895030e-01   9.15478729e-02
    3.15706544e-02  -3.86747794e-01]
 [  1.20915975e-02  -5.18124302e-01  -4.36541951e-02  -1.04988051e-01
    6.70532317e-01   2.22241319e-02   5.48499497e-01   4.86484665e-02
   -3.63278438e-01  -2.18597463e-01]
 [ -1.75245710e-01  -6.53896377e-01  -1.08784355e-02  -2.05480630e-01
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   -6.95193005e-02   8.56970445e-02]
 [ -3.04506472e-01  -4.82657053e-01   5.32401392e-02  -5.40424524e-02
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   -9.37267643e-02  -1.41182557e-01]
 [ -2.13240975e-01  -3.59957555e-01   2.49596444e-01  -2.48280123e-01
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   -2.61940306e-01  -3.14900188e-02]
 [ -1.40591826e-01  -2.59607013e-01  -1.84491681e-01  -1.12824665e-01
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   -1.81489931e-02  -1.28487774e-01]
 [  1.02212940e-01   2.65787776e-01   1.60011977e-01  -1.04671433e-01
   -9.41855058e-02   5.41638980e-02  -1.60404299e-01   2.81307808e-01
    6.45446036e-02   1.70756983e-01]
 [  3.51308120e-01   3.47491367e-01  -8.14108445e-02   3.06436037e-01
   -8.80781530e-01  -2.85858571e-01  -4.87635151e-01   1.76793095e-01
    3.89368934e-01  -2.30574546e-02]
 [  5.08795718e-02   1.26411370e-01   2.54977895e-01   2.51096678e-01
   -5.91747777e-02  -1.97997640e-01  -1.82032761e-01  -1.32806670e-01
   -1.35514501e-01  -2.85365609e-01]
 [  1.71680559e-02  -9.65202697e-02  -1.22230812e-01  -6.42655805e-02
    2.31485643e-01   4.20117462e-02   5.25720210e-03  -1.85928941e-01
    2.47353114e-02   1.97443208e-01]
 [  2.08457634e-03  -4.73715562e-02  -6.75083176e-02  -5.24055423e-02
   -2.78823285e-02  -1.78941702e-01   7.37223903e-02   9.73347211e-03
    3.51518399e-02   2.28835606e-03]
 [  3.09719456e-02   9.83756022e-02   2.44077629e-01   7.48165290e-02
   -2.30758922e-01  -1.37372751e-01   8.52037639e-02   3.93991527e-02
   -1.85419521e-01   1.07080451e-01]
 [  7.95958768e-02   7.02743795e-02   1.09364381e-01   1.44875619e-02
   -2.57763543e-01   6.45982230e-02   2.21484975e-02  -2.70738798e-01
   -1.19490882e-02  -8.05904155e-02]
 [ -6.42116755e-03   1.21607952e-01   8.53881116e-02  -2.86491677e-02
   -7.12196476e-02   1.78257373e-01   6.89295881e-02   1.18235444e-01
   -1.92168639e-02   1.74523938e-01]
 [  2.22295574e-01   8.82440042e-02   2.82275616e-02   7.71129821e-02
    1.66577673e-02  -2.40158107e-02  -2.01323473e-01   1.48009581e-01
   -5.71033248e-02  -2.34562314e-02]
 [  4.90787954e-02   4.01554459e-02   1.91666055e-02   4.86610405e-02
   -4.59323604e-01  -1.25590348e-01  -2.37539377e-01   4.15041234e-02
    1.23663601e-01   1.98524550e-01]
 [  6.02883189e-02   4.97901695e-01   1.28357299e-01   4.41000993e-01
   -1.29351757e+00  -3.03737306e-01  -5.67042070e-01  -7.08690844e-02
    3.03134266e-01   3.46055950e-01]
 [  1.80690089e-01   5.00971279e-01   6.86825806e-02   4.36442505e-01
   -1.06761121e+00  -8.34817220e-02  -4.37773424e-01   1.51393116e-01
    2.18596494e-01   4.82450371e-01]
 [  2.45975111e-01   3.26937552e-01   2.45734916e-01   1.47343608e-01
   -5.13014798e-01   8.12867284e-02  -2.23933026e-01   1.61972903e-01
    2.39511510e-01   7.75807563e-02]
 [ -7.17038157e-02   2.46071024e-01   2.41751254e-01   1.90350120e-02
   -7.87675750e-02   1.29937585e-01  -1.20785728e-01  -1.50415517e-02
   -3.04777215e-02   5.31464439e-02]
 [ -1.02415837e-01   7.27338216e-03   2.30122369e-02   8.82951576e-02
   -6.15683556e-02   1.17251115e-01   2.35928713e-01   1.94771020e-02
   -2.78058219e-01  -9.70225100e-02]
 [ -2.25080244e-01  -4.67383965e-02  -9.53790204e-02  -3.49271000e-01
    1.94676946e-01   1.20535684e-01   1.17073695e-01   1.02838921e-01
   -2.10699793e-01   2.85803425e-02]
 [  6.70469562e-03  -4.27579644e-01  -1.29097243e-01  -1.66151447e-01
    3.80799496e-01   2.65702732e-02   2.05186684e-01   1.51922562e-01
   -1.68897662e-01  -2.26491472e-01]
 [  8.92598691e-02  -2.63651277e-01  -1.66221084e-01  -5.05669170e-02
   -1.24389255e-01  -3.61419834e-02   1.45276055e-01  -1.58561330e-01
    9.53439127e-02  -1.90299609e-01]
 [ -1.07901721e-01   2.64148037e-02   2.68874045e-01   1.19045854e-02
    1.43551626e-01   7.38840374e-02   5.78189331e-02  -2.95933632e-01
   -9.88666899e-02  -4.39857077e-02]
 [ -3.39073175e-01  -2.57882439e-03   1.82424006e-02  -1.34484619e-02
    1.44198457e-01  -1.79467838e-01   1.90633290e-02   2.34675348e-01
   -7.44218097e-02   8.33723823e-02]
 [  1.53980388e-01  -1.32494019e-02  -2.29091903e-01  -6.23869639e-02
    9.21333193e-02  -3.04772999e-01   8.03602222e-02  -1.65604286e-01
    1.27702935e-02  -1.71481692e-01]
 [  2.21717039e-01  -2.13674643e-01   6.85010885e-02  -8.20224843e-03
    7.99947134e-02  -4.24973759e-02   4.61300731e-02  -1.35524193e-01
    1.23234675e-01  -1.61521042e-01]
 [ -1.02443009e-01  -8.78821404e-02   1.22389194e-01   1.11505540e-01
    2.71706144e-02  -1.15871879e-01   2.50159504e-01  -7.83591454e-02
    1.82961602e-01   9.71851089e-04]
 [ -4.67958908e-02  -2.27996338e-01   1.79679677e-01  -3.20927966e-01
   -2.39938428e-01   1.36584937e-01   1.33355206e-01  -1.24576373e-01
   -2.02155961e-02   1.74447365e-01]]
[[ 0.62216555]
 [ 1.75665644]
 [ 0.22310796]
 [ 0.88099004]
 [-2.79121943]
 [-0.27581743]
 [-1.78904023]
 [ 0.06220462]
 [ 0.69027051]
 [ 0.87789089]]
Progress: 51.0% ... Training loss: 0.261 ... Validation loss: 0.452[[  1.77174328e-01   3.06772892e-01  -9.88187781e-02   1.22249713e-01
   -4.65035012e-01  -7.50475930e-02  -1.20727361e-01   1.21036286e-01
   -3.94673994e-02   2.25714184e-01]
 [  1.13371206e-02   1.30082320e-01  -1.99210668e-02   4.52853898e-02
    8.44742241e-02  -6.21731139e-03   3.32658211e-01   4.07825092e-02
    1.41714550e-01  -2.87582780e-02]
 [  2.10395593e-01   7.72986894e-01   1.42612285e-02  -4.61142950e-02
    8.11388563e-01  -2.49691785e-02  -9.74592523e-01  -4.07303247e-02
    6.50528157e-02   3.01907575e-01]
 [  6.90636077e-02  -4.16236240e-01  -1.85211399e-01   2.38783206e-01
   -4.05631951e-02   1.18702732e-01   2.38641780e-01   6.68464793e-02
    1.55958912e-01   3.30638604e-01]
 [ -3.44772762e-02   3.59530648e-02  -1.49872684e-01   3.83551446e-02
   -7.92228104e-02  -1.78579932e-01   1.35885929e-01  -1.16928358e-01
   -1.95741903e-01  -5.84057160e-02]
 [ -4.11260738e-01  -6.88552468e-01  -3.08022043e-01   1.27725744e-01
   -1.96417556e-01   4.81590322e-02   4.02968838e-01  -4.18970954e-02
   -5.03865021e-02  -5.70009290e-02]
 [  4.67709499e-03  -2.50219098e-01   1.31725742e-02   1.04421425e-01
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 [  9.06556191e-02  -2.59872175e-01  -1.65713587e-01  -4.85590145e-02
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   -9.92479332e-02  -4.45003681e-02]
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   -7.49494881e-02   8.27706174e-02]
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 [ -1.01685459e-01  -8.63351494e-02   1.22657376e-01   1.12556970e-01
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    1.83761937e-01   1.98654207e-03]
 [ -4.75746605e-02  -2.29584536e-01   1.79404874e-01  -3.22010432e-01
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   -2.09927088e-02   1.73491973e-01]]
[[ 0.63182021]
 [ 1.76422491]
 [ 0.22997776]
 [ 0.8881897 ]
 [-2.78443201]
 [-0.27034501]
 [-1.78367629]
 [ 0.06910389]
 [ 0.69947145]
 [ 0.88558833]]
Progress: 51.1% ... Training loss: 0.262 ... Validation loss: 0.453[[  1.75507593e-01   3.02954343e-01  -9.94954382e-02   1.19621935e-01
   -4.57191733e-01  -7.42153591e-02  -1.16735739e-01   1.20828281e-01
   -4.13785276e-02   2.23350538e-01]
 [  1.15310580e-02   1.30444284e-01  -1.98586549e-02   4.55688938e-02
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    1.41910481e-01  -2.84981719e-02]
 [  2.06734388e-01   7.65731931e-01   1.28256253e-02  -5.15951315e-02
    8.24802147e-01  -2.32827492e-02  -9.67044725e-01  -4.11687990e-02
    6.08017144e-02   2.96473201e-01]
 [  6.65459982e-02  -4.23851951e-01  -1.86035823e-01   2.35418809e-01
   -3.07064119e-02   1.19816904e-01   2.46982767e-01   6.65811394e-02
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 [ -3.35453008e-02   3.79494598e-02  -1.49527658e-01   3.99725883e-02
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   -1.94578947e-01  -5.71804010e-02]
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   -4.92561896e-02  -5.56130877e-02]
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   -2.50594400e-02  -4.52679301e-02   9.25479002e-02   1.16083196e-01
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   -1.63640950e-01  -2.05074958e-01]
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 [ -2.89669587e-01  -3.52906945e-01   9.23458552e-02   2.06501740e-01
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   -7.05517676e-02   8.27146141e-02  -1.75499765e-02  -2.04869029e-02
   -9.13442500e-02  -7.23033086e-03]
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 [  6.50756669e-02  -3.92137136e-03   8.94701545e-02   9.33053427e-02
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   -2.17983925e-02  -5.13830644e-02]
 [  8.22997939e-03  -1.48449671e-01  -2.94028237e-01  -5.78716528e-02
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 [  5.76811882e-02  -3.54965261e-02  -1.12276927e-01   6.12099545e-02
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   -1.27253031e-01  -3.31426907e-01   1.26147387e-01   8.55977600e-03
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   -3.09343706e-01   2.51126511e-03   6.84809720e-02  -2.59835415e-02
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   -1.33013353e-02  -8.22852974e-02]
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 [  8.82556844e-02  -2.65758364e-01  -1.66624399e-01  -5.20049717e-02
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 [ -3.39485179e-01  -3.68808542e-03   1.80992106e-02  -1.39488754e-02
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   -7.48451117e-02   8.29038301e-02]
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 [ -1.00886956e-01  -8.47129800e-02   1.22945000e-01   1.13611589e-01
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    1.84516523e-01   3.13881562e-03]
 [ -4.61793870e-02  -2.26050079e-01   1.79897403e-01  -3.20126775e-01
   -2.44309935e-01   1.36368915e-01   1.31187997e-01  -1.24517791e-01
   -1.94723632e-02   1.75474433e-01]]
[[ 0.62714421]
 [ 1.76100639]
 [ 0.23029606]
 [ 0.88712668]
 [-2.79060801]
 [-0.27233119]
 [-1.78078511]
 [ 0.06722519]
 [ 0.69768859]
 [ 0.88254016]]
Progress: 51.1% ... Training loss: 0.261 ... Validation loss: 0.451[[  1.74229491e-01   3.00558453e-01  -1.00003689e-01   1.17680046e-01
   -4.53176520e-01  -7.35919806e-02  -1.13689798e-01   1.20673269e-01
   -4.28276716e-02   2.21412031e-01]
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    1.42407580e-01  -2.78695005e-02]
 [  2.10312045e-01   7.72475638e-01   1.41437277e-02  -4.66724799e-02
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    6.49070634e-02   3.01637457e-01]
 [  6.71079366e-02  -4.22333089e-01  -1.85781545e-01   2.36319911e-01
   -3.23755458e-02   1.19593384e-01   2.44458529e-01   6.66425526e-02
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 [ -3.19597562e-02   4.07764983e-02  -1.48858311e-01   4.23678341e-02
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   -5.08405570e-02  -5.75473240e-02]
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   -1.62935093e-01  -2.04110580e-01]
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   -2.19756492e-02  -5.17396858e-02]
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   -1.82788293e-01  -3.81574490e-01]
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   -9.32200493e-02  -1.40601360e-01]
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 [  3.52148017e-01   3.50029283e-01  -8.11458125e-02   3.07626452e-01
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 [  5.12248985e-02   1.26531491e-01   2.55111516e-01   2.51508345e-01
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   -1.84655250e-01   1.08072821e-01]
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   -5.81943258e-02  -2.48764064e-02]
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   -5.17523507e-01   8.09898934e-02  -2.25660998e-01   1.62054491e-01
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 [ -3.39026863e-01  -2.72720090e-03   1.82678256e-02  -1.33227844e-02
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 [  1.55805694e-01  -1.14550376e-02  -2.28499839e-01  -6.00679621e-02
    8.91414113e-02  -3.05500412e-01   7.74163273e-02  -1.65409273e-01
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 [  2.22125801e-01  -2.12597643e-01   6.87017626e-02  -7.37447720e-03
    7.83531302e-02  -4.27298695e-02   4.57058431e-02  -1.35476799e-01
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 [ -1.01025043e-01  -8.51941079e-02   1.22875018e-01   1.13378623e-01
    2.19747945e-02  -1.16417902e-01   2.46827281e-01  -7.82118363e-02
    1.84243670e-01   2.94978676e-03]
 [ -4.58588124e-02  -2.24265479e-01   1.79997406e-01  -3.19835189e-01
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[[ 0.62607264]
 [ 1.76349348]
 [ 0.22859194]
 [ 0.88197552]
 [-2.78223253]
 [-0.27434311]
 [-1.78624304]
 [ 0.06612465]
 [ 0.69458324]
 [ 0.88022565]]
Progress: 51.2% ... Training loss: 0.260 ... Validation loss: 0.448[[ 0.17311128  0.2975114  -0.10035803  0.11623107 -0.44716488 -0.07317401
  -0.10944531  0.12056818 -0.04389831  0.22012653]
 [ 0.01187545  0.13129289 -0.01971326  0.04616252  0.08203056 -0.00647654
   0.33159639  0.0408477   0.14236871 -0.02790283]
 [ 0.20748479  0.76598321  0.0131642  -0.05048647  0.82460403 -0.02359746
  -0.9674646  -0.04106132  0.06189241  0.29769129]
 [ 0.06703169 -0.42235631 -0.18579911  0.23627838 -0.03293669  0.1196149
   0.24456769  0.06662442  0.15392927  0.32844981]
 [-0.03322629  0.03850337 -0.14931015  0.04060596 -0.08570256 -0.1792748
   0.13279268 -0.1167607  -0.1942127  -0.05681971]
 [-0.41074709 -0.68872797 -0.30785352  0.12860016 -0.20076292  0.04785265
   0.40339493 -0.04182293 -0.04972424 -0.05622251]
 [ 0.0017433  -0.25815902  0.0120298   0.09993138 -0.05742579 -0.07442932
   0.17208485 -0.19110236  0.20675548  0.05390138]
 [ 0.10527119 -0.30678874  0.02938982 -0.0815601  -0.03568695 -0.04627756
   0.08759826  0.11634054  0.07533895 -0.02597594]
 [-0.17444007 -0.19107611 -0.30110472 -0.01530312 -0.10010529  0.06636689
  -0.08701231 -0.02948229  0.27316736 -0.12830002]
 [ 0.01744949 -0.46455904  0.06861814 -0.0464567  -0.27971238 -0.10131508
   0.23238379 -0.11364888 -0.02004922  0.04654238]
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   0.26925862  0.001539    0.01704411 -0.0095299 ]
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  -0.01276485 -0.02064956 -0.09303866 -0.0093282 ]
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  -0.00354803 -0.24988374  0.08241657 -0.18132493]
 [-0.06011644 -0.05803656  0.27882458  0.11213321  0.08534418 -0.06507215
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 [ 0.06308107 -0.00964334  0.08869887  0.09027343  0.00646686 -0.01723244
   0.18710457  0.12008714 -0.02407702 -0.05425847]
 [ 0.0101005  -0.14389914 -0.29328891 -0.05498265  0.07773611 -0.09234697
   0.11138018  0.16233868  0.10617749 -0.0340852 ]
 [ 0.05809821 -0.03486779 -0.11210529  0.06183047 -0.17523131  0.31594278
   0.26336079  0.20526879 -0.14636882 -0.04455584]
 [ 0.00495487 -0.01511902  0.12377699  0.11216413  0.00790172  0.10471104
  -0.08985867 -0.04151276  0.22147106  0.09135298]
 [ 0.11282036  0.07685891 -0.04334527 -0.0944045  -0.1262884  -0.33130784
   0.12651412  0.00853742  0.14696599  0.09291577]
 [-0.10340088 -0.06979442 -0.01574102  0.02382594 -0.05684563 -0.20535175
  -0.04646602 -0.02021923  0.02008344  0.12786126]
 [-0.16538479 -0.13575087 -0.20527918 -0.02761861 -0.30932382  0.00269122
   0.06932178 -0.02603018 -0.01542438  0.03286502]
 [-0.03256235 -0.15430639 -0.07569253 -0.12826996  0.53522988  0.27614183
   0.6190465   0.11286589 -0.18335447 -0.38228256]
 [-0.01618677 -0.4594607  -0.03083455 -0.07146195  0.65016346  0.09975967
   0.58040239  0.09149623  0.03107487 -0.38742361]
 [ 0.01102312 -0.52137169 -0.04406534 -0.10659863  0.67515484  0.02271465
   0.55183459  0.04852725 -0.36453287 -0.22011044]
 [-0.17521556 -0.65439655 -0.01086407 -0.20537679  0.77906843 -0.09086375
   0.67310985 -0.08341186 -0.06935451  0.08586626]
 [-0.3045008  -0.48305985  0.05327496 -0.05390557  0.92995598  0.14359241
   0.49181384  0.04691663 -0.09358537 -0.1410549 ]
 [-0.21288194 -0.35948463  0.24975397 -0.2477259   0.68119283 -0.04345179
   0.73907379  0.01237593 -0.26146839 -0.03086775]
 [-0.14079133 -0.26011264 -0.1845564  -0.11306696  0.51795545 -0.22664075
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 [ 0.1007022   0.26354508  0.1594698  -0.10679585 -0.08992913  0.0548534
  -0.15799656  0.28114201  0.06291884  0.1689001 ]
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  -0.49029988  0.17689795  0.39027288 -0.02162981]
 [ 0.05113727  0.12610956  0.2550995   0.25139995 -0.05899086 -0.19812133
  -0.18231282 -0.13277474 -0.13519071 -0.28499813]
 [ 0.01782228 -0.09499866 -0.1219975  -0.06338119  0.22899521  0.04172099
   0.00368319 -0.18586049  0.02543859  0.19833513]
 [ 0.00443896 -0.04232594 -0.06668625 -0.04905099 -0.03560012 -0.1799923
   0.06829809  0.00997453  0.03777165  0.0055256 ]
 [ 0.03157495  0.09975462  0.24427445  0.07556764 -0.23272781 -0.1376122
   0.08419178  0.03946169 -0.18476157  0.10795285]
 [ 0.07756503  0.0653582   0.108599    0.01145052 -0.24860966  0.06548927
   0.02713409 -0.27094821 -0.01428019 -0.08356417]
 [-0.00670604  0.12146683  0.08528675 -0.02911059 -0.06988904  0.17839267
   0.06920249  0.11819914 -0.01955573  0.17415453]
 [ 0.22175704  0.08633015  0.02802292  0.07628684  0.01969917 -0.02380344
  -0.20002988  0.14795261 -0.05769249 -0.02429035]
 [ 0.04957362  0.04144233  0.01928864  0.0491214  -0.46142322 -0.12573386
  -0.23812988  0.04153511  0.12400839  0.19905305]
 [ 0.05938567  0.49540038  0.12801553  0.43986355 -1.29292076 -0.30327459
  -0.56400071 -0.07096398  0.3021914   0.34508919]
 [ 0.1807037   0.50077009  0.06873227  0.43666413 -1.07119814 -0.0835497
  -0.43707259  0.1514049   0.21883215  0.48243012]
 [ 0.24678502  0.3290733   0.24605634  0.14860574 -0.51774173  0.08092539
  -0.226085    0.16207014  0.24051421  0.07881568]
 [-0.07193093  0.24568751  0.24168737  0.0187873  -0.0784294   0.13002925
  -0.12064532 -0.01506495 -0.03073953  0.05276352]
 [-0.10249247  0.0073696   0.02299879  0.08822864 -0.06182251  0.11727579
   0.23566651  0.01947547 -0.27805785 -0.09695476]
 [-0.22491545 -0.04611039 -0.0953262  -0.34905359  0.1938986   0.12046381
   0.11640638  0.10286095 -0.21051181  0.02882185]
 [ 0.00703261 -0.42749715 -0.12899486 -0.16575674  0.37934389  0.02643611
   0.20462869  0.15195148 -0.1685816  -0.22607671]
 [ 0.08605714 -0.27110107 -0.16751537 -0.05520415 -0.11851099 -0.03460736
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 [-0.10781885  0.02461714  0.2690135   0.01229062  0.14532375  0.07372103
   0.06025119 -0.29587707 -0.09850626 -0.04376782]
 [-0.338424   -0.00195579  0.01852663 -0.01234492  0.14098774 -0.17986963
   0.01800813  0.23475887 -0.0735991   0.08441781]
 [ 0.15512247 -0.01302445 -0.22875517 -0.06108945  0.0926588  -0.30519042
   0.079014   -0.16548099  0.01400078 -0.16984329]
 [ 0.22233107 -0.21176352  0.0688472  -0.00686206  0.07685508 -0.04288769
   0.04532859 -0.13543792  0.12429196 -0.16021074]
 [-0.10129215 -0.08586246  0.12277504  0.11299558  0.02287368 -0.11629916
   0.24741921 -0.0782402   0.18396053  0.00259075]
 [-0.04756376 -0.22821309  0.17937081 -0.32228924 -0.24163436  0.13703869
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[[ 0.61965305]
 [ 1.75653227]
 [ 0.22179909]
 [ 0.87797084]
 [-2.79054789]
 [-0.27885729]
 [-1.78959232]
 [ 0.06335441]
 [ 0.68952537]
 [ 0.87357934]]
Progress: 51.2% ... Training loss: 0.261 ... Validation loss: 0.450[[ 0.17303742  0.29702736 -0.10039616  0.11614397 -0.44565667 -0.07309566
  -0.10890695  0.12055276 -0.04397064  0.22018919]
 [ 0.01189462  0.13128191 -0.01970476  0.04617591  0.08200571 -0.00648228
   0.33151408  0.04084858  0.14238052 -0.02790755]
 [ 0.20731916  0.7658984   0.01298623 -0.05115864  0.82416834 -0.02337549
  -0.96719771 -0.04110484  0.06170928  0.29736994]
 [ 0.06459557 -0.42825445 -0.18663415  0.23306611 -0.02600939  0.12057346
   0.25092792  0.06639085  0.15174007  0.3252249 ]
 [-0.0315439   0.04365852 -0.14866083  0.04305674 -0.09093612 -0.18010495
   0.12787033 -0.11657963 -0.19274372 -0.05414585]
 [-0.40979109 -0.68697558 -0.30746662  0.1301132  -0.20407211  0.04738281
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 [ 0.00277258 -0.2558968   0.01239206  0.10135811 -0.06147237 -0.07479279
   0.16959089 -0.19100361  0.20789892  0.05529057]
 [ 0.10511952 -0.30730454  0.02930731 -0.08185606 -0.03506932 -0.04624149
   0.08804093  0.11631959  0.07513375 -0.02616024]
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  -0.08438933 -0.02959241  0.27228614 -0.12974575]
 [ 0.01926659 -0.46053087  0.06922277 -0.0440331  -0.28542159 -0.10203975
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 [-0.12288117 -0.24048966 -0.06909569  0.01956256  0.28299348  0.09885065
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 [ 0.09196012 -0.21504165 -0.0261067   0.10482239 -0.0580573  -0.08524579
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  -0.00369119 -0.24987833  0.08252343 -0.1811599 ]
 [-0.05854751 -0.0543829   0.27938298  0.11444053  0.07842168 -0.06574887
  -0.11971385  0.12145654  0.08730798  0.05519855]
 [ 0.06282339 -0.01018797  0.08857514  0.08976002  0.00709451 -0.01706897
   0.18738733  0.1200478  -0.02447024 -0.05479159]
 [ 0.01066624 -0.14264489 -0.29309613 -0.05423974  0.07564334 -0.09260657
   0.1097703   0.16239481  0.1067828  -0.03330158]
 [ 0.05802279 -0.03490882 -0.11213322  0.0617729  -0.175278    0.31596702
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 [ 0.00370035 -0.01873432  0.12333267  0.11037303  0.01329329  0.10525595
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 [ 0.11241347  0.07619746 -0.04349696 -0.09498803 -0.12474715 -0.33111467
   0.12733949  0.00849575  0.14654579  0.0923436 ]
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 [-0.03280198 -0.15508054 -0.07577936 -0.12860956  0.5362163   0.2762475
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 [ 0.01798389 -0.09489148 -0.12194496 -0.06315462  0.2284332   0.04164787
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   0.08456993  0.03944422 -0.18494434  0.10771869]
 [ 0.07761824  0.06548059  0.10862026  0.01152797 -0.2488796   0.06546172
   0.02691828 -0.27094283 -0.01421458 -0.08347141]
 [-0.00696464  0.12097622  0.08518118 -0.02952687 -0.06922255  0.17852737
   0.06961681  0.118169   -0.01989323  0.17372784]
 [ 0.22193065  0.08690853  0.02807565  0.07650651  0.01931964 -0.02386534
  -0.20064616  0.14796757 -0.05754076 -0.02413504]
 [ 0.04983403  0.04233052  0.01939527  0.04952825 -0.46287985 -0.1258658
  -0.2390618   0.04156604  0.12430992  0.19944024]
 [ 0.06105159  0.49907791  0.12859459  0.44224154 -1.29848408 -0.30392739
  -0.56751328 -0.07080459  0.30408311  0.347485  ]
 [ 0.18045439  0.5004839   0.06863517  0.43631652 -1.07055057 -0.08343565
  -0.43673752  0.15137567  0.21850737  0.48203872]
 [ 0.24654316  0.32876258  0.24597049  0.14826728 -0.51748253  0.08103501
  -0.2257731   0.16204529  0.24023868  0.07849595]
 [-0.07186603  0.24571314  0.24171311  0.0188711  -0.07878267  0.12999632
  -0.12067628 -0.0150581  -0.03065858  0.0528585 ]
 [-0.10273881  0.00671386  0.02290902  0.08787079 -0.06092715  0.11739393
   0.23630598  0.01945137 -0.27834195 -0.09727541]
 [-0.22484136 -0.04594551 -0.0952997  -0.34896527  0.19354103  0.12042984
   0.11615342  0.10286815 -0.2104402   0.02892158]
 [ 0.00712654 -0.42733392 -0.12895984 -0.165617    0.37894607  0.02639162
   0.20437998  0.15196148 -0.16847525 -0.22595403]
 [ 0.08608869 -0.2712221  -0.16750608 -0.05503434 -0.11996254 -0.03461198
   0.15285674 -0.15896631  0.09191891 -0.19496093]
 [-0.1072239   0.02550554  0.26923299  0.01316475  0.14341228  0.07344091
   0.05937872 -0.29581269 -0.09779024 -0.04297663]
 [-0.33844663 -0.00226223  0.01854628 -0.01231507  0.14143174 -0.17989321
   0.01822472  0.23476152 -0.07360977  0.08449967]
 [ 0.15513759 -0.0129863  -0.22874221 -0.06102032  0.09237184 -0.30521117
   0.07892054 -0.16547617  0.01405877 -0.16975812]
 [ 0.22221573 -0.21281328  0.06877586 -0.00717189  0.07785735 -0.04278443
   0.04631304 -0.13546065  0.12407221 -0.16063385]
 [-0.10122721 -0.0857296   0.12279384  0.11303137  0.02373803 -0.11628059
   0.24716222 -0.07824102  0.18404006  0.00272309]
 [-0.04733056 -0.22717739  0.17944614 -0.32199019 -0.24274443  0.13693239
   0.13240487 -0.12465172 -0.02078222  0.17393606]]
[[ 0.62069279]
 [ 1.75894417]
 [ 0.22598257]
 [ 0.88145572]
 [-2.79130562]
 [-0.27845968]
 [-1.78721491]
 [ 0.06401286]
 [ 0.69090808]
 [ 0.87593626]]
Progress: 51.3% ... Training loss: 0.260 ... Validation loss: 0.448[[  1.73934070e-01   2.98741298e-01  -9.99879334e-02   1.17559870e-01
   -4.47692210e-01  -7.35174827e-02  -1.10332258e-01   1.20670497e-01
   -4.29070976e-02   2.21830856e-01]
 [  1.21694521e-02   1.32098542e-01  -1.96041904e-02   4.65660121e-02
    8.10032331e-02  -6.60624149e-03   3.30850520e-01   4.08770885e-02
    1.42674448e-01  -2.75172766e-02]
 [  2.07667566e-01   7.66906477e-01   1.31827833e-02  -5.02518587e-02
    8.21796542e-01  -2.36117983e-02  -9.67596012e-01  -4.10343571e-02
    6.23899600e-02   2.98051613e-01]
 [  6.83614616e-02  -4.20178086e-01  -1.85363436e-01   2.38259449e-01
   -3.92552912e-02   1.18920510e-01   2.41495512e-01   6.67500524e-02
    1.55718050e-01   3.30286861e-01]
 [ -3.33944663e-02   3.84648962e-02  -1.49269721e-01   4.08179596e-02
   -8.44682539e-02  -1.79407059e-01   1.32810459e-01  -1.16723765e-01
   -1.94473987e-01  -5.63808183e-02]
 [ -4.08696573e-01  -6.84749868e-01  -3.07049653e-01   1.31644958e-01
   -2.07439200e-01   4.68862198e-02   3.98732615e-01  -4.16020771e-02
   -4.73644432e-02  -5.32353069e-02]
 [  1.60913984e-03  -2.59556732e-01   1.19699233e-02   9.97002195e-02
   -5.84819810e-02  -7.43176407e-02   1.72426305e-01  -1.91103770e-01
    2.06562327e-01   5.36316964e-02]
 [  1.06266917e-01  -3.04493952e-01   2.97761457e-02  -7.99943572e-02
   -4.00049144e-02  -4.67600415e-02   8.56331244e-02   1.16459959e-01
    7.65099091e-02  -2.42336744e-02]
 [ -1.75528950e-01  -1.94644906e-01  -3.01509306e-01  -1.68026196e-02
   -9.53510134e-02   6.68508546e-02  -8.39115962e-02  -2.95926477e-02
    2.72181736e-01  -1.29749799e-01]
 [  1.86212961e-02  -4.63273362e-01   6.90779229e-02  -4.47352195e-02
   -2.83024510e-01  -1.01812660e-01   2.30147972e-01  -1.13501172e-01
   -1.87665964e-02   4.85831687e-02]
 [ -7.64268350e-02  -1.41820093e-01   6.77667192e-03  -1.20883860e-01
   -1.36626301e-01   7.56594832e-03   2.37512358e-01  -1.01990185e-01
    6.07253538e-03  -1.02325631e-01]
 [ -1.22112850e-01  -2.39157789e-01  -6.88122177e-02   2.07700029e-02
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   -1.62483167e-01  -2.03513524e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
    8.34873761e-02   1.69805256e-01]
 [ -2.89145289e-01  -3.50409946e-01   9.25858437e-02   2.07482717e-01
   -1.65350403e-01  -6.17124488e-02   1.10885773e-01  -2.61958627e-01
   -2.82934089e-01  -1.00131118e-01]
 [  9.21339374e-02  -2.14969783e-01  -2.60476817e-02   1.05007374e-01
   -5.87818492e-02  -8.53182849e-02   2.69913532e-01   1.51467724e-03
    1.67824606e-02  -9.87406160e-03]
 [  3.20591698e-02  -1.34504195e-01  -2.12429080e-01   1.41887763e-01
   -6.58585606e-02   8.32592753e-02  -1.27915187e-02  -2.06251577e-02
   -9.28259195e-02  -9.04332419e-03]
 [ -1.13551683e-01  -8.21631702e-02  -1.99056075e-01   1.68636298e-01
   -1.49445144e-02   1.30483552e-01  -6.02779579e-04  -2.50003568e-01
    8.10336427e-02  -1.82997573e-01]
 [ -5.79839035e-02  -5.34755458e-02   2.79585101e-01   1.15197866e-01
    7.61571096e-02  -6.60062483e-02  -1.20975913e-01   1.21513496e-01
    8.78865095e-02   5.59407555e-02]
 [  6.25716636e-02  -1.08369357e-02   8.84847256e-02   8.93606378e-02
    8.04846744e-03  -1.69690848e-02   1.87941672e-01   1.20024165e-01
   -2.47671822e-02  -5.51955367e-02]
 [  1.16010699e-02  -1.40545449e-01  -2.92720560e-01  -5.27549773e-02
    7.15703145e-02  -9.30165251e-02   1.07678167e-01   1.62503475e-01
    1.07946443e-01  -3.18509043e-02]
 [  5.75702662e-02  -3.63776158e-02  -1.12304538e-01   6.11029925e-02
   -1.73525554e-01   3.16179619e-01   2.65140235e-01   2.05220746e-01
   -1.46934753e-01  -4.51560107e-02]
 [  4.70834166e-03  -1.56883202e-02   1.23730051e-01   1.11926942e-01
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    2.21420119e-01   9.11779191e-02]
 [  1.12362598e-01   7.58665975e-02  -4.35207235e-02  -9.50412075e-02
   -1.24331513e-01  -3.31101151e-01   1.27679894e-01   8.49246499e-03
    1.46469446e-01   9.22816526e-02]
 [ -1.03884983e-01  -7.13444465e-02  -1.59138413e-02   2.31724124e-02
   -5.55099306e-02  -2.05141329e-01  -4.50048231e-02  -2.02691325e-02
    1.96030333e-02   1.27230221e-01]
 [ -1.64843972e-01  -1.35186217e-01  -2.05100547e-01  -2.68553167e-02
   -3.10961990e-01   2.44045154e-03   6.83223948e-02  -2.59728542e-02
   -1.48666153e-02   3.36600051e-02]
 [ -3.30199255e-02  -1.55670878e-01  -7.58574546e-02  -1.28913852e-01
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   -1.83858673e-01  -3.82876923e-01]
 [ -1.62132452e-02  -4.59526031e-01  -3.08486273e-02  -7.15433676e-02
    6.50335062e-01   9.97798725e-02   5.80457216e-01   9.14917398e-02
    3.10334948e-02  -3.87449675e-01]
 [  1.12274108e-02  -5.21474065e-01  -4.39983849e-02  -1.06315980e-01
    6.74329579e-01   2.26214244e-02   5.51802534e-01   4.85495070e-02
   -3.64294321e-01  -2.19832047e-01]
 [ -1.74949945e-01  -6.54123680e-01  -1.07737755e-02  -2.04978981e-01
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   -6.90492001e-02   8.62721098e-02]
 [ -3.04065259e-01  -4.82542813e-01   5.34417400e-02  -5.32714109e-02
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   -9.30801980e-02  -1.40411062e-01]
 [ -2.13132986e-01  -3.60418402e-01   2.49675143e-01  -2.48038308e-01
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   -2.61735842e-01  -3.11497772e-02]
 [ -1.41100200e-01  -2.60916985e-01  -1.84673967e-01  -1.13506662e-01
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   -1.87101993e-02  -1.29171574e-01]
 [  1.00168002e-01   2.62604178e-01   1.59247096e-01  -1.07654436e-01
   -8.86677921e-02   5.51218954e-02  -1.56922234e-01   2.81082417e-01
    6.22295324e-02   1.68164347e-01]
 [  3.52504653e-01   3.50821685e-01  -8.09387348e-02   3.08365982e-01
   -8.83774334e-01  -2.86389573e-01  -4.90880434e-01   1.76934742e-01
    3.90780259e-01  -2.11439520e-02]
 [  5.20632830e-02   1.27344443e-01   2.55458518e-01   2.52633230e-01
   -6.10182435e-02  -1.98558264e-01  -1.84002663e-01  -1.32676151e-01
   -1.34128404e-01  -2.83792221e-01]
 [  1.78401215e-02  -9.52198005e-02  -1.22000844e-01  -6.33831302e-02
    2.29071304e-01   4.17148117e-02   3.64090460e-03  -1.85860110e-01
    2.54363957e-02   1.98346343e-01]
 [  4.28588246e-03  -4.26710702e-02  -6.67332882e-02  -4.92074988e-02
   -3.49950122e-02  -1.79964082e-01   6.86767612e-02   9.96169653e-03
    3.76635678e-02   5.36383821e-03]
 [  3.12551482e-02   9.89318128e-02   2.44151191e-01   7.50749260e-02
   -2.31474265e-01  -1.37469810e-01   8.49834546e-02   3.94271867e-02
   -1.85131606e-01   1.07484315e-01]
 [  7.76306720e-02   6.55338060e-02   1.08632280e-01   1.15768618e-02
   -2.48915437e-01   6.54207621e-02   2.68633437e-02  -2.70933596e-01
   -1.42131630e-02  -8.34109547e-02]
 [ -6.47589661e-03   1.22133384e-01   8.53769495e-02  -2.87568891e-02
   -7.04537233e-02   1.78288060e-01   6.85905467e-02   1.18222364e-01
   -1.93882713e-02   1.74509815e-01]
 [  2.21809925e-01   8.67327091e-02   2.80322943e-02   7.63361575e-02
    1.96222829e-02  -2.38185864e-02  -2.00439244e-01   1.47955103e-01
   -5.76751157e-02  -2.43058682e-02]
 [  5.02842735e-02   4.34544514e-02   1.95541877e-02   5.01444907e-02
   -4.64710490e-01  -1.26060725e-01  -2.40156149e-01   4.16124252e-02
    1.24772409e-01   2.00050249e-01]
 [  6.08144755e-02   4.98279392e-01   1.28529067e-01   4.41937300e-01
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    3.03861714e-01   3.47207559e-01]
 [  1.80408559e-01   5.00077803e-01   6.86509494e-02   4.36387138e-01
   -1.07144672e+00  -8.34179184e-02  -4.36233078e-01   1.51384086e-01
    2.18597737e-01   4.82038258e-01]
 [  2.46738561e-01   3.29429022e-01   2.46047572e-01   1.48668917e-01
   -5.18733442e-01   8.09327958e-02  -2.26464537e-01   1.62070605e-01
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 [ -7.21585108e-02   2.45011621e-01   2.41607743e-01   1.84572158e-02
   -7.77830079e-02   1.30126598e-01  -1.19940980e-01  -1.50875565e-02
   -3.09845872e-02   5.24547649e-02]
 [ -1.02921489e-01   6.39945665e-03   2.28355586e-02   8.75977078e-02
   -6.04713374e-02   1.17476989e-01   2.36471331e-01   1.94318221e-02
   -2.78537191e-01  -9.75483927e-02]
 [ -2.24769018e-01  -4.59788456e-02  -9.52824301e-02  -3.48863114e-01
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   -2.10351060e-01   2.90218437e-02]
 [  7.15467701e-03  -4.27225389e-01  -1.28948337e-01  -1.65581573e-01
    3.78813385e-01   2.63807262e-02   2.04206651e-01   1.51965019e-01
   -1.68438401e-01  -2.25894551e-01]
 [  8.53016706e-02  -2.73065773e-01  -1.67780455e-01  -5.60877323e-02
   -1.17764275e-01  -3.42698064e-02   1.54854923e-01  -1.59044169e-01
    9.10964266e-02  -1.95994194e-01]
 [ -1.06419098e-01   2.76258072e-02   2.69528022e-01   1.43228077e-02
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   -9.68922887e-02  -4.18678194e-02]
 [ -3.38083401e-01  -1.35158022e-03   1.86938091e-02  -1.17007966e-02
    1.39700000e-01  -1.80092313e-01   1.70310292e-02   2.34807217e-01
   -7.31342577e-02   8.50738066e-02]
 [  1.56298308e-01  -1.08458313e-02  -2.28273686e-01  -5.92104772e-02
    8.85827918e-02  -3.05739888e-01   7.66110837e-02  -1.65332103e-01
    1.55016153e-02  -1.67842394e-01]
 [  2.22149404e-01  -2.13522656e-01   6.87567198e-02  -7.29817677e-03
    7.80828975e-02  -4.27643350e-02   4.68618247e-02  -1.35463269e-01
    1.23989106e-01  -1.60706636e-01]
 [ -1.00728703e-01  -8.51221059e-02   1.22977386e-01   1.13746589e-01
    2.26312599e-02  -1.16508626e-01   2.46299104e-01  -7.81872774e-02
    1.84492154e-01   3.40201275e-03]
 [ -4.82830390e-02  -2.29714729e-01   1.79086583e-01  -3.23395961e-01
   -2.39901864e-01   1.37374762e-01   1.34915337e-01  -1.24750143e-01
   -2.19479289e-02   1.72711505e-01]]
[[ 0.62493391]
 [ 1.76064076]
 [ 0.22891481]
 [ 0.8879611 ]
 [-2.78619069]
 [-0.27470804]
 [-1.78217727]
 [ 0.06962617]
 [ 0.69658836]
 [ 0.88185989]]
Progress: 51.4% ... Training loss: 0.260 ... Validation loss: 0.451[[  1.74261841e-01   3.00401064e-01  -9.99029054e-02   1.17866986e-01
   -4.48105083e-01  -7.36199848e-02  -1.11953526e-01   1.20698695e-01
   -4.25748240e-02   2.22141004e-01]
 [  1.24680373e-02   1.32940372e-01  -1.94957673e-02   4.69893425e-02
    7.97472791e-02  -6.73581889e-03   3.30080731e-01   4.09104209e-02
    1.43006257e-01  -2.71058240e-02]
 [  2.05405627e-01   7.60382316e-01   1.23077239e-02  -5.37837576e-02
    8.32294215e-01  -2.25909383e-02  -9.62173689e-01  -4.12943509e-02
    5.99526107e-02   2.95019205e-01]
 [  6.69829005e-02  -4.24106963e-01  -1.85921352e-01   2.36266795e-01
   -3.20708734e-02   1.19610843e-01   2.45268989e-01   6.65934829e-02
    1.54228750e-01   3.28497662e-01]
 [ -3.29002688e-02   4.18160121e-02  -1.48911129e-01   4.22204243e-02
   -8.64987237e-02  -1.79847966e-01   1.30919219e-01  -1.16619494e-01
   -1.93679158e-01  -5.52716637e-02]
 [ -4.07917218e-01  -6.83009735e-01  -3.06784047e-01   1.32783066e-01
   -2.11045438e-01   4.65360616e-02   3.96873031e-01  -4.15170165e-02
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[[ 0.62067379]
 [ 1.75549827]
 [ 0.22549138]
 [ 0.8839997 ]
 [-2.79160738]
 [-0.27691725]
 [-1.78088229]
 [ 0.06558721]
 [ 0.6924582 ]
 [ 0.87665532]]
Progress: 51.4% ... Training loss: 0.261 ... Validation loss: 0.451[[  1.75280793e-01   3.03588862e-01  -9.95273269e-02   1.19479918e-01
   -4.52887263e-01  -7.39895670e-02  -1.15650269e-01   1.20811145e-01
   -4.13542127e-02   2.23967777e-01]
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 [  2.06620318e-01   7.62413111e-01   1.27936662e-02  -5.18026677e-02
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    6.15207978e-02   2.97019216e-01]
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   -2.74585743e-02   1.19865876e-01   2.49548124e-01   6.64971116e-02
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   -4.73503062e-02  -5.31834048e-02]
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   -1.62471682e-01  -2.03482894e-01]
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   -1.47396375e-02  -8.40254986e-02]
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   -1.99840230e-02   1.73776411e-01]
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   -5.64557695e-02  -2.27985453e-02]
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 [  8.63669974e-02  -2.70669980e-01  -1.67507858e-01  -5.47295819e-02
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   -9.65842570e-02  -4.15911260e-02]
 [ -3.39517866e-01  -4.87100768e-03   1.81791312e-02  -1.36887140e-02
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   -7.47155001e-02   8.32385212e-02]
 [  1.56235375e-01  -1.06643512e-02  -2.28276425e-01  -5.91695128e-02
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 [  2.22027190e-01  -2.14427834e-01   6.87238742e-02  -7.48831968e-03
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 [ -1.00817427e-01  -8.49343359e-02   1.22944960e-01   1.13646000e-01
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    1.84399381e-01   3.22563768e-03]
 [ -4.82038283e-02  -2.29894519e-01   1.79085583e-01  -3.23606945e-01
   -2.42046935e-01   1.37402683e-01   1.34707154e-01  -1.24755228e-01
   -2.19562612e-02   1.72917195e-01]]
[[ 0.62293782]
 [ 1.75908219]
 [ 0.22645364]
 [ 0.88480185]
 [-2.78991806]
 [-0.27751754]
 [-1.78230818]
 [ 0.06607153]
 [ 0.69352469]
 [ 0.87788474]]
Progress: 51.5% ... Training loss: 0.260 ... Validation loss: 0.450[[  1.73402231e-01   2.98465331e-01  -1.00287598e-01   1.16602485e-01
   -4.43926680e-01  -7.30402198e-02  -1.10469129e-01   1.20594526e-01
   -4.35081033e-02   2.21343487e-01]
 [  1.13282657e-02   1.29408203e-01  -1.99686825e-02   4.52355182e-02
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    1.41869346e-01  -2.87758925e-02]
 [  2.06230342e-01   7.62612346e-01   1.25912549e-02  -5.26518224e-02
    8.32516886e-01  -2.28712928e-02  -9.65204839e-01  -4.12231864e-02
    6.09054994e-02   2.96243361e-01]
 [  6.78260670e-02  -4.25610948e-01  -1.85674633e-01   2.37792651e-01
   -3.52958858e-02   1.19027714e-01   2.46892786e-01   6.66958993e-02
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 [ -3.02624529e-02   4.81334921e-02  -1.48042340e-01   4.56876864e-02
   -9.63108729e-02  -1.80838742e-01   1.23312918e-01  -1.16364507e-01
   -1.90639852e-01  -5.15552189e-02]
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   -4.68207599e-02  -5.26102550e-02]
 [  7.80375849e-04  -2.62529510e-01   1.16965290e-02   9.84320713e-02
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   -3.61097562e-02  -4.62399205e-02   8.70043690e-02   1.16338276e-01
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 [  1.93223723e-02  -4.60859605e-01   6.92432177e-02  -4.42089324e-02
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   -1.81116289e-02   4.95189295e-02]
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   -1.62475235e-01  -2.03461910e-01]
 [ -1.59587754e-01   1.42120583e-03   6.07686428e-02   1.81636975e-02
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    8.34873761e-02   1.69805256e-01]
 [ -2.89388396e-01  -3.50553440e-01   9.24668160e-02   2.07016465e-01
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   -2.83317075e-01  -1.00555853e-01]
 [  9.22693885e-02  -2.15001324e-01  -2.60089218e-02   1.05261757e-01
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 [  3.23009336e-02  -1.33050740e-01  -2.12363131e-01   1.42206556e-01
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   -9.26216918e-02  -8.84608620e-03]
 [ -1.13771369e-01  -8.32067421e-02  -1.99116449e-01   1.68357821e-01
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   -2.47259638e-02  -5.52691109e-02]
 [  1.17252546e-02  -1.39916446e-01  -2.92685886e-01  -5.24555298e-02
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 [  5.71842132e-02  -3.72261987e-02  -1.12480298e-01   6.04901589e-02
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   -1.47406127e-01  -4.57486297e-02]
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   -1.83666097e-01  -3.82658030e-01]
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 [  1.11243461e-02  -5.21671140e-01  -4.40502067e-02  -1.06521296e-01
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   -3.64395276e-01  -2.20014371e-01]
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   -6.87759122e-02   8.66319841e-02]
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   -9.32614862e-02  -1.40638016e-01]
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   -2.61515557e-01  -3.08109375e-02]
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   -1.87256528e-02  -1.29140505e-01]
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 [  3.51183297e-01   3.45896428e-01  -8.15322558e-02   3.06137553e-01
   -8.76186727e-01  -2.85664213e-01  -4.86635106e-01   1.76770550e-01
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 [  5.21090684e-02   1.27525827e-01   2.55503466e-01   2.52694395e-01
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   -1.34110165e-01  -2.83788437e-01]
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 [  4.25462926e-03  -4.28689844e-02  -6.67138273e-02  -4.91764784e-02
   -3.49556783e-02  -1.79982272e-01   6.87809497e-02   9.96973748e-03
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 [  3.13720604e-02   9.91704821e-02   2.44195548e-01   7.51950753e-02
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   -1.85092806e-01   1.07627704e-01]
 [  7.72080403e-02   6.48295932e-02   1.08478091e-01   1.08858486e-02
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   -1.47174014e-02  -8.40060158e-02]
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   -6.73666615e-02   1.78558420e-01   7.02322627e-02   1.18158435e-01
   -2.00449393e-02   1.73664485e-01]
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   -5.66253590e-02  -2.30093636e-02]
 [  5.09941754e-02   4.51222658e-02   1.97723211e-02   5.10531121e-02
   -4.67922243e-01  -1.26332025e-01  -2.41807539e-01   4.16825591e-02
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 [  6.15862734e-02   5.01003021e-01   1.28822932e-01   4.43061279e-01
   -1.29961152e+00  -3.04080165e-01  -5.69556294e-01  -7.07416020e-02
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   -5.19474797e-01   8.09482607e-02  -2.26586246e-01   1.62073072e-01
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 [  8.64028429e-02  -2.70656880e-01  -1.67497710e-01  -5.46845413e-02
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 [ -1.06867080e-01   2.54406467e-02   2.69316957e-01   1.36617700e-02
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   -9.72715511e-02  -4.25788261e-02]
 [ -3.39021525e-01  -3.64661115e-03   1.83517990e-02  -1.29992102e-02
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   -7.41869979e-02   8.38476194e-02]
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 [  2.21824896e-01  -2.14740206e-01   6.86767577e-02  -7.74351145e-03
    8.04420526e-02  -4.26193375e-02   4.75921565e-02  -1.35493727e-01
    1.23482692e-01  -1.61089970e-01]
 [ -1.00572552e-01  -8.40804818e-02   1.23030478e-01   1.14032528e-01
    2.05073301e-02  -1.16553197e-01   2.45001437e-01  -7.81824336e-02
    1.84670206e-01   3.54714812e-03]
 [ -4.87283630e-02  -2.31069392e-01   1.78865962e-01  -3.24498766e-01
   -2.41515753e-01   1.37670617e-01   1.36229202e-01  -1.24820275e-01
   -2.24839762e-02   1.72162435e-01]]
[[ 0.62347389]
 [ 1.75781366]
 [ 0.22669352]
 [ 0.88719736]
 [-2.78780742]
 [-0.27673713]
 [-1.77893366]
 [ 0.06783838]
 [ 0.69488518]
 [ 0.87881663]]
Progress: 51.5% ... Training loss: 0.260 ... Validation loss: 0.451[[  1.72491238e-01   2.95300709e-01  -1.00567568e-01   1.15151273e-01
   -4.40975389e-01  -7.25731903e-02  -1.07182108e-01   1.20475863e-01
   -4.43421282e-02   2.20176178e-01]
 [  1.08580228e-02   1.28031706e-01  -2.01266317e-02   4.45743351e-02
    8.70924064e-02  -5.94931569e-03   3.34764275e-01   4.07223983e-02
    1.41384651e-01  -2.93172723e-02]
 [  2.06971576e-01   7.64797672e-01   1.28969018e-02  -5.15243000e-02
    8.28651471e-01  -2.31225613e-02  -9.67358512e-01  -4.11605418e-02
    6.17847006e-02   2.97108599e-01]
 [  7.03845530e-02  -4.20154548e-01  -1.84794853e-01   2.41381418e-01
   -4.02651093e-02   1.17969566e-01   2.41196330e-01   6.69873453e-02
    1.57867910e-01   3.33591959e-01]
 [ -2.54080405e-02   6.28343517e-02  -1.46276995e-01   5.24621735e-02
   -1.14111738e-01  -1.83001672e-01   1.09235881e-01  -1.15848328e-01
   -1.85040171e-01  -4.46790602e-02]
 [ -4.07997773e-01  -6.83425419e-01  -3.06894643e-01   1.32538093e-01
   -2.13646523e-01   4.66459993e-02   3.97114639e-01  -4.15303250e-02
   -4.67236293e-02  -5.24931690e-02]
 [ -7.29510079e-04  -2.66736309e-01   1.11691048e-02   9.61305443e-02
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   -4.14773540e-02  -4.67327764e-02   8.46853226e-02   1.16474673e-01
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   -1.03874826e-01   6.61087380e-02  -8.68270752e-02  -2.93989690e-02
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   -1.62352449e-01  -2.03319750e-01]
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   -1.67321288e-01  -2.18469998e-01  -1.73357319e-01  -1.97384160e-01
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 [ -2.89355443e-01  -3.50697152e-01   9.24819849e-02   2.07059389e-01
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   -2.83248773e-01  -1.00531688e-01]
 [  9.24634564e-02  -2.14769432e-01  -2.59326323e-02   1.05545803e-01
   -6.04817246e-02  -8.54968445e-02   2.69673283e-01   1.55605883e-03
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 [  3.15030694e-02  -1.35404862e-01  -2.12663317e-01   1.41067125e-01
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   -9.35055594e-02  -9.91842289e-03]
 [ -1.14334864e-01  -8.48161196e-02  -1.99314806e-01   1.67478197e-01
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 [ -5.89222454e-02  -5.66084468e-02   2.79254797e-01   1.13841346e-01
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 [  6.29767902e-02  -1.06021743e-02   8.85575334e-02   8.95197630e-02
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   -2.44602514e-02  -5.48745695e-02]
 [  1.08321234e-02  -1.42954158e-01  -2.93034978e-01  -5.39101022e-02
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 [  5.86531640e-02  -3.37883485e-02  -1.11899755e-01   6.28013424e-02
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   -1.45618882e-01  -4.35548366e-02]
 [  5.26262275e-03  -1.52156000e-02   1.23872124e-01   1.12597308e-01
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 [  1.13501057e-01   7.88030750e-02  -4.30889618e-02  -9.34739272e-02
   -1.29587333e-01  -3.31579286e-01   1.25183445e-01   8.61960195e-03
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 [ -3.25291230e-02  -1.54846960e-01  -7.56922195e-02  -1.28208460e-01
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   -1.83298541e-01  -3.82178432e-01]
 [ -1.52668717e-02  -4.57956303e-01  -3.05065961e-02  -7.01277149e-02
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    3.20615826e-02  -3.86096461e-01]
 [  1.07980174e-02  -5.22579981e-01  -4.41750494e-02  -1.07002735e-01
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   -3.64779525e-01  -2.20464138e-01]
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   -6.85808160e-02   8.68794624e-02]
 [ -3.04180505e-01  -4.83023189e-01   5.34129569e-02  -5.33887626e-02
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   -9.31383302e-02  -1.40454138e-01]
 [ -2.12978212e-01  -3.60149041e-01   2.49734143e-01  -2.47790110e-01
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   -2.61548681e-01  -3.08598909e-02]
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   -1.89533783e-02  -1.29423351e-01]
 [  1.00087004e-01   2.61990177e-01   1.59195316e-01  -1.07881299e-01
   -8.82947114e-02   5.52069034e-02  -1.56390905e-01   2.81055250e-01
    6.20154089e-02   1.67972814e-01]
 [  3.51598123e-01   3.46220300e-01  -8.13974314e-02   3.06400598e-01
   -8.76020766e-01  -2.85773227e-01  -4.87294856e-01   1.76796942e-01
    3.89670557e-01  -2.25320424e-02]
 [  5.21489291e-02   1.27675787e-01   2.55519678e-01   2.52757820e-01
   -6.17161210e-02  -1.98597165e-01  -1.84528963e-01  -1.32668735e-01
   -1.34057924e-01  -2.83713364e-01]
 [  1.72199840e-02  -9.66306915e-02  -1.22225393e-01  -6.43169815e-02
    2.30748187e-01   4.19877266e-02   4.84263533e-03  -1.85922082e-01
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 [  4.18078579e-03  -4.30748748e-02  -6.67484540e-02  -4.92894437e-02
   -3.47794847e-02  -1.79935316e-01   6.87822104e-02   9.95753426e-03
    3.75700036e-02   5.20844674e-03]
 [  3.12606364e-02   9.88841266e-02   2.44157189e-01   7.50348546e-02
   -2.31758116e-01  -1.37458248e-01   8.48961724e-02   3.94249723e-02
   -1.85216522e-01   1.07463315e-01]
 [  7.75483693e-02   6.56918637e-02   1.08594802e-01   1.13286413e-02
   -2.49049679e-01   6.54645426e-02   2.64332904e-02  -2.70962503e-01
   -1.43421143e-02  -8.35289144e-02]
 [ -7.31008093e-03   1.19976236e-01   8.50467433e-02  -2.99760526e-02
   -6.59416010e-02   1.78671373e-01   7.09715647e-02   1.18130295e-01
   -2.03126267e-02   1.73323205e-01]
 [  2.22651332e-01   8.87811427e-02   2.83151336e-02   7.74997583e-02
    1.64439952e-02  -2.41777728e-02  -2.02708101e-01   1.48047363e-01
   -5.68278179e-02  -2.32544625e-02]
 [  5.12763637e-02   4.58608586e-02   1.98796241e-02   5.14579492e-02
   -4.69309729e-01  -1.26452796e-01  -2.42426280e-01   4.17137571e-02
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 [  6.18498014e-02   5.01208484e-01   1.28922992e-01   4.43442991e-01
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 [  2.46700544e-01   3.30188537e-01   2.46071152e-01   1.48804668e-01
   -5.20929162e-01   8.08983667e-02  -2.26947096e-01   1.62084583e-01
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 [ -7.10932103e-02   2.48066571e-01   2.41968663e-01   1.99438561e-02
   -8.31026892e-02   1.29672779e-01  -1.23035118e-01  -1.49781926e-02
   -2.98028993e-02   5.39116173e-02]
 [ -1.03244270e-01   5.86718239e-03   2.27062737e-02   8.71022874e-02
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   -2.78924087e-01  -9.80223374e-02]
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   -2.10469296e-01   2.89904245e-02]
 [  7.26768017e-03  -4.27439815e-01  -1.28920522e-01  -1.65439054e-01
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   -1.68289428e-01  -2.25720816e-01]
 [  8.61175365e-02  -2.72261311e-01  -1.67628095e-01  -5.52525018e-02
   -1.24765153e-01  -3.45317477e-02   1.53020926e-01  -1.58971830e-01
    9.18728399e-02  -1.95064631e-01]
 [ -1.07256922e-01   2.39328788e-02   2.69174847e-01   1.30283619e-02
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   -9.76781568e-02  -4.29677028e-02]
 [ -3.38814430e-01  -3.71757653e-03   1.84455077e-02  -1.26695419e-02
    1.42038538e-01  -1.79764193e-01   1.95896384e-02   2.34729134e-01
   -7.39159324e-02   8.41073986e-02]
 [  1.57343635e-01  -9.33857919e-03  -2.27893514e-01  -5.75342695e-02
    8.71533719e-02  -3.06182656e-01   7.42596097e-02  -1.65202095e-01
    1.66956644e-02  -1.66066226e-01]
 [  2.21528762e-01  -2.15564927e-01   6.85703795e-02  -8.18313874e-03
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    1.23158936e-01  -1.61534638e-01]
 [ -9.96003092e-02  -8.20034641e-02   1.23399711e-01   1.15442214e-01
    1.66774791e-02  -1.16999498e-01   2.42742505e-01  -7.80722590e-02
    1.85678844e-01   4.87001461e-03]
 [ -4.84362788e-02  -2.30705141e-01   1.78955206e-01  -3.24209063e-01
   -2.44007855e-01   1.37577004e-01   1.35737799e-01  -1.24810460e-01
   -2.21299864e-02   1.72560609e-01]]
[[ 0.62444892]
 [ 1.75804336]
 [ 0.22658715]
 [ 0.88852705]
 [-2.78640184]
 [-0.27597642]
 [-1.77621886]
 [ 0.06911821]
 [ 0.69505706]
 [ 0.88042869]]
Progress: 51.5% ... Training loss: 0.261 ... Validation loss: 0.451[[  1.74029641e-01   2.99834581e-01  -1.00065124e-01   1.17037824e-01
   -4.43308675e-01  -7.31853863e-02  -1.11588449e-01   1.20627101e-01
   -4.28307049e-02   2.22055254e-01]
 [  1.08430344e-02   1.28001120e-01  -2.01322181e-02   4.45516683e-02
    8.71619167e-02  -5.94244356e-03   3.34793058e-01   4.07206351e-02
    1.41367873e-01  -2.93378268e-02]
 [  2.07661010e-01   7.65101976e-01   1.31625004e-02  -5.05386807e-02
    8.29877922e-01  -2.33851447e-02  -9.68399988e-01  -4.11008487e-02
    6.23007053e-02   2.97736200e-01]
 [  7.12879799e-02  -4.17056157e-01  -1.84365493e-01   2.42951986e-01
   -4.65045474e-02   1.17466174e-01   2.38450495e-01   6.70971383e-02
    1.59139275e-01   3.34935302e-01]
 [ -2.53508336e-02   6.22902728e-02  -1.46380274e-01   5.21568225e-02
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   -1.84931567e-01  -4.49737653e-02]
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    1.84703014e-01   3.62593243e-03]
 [ -5.05777701e-02  -2.34574077e-01   1.78185348e-01  -3.27261540e-01
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[[ 0.62063324]
 [ 1.7567304 ]
 [ 0.22119521]
 [ 0.88686921]
 [-2.79162979]
 [-0.28067513]
 [-1.78360721]
 [ 0.0655    ]
 [ 0.69114659]
 [ 0.87749286]]
Progress: 51.6% ... Training loss: 0.261 ... Validation loss: 0.451[[  1.75939085e-01   3.04735508e-01  -9.92692560e-02   1.20446738e-01
   -4.51728118e-01  -7.40029277e-02  -1.16037140e-01   1.20856959e-01
   -4.04908458e-02   2.25171105e-01]
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 [  2.10736365e-01   7.71262066e-01   1.43711605e-02  -4.56440713e-02
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    6.60178219e-02   3.02658588e-01]
 [  6.79026829e-02  -4.22765622e-01  -1.85655394e-01   2.38309600e-01
   -3.47325565e-02   1.18858814e-01   2.45070518e-01   6.67097894e-02
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 [ -2.55936186e-02   6.02613840e-02  -1.46436872e-01   5.24161240e-02
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   -4.73814711e-02  -5.32674222e-02]
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   -1.63655512e-01  -2.04689364e-01]
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   -9.34516306e-02  -9.85640124e-03]
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   -2.27130238e-02  -5.24550732e-02]
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   -1.27283065e-01  -3.31177831e-01   1.26744245e-01   8.51165805e-03
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[[ 0.63234987]
 [ 1.77012403]
 [ 0.23055171]
 [ 0.89341265]
 [-2.7848656 ]
 [-0.27537646]
 [-1.78160463]
 [ 0.07221746]
 [ 0.7002857 ]
 [ 0.88730066]]
Progress: 51.6% ... Training loss: 0.262 ... Validation loss: 0.449[[  1.79648673e-01   3.14196337e-01  -9.78602577e-02   1.25972324e-01
   -4.62321357e-01  -7.56887671e-02  -1.25615795e-01   1.21273514e-01
   -3.62569247e-02   2.30816265e-01]
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 [  2.08842246e-01   7.68285306e-01   1.37020443e-02  -4.80562175e-02
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    6.43079470e-02   3.00050318e-01]
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   -2.98666827e-02   1.19449690e-01   2.50515286e-01   6.65745613e-02
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   -4.67198371e-02  -5.21901720e-02]
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   -1.62001562e-01  -2.02766229e-01]
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   -5.19727705e-01   8.12608190e-02  -2.25457055e-01   1.62005217e-01
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   -2.79363228e-01  -9.85720316e-02]
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   -2.10565727e-01   2.88801902e-02]
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   -1.68417403e-01  -2.25895473e-01]
 [  8.84361550e-02  -2.64337862e-01  -1.66760934e-01  -5.17269839e-02
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 [ -1.06897825e-01   2.39221876e-02   2.69289127e-01   1.35314285e-02
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   -9.73422526e-02  -4.24249177e-02]
 [ -3.38738864e-01  -3.68314872e-03   1.84656929e-02  -1.25655218e-02
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   -7.38766464e-02   8.40864873e-02]
 [  1.59974861e-01  -2.43583046e-03  -2.26891759e-01  -5.35686435e-02
    7.65143972e-02  -3.07368282e-01   6.67481630e-02  -1.64905576e-01
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 [  2.20945405e-01  -2.17776563e-01   6.83714800e-02  -9.09481468e-03
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    1.22783144e-01  -1.62144109e-01]
 [ -9.99870844e-02  -8.41557223e-02   1.23292172e-01   1.15159301e-01
    1.98627305e-02  -1.16776047e-01   2.44538967e-01  -7.81071817e-02
    1.85029417e-01   4.44560299e-03]
 [ -4.93731059e-02  -2.31031658e-01   1.78646815e-01  -3.25524269e-01
   -2.41867728e-01   1.37973069e-01   1.36614429e-01  -1.24922597e-01
   -2.29546048e-02   1.71567139e-01]]
[[ 0.64170436]
 [ 1.77709339]
 [ 0.23790656]
 [ 0.90395483]
 [-2.78503001]
 [-0.26792382]
 [-1.77049541]
 [ 0.07952661]
 [ 0.70885354]
 [ 0.89549922]]
Progress: 51.7% ... Training loss: 0.271 ... Validation loss: 0.459[[  1.76264111e-01   3.06763365e-01  -9.92484401e-02   1.20767087e-01
   -4.48275206e-01  -7.41489494e-02  -1.17300583e-01   1.20812142e-01
   -4.02662689e-02   2.26155434e-01]
 [  1.04599538e-02   1.26954836e-01  -2.02618508e-02   4.40371280e-02
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    1.41052427e-01  -2.97930662e-02]
 [  2.06065872e-01   7.58316142e-01   1.25927243e-02  -5.21746295e-02
    8.37411165e-01  -2.29155141e-02  -9.63494993e-01  -4.12754365e-02
    6.11620600e-02   2.96209907e-01]
 [  6.42799631e-02  -4.33008794e-01  -1.86935568e-01   2.33278618e-01
   -2.38684794e-02   1.20386287e-01   2.55540077e-01   6.62976466e-02
    1.51414343e-01   3.25163950e-01]
 [ -2.00328202e-02   7.60968773e-02  -1.44314777e-01   6.05549644e-02
   -1.31485037e-01  -1.84917971e-01   9.33458127e-02  -1.15176797e-01
   -1.78727280e-01  -3.70740485e-02]
 [ -4.08887133e-01  -6.82631218e-01  -3.07273263e-01   1.31167461e-01
   -2.10869007e-01   4.71558313e-02   3.97199839e-01  -4.16693475e-02
   -4.80117516e-02  -5.38004965e-02]
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   -5.29512798e-02  -7.39119977e-02   1.73405770e-01  -1.91238536e-01
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   -3.26942101e-02  -4.55768343e-02   9.16641934e-02   1.16110629e-01
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   -1.04484919e-01   6.61729533e-02  -8.57706599e-02  -2.94255279e-02
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   -2.00399502e-02   4.75456628e-02]
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   -1.61848623e-01  -2.02641654e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.90334830e-01  -3.50618865e-01   9.20776199e-02   2.05677033e-01
   -1.63368937e-01  -6.10350523e-02   1.11524029e-01  -2.62130607e-01
   -2.84595316e-01  -1.02043029e-01]
 [  9.23130383e-02  -2.14695115e-01  -2.59771856e-02   1.05251253e-01
   -5.86395580e-02  -8.54197654e-02   2.69521529e-01   1.52708287e-03
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 [  3.16459608e-02  -1.35218963e-01  -2.12658089e-01   1.41079113e-01
   -6.51064257e-02   8.34768357e-02  -1.17011525e-02  -2.06687842e-02
   -9.33983234e-02  -9.84189176e-03]
 [ -1.12577583e-01  -7.98397114e-02  -1.98676259e-01   1.69916093e-01
   -1.63762997e-02   1.30097840e-01  -3.38028428e-03  -2.49917693e-01
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 [ -6.01235079e-02  -6.01674637e-02   2.78836164e-01   1.12139409e-01
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 [  6.47499556e-02  -6.16924243e-03   8.92188979e-02   9.24409563e-02
   -6.46484320e-04  -1.78463334e-02   1.81324864e-01   1.20240843e-01
   -2.24860300e-02  -5.21595449e-02]
 [  8.50283657e-03  -1.48499452e-01  -2.93908657e-01  -5.71383242e-02
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    1.04510219e-01  -3.62589775e-02]
 [  5.79211829e-02  -3.54722404e-02  -1.12163590e-01   6.17834841e-02
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   -1.46350688e-01  -4.45721171e-02]
 [  5.51067964e-03  -1.49275992e-02   1.23922927e-01   1.12911827e-01
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 [  1.12197709e-01   7.61817677e-02  -4.35530763e-02  -9.53904128e-02
   -1.26059469e-01  -3.30961455e-01   1.28369645e-01   8.45597269e-03
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 [ -1.03015714e-01  -7.11521397e-02  -1.56185152e-02   2.44112192e-02
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   -3.10791070e-01   2.44236060e-03   6.93105299e-02  -2.59697764e-02
   -1.50274005e-02   3.37374327e-02]
 [ -3.27118300e-02  -1.55623457e-01  -7.57588392e-02  -1.28455785e-01
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   -1.83491625e-01  -3.82446756e-01]
 [ -1.58378197e-02  -4.59547241e-01  -3.07095352e-02  -7.09148553e-02
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    3.14419213e-02  -3.86851898e-01]
 [  1.06454251e-02  -5.23866704e-01  -4.42517449e-02  -1.07265720e-01
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   -3.64989533e-01  -2.20779466e-01]
 [ -1.74966302e-01  -6.55392706e-01  -1.07985475e-02  -2.04936487e-01
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   -6.90635180e-02   8.63712428e-02]
 [ -3.04443342e-01  -4.84163993e-01   5.33218401e-02  -5.37467251e-02
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   -9.33891613e-02  -1.40766262e-01]
 [ -2.13296489e-01  -3.61205338e-01   2.49632292e-01  -2.48169493e-01
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   -2.61885737e-01  -3.12927847e-02]
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   -2.04668695e-02  -1.31407546e-01]
 [  1.00927648e-01   2.64879902e-01   1.59503480e-01  -1.06627543e-01
   -9.26412788e-02   5.47958297e-02  -1.58770281e-01   2.81117471e-01
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 [  3.51781904e-01   3.47904523e-01  -8.13314666e-02   3.06472401e-01
   -8.77520197e-01  -2.85828809e-01  -4.88634000e-01   1.76799359e-01
    3.89882347e-01  -2.20666587e-02]
 [  5.16539331e-02   1.25744783e-01   2.55340093e-01   2.51989669e-01
   -5.87556998e-02  -1.98403476e-01  -1.83014165e-01  -1.32728144e-01
   -1.34607977e-01  -2.84275434e-01]
 [  1.83873433e-02  -9.35146600e-02  -1.21803708e-01  -6.26170009e-02
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 [  2.88813629e-03  -4.65185764e-02  -6.72657119e-02  -5.12506198e-02
   -2.96805153e-02  -1.79402228e-01   7.17760024e-02   9.81037430e-03
    3.60804922e-02   3.32638092e-03]
 [  3.15855540e-02   1.00291365e-01   2.44289547e-01   7.55751380e-02
   -2.32798166e-01  -1.37601573e-01   8.33536567e-02   3.94499083e-02
   -1.84836572e-01   1.07986577e-01]
 [  7.84800175e-02   6.86375112e-02   1.08887390e-01   1.25658186e-02
   -2.51156785e-01   6.50769312e-02   2.27974034e-02  -2.70874150e-01
   -1.33986049e-02  -8.23372836e-02]
 [ -8.02661495e-03   1.19302832e-01   8.47791846e-02  -3.10089702e-02
   -6.33827305e-02   1.78977020e-01   7.17943386e-02   1.18044497e-01
   -2.11484257e-02   1.72252998e-01]
 [  2.22422853e-01   8.84255105e-02   2.82353853e-02   7.71945148e-02
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   -5.69631022e-02  -2.34962889e-02]
 [  5.09730056e-02   4.53281155e-02   1.97451026e-02   5.09057667e-02
   -4.69009829e-01  -1.26290852e-01  -2.41438955e-01   4.16648893e-02
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 [  6.34679096e-02   5.04284955e-01   1.29477624e-01   4.45857420e-01
   -1.30472287e+00  -3.04729893e-01  -5.72374599e-01  -7.05409978e-02
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 [  1.80072838e-01   4.96934972e-01   6.85593719e-02   4.36310060e-01
   -1.07327304e+00  -8.31738553e-02  -4.34372208e-01   1.51346309e-01
    2.18408960e-01   4.82015783e-01]
 [  2.45601931e-01   3.28655018e-01   2.45686047e-01   1.47258789e-01
   -5.18717174e-01   8.13826403e-02  -2.25101254e-01   1.61963551e-01
    2.39535703e-01   7.74616905e-02]
 [ -7.14234712e-02   2.47362240e-01   2.41873091e-01   1.95258271e-02
   -8.20523770e-02   1.29784045e-01  -1.22028978e-01  -1.50131817e-02
   -3.01062862e-02   5.36120822e-02]
 [ -1.03857360e-01   4.69448238e-03   2.24713634e-02   8.61616991e-02
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   -2.79601464e-01  -9.88805066e-02]
 [ -2.24975215e-01  -4.65225021e-02  -9.53572899e-02  -3.49142116e-01
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   -2.10594485e-01   2.88388138e-02]
 [  7.13882681e-03  -4.27906100e-01  -1.28972749e-01  -1.65646525e-01
    3.78586187e-01   2.63781780e-02   2.04508002e-01   1.51962762e-01
   -1.68442969e-01  -2.25927875e-01]
 [  8.85070012e-02  -2.63757679e-01  -1.66758296e-01  -5.17202299e-02
   -1.37918916e-01  -3.55606162e-02   1.45050072e-01  -1.58730647e-01
    9.46467509e-02  -1.91551440e-01]
 [ -1.07297373e-01   2.29391134e-02   2.69107731e-01   1.29719572e-02
    1.47036833e-01   7.36138058e-02   6.08663310e-02  -2.95848401e-01
   -9.79016489e-02  -4.29916803e-02]
 [ -3.39532601e-01  -5.97922538e-03   1.81697507e-02  -1.37044356e-02
    1.45896216e-01  -1.79485029e-01   2.13043642e-02   2.34643306e-01
   -7.47389239e-02   8.30668947e-02]
 [  1.58266838e-01  -6.85006739e-03  -2.27563626e-01  -5.61233285e-02
    8.32318316e-02  -3.06632024e-01   7.06705079e-02  -1.65127000e-01
    1.76298684e-02  -1.64767182e-01]
 [  2.20676762e-01  -2.18488530e-01   6.82778052e-02  -9.46095894e-03
    8.56217162e-02  -4.21469222e-02   5.18721301e-02  -1.35610841e-01
    1.22454143e-01  -1.62593731e-01]
 [ -1.00686731e-01  -8.57119761e-02   1.23003024e-01   1.14065032e-01
    2.35485163e-02  -1.16446847e-01   2.46301698e-01  -7.81998150e-02
    1.84223589e-01   3.49787453e-03]
 [ -5.14012109e-02  -2.35279415e-01   1.77847191e-01  -3.28650020e-01
   -2.35880953e-01   1.38890389e-01   1.41267450e-01  -1.25201222e-01
   -2.50888222e-02   1.68866469e-01]]
[[ 0.61958647]
 [ 1.7624412 ]
 [ 0.21766196]
 [ 0.88459688]
 [-2.80352311]
 [-0.28566011]
 [-1.79024023]
 [ 0.05837313]
 [ 0.68622394]
 [ 0.87157543]]
Progress: 51.8% ... Training loss: 0.266 ... Validation loss: 0.446[[  1.73167408e-01   2.98299158e-01  -1.00359728e-01   1.16147193e-01
   -4.36535993e-01  -7.26820747e-02  -1.09946737e-01   1.20505429e-01
   -4.34406968e-02   2.21918586e-01]
 [  1.03892407e-02   1.26433172e-01  -2.02814062e-02   4.39310267e-02
    8.77797560e-02  -5.78198322e-03   3.36122202e-01   4.06694695e-02
    1.40984287e-01  -2.98629867e-02]
 [  2.04054979e-01   7.51351539e-01   1.16859680e-02  -5.59866964e-02
    8.51757202e-01  -2.17447547e-02  -9.59462928e-01  -4.15271954e-02
    5.86766074e-02   2.93274928e-01]
 [  6.52515068e-02  -4.29586081e-01  -1.86523206e-01   2.35108098e-01
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 [ -5.32490442e-02  -2.39087227e-01   1.77164256e-01  -3.31454554e-01
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   -2.70842640e-02   1.66395438e-01]]
[[ 0.6014513 ]
 [ 1.74734751]
 [ 0.20369651]
 [ 0.8694167 ]
 [-2.8122126 ]
 [-0.2967065 ]
 [-1.80021357]
 [ 0.04532143]
 [ 0.6666076 ]
 [ 0.85452472]]
Progress: 51.8% ... Training loss: 0.287 ... Validation loss: 0.461[[  1.75474665e-01   3.04549615e-01  -9.95447004e-02   1.19648208e-01
   -4.49537608e-01  -7.38829190e-02  -1.16029836e-01   1.20682911e-01
   -4.08462838e-02   2.25011418e-01]
 [  1.03892407e-02   1.26433172e-01  -2.02814062e-02   4.39310267e-02
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    1.40984287e-01  -2.98629867e-02]
 [  2.06814139e-01   7.58537010e-01   1.26522021e-02  -5.19286914e-02
    8.38413572e-01  -2.32594588e-02  -9.67190822e-01  -4.13212553e-02
    6.16981160e-02   2.96894832e-01]
 [  6.73612811e-02  -4.24226388e-01  -1.85740943e-01   2.38524612e-01
   -3.18620718e-02   1.18975251e-01   2.46237463e-01   6.65573426e-02
    1.55196203e-01   3.29472693e-01]
 [ -2.30142426e-02   6.89441953e-02  -1.45434583e-01   5.57280771e-02
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   -4.85044529e-02  -5.44513256e-02]
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   -1.62031777e-01  -2.03065238e-01]
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   -9.38883280e-02  -1.04471205e-02]
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   -2.36560183e-02  -5.34977579e-02]
 [  7.42757186e-03  -1.50811144e-01  -2.94351969e-01  -5.88820085e-02
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 [  6.08704426e-02  -2.75946911e-02  -1.11099150e-01   6.61318501e-02
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   -1.43055754e-01  -4.05758785e-02]
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   -1.31647894e-02  -8.20844393e-02]
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 [  8.59032340e-02  -2.70267688e-01  -1.67716940e-01  -5.55789086e-02
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 [ -3.36843166e-01   1.21862882e-05   1.91393556e-02  -9.65938275e-03
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 [ -1.00813055e-01  -8.57911403e-02   1.22975061e-01   1.14125439e-01
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    1.84034002e-01   3.42924922e-03]
 [ -5.30232080e-02  -2.38383420e-01   1.77261733e-01  -3.31204788e-01
   -2.32834180e-01   1.39686172e-01   1.44417237e-01  -1.25368736e-01
   -2.68378509e-02   1.66524860e-01]]
[[ 0.6150806 ]
 [ 1.7587226 ]
 [ 0.21618716]
 [ 0.88174626]
 [-2.79883566]
 [-0.28326354]
 [-1.7908206 ]
 [ 0.06036005]
 [ 0.68185794]
 [ 0.87014473]]
Progress: 51.9% ... Training loss: 0.264 ... Validation loss: 0.450[[  1.76436465e-01   3.08024890e-01  -9.91509378e-02   1.21218873e-01
   -4.56285375e-01  -7.43481712e-02  -1.18320849e-01   1.20787077e-01
   -3.97906708e-02   2.26577400e-01]
 [  9.66388771e-03   1.24162935e-01  -2.05506465e-02   4.28957233e-02
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    1.40333401e-01  -3.09049558e-02]
 [  2.10298640e-01   7.67014419e-01   1.38619470e-02  -4.69353782e-02
    8.26489305e-01  -2.48629851e-02  -9.75048339e-01  -4.09745207e-02
    6.56394815e-02   3.02029077e-01]
 [  6.28910537e-02  -4.36622228e-01  -1.87253623e-01   2.32352469e-01
   -1.27760557e-02   1.21119625e-01   2.58193693e-01   6.61148580e-02
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 [ -2.37764189e-02   6.74292370e-02  -1.45759691e-01   5.45289613e-02
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   -1.83511798e-01  -4.20904190e-02]
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   -4.88246864e-02  -5.49028155e-02]
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   -1.62717037e-01  -2.04125981e-01]
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 [  9.18834368e-02  -2.15388969e-01  -2.61266614e-02   1.04588297e-01
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   -9.42609266e-02  -1.08778146e-02]
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 [  6.39845438e-02  -8.45095156e-03   8.89328712e-02   9.12687901e-02
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   -2.33466763e-02  -5.32023587e-02]
 [  7.43277555e-03  -1.50470669e-01  -2.94351340e-01  -5.88611945e-02
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 [  6.14432278e-02  -2.59886101e-02  -1.10865926e-01   6.70753937e-02
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   -1.83570924e-01  -3.82526663e-01]
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 [  1.06451439e-02  -5.24004552e-01  -4.42527038e-02  -1.07246037e-01
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   -3.64972433e-01  -2.20797903e-01]
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   -6.88439347e-02   8.66825073e-02]
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   -9.28590968e-02  -1.40117211e-01]
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 [  3.49719398e-01   3.42982064e-01  -8.20896831e-02   3.03488220e-01
   -8.70061718e-01  -2.84827481e-01  -4.83356612e-01   1.76549659e-01
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 [  5.26016986e-02   1.27831378e-01   2.55684258e-01   2.53367031e-01
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   -1.84306918e-01   1.08655278e-01]
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 [ -7.65505241e-03   1.20408832e-01   8.49086382e-02  -3.05925631e-02
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   -5.60860822e-02  -2.24359871e-02]
 [  5.17655880e-02   4.78417229e-02   2.00266516e-02   5.20645005e-02
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 [  2.46042733e-01   3.30042691e-01   2.45872554e-01   1.48044634e-01
   -5.21727701e-01   8.11509240e-02  -2.26343876e-01   1.62010083e-01
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   -8.49101338e-02   1.29542317e-01  -1.23880668e-01  -1.49839316e-02
   -2.95962084e-02   5.41614281e-02]
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   -2.10388985e-01   2.90975069e-02]
 [  7.40338590e-03  -4.27409445e-01  -1.28870209e-01  -1.65252842e-01
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   -1.68112453e-01  -2.25530509e-01]
 [  8.57562493e-02  -2.70095327e-01  -1.67772204e-01  -5.57620408e-02
   -1.30141970e-01  -3.42106695e-02   1.51160514e-01  -1.58995157e-01
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 [ -1.06684179e-01   2.34560882e-02   2.69404410e-01   1.41418090e-02
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   -9.70074474e-02  -4.20776833e-02]
 [ -3.37406142e-01  -1.43687322e-03   1.89381045e-02  -1.04561324e-02
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   -7.21168394e-02   8.61621902e-02]
 [  1.58698442e-01  -5.38553867e-03  -2.27342675e-01  -5.52651976e-02
    8.05028875e-02  -3.06876555e-01   6.97907203e-02  -1.65069146e-01
    1.83284622e-02  -1.64002947e-01]
 [  2.21937985e-01  -2.16443982e-01   6.86619368e-02  -7.62487597e-03
    8.04185397e-02  -4.28036994e-02   4.93509806e-02  -1.35513536e-01
    1.23746264e-01  -1.60738586e-01]
 [ -9.99729865e-02  -8.38758257e-02   1.23275481e-01   1.15356808e-01
    1.89021828e-02  -1.16849786e-01   2.44012524e-01  -7.81440041e-02
    1.84982100e-01   4.59970136e-03]
 [ -5.26070626e-02  -2.37183837e-01   1.77400496e-01  -3.30676062e-01
   -2.35296326e-01   1.39503713e-01   1.43445325e-01  -1.25331858e-01
   -2.63799558e-02   1.67282741e-01]]
[[ 0.62348909]
 [ 1.77057787]
 [ 0.22657559]
 [ 0.88642554]
 [-2.7886113 ]
 [-0.27676227]
 [-1.78906745]
 [ 0.06605999]
 [ 0.68903517]
 [ 0.87740636]]
Progress: 51.9% ... Training loss: 0.261 ... Validation loss: 0.446[[  1.76529061e-01   3.06999732e-01  -9.91225863e-02   1.21214785e-01
   -4.53278718e-01  -7.43663547e-02  -1.17317682e-01   1.20785278e-01
   -3.97789662e-02   2.26581195e-01]
 [  9.62264098e-03   1.24086125e-01  -2.05539256e-02   4.28654524e-02
    9.20884247e-02  -5.45174156e-03   3.38471488e-01   4.05861576e-02
    1.40287211e-01  -3.09656447e-02]
 [  2.08513806e-01   7.62519618e-01   1.32606071e-02  -4.92961406e-02
    8.29604910e-01  -2.41590712e-02  -9.71715443e-01  -4.11490442e-02
    6.37927818e-02   2.99459927e-01]
 [  6.43217707e-02  -4.33817471e-01  -1.86759637e-01   2.34454458e-01
   -2.10548325e-02   1.20439731e-01   2.55030236e-01   6.62579521e-02
    1.51876554e-01   3.24989528e-01]
 [ -2.76852321e-02   5.70325955e-02  -1.47214749e-01   4.88411543e-02
   -9.92698280e-02  -1.81378379e-01   1.13358604e-01  -1.15881071e-01
   -1.87815162e-01  -4.75316634e-02]
 [ -4.09582710e-01  -6.84352273e-01  -3.07504267e-01   1.30135742e-01
   -2.13852810e-01   4.74313363e-02   3.99727273e-01  -4.17203723e-02
   -4.87148750e-02  -5.47192095e-02]
 [ -1.35511940e-03  -2.70041577e-01   1.08893514e-02   9.55086940e-02
   -4.65508767e-02  -7.28053013e-02   1.79640146e-01  -1.91468074e-01
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 [  1.05178208e-01  -3.09011738e-01   2.92267638e-02  -8.14992808e-02
   -4.01155655e-02  -4.64156009e-02   8.61899101e-02   1.16184883e-01
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 [ -1.72228233e-01  -1.88925791e-01  -3.00283908e-01  -1.20903779e-02
   -1.12055176e-01   6.53746093e-02  -8.93727508e-02  -2.92845576e-02
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 [  1.78221214e-02  -4.65003891e-01   6.84131847e-02  -4.75016563e-02
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   -1.98009481e-02   4.72203422e-02]
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   -1.39607024e-01   7.15650039e-03   2.39627854e-01  -1.02009428e-01
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   -1.62733015e-01  -2.04125496e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90809910e-01  -3.51609529e-01   9.19274866e-02   2.05056533e-01
   -1.63216719e-01  -6.08582489e-02   1.12764667e-01  -2.62171935e-01
   -2.85077397e-01  -1.02756268e-01]
 [  9.23896821e-02  -2.14666833e-01  -2.59554520e-02   1.05221350e-01
   -5.88224059e-02  -8.54030645e-02   2.69412287e-01   1.54631847e-03
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 [  3.09800358e-02  -1.36158283e-01  -2.12875931e-01   1.40142438e-01
   -6.59440176e-02   8.37386407e-02  -1.02901128e-02  -2.07309399e-02
   -9.41347684e-02  -1.06834233e-02]
 [ -1.14568502e-01  -8.47252952e-02  -1.99346517e-01   1.67307180e-01
   -1.04414399e-02   1.31048560e-01   1.30038569e-03  -2.50092240e-01
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 [ -5.89376100e-02  -5.77728234e-02   2.79251782e-01   1.13985174e-01
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    8.70410090e-02   5.53320133e-02]
 [  6.29229137e-02  -1.17167341e-02   8.85094909e-02   8.96646680e-02
    6.00469896e-03  -1.69741470e-02   1.86710920e-01   1.20051802e-01
   -2.45654993e-02  -5.48018709e-02]
 [  7.08381568e-03  -1.51778672e-01  -2.94493337e-01  -5.94184047e-02
    8.77361320e-02  -9.09612443e-02   1.16038172e-01   1.61974551e-01
    1.02833947e-01  -3.82101847e-02]
 [  6.20943813e-02  -2.39431192e-02  -1.10593266e-01   6.81254539e-02
   -1.96377125e-01   3.13885787e-01   2.52635821e-01   2.05635800e-01
   -1.41579008e-01  -3.87935878e-02]
 [  5.75286568e-03  -1.53344639e-02   1.23983162e-01   1.13227750e-01
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 [  1.11472709e-01   7.36890039e-02  -4.37607058e-02  -9.64341794e-02
   -1.24053659e-01  -3.30621618e-01   1.30508164e-01   8.39424431e-03
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 [ -1.02598128e-01  -6.97422515e-02  -1.54618109e-02   2.50896327e-02
   -6.40290937e-02  -2.05782077e-01  -4.76051231e-02  -2.01421776e-02
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 [ -1.63823426e-01  -1.34761949e-01  -2.04751398e-01  -2.53375171e-02
   -3.14468610e-01   1.88843661e-03   6.76375761e-02  -2.58867889e-02
   -1.37332512e-02   3.51422616e-02]
 [ -3.26089418e-02  -1.55538376e-01  -7.57212556e-02  -1.28320053e-01
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   -1.83376734e-01  -3.82280190e-01]
 [ -1.57822911e-02  -4.60000310e-01  -3.06963800e-02  -7.08522173e-02
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    3.14340573e-02  -3.86808372e-01]
 [  1.08343594e-02  -5.23667873e-01  -4.41840695e-02  -1.06976202e-01
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   -3.64766133e-01  -2.20543526e-01]
 [ -1.74740065e-01  -6.55349356e-01  -1.07215684e-02  -2.04619949e-01
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   -6.88394201e-02   8.67160368e-02]
 [ -3.03867556e-01  -4.83566063e-01   5.35632749e-02  -5.27538461e-02
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   -9.26725759e-02  -1.39876204e-01]
 [ -2.12922373e-01  -3.60786438e-01   2.49757702e-01  -2.47615435e-01
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   -2.61471959e-01  -3.07024171e-02]
 [ -1.43134353e-01  -2.64680224e-01  -1.85399459e-01  -1.16390222e-01
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   -2.08599869e-02  -1.31864714e-01]
 [  1.00857289e-01   2.65507375e-01   1.59508292e-01  -1.06595890e-01
   -9.46897744e-02   5.48204972e-02  -1.59157613e-01   2.81125194e-01
    6.27493972e-02   1.69262998e-01]
 [  3.49845774e-01   3.42013658e-01  -8.20909434e-02   3.03433379e-01
   -8.68355644e-01  -2.84822239e-01  -4.82791340e-01   1.76544783e-01
    3.88081826e-01  -2.49419383e-02]
 [  5.26226918e-02   1.27650638e-01   2.55686863e-01   2.53351444e-01
   -6.14385532e-02  -1.98862177e-01  -1.85055036e-01  -1.32633803e-01
   -1.33499268e-01  -2.82979173e-01]
 [  1.80786242e-02  -9.45836387e-02  -1.21910152e-01  -6.30175203e-02
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    2.56695537e-02   1.98485395e-01]
 [  2.19125061e-03  -4.85519376e-02  -6.75131372e-02  -5.22435785e-02
   -2.66082504e-02  -1.79117814e-01   7.35348646e-02   9.74931520e-03
    3.52982779e-02   2.31714001e-03]
 [  3.25958410e-02   1.03118290e-01   2.44665899e-01   7.70225393e-02
   -2.36783701e-01  -1.38024840e-01   8.05884882e-02   3.95591160e-02
   -1.83693466e-01   1.09430517e-01]
 [  7.75813272e-02   6.63387917e-02   1.08566503e-01   1.12950835e-02
   -2.47072157e-01   6.54388932e-02   2.51168896e-02  -2.70973700e-01
   -1.43736798e-02  -8.36951857e-02]
 [ -7.64146740e-03   1.20298910e-01   8.49152762e-02  -3.05810352e-02
   -6.53729547e-02   1.78800529e-01   7.06518319e-02   1.18075687e-01
   -2.07130465e-02   1.72759598e-01]
 [  2.22584279e-01   8.90360628e-02   2.82752377e-02   7.73943241e-02
    1.54379308e-02  -2.42528760e-02  -2.03341251e-01   1.48028628e-01
   -5.67576988e-02  -2.32889600e-02]
 [  5.13912574e-02   4.70003504e-02   1.98919827e-02   5.15347310e-02
   -4.71251790e-01  -1.26477283e-01  -2.42570578e-01   4.17042306e-02
    1.25819066e-01   2.01604960e-01]
 [  6.15707324e-02   4.99633497e-01   1.28754357e-01   4.42901856e-01
   -1.29879389e+00  -3.03807782e-01  -5.67848274e-01  -7.07066371e-02
    3.04562293e-01   3.48178367e-01]
 [  1.79731449e-01   4.95619453e-01   6.84423861e-02   4.36106611e-01
   -1.07492733e+00  -8.30287460e-02  -4.33032793e-01   1.51289467e-01
    2.18176382e-01   4.81686782e-01]
 [  2.46047398e-01   3.30262889e-01   2.45914232e-01   1.48164995e-01
   -5.22546163e-01   8.11351707e-02  -2.26453310e-01   1.62018825e-01
    2.40259011e-01   7.82824480e-02]
 [ -7.08136547e-02   2.49459533e-01   2.42094233e-01   2.05178788e-02
   -8.58794231e-02   1.29467663e-01  -1.24278993e-01  -1.49654041e-02
   -2.94114037e-02   5.43787193e-02]
 [ -1.03241551e-01   6.42227374e-03   2.26898175e-02   8.70730579e-02
   -6.06040471e-02   1.17622416e-01   2.36211902e-01   1.93792642e-02
   -2.78890052e-01  -9.79601837e-02]
 [ -2.24728136e-01  -4.58318923e-02  -9.52502371e-02  -3.48727197e-01
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   -2.10264553e-01   2.92327111e-02]
 [  7.28889647e-03  -4.27705730e-01  -1.28913578e-01  -1.65431456e-01
    3.77960429e-01   2.62895457e-02   2.04192055e-01   1.51974090e-01
   -1.68236083e-01  -2.25681904e-01]
 [  8.49677414e-02  -2.72565075e-01  -1.68124250e-01  -5.70652546e-02
   -1.27876814e-01  -3.37832185e-02   1.53774821e-01  -1.59097519e-01
    9.07936169e-02  -1.97007306e-01]
 [ -1.07201569e-01   2.21571177e-02   2.69222126e-01   1.34129019e-02
    1.46225549e-01   7.35196308e-02   6.13781353e-02  -2.95825331e-01
   -9.75807124e-02  -4.28411651e-02]
 [ -3.37749884e-01  -3.09708578e-03   1.88012747e-02  -1.10981651e-02
    1.41284501e-01  -1.80455765e-01   1.71667723e-02   2.34773806e-01
   -7.24855643e-02   8.56889875e-02]
 [  1.59243891e-01  -4.21784510e-03  -2.27120685e-01  -5.44329390e-02
    7.82992982e-02  -3.07147147e-01   6.86266378e-02  -1.65004061e-01
    1.89919424e-02  -1.63156035e-01]
 [  2.22455402e-01  -2.14812852e-01   6.88751672e-02  -6.75919946e-03
    7.76043951e-02  -4.30685472e-02   4.76024782e-02  -1.35449398e-01
    1.24365151e-01  -1.59973690e-01]
 [ -9.93217480e-02  -8.20806863e-02   1.23546725e-01   1.16419339e-01
    1.62922057e-02  -1.17172542e-01   2.42112955e-01  -7.80675373e-02
    1.85709606e-01   5.58059014e-03]
 [ -5.37970807e-02  -2.40266363e-01   1.76928850e-01  -3.32593854e-01
   -2.31868903e-01   1.40085436e-01   1.46356190e-01  -1.25469918e-01
   -2.77966149e-02   1.65473893e-01]]
[[ 0.61951569]
 [ 1.76456195]
 [ 0.22292559]
 [ 0.88312401]
 [-2.79142929]
 [-0.27934091]
 [-1.79076149]
 [ 0.06491325]
 [ 0.68574967]
 [ 0.87317564]]
Progress: 52.0% ... Training loss: 0.260 ... Validation loss: 0.447[[  1.76908961e-01   3.07993896e-01  -9.89598902e-02   1.21711921e-01
   -4.55432451e-01  -7.45550613e-02  -1.17878625e-01   1.20827196e-01
   -3.93926971e-02   2.26965046e-01]
 [  9.54184133e-03   1.23717408e-01  -2.05744413e-02   4.27625571e-02
    9.22431946e-02  -5.42524496e-03   3.39020206e-01   4.05785586e-02
    1.40218871e-01  -3.11354841e-02]
 [  2.09914153e-01   7.65699973e-01   1.37052407e-02  -4.74227840e-02
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    6.55139087e-02   3.00836296e-01]
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 [  8.40920636e-02  -2.75550171e-01  -1.68487077e-01  -5.84843026e-02
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   -9.68988562e-02  -4.21034225e-02]
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 [  2.21211165e-01  -2.18449941e-01   6.84110643e-02  -8.60718760e-03
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 [ -9.85210761e-02  -8.08230796e-02   1.23819275e-01   1.17432668e-01
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    1.86553353e-01   6.72252281e-03]
 [ -5.17594869e-02  -2.34724810e-01   1.77659900e-01  -3.29812194e-01
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   -2.55764300e-02   1.68207175e-01]]
[[ 0.62385865]
 [ 1.7687071 ]
 [ 0.22883332]
 [ 0.88727393]
 [-2.78795267]
 [-0.27528581]
 [-1.78768493]
 [ 0.06965739]
 [ 0.68977555]
 [ 0.87968708]]
Progress: 52.0% ... Training loss: 0.260 ... Validation loss: 0.448[[  1.76681649e-01   3.07178706e-01  -9.90716911e-02   1.20968454e-01
   -4.55041904e-01  -7.44172533e-02  -1.17548760e-01   1.20795117e-01
   -3.98072540e-02   2.26490703e-01]
 [  9.61514065e-03   1.23895794e-01  -2.05480474e-02   4.27995038e-02
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    1.40273929e-01  -3.10525843e-02]
 [  2.10354193e-01   7.66133998e-01   1.38761286e-02  -4.67982111e-02
    8.24404421e-01  -2.49370127e-02  -9.75777392e-01  -4.09667737e-02
    6.60310305e-02   3.01363684e-01]
 [  6.94412240e-02  -4.21588934e-01  -1.84744768e-01   2.41807530e-01
   -3.82241152e-02   1.18144194e-01   2.40238460e-01   6.68385712e-02
    1.56978721e-01   3.31187504e-01]
 [ -2.74064451e-02   6.22093628e-02  -1.47066866e-01   4.98696733e-02
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   -1.87307586e-01  -4.72781127e-02]
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   -4.96968441e-02  -5.57780250e-02]
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   -1.08555931e-01   6.59765229e-02  -8.53828364e-02  -2.94371920e-02
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 [  1.82906490e-02  -4.65976223e-01   6.84922140e-02  -4.75250695e-02
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   -1.94051799e-02   4.73953200e-02]
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   -1.61394200e-01  -2.02296532e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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   -2.85777045e-01  -1.03617023e-01]
 [  9.27279406e-02  -2.14254787e-01  -2.57954086e-02   1.05748295e-01
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 [  2.97550284e-02  -1.38933340e-01  -2.13326763e-01   1.38276009e-01
   -6.18842633e-02   8.42855686e-02  -7.50630529e-03  -2.08674741e-02
   -9.54522802e-02  -1.20482736e-02]
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   -2.48649100e-02  -5.54329858e-02]
 [  8.18207704e-03  -1.48924429e-01  -2.94084662e-01  -5.79417857e-02
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    1.04070660e-01  -3.67999725e-02]
 [  6.24083079e-02  -2.31900431e-02  -1.10469749e-01   6.86291043e-02
   -1.98417725e-01   3.13738133e-01   2.51983300e-01   2.05669667e-01
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   -9.72151708e-02  -4.24981352e-02]
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 [ -9.80062032e-02  -7.99295424e-02   1.24027524e-01   1.17983208e-01
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    1.86959768e-01   7.34537509e-03]
 [ -5.21854775e-02  -2.36014648e-01   1.77466914e-01  -3.30569542e-01
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   -2.60044082e-02   1.67614842e-01]]
[[ 0.61954166]
 [ 1.76236086]
 [ 0.22284843]
 [ 0.88255234]
 [-2.78868338]
 [-0.27843726]
 [-1.79059528]
 [ 0.06674278]
 [ 0.68559214]
 [ 0.87579703]]
Progress: 52.0% ... Training loss: 0.260 ... Validation loss: 0.449[[  1.76236370e-01   3.07605197e-01  -9.91874326e-02   1.20345105e-01
   -4.53535392e-01  -7.41919125e-02  -1.17811415e-01   1.20725166e-01
   -4.01573132e-02   2.25869979e-01]
 [  8.84587302e-03   1.21586555e-01  -2.08269165e-02   4.16793668e-02
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 [  2.11886685e-01   7.67325631e-01   1.43706692e-02  -4.47602053e-02
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    6.76703318e-02   3.03418159e-01]
 [  6.65221414e-02  -4.28687973e-01  -1.85686984e-01   2.38039031e-01
   -3.06587224e-02   1.19361208e-01   2.47716902e-01   6.65591566e-02
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   -5.04250191e-02  -5.67023506e-02]
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   -1.62565801e-01  -2.03771416e-01]
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 [  8.61948710e-03  -1.47557895e-01  -2.93911825e-01  -5.72689837e-02
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 [  5.28148750e-02   1.28199357e-01   2.55769256e-01   2.53599838e-01
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   -1.83468936e-01   1.09761899e-01]
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   -1.34765292e-02  -8.26068191e-02]
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   -6.23009254e-02   1.79269507e-01   7.29926146e-02   1.17950884e-01
   -2.19126542e-02   1.71109064e-01]
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   -5.65651432e-02  -2.29824202e-02]
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   -1.68593137e-01  -2.26079734e-01]
 [  8.33531229e-02  -2.75553225e-01  -1.68698199e-01  -5.94120421e-02
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 [ -1.07848434e-01   2.00384758e-02   2.69003343e-01   1.24733312e-02
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   -9.82037137e-02  -4.38925387e-02]
 [ -3.36689343e-01  -8.37704033e-04   1.91866788e-02  -9.73857799e-03
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   -7.13195665e-02   8.67122718e-02]
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 [  2.21327634e-01  -2.18971347e-01   6.84565146e-02  -8.42176721e-03
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    1.23128189e-01  -1.61323946e-01]
 [ -9.83159648e-02  -8.04135135e-02   1.23923476e-01   1.17594345e-01
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    1.86675744e-01   6.96975002e-03]
 [ -5.15197028e-02  -2.33847613e-01   1.77689923e-01  -3.29667398e-01
   -2.44700211e-01   1.39133675e-01   1.39774540e-01  -1.25265087e-01
   -2.53063794e-02   1.68627912e-01]]
[[ 0.61520668]
 [ 1.76231354]
 [ 0.22029187]
 [ 0.87625888]
 [-2.78919238]
 [-0.28236106]
 [-1.79663894]
 [ 0.06125213]
 [ 0.67908947]
 [ 0.87042825]]
Progress: 52.1% ... Training loss: 0.261 ... Validation loss: 0.447[[  1.78389058e-01   3.11636223e-01  -9.83921349e-02   1.23435582e-01
   -4.59707990e-01  -7.51645569e-02  -1.22092328e-01   1.20951198e-01
   -3.78668137e-02   2.29235421e-01]
 [  8.93881975e-03   1.21811021e-01  -2.07938126e-02   4.18116218e-02
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    1.39624593e-01  -3.20075810e-02]
 [  2.12759025e-01   7.71436143e-01   1.46032156e-02  -4.34488772e-02
    8.16058138e-01  -2.58253531e-02  -9.81179218e-01  -4.07450687e-02
    6.86320344e-02   3.04633637e-01]
 [  6.56011331e-02  -4.33195293e-01  -1.86087262e-01   2.36287337e-01
   -2.55873988e-02   1.19747170e-01   2.50574116e-01   6.64560474e-02
    1.52724697e-01   3.25804188e-01]
 [ -2.57369777e-02   6.81487835e-02  -1.46459843e-01   5.24403591e-02
   -1.16293239e-01  -1.82314180e-01   1.06756187e-01  -1.15652678e-01
   -1.85641528e-01  -4.51326253e-02]
 [ -4.10294617e-01  -6.86060460e-01  -3.07731719e-01   1.29075543e-01
   -2.14311193e-01   4.77342064e-02   4.01580417e-01  -4.17988217e-02
   -4.95029451e-02  -5.55155532e-02]
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   -5.78883880e-02  -4.81379554e-02   7.71747844e-02   1.16575056e-01
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   -1.64420937e-02   5.14481958e-02]
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   -1.61354408e-01  -2.02060417e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.90801861e-01  -3.51863965e-01   9.19119318e-02   2.04981882e-01
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   -2.85115423e-01  -1.02847618e-01]
 [  9.26725258e-02  -2.13676922e-01  -2.57861191e-02   1.05779292e-01
   -6.18830655e-02  -8.56010363e-02   2.68566117e-01   1.58210311e-03
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 [  2.90386790e-02  -1.41087153e-01  -2.13587473e-01   1.37247635e-01
   -5.90559756e-02   8.45784371e-02  -5.74923392e-03  -2.09364072e-02
   -9.62537760e-02  -1.29733778e-02]
 [ -1.12744718e-01  -8.11230955e-02  -1.98669985e-01   1.69659417e-01
   -1.49120525e-02   1.30274453e-01  -3.63578875e-03  -2.49925407e-01
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 [ -5.82530446e-02  -5.79801115e-02   2.79424598e-01   1.14740741e-01
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 [  6.35586853e-02  -1.07677395e-02   8.86909963e-02   9.03792808e-02
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   -2.38814351e-02  -5.41360820e-02]
 [  8.76104136e-03  -1.47200919e-01  -2.93871839e-01  -5.70437882e-02
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 [  6.29365047e-02  -2.20897273e-02  -1.10300979e-01   6.92893770e-02
   -2.00815575e-01   3.13520334e-01   2.50441158e-01   2.05712428e-01
   -1.40649569e-01  -3.77546584e-02]
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   -1.24431273e-01  -3.30563934e-01   1.30876146e-01   8.37532859e-03
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   -1.81955220e-01  -3.80462552e-01]
 [ -1.60041815e-02  -4.61333172e-01  -3.07891825e-02  -7.11625944e-02
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    3.11338613e-02  -3.87124217e-01]
 [  1.08001220e-02  -5.24755503e-01  -4.42228885e-02  -1.07140908e-01
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   -3.64908913e-01  -2.20673064e-01]
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   -6.82121527e-02   8.75864830e-02]
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   -9.29113216e-02  -1.40157503e-01]
 [ -2.12183791e-01  -3.59629861e-01   2.50031431e-01  -2.46520947e-01
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   -2.60634578e-01  -2.96363282e-02]
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   -2.14003847e-02  -1.32579815e-01]
 [  1.01190847e-01   2.67220269e-01   1.59670115e-01  -1.06107403e-01
   -9.79718104e-02   5.46165805e-02  -1.61064310e-01   2.81157537e-01
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 [  3.50586840e-01   3.42746473e-01  -8.18441072e-02   3.04015612e-01
   -8.67715727e-01  -2.85075467e-01  -4.84185786e-01   1.76597436e-01
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 [  5.25843429e-02   1.27488457e-01   2.55693058e-01   2.53268386e-01
   -6.12626819e-02  -1.98846337e-01  -1.85003774e-01  -1.32633862e-01
   -1.33469050e-01  -2.82862592e-01]
 [  1.73390282e-02  -9.69634816e-02  -1.22219276e-01  -6.42252404e-02
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 [  1.75578405e-03  -4.99117689e-02  -6.76754141e-02  -5.28916473e-02
   -2.47925694e-02  -1.78950671e-01   7.46568544e-02   9.70780025e-03
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 [  3.38522121e-02   1.06297689e-01   2.45120405e-01   7.88043106e-02
   -2.41542136e-01  -1.38604689e-01   7.73559729e-02   3.96819562e-02
   -1.82323860e-01   1.11246262e-01]
 [  7.83071868e-02   6.91358234e-02   1.08882020e-01   1.24761834e-02
   -2.50689186e-01   6.50598160e-02   2.21039669e-02  -2.70901087e-01
   -1.34615920e-02  -8.26132441e-02]
 [ -8.44458709e-03   1.18334140e-01   8.46070347e-02  -3.18235432e-02
   -6.24215996e-02   1.79153999e-01   7.25537772e-02   1.17976350e-01
   -2.16716210e-02   1.71479635e-01]
 [  2.23435969e-01   9.11560866e-02   2.85686475e-02   7.85949403e-02
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   -5.58249119e-02  -2.20254923e-02]
 [  5.23100134e-02   4.98886723e-02   2.02115839e-02   5.28488354e-02
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 [  6.18725110e-02   4.99849187e-01   1.28856134e-01   4.43418833e-01
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 [  2.46387313e-01   3.31467204e-01   2.46016229e-01   1.48673176e-01
   -5.24980229e-01   8.09921297e-02  -2.27695997e-01   1.62052175e-01
    2.40635741e-01   7.87871932e-02]
 [ -7.12397258e-02   2.48333722e-01   2.41955056e-01   1.99543592e-02
   -8.48303785e-02   1.29649984e-01  -1.22850350e-01  -1.50021958e-02
   -2.98278888e-02   5.38750737e-02]
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   -2.78248827e-01  -9.71387952e-02]
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   -2.09780172e-01   2.98490703e-02]
 [  6.97982026e-03  -4.28479370e-01  -1.29014053e-01  -1.65887032e-01
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   -1.68585880e-01  -2.26077499e-01]
 [  8.54481093e-02  -2.70289239e-01  -1.67910576e-01  -5.62494536e-02
   -1.37493765e-01  -3.40598210e-02   1.51254877e-01  -1.59063925e-01
    9.15799470e-02  -1.96180644e-01]
 [ -1.07638615e-01   2.04704359e-02   2.69095056e-01   1.28529058e-02
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   -9.79213900e-02  -4.35879293e-02]
 [ -3.35614270e-01   1.49890478e-03   1.95828758e-02  -8.25258917e-03
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   -7.01595388e-02   8.82403120e-02]
 [  1.56939891e-01  -1.12912255e-02  -2.27976085e-01  -5.77611710e-02
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    1.63858647e-02  -1.66239201e-01]
 [  2.22158882e-01  -2.17606028e-01   6.87587430e-02  -7.20015747e-03
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    1.24030763e-01  -1.60111557e-01]
 [ -9.69122927e-02  -7.77227053e-02   1.24421358e-01   1.19520225e-01
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    1.88037436e-01   8.89342719e-03]
 [ -5.13073830e-02  -2.33107014e-01   1.77746597e-01  -3.29414593e-01
   -2.46271299e-01   1.39060448e-01   1.39056465e-01  -1.25249787e-01
   -2.51070943e-02   1.69070924e-01]]
[[ 0.63506675]
 [ 1.77890115]
 [ 0.24013757]
 [ 0.89709974]
 [-2.77740222]
 [-0.26568678]
 [-1.77702228]
 [ 0.07990414]
 [ 0.70093358]
 [ 0.89054434]]
Progress: 52.1% ... Training loss: 0.268 ... Validation loss: 0.454[[  1.74894524e-01   3.03811985e-01  -9.97303455e-02   1.18375369e-01
   -4.45793554e-01  -7.36144324e-02  -1.14512444e-01   1.20498741e-01
   -4.17597502e-02   2.24701368e-01]
 [  8.54171197e-03   1.21066701e-01  -2.09471164e-02   4.12384110e-02
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 [ -9.80346509e-02  -8.04748505e-02   1.24007567e-01   1.18035770e-01
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    1.86976612e-01   7.55547803e-03]
 [ -5.33598492e-02  -2.38299285e-01   1.76884813e-01  -3.32562999e-01
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   -2.74353025e-02   1.66498659e-01]]
[[ 0.60925622]
 [ 1.76209561]
 [ 0.21583582]
 [ 0.87075572]
 [-2.79637835]
 [-0.28814711]
 [-1.80557851]
 [ 0.05668789]
 [ 0.67388482]
 [ 0.86296531]]
Progress: 52.2% ... Training loss: 0.266 ... Validation loss: 0.449[[  1.76330825e-01   3.07055129e-01  -9.93628313e-02   1.20009034e-01
   -4.48362724e-01  -7.41058636e-02  -1.17364287e-01   1.20605556e-01
   -4.03324237e-02   2.26716694e-01]
 [  8.29002851e-03   1.20310203e-01  -2.10697251e-02   4.07227142e-02
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 [  2.11371035e-01   7.64110328e-01   1.38372180e-02  -4.62104749e-02
    8.30568472e-01  -2.51290580e-02  -9.75267420e-01  -4.09811831e-02
    6.68485866e-02   3.03149487e-01]
 [  5.90510243e-02  -4.51119197e-01  -1.88479626e-01   2.27295332e-01
   -2.45530107e-03   1.22835600e-01   2.68173715e-01   6.56878641e-02
    1.45477016e-01   3.17812351e-01]
 [ -2.83811538e-02   6.39937381e-02  -1.47359107e-01   4.87065740e-02
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   -1.88541186e-01  -4.85775375e-02]
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   -4.91541438e-02  -5.52120990e-02]
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 [  1.63436531e-02  -4.72665577e-01   6.74005434e-02  -5.12905766e-02
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   -1.62411866e-01  -2.03275279e-01]
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   -2.85493945e-01  -1.03307320e-01]
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 [  3.05223358e-02  -1.37342601e-01  -2.13048283e-01   1.39303845e-01
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   -9.45850194e-02  -1.09413371e-02]
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   -2.53162734e-02  -5.57955720e-02]
 [  8.23495636e-03  -1.49171946e-01  -2.94132197e-01  -5.80397853e-02
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[[ 0.61230145]
 [ 1.7676556 ]
 [ 0.22251304]
 [ 0.87564931]
 [-2.79141592]
 [-0.28289713]
 [-1.80017009]
 [ 0.06018968]
 [ 0.67822166]
 [ 0.8671214 ]]
Progress: 52.2% ... Training loss: 0.263 ... Validation loss: 0.445[[  1.77409010e-01   3.08842290e-01  -9.90150129e-02   1.21286369e-01
   -4.53690128e-01  -7.45141149e-02  -1.20041018e-01   1.20690562e-01
   -3.91414477e-02   2.28136562e-01]
 [  8.42962574e-03   1.20664200e-01  -2.10171023e-02   4.09289011e-02
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 [  2.15522481e-01   7.72658636e-01   1.53913351e-02  -4.03447980e-02
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    7.16785902e-02   3.09153143e-01]
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   -4.91013474e-02  -5.50956335e-02]
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   -1.62390148e-01  -2.03203465e-01]
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   -2.37668307e-02  -5.38806240e-02]
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   -1.81713582e-01  -3.80183564e-01]
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   -3.64850140e-01  -2.20607147e-01]
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 [  5.28329165e-02   1.28154082e-01   2.55778533e-01   2.53514689e-01
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   -1.83184140e-01   1.10170377e-01]
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   -1.15648406e-02  -8.02649688e-02]
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   -6.69112346e-02   1.78680275e-01   6.96332027e-02   1.18053010e-01
   -2.05281992e-02   1.72859511e-01]
 [  2.23746398e-01   9.23423347e-02   2.86744381e-02   7.90493086e-02
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   -5.55654496e-02  -2.17027232e-02]
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 [  2.46705636e-01   3.32121537e-01   2.46134143e-01   1.49308151e-01
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   -8.54931424e-02   1.29632365e-01  -1.22456579e-01  -1.50039104e-02
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   -2.09554432e-01   3.01010781e-02]
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   -1.68386430e-01  -2.25803817e-01]
 [  8.49081463e-02  -2.72241619e-01  -1.68216339e-01  -5.73750601e-02
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 [ -1.09524646e-01   1.57487955e-02   2.68386481e-01   1.01551433e-02
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   -9.99739866e-02  -4.60475458e-02]
 [ -3.36032061e-01   6.33116202e-05   1.93738199e-02  -8.92485557e-03
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   -7.07032488e-02   8.74958627e-02]
 [  1.57093166e-01  -1.13941618e-02  -2.27914213e-01  -5.75414065e-02
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    1.65925822e-02  -1.66095337e-01]
 [  2.23879158e-01  -2.13561448e-01   6.94313764e-02  -4.41290697e-03
    7.17642633e-02  -4.38240677e-02   4.62171879e-02  -1.35303865e-01
    1.26075916e-01  -1.57362474e-01]
 [ -9.68581194e-02  -7.76078905e-02   1.24424654e-01   1.19684609e-01
    9.87595549e-03  -1.18257673e-01   2.36342149e-01  -7.78477118e-02
    1.88235291e-01   9.11382513e-03]
 [ -5.27303100e-02  -2.37358958e-01   1.77012136e-01  -3.32257939e-01
   -2.43376154e-01   1.39866292e-01   1.43119812e-01  -1.25509228e-01
   -2.67121262e-02   1.67646439e-01]]
[[ 0.62362484]
 [ 1.77904265]
 [ 0.23362921]
 [ 0.8838685 ]
 [-2.7764098 ]
 [-0.27370155]
 [-1.79211619]
 [ 0.06792804]
 [ 0.68816554]
 [ 0.8775826 ]]
Progress: 52.3% ... Training loss: 0.263 ... Validation loss: 0.443[[  1.78602247e-01   3.10455690e-01  -9.85789849e-02   1.22579493e-01
   -4.54556634e-01  -7.48996895e-02  -1.22465778e-01   1.20822124e-01
   -3.79775011e-02   2.29809025e-01]
 [  7.91721514e-03   1.19558717e-01  -2.12311708e-02   4.01903787e-02
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    1.38396948e-01  -3.36801908e-02]
 [  2.16738102e-01   7.74582852e-01   1.58661421e-02  -3.87552408e-02
    8.11791749e-01  -2.75401563e-02  -9.87090669e-01  -4.04424123e-02
    7.30209055e-02   3.10973077e-01]
 [  5.94810382e-02  -4.47760939e-01  -1.88405720e-01   2.27532042e-01
   -2.01195932e-03   1.22665435e-01   2.64649878e-01   6.57519654e-02
    1.45208714e-01   3.18125364e-01]
 [ -2.39186790e-02   7.67488625e-02  -1.45696286e-01   5.56844973e-02
   -1.24909769e-01  -1.83161796e-01   9.91707582e-02  -1.15454694e-01
   -1.83055324e-01  -4.24708487e-02]
 [ -4.09822621e-01  -6.85036200e-01  -3.07674581e-01   1.29647391e-01
   -2.18375591e-01   4.75889870e-02   3.99609740e-01  -4.17869354e-02
   -4.90874206e-02  -5.52193555e-02]
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   -5.74209889e-02  -7.42228255e-02   1.70554536e-01  -1.91252568e-01
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   -5.51690581e-02  -4.76125925e-02   8.13890928e-02   1.16413959e-01
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   -1.01928610e-01   6.70684629e-02  -7.88439674e-02  -2.97841325e-02
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   -1.99257317e-02   4.76004415e-02]
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   -1.47875044e-01   6.70023271e-03   2.37330188e-01  -1.01939695e-01
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   -1.61670632e-01  -2.02277837e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91033342e-01  -3.52423676e-01   9.18464592e-02   2.04728788e-01
   -1.64029330e-01  -6.06914364e-02   1.13739968e-01  -2.62201936e-01
   -2.85356257e-01  -1.03255666e-01]
 [  9.12127036e-02  -2.16605824e-01  -2.63760495e-02   1.03705744e-01
   -5.80099084e-02  -8.49570602e-02   2.71161884e-01   1.40891968e-03
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 [  3.07947058e-02  -1.36861053e-01  -2.12998465e-01   1.39562619e-01
   -6.42914445e-02   8.38843946e-02  -1.05644021e-02  -2.07501786e-02
   -9.43513591e-02  -1.05349268e-02]
 [ -1.13226449e-01  -8.17969655e-02  -1.98846767e-01   1.68920952e-01
   -1.34587638e-02   1.30401125e-01  -3.29227629e-03  -2.50002590e-01
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 [ -5.69579643e-02  -5.49485244e-02   2.79829276e-01   1.16655627e-01
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    8.93181706e-02   5.83975947e-02]
 [  6.30777228e-02  -1.27977222e-02   8.84320344e-02   8.93436214e-02
    4.58980819e-03  -1.69614777e-02   1.86004379e-01   1.19995494e-01
   -2.45192657e-02  -5.48112834e-02]
 [  1.08703227e-02  -1.42766505e-01  -2.93152568e-01  -5.42808309e-02
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    1.07145483e-01  -3.31071297e-02]
 [  6.07949153e-02  -3.02932989e-02  -1.11208799e-01   6.58202586e-02
   -1.91531449e-01   3.14599282e-01   2.58026351e-01   2.05424972e-01
   -1.43235283e-01  -4.07701460e-02]
 [  7.00175220e-03  -1.27109936e-02   1.24499046e-01   1.15171479e-01
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 [  1.09130041e-01   6.84105435e-02  -4.45888916e-02  -9.98759269e-02
   -1.16895761e-01  -3.29628698e-01   1.35635426e-01   8.11812604e-03
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 [ -1.03739266e-01  -7.32927711e-02  -1.58702919e-02   2.34197026e-02
   -6.32219207e-02  -2.05374863e-01  -4.44204272e-02  -2.02743244e-02
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   -3.15445647e-01   1.95013311e-03   6.83270322e-02  -2.59151345e-02
   -1.39270057e-02   3.49336313e-02]
 [ -3.10751879e-02  -1.53004069e-01  -7.51612620e-02  -1.26094723e-01
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   -1.81621193e-01  -3.80058755e-01]
 [ -1.57871780e-02  -4.61483821e-01  -3.06991781e-02  -7.07421933e-02
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    3.13906983e-02  -3.86781018e-01]
 [  1.09017222e-02  -5.24791879e-01  -4.41985703e-02  -1.07023414e-01
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   -3.64792182e-01  -2.20508793e-01]
 [ -1.74657914e-01  -6.56502130e-01  -1.06967398e-02  -2.04514234e-01
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   -6.86898267e-02   8.69612692e-02]
 [ -3.04176226e-01  -4.85301255e-01   5.34322380e-02  -5.32047409e-02
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   -9.30207633e-02  -1.40165064e-01]
 [ -2.12712313e-01  -3.60984006e-01   2.49837717e-01  -2.47241291e-01
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   -2.61195232e-01  -3.02598355e-02]
 [ -1.43884667e-01  -2.66411845e-01  -1.85654248e-01  -1.17453264e-01
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   -2.17235036e-02  -1.32957432e-01]
 [  9.90578725e-02   2.61537732e-01   1.58841939e-01  -1.09348994e-01
   -8.86402583e-02   5.56426881e-02  -1.55166774e-01   2.80921518e-01
    6.06516054e-02   1.67247258e-01]
 [  3.48709509e-01   3.36379835e-01  -8.27295634e-02   3.00084884e-01
   -8.56630132e-01  -2.83935585e-01  -4.78829261e-01   1.76353203e-01
    3.86137846e-01  -2.70151965e-02]
 [  5.26190092e-02   1.27543266e-01   2.55701400e-01   2.53205327e-01
   -6.15475055e-02  -1.98883105e-01  -1.85358803e-01  -1.32650390e-01
   -1.33491229e-01  -2.82813036e-01]
 [  1.66061418e-02  -9.92025135e-02  -1.22516201e-01  -6.53447529e-02
    2.32554283e-01   4.22667305e-02   6.09107611e-03  -1.86011457e-01
    2.39174580e-02   1.96325502e-01]
 [  2.67656237e-03  -4.76606272e-02  -6.73473697e-02  -5.17132559e-02
   -2.86204800e-02  -1.79370107e-01   7.22274420e-02   9.79534965e-03
    3.58933433e-02   2.98139656e-03]
 [  3.18839605e-02   1.01880124e-01   2.44380260e-01   7.59257657e-02
   -2.33386116e-01  -1.37774081e-01   8.13781497e-02   3.94384998e-02
   -1.84610539e-01   1.08394973e-01]
 [  7.97561603e-02   7.25380762e-02   1.09380652e-01   1.44932749e-02
   -2.56349598e-01   6.42989388e-02   1.83103665e-02  -2.70775091e-01
   -1.17702517e-02  -8.05418094e-02]
 [ -7.71183347e-03   1.20458575e-01   8.48425484e-02  -3.08100775e-02
   -6.60751883e-02   1.78781636e-01   7.00258604e-02   1.18027446e-01
   -2.07907599e-02   1.72542167e-01]
 [  2.23782602e-01   9.23979215e-02   2.87019645e-02   7.91011579e-02
    1.09326334e-02  -2.47595380e-02  -2.06546198e-01   1.48157747e-01
   -5.55083666e-02  -2.16355273e-02]
 [  5.23954567e-02   5.04608854e-02   2.02129951e-02   5.29040832e-02
   -4.75465094e-01  -1.26904718e-01  -2.46757079e-01   4.17635145e-02
    1.26733358e-01   2.02863156e-01]
 [  6.15253903e-02   4.98274000e-01   1.28707920e-01   4.43064415e-01
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 [  1.79455922e-01   4.95024185e-01   6.83955049e-02   4.35936788e-01
   -1.08033871e+00  -8.28386685e-02  -4.31182191e-01   1.51280579e-01
    2.18251400e-01   4.80805917e-01]
 [  2.46950336e-01   3.33083095e-01   2.46256447e-01   1.49753199e-01
   -5.29831316e-01   8.06689935e-02  -2.28754427e-01   1.62116045e-01
    2.41509466e-01   7.98512017e-02]
 [ -7.16161977e-02   2.47415356e-01   2.41808180e-01   1.94279277e-02
   -8.42860870e-02   1.29805957e-01  -1.21509222e-01  -1.50486377e-02
   -3.01893272e-02   5.34272278e-02]
 [ -1.02052342e-01   9.79837420e-03   2.31181171e-02   8.88108080e-02
   -6.61538030e-02   1.17071246e-01   2.32488101e-01   1.95181710e-02
   -2.77513464e-01  -9.61867973e-02]
 [ -2.24301156e-01  -4.46029326e-02  -9.50913481e-02  -3.48185036e-01
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   -2.09784846e-01   2.98277779e-02]
 [  7.39240766e-03  -4.27888538e-01  -1.28886673e-01  -1.65393928e-01
    3.77133168e-01   2.62447635e-02   2.03812632e-01   1.51978103e-01
   -1.68157930e-01  -2.25533515e-01]
 [  8.26385217e-02  -2.78195994e-01  -1.69106197e-01  -6.07304812e-02
   -1.27354045e-01  -3.26988473e-02   1.58264788e-01  -1.59450187e-01
    8.81325668e-02  -2.00395588e-01]
 [ -1.09930093e-01   1.49301934e-02   2.68211143e-01   9.46154995e-03
    1.55587299e-01   7.47428124e-02   6.70259823e-02  -2.96147763e-01
   -1.00528990e-01  -4.67054555e-02]
 [ -3.36400825e-01  -9.62485706e-04   1.92406035e-02  -9.41444305e-03
    1.37722383e-01  -1.81096634e-01   1.47062941e-02   2.34869074e-01
   -7.10569430e-02   8.68619332e-02]
 [  1.58199300e-01  -9.35711964e-03  -2.27484063e-01  -5.58464248e-02
    8.31355839e-02  -3.06636500e-01   7.29168090e-02  -1.65088965e-01
    1.79351342e-02  -1.64483373e-01]
 [  2.25015013e-01  -2.11413553e-01   6.98448666e-02  -2.81200491e-03
    6.87720643e-02  -4.43387470e-02   4.35436879e-02  -1.35175086e-01
    1.27393473e-01  -1.55807745e-01]
 [ -9.65002390e-02  -7.65033972e-02   1.24592019e-01   1.20014591e-01
    9.23191798e-03  -1.18473730e-01   2.34812366e-01  -7.77973153e-02
    1.88384124e-01   9.59121435e-03]
 [ -5.24276674e-02  -2.36522506e-01   1.77142289e-01  -3.31823533e-01
   -2.47454792e-01   1.39716482e-01   1.42272886e-01  -1.25471271e-01
   -2.62503204e-02   1.68095097e-01]]
[[ 0.627126  ]
 [ 1.78008278]
 [ 0.23174948]
 [ 0.88621766]
 [-2.77819528]
 [-0.27558484]
 [-1.79453383]
 [ 0.06895911]
 [ 0.68860798]
 [ 0.87843385]]
Progress: 52.4% ... Training loss: 0.264 ... Validation loss: 0.441[[  1.77930664e-01   3.09023064e-01  -9.88823132e-02   1.21384404e-01
   -4.51983740e-01  -7.45192376e-02  -1.21513831e-01   1.20718767e-01
   -3.88572479e-02   2.28703593e-01]
 [  7.49378234e-03   1.18412181e-01  -2.14064538e-02   3.95410696e-02
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 [  1.57320160e-01  -1.12105970e-02  -2.27772348e-01  -5.70390015e-02
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 [ -9.68385013e-02  -7.75523220e-02   1.24481089e-01   1.19561106e-01
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    1.88053799e-01   9.18250553e-03]
 [ -5.24503669e-02  -2.35900919e-01   1.77131812e-01  -3.31845734e-01
   -2.47437060e-01   1.39749203e-01   1.41969348e-01  -1.25486365e-01
   -2.61596677e-02   1.68112300e-01]]
[[ 0.61747743]
 [ 1.77145101]
 [ 0.22407483]
 [ 0.87644772]
 [-2.78645373]
 [-0.28273939]
 [-1.80010408]
 [ 0.06034575]
 [ 0.67796978]
 [ 0.86780315]]
Progress: 52.4% ... Training loss: 0.264 ... Validation loss: 0.444[[  1.78507834e-01   3.11016213e-01  -9.87125616e-02   1.21990441e-01
   -4.51790537e-01  -7.48029425e-02  -1.23428931e-01   1.20778194e-01
   -3.82069217e-02   2.29244131e-01]
 [  7.74763705e-03   1.18975426e-01  -2.13260960e-02   3.98891512e-02
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    1.38121677e-01  -3.39767018e-02]
 [  2.15145596e-01   7.70009521e-01   1.51483042e-02  -4.12218264e-02
    8.22678373e-01  -2.68097304e-02  -9.84548079e-01  -4.06660360e-02
    7.14117656e-02   3.08510677e-01]
 [  6.09795452e-02  -4.45044049e-01  -1.87635197e-01   2.30037444e-01
   -6.72360548e-03   1.21849530e-01   2.62073247e-01   6.59193861e-02
    1.46707665e-01   3.20496425e-01]
 [ -2.57538335e-02   7.36725327e-02  -1.46200538e-01   5.33863308e-02
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   -1.84572472e-01  -4.49920868e-02]
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   -4.99605539e-02  -5.65053255e-02]
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   -1.63506133e-01  -2.04715466e-01]
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 [ -2.91651791e-01  -3.53596208e-01   9.15933466e-02   2.03779588e-01
   -1.62810043e-01  -6.03944804e-02   1.15094400e-01  -2.62265236e-01
   -2.86111159e-01  -1.04193924e-01]
 [  9.09232086e-02  -2.17046201e-01  -2.64885649e-02   1.03255867e-01
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   -6.45440524e-02   8.37608088e-02  -1.22157691e-02  -2.07282183e-02
   -9.41710909e-02  -1.04041223e-02]
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 [  6.34316684e-02  -1.19660292e-02   8.85763263e-02   8.98521075e-02
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   -2.41258916e-02  -5.44074027e-02]
 [  9.10591030e-03  -1.47302110e-01  -2.93870937e-01  -5.69105505e-02
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 [  8.26472765e-02  -2.78877091e-01  -1.69108929e-01  -6.06989432e-02
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 [ -9.62737362e-02  -7.58819837e-02   1.24677170e-01   1.20215409e-01
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    1.88562705e-01   9.85733332e-03]
 [ -5.18110979e-02  -2.34008446e-01   1.77331685e-01  -3.30921185e-01
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   -2.54878877e-02   1.68971512e-01]]
[[ 0.62420933]
 [ 1.77488392]
 [ 0.22885104]
 [ 0.88366917]
 [-2.78499192]
 [-0.27684419]
 [-1.79510122]
 [ 0.06502494]
 [ 0.68648254]
 [ 0.87583477]]
Progress: 52.5% ... Training loss: 0.262 ... Validation loss: 0.442[[  1.80404195e-01   3.16592432e-01  -9.79907112e-02   1.24820328e-01
   -4.58431853e-01  -7.56042950e-02  -1.28993345e-01   1.20967633e-01
   -3.61612183e-02   2.31936759e-01]
 [  7.61395174e-03   1.18597596e-01  -2.13757794e-02   3.97141320e-02
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    1.37957309e-01  -3.41697542e-02]
 [  2.13567559e-01   7.67736314e-01   1.46636515e-02  -4.32668024e-02
    8.31982737e-01  -2.62449185e-02  -9.83259163e-01  -4.08367640e-02
    6.99323508e-02   3.06395801e-01]
 [  6.33849292e-02  -4.40735846e-01  -1.86746034e-01   2.34020813e-01
   -1.89773613e-02   1.20699288e-01   2.59415536e-01   6.62281228e-02
    1.49628055e-01   3.23882766e-01]
 [ -2.38238522e-02   7.71433600e-02  -1.45564187e-01   5.58021270e-02
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   -1.82405044e-01  -4.21561979e-02]
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   -4.99730788e-02  -5.64295098e-02]
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   -1.63567954e-01  -2.04800773e-01]
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   -2.42741244e-02  -5.45939646e-02]
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   -1.81575990e-01  -3.80012149e-01]
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   -3.64694887e-01  -2.20395668e-01]
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   -1.85246892e-01   1.07662693e-01]
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   -2.56317134e-01   6.41705938e-02   1.78904447e-02  -2.70756034e-01
   -1.14598585e-02  -8.02444047e-02]
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   -6.53709375e-02   1.78864460e-01   7.00147926e-02   1.17986255e-01
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   -5.60225669e-02  -2.23375599e-02]
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 [  2.23433614e-01  -2.15717685e-01   6.92065380e-02  -5.20063924e-03
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    1.25511529e-01  -1.58188558e-01]
 [ -9.66410539e-02  -7.65861018e-02   1.24540716e-01   1.19748809e-01
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    1.88070503e-01   9.28865686e-03]
 [ -5.10651319e-02  -2.31936996e-01   1.77621690e-01  -3.29973827e-01
   -2.53949286e-01   1.39155239e-01   1.37410523e-01  -1.25366313e-01
   -2.47413215e-02   1.70065108e-01]]
[[ 0.62538236]
 [ 1.77340611]
 [ 0.22864099]
 [ 0.88524135]
 [-2.78609303]
 [-0.27493078]
 [-1.7912443 ]
 [ 0.06688788]
 [ 0.68783284]
 [ 0.87712575]]
Progress: 52.5% ... Training loss: 0.262 ... Validation loss: 0.446[[  1.81482293e-01   3.19700424e-01  -9.75176355e-02   1.26445920e-01
   -4.62000988e-01  -7.60945117e-02  -1.31451509e-01   1.21103105e-01
   -3.48727045e-02   2.33575534e-01]
 [  8.14840231e-03   1.19901422e-01  -2.11798262e-02   4.04446323e-02
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 [  2.14454255e-01   7.71091018e-01   1.50613492e-02  -4.17993203e-02
    8.27161827e-01  -2.67107953e-02  -9.85601355e-01  -4.07121857e-02
    7.09421528e-02   3.07935865e-01]
 [  6.66704794e-02  -4.35283501e-01  -1.85628773e-01   2.38730620e-01
   -3.50426198e-02   1.19319138e-01   2.52325740e-01   6.65295548e-02
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 [ -2.93855489e-02   6.39886575e-02  -1.47631863e-01   4.77209381e-02
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   -1.88571799e-01  -5.04532174e-02]
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   -2.18927753e-01   4.81329828e-02   4.01341922e-01  -4.19082602e-02
   -5.04093233e-02  -5.71324009e-02]
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   -1.63440342e-01  -2.04617315e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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   -9.35315682e-02  -9.48921760e-03]
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   -1.22591629e-02   1.30523470e-01  -3.14244091e-03  -2.50053235e-01
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 [  6.26962650e-02  -1.37972256e-02   8.82984176e-02   8.88138072e-02
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   -2.49398254e-02  -5.54249060e-02]
 [  1.18205277e-02  -1.38686257e-01  -2.92709331e-01  -5.24348083e-02
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 [  5.98068749e-02  -3.35466493e-02  -1.11597820e-01   6.43413416e-02
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   -1.44416171e-01  -4.23912094e-02]
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   -1.81603212e-01  -3.80075912e-01]
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 [  1.07172461e-02  -5.25628412e-01  -4.42561924e-02  -1.07259989e-01
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   -3.64987467e-01  -2.20770142e-01]
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   -6.90025764e-02   8.67234718e-02]
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   -9.29917946e-02  -1.40143636e-01]
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   -2.61002055e-01  -3.00002310e-02]
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   -2.16796453e-02  -1.32778249e-01]
 [  9.99583302e-02   2.65295249e-01   1.59225140e-01  -1.07938223e-01
   -9.48847935e-02   5.52358983e-02  -1.59085530e-01   2.81012124e-01
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 [  3.51324744e-01   3.41992770e-01  -8.18135206e-02   3.03454981e-01
   -8.62653247e-01  -2.84983839e-01  -4.84457745e-01   1.76624134e-01
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 [  5.25226502e-02   1.26964954e-01   2.55677234e-01   2.53045391e-01
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   -1.33588526e-01  -2.82948651e-01]
 [  1.67200350e-02  -9.93354062e-02  -1.22482111e-01  -6.51884259e-02
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 [  2.57780051e-03  -4.81147271e-02  -6.73991197e-02  -5.18745839e-02
   -2.80703669e-02  -1.79355944e-01   7.25240149e-02   9.79016881e-03
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 [  3.19283288e-02   1.02410348e-01   2.44375904e-01   7.59009322e-02
   -2.33648757e-01  -1.37809859e-01   8.06677818e-02   3.94368327e-02
   -1.84625668e-01   1.08434932e-01]
 [  8.08687577e-02   7.51706430e-02   1.09756403e-01   1.60255016e-02
   -2.59511585e-01   6.38034593e-02   1.56034492e-02  -2.70669051e-01
   -1.05910257e-02  -7.90721706e-02]
 [ -8.16658494e-03   1.19218681e-01   8.47011763e-02  -3.14572416e-02
   -6.44670682e-02   1.78983077e-01   7.05594096e-02   1.17956779e-01
   -2.12947502e-02   1.71897256e-01]
 [  2.22956351e-01   9.02846551e-02   2.83070362e-02   7.76884959e-02
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   -5.65752165e-02  -2.29878362e-02]
 [  5.20766428e-02   5.01322545e-02   2.00976230e-02   5.24374894e-02
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 [  5.94629269e-02   4.94164564e-01   1.27931916e-01   4.40101349e-01
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 [  2.46299665e-01   3.31529401e-01   2.46031846e-01   1.48904376e-01
   -5.28636303e-01   8.09338456e-02  -2.27229471e-01   1.62050674e-01
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 [ -7.20833181e-02   2.46567762e-01   2.41655476e-01   1.87655694e-02
   -8.31006629e-02   1.30020235e-01  -1.20478290e-01  -1.50934114e-02
   -3.06745063e-02   5.27964501e-02]
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   -2.77123054e-01  -9.56590031e-02]
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   -2.10344739e-01   2.91065951e-02]
 [  7.32064640e-03  -4.28437535e-01  -1.28918442e-01  -1.65509095e-01
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   -1.68273277e-01  -2.25672141e-01]
 [  8.29041085e-02  -2.78269850e-01  -1.69056608e-01  -6.04758331e-02
   -1.31685619e-01  -3.27669400e-02   1.57464551e-01  -1.59443335e-01
    8.82405534e-02  -2.00161424e-01]
 [ -1.07911857e-01   1.83870076e-02   2.68927538e-01   1.23849815e-02
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   -9.85815256e-02  -4.39536723e-02]
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   -7.10992849e-02   8.65415800e-02]
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    1.26112081e-01  -1.57332440e-01]
 [ -9.76532294e-02  -7.89886750e-02   1.24161992e-01   1.18437982e-01
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    1.86979949e-01   7.85834936e-03]
 [ -5.16990190e-02  -2.33223443e-01   1.77379867e-01  -3.30923679e-01
   -2.52105187e-01   1.39461812e-01   1.38658097e-01  -1.25440514e-01
   -2.54461356e-02   1.69334568e-01]]
[[ 0.63017111]
 [ 1.77574348]
 [ 0.23085805]
 [ 0.88783205]
 [-2.78085982]
 [-0.27234184]
 [-1.79023359]
 [ 0.07193295]
 [ 0.6939813 ]
 [ 0.88230796]]
Progress: 52.5% ... Training loss: 0.262 ... Validation loss: 0.449[[  1.82288858e-01   3.22399426e-01  -9.72266776e-02   1.27300981e-01
   -4.62716861e-01  -7.63599558e-02  -1.33740755e-01   1.21174759e-01
   -3.40310427e-02   2.34897230e-01]
 [  8.24427030e-03   1.20130008e-01  -2.11436611e-02   4.05763823e-02
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    1.38606173e-01  -3.32618372e-02]
 [  2.15856011e-01   7.73743512e-01   1.55121929e-02  -4.01938227e-02
    8.25258312e-01  -2.72632607e-02  -9.88834385e-01  -4.05765413e-02
    7.23735405e-02   3.09960476e-01]
 [  6.37476278e-02  -4.42512146e-01  -1.86597359e-01   2.35141099e-01
   -2.54973729e-02   1.20578653e-01   2.59223439e-01   6.62357960e-02
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 [ -3.12515000e-02   5.93060447e-02  -1.48280036e-01   4.51077548e-02
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   -1.90485431e-01  -5.29039994e-02]
 [ -4.10978540e-01  -6.87547463e-01  -3.08193782e-01   1.27647175e-01
   -2.21474301e-01   4.81289483e-02   4.01518998e-01  -4.19123707e-02
   -5.04678308e-02  -5.71482066e-02]
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   -5.13116765e-02  -4.71244116e-02   8.16895033e-02   1.16260495e-01
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   -1.02612064e-01   6.69936955e-02  -7.81705719e-02  -2.97756670e-02
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 [  1.86156038e-02  -4.69011645e-01   6.80080986e-02  -4.94153045e-02
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   -1.64344874e-01  -2.05760130e-01]
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   -2.86161715e-01  -1.04240097e-01]
 [  8.96666987e-02  -2.19619801e-01  -2.69705280e-02   1.01478861e-01
   -5.47207608e-02  -8.42585808e-02   2.74073390e-01   1.23668787e-03
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 [  3.19320817e-02  -1.33875884e-01  -2.12584906e-01   1.40811614e-01
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   -9.31145708e-02  -8.95771107e-03]
 [ -1.13440086e-01  -8.22177502e-02  -1.98932916e-01   1.68749932e-01
   -1.17538192e-02   1.30521205e-01  -3.87438594e-03  -2.50056433e-01
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 [  6.27599706e-02  -1.35747533e-02   8.83240625e-02   8.89087039e-02
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   -2.48941704e-02  -5.53308084e-02]
 [  1.18379590e-02  -1.38719262e-01  -2.92709049e-01  -5.24319491e-02
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   -1.81511055e-01  -3.79970439e-01]
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 [  1.05932778e-02  -5.26034726e-01  -4.43081470e-02  -1.07463223e-01
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   -9.26413203e-02  -1.39662396e-01]
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 [  3.51166137e-01   3.41556330e-01  -8.18763833e-02   3.03153822e-01
   -8.62810204e-01  -2.84947220e-01  -4.84188907e-01   1.76607725e-01
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 [  5.28559278e-02   1.27646702e-01   2.55797088e-01   2.53489880e-01
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   -1.33208273e-01  -2.82471063e-01]
 [  1.64732885e-02  -9.97581573e-02  -1.22557616e-01  -6.55150731e-02
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 [  2.56226094e-03  -4.81744485e-02  -6.74058105e-02  -5.19017795e-02
   -2.79006006e-02  -1.79346454e-01   7.25992343e-02   9.78707816e-03
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 [  3.18611652e-02   1.02233349e-01   2.44355113e-01   7.58067300e-02
   -2.33362697e-01  -1.37784262e-01   8.08500599e-02   3.94292089e-02
   -1.84699769e-01   1.08343076e-01]
 [  8.12187014e-02   7.61514448e-02   1.09869374e-01   1.65199303e-02
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   -1.02006797e-02  -7.85629176e-02]
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   -6.63551542e-02   1.78795745e-01   6.95570405e-02   1.18005687e-01
   -2.08201530e-02   1.72467825e-01]
 [  2.23347246e-01   9.13389592e-02   2.84572004e-02   7.82472408e-02
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   -5.61407697e-02  -2.24468010e-02]
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 [  2.45593985e-01   3.29972974e-01   2.45781897e-01   1.47912224e-01
   -5.26792845e-01   8.12428814e-02  -2.25555468e-01   1.61968799e-01
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   -3.08045890e-02   5.26751188e-02]
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   -2.77243060e-01  -9.57903728e-02]
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   -2.10075734e-01   2.94143166e-02]
 [  7.10125628e-03  -4.28976019e-01  -1.29003561e-01  -1.65844761e-01
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   -1.68520469e-01  -2.25982703e-01]
 [  8.30079910e-02  -2.77305831e-01  -1.68985677e-01  -6.03010952e-02
   -1.33872956e-01  -3.28016258e-02   1.57007760e-01  -1.59433841e-01
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 [ -1.07722180e-01   1.81016791e-02   2.69031128e-01   1.27649898e-02
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   -9.83507742e-02  -4.36240003e-02]
 [ -3.35800251e-01  -2.38846605e-04   1.94809318e-02  -8.76383991e-03
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   -7.02921253e-02   8.75489099e-02]
 [  1.57071792e-01  -1.27148747e-02  -2.27838291e-01  -5.72328412e-02
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    1.69070387e-02  -1.66033190e-01]
 [  2.24656341e-01  -2.12515263e-01   6.96796784e-02  -3.44698524e-03
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    1.26792881e-01  -1.56388360e-01]
 [ -9.91141512e-02  -8.23921160e-02   1.23613238e-01   1.16508658e-01
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    1.85376555e-01   5.87380222e-03]
 [ -5.20458029e-02  -2.33413432e-01   1.77216169e-01  -3.31556229e-01
   -2.53283855e-01   1.39577570e-01   1.38891083e-01  -1.25482830e-01
   -2.57464377e-02   1.68989797e-01]]
[[ 0.62765417]
 [ 1.77822408]
 [ 0.22985453]
 [ 0.8848545 ]
 [-2.78308147]
 [-0.27506761]
 [-1.79853294]
 [ 0.06884381]
 [ 0.69086067]
 [ 0.87953541]]
Progress: 52.6% ... Training loss: 0.261 ... Validation loss: 0.445[[  1.79253306e-01   3.15381549e-01  -9.83288317e-02   1.23235961e-01
   -4.53322824e-01  -7.49973265e-02  -1.27080538e-01   1.20830590e-01
   -3.72393290e-02   2.30741247e-01]
 [  8.04218180e-03   1.19576335e-01  -2.12183047e-02   4.02963340e-02
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    1.38373495e-01  -3.35416657e-02]
 [  2.16793806e-01   7.72283807e-01   1.58014743e-02  -3.90522220e-02
    8.27043057e-01  -2.77444597e-02  -9.88642137e-01  -4.04684164e-02
    7.34838391e-02   3.11327144e-01]
 [  6.11903759e-02  -4.46975730e-01  -1.87477433e-01   2.31944232e-01
   -1.91692484e-02   1.21779847e-01   2.64822204e-01   6.59317455e-02
    1.47265034e-01   3.20599092e-01]
 [ -3.32098833e-02   5.45029362e-02  -1.48967801e-01   4.23335638e-02
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   -1.92727114e-01  -5.57243347e-02]
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   -5.21956631e-02  -5.92535976e-02]
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   -5.00579871e-02  -7.33840857e-02   1.72782364e-01  -1.91492968e-01
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   -4.91070809e-02  -4.68644829e-02   8.36266825e-02   1.16190180e-01
    7.74892730e-02  -2.30620792e-02]
 [ -1.76609286e-01  -2.01321290e-01  -3.01736094e-01  -1.81425737e-02
   -1.01666581e-01   6.71114380e-02  -7.77655398e-02  -2.97997374e-02
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 [  1.55762783e-02  -4.75831816e-01   6.68741378e-02  -5.35473586e-02
   -2.87023670e-01  -9.94896263e-02   2.31501911e-01  -1.14486632e-01
   -2.29988038e-02   4.38757406e-02]
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   -1.65522782e-01  -2.07225624e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.92115575e-01  -3.54004537e-01   9.14307414e-02   2.03200791e-01
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   -2.86726050e-01  -1.04979756e-01]
 [  8.89369353e-02  -2.20604026e-01  -2.72396301e-02   1.00414861e-01
   -5.29480670e-02  -8.39219976e-02   2.74935498e-01   1.15298438e-03
    1.32992403e-02  -1.42787848e-02]
 [  3.20195146e-02  -1.33740401e-01  -2.12558513e-01   1.40920249e-01
   -6.89250197e-02   8.33024456e-02  -1.48109613e-02  -2.06116162e-02
   -9.30113424e-02  -8.78415380e-03]
 [ -1.14664741e-01  -8.41713893e-02  -1.99345359e-01   1.67176664e-01
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 [ -5.77785385e-02  -5.86798457e-02   2.79417058e-01   1.15418542e-01
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    8.84879430e-02   5.74536427e-02]
 [  6.25861471e-02  -1.37732454e-02   8.82738054e-02   8.87182490e-02
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   -2.50181077e-02  -5.54515194e-02]
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 [  8.19398577e-02  -2.78895228e-01  -1.69333971e-01  -6.14512218e-02
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   -9.87270158e-02  -4.41609358e-02]
 [ -3.36108071e-01  -1.42251139e-03   1.93743299e-02  -9.20317189e-03
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 [  1.56117351e-01  -1.47640905e-02  -2.28208143e-01  -5.86363293e-02
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 [  2.24381230e-01  -2.13221028e-01   6.95783412e-02  -3.86546143e-03
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 [ -1.00261668e-01  -8.49487436e-02   1.23185939e-01   1.14888843e-01
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    1.84118811e-01   4.26460489e-03]
 [ -5.37906083e-02  -2.36505550e-01   1.76529739e-01  -3.34151221e-01
   -2.46853471e-01   1.40385875e-01   1.41807859e-01  -1.25689621e-01
   -2.76507763e-02   1.66635803e-01]]
[[ 0.60849356]
 [ 1.76650415]
 [ 0.21144491]
 [ 0.86285705]
 [-2.79636843]
 [-0.29271647]
 [-1.82421622]
 [ 0.05138141]
 [ 0.66880119]
 [ 0.85933533]]
Progress: 52.6% ... Training loss: 0.266 ... Validation loss: 0.448[[  1.82936287e-01   3.24754422e-01  -9.70472761e-02   1.28379927e-01
   -4.68341419e-01  -7.68231422e-02  -1.36464593e-01   1.21157871e-01
   -3.30777302e-02   2.35950506e-01]
 [  8.12798034e-03   1.19713021e-01  -2.11774560e-02   4.04557990e-02
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    1.38489733e-01  -3.33960069e-02]
 [  2.19606076e-01   7.79151170e-01   1.67432767e-02  -3.50270771e-02
    8.15384361e-01  -2.91086226e-02  -9.95526932e-01  -4.02253055e-02
    7.66435114e-02   3.15140526e-01]
 [  6.41043908e-02  -4.43057539e-01  -1.86481838e-01   2.36164930e-01
   -2.91908773e-02   1.20353491e-01   2.58672718e-01   6.61801158e-02
    1.50455660e-01   3.24960399e-01]
 [ -3.66769266e-02   4.52776337e-02  -1.50142493e-01   3.74620890e-02
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   -1.96454333e-01  -6.04061815e-02]
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   -5.05864847e-02  -5.72687993e-02]
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 [  1.92198543e-02  -4.66182283e-01   6.81568788e-02  -4.84319364e-02
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   -1.63058733e-01  -2.04147550e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [  3.35736260e-02  -1.30114188e-01  -2.12035183e-01   1.42965813e-01
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   -9.13553585e-02  -6.64904266e-03]
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 [  5.98241016e-02  -3.38200154e-02  -1.11573971e-01   6.44280030e-02
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   -1.82338061e-01  -3.81046578e-01]
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 [  1.04171611e-02  -5.26598943e-01  -4.43697342e-02  -1.07690699e-01
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   -3.65320707e-01  -2.21146544e-01]
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   -6.92341307e-02   8.64767206e-02]
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   -9.20827700e-02  -1.38958574e-01]
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 [  3.49196364e-01   3.37809281e-01  -8.26482133e-02   3.00307568e-01
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 [  5.28908444e-02   1.27725524e-01   2.55813791e-01   2.53530656e-01
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   -1.08439663e-02  -7.93509329e-02]
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   -6.98489367e-02   1.78329982e-01   6.67706502e-02   1.18084758e-01
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 [ -3.35106405e-01   5.62086031e-04   1.97539206e-02  -7.65985139e-03
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 [ -9.98589211e-02  -8.42185623e-02   1.23316882e-01   1.15352666e-01
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    1.84519303e-01   4.84184813e-03]
 [ -5.29490623e-02  -2.34454556e-01   1.76774083e-01  -3.33188697e-01
   -2.51619985e-01   1.40053894e-01   1.39224143e-01  -1.25626580e-01
   -2.68392456e-02   1.67692927e-01]]
[[ 0.6336442 ]
 [ 1.78536852]
 [ 0.23271275]
 [ 0.88859947]
 [-2.77805331]
 [-0.27045491]
 [-1.80177661]
 [ 0.07545999]
 [ 0.69565312]
 [ 0.88734657]]
Progress: 52.7% ... Training loss: 0.266 ... Validation loss: 0.448[[  1.81889819e-01   3.21913254e-01  -9.73829744e-02   1.27042050e-01
   -4.62185817e-01  -7.63797745e-02  -1.32996774e-01   1.21032927e-01
   -3.42280077e-02   2.34737854e-01]
 [  8.33808838e-03   1.20177921e-01  -2.10931220e-02   4.07805926e-02
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    1.38746591e-01  -3.30803909e-02]
 [  2.15198526e-01   7.69189848e-01   1.50820899e-02  -4.11723566e-02
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    7.15200701e-02   3.08994990e-01]
 [  6.61310634e-02  -4.40529220e-01  -1.85815129e-01   2.39013918e-01
   -3.42040007e-02   1.19579098e-01   2.56576463e-01   6.64032138e-02
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   -5.03910407e-02  -5.70103235e-02]
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   -1.63791300e-01  -2.05081299e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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   -2.53083084e-02  -5.58145395e-02]
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 [  5.87744500e-02  -3.62448376e-02  -1.11937312e-01   6.30977794e-02
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[[ 0.62080339]
 [ 1.77225617]
 [ 0.22103645]
 [ 0.87844348]
 [-2.78943835]
 [-0.27745706]
 [-1.80689356]
 [ 0.06595796]
 [ 0.68551742]
 [ 0.87504281]]
Progress: 52.8% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.80384341e-01   3.18645759e-01  -9.78591258e-02   1.24986587e-01
   -4.54708144e-01  -7.57115514e-02  -1.28636684e-01   1.20881432e-01
   -3.59683198e-02   2.32856426e-01]
 [  8.25952637e-03   1.20020442e-01  -2.11273795e-02   4.06429341e-02
    9.65782664e-02  -4.77287302e-03   3.41739536e-01   4.04047718e-02
    1.38639142e-01  -3.32127365e-02]
 [  2.12503631e-01   7.62023673e-01   1.39997135e-02  -4.54421429e-02
    8.41256286e-01  -2.59650930e-02  -9.80148178e-01  -4.10794661e-02
    6.82152707e-02   3.04897472e-01]
 [  6.52459819e-02  -4.43366823e-01  -1.86102915e-01   2.38066007e-01
   -3.46352373e-02   1.20085108e-01   2.60494896e-01   6.62940524e-02
    1.51604881e-01   3.26602700e-01]
 [ -4.00543263e-02   3.71225896e-02  -1.51262035e-01   3.25789075e-02
   -5.90863333e-02  -1.76331561e-01   1.38959082e-01  -1.17063439e-01
   -1.99798507e-01  -6.46950353e-02]
 [ -4.11499983e-01  -6.87052512e-01  -3.08317235e-01   1.27002643e-01
   -2.21990353e-01   4.83564316e-02   4.01356761e-01  -4.20022245e-02
   -5.09795940e-02  -5.77865430e-02]
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   -4.56135156e-02  -7.30975329e-02   1.76287688e-01  -1.91635642e-01
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 [  1.05834074e-01  -3.12991219e-01   2.91533248e-02  -8.14085891e-02
   -4.78725199e-02  -4.65861839e-02   8.50596993e-02   1.15979130e-01
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 [  1.54135092e-02  -4.74764510e-01   6.67973329e-02  -5.40076769e-02
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   -2.34041234e-02   4.36133898e-02]
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   -1.64255741e-01  -2.05464541e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.91070995e-01  -3.51612190e-01   9.18785844e-02   2.04797816e-01
   -1.64499959e-01  -6.06239427e-02   1.13564226e-01  -2.62184158e-01
   -2.85450502e-01  -1.03369479e-01]
 [  8.90731930e-02  -2.20936539e-01  -2.72034071e-02   1.00599757e-01
   -5.35163935e-02  -8.40003907e-02   2.75303512e-01   1.15900548e-03
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 [  3.13372245e-02  -1.34316849e-01  -2.12758548e-01   1.39983777e-01
   -6.83861472e-02   8.35612275e-02  -1.40466933e-02  -2.07239341e-02
   -9.37851161e-02  -9.57099776e-03]
 [ -1.14701321e-01  -8.42970131e-02  -1.99359804e-01   1.66994380e-01
   -7.09805165e-03   1.30997669e-01  -1.80971476e-03  -2.50186990e-01
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 [ -5.88799486e-02  -6.19612170e-02   2.79034167e-01   1.13913152e-01
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 [  6.15602948e-02  -1.72926895e-02   8.78348191e-02   8.70451857e-02
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   -2.63073039e-02  -5.70975974e-02]
 [  1.29913567e-02  -1.35949619e-01  -2.92275331e-01  -5.05859374e-02
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 [  5.81617039e-02  -3.77105732e-02  -1.12182720e-01   6.21687970e-02
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   -1.46164701e-01  -4.46649720e-02]
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   -1.82253533e-01  -3.80999774e-01]
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 [  1.03322126e-02  -5.27059586e-01  -4.44193883e-02  -1.07829103e-01
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   -3.65426414e-01  -2.21258665e-01]
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   -6.93374719e-02   8.63661551e-02]
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   -9.21440658e-02  -1.39045853e-01]
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 [  3.48357045e-01   3.35831732e-01  -8.29185750e-02   2.99247410e-01
   -8.56174433e-01  -2.83630318e-01  -4.77170358e-01   1.76256756e-01
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 [  5.32100376e-02   1.28213795e-01   2.55949977e-01   2.53995321e-01
   -6.23396102e-02  -1.99169859e-01  -1.86468334e-01  -1.32580887e-01
   -1.32799377e-01  -2.82102671e-01]
 [  1.67525457e-02  -9.92059019e-02  -1.22454857e-01  -6.51593434e-02
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 [  3.38240457e-03  -4.59754374e-02  -6.71332597e-02  -5.08318045e-02
   -3.07287147e-02  -1.79707146e-01   7.03013857e-02   9.86650408e-03
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 [  3.21455119e-02   1.03053542e-01   2.44430173e-01   7.61906595e-02
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   -1.84333906e-01   1.08864492e-01]
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   -1.23320633e-02  -8.12340171e-02]
 [ -6.74732341e-03   1.22890501e-01   8.51910983e-02  -2.96345657e-02
   -6.91665622e-02   1.78316529e-01   6.65740609e-02   1.18088385e-01
   -1.97569845e-02   1.73654413e-01]
 [  2.21906692e-01   8.81782261e-02   2.79518285e-02   7.62410709e-02
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   -5.76590679e-02  -2.43146241e-02]
 [  5.09186225e-02   4.74917421e-02   1.96679221e-02   5.07846401e-02
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 [  2.46721872e-01   3.32755972e-01   2.46200832e-01   1.49750275e-01
   -5.32039081e-01   8.07265491e-02  -2.28178435e-01   1.62091968e-01
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 [ -7.27472242e-02   2.44942966e-01   2.41382552e-01   1.77579703e-02
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   -3.14758554e-02   5.18343764e-02]
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   -2.77619882e-01  -9.62715725e-02]
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   -2.11059907e-01   2.82751134e-02]
 [  6.87038161e-03  -4.29592223e-01  -1.29083263e-01  -1.66167455e-01
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   -1.68763900e-01  -2.26301125e-01]
 [  8.21028755e-02  -2.78186322e-01  -1.69325791e-01  -6.13065472e-02
   -1.38046546e-01  -3.24290188e-02   1.58773000e-01  -1.59592959e-01
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 [ -1.07281894e-01   1.86491026e-02   2.69216497e-01   1.35153931e-02
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   -9.78827720e-02  -4.30696142e-02]
 [ -3.35622618e-01  -3.13126897e-04   1.95946522e-02  -8.30921653e-03
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   -6.99058665e-02   8.78531676e-02]
 [  1.56861822e-01  -1.45861262e-02  -2.27916409e-01  -5.71716621e-02
    8.95272605e-02  -3.06325736e-01   7.73132370e-02  -1.65233992e-01
    1.68574197e-02  -1.65954385e-01]
 [  2.24260565e-01  -2.13104213e-01   6.95436146e-02  -4.11935864e-03
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    1.26227120e-01  -1.57067003e-01]
 [ -1.00754120e-01  -8.62091974e-02   1.22993467e-01   1.14049170e-01
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    1.83360014e-01   3.59258586e-03]
 [ -5.35981498e-02  -2.36134638e-01   1.76554370e-01  -3.34101764e-01
   -2.51390991e-01   1.40334234e-01   1.41103561e-01  -1.25699681e-01
   -2.75447657e-02   1.67033777e-01]]
[[ 0.61230912]
 [ 1.76595408]
 [ 0.21654623]
 [ 0.87244927]
 [-2.79650916]
 [-0.28357065]
 [-1.81126217]
 [ 0.06049028]
 [ 0.68031372]
 [ 0.86831156]]
Progress: 52.8% ... Training loss: 0.261 ... Validation loss: 0.450[[  1.82164821e-01   3.22634310e-01  -9.71912859e-02   1.27545113e-01
   -4.59433241e-01  -7.65029178e-02  -1.32253801e-01   1.21072870e-01
   -3.40203246e-02   2.35106856e-01]
 [  8.26369077e-03   1.20031932e-01  -2.11259535e-02   4.06492618e-02
    9.65622636e-02  -4.77472635e-03   3.41727424e-01   4.04052138e-02
    1.38643961e-01  -3.32069033e-02]
 [  2.14743209e-01   7.66700219e-01   1.49166049e-02  -4.19781210e-02
    8.30775626e-01  -2.70817157e-02  -9.85082010e-01  -4.08232139e-02
    7.09237648e-02   3.08282436e-01]
 [  6.35765095e-02  -4.45169183e-01  -1.86693289e-01   2.35869639e-01
   -3.06842922e-02   1.20787987e-01   2.62641457e-01   6.61182979e-02
    1.49605905e-01   3.23835119e-01]
 [ -3.79934463e-02   4.34520042e-02  -1.50490574e-01   3.57800281e-02
   -7.03728068e-02  -1.77289065e-01   1.32318503e-01  -1.16837204e-01
   -1.97505521e-01  -6.16741305e-02]
 [ -4.11195923e-01  -6.86167496e-01  -3.08213268e-01   1.27398045e-01
   -2.21601344e-01   4.82462222e-02   4.00287170e-01  -4.19810912e-02
   -5.07997445e-02  -5.74760749e-02]
 [ -4.26377391e-04  -2.70936230e-01   1.10107580e-02   9.62483666e-02
   -4.83209926e-02  -7.33856629e-02   1.74388945e-01  -1.91558241e-01
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 [  1.06923112e-01  -3.10173232e-01   2.95790037e-02  -7.97448629e-02
   -5.32287466e-02  -4.71507166e-02   8.25031975e-02   1.16100712e-01
    7.78330201e-02  -2.28713040e-02]
 [ -1.73651469e-01  -1.94703299e-01  -3.00644789e-01  -1.38782935e-02
   -1.13676443e-01   6.58124241e-02  -8.41660880e-02  -2.94786430e-02
    2.74509746e-01  -1.26792892e-01]
 [  1.78263148e-02  -4.69078898e-01   6.77083176e-02  -5.05444076e-02
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   -2.07655976e-02   4.68958340e-02]
 [ -7.37244937e-02  -1.40641781e-01   7.88078439e-03  -1.17478865e-01
   -1.56196294e-01   5.95814015e-03   2.30996453e-01  -1.01815627e-01
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   -1.65240088e-01  -2.06607215e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90717588e-01  -3.50531282e-01   9.19986989e-02   2.05284791e-01
   -1.65065961e-01  -6.07711987e-02   1.12356563e-01  -2.62154749e-01
   -2.85177894e-01  -1.03022661e-01]
 [  8.92657057e-02  -2.20503055e-01  -2.71406679e-02   1.00868295e-01
   -5.39368753e-02  -8.40746908e-02   2.74888743e-01   1.17666366e-03
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 [  3.09218420e-02  -1.35423423e-01  -2.12906124e-01   1.39361985e-01
   -6.64025850e-02   8.37600226e-02  -1.29793348e-02  -2.07680178e-02
   -9.42752734e-02  -1.00882990e-02]
 [ -1.15207376e-01  -8.58107778e-02  -1.99542871e-01   1.66269916e-01
   -4.99571647e-03   1.31238668e-01  -3.01325605e-04  -2.50234749e-01
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 [ -5.82015274e-02  -6.00938270e-02   2.79303685e-01   1.14897116e-01
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   -5.74963079e-02  -2.39688734e-02]
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 [  8.23173095e-02  -2.77809921e-01  -1.69243844e-01  -6.09760313e-02
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   -9.74816127e-02  -4.27296563e-02]
 [ -3.36116316e-01  -1.52069935e-03   1.93966868e-02  -9.11359196e-03
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 [  1.57140107e-01  -1.34087106e-02  -2.27803562e-01  -5.67246110e-02
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 [ -1.00465632e-01  -8.60926099e-02   1.23092204e-01   1.14441443e-01
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    1.83570847e-01   3.86722702e-03]
 [ -5.25902561e-02  -2.33658986e-01   1.76923148e-01  -3.32716403e-01
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   -2.64988354e-02   1.68452779e-01]]
[[ 0.62303049]
 [ 1.77662453]
 [ 0.22548328]
 [ 0.88084682]
 [-2.79366626]
 [-0.27918621]
 [-1.80735559]
 [ 0.06753842]
 [ 0.6894559 ]
 [ 0.87830323]]
Progress: 52.9% ... Training loss: 0.259 ... Validation loss: 0.447[[  1.79529190e-01   3.15766546e-01  -9.81635778e-02   1.23604252e-01
   -4.45523693e-01  -7.52298165e-02  -1.25536808e-01   1.20767682e-01
   -3.68974607e-02   2.31439318e-01]
 [  8.37214712e-03   1.20259260e-01  -2.10775992e-02   4.08363420e-02
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    1.38789138e-01  -3.30422743e-02]
 [  2.13367615e-01   7.62814567e-01   1.43730348e-02  -4.37384901e-02
    8.37340177e-01  -2.64432023e-02  -9.81525575e-01  -4.09801466e-02
    6.94045474e-02   3.06599105e-01]
 [  6.04480227e-02  -4.52390447e-01  -1.87779132e-01   2.31740281e-01
   -1.93152159e-02   1.22065999e-01   2.71073286e-01   6.57935899e-02
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 [ -3.59930993e-02   4.92407630e-02  -1.49754323e-01   3.87081075e-02
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   -5.15285893e-02  -5.84091953e-02]
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   -1.66733171e-01  -2.08344030e-01]
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 [  6.21181964e-02  -1.64722867e-02   8.80570148e-02   8.79169196e-02
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 [  1.24602852e-02  -1.37206418e-01  -2.92503823e-01  -5.13730756e-02
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   -1.83020229e-01  -3.81977508e-01]
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 [  1.04322744e-02  -5.26824831e-01  -4.43812843e-02  -1.07669588e-01
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   -3.65305878e-01  -2.21113942e-01]
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   -2.61841705e-01  -3.09441603e-02]
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 [  3.49658333e-01   3.38550176e-01  -8.24178763e-02   3.01123508e-01
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 [  5.31549603e-02   1.28058914e-01   2.55917636e-01   2.53902024e-01
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 [  3.11603735e-02   1.00446950e-01   2.44071915e-01   7.47498714e-02
   -2.30048660e-01  -1.37547915e-01   8.29508858e-02   3.93283410e-02
   -1.85383845e-01   1.07668323e-01]
 [  7.90264022e-02   7.04915987e-02   1.09046272e-01   1.32640163e-02
   -2.52748979e-01   6.46237659e-02   1.96456618e-02  -2.70860385e-01
   -1.26785649e-02  -8.16376834e-02]
 [ -7.48876280e-03   1.20935641e-01   8.49045096e-02  -3.07764587e-02
   -6.59180091e-02   1.78688274e-01   6.82527471e-02   1.18003945e-01
   -2.06574486e-02   1.72544332e-01]
 [  2.22167353e-01   8.85998379e-02   2.80652236e-02   7.66653501e-02
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   -5.74847006e-02  -2.39765535e-02]
 [  5.09832712e-02   4.78281114e-02   1.96921666e-02   5.08406850e-02
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 [  2.46325057e-01   3.31969004e-01   2.46069804e-01   1.49239699e-01
   -5.30959149e-01   8.08953884e-02  -2.27278894e-01   1.62053154e-01
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   -3.10835258e-02   5.23262906e-02]
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   -2.77696869e-01  -9.63423594e-02]
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   -2.11116398e-01   2.82143301e-02]
 [  6.51495041e-03  -4.30609405e-01  -1.29217168e-01  -1.66716554e-01
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   -1.69188021e-01  -2.26857522e-01]
 [  8.02858501e-02  -2.82343075e-01  -1.70011639e-01  -6.39485023e-02
   -1.31804159e-01  -3.15677960e-02   1.63677343e-01  -1.59799286e-01
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 [ -1.07037773e-01   1.86891990e-02   2.69340160e-01   1.39377558e-02
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   -9.74930965e-02  -4.27219823e-02]
 [ -3.36447185e-01  -2.38507563e-03   1.92791156e-02  -9.59176290e-03
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   -7.08414437e-02   8.67579401e-02]
 [  1.56698134e-01  -1.44736168e-02  -2.27957142e-01  -5.73176217e-02
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    1.66214525e-02  -1.66221075e-01]
 [  2.24111777e-01  -2.15178066e-01   6.94643868e-02  -4.19902067e-03
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    1.26121631e-01  -1.57076404e-01]
 [ -1.00438863e-01  -8.55658392e-02   1.23093144e-01   1.14424593e-01
    2.28341801e-02  -1.16700833e-01   2.42821443e-01  -7.82669713e-02
    1.83553390e-01   3.87607676e-03]
 [ -5.22349718e-02  -2.32355211e-01   1.77036470e-01  -3.32297192e-01
   -2.58476946e-01   1.39690432e-01   1.37475807e-01  -1.25562596e-01
   -2.61005788e-02   1.68923771e-01]]
[[ 0.61018363]
 [ 1.76914018]
 [ 0.21590107]
 [ 0.86838313]
 [-2.80521728]
 [-0.29125736]
 [-1.82022697]
 [ 0.05461145]
 [ 0.67610504]
 [ 0.86498263]]
Progress: 52.9% ... Training loss: 0.263 ... Validation loss: 0.444[[  1.80173454e-01   3.18617732e-01  -9.79549398e-02   1.24397227e-01
   -4.46572340e-01  -7.54472023e-02  -1.27836625e-01   1.20814647e-01
   -3.62360148e-02   2.32236423e-01]
 [  8.66505139e-03   1.20854218e-01  -2.09760702e-02   4.12461197e-02
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    1.39078428e-01  -3.26181656e-02]
 [  2.13794918e-01   7.64102149e-01   1.44264789e-02  -4.37097853e-02
    8.38331931e-01  -2.66042092e-02  -9.82855606e-01  -4.09739426e-02
    6.96732774e-02   3.07112633e-01]
 [  5.97117981e-02  -4.55337591e-01  -1.88028024e-01   2.31136169e-01
   -1.77405157e-02   1.22375510e-01   2.73006192e-01   6.57302449e-02
    1.45515387e-01   3.18564753e-01]
 [ -3.39695116e-02   5.54805655e-02  -1.49005509e-01   4.16069761e-02
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   -1.93028186e-01  -5.59246770e-02]
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   -5.05455878e-02  -5.72800376e-02]
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   -4.55520585e-02  -4.64217023e-02   8.65933196e-02   1.15916767e-01
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   -1.11053824e-01   6.60903790e-02  -8.28691070e-02  -2.95451388e-02
    2.74118348e-01  -1.27328961e-01]
 [  1.99539553e-02  -4.63897579e-01   6.83773819e-02  -4.80055072e-02
   -3.02967613e-01  -1.01467279e-01   2.18773039e-01  -1.14214097e-01
   -1.85380081e-02   4.96923775e-02]
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   -1.66377653e-01  -2.08019368e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91062535e-01  -3.51798368e-01   9.18595473e-02   2.04720726e-01
   -1.65850986e-01  -6.06175470e-02   1.13584299e-01  -2.62191909e-01
   -2.85590617e-01  -1.03669066e-01]
 [  8.94145084e-02  -2.19994194e-01  -2.70767312e-02   1.01133486e-01
   -5.45017815e-02  -8.41424943e-02   2.74387705e-01   1.18971020e-03
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 [  3.09490647e-02  -1.35806738e-01  -2.12926210e-01   1.39357860e-01
   -6.47014883e-02   8.37815791e-02  -1.28292470e-02  -2.07692732e-02
   -9.42378218e-02  -1.00349793e-02]
 [ -1.13749754e-01  -8.14280068e-02  -1.99005523e-01   1.68493566e-01
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 [ -5.75367015e-02  -5.84322197e-02   2.79529229e-01   1.15820312e-01
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    8.87364763e-02   5.81059923e-02]
 [  6.26125254e-02  -1.46364654e-02   8.82597759e-02   8.86694699e-02
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   -2.49173683e-02  -5.54050187e-02]
 [  1.33303844e-02  -1.35078106e-01  -2.92207009e-01  -5.01812870e-02
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    1.09953814e-01  -2.94450339e-02]
 [  5.76667305e-02  -3.97124926e-02  -1.12409731e-01   6.12465507e-02
   -1.78960068e-01   3.16058473e-01   2.66105304e-01   2.05038660e-01
   -1.46856159e-01  -4.56161321e-02]
 [  6.35539216e-03  -1.45631193e-02   1.24103693e-01   1.13835178e-01
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 [  1.11584397e-01   7.45526121e-02  -4.36981722e-02  -9.63774476e-02
   -1.24517918e-01  -3.30591277e-01   1.29664873e-01   8.34720185e-03
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   -1.82405961e-01  -3.81222969e-01]
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 [  1.06879094e-02  -5.26385475e-01  -4.42973044e-02  -1.07331835e-01
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   -3.65039153e-01  -2.20740106e-01]
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   -6.94097364e-02   8.62805644e-02]
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   -9.18978474e-02  -1.38748148e-01]
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   -2.62033404e-01  -3.11082247e-02]
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   -2.19262561e-02  -1.33174140e-01]
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 [  3.51014060e-01   3.42374019e-01  -8.19221805e-02   3.03111793e-01
   -8.62647530e-01  -2.84834976e-01  -4.83677964e-01   1.76530919e-01
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 [  5.33922659e-02   1.28214025e-01   2.56017627e-01   2.54229253e-01
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 [  1.67353469e-02  -9.95992083e-02  -1.22497203e-01  -6.53214562e-02
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 [  3.97421319e-03  -4.45072827e-02  -6.69444069e-02  -5.00904434e-02
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 [  3.12950057e-02   1.00935377e-01   2.44121895e-01   7.49593064e-02
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   -1.85210533e-01   1.07816092e-01]
 [  7.83975786e-02   6.90274600e-02   1.08804187e-01   1.22790843e-02
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   -1.34059963e-02  -8.25936814e-02]
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   -1.98410018e-02   1.73626074e-01]
 [  2.22359259e-01   8.92503726e-02   2.81280700e-02   7.69366715e-02
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   -5.72481940e-02  -2.36798857e-02]
 [  5.10973046e-02   4.83611484e-02   1.97314091e-02   5.10028129e-02
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 [  6.13080014e-02   5.00696093e-01   1.28573836e-01   4.42785151e-01
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   -2.77424565e-01  -9.59858774e-02]
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   -2.11151017e-01   2.81663555e-02]
 [  6.65076677e-03  -4.30208232e-01  -1.29166737e-01  -1.66508853e-01
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   -1.69032942e-01  -2.26676399e-01]
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   -6.94305524e-02   8.85945554e-02]
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 [ -5.03872152e-02  -2.26968824e-01   1.77684179e-01  -3.29820226e-01
   -2.66937439e-01   1.38818566e-01   1.32289766e-01  -1.25406437e-01
   -2.40299339e-02   1.71437255e-01]]
[[ 0.6192664 ]
 [ 1.77644157]
 [ 0.22591317]
 [ 0.87846568]
 [-2.79651179]
 [-0.28309804]
 [-1.80774604]
 [ 0.06414466]
 [ 0.68658282]
 [ 0.87479705]]
Progress: 53.0% ... Training loss: 0.259 ... Validation loss: 0.442[[  1.79693688e-01   3.17712448e-01  -9.81400111e-02   1.23620729e-01
   -4.45985114e-01  -7.52033929e-02  -1.26823376e-01   1.20753925e-01
   -3.66881417e-02   2.31274168e-01]
 [  8.35819722e-03   1.20061503e-01  -2.10853099e-02   4.08390083e-02
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    1.38744472e-01  -3.30099847e-02]
 [  2.13680943e-01   7.63653978e-01   1.43390059e-02  -4.41470132e-02
    8.38200422e-01  -2.64794351e-02  -9.83184780e-01  -4.10105060e-02
    6.92913618e-02   3.06539027e-01]
 [  6.22524358e-02  -4.48776871e-01  -1.87126169e-01   2.34841744e-01
   -2.90971059e-02   1.21183742e-01   2.65912712e-01   6.60210030e-02
    1.48302770e-01   3.22315091e-01]
 [ -3.16050060e-02   6.17576251e-02  -1.48161450e-01   4.48799104e-02
   -9.19780903e-02  -1.80005782e-01   1.13451502e-01  -1.16217953e-01
   -1.90307222e-01  -5.27404186e-02]
 [ -4.10763377e-01  -6.86012342e-01  -3.08054198e-01   1.28003472e-01
   -2.23750887e-01   4.80337646e-02   3.99626218e-01  -4.19421992e-02
   -5.02846487e-02  -5.69816399e-02]
 [  2.88421358e-03  -2.61869717e-01   1.22156030e-02   1.01086655e-01
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   -1.66157488e-01  -2.07800617e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.90768065e-01  -3.51354907e-01   9.20051394e-02   2.05231249e-01
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   -2.85191531e-01  -1.03210050e-01]
 [  8.93466507e-02  -2.20030320e-01  -2.71027041e-02   1.01042146e-01
   -5.43602708e-02  -8.41051500e-02   2.74510336e-01   1.18261758e-03
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 [  3.09115234e-02  -1.36033391e-01  -2.12944652e-01   1.39264038e-01
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   -9.42877968e-02  -1.00536064e-02]
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 [  6.32361959e-02  -1.26848058e-02   8.84807166e-02   8.95468954e-02
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   -2.42676601e-02  -5.45664802e-02]
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   -3.65089181e-01  -2.20798733e-01]
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   -9.17315603e-02  -1.38514536e-01]
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 [  3.50440757e-01   3.40738338e-01  -8.21351546e-02   3.02290878e-01
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 [  5.38746986e-02   1.29207454e-01   2.56186439e-01   2.54847165e-01
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   -1.32097330e-01  -2.81273100e-01]
 [  1.66804776e-02  -9.98415760e-02  -1.22520624e-01  -6.53946265e-02
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   -2.29398710e-01  -1.37486626e-01   8.29389252e-02   3.93042334e-02
   -1.85560653e-01   1.07396507e-01]
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   -1.34998533e-02  -8.27909159e-02]
 [ -6.09493543e-03   1.24556668e-01   8.53948889e-02  -2.89658711e-02
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   -1.91630313e-02   1.74412209e-01]
 [  2.22092392e-01   8.85841197e-02   2.80303076e-02   7.65431800e-02
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   -5.75320159e-02  -2.40526054e-02]
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   -2.11263186e-01   2.80385945e-02]
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   -1.69095191e-01  -2.26749624e-01]
 [  7.97285356e-02  -2.83645444e-01  -1.70228496e-01  -6.48368654e-02
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   -9.70034506e-02  -4.21259750e-02]
 [ -3.35048860e-01   4.62787374e-04   1.98176321e-02  -7.41890316e-03
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   -6.92510265e-02   8.87192527e-02]
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    1.83547387e-01   3.75783724e-03]
 [ -5.05424449e-02  -2.26758821e-01   1.77647741e-01  -3.29993648e-01
   -2.67412246e-01   1.38854737e-01   1.32141897e-01  -1.25415071e-01
   -2.41816136e-02   1.71201360e-01]]
[[ 0.62311464]
 [ 1.77764592]
 [ 0.22971736]
 [ 0.88423565]
 [-2.79122892]
 [-0.27931516]
 [-1.79919331]
 [ 0.06770175]
 [ 0.69101205]
 [ 0.87977275]]
Progress: 53.0% ... Training loss: 0.259 ... Validation loss: 0.444[[  1.77424323e-01   3.11667431e-01  -9.90001505e-02   1.20197140e-01
   -4.33041511e-01  -7.40642901e-02  -1.20900922e-01   1.20483174e-01
   -3.91984919e-02   2.28254207e-01]
 [  8.48805027e-03   1.20085474e-01  -2.10363545e-02   4.10192001e-02
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    1.38859892e-01  -3.28036737e-02]
 [  2.10390813e-01   7.56095808e-01   1.31387510e-02  -4.89971852e-02
    8.52509982e-01  -2.49118781e-02  -9.76302262e-01  -4.13980856e-02
    6.56276441e-02   3.02144252e-01]
 [  6.43407322e-02  -4.45736047e-01  -1.86399035e-01   2.38047601e-01
   -3.79078116e-02   1.20134191e-01   2.61893961e-01   6.62573215e-02
    1.50720028e-01   3.25267564e-01]
 [ -3.08287927e-02   6.43265712e-02  -1.47857012e-01   4.60482322e-02
   -9.63747256e-02  -1.80310900e-01   1.11383374e-01  -1.16138755e-01
   -1.89382471e-01  -5.17014089e-02]
 [ -4.10348968e-01  -6.85644675e-01  -3.07940361e-01   1.28483228e-01
   -2.24388171e-01   4.78749403e-02   3.99213456e-01  -4.18972613e-02
   -4.98880392e-02  -5.64446105e-02]
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   -3.74985932e-02  -4.54539264e-02   9.16318647e-02   1.15680338e-01
    7.37101179e-02  -2.78582904e-02]
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   -1.05956890e-01   6.67361503e-02  -7.82147913e-02  -2.97019137e-02
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 [  1.74965386e-02  -4.72104268e-01   6.73929932e-02  -5.19888191e-02
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   -2.12326438e-02   4.60559157e-02]
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   -1.64834964e-01  -2.06154285e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90593108e-01  -3.51288400e-01   9.20669662e-02   2.05471913e-01
   -1.67672734e-01  -6.08900468e-02   1.12881248e-01  -2.62129763e-01
   -2.85022783e-01  -1.02946036e-01]
 [  8.97158205e-02  -2.19324229e-01  -2.69725507e-02   1.01542350e-01
   -5.45504720e-02  -8.42528698e-02   2.73743640e-01   1.22188405e-03
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 [  3.05403894e-02  -1.37175679e-01  -2.13104028e-01   1.38707674e-01
   -6.30989544e-02   8.39919579e-02  -1.15327676e-02  -2.08140357e-02
   -9.47057154e-02  -1.06130221e-02]
 [ -1.13048723e-01  -8.03280259e-02  -1.98761009e-01   1.69481485e-01
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[[ 0.61102558]
 [ 1.76544763]
 [ 0.21760998]
 [ 0.876043  ]
 [-2.80117042]
 [-0.28839844]
 [-1.80536048]
 [ 0.05790477]
 [ 0.6788494 ]
 [ 0.8674449 ]]
Progress: 53.0% ... Training loss: 0.263 ... Validation loss: 0.447[[  1.77751478e-01   3.11939517e-01  -9.88434449e-02   1.20629222e-01
   -4.33909674e-01  -7.41839173e-02  -1.21344919e-01   1.20516846e-01
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   -3.50915305e-02  -1.80157539e-01   6.76563162e-02   9.97044018e-03
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 [  3.05228955e-02   9.96086841e-02   2.43845530e-01   7.38418021e-02
   -2.27168526e-01  -1.37272644e-01   8.39029319e-02   3.92523968e-02
   -1.86128310e-01   1.06683733e-01]
 [  7.82899944e-02   6.85085773e-02   1.08781690e-01   1.21358178e-02
   -2.49155455e-01   6.49738796e-02   2.15738690e-02  -2.70931702e-01
   -1.35043382e-02  -8.27221475e-02]
 [ -6.63602018e-03   1.23163791e-01   8.51952624e-02  -2.97638248e-02
   -6.92652473e-02   1.78306540e-01   6.55516621e-02   1.18071009e-01
   -1.97844893e-02   1.73673508e-01]
 [  2.21518965e-01   8.72315216e-02   2.78265707e-02   7.56853404e-02
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   -5.82115356e-02  -2.49321376e-02]
 [  5.29762071e-02   5.33758161e-02   2.04130002e-02   5.36841219e-02
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 [  2.46303662e-01   3.32209522e-01   2.46063419e-01   1.49273577e-01
   -5.32598972e-01   8.09396112e-02  -2.27429249e-01   1.62053349e-01
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 [ -7.17793433e-02   2.47957805e-01   2.41694303e-01   1.90959407e-02
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   -3.04544245e-02   5.31970314e-02]
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   -2.77162912e-01  -9.56634664e-02]
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   -2.11142448e-01   2.82115064e-02]
 [  6.36731581e-03  -4.31486563e-01  -1.29294267e-01  -1.66988395e-01
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   -1.69396314e-01  -2.27085928e-01]
 [  8.03682300e-02  -2.82339782e-01  -1.70014419e-01  -6.38717573e-02
   -1.36495157e-01  -3.15789752e-02   1.63774225e-01  -1.59800140e-01
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 [ -1.06523299e-01   1.91268679e-02   2.69519194e-01   1.45949865e-02
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   -9.69808085e-02  -4.20634739e-02]
 [ -3.34988748e-01   6.63392352e-04   1.98412648e-02  -7.31222547e-03
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   -6.91952821e-02   8.88613042e-02]
 [  1.58902555e-01  -1.02408133e-02  -2.27092218e-01  -5.37674001e-02
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    1.92846817e-02  -1.62946285e-01]
 [  2.25269648e-01  -2.13806423e-01   6.98873720e-02  -2.73626301e-03
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    1.27271461e-01  -1.55461495e-01]
 [ -1.01572495e-01  -8.82148938e-02   1.22646734e-01   1.12812947e-01
    2.89813817e-02  -1.16139419e-01   2.45603575e-01  -7.83945160e-02
    1.82321722e-01   2.30084680e-03]
 [ -5.26799336e-02  -2.32177025e-01   1.76762525e-01  -3.33544041e-01
   -2.58483930e-01   1.39976065e-01   1.37491909e-01  -1.25678515e-01
   -2.66720100e-02   1.68214555e-01]]
[[ 0.62064022]
 [ 1.77280113]
 [ 0.2253273 ]
 [ 0.88558576]
 [-2.79122462]
 [-0.27993132]
 [-1.79945555]
 [ 0.0653019 ]
 [ 0.6886948 ]
 [ 0.87797894]]
Progress: 53.1% ... Training loss: 0.259 ... Validation loss: 0.446[[  1.75623617e-01   3.06143232e-01  -9.97016857e-02   1.17291517e-01
   -4.27325370e-01  -7.31436392e-02  -1.15265718e-01   1.20273372e-01
   -4.14332281e-02   2.26036262e-01]
 [  8.71694610e-03   1.20885467e-01  -2.09568274e-02   4.13591231e-02
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    1.39090734e-01  -3.25285819e-02]
 [  2.11315767e-01   7.55971657e-01   1.33152099e-02  -4.80945044e-02
    8.49810641e-01  -2.53101367e-02  -9.78202732e-01  -4.13472739e-02
    6.66430761e-02   3.03147732e-01]
 [  6.56157604e-02  -4.42741286e-01  -1.86066917e-01   2.39541715e-01
   -4.33739835e-02   1.19544996e-01   2.57827129e-01   6.63523338e-02
    1.51886712e-01   3.27336347e-01]
 [ -3.51416994e-02   5.27704448e-02  -1.49344569e-01   3.99364823e-02
   -7.49768451e-02  -1.78349881e-01   1.23773217e-01  -1.16561409e-01
   -1.94099863e-01  -5.75916639e-02]
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   -5.05992274e-02  -5.73371467e-02]
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   -1.06799867e-01   6.65396233e-02  -7.91049677e-02  -2.96622745e-02
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 [  1.75509444e-02  -4.72241833e-01   6.72727244e-02  -5.21253108e-02
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   -2.14583871e-02   4.60677533e-02]
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   -1.45275074e-01   7.15906950e-03   2.38394323e-01  -1.02113376e-01
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   -1.64963627e-01  -2.06325794e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90894428e-01  -3.52077046e-01   9.19504870e-02   2.05034702e-01
   -1.67250000e-01  -6.07340062e-02   1.13908886e-01  -2.62168395e-01
   -2.85439688e-01  -1.03426267e-01]
 [  8.91515933e-02  -2.20067127e-01  -2.71791780e-02   1.00730447e-01
   -5.34271129e-02  -8.39970165e-02   2.74505155e-01   1.16033078e-03
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 [  2.99781518e-02  -1.38065032e-01  -2.13280870e-01   1.37963672e-01
   -6.16714698e-02   8.42336259e-02  -1.02881268e-02  -2.08679790e-02
   -9.53176554e-02  -1.13641337e-02]
 [ -1.13709357e-01  -8.19839213e-02  -1.98990378e-01   1.68525096e-01
   -1.03110013e-02   1.30644431e-01  -4.68173651e-03  -2.50120839e-01
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 [ -5.77458348e-02  -5.90317380e-02   2.79458406e-01   1.15422880e-01
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    8.84722736e-02   5.79874650e-02]
 [  6.42425769e-02  -9.65983514e-03   8.88052936e-02   9.08535857e-02
   -2.37612110e-03  -1.76077009e-02   1.83020478e-01   1.20080645e-01
   -2.31629202e-02  -5.31859794e-02]
 [  1.35398705e-02  -1.37299623e-01  -2.92242598e-01  -5.03193015e-02
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 [  5.65886389e-02  -4.24756722e-02  -1.12770245e-01   5.97928378e-02
   -1.74404591e-01   3.16542812e-01   2.68045998e-01   2.04907760e-01
   -1.48081612e-01  -4.71680671e-02]
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 [  1.10591093e-01   7.19531849e-02  -4.40718727e-02  -9.78433814e-02
   -1.20838106e-01  -3.30145837e-01   1.32151180e-01   8.24236004e-03
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   -6.48211683e-02  -2.05269458e-01  -4.15908235e-02  -2.03419835e-02
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   -3.19353311e-01   1.74678058e-03   6.78107766e-02  -2.58669721e-02
   -1.35250948e-02   3.54172716e-02]
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   -1.82427509e-01  -3.81308716e-01]
 [ -1.53546672e-02  -4.63547095e-01  -3.05954430e-02  -7.02552825e-02
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 [  1.09154981e-02  -5.26582906e-01  -4.42044430e-02  -1.06955432e-01
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   -3.64794458e-01  -2.20454977e-01]
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   -6.93350762e-02   8.63882928e-02]
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   -9.17544581e-02  -1.38455516e-01]
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   -2.61581573e-01  -3.05402295e-02]
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   -2.24906770e-02  -1.33743281e-01]
 [  9.93170330e-02   2.66215828e-01   1.58961070e-01  -1.08646239e-01
   -9.69418560e-02   5.54859412e-02  -1.60122704e-01   2.80917749e-01
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 [  3.48404698e-01   3.33892862e-01  -8.29536568e-02   2.98848434e-01
   -8.53142353e-01  -2.83490340e-01  -4.76111096e-01   1.76228442e-01
    3.85528485e-01  -2.73865777e-02]
 [  5.40839667e-02   1.29604092e-01   2.56271927e-01   2.55150476e-01
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   -1.31860436e-01  -2.81008040e-01]
 [  1.61441612e-02  -1.01499810e-01  -1.22735843e-01  -6.61660876e-02
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 [  4.24805710e-03  -4.38777567e-02  -6.68713396e-02  -4.97738046e-02
   -3.43839171e-02  -1.80086589e-01   6.80351155e-02   9.95232322e-03
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 [  3.06499866e-02   1.00016908e-01   2.43896957e-01   7.40167264e-02
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   -1.86030606e-01   1.06835717e-01]
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   -1.46460362e-02  -8.41927586e-02]
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   -1.96539131e-02   1.73824678e-01]
 [  2.21625830e-01   8.74869226e-02   2.78649772e-02   7.58140996e-02
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   -5.80735357e-02  -2.47639221e-02]
 [  5.25627921e-02   5.26044124e-02   2.02640735e-02   5.31050006e-02
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 [  6.11597532e-02   5.00113915e-01   1.28496739e-01   4.42510113e-01
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   -3.08077565e-02   5.27381569e-02]
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   -2.77263064e-01  -9.57752559e-02]
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   -2.11058429e-01   2.83191556e-02]
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   -1.69325030e-01  -2.26991912e-01]
 [  7.87316047e-02  -2.86293102e-01  -1.70599821e-01  -6.62223612e-02
   -1.31295497e-01  -3.08005394e-02   1.67866200e-01  -1.59980683e-01
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 [ -1.06258446e-01   2.02776308e-02   2.69610467e-01   1.50144740e-02
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   -9.67049273e-02  -4.18172091e-02]
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   -7.00745874e-02   8.77877598e-02]
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    1.82807782e-01   2.93109575e-03]
 [ -5.33729290e-02  -2.34185772e-01   1.76492323e-01  -3.34632217e-01
   -2.57299438e-01   1.40347637e-01   1.39801380e-01  -1.25760329e-01
   -2.74621794e-02   1.67483804e-01]]
[[ 0.60527352]
 [ 1.76100863]
 [ 0.21442467]
 [ 0.87111628]
 [-2.80021593]
 [-0.291046  ]
 [-1.81053007]
 [ 0.05325621]
 [ 0.674801  ]
 [ 0.86381271]]
Progress: 53.1% ... Training loss: 0.266 ... Validation loss: 0.453[[  1.75710850e-01   3.06758368e-01  -9.95566800e-02   1.17704814e-01
   -4.28030765e-01  -7.31335343e-02  -1.15133560e-01   1.20294170e-01
   -4.12067102e-02   2.26552459e-01]
 [  9.08777914e-03   1.21905363e-01  -2.08250701e-02   4.18927339e-02
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    1.39476895e-01  -3.19980610e-02]
 [  2.14775782e-01   7.63740251e-01   1.45257998e-02  -4.29758877e-02
    8.34699178e-01  -2.68020552e-02  -9.85795646e-01  -4.10315366e-02
    7.07583888e-02   3.08052426e-01]
 [  6.20778567e-02  -4.49545784e-01  -1.87280295e-01   2.34458072e-01
   -2.30184682e-02   1.21082301e-01   2.64300066e-01   6.60297323e-02
    1.47959859e-01   3.22286493e-01]
 [ -3.31422711e-02   5.63491383e-02  -1.48548945e-01   4.31682480e-02
   -8.11090222e-02  -1.79246969e-01   1.19472937e-01  -1.16370467e-01
   -1.91875840e-01  -5.48778578e-02]
 [ -4.10985016e-01  -6.86243347e-01  -3.08161580e-01   1.27608415e-01
   -2.24760376e-01   4.81985752e-02   4.00593298e-01  -4.19785708e-02
   -5.07589974e-02  -5.75308908e-02]
 [  1.07648513e-03  -2.65427872e-01   1.15949452e-02   9.85395703e-02
   -5.64600168e-02  -7.40511673e-02   1.68544269e-01  -1.91409724e-01
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 [  1.04974881e-01  -3.19296569e-01   2.86189596e-02  -8.30781547e-02
   -4.51212572e-02  -4.59697062e-02   8.88586658e-02   1.15763846e-01
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 [ -1.74780358e-01  -1.98730197e-01  -3.01074400e-01  -1.55089154e-02
   -1.09467461e-01   6.63202542e-02  -8.00574666e-02  -2.96245195e-02
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 [  2.05695722e-02  -4.65891774e-01   6.83362452e-02  -4.75614379e-02
   -3.08925535e-01  -1.01466804e-01   2.19492022e-01  -1.14287864e-01
   -1.77607056e-02   5.06381651e-02]
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   -1.46297209e-01   7.25055358e-03   2.38042309e-01  -1.02133063e-01
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   -1.66211554e-01  -2.07907344e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91020899e-01  -3.52437428e-01   9.19110149e-02   2.04875296e-01
   -1.66834173e-01  -6.06733108e-02   1.14326412e-01  -2.62179263e-01
   -2.85581100e-01  -1.03592465e-01]
 [  8.91744773e-02  -2.19766928e-01  -2.71602567e-02   1.00789469e-01
   -5.38091028e-02  -8.40046903e-02   2.74265515e-01   1.16213322e-03
    1.35581867e-02  -1.40488594e-02]
 [  2.93517255e-02  -1.39480010e-01  -2.13481271e-01   1.37067761e-01
   -5.91563563e-02   8.45387385e-02  -8.76052652e-03  -2.09253677e-02
   -9.60487230e-02  -1.23002917e-02]
 [ -1.14124697e-01  -8.31963708e-02  -1.99140526e-01   1.67898380e-01
   -9.93909171e-03   1.30821342e-01  -3.49431514e-03  -2.50158262e-01
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 [ -5.83916446e-02  -6.06525302e-02   2.79197161e-01   1.14512034e-01
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 [  6.51449224e-02  -6.66850840e-03   8.91124554e-02   9.21495209e-02
   -6.66015951e-03  -1.80568154e-02   1.80023775e-01   1.20165516e-01
   -2.21570935e-02  -5.19136523e-02]
 [  1.44649191e-02  -1.35937223e-01  -2.91891103e-01  -4.88582856e-02
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    1.11124579e-01  -2.80094927e-02]
 [  5.75595163e-02  -4.01281987e-02  -1.12396849e-01   6.12846008e-02
   -1.78564252e-01   3.16084677e-01   2.65676671e-01   2.04998462e-01
   -1.46954690e-01  -4.57422069e-02]
 [  5.30685942e-03  -1.72809112e-02   1.23710182e-01   1.12365653e-01
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 [  1.10575853e-01   7.20460728e-02  -4.40867019e-02  -9.78852413e-02
   -1.20639253e-01  -3.30131063e-01   1.32256842e-01   8.24004366e-03
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   -6.53885555e-02  -2.05196595e-01  -4.10822907e-02  -2.03543236e-02
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   -1.32934098e-02   3.56996313e-02]
 [ -3.18315910e-02  -1.56069605e-01  -7.54129624e-02  -1.27075639e-01
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   -1.82383859e-01  -3.81254281e-01]
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    3.18593400e-02  -3.86072213e-01]
 [  1.12431384e-02  -5.26135315e-01  -4.40933010e-02  -1.06476132e-01
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   -3.64423274e-01  -2.19979848e-01]
 [ -1.75127122e-01  -6.58085381e-01  -1.09305522e-02  -2.05221232e-01
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   -6.92861010e-02   8.64411914e-02]
 [ -3.03169004e-01  -4.85800019e-01   5.38532443e-02  -5.13896743e-02
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   -9.15914382e-02  -1.38254844e-01]
 [ -2.13357593e-01  -3.64316597e-01   2.49667445e-01  -2.47909801e-01
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   -2.61788793e-01  -3.07997068e-02]
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   -2.25856116e-02  -1.33851440e-01]
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   -9.59219965e-02   5.56847738e-02  -1.59311900e-01   2.80881945e-01
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 [  3.47736394e-01   3.32761053e-01  -8.31615939e-02   2.97991588e-01
   -8.52055308e-01  -2.83195418e-01  -4.74910331e-01   1.76176867e-01
    3.84967846e-01  -2.80506672e-02]
 [  5.41039491e-02   1.29676679e-01   2.56280260e-01   2.55182945e-01
   -6.43416003e-02  -1.99555666e-01  -1.88461357e-01  -1.32498317e-01
   -1.31835059e-01  -2.80978648e-01]
 [  1.60339625e-02  -1.01916017e-01  -1.22779952e-01  -6.63369369e-02
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 [  4.50792205e-03  -4.34862521e-02  -6.67867663e-02  -4.93843686e-02
   -3.50963886e-02  -1.80211059e-01   6.74625494e-02   9.97296550e-03
    3.77150516e-02   5.40337642e-03]
 [  3.07145015e-02   1.00315503e-01   2.43909620e-01   7.41161347e-02
   -2.26787784e-01  -1.37361483e-01   8.33348388e-02   3.92651392e-02
   -1.85953067e-01   1.06931426e-01]
 [  7.80804925e-02   6.80067481e-02   1.08663594e-01   1.17371367e-02
   -2.48449736e-01   6.50630786e-02   2.17572457e-02  -2.70974942e-01
   -1.38279542e-02  -8.31639896e-02]
 [ -6.07782945e-03   1.25086944e-01   8.53963048e-02  -2.89419476e-02
   -7.13640190e-02   1.78035932e-01   6.38070393e-02   1.18123209e-01
   -1.91934974e-02   1.74382238e-01]
 [  2.21770814e-01   8.85275144e-02   2.79043552e-02   7.59467688e-02
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   -5.79252998e-02  -2.45875348e-02]
 [  5.25660125e-02   5.25004790e-02   2.02691074e-02   5.31288303e-02
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 [  6.16423790e-02   5.00055459e-01   1.28695173e-01   4.43252945e-01
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 [  2.46037609e-01   3.31510235e-01   2.45944088e-01   1.48869288e-01
   -5.31378639e-01   8.10742174e-02  -2.26559347e-01   1.62019438e-01
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 [ -7.27953971e-02   2.45474020e-01   2.41342169e-01   1.77395050e-02
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   -3.15740163e-02   5.18424684e-02]
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   -2.77425351e-01  -9.59660527e-02]
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   -2.11176396e-01   2.81823679e-02]
 [  6.80003408e-03  -4.30498943e-01  -1.29136822e-01  -1.66329517e-01
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   -1.68890015e-01  -2.26446512e-01]
 [  7.74095693e-02  -2.88800926e-01  -1.71050513e-01  -6.80909851e-02
   -1.27806138e-01  -3.01579321e-02   1.71066240e-01  -1.60106514e-01
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 [ -1.05751909e-01   2.18773721e-02   2.69796627e-01   1.58244002e-02
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   -9.61080038e-02  -4.09926769e-02]
 [ -3.35574609e-01  -1.26145642e-03   1.95999286e-02  -8.18793799e-03
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   -6.98817401e-02   8.79939203e-02]
 [  1.60710892e-01  -6.11461231e-03  -2.26435481e-01  -5.09442544e-02
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    2.13807621e-02  -1.60119767e-01]
 [  2.24709469e-01  -2.16365717e-01   6.96324345e-02  -3.69176990e-03
    8.07355027e-02  -4.40797453e-02   4.40083790e-02  -1.35283883e-01
    1.26522985e-01  -1.56402571e-01]
 [ -1.01028427e-01  -8.67293659e-02   1.22845514e-01   1.13550573e-01
    2.63736127e-02  -1.16366693e-01   2.43987207e-01  -7.83417175e-02
    1.82846282e-01   3.01066176e-03]
 [ -5.36043848e-02  -2.34854690e-01   1.76390683e-01  -3.35071059e-01
   -2.57242541e-01   1.40443865e-01   1.40478488e-01  -1.25784407e-01
   -2.76663728e-02   1.67116896e-01]]
[[ 0.61407465]
 [ 1.77154519]
 [ 0.22114945]
 [ 0.8755162 ]
 [-2.79227788]
 [-0.28747646]
 [-1.80828264]
 [ 0.05908648]
 [ 0.68036455]
 [ 0.86997451]]
Progress: 53.2% ... Training loss: 0.260 ... Validation loss: 0.444[[  1.73577195e-01   3.01864695e-01  -1.00416625e-01   1.14285947e-01
   -4.20742131e-01  -7.20742708e-02  -1.10412036e-01   1.20064721e-01
   -4.37000297e-02   2.23177796e-01]
 [  9.31551697e-03   1.22513907e-01  -2.07418406e-02   4.22066452e-02
    9.35013488e-02  -5.31376272e-03   3.39408811e-01   4.05118125e-02
    1.39720684e-01  -3.16774784e-02]
 [  2.15104126e-01   7.64130993e-01   1.45279498e-02  -4.30238914e-02
    8.35928551e-01  -2.68622969e-02  -9.87108600e-01  -4.10268496e-02
    7.09519275e-02   3.08151594e-01]
 [  6.26373320e-02  -4.48752227e-01  -1.87074852e-01   2.35295151e-01
   -2.50432269e-02   1.20846831e-01   2.63187638e-01   6.60736891e-02
    1.48768568e-01   3.23172580e-01]
 [ -3.12966373e-02   6.12436601e-02  -1.47831187e-01   4.60605054e-02
   -8.89856552e-02  -1.80254129e-01   1.14573798e-01  -1.16156043e-01
   -1.89841237e-01  -5.18918570e-02]
 [ -4.11561250e-01  -6.87204052e-01  -3.08366391e-01   1.26833019e-01
   -2.23666627e-01   4.84711845e-02   4.01941197e-01  -4.20366431e-02
   -5.14383413e-02  -5.83943146e-02]
 [  6.05909628e-04  -2.66765037e-01   1.13753040e-02   9.77154438e-02
   -5.52580456e-02  -7.38136441e-02   1.70187695e-01  -1.91458861e-01
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 [  1.04678585e-01  -3.20529439e-01   2.84486558e-02  -8.37720494e-02
   -4.36540068e-02  -4.57672068e-02   8.91700693e-02   1.15718165e-01
    7.49136070e-02  -2.64665930e-02]
 [ -1.74791053e-01  -1.99022236e-01  -3.01086682e-01  -1.54927365e-02
   -1.11057864e-01   6.63264236e-02  -7.98903731e-02  -2.96237481e-02
    2.73694543e-01  -1.28086688e-01]
 [  1.91212920e-02  -4.69947007e-01   6.77200359e-02  -4.98841570e-02
   -3.05653019e-01  -1.00720871e-01   2.23087169e-01  -1.14443940e-01
   -1.94370477e-02   4.84079813e-02]
 [ -7.66066626e-02  -1.47498260e-01   6.89409156e-03  -1.21799447e-01
   -1.48083980e-01   7.15336263e-03   2.37190288e-01  -1.02114728e-01
    5.75473401e-03  -1.01625913e-01]
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   -1.66357032e-01  -2.08075840e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91389071e-01  -3.52943377e-01   9.17721316e-02   2.04343330e-01
   -1.66169848e-01  -6.04862917e-02   1.14986802e-01  -2.62218173e-01
   -2.86038368e-01  -1.04161768e-01]
 [  8.90111584e-02  -2.19961320e-01  -2.72208207e-02   1.00566576e-01
   -5.34503864e-02  -8.39297153e-02   2.74611563e-01   1.14592506e-03
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 [  2.90125482e-02  -1.40391360e-01  -2.13589270e-01   1.36628999e-01
   -5.79696777e-02   8.46875153e-02  -7.66943851e-03  -2.09563323e-02
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[[ 0.60752749]
 [ 1.7672071 ]
 [ 0.21474392]
 [ 0.86954462]
 [-2.79229634]
 [-0.29205636]
 [-1.81356595]
 [ 0.054302  ]
 [ 0.6735882 ]
 [ 0.86402564]]
Progress: 53.2% ... Training loss: 0.264 ... Validation loss: 0.449[[  1.78331291e-01   3.11764386e-01  -9.87155717e-02   1.20863595e-01
   -4.34215604e-01  -7.44309324e-02  -1.21365610e-01   1.20490372e-01
   -3.83571933e-02   2.29711922e-01]
 [  9.44396638e-03   1.22685205e-01  -2.06899867e-02   4.24129048e-02
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 [  2.11800866e-01   7.63770606e-01   1.32625214e-02  -4.77578268e-02
    8.38159805e-01  -2.51920458e-02  -9.84059434e-01  -4.13457850e-02
    6.71928331e-02   3.03353948e-01]
 [  6.37155317e-02  -4.48647090e-01  -1.86704088e-01   2.36722006e-01
   -2.68649809e-02   1.20459817e-01   2.61067855e-01   6.61541253e-02
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   -1.90620908e-01  -5.23729418e-02]
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   -4.80581485e-02  -5.42939132e-02]
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   -1.65862301e-01  -2.07485086e-01]
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   -1.82258242e-01  -3.81172077e-01]
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   -3.64741410e-01  -2.20381500e-01]
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 [  5.44261419e-02   1.29564605e-01   2.56398315e-01   2.55586967e-01
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   -1.31463412e-01  -2.80558188e-01]
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 [  3.13937765e-02   1.02428223e-01   2.44134880e-01   7.51066180e-02
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   -1.85193190e-01   1.07716341e-01]
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   -2.49505633e-01   6.49374552e-02   2.05463418e-02  -2.70955838e-01
   -1.34928757e-02  -8.27349019e-02]
 [ -5.75620766e-03   1.26532050e-01   8.55025811e-02  -2.84848161e-02
   -7.34976377e-02   1.77870391e-01   6.25067053e-02   1.18154712e-01
   -1.88561676e-02   1.74786616e-01]
 [  2.22677639e-01   9.11233587e-02   2.82147686e-02   7.72399229e-02
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   -5.69743338e-02  -2.33584132e-02]
 [  5.18767346e-02   5.09726395e-02   2.00376187e-02   5.22138970e-02
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 [  2.46821251e-01   3.34180559e-01   2.46239748e-01   1.50106779e-01
   -5.36438692e-01   8.06621185e-02  -2.28832811e-01   1.62091524e-01
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 [  7.17754699e-03  -4.30066605e-01  -1.28996588e-01  -1.65746096e-01
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 [  7.72282423e-02  -2.89716139e-01  -1.71136868e-01  -6.83503479e-02
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 [ -1.04754532e-01   2.39046300e-02   2.70164592e-01   1.72677354e-02
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   -9.50465807e-02  -3.95425199e-02]
 [ -3.34997730e-01  -6.84712194e-04   1.98104680e-02  -7.34226324e-03
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   -6.91991356e-02   8.89137272e-02]
 [  1.61183457e-01  -5.83961065e-03  -2.26273963e-01  -5.01970351e-02
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    2.19149701e-02  -1.59422108e-01]
 [  2.25568457e-01  -2.15763907e-01   6.99276905e-02  -2.51893605e-03
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    1.27415631e-01  -1.55342525e-01]
 [ -1.00073990e-01  -8.54112022e-02   1.23179884e-01   1.14728049e-01
    2.40909346e-02  -1.16808133e-01   2.42489241e-01  -7.82575441e-02
    1.83866041e-01   4.32352612e-03]
 [ -5.21121239e-02  -2.31110608e-01   1.76837153e-01  -3.33137063e-01
   -2.63223431e-01   1.39786758e-01   1.35908358e-01  -1.25682161e-01
   -2.59284963e-02   1.69034244e-01]]
[[ 0.62838801]
 [ 1.77911165]
 [ 0.23775632]
 [ 0.89376348]
 [-2.7810683 ]
 [-0.27109434]
 [-1.7812869 ]
 [ 0.07564555]
 [ 0.69637129]
 [ 0.88733797]]
Progress: 53.3% ... Training loss: 0.264 ... Validation loss: 0.453[[  1.78122883e-01   3.10786166e-01  -9.87461572e-02   1.20574729e-01
   -4.32742798e-01  -7.43637104e-02  -1.19479180e-01   1.20489467e-01
   -3.85155496e-02   2.29477294e-01]
 [  9.11018521e-03   1.21741150e-01  -2.08256202e-02   4.19140497e-02
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    1.39453442e-01  -3.19901754e-02]
 [  2.13458121e-01   7.65767515e-01   1.39975739e-02  -4.49583488e-02
    8.32784333e-01  -2.59899477e-02  -9.85438447e-01  -4.11121661e-02
    6.93165340e-02   3.05878208e-01]
 [  6.31507148e-02  -4.49553776e-01  -1.86909480e-01   2.35916913e-01
   -2.36589726e-02   1.20729302e-01   2.62236083e-01   6.60519457e-02
    1.49381318e-01   3.23889567e-01]
 [ -3.23710782e-02   6.32627321e-02  -1.48117122e-01   4.47088310e-02
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   -1.91187274e-01  -5.30700651e-02]
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   -4.81831936e-02  -5.44461584e-02]
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   -5.14935377e-02  -4.65605103e-02   8.61575158e-02   1.15907918e-01
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   -1.09441542e-01   6.63575473e-02  -7.88779116e-02  -2.96883340e-02
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 [  2.33799008e-02  -4.64095843e-01   6.91857284e-02  -4.38995945e-02
   -3.19374678e-01  -1.02932314e-01   2.16324974e-01  -1.14100223e-01
   -1.45765130e-02   5.44634572e-02]
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   -1.66155588e-01  -2.07837188e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90261981e-01  -3.51242293e-01   9.21873561e-02   2.05861679e-01
   -1.67157411e-01  -6.10555031e-02   1.12979030e-01  -2.62121278e-01
   -2.84730349e-01  -1.02543483e-01]
 [  9.00186365e-02  -2.19245572e-01  -2.68530231e-02   1.01979818e-01
   -5.63605942e-02  -8.44081899e-02   2.73683414e-01   1.25004932e-03
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 [  3.00094244e-02  -1.38587096e-01  -2.13233727e-01   1.38096741e-01
   -6.12402152e-02   8.41513215e-02  -9.97571643e-03  -2.08797705e-02
   -9.51913722e-02  -1.13328909e-02]
 [ -1.15143357e-01  -8.65567444e-02  -1.99533874e-01   1.66397456e-01
   -6.15778210e-03   1.31222639e-01  -2.30716370e-04  -2.50258127e-01
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 [ -5.71866209e-02  -5.76257160e-02   2.79599881e-01   1.16216293e-01
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 [  6.39868935e-02  -9.94569405e-03   8.85887173e-02   9.00830797e-02
   -1.71627283e-03  -1.74617649e-02   1.83203666e-01   1.20021657e-01
   -2.35240963e-02  -5.38589759e-02]
 [  1.48582733e-02  -1.35000148e-01  -2.91750607e-01  -4.82527197e-02
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 [  5.75578081e-02  -4.08236368e-02  -1.12422002e-01   6.12673977e-02
   -1.78315858e-01   3.16067167e-01   2.66103467e-01   2.04973304e-01
   -1.46968707e-01  -4.56916325e-02]
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   -1.22492267e-01  -3.30330119e-01   1.31160550e-01   8.25838365e-03
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   -6.53213320e-02  -2.05183886e-01  -4.05012102e-02  -2.03878562e-02
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   -1.39631384e-02   3.48716237e-02]
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   -1.82109798e-01  -3.80977765e-01]
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 [  1.07920077e-02  -5.27663710e-01  -4.42599684e-02  -1.07129056e-01
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   -3.64933021e-01  -2.20625350e-01]
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   -9.14588488e-02  -1.38081440e-01]
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   -2.60888472e-01  -2.96618661e-02]
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   -2.29408174e-02  -1.34218497e-01]
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 [  3.47241127e-01   3.27838685e-01  -8.34266905e-02   2.96608052e-01
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 [  5.48691812e-02   1.30227325e-01   2.56566132e-01   2.56163343e-01
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   -1.30965372e-01  -2.79945449e-01]
 [  1.69903450e-02  -9.90649029e-02  -1.22408780e-01  -6.49494917e-02
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 [  4.53132881e-03  -4.33043330e-02  -6.67598416e-02  -4.93735040e-02
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   -1.85521487e-01   1.07314112e-01]
 [  7.79506344e-02   6.77039383e-02   1.08586105e-01   1.14988261e-02
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   -1.39640413e-02  -8.33256930e-02]
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   -1.97387243e-02   1.73622750e-01]
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   -5.69071614e-02  -2.32694554e-02]
 [  5.19162518e-02   5.10678090e-02   2.00531645e-02   5.22728791e-02
   -4.74644099e-01  -1.26827747e-01  -2.46810812e-01   4.17110624e-02
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 [  6.15861074e-02   4.99758079e-01   1.28683331e-01   4.43307836e-01
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   -5.35785713e-01   8.07569721e-02  -2.28298161e-01   1.62064057e-01
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   -2.11323232e-01   2.80423717e-02]
 [  7.26576010e-03  -4.29879443e-01  -1.28961169e-01  -1.65612060e-01
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   -1.68332797e-01  -2.25790481e-01]
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   -1.32840095e-01  -3.00945721e-02   1.70993511e-01  -1.60124299e-01
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   -9.48610732e-02  -3.93964604e-02]
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   -6.96961116e-02   8.83053271e-02]
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    1.27529873e-01  -1.55252705e-01]
 [ -1.00288006e-01  -8.64764318e-02   1.23103773e-01   1.14401575e-01
    2.50085118e-02  -1.16717034e-01   2.43439939e-01  -7.82780559e-02
    1.83619759e-01   4.03807449e-03]
 [ -5.24560249e-02  -2.31430630e-01   1.76722171e-01  -3.33577816e-01
   -2.61884179e-01   1.39936333e-01   1.36748904e-01  -1.25723527e-01
   -2.63259804e-02   1.68543814e-01]]
[[ 0.6221647 ]
 [ 1.77655705]
 [ 0.23201612]
 [ 0.88563049]
 [-2.78652749]
 [-0.27838275]
 [-1.79486314]
 [ 0.068369  ]
 [ 0.68859537]
 [ 0.88072057]]
Progress: 53.4% ... Training loss: 0.259 ... Validation loss: 0.445[[  1.75863070e-01   3.05518825e-01  -9.95680396e-02   1.17475073e-01
   -4.22699293e-01  -7.33229404e-02  -1.13323489e-01   1.20240499e-01
   -4.10469887e-02   2.26453570e-01]
 [  9.00754402e-03   1.21482999e-01  -2.08686835e-02   4.17498483e-02
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 [  2.12667856e-01   7.64020933e-01   1.37527620e-02  -4.59936941e-02
    8.37111740e-01  -2.56831198e-02  -9.83520215e-01  -4.11952911e-02
    6.84454194e-02   3.04881038e-01]
 [  6.15525700e-02  -4.52994145e-01  -1.87490947e-01   2.34094499e-01
   -1.92384626e-02   1.21315840e-01   2.67245140e-01   6.58832753e-02
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 [ -3.18859981e-02   6.42070620e-02  -1.47937951e-01   4.53133916e-02
   -9.08979950e-02  -1.80132296e-01   1.12875716e-01  -1.16193740e-01
   -1.90394035e-01  -5.22714458e-02]
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   -2.29005302e-01   4.72927412e-02   3.99005184e-01  -4.18270481e-02
   -4.86298343e-02  -5.50668993e-02]
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   -1.67870731e-01  -2.09933333e-01]
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   -2.84923517e-01  -1.02826587e-01]
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 [  6.38462870e-02  -1.07572421e-02   8.85188329e-02   8.98836356e-02
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   -2.37088615e-02  -5.39933171e-02]
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 [  3.47676055e-01   3.29199090e-01  -8.32480744e-02   2.97294293e-01
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 [  5.48190197e-02   1.29966550e-01   2.56546047e-01   2.56052995e-01
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   -1.86600245e-01   1.06046304e-01]
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   -1.40204520e-02  -8.34304523e-02]
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   -1.99057487e-02   1.73420194e-01]
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   -9.46498606e-02  -3.91905055e-02]
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   -7.02026505e-02   8.78535432e-02]
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    1.83254225e-01   3.66474157e-03]
 [ -5.32374103e-02  -2.33064425e-01   1.76442547e-01  -3.34727518e-01
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   -2.71089106e-02   1.67557707e-01]]
[[ 0.61269932]
 [ 1.77122882]
 [ 0.22308291]
 [ 0.87613091]
 [-2.79614417]
 [-0.28776208]
 [-1.80674975]
 [ 0.0590779 ]
 [ 0.67953538]
 [ 0.87023746]]
Progress: 53.4% ... Training loss: 0.261 ... Validation loss: 0.444[[  1.76565947e-01   3.07487528e-01  -9.92454671e-02   1.18633739e-01
   -4.27004586e-01  -7.37294782e-02  -1.14629062e-01   1.20325974e-01
   -3.99379302e-02   2.27632523e-01]
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 [  2.13163895e-01   7.66394140e-01   1.40133977e-02  -4.49827693e-02
    8.34248350e-01  -2.59959408e-02  -9.87671533e-01  -4.11258962e-02
    6.91427966e-02   3.05665419e-01]
 [  6.24528331e-02  -4.51243017e-01  -1.87079555e-01   2.35493701e-01
   -2.44302695e-02   1.20941565e-01   2.66513305e-01   6.59728606e-02
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 [ -2.93485853e-02   7.23307663e-02  -1.46914412e-01   4.93380064e-02
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   -1.87493029e-01  -4.85272305e-02]
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   -4.93778221e-02  -5.58602464e-02]
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   -5.57891480e-02  -4.69688009e-02   8.37812580e-02   1.15978704e-01
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   -1.68254630e-01  -2.10308086e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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   -2.85448346e-01  -1.03449710e-01]
 [  8.99628609e-02  -2.20104256e-01  -2.68799386e-02   1.01940258e-01
   -5.67771213e-02  -8.44078838e-02   2.74666707e-01   1.25239350e-03
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[[ 0.61293455]
 [ 1.77044831]
 [ 0.22231993]
 [ 0.87424942]
 [-2.79348475]
 [-0.28845415]
 [-1.80711302]
 [ 0.05819715]
 [ 0.67705594]
 [ 0.86952647]]
Progress: 53.5% ... Training loss: 0.261 ... Validation loss: 0.444[[  1.75676166e-01   3.05163035e-01  -9.95883649e-02   1.17263553e-01
   -4.23997316e-01  -7.33315931e-02  -1.12305825e-01   1.20236008e-01
   -4.09661944e-02   2.26245137e-01]
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 [  2.12060110e-01   7.63666155e-01   1.35519697e-02  -4.68652828e-02
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   -4.96983617e-02  -5.64847172e-02]
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 [  5.52257039e-02   1.30148352e-01   2.56702503e-01   2.56441811e-01
   -6.63800516e-02  -2.00094343e-01  -1.89636467e-01  -1.32381563e-01
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 [  3.01938597e-02   9.97530011e-02   2.43693820e-01   7.34068573e-02
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   -1.86519249e-01   1.06148474e-01]
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   -2.45693693e-01   6.53948023e-02   2.30746654e-02  -2.71054208e-01
   -1.45874131e-02  -8.41614411e-02]
 [ -6.49205208e-03   1.24580768e-01   8.52414161e-02  -2.94899905e-02
   -6.97120264e-02   1.78157212e-01   6.49169530e-02   1.18070366e-01
   -1.95873775e-02   1.73789552e-01]
 [  2.22752369e-01   9.11388613e-02   2.82721052e-02   7.74152333e-02
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   -5.67201576e-02  -2.32453031e-02]
 [  5.19183842e-02   5.10634550e-02   2.00539925e-02   5.22257639e-02
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 [  2.46558903e-01   3.34122243e-01   2.46126546e-01   1.49746870e-01
   -5.36922319e-01   8.07688221e-02  -2.28693674e-01   1.62054920e-01
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 [  7.82590373e-03  -4.28866438e-01  -1.28754909e-01  -1.64784228e-01
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   -1.67697391e-01  -2.25003132e-01]
 [  7.56633380e-02  -2.93777647e-01  -1.71762155e-01  -7.06756816e-02
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 [ -1.05098259e-01   2.20227893e-02   2.70045538e-01   1.68294157e-02
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   -9.52852381e-02  -3.99851754e-02]
 [ -3.34870283e-01  -1.20745178e-03   1.98856682e-02  -6.93082639e-03
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   -6.89441337e-02   8.95593792e-02]
 [  1.58579132e-01  -1.35627939e-02  -2.27262846e-01  -5.39110433e-02
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    1.89649547e-02  -1.63018331e-01]
 [  2.26303428e-01  -2.14580596e-01   7.02709946e-02  -1.24049645e-03
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    1.28381652e-01  -1.54389557e-01]
 [ -9.92500728e-02  -8.41642574e-02   1.23514358e-01   1.15787306e-01
    2.06833107e-02  -1.17247875e-01   2.40560072e-01  -7.81831006e-02
    1.84604702e-01   5.44960149e-03]
 [ -5.50635716e-02  -2.36549567e-01   1.75750003e-01  -3.37416008e-01
   -2.58052048e-01   1.41207890e-01   1.42499558e-01  -1.26000336e-01
   -2.90400237e-02   1.64778573e-01]]
[[ 0.61067088]
 [ 1.76432311]
 [ 0.22001454]
 [ 0.87497768]
 [-2.79186138]
 [-0.28569025]
 [-1.80341273]
 [ 0.06062146]
 [ 0.67785905]
 [ 0.87034125]]
Progress: 53.5% ... Training loss: 0.260 ... Validation loss: 0.450[[  1.76913097e-01   3.08715647e-01  -9.90284734e-02   1.19344167e-01
   -4.30037957e-01  -7.39753614e-02  -1.15798398e-01   1.20375013e-01
   -3.94369068e-02   2.28002123e-01]
 [  9.23489850e-03   1.21741410e-01  -2.07703418e-02   4.22060455e-02
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    1.39682732e-01  -3.17444073e-02]
 [  2.14061991e-01   7.69872374e-01   1.43534483e-02  -4.38407525e-02
    8.34464124e-01  -2.63326442e-02  -9.91719630e-01  -4.10497159e-02
    7.03725935e-02   3.06568552e-01]
 [  6.93559044e-02  -4.35929390e-01  -1.84596683e-01   2.45483858e-01
   -4.52610597e-02   1.17763143e-01   2.49768494e-01   6.66204626e-02
    1.55882925e-01   3.33153734e-01]
 [ -3.48728079e-02   6.10985241e-02  -1.49071333e-01   4.14427731e-02
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   -1.93092283e-01  -5.63185497e-02]
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   -2.34357012e-01   4.71823958e-02   4.00285574e-01  -4.18107715e-02
   -4.85192529e-02  -5.49881942e-02]
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   -6.58226495e-02  -4.80517419e-02   7.77748723e-02   1.16205741e-01
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   -1.06376283e-01   6.70933776e-02  -7.40758619e-02  -2.98474047e-02
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 [  2.37141422e-02  -4.62866153e-01   6.92884915e-02  -4.35701931e-02
   -3.28826415e-01  -1.03143499e-01   2.13977152e-01  -1.14088010e-01
   -1.36747165e-02   5.45001747e-02]
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   -1.51322417e-01   6.69009186e-03   2.37747147e-01  -1.02006431e-01
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   -1.68904625e-01  -2.11126341e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91084525e-01  -3.52577732e-01   9.18571762e-02   2.04725262e-01
   -1.66310445e-01  -6.06618737e-02   1.14538661e-01  -2.62205070e-01
   -2.85683069e-01  -1.03802085e-01]
 [  8.94795466e-02  -2.21900777e-01  -2.70565245e-02   1.01312057e-01
   -5.59861915e-02  -8.42158153e-02   2.76308781e-01   1.20884855e-03
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 [  3.06931502e-02  -1.37056468e-01  -2.12954225e-01   1.39127779e-01
   -6.66982709e-02   8.37595990e-02  -1.16414960e-02  -2.08072131e-02
   -9.43970260e-02  -1.02923157e-02]
 [ -1.14622737e-01  -8.67311285e-02  -1.99341846e-01   1.67038686e-01
   -8.14271754e-03   1.31050277e-01  -6.84021481e-04  -2.50210637e-01
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 [ -5.87150271e-02  -6.15164973e-02   2.79033432e-01   1.14009021e-01
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    8.75825617e-02   5.66386109e-02]
 [  6.32198172e-02  -1.25776287e-02   8.82540492e-02   8.87034475e-02
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   -2.45123391e-02  -5.51152514e-02]
 [  1.56558708e-02  -1.32441848e-01  -2.91456051e-01  -4.69484217e-02
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    1.12491423e-01  -2.63278536e-02]
 [  5.88676166e-02  -3.75993363e-02  -1.11840754e-01   6.35625153e-02
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   -1.45335993e-01  -4.35893593e-02]
 [  7.29923396e-03  -1.18505924e-02   1.24547606e-01   1.15462485e-01
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 [  1.10143546e-01   7.02889279e-02  -4.42204150e-02  -9.84272884e-02
   -1.19649535e-01  -3.29921959e-01   1.33553373e-01   8.17031017e-03
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   -1.29273647e-02   3.62885565e-02]
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   -1.82311741e-01  -3.81320597e-01]
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    3.16603698e-02  -3.86280864e-01]
 [  1.05772854e-02  -5.28758358e-01  -4.43575823e-02  -1.07432475e-01
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   -3.65203770e-01  -2.20956458e-01]
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   -6.90601819e-02   8.68848847e-02]
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   -9.05523646e-02  -1.36920754e-01]
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   -2.60323163e-01  -2.90044564e-02]
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   -2.29257167e-02  -1.34151142e-01]
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 [  3.46139689e-01   3.25202274e-01  -8.37671471e-02   2.95110877e-01
   -8.39403302e-01  -2.82298957e-01  -4.68305103e-01   1.75990578e-01
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 [  5.55154661e-02   1.30533642e-01   2.56803224e-01   2.56796378e-01
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   -1.30267004e-01  -2.79011350e-01]
 [  1.72308920e-02  -9.89474394e-02  -1.22351555e-01  -6.46598370e-02
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 [  4.63283897e-03  -4.30601342e-02  -6.67425853e-02  -4.93402039e-02
   -3.43797996e-02  -1.80263698e-01   6.69924982e-02   9.99126301e-03
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 [  2.94695956e-02   9.78778239e-02   2.43423549e-01   7.23343117e-02
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   -1.87365045e-01   1.05147081e-01]
 [  7.73496877e-02   6.65023734e-02   1.08380875e-01   1.06486347e-02
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   -1.95711274e-02   1.73811357e-01]
 [  2.22690860e-01   9.10447951e-02   2.82456163e-02   7.72943520e-02
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   -5.68285446e-02  -2.33646264e-02]
 [  5.18135868e-02   5.10613212e-02   2.00198731e-02   5.20356298e-02
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 [  6.11853932e-02   4.97637884e-01   1.28572558e-01   4.42961150e-01
   -1.31109758e+00  -3.03054868e-01  -5.64574147e-01  -7.08195608e-02
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   -5.37202265e-01   8.06801268e-02  -2.29132398e-01   1.62073572e-01
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   -3.28453870e-02   5.03178516e-02]
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   -2.10827296e-01   2.86523476e-02]
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   -1.67960890e-01  -2.25344306e-01]
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   -1.27773661e-01  -2.88310617e-02   1.78996941e-01  -1.60399735e-01
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   -9.36034664e-02  -3.80200852e-02]
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    7.92664046e-02  -3.07689698e-01   7.35535875e-02  -1.65002799e-01
    1.99591351e-02  -1.61863449e-01]
 [  2.26345382e-01  -2.14291102e-01   7.03185518e-02  -1.09191892e-03
    7.19258104e-02  -4.49527491e-02   4.17846714e-02  -1.35108339e-01
    1.28490393e-01  -1.54277880e-01]
 [ -9.83291512e-02  -8.29271510e-02   1.23845144e-01   1.17004586e-01
    1.88227712e-02  -1.17677860e-01   2.38524990e-01  -7.80891831e-02
    1.85406604e-01   6.77614419e-03]
 [ -5.51840993e-02  -2.36285841e-01   1.75702126e-01  -3.37662485e-01
   -2.59486180e-01   1.41288712e-01   1.42474856e-01  -1.26016224e-01
   -2.92572909e-02   1.64481347e-01]]
[[ 0.61970991]
 [ 1.7707887 ]
 [ 0.22808451]
 [ 0.88336342]
 [-2.78250933]
 [-0.27701493]
 [-1.79524129]
 [ 0.06891885]
 [ 0.68699582]
 [ 0.88016507]]
Progress: 53.5% ... Training loss: 0.259 ... Validation loss: 0.449[[  1.78271650e-01   3.13932799e-01  -9.85149898e-02   1.21125182e-01
   -4.31856749e-01  -7.45769878e-02  -1.21199841e-01   1.20508125e-01
   -3.81935999e-02   2.29989334e-01]
 [  9.15772802e-03   1.21553438e-01  -2.08026134e-02   4.20809424e-02
    9.30181018e-02  -5.27690710e-03   3.39964862e-01   4.04934472e-02
    1.39585974e-01  -3.18557040e-02]
 [  2.14891056e-01   7.70435084e-01   1.46673447e-02  -4.26180371e-02
    8.33596063e-01  -2.67490792e-02  -9.93048685e-01  -4.09737415e-02
    7.11353073e-02   3.07717066e-01]
 [  6.96909629e-02  -4.34494519e-01  -1.84373849e-01   2.46481975e-01
   -4.89564081e-02   1.17526454e-01   2.48744103e-01   6.66965520e-02
    1.56355484e-01   3.33771886e-01]
 [ -3.63608861e-02   5.51479064e-02  -1.49643651e-01   3.93177461e-02
   -7.85015745e-02  -1.78301674e-01   1.24814306e-01  -1.16627280e-01
   -1.94454279e-01  -5.83326172e-02]
 [ -4.09729643e-01  -6.86671595e-01  -3.07717902e-01   1.29322406e-01
   -2.32105195e-01   4.74451429e-02   4.01051894e-01  -4.18733880e-02
   -4.91086485e-02  -5.57247005e-02]
 [  1.83425486e-04  -2.70937439e-01   1.11574326e-02   9.68091569e-02
   -5.43392719e-02  -7.36704812e-02   1.72064147e-01  -1.91554926e-01
    2.05291559e-01   5.41358461e-02]
 [  1.08670079e-01  -3.08890278e-01   3.01156276e-02  -7.71684734e-02
   -6.33562779e-02  -4.78527635e-02   7.80186780e-02   1.16146848e-01
    7.94260329e-02  -2.07488758e-02]
 [ -1.77440379e-01  -2.06786681e-01  -3.02081243e-01  -1.92462391e-02
   -1.02482278e-01   6.75385583e-02  -7.24731188e-02  -2.99561083e-02
    2.70850430e-01  -1.31805895e-01]
 [  2.21713191e-02  -4.64785294e-01   6.87462341e-02  -4.59216029e-02
   -3.22059524e-01  -1.02491872e-01   2.15623561e-01  -1.14277149e-01
   -1.55739994e-02   5.23851444e-02]
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   -1.57211598e-01   5.93261103e-03   2.32908610e-01  -1.01803566e-01
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   -1.69446729e-01  -2.11871729e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90991707e-01  -3.52428412e-01   9.18779917e-02   2.04667574e-01
   -1.66225290e-01  -6.06770160e-02   1.14377305e-01  -2.62198008e-01
   -2.85587340e-01  -1.03676731e-01]
 [  8.93957283e-02  -2.21865398e-01  -2.70919183e-02   1.01174250e-01
   -5.57470835e-02  -8.41706404e-02   2.76317063e-01   1.19730692e-03
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 [  3.02068013e-02  -1.38222635e-01  -2.13124719e-01   1.38496841e-01
   -6.54768820e-02   8.39934904e-02  -1.03553176e-02  -2.08613000e-02
   -9.49305004e-02  -1.09853142e-02]
 [ -1.14040221e-01  -8.49468779e-02  -1.99119867e-01   1.67865453e-01
   -9.49866533e-03   1.30783941e-01  -2.53262464e-03  -2.50161409e-01
    8.05393593e-02  -1.82857762e-01]
 [ -5.79669792e-02  -5.98062894e-02   2.79321253e-01   1.15057013e-01
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    8.84069888e-02   5.76567423e-02]
 [  6.34514738e-02  -1.19297006e-02   8.83317305e-02   8.89744345e-02
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   -2.42931239e-02  -5.48326980e-02]
 [  1.52152339e-02  -1.33699778e-01  -2.91607503e-01  -4.75125777e-02
    4.58673184e-02  -9.46769752e-02   9.18291774e-02   1.62751653e-01
    1.12004313e-01  -2.69021215e-02]
 [  5.81762039e-02  -3.90729991e-02  -1.12119760e-01   6.24639282e-02
   -1.81749980e-01   3.15698602e-01   2.64619498e-01   2.05041879e-01
   -1.46174394e-01  -4.46073924e-02]
 [  7.52690479e-03  -1.07896767e-02   1.24706414e-01   1.16003446e-01
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 [  1.10130717e-01   7.08821428e-02  -4.42518579e-02  -9.84362081e-02
   -1.19328248e-01  -3.29884058e-01   1.32960185e-01   8.16501737e-03
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 [ -1.06614033e-01  -8.26515882e-02  -1.68645351e-02   1.95762430e-02
   -6.18104156e-02  -2.04276678e-01  -3.54823433e-02  -2.05816705e-02
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 [ -1.62859958e-01  -1.34944349e-01  -2.04477747e-01  -2.40382463e-02
   -3.21901578e-01   1.46186128e-03   6.70934035e-02  -2.58082660e-02
   -1.30288170e-02   3.61877800e-02]
 [ -3.15723244e-02  -1.56635133e-01  -7.53426031e-02  -1.26725282e-01
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   -1.82121013e-01  -3.81063213e-01]
 [ -1.58239633e-02  -4.65526732e-01  -3.07966443e-02  -7.09835843e-02
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    3.11253968e-02  -3.86946709e-01]
 [  1.03434503e-02  -5.29380259e-01  -4.44521775e-02  -1.07800157e-01
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   -3.65486543e-01  -2.21313119e-01]
 [ -1.75161769e-01  -6.59047239e-01  -1.09763525e-02  -2.05235415e-01
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   -6.93450390e-02   8.65220449e-02]
 [ -3.02024208e-01  -4.85012469e-01   5.42897911e-02  -4.96197759e-02
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   -9.01766776e-02  -1.36488628e-01]
 [ -2.12115243e-01  -3.62554998e-01   2.50192101e-01  -2.45886599e-01
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   -2.60255286e-01  -2.89371795e-02]
 [ -1.45145498e-01  -2.69249352e-01  -1.86085038e-01  -1.19000299e-01
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   -2.30086010e-02  -1.34239629e-01]
 [  1.01159128e-01   2.72865784e-01   1.59684206e-01  -1.05793563e-01
   -1.09536472e-01   5.45528100e-02  -1.67094211e-01   2.81077985e-01
    6.26828078e-02   1.69929044e-01]
 [  3.48284684e-01   3.30901272e-01  -8.29490731e-02   2.98211433e-01
   -8.44121644e-01  -2.83259535e-01  -4.74134672e-01   1.76242045e-01
    3.85851087e-01  -2.73974863e-02]
 [  5.51391618e-02   1.29502522e-01   2.56668750e-01   2.56282345e-01
   -6.56003229e-02  -2.00083224e-01  -1.89241580e-01  -1.32391615e-01
   -1.30685691e-01  -2.79513361e-01]
 [  1.71299944e-02  -9.90712674e-02  -1.22390825e-01  -6.48168832e-02
    2.29902589e-01   4.20159754e-02   4.08986796e-03  -1.85989020e-01
    2.41924952e-02   1.96788680e-01]
 [  4.51760720e-03  -4.30554287e-02  -6.68020436e-02  -4.95449926e-02
   -3.40483614e-02  -1.80217941e-01   6.70923934e-02   9.97819839e-03
    3.76258517e-02   5.35652827e-03]
 [  2.84850845e-02   9.53743430e-02   2.43053457e-01   7.08712315e-02
   -2.16709127e-01  -1.36402867e-01   8.80533961e-02   3.89956749e-02
   -1.88495837e-01   1.03738396e-01]
 [  7.80113140e-02   6.83615403e-02   1.08631796e-01   1.16298042e-02
   -2.48695720e-01   6.50932444e-02   2.08800128e-02  -2.70995066e-01
   -1.38836841e-02  -8.32057409e-02]
 [ -6.94245576e-03   1.23915309e-01   8.50810668e-02  -3.01992333e-02
   -6.80748553e-02   1.78364136e-01   6.54730862e-02   1.18020582e-01
   -2.01207768e-02   1.73181108e-01]
 [  2.22814529e-01   9.12601459e-02   2.82773988e-02   7.74338345e-02
    1.51551018e-02  -2.45102026e-02  -2.06016956e-01   1.48032474e-01
   -5.67407280e-02  -2.32669389e-02]
 [  5.17839895e-02   5.09736536e-02   2.00070805e-02   5.19849360e-02
   -4.74064308e-01  -1.26741831e-01  -2.47028775e-01   4.16931498e-02
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 [  6.12390799e-02   4.97561731e-01   1.28612234e-01   4.43099293e-01
   -1.31189945e+00  -3.03064269e-01  -5.64516230e-01  -7.08183280e-02
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 [  1.80477626e-01   4.99268742e-01   6.89622823e-02   4.38550957e-01
   -1.09499972e+00  -8.32251208e-02  -4.33256470e-01   1.51416286e-01
    2.20117937e-01   4.81917677e-01]
 [  2.46848241e-01   3.34671042e-01   2.46230963e-01   1.50206837e-01
   -5.38125021e-01   8.06485823e-02  -2.29461200e-01   1.62082380e-01
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 [ -7.41831090e-02   2.42996482e-01   2.40804142e-01   1.57664262e-02
   -7.93285999e-02   1.30979360e-01  -1.16131404e-01  -1.53449320e-02
   -3.31430043e-02   4.99438928e-02]
 [ -1.01806840e-01   1.10772808e-02   2.31901657e-02   8.92247061e-02
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   -2.77116893e-01  -9.55285339e-02]
 [ -2.25624321e-01  -4.84470721e-02  -9.55657904e-02  -3.50154737e-01
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   -2.11211238e-01   2.81799305e-02]
 [  7.57796056e-03  -4.29604629e-01  -1.28853637e-01  -1.65167910e-01
    3.74819724e-01   2.61548563e-02   2.03754824e-01   1.51979528e-01
   -1.68001811e-01  -2.25380890e-01]
 [  7.56715431e-02  -2.93881327e-01  -1.71731553e-01  -7.05288650e-02
   -1.32775514e-01  -2.92717006e-02   1.76275386e-01  -1.60304966e-01
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 [ -1.03798697e-01   2.51547463e-02   2.70536942e-01   1.88164567e-02
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   -9.37615926e-02  -3.82216335e-02]
 [ -3.35618426e-01  -2.66271114e-03   1.95893574e-02  -7.99420072e-03
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   -6.98413156e-02   8.84207328e-02]
 [  1.59095096e-01  -1.19122417e-02  -2.27073447e-01  -5.30738244e-02
    8.04951060e-02  -3.07590326e-01   7.36735684e-02  -1.65032358e-01
    1.95545180e-02  -1.62280746e-01]
 [  2.26382060e-01  -2.13259301e-01   7.03765475e-02  -9.95521498e-04
    7.35405527e-02  -4.49749777e-02   4.07256723e-02  -1.35103076e-01
    1.28386736e-01  -1.54232836e-01]
 [ -9.80181857e-02  -8.31245750e-02   1.23975506e-01   1.17407400e-01
    1.90271859e-02  -1.17809325e-01   2.38436610e-01  -7.80543922e-02
    1.85741612e-01   7.26512291e-03]
 [ -5.54453009e-02  -2.36151994e-01   1.75601830e-01  -3.38086543e-01
   -2.60796902e-01   1.41426711e-01   1.42541321e-01  -1.26050731e-01
   -2.95598807e-02   1.64016266e-01]]
[[ 0.62184846]
 [ 1.77287508]
 [ 0.22788026]
 [ 0.88449321]
 [-2.78578373]
 [-0.27827607]
 [-1.7996838 ]
 [ 0.06757101]
 [ 0.68987995]
 [ 0.88009695]]
Progress: 53.6% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.75335453e-01   3.08506669e-01  -9.95942408e-02   1.17080734e-01
   -4.24127522e-01  -7.32467677e-02  -1.15169552e-01   1.20179791e-01
   -4.12665505e-02   2.26132525e-01]
 [  9.06738854e-03   1.21156991e-01  -2.08390496e-02   4.19675859e-02
    9.25515456e-02  -5.23597510e-03   3.40370190e-01   4.04830099e-02
    1.39484346e-01  -3.20653493e-02]
 [  2.15566492e-01   7.70596926e-01   1.49068800e-02  -4.15007180e-02
    8.36824040e-01  -2.71485162e-02  -9.94030600e-01  -4.08939169e-02
    7.19173717e-02   3.08995928e-01]
 [  6.51723702e-02  -4.46199677e-01  -1.85947832e-01   2.40641969e-01
   -3.48254031e-02   1.19483193e-01   2.61605961e-01   6.62393760e-02
    1.51889801e-01   3.28174805e-01]
 [ -3.52776276e-02   5.68962214e-02  -1.49302527e-01   4.08360688e-02
   -8.09409951e-02  -1.78770191e-01   1.22782366e-01  -1.16533273e-01
   -1.93569417e-01  -5.71815647e-02]
 [ -4.10477790e-01  -6.87501699e-01  -3.08004888e-01   1.28287257e-01
   -2.33281237e-01   4.78083926e-02   4.01871685e-01  -4.19628518e-02
   -5.00077502e-02  -5.69333214e-02]
 [ -1.11618456e-04  -2.71851198e-01   1.10247252e-02   9.63139884e-02
   -5.34053548e-02  -7.34933513e-02   1.73155670e-01  -1.91606506e-01
    2.05000755e-01   5.38486483e-02]
 [  1.08237515e-01  -3.09254158e-01   2.99501897e-02  -7.75866793e-02
   -6.18321328e-02  -4.77240880e-02   7.82783920e-02   1.16096788e-01
    7.89422085e-02  -2.13158940e-02]
 [ -1.77649325e-01  -2.07235985e-01  -3.02158083e-01  -1.95030688e-02
   -1.02389937e-01   6.76442866e-02  -7.16384377e-02  -2.99722012e-02
    2.70851938e-01  -1.31996938e-01]
 [  2.10384311e-02  -4.66272658e-01   6.82683747e-02  -4.77214086e-02
   -3.20175190e-01  -1.01918567e-01   2.17303073e-01  -1.14434134e-01
   -1.67827115e-02   5.07384561e-02]
 [ -7.38055865e-02  -1.41711338e-01   8.04421969e-03  -1.17271414e-01
   -1.61270196e-01   5.78972555e-03   2.31711154e-01  -1.01773115e-01
    8.90178181e-03  -9.77136586e-02]
 [ -1.30613032e-01  -2.68392145e-01  -7.15634922e-02   1.33279997e-02
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   -1.70150128e-01  -2.12806707e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.92041207e-01  -3.53859865e-01   9.14643152e-02   2.03148097e-01
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 [ -9.83664669e-02  -8.41144074e-02   1.23853207e-01   1.16964800e-01
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[[ 0.61524224]
 [ 1.76929221]
 [ 0.22284314]
 [ 0.87432823]
 [-2.78629605]
 [-0.28295099]
 [-1.806567  ]
 [ 0.06012836]
 [ 0.68247442]
 [ 0.87067431]]
Progress: 53.6% ... Training loss: 0.258 ... Validation loss: 0.447[[  1.76625000e-01   3.11132462e-01  -9.91284026e-02   1.18825318e-01
   -4.26953883e-01  -7.37194921e-02  -1.18062283e-01   1.20294103e-01
   -3.98562802e-02   2.28250981e-01]
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 [  2.13818605e-01   7.66941600e-01   1.42332890e-02  -4.39662974e-02
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    6.98806289e-02   3.06702187e-01]
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 [ -3.51565501e-02   5.57315207e-02  -1.49261127e-01   4.09625696e-02
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   -5.01014404e-02  -5.69724787e-02]
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   -1.69627102e-01  -2.12197474e-01]
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   -1.09272214e-01   5.46568927e-02  -1.66534427e-01   2.81060548e-01
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   -8.39901954e-01  -2.82412578e-01  -4.70448068e-01   1.76034748e-01
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 [  5.52056236e-02   1.29331660e-01   2.56686242e-01   2.56288393e-01
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   -1.89131925e-01   1.02963033e-01]
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   -2.46793670e-01   6.52754560e-02   2.17958928e-02  -2.71039241e-01
   -1.43861362e-02  -8.38081695e-02]
 [ -6.86879575e-03   1.23902341e-01   8.51043790e-02  -3.01205958e-02
   -6.85672632e-02   1.78340059e-01   6.51710435e-02   1.18028729e-01
   -2.00443365e-02   1.73259979e-01]
 [  2.22464996e-01   9.09206321e-02   2.81563294e-02   7.69780444e-02
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   -5.71345393e-02  -2.36634049e-02]
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 [  2.45992450e-01   3.32150575e-01   2.45890251e-01   1.48893047e-01
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   -2.11126657e-01   2.82906807e-02]
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   -1.67555642e-01  -2.24823368e-01]
 [  7.74637521e-02  -2.89104998e-01  -1.71115568e-01  -6.79703092e-02
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   -9.49842178e-02  -3.97738585e-02]
 [ -3.37926163e-01  -9.22408889e-03   1.87560656e-02  -1.11416681e-02
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   -7.21701345e-02   8.54884591e-02]
 [  1.58895482e-01  -1.21367347e-02  -2.27150034e-01  -5.33675679e-02
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 [  2.27389540e-01  -2.10780241e-01   7.07312624e-02   4.38930855e-04
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    1.29515533e-01  -1.52753056e-01]
 [ -9.71433786e-02  -8.15106936e-02   1.24315173e-01   1.18633279e-01
    1.68756582e-02  -1.18202076e-01   2.36555051e-01  -7.79767897e-02
    1.86663824e-01   8.57243024e-03]
 [ -5.76240003e-02  -2.40135210e-01   1.74766790e-01  -3.41278996e-01
   -2.55546986e-01   1.42497313e-01   1.46563249e-01  -1.26295864e-01
   -3.20264329e-02   1.60986604e-01]]
[[ 0.6134245 ]
 [ 1.76776482]
 [ 0.22066084]
 [ 0.87477516]
 [-2.79110971]
 [-0.28703979]
 [-1.80834751]
 [ 0.05658187]
 [ 0.6821132 ]
 [ 0.86710091]]
Progress: 53.7% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.77680171e-01   3.14258589e-01  -9.88225909e-02   1.20017986e-01
   -4.30869760e-01  -7.41460073e-02  -1.21284330e-01   1.20365911e-01
   -3.88743396e-02   2.29388060e-01]
 [  9.11504516e-03   1.21260930e-01  -2.08222255e-02   4.20376432e-02
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    1.39529963e-01  -3.20023854e-02]
 [  2.13763805e-01   7.66370145e-01   1.40586843e-02  -4.46003747e-02
    8.46794881e-01  -2.60835858e-02  -9.90931191e-01  -4.10947699e-02
    6.94040227e-02   3.06016865e-01]
 [  6.23619215e-02  -4.55464041e-01  -1.86842683e-01   2.37195903e-01
   -2.61889484e-02   1.20697234e-01   2.71503876e-01   6.60206534e-02
    1.49114356e-01   3.24660274e-01]
 [ -3.60698192e-02   5.40508781e-02  -1.49563433e-01   3.96812069e-02
   -7.84060424e-02  -1.78437131e-01   1.25524168e-01  -1.16602973e-01
   -1.94065770e-01  -5.84238227e-02]
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   -4.98317796e-02  -5.66315725e-02]
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   -5.90209337e-02  -4.72549562e-02   8.06700470e-02   1.15994922e-01
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   -1.02153217e-01   6.77522932e-02  -7.11622962e-02  -2.99880261e-02
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 [  2.24728685e-02  -4.63608096e-01   6.86406761e-02  -4.62999276e-02
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   -1.56763909e-02   5.23236760e-02]
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   -1.61524424e-01   5.85120781e-03   2.32356090e-01  -1.01784699e-01
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   -1.69634748e-01  -2.12250941e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91613424e-01  -3.53148780e-01   9.16394553e-02   2.03832223e-01
   -1.66364615e-01  -6.03791246e-02   1.15341018e-01  -2.62276959e-01
   -2.86365076e-01  -1.04622760e-01]
 [  8.90799962e-02  -2.22873548e-01  -2.71806663e-02   1.00743273e-01
   -5.66271413e-02  -8.40493998e-02   2.76978538e-01   1.16745666e-03
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 [  3.00091101e-02  -1.39627862e-01  -2.13225518e-01   1.38200116e-01
   -6.49948789e-02   8.40844846e-02  -9.12234162e-03  -2.08763164e-02
   -9.51568344e-02  -1.11708068e-02]
 [ -1.12508762e-01  -8.03709108e-02  -1.98569508e-01   1.69785407e-01
   -1.31733099e-02   1.30106513e-01  -7.19016717e-03  -2.50036810e-01
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 [ -5.64695425e-02  -5.62783834e-02   2.79790784e-01   1.17058428e-01
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 [  6.24939648e-02  -1.41938076e-02   8.79760643e-02   8.75813248e-02
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   -2.54334149e-02  -5.62265768e-02]
 [  1.50710779e-02  -1.34135666e-01  -2.91668427e-01  -4.74873419e-02
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 [  5.67850562e-02  -4.32015420e-02  -1.12710731e-01   6.01843694e-02
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   -1.47915132e-01  -4.68067040e-02]
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   -1.82425141e-01  -3.81419315e-01]
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    3.17461760e-02  -3.86210457e-01]
 [  1.02463525e-02  -5.29882875e-01  -4.44878703e-02  -1.07900328e-01
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   -3.65560103e-01  -2.21418890e-01]
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   -6.90053401e-02   8.69715134e-02]
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   -9.02808132e-02  -1.36618259e-01]
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   -2.60655643e-01  -2.94364707e-02]
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   -2.32189728e-02  -1.34478839e-01]
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 [  3.46578465e-01   3.27870266e-01  -8.35534030e-02   2.95816747e-01
   -8.40382188e-01  -2.82472946e-01  -4.70827683e-01   1.76047090e-01
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 [  5.51772680e-02   1.29234559e-01   2.56691431e-01   2.56243555e-01
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 [  1.77941511e-02  -9.73079167e-02  -1.22175305e-01  -6.39390504e-02
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   -4.11022959e-02  -1.81069891e-01   6.23564020e-02   1.01675188e-02
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 [  2.72667674e-02   9.23015544e-02   2.42606467e-01   6.89851415e-02
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   -1.89888593e-01   1.02014769e-01]
 [  7.88014621e-02   7.07747816e-02   1.08883064e-01   1.26120423e-02
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   -1.30665406e-02  -8.23055501e-02]
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   -1.91184573e-02   1.74426420e-01]
 [  2.21385818e-01   8.82488227e-02   2.77561791e-02   7.53422777e-02
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   -5.83979455e-02  -2.52397789e-02]
 [  5.22617103e-02   5.26188594e-02   2.01613942e-02   5.26244193e-02
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 [  6.29256777e-02   5.01027708e-01   1.29190328e-01   4.45525262e-01
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   -3.32339227e-02   4.99148089e-02]
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   -2.77580980e-01  -9.60739696e-02]
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   -2.11116750e-01   2.83112688e-02]
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   -1.67296035e-01  -2.24497463e-01]
 [  7.84098107e-02  -2.85795088e-01  -1.70776162e-01  -6.65944702e-02
   -1.46801414e-01  -3.05294743e-02   1.68702548e-01  -1.60059461e-01
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   -9.55777087e-02  -4.04424296e-02]
 [ -3.38219257e-01  -9.92960479e-03   1.86609110e-02  -1.15276099e-02
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   -7.24453017e-02   8.50379469e-02]
 [  1.58568867e-01  -1.27508930e-02  -2.27255779e-01  -5.37963264e-02
    8.15374213e-02  -3.07369819e-01   7.41886510e-02  -1.65085230e-01
    1.89623880e-02  -1.63075499e-01]
 [  2.26722160e-01  -2.13083096e-01   7.04646385e-02  -6.46140055e-04
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    1.28669116e-01  -1.53850259e-01]
 [ -9.64628479e-02  -8.03512750e-02   1.24570187e-01   1.19590759e-01
    1.47063712e-02  -1.18479969e-01   2.35431111e-01  -7.79107087e-02
    1.87343566e-01   9.51514175e-03]
 [ -5.54928211e-02  -2.34494405e-01   1.75490985e-01  -3.38447153e-01
   -2.64605305e-01   1.41518828e-01   1.40881766e-01  -1.26111340e-01
   -2.97522720e-02   1.63780411e-01]]
[[ 0.61885025]
 [ 1.77207807]
 [ 0.22795972]
 [ 0.87956306]
 [-2.7895681 ]
 [-0.28064215]
 [-1.80144958]
 [ 0.06101524]
 [ 0.68986366]
 [ 0.8736622 ]]
Progress: 53.8% ... Training loss: 0.258 ... Validation loss: 0.446[[  1.76215095e-01   3.09650072e-01  -9.93983854e-02   1.17840735e-01
   -4.24073448e-01  -7.33992145e-02  -1.16928199e-01   1.20207501e-01
   -4.05418017e-02   2.27310045e-01]
 [  9.25170600e-03   1.21694158e-01  -2.07761272e-02   4.22440496e-02
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    1.39672453e-01  -3.18097981e-02]
 [  2.11671408e-01   7.60995289e-01   1.32213944e-02  -4.75306148e-02
    8.54038384e-01  -2.51087496e-02  -9.86910102e-01  -4.13351662e-02
    6.68821643e-02   3.02691216e-01]
 [  6.36628471e-02  -4.53944418e-01  -1.86431702e-01   2.39403201e-01
   -2.80311370e-02   1.20122584e-01   2.70200013e-01   6.61580282e-02
    1.50714703e-01   3.27303749e-01]
 [ -3.68165625e-02   5.18820810e-02  -1.49835022e-01   3.84836441e-02
   -8.08748374e-02  -1.78220821e-01   1.26527611e-01  -1.16670162e-01
   -1.94875817e-01  -5.96164950e-02]
 [ -4.10396080e-01  -6.88539723e-01  -3.07963127e-01   1.28343344e-01
   -2.35857961e-01   4.77243495e-02   4.02321416e-01  -4.19470477e-02
   -4.97778228e-02  -5.67184129e-02]
 [  3.22211226e-03  -2.63548858e-01   1.21511087e-02   1.00745192e-01
   -6.48006810e-02  -7.49588836e-02   1.63939658e-01  -1.91313629e-01
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   -5.35247914e-02  -4.66300760e-02   8.33397056e-02   1.15854580e-01
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   -9.92796865e-02   6.80396515e-02  -6.93716032e-02  -3.00534870e-02
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   -1.69918116e-01  -2.12553973e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.91880769e-01  -3.53712153e-01   9.15158688e-02   2.03308675e-01
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   -2.86691759e-01  -1.05058278e-01]
 [  8.91207370e-02  -2.23043815e-01  -2.71619958e-02   1.00770535e-01
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   -9.55326820e-02  -1.15946877e-02]
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 [  6.29744846e-02  -1.32219521e-02   8.81419943e-02   8.82090273e-02
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   -2.49826665e-02  -5.56457388e-02]
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 [  5.65745002e-02  -4.38662217e-02  -1.12793763e-01   5.98650028e-02
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   -1.82613903e-01  -3.81671453e-01]
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 [  1.01692203e-02  -5.30195501e-01  -4.45198180e-02  -1.07999386e-01
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   -3.65648953e-01  -2.21528774e-01]
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   -6.91201967e-02   8.68168618e-02]
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   -9.02653692e-02  -1.36580264e-01]
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   -2.31993654e-02  -1.34443128e-01]
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   -1.13454123e-01   5.43190400e-02  -1.69321897e-01   2.81125253e-01
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 [  3.47492586e-01   3.29890852e-01  -8.31662091e-02   2.97234753e-01
   -8.42765120e-01  -2.82933726e-01  -4.72966765e-01   1.76152132e-01
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 [  5.51625560e-02   1.28857297e-01   2.56685975e-01   2.56131822e-01
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   -1.30719738e-01  -2.79682656e-01]
 [  1.78993736e-02  -9.70843261e-02  -1.22143257e-01  -6.38159450e-02
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 [  2.67417665e-02   9.12665379e-02   2.42419469e-01   6.82266300e-02
   -2.10296447e-01  -1.35636511e-01   9.18033323e-02   3.88249307e-02
   -1.90502190e-01   1.01290059e-01]
 [  7.81511403e-02   6.92280389e-02   1.08641571e-01   1.16578026e-02
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   -1.38169210e-02  -8.32518151e-02]
 [ -6.46475042e-03   1.24809901e-01   8.52297419e-02  -2.96505285e-02
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   -1.96261237e-02   1.73810962e-01]
 [  2.21304759e-01   8.80780429e-02   2.77177895e-02   7.51759655e-02
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   -5.85341333e-02  -2.54454170e-02]
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   -1.67241161e-01  -2.24427468e-01]
 [  7.75518327e-02  -2.88411112e-01  -1.71166411e-01  -6.80445734e-02
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   -9.58529841e-02  -4.05541569e-02]
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   -7.22554351e-02   8.51769295e-02]
 [  1.59101125e-01  -1.10388466e-02  -2.27029024e-01  -5.29635913e-02
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    1.86521895e-01   8.45146597e-03]
 [ -5.49803726e-02  -2.33305000e-01   1.75664639e-01  -3.37808483e-01
   -2.67654341e-01   1.41302793e-01   1.38848452e-01  -1.26069478e-01
   -2.92005869e-02   1.64362295e-01]]
[[ 0.6137467 ]
 [ 1.76566257]
 [ 0.2232604 ]
 [ 0.87590237]
 [-2.79504737]
 [-0.28441271]
 [-1.80275713]
 [ 0.05764865]
 [ 0.68617464]
 [ 0.86933997]]
Progress: 53.8% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.76974993e-01   3.11021439e-01  -9.91618870e-02   1.18663243e-01
   -4.23878986e-01  -7.36887154e-02  -1.18627472e-01   1.20269283e-01
   -3.97737846e-02   2.28286458e-01]
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 [  2.09615229e-01   7.57238135e-01   1.24080868e-02  -5.07789441e-02
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    6.43630324e-02   2.99708278e-01]
 [  6.76748490e-02  -4.46332024e-01  -1.84989447e-01   2.45064834e-01
   -4.34273070e-02   1.18330430e-01   2.61433575e-01   6.65162783e-02
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 [ -3.71602917e-02   5.22355199e-02  -1.49940753e-01   3.78209445e-02
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   -1.95109585e-01  -6.00343797e-02]
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   -4.88010421e-02  -5.55120094e-02]
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   -5.09014381e-02  -4.63343161e-02   8.47748033e-02   1.15796026e-01
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   -1.01013717e-01   6.78077784e-02  -7.02992294e-02  -3.00019917e-02
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   -3.21240379e-01  -1.01896263e-01   2.14786463e-01  -1.14462025e-01
   -1.66673974e-02   5.08078058e-02]
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   -1.69784366e-01  -2.12312479e-01]
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[[ 0.61758423]
 [ 1.76435624]
 [ 0.22713308]
 [ 0.88433416]
 [-2.79392094]
 [-0.2786301 ]
 [-1.79154304]
 [ 0.06209783]
 [ 0.69273932]
 [ 0.87538232]]
Progress: 53.9% ... Training loss: 0.259 ... Validation loss: 0.452[[  1.75047164e-01   3.03612295e-01  -1.00003855e-01   1.15039954e-01
   -4.08840141e-01  -7.27261864e-02  -1.12466954e-01   1.20060752e-01
   -4.20646445e-02   2.25509375e-01]
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 [  2.04962440e-01   7.43832826e-01   1.05900667e-02  -5.73878407e-02
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    5.91849709e-02   2.92931804e-01]
 [  6.81570753e-02  -4.46504890e-01  -1.84833503e-01   2.45645366e-01
   -4.12884737e-02   1.18084064e-01   2.60326745e-01   6.65717327e-02
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   -4.74347358e-02  -5.37047856e-02]
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   -1.69859031e-01  -2.12408145e-01]
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   -2.46234169e-01   6.51925335e-02   2.04571969e-02  -2.71054598e-01
   -1.42754755e-02  -8.37872795e-02]
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   -1.96878417e-02   1.73822543e-01]
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   -5.85941240e-02  -2.55658561e-02]
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   -5.27496622e-01   8.19361664e-02  -2.21717808e-01   1.61805113e-01
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 [  7.72529836e-02  -2.89743977e-01  -1.71372314e-01  -6.87388565e-02
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 [ -1.05121104e-01   1.88823510e-02   2.69994129e-01   1.68954905e-02
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   -9.53764439e-02  -3.98911238e-02]
 [ -3.37960574e-01  -1.17016192e-02   1.87687497e-02  -1.13470302e-02
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   -7.18803174e-02   8.56550330e-02]
 [  1.57436353e-01  -1.50659786e-02  -2.27691177e-01  -5.56996110e-02
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 [  2.26729484e-01  -2.14003698e-01   7.04266612e-02  -9.24191667e-04
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 [ -9.83864681e-02  -8.45195696e-02   1.23847345e-01   1.16989940e-01
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    1.85608813e-01   7.09435329e-03]
 [ -5.56997088e-02  -2.35702626e-01   1.75380723e-01  -3.38856273e-01
   -2.66216472e-01   1.41624227e-01   1.40994016e-01  -1.26142901e-01
   -2.99958913e-02   1.63296459e-01]]
[[ 0.59882276]
 [ 1.74797747]
 [ 0.21044679]
 [ 0.87113504]
 [-2.8128235 ]
 [-0.29326681]
 [-1.80355211]
 [ 0.04630339]
 [ 0.67443465]
 [ 0.85643191]]
Progress: 53.9% ... Training loss: 0.275 ... Validation loss: 0.465[[  1.76137060e-01   3.07251825e-01  -9.95003299e-02   1.17009130e-01
   -4.15874745e-01  -7.32960322e-02  -1.15771095e-01   1.20158711e-01
   -4.04449241e-02   2.27676472e-01]
 [  1.00165197e-02   1.23789588e-01  -2.05057121e-02   4.33258533e-02
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    1.40473720e-01  -3.07243722e-02]
 [  2.08617065e-01   7.52433888e-01   1.18647303e-02  -5.19815989e-02
    8.61954502e-01  -2.35577001e-02  -9.79397627e-01  -4.17522012e-02
    6.36020682e-02   2.98527221e-01]
 [  6.52506279e-02  -4.54647284e-01  -1.85954442e-01   2.40897604e-01
   -2.83703375e-02   1.19604723e-01   2.66529257e-01   6.63180323e-02
    1.52792264e-01   3.30618933e-01]
 [ -3.45763467e-02   6.17008869e-02  -1.48959820e-01   4.13991383e-02
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   -1.92610039e-01  -5.71567005e-02]
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   -4.65335630e-02  -5.26458513e-02]
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   -4.99338578e-02  -4.61301283e-02   8.67299241e-02   1.15667668e-01
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   -9.48952350e-02   6.86211832e-02  -6.56582561e-02  -3.02103607e-02
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   -1.69394721e-01  -2.11890569e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
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   -2.85144680e-01  -1.03078631e-01]
 [  8.90443033e-02  -2.23732609e-01  -2.71748059e-02   1.00581569e-01
   -5.69415032e-02  -8.40830341e-02   2.77084877e-01   1.16468469e-03
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 [  3.10809778e-02  -1.38147665e-01  -2.12905033e-01   1.39354831e-01
   -6.70646682e-02   8.35967711e-02  -1.14961496e-02  -2.07646201e-02
   -9.39635829e-02  -9.71975307e-03]
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   -1.47190464e-02   1.29716653e-01  -1.00282524e-02  -2.49942916e-01
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 [ -5.59519961e-02  -5.57611754e-02   2.80003188e-01   1.17842073e-01
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   -2.40930402e-02  -5.45349337e-02]
 [  1.21905925e-02  -1.43060316e-01  -2.92860383e-01  -5.20902026e-02
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 [  5.68406315e-02  -4.33436470e-02  -1.12664866e-01   6.05353243e-02
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   -1.13632875e-01  -3.29199185e-01   1.37522897e-01   8.00884761e-03
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   -1.82702587e-01  -3.81774310e-01]
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 [  1.09288527e-02  -5.29131182e-01  -4.42410811e-02  -1.06882401e-01
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   -3.64773334e-01  -2.20415155e-01]
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   -6.97215997e-02   8.61068234e-02]
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   -9.05951082e-02  -1.36966796e-01]
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   -2.60120504e-01  -2.88352175e-02]
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   -2.23996942e-02  -1.33340402e-01]
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 [  3.50024638e-01   3.34780501e-01  -8.22562436e-02   3.00540253e-01
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 [  5.56665755e-02   1.29869513e-01   2.56869628e-01   2.56749689e-01
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 [  2.63829911e-02   9.03819766e-02   2.42279974e-01   6.77181643e-02
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   -1.90940695e-01   1.00829289e-01]
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   -2.46624343e-01   6.51539160e-02   2.04030977e-02  -2.71048715e-01
   -1.41809668e-02  -8.37244758e-02]
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   -1.98732820e-02   1.73622803e-01]
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   -5.86547514e-02  -2.56437890e-02]
 [  5.34434150e-02   5.51872302e-02   2.05951744e-02   5.42637931e-02
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   -5.28000711e-01   8.18788170e-02  -2.21981021e-01   1.61814258e-01
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   -2.11057566e-01   2.83971354e-02]
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   -1.67376906e-01  -2.24654015e-01]
 [  7.77546320e-02  -2.89034751e-01  -1.71198491e-01  -6.80250066e-02
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 [ -1.04422109e-01   2.02889493e-02   2.70252376e-01   1.79368225e-02
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   -9.46329899e-02  -3.89196133e-02]
 [ -3.37171048e-01  -1.00349468e-02   1.90567284e-02  -1.01469529e-02
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   -7.10162586e-02   8.67730117e-02]
 [  1.59250520e-01  -1.07013593e-02  -2.26989098e-01  -5.28049729e-02
    7.92472431e-02  -3.07695529e-01   7.16934936e-02  -1.65060307e-01
    1.96729795e-02  -1.62233543e-01]
 [  2.27533361e-01  -2.11929142e-01   7.07724563e-02   5.23650311e-04
    7.23453511e-02  -4.55288594e-02   3.82184242e-02  -1.34986237e-01
    1.29653243e-01  -1.52516752e-01]
 [ -9.77360348e-02  -8.29583072e-02   1.24078271e-01   1.17931023e-01
    1.87315923e-02  -1.17927663e-01   2.37572384e-01  -7.80606740e-02
    1.86320575e-01   7.95523876e-03]
 [ -5.62872926e-02  -2.36469659e-01   1.75188695e-01  -3.39661783e-01
   -2.65884369e-01   1.41932252e-01   1.42559529e-01  -1.26189611e-01
   -3.06210032e-02   1.62747672e-01]]
[[ 0.61785364]
 [ 1.76531067]
 [ 0.22817422]
 [ 0.8881101 ]
 [-2.79424621]
 [-0.27937149]
 [-1.78824687]
 [ 0.0619848 ]
 [ 0.69180157]
 [ 0.87371869]]
Progress: 54.0% ... Training loss: 0.260 ... Validation loss: 0.449[[  1.73866072e-01   3.01880561e-01  -1.00363141e-01   1.13627092e-01
   -4.05099652e-01  -7.22085307e-02  -1.09916837e-01   1.19915986e-01
   -4.31279769e-02   2.24354723e-01]
 [  1.01819891e-02   1.24166677e-01  -2.04490526e-02   4.35480493e-02
    8.82647640e-02  -5.75873844e-03   3.37468113e-01   4.05835209e-02
    1.40644333e-01  -3.04906172e-02]
 [  2.07683077e-01   7.50077112e-01   1.15052439e-02  -5.34892428e-02
    8.66428235e-01  -2.31729292e-02  -9.76673146e-01  -4.18600662e-02
    6.24173823e-02   2.97066408e-01]
 [  6.69360811e-02  -4.51327107e-01  -1.85303934e-01   2.43475758e-01
   -3.53624566e-02   1.18777564e-01   2.63296700e-01   6.65143364e-02
    1.54836416e-01   3.33261076e-01]
 [ -3.47334630e-02   6.23235991e-02  -1.49005451e-01   4.11143856e-02
   -9.09132058e-02  -1.79309297e-01   1.18028971e-01  -1.16474008e-01
   -1.92718644e-01  -5.74416105e-02]
 [ -4.07685411e-01  -6.84428893e-01  -3.07021246e-01   1.31911878e-01
   -2.42989687e-01   4.64022100e-02   3.96486342e-01  -4.16899417e-02
   -4.67036531e-02  -5.29065617e-02]
 [  3.95893898e-03  -2.61840276e-01   1.24255813e-02   1.01478320e-01
   -6.52896164e-02  -7.52271280e-02   1.62080044e-01  -1.91260499e-01
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 [  1.03916036e-01  -3.23856157e-01   2.81347409e-02  -8.41467327e-02
   -4.57312642e-02  -4.56292697e-02   8.98242407e-02   1.15550278e-01
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 [ -1.79085086e-01  -2.11751394e-01  -3.02673349e-01  -2.12010688e-02
   -9.75189322e-02   6.82720767e-02  -6.72026587e-02  -3.01344382e-02
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 [  2.07047116e-02  -4.70117772e-01   6.77382061e-02  -4.95870279e-02
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   -1.77099589e-02   4.94568997e-02]
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   -1.62935328e-01   5.37760900e-03   2.33169350e-01  -1.01668342e-01
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   -1.69217167e-01  -2.11634288e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90479500e-01  -3.50946670e-01   9.20639843e-02   2.05392746e-01
   -1.68636635e-01  -6.09203134e-02   1.12911344e-01  -2.62172805e-01
   -2.85107377e-01  -1.03087090e-01]
 [  8.87173994e-02  -2.24379536e-01  -2.73040201e-02   1.00089899e-01
   -5.64977406e-02  -8.39266176e-02   2.77714346e-01   1.12934428e-03
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 [  3.06279859e-02  -1.39183987e-01  -2.13080019e-01   1.38704497e-01
   -6.53460957e-02   8.38091822e-02  -1.04800426e-02  -2.08103947e-02
   -9.44691618e-02  -1.03643104e-02]
 [ -1.11343108e-01  -7.72966468e-02  -1.98157642e-01   1.71275801e-01
   -1.50084943e-02   1.29662218e-01  -1.04812024e-02  -2.49927694e-01
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 [ -5.60287506e-02  -5.59009113e-02   2.79971431e-01   1.17669991e-01
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 [  6.34054709e-02  -1.18235541e-02   8.82606243e-02   8.88194878e-02
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   -2.45238313e-02  -5.50693080e-02]
 [  1.18019440e-02  -1.44102883e-01  -2.93023424e-01  -5.26805327e-02
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 [  5.68356468e-02  -4.34524101e-02  -1.12654516e-01   6.05325968e-02
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   -1.47750789e-01  -4.63429229e-02]
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   -3.24979101e-01   1.16124808e-03   6.60864100e-02  -2.57450737e-02
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   -1.82450097e-01  -3.81493769e-01]
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    3.16907891e-02  -3.86365288e-01]
 [  1.02891659e-02  -5.30711894e-01  -4.44814308e-02  -1.07807271e-01
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   -3.65499698e-01  -2.21316904e-01]
 [ -1.75601230e-01  -6.60071236e-01  -1.11810581e-02  -2.05946288e-01
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   -6.98683824e-02   8.59261792e-02]
 [ -3.02628599e-01  -4.86393406e-01   5.40551465e-02  -5.05028753e-02
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   -9.08902240e-02  -1.37347014e-01]
 [ -2.11840123e-01  -3.62475564e-01   2.50307464e-01  -2.45388670e-01
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   -2.59939315e-01  -2.86010906e-02]
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   -2.21545731e-02  -1.33006032e-01]
 [  9.98286378e-02   2.70116004e-01   1.59210228e-01  -1.07582354e-01
   -1.05521265e-01   5.52187193e-02  -1.63842451e-01   2.80945583e-01
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 [  3.50401098e-01   3.35443277e-01  -8.21107113e-02   3.01113105e-01
   -8.48225257e-01  -2.84321812e-01  -4.79910148e-01   1.76442377e-01
    3.88481705e-01  -2.39364937e-02]
 [  5.58290301e-02   1.30319486e-01   2.56925836e-01   2.56962228e-01
   -6.66300174e-02  -2.00403386e-01  -1.90915380e-01  -1.32342255e-01
   -1.29973883e-01  -2.78777034e-01]
 [  1.81333413e-02  -9.66088397e-02  -1.22105152e-01  -6.34919116e-02
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 [  6.42521083e-03  -3.84995225e-02  -6.61366787e-02  -4.67797076e-02
   -4.05201129e-02  -1.81137035e-01   6.23480453e-02   1.01712807e-02
    3.96262847e-02   7.93556962e-03]
 [  2.60043311e-02   8.97000975e-02   2.42143852e-01   6.71504917e-02
   -2.06912099e-01  -1.35354160e-01   9.32568487e-02   3.87412991e-02
   -1.91391231e-01   1.00312056e-01]
 [  7.83685578e-02   6.94687591e-02   1.08666195e-01   1.18569683e-02
   -2.48785092e-01   6.49209323e-02   1.91188073e-02  -2.70998561e-01
   -1.36381828e-02  -8.30060959e-02]
 [ -6.55868723e-03   1.24822438e-01   8.52020561e-02  -2.97360693e-02
   -6.90164784e-02   1.78178091e-01   6.37547436e-02   1.18050514e-01
   -1.98162281e-02   1.73713481e-01]
 [  2.20992281e-01   8.74689550e-02   2.76074350e-02   7.46872105e-02
    2.25802534e-02  -2.37054322e-02  -2.03268087e-01   1.47852901e-01
   -5.89385067e-02  -2.60340494e-02]
 [  5.35060159e-02   5.53768119e-02   2.06294498e-02   5.43642956e-02
   -4.79716087e-01  -1.27457496e-01  -2.50936344e-01   4.18400730e-02
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 [  6.18330039e-02   4.97842024e-01   1.28755497e-01   4.44025664e-01
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 [  2.44164403e-01   3.27065401e-01   2.45178395e-01   1.46166311e-01
   -5.27187137e-01   8.19581643e-02  -2.21645686e-01   1.61796328e-01
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 [ -7.43677556e-02   2.43099004e-01   2.40704871e-01   1.53874509e-02
   -7.97423279e-02   1.31099396e-01  -1.15277641e-01  -1.53636295e-02
   -3.33444537e-02   4.97629226e-02]
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   -2.78342146e-01  -9.70101133e-02]
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   -2.11423849e-01   2.79355136e-02]
 [  7.79693717e-03  -4.30217338e-01  -1.28781600e-01  -1.64772309e-01
    3.73577817e-01   2.60055021e-02   2.03410854e-01   1.51992901e-01
   -1.67724045e-01  -2.25082053e-01]
 [  7.73860948e-02  -2.90208715e-01  -1.71327694e-01  -6.85365052e-02
   -1.43104073e-01  -2.99516361e-02   1.72294252e-01  -1.60228922e-01
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 [ -1.04292566e-01   2.08010465e-02   2.70305863e-01   1.80721941e-02
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   -9.45579843e-02  -3.88021734e-02]
 [ -3.36897901e-01  -9.74398699e-03   1.91648916e-02  -9.71769635e-03
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   -7.06980591e-02   8.71363498e-02]
 [  1.59180811e-01  -1.10407495e-02  -2.27029571e-01  -5.29414735e-02
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    1.95737071e-02  -1.62349259e-01]
 [  2.27081122e-01  -2.13101602e-01   7.05790974e-02  -2.29433867e-04
    7.42846382e-02  -4.53171059e-02   3.92389435e-02  -1.35037208e-01
    1.29081088e-01  -1.53245551e-01]
 [ -9.76082510e-02  -8.24732155e-02   1.24109795e-01   1.18140722e-01
    1.77374320e-02  -1.17996526e-01   2.37029031e-01  -7.80469133e-02
    1.86439482e-01   8.17716831e-03]
 [ -5.71602251e-02  -2.38660906e-01   1.74864614e-01  -3.40917358e-01
   -2.62896694e-01   1.42357933e-01   1.44725723e-01  -1.26284483e-01
   -3.16490361e-02   1.61496950e-01]]
[[ 0.61199625]
 [ 1.76093665]
 [ 0.22298849]
 [ 0.88504144]
 [-2.79891965]
 [-0.28306679]
 [-1.79171105]
 [ 0.05761566]
 [ 0.6884989 ]
 [ 0.86842414]]
Progress: 54.0% ... Training loss: 0.261 ... Validation loss: 0.452[[  1.75125757e-01   3.04799545e-01  -9.99029335e-02   1.15472496e-01
   -4.09345179e-01  -7.28249101e-02  -1.12142590e-01   1.20034910e-01
   -4.18322560e-02   2.26138204e-01]
 [  1.06067132e-02   1.25346903e-01  -2.03017106e-02   4.41055308e-02
    8.64548355e-02  -5.95232425e-03   3.36027263e-01   4.06211638e-02
    1.41076566e-01  -2.99416407e-02]
 [  2.10496099e-01   7.54895545e-01   1.25183634e-02  -4.93693075e-02
    8.55413040e-01  -2.45447065e-02  -9.80989557e-01  -4.15743588e-02
    6.55095865e-02   3.01011782e-01]
 [  6.63441117e-02  -4.51126145e-01  -1.85524466e-01   2.42533694e-01
   -3.44203981e-02   1.19111364e-01   2.62990448e-01   6.64402905e-02
    1.54084679e-01   3.32321911e-01]
 [ -3.62700693e-02   5.80087803e-02  -1.49596846e-01   3.88749964e-02
   -8.24387330e-02  -1.78629070e-01   1.21336434e-01  -1.16622244e-01
   -1.94627620e-01  -5.95097602e-02]
 [ -4.08231945e-01  -6.85363246e-01  -3.07213564e-01   1.31213590e-01
   -2.42119460e-01   4.66276505e-02   3.97281086e-01  -4.17439671e-02
   -4.74019761e-02  -5.37559922e-02]
 [  3.24695058e-03  -2.64542927e-01   1.21905575e-02   1.00388189e-01
   -6.27321562e-02  -7.49017481e-02   1.64735757e-01  -1.91323266e-01
    2.08211814e-01   5.83964898e-02]
 [  1.05614663e-01  -3.19908812e-01   2.87374602e-02  -8.16168783e-02
   -5.37312369e-02  -4.64298430e-02   8.63466098e-02   1.15714143e-01
    7.58360136e-02  -2.50517876e-02]
 [ -1.77571762e-01  -2.06961654e-01  -3.02112267e-01  -1.90597330e-02
   -1.03619165e-01   6.75826224e-02  -7.15540668e-02  -2.99939157e-02
    2.71288392e-01  -1.31559805e-01]
 [  2.23038198e-02  -4.66147135e-01   6.83593006e-02  -4.72143414e-02
   -3.22811827e-01  -1.02286258e-01   2.13316353e-01  -1.14532423e-01
   -1.60206885e-02   5.16477433e-02]
 [ -7.35834240e-02  -1.45890132e-01   8.15733574e-03  -1.16859244e-01
   -1.62332074e-01   5.60178958e-03   2.33787428e-01  -1.01717497e-01
    9.41087674e-03  -9.64889277e-02]
 [ -1.29041458e-01  -2.65272476e-01  -7.09772913e-02   1.58224322e-02
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   -1.68274153e-01  -2.10514316e-01]
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[[ 0.6198951 ]
 [ 1.77044663]
 [ 0.22999828]
 [ 0.89234496]
 [-2.79146524]
 [-0.27742362]
 [-1.79075135]
 [ 0.06519034]
 [ 0.69699334]
 [ 0.87667519]]
Progress: 54.0% ... Training loss: 0.259 ... Validation loss: 0.449[[  1.75192306e-01   3.04689898e-01  -9.99077109e-02   1.15602757e-01
   -4.09369241e-01  -7.28186563e-02  -1.11678171e-01   1.20052919e-01
   -4.19057101e-02   2.26239403e-01]
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 [  2.12232208e-01   7.58824683e-01   1.32203912e-02  -4.63444989e-02
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    6.76802866e-02   3.03628008e-01]
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 [  2.60495351e-02   8.96098943e-02   2.42170754e-01   6.72566528e-02
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   -1.91358456e-01   1.00366861e-01]
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   -1.33457613e-02  -8.26202043e-02]
 [ -6.58586318e-03   1.24921052e-01   8.51978745e-02  -2.98910345e-02
   -6.91711359e-02   1.78197142e-01   6.36027685e-02   1.18049374e-01
   -1.98871494e-02   1.73679212e-01]
 [  2.20867410e-01   8.73594142e-02   2.75385946e-02   7.43474413e-02
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   -5.92284678e-02  -2.64132986e-02]
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   -3.25434092e-02   5.07090146e-02]
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 [  8.00314642e-02  -2.82801980e-01  -1.70316186e-01  -6.45829648e-02
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 [ -1.04339829e-01   1.97596531e-02   2.70280507e-01   1.81720479e-02
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   -9.45484812e-02  -3.89323414e-02]
 [ -3.34787915e-01  -3.83764962e-03   1.99085247e-02  -6.80101132e-03
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   -6.85296791e-02   8.98803731e-02]
 [  1.59743902e-01  -9.75681224e-03  -2.26833551e-01  -5.20699327e-02
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    2.01668539e-02  -1.61476142e-01]
 [  2.27044272e-01  -2.14148570e-01   7.05753001e-02  -2.53379409e-04
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 [ -9.93353328e-02  -8.66894735e-02   1.23460592e-01   1.15676562e-01
    2.30297086e-02  -1.17241732e-01   2.41108835e-01  -7.82240085e-02
    1.84540811e-01   5.69344215e-03]
 [ -5.78890356e-02  -2.39985094e-01   1.74572029e-01  -3.42210347e-01
   -2.62638200e-01   1.42771105e-01   1.46495581e-01  -1.26361953e-01
   -3.26732300e-02   1.60410227e-01]]
[[ 0.62496353]
 [ 1.77513651]
 [ 0.23100326]
 [ 0.8956042 ]
 [-2.79202137]
 [-0.27570511]
 [-1.79114338]
 [ 0.06837455]
 [ 0.70241953]
 [ 0.88210658]]
Progress: 54.1% ... Training loss: 0.260 ... Validation loss: 0.448[[  1.75126221e-01   3.05338900e-01  -9.98895717e-02   1.15935979e-01
   -4.08707942e-01  -7.27937956e-02  -1.11917813e-01   1.20046502e-01
   -4.18151037e-02   2.26152012e-01]
 [  1.04258271e-02   1.24976336e-01  -2.03797456e-02   4.38477276e-02
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    1.40853323e-01  -3.02464602e-02]
 [  2.12978068e-01   7.59289848e-01   1.33929886e-02  -4.52484066e-02
    8.43451653e-01  -2.56955691e-02  -9.85859085e-01  -4.12888939e-02
    6.84195899e-02   3.04071188e-01]
 [  6.57187386e-02  -4.52901463e-01  -1.85964936e-01   2.41805447e-01
   -2.85493661e-02   1.19618119e-01   2.64717381e-01   6.63051084e-02
    1.53015821e-01   3.30563001e-01]
 [ -3.86015005e-02   5.17645938e-02  -1.50356093e-01   3.56554002e-02
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   -1.97434735e-01  -6.19279613e-02]
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   -4.85020466e-02  -5.50357480e-02]
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   -6.32111569e-02  -4.70649982e-02   8.33279126e-02   1.15889522e-01
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   -1.04132652e-01   6.75743023e-02  -7.20701238e-02  -2.99790909e-02
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 [  2.35021507e-02  -4.62565868e-01   6.87988222e-02  -4.55545171e-02
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   -1.42879975e-02   5.31200609e-02]
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   -1.69557720e-01  -2.11778789e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90067089e-01  -3.49685677e-01   9.22285801e-02   2.06030999e-01
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   -2.84686496e-01  -1.02651935e-01]
 [  8.71741461e-02  -2.27424176e-01  -2.78877070e-02   9.78106428e-02
   -5.26249026e-02  -8.32329944e-02   2.80476055e-01   9.71089263e-04
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 [  3.05820622e-02  -1.39419651e-01  -2.13088967e-01   1.38693152e-01
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   -9.45031505e-02  -1.03423180e-02]
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 [  6.20972693e-02  -1.59648840e-02   8.77495002e-02   8.70482416e-02
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   -2.60237275e-02  -5.68376355e-02]
 [  1.28628372e-02  -1.40827573e-01  -2.92639854e-01  -5.09868304e-02
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 [  5.82369943e-02  -4.13058932e-02  -1.12172462e-01   6.26944306e-02
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   -1.46063157e-01  -4.46054815e-02]
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   -1.82243116e-01  -3.81298680e-01]
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 [  1.01325829e-02  -5.31076855e-01  -4.45548568e-02  -1.08002116e-01
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   -3.65697094e-01  -2.21510603e-01]
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   -9.10086307e-02  -1.37505157e-01]
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   -2.59914543e-01  -2.86102181e-02]
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 [  3.50171145e-01   3.35644940e-01  -8.22536657e-02   3.00612799e-01
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 [  5.44521848e-02   1.26774337e-01   2.56419929e-01   2.55000670e-01
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 [  1.82179388e-02  -9.67745502e-02  -1.22073857e-01  -6.33695939e-02
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 [  2.66532942e-02   9.14972596e-02   2.42393990e-01   6.81386460e-02
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 [  7.89928641e-02   7.12449895e-02   1.08889958e-01   1.27287838e-02
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   -1.98757570e-02   1.73698446e-01]
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   -5.96951750e-02  -2.70093294e-02]
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 [  6.38202615e-02   5.02579148e-01   1.29512837e-01   4.47175854e-01
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   -3.24068595e-02   5.08453870e-02]
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   -2.11888919e-01   2.73169379e-02]
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   -1.67918516e-01  -2.25309377e-01]
 [  7.88800626e-02  -2.85127096e-01  -1.70749527e-01  -6.62135144e-02
   -1.53651212e-01  -3.05961738e-02   1.68803834e-01  -1.60082990e-01
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 [ -1.03937987e-01   2.04140706e-02   2.70422501e-01   1.87822310e-02
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   -9.40519700e-02  -3.84224831e-02]
 [ -3.34803105e-01  -3.58256690e-03   1.98881864e-02  -6.83677306e-03
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   -6.85528376e-02   8.97926695e-02]
 [  1.58973344e-01  -1.14472730e-02  -2.27074586e-01  -5.30413076e-02
    8.23082714e-02  -3.07566794e-01   7.23963978e-02  -1.65078140e-01
    1.93695190e-02  -1.62491277e-01]
 [  2.26404373e-01  -2.15585866e-01   7.03368147e-02  -1.21707990e-03
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    1.28227681e-01  -1.53991271e-01]
 [ -1.00300320e-01  -8.91120427e-02   1.23097636e-01   1.14549766e-01
    2.72058850e-02  -1.16805236e-01   2.43689614e-01  -7.83324237e-02
    1.83466877e-01   4.53540388e-03]
 [ -5.63073832e-02  -2.35890472e-01   1.75200582e-01  -3.39850948e-01
   -2.68361991e-01   1.42023776e-01   1.41708902e-01  -1.26184602e-01
   -3.08365471e-02   1.62532353e-01]]
[[ 0.61981018]
 [ 1.77436415]
 [ 0.22904204]
 [ 0.88835939]
 [-2.79734663]
 [-0.27915761]
 [-1.79945581]
 [ 0.06429131]
 [ 0.69584384]
 [ 0.8794401 ]]
Progress: 54.1% ... Training loss: 0.258 ... Validation loss: 0.445[[  1.72642639e-01   2.99509985e-01  -1.00805808e-01   1.12021578e-01
   -3.98102462e-01  -7.15410941e-02  -1.06456037e-01   1.19764156e-01
   -4.47076268e-02   2.22462033e-01]
 [  9.94133953e-03   1.23504675e-01  -2.05708931e-02   4.31395808e-02
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    1.40365695e-01  -3.09633261e-02]
 [  2.10700919e-01   7.52102511e-01   1.24848372e-02  -4.87278437e-02
    8.53857010e-01  -2.45321058e-02  -9.79999223e-01  -4.15586194e-02
    6.57249809e-02   3.00568103e-01]
 [  6.54389104e-02  -4.53802673e-01  -1.86089774e-01   2.41713624e-01
   -2.68169649e-02   1.19600780e-01   2.66959423e-01   6.63054268e-02
    1.52835363e-01   3.30265896e-01]
 [ -3.65718207e-02   5.64184395e-02  -1.49578370e-01   3.88361331e-02
   -8.18364656e-02  -1.78449978e-01   1.21296228e-01  -1.16622432e-01
   -1.95159602e-01  -5.88249373e-02]
 [ -4.09267109e-01  -6.87172504e-01  -3.07614130e-01   1.29534470e-01
   -2.39849706e-01   4.70914494e-02   3.98855382e-01  -4.18646394e-02
   -4.86386492e-02  -5.52105494e-02]
 [  1.15533143e-03  -2.69288629e-01   1.14591870e-02   9.74914777e-02
   -5.31048096e-02  -7.38658063e-02   1.67817320e-01  -1.91563180e-01
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   -5.25765925e-02  -4.58401532e-02   8.98200205e-02   1.15606436e-01
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   -1.00165770e-01   6.80576386e-02  -6.92028194e-02  -3.00939688e-02
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 [  2.11669527e-02  -4.67392720e-01   6.79606439e-02  -4.92365341e-02
   -3.20659395e-01  -1.01611760e-01   2.13428378e-01  -1.14664838e-01
   -1.69851827e-02   4.95006542e-02]
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   -1.70306995e-01  -2.12750502e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.90205454e-01  -3.49937645e-01   9.21661474e-02   2.05817499e-01
   -1.68637590e-01  -6.10185158e-02   1.11636239e-01  -2.62151255e-01
   -2.84843795e-01  -1.02861542e-01]
 [  8.75953890e-02  -2.26154459e-01  -2.77495264e-02   9.83039245e-02
   -5.34064262e-02  -8.34051322e-02   2.79170636e-01   1.01221675e-03
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 [  3.02662585e-02  -1.39955455e-01  -2.13191310e-01   1.38208120e-01
   -6.60448579e-02   8.39091017e-02  -1.02055631e-02  -2.08498416e-02
   -9.48817614e-02  -1.07751981e-02]
 [ -1.12050258e-01  -7.87038974e-02  -1.98393143e-01   1.70286718e-01
   -1.07413498e-02   1.30044311e-01  -9.28076007e-03  -2.49996314e-01
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 [ -5.73910454e-02  -6.01755081e-02   2.79505699e-01   1.15584973e-01
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 [  6.21061063e-02  -1.54907241e-02   8.77540340e-02   8.69819421e-02
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   -2.60693924e-02  -5.69138354e-02]
 [  1.24325718e-02  -1.41958604e-01  -2.92806484e-01  -5.15859661e-02
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 [  5.71129099e-02  -4.44553690e-02  -1.12633890e-01   6.09038014e-02
   -1.80871072e-01   3.16194018e-01   2.71062533e-01   2.04893185e-01
   -1.47455937e-01  -4.62723609e-02]
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   -1.82117972e-01  -3.81170958e-01]
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 [  9.90864637e-03  -5.31507822e-01  -4.46402694e-02  -1.08330396e-01
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   -3.65962706e-01  -2.21831724e-01]
 [ -1.76407884e-01  -6.61885421e-01  -1.14973976e-02  -2.07172605e-01
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   -7.08378421e-02   8.47429800e-02]
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   -9.08918138e-02  -1.37368108e-01]
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   -2.60215942e-01  -2.89969868e-02]
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   -2.18873237e-02  -1.32611397e-01]
 [  9.96325843e-02   2.70065397e-01   1.59171998e-01  -1.07802328e-01
   -1.05165207e-01   5.52779345e-02  -1.63734695e-01   2.80931244e-01
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 [  3.48116595e-01   3.29753003e-01  -8.30119084e-02   2.97501042e-01
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 [  5.43752279e-02   1.26551729e-01   2.56391504e-01   2.54892251e-01
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   -1.31634873e-01  -2.80848901e-01]
 [  1.80543569e-02  -9.71234788e-02  -1.22143414e-01  -6.36358787e-02
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 [  6.24630751e-03  -3.89351726e-02  -6.62152772e-02  -4.70285370e-02
   -4.07962588e-02  -1.81070809e-01   6.21625708e-02   1.01607458e-02
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 [  2.65774355e-02   9.13024380e-02   2.42367743e-01   6.80279407e-02
   -2.09565691e-01  -1.35615626e-01   9.14726809e-02   3.88082100e-02
   -1.90753346e-01   1.01063595e-01]
 [  7.85676956e-02   7.02278021e-02   1.08722065e-01   1.20973729e-02
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   -1.34618459e-02  -8.28518084e-02]
 [ -7.80386546e-03   1.22507649e-01   8.47656859e-02  -3.16682155e-02
   -6.47028363e-02   1.78752732e-01   6.57384341e-02   1.17925053e-01
   -2.12883372e-02   1.71960481e-01]
 [  2.20688841e-01   8.66989374e-02   2.74657358e-02   7.40457715e-02
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   -5.94498794e-02  -2.67214694e-02]
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 [  6.36588461e-02   5.01737580e-01   1.29446460e-01   4.47022528e-01
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 [  2.43697766e-01   3.26342086e-01   2.45013191e-01   1.45512460e-01
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   -2.78002062e-01  -9.65695140e-02]
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   -2.11951307e-01   2.72670800e-02]
 [  7.61770887e-03  -4.30819937e-01  -1.28851016e-01  -1.65046998e-01
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   -1.67929915e-01  -2.25332166e-01]
 [  7.85518552e-02  -2.85353137e-01  -1.70833872e-01  -6.66051580e-02
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 [ -1.05451400e-01   1.64638980e-02   2.69844428e-01   1.65472858e-02
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   -9.57132341e-02  -4.05867511e-02]
 [ -3.35386445e-01  -5.10908146e-03   1.96706661e-02  -7.72663737e-03
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   -6.91764981e-02   8.89537609e-02]
 [  1.58746322e-01  -1.21730624e-02  -2.27168680e-01  -5.34019200e-02
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    1.90805750e-02  -1.62854346e-01]
 [  2.25730682e-01  -2.17562983e-01   7.00504912e-02  -2.28643576e-03
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    1.27398346e-01  -1.55061393e-01]
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    1.83160293e-01   4.08702074e-03]
 [ -5.71810291e-02  -2.38374669e-01   1.74866847e-01  -3.41326602e-01
   -2.65850410e-01   1.42477831e-01   1.44026856e-01  -1.26286652e-01
   -3.18711885e-02   1.61179695e-01]]
[[ 0.6018385 ]
 [ 1.75923804]
 [ 0.21245971]
 [ 0.87269319]
 [-2.8113899 ]
 [-0.29398882]
 [-1.81346694]
 [ 0.04840291]
 [ 0.6770297 ]
 [ 0.86185021]]
Progress: 54.2% ... Training loss: 0.267 ... Validation loss: 0.456[[  1.74259211e-01   3.05717068e-01  -1.00164106e-01   1.14624093e-01
   -4.04920184e-01  -7.23323198e-02  -1.11996927e-01   1.19901077e-01
   -4.30047549e-02   2.24866435e-01]
 [  1.00725527e-02   1.23852146e-01  -2.05264364e-02   4.33332309e-02
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    1.40509882e-01  -3.07897282e-02]
 [  2.12739638e-01   7.57380803e-01   1.32184815e-02  -4.55659124e-02
    8.45831780e-01  -2.55627084e-02  -9.86224363e-01  -4.13859813e-02
    6.81558778e-02   3.03609344e-01]
 [  6.71689601e-02  -4.49297549e-01  -1.85459419e-01   2.44203673e-01
   -3.33339284e-02   1.18794709e-01   2.61340914e-01   6.64279575e-02
    1.54664494e-01   3.32354572e-01]
 [ -3.59620403e-02   5.78827795e-02  -1.49335869e-01   3.99177333e-02
   -8.48643614e-02  -1.78736356e-01   1.19893454e-01  -1.16569618e-01
   -1.94473049e-01  -5.79619228e-02]
 [ -4.09417210e-01  -6.86647011e-01  -3.07657888e-01   1.29394460e-01
   -2.39665004e-01   4.72155970e-02   3.98573037e-01  -4.18822904e-02
   -4.89191979e-02  -5.54195855e-02]
 [  1.76347266e-03  -2.67835183e-01   1.16760936e-02   9.83578384e-02
   -5.65929032e-02  -7.42086026e-02   1.66093986e-01  -1.91509504e-01
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   -6.05332305e-02  -4.67086188e-02   8.42886629e-02   1.15754111e-01
    7.67156422e-02  -2.43415024e-02]
 [ -1.77693843e-01  -2.07151093e-01  -3.02169056e-01  -1.92359531e-02
   -1.03731984e-01   6.76111842e-02  -7.14631934e-02  -3.00220824e-02
    2.71213804e-01  -1.31795086e-01]
 [  2.30864247e-02  -4.62642528e-01   6.86489165e-02  -4.62735867e-02
   -3.28765296e-01  -1.02572752e-01   2.08241556e-01  -1.14500480e-01
   -1.48706889e-02   5.23031047e-02]
 [ -7.40015497e-02  -1.46603975e-01   7.90499906e-03  -1.17551044e-01
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 [ -9.98025743e-02  -8.67984146e-02   1.23276857e-01   1.15230878e-01
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    1.83959405e-01   5.08578380e-03]
 [ -5.77322917e-02  -2.39208804e-01   1.74687541e-01  -3.42095781e-01
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   -3.25423275e-02   1.60387611e-01]]
[[ 0.61435413]
 [ 1.76840024]
 [ 0.22269987]
 [ 0.88458486]
 [-2.80047932]
 [-0.28445962]
 [-1.80289119]
 [ 0.05922277]
 [ 0.69040671]
 [ 0.87450552]]
Progress: 54.2% ... Training loss: 0.258 ... Validation loss: 0.447[[  1.74926462e-01   3.08671312e-01  -9.98920578e-02   1.15592121e-01
   -4.06813676e-01  -7.26319363e-02  -1.14419452e-01   1.19959778e-01
   -4.23292696e-02   2.25903683e-01]
 [  9.77124918e-03   1.23193135e-01  -2.06515059e-02   4.28544111e-02
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    1.40111599e-01  -3.12632216e-02]
 [  2.12246189e-01   7.58260005e-01   1.30869870e-02  -4.61652847e-02
    8.46795751e-01  -2.54296751e-02  -9.87659492e-01  -4.14406361e-02
    6.74809134e-02   3.03077833e-01]
 [  6.89854242e-02  -4.46725308e-01  -1.84769277e-01   2.47015131e-01
   -4.36561573e-02   1.17937632e-01   2.58696486e-01   6.66265190e-02
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 [ -3.56314368e-02   5.87483452e-02  -1.49210798e-01   4.04557338e-02
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   -4.90973069e-02  -5.56261304e-02]
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   -1.70203092e-01  -2.12622730e-01]
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   -9.42421712e-02  -9.93941091e-03]
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   -1.82356266e-01  -3.81570411e-01]
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 [  1.00494736e-02  -5.31547588e-01  -4.45791957e-02  -1.08083356e-01
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   -3.65762502e-01  -2.21541664e-01]
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   -1.91316062e-01   1.00339790e-01]
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   -1.32045313e-02  -8.25132104e-02]
 [ -7.98444820e-03   1.22377316e-01   8.47148967e-02  -3.19431816e-02
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   -2.15970385e-02   1.71563760e-01]
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   -5.81250593e-02  -2.50423513e-02]
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 [  2.44616948e-01   3.28810097e-01   2.45375355e-01   1.46946588e-01
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 [  8.00246336e-02  -2.82036388e-01  -1.70331050e-01  -6.44380961e-02
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 [ -1.05252682e-01   1.70434173e-02   2.69892054e-01   1.68404198e-02
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   -9.55755123e-02  -4.03518412e-02]
 [ -3.34918364e-01  -3.44137734e-03   1.98348330e-02  -7.03268295e-03
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   -6.87349300e-02   8.96389272e-02]
 [  1.58572902e-01  -1.21673183e-02  -2.27227987e-01  -5.36454540e-02
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 [  2.26824194e-01  -2.15139571e-01   7.04968154e-02  -5.19632613e-04
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    1.28791864e-01  -1.53437868e-01]
 [ -9.85254969e-02  -8.38057169e-02   1.23781404e-01   1.17101692e-01
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    1.85352399e-01   6.83627474e-03]
 [ -5.78372357e-02  -2.38750378e-01   1.74636178e-01  -3.42294848e-01
   -2.63906077e-01   1.42835617e-01   1.44067535e-01  -1.26347492e-01
   -3.27546626e-02   1.60334209e-01]]
[[ 0.61983312]
 [ 1.7715527 ]
 [ 0.22521701]
 [ 0.89098336]
 [-2.79878018]
 [-0.2788866 ]
 [-1.79845153]
 [ 0.06367693]
 [ 0.69701702]
 [ 0.87899738]]
Progress: 54.3% ... Training loss: 0.258 ... Validation loss: 0.447[[  1.71175568e-01   2.98759023e-01  -1.01283884e-01   1.10220924e-01
   -3.91360699e-01  -7.09003230e-02  -1.04794752e-01   1.19556219e-01
   -4.66087475e-02   2.20679826e-01]
 [  9.20085116e-03   1.21344460e-01  -2.09006497e-02   4.19466590e-02
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    1.39528106e-01  -3.20683720e-02]
 [  2.11067135e-01   7.51113788e-01   1.25593246e-02  -4.80330674e-02
    8.58692079e-01  -2.48261088e-02  -9.81830577e-01  -4.15765989e-02
    6.61562415e-02   3.01656938e-01]
 [  6.85995476e-02  -4.46220130e-01  -1.84874823e-01   2.46854362e-01
   -4.66079705e-02   1.18179558e-01   2.58156323e-01   6.65704400e-02
    1.56313746e-01   3.35077546e-01]
 [ -3.64946246e-02   5.67323779e-02  -1.49472451e-01   3.93592420e-02
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   -1.94636573e-01  -5.86040738e-02]
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   -5.02353468e-02  -5.71012284e-02]
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   -5.17578952e-02  -4.56689754e-02   8.92341340e-02   1.15504873e-01
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   -1.07899981e-01   6.75533455e-02  -7.17342979e-02  -3.00215986e-02
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 [  2.06751126e-02  -4.68193098e-01   6.77008010e-02  -5.00289796e-02
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   -1.79400277e-02   4.84609428e-02]
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   -1.71406017e-01  -2.14068539e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91555187e-01  -3.51422983e-01   9.16382902e-02   2.03900515e-01
   -1.66774134e-01  -6.03030422e-02   1.13669518e-01  -2.62297648e-01
   -2.86579932e-01  -1.04991573e-01]
 [  8.76068766e-02  -2.25451832e-01  -2.77496615e-02   9.82298825e-02
   -5.27511150e-02  -8.33764406e-02   2.78299861e-01   1.00603769e-03
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 [  3.06054017e-02  -1.38663527e-01  -2.13039811e-01   1.38712139e-01
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   -9.44988854e-02  -1.04167078e-02]
 [ -1.11129161e-01  -7.66398984e-02  -1.98081691e-01   1.71501978e-01
   -1.32790398e-02   1.29632312e-01  -1.18028786e-02  -2.49912759e-01
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    8.78192061e-02   5.72865176e-02]
 [  6.19592145e-02  -1.58768520e-02   8.76864050e-02   8.67390012e-02
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   -2.62837042e-02  -5.71698368e-02]
 [  1.20727226e-02  -1.41914344e-01  -2.92928517e-01  -5.18599197e-02
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 [  5.60471845e-02  -4.81890846e-02  -1.13080491e-01   5.92246772e-02
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   -1.48947079e-01  -4.77767860e-02]
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   -1.18735454e-02   3.75534779e-02]
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   -1.82452955e-01  -3.81694990e-01]
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 [  9.94833481e-03  -5.31920904e-01  -4.46125376e-02  -1.08236618e-01
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   -3.65890834e-01  -2.21704797e-01]
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   -7.06616160e-02   8.50056937e-02]
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   -9.02577519e-02  -1.36537415e-01]
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   -2.60189537e-01  -2.89615781e-02]
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   -2.10709903e-02  -1.31544452e-01]
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   -1.06028648e-01   5.51577864e-02  -1.64339331e-01   2.80947531e-01
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 [  3.48785647e-01   3.32947080e-01  -8.27080211e-02   2.98588331e-01
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 [  5.45971703e-02   1.27273198e-01   2.56459350e-01   2.55079572e-01
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   -1.31436412e-01  -2.80583328e-01]
 [  1.79842724e-02  -9.71290309e-02  -1.22175700e-01  -6.37276123e-02
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 [  4.98151056e-03  -4.21782732e-02  -6.67195977e-02  -4.89354373e-02
   -3.52884071e-02  -1.80509448e-01   6.49850008e-02   1.00271115e-02
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 [  2.57274278e-02   8.92358716e-02   2.42059194e-01   6.68197383e-02
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   -1.91726002e-01   9.99114790e-02]
 [  7.89160543e-02   7.09499417e-02   1.08831838e-01   1.25790984e-02
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   -1.31296594e-02  -8.24501588e-02]
 [ -7.91048200e-03   1.22330387e-01   8.47288899e-02  -3.18702001e-02
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   -2.15341792e-02   1.71632274e-01]
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   -5.84931012e-02  -2.54995510e-02]
 [  5.34281118e-02   5.63610426e-02   2.05762092e-02   5.42061987e-02
   -4.79227521e-01  -1.27399882e-01  -2.51940576e-01   4.18221900e-02
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 [  6.18520010e-02   4.97416855e-01   1.28807734e-01   4.44519321e-01
   -1.31880851e+00  -3.03041536e-01  -5.62911118e-01  -7.07776916e-02
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 [ -7.37919508e-02   2.45586987e-01   2.40914167e-01   1.62252876e-02
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   -3.26772508e-02   5.04773073e-02]
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   -2.78244046e-01  -9.69028254e-02]
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   -2.12423258e-01   2.67253766e-02]
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   -1.68043419e-01  -2.25441592e-01]
 [  7.85101778e-02  -2.85729674e-01  -1.70915687e-01  -6.66492868e-02
   -1.58749619e-01  -3.03749362e-02   1.69911192e-01  -1.60178333e-01
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   -9.72691320e-02  -4.25108538e-02]
 [ -3.35598840e-01  -5.40634111e-03   1.95880566e-02  -7.95968271e-03
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   -6.95311172e-02   8.86942897e-02]
 [  1.58698134e-01  -1.24214171e-02  -2.27175494e-01  -5.34524723e-02
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    1.89221234e-02  -1.63001796e-01]
 [  2.27021805e-01  -2.15028620e-01   7.05623249e-02  -3.61015646e-04
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    1.28924213e-01  -1.53310471e-01]
 [ -9.86706867e-02  -8.33398629e-02   1.23726593e-01   1.16910535e-01
    2.08156187e-02  -1.17625012e-01   2.37767591e-01  -7.81863457e-02
    1.85184592e-01   6.64486465e-03]
 [ -5.90151987e-02  -2.40515270e-01   1.74221009e-01  -3.43998570e-01
   -2.61865506e-01   1.43392226e-01   1.46013821e-01  -1.26480408e-01
   -3.41442462e-02   1.58574883e-01]]
[[ 0.60257022]
 [ 1.75596812]
 [ 0.20908188]
 [ 0.87298194]
 [-2.81080463]
 [-0.29440677]
 [-1.81558454]
 [ 0.04766634]
 [ 0.68002795]
 [ 0.86083031]]
Progress: 54.4% ... Training loss: 0.268 ... Validation loss: 0.458[[  1.73251558e-01   3.03908125e-01  -1.00554380e-01   1.13179934e-01
   -4.00117668e-01  -7.18415407e-02  -1.09703328e-01   1.19717062e-01
   -4.44180344e-02   2.23407454e-01]
 [  9.07996711e-03   1.21186340e-01  -2.09579748e-02   4.17148759e-02
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    1.39331105e-01  -3.22342570e-02]
 [  2.13564557e-01   7.59701546e-01   1.33668865e-02  -4.47870059e-02
    8.52025644e-01  -2.60091263e-02  -9.91066927e-01  -4.13875418e-02
    6.86977946e-02   3.04622990e-01]
 [  7.09567928e-02  -4.43039996e-01  -1.84003857e-01   2.50596796e-01
   -5.35087349e-02   1.17009753e-01   2.54170338e-01   6.67578474e-02
    1.59144935e-01   3.38638437e-01]
 [ -3.75910148e-02   5.33315030e-02  -1.49833810e-01   3.79048868e-02
   -7.90474880e-02  -1.78187111e-01   1.25883491e-01  -1.16696183e-01
   -1.95866911e-01  -6.01874621e-02]
 [ -4.09984781e-01  -6.86776704e-01  -3.07860795e-01   1.28693405e-01
   -2.41538484e-01   4.74796063e-02   3.99220381e-01  -4.19659927e-02
   -4.98033314e-02  -5.64783521e-02]
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   -5.69538521e-02  -4.63160585e-02   8.56919043e-02   1.15606658e-01
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   -1.11239645e-01   6.74195497e-02  -7.26372185e-02  -2.99991319e-02
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   -1.68136190e-02   4.97735196e-02]
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   -1.69913385e-01  -2.12208003e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.91845535e-01  -3.52072186e-01   9.15168640e-02   2.03414594e-01
   -1.66485772e-01  -6.01478017e-02   1.14218449e-01  -2.62323830e-01
   -2.86975131e-01  -1.05413110e-01]
 [  8.86577710e-02  -2.24186408e-01  -2.73736751e-02   9.98009786e-02
   -5.56003076e-02  -8.39109348e-02   2.77106396e-01   1.09353001e-03
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 [  2.97791253e-02  -1.40494347e-01  -2.13300324e-01   1.37625445e-01
   -6.76798590e-02   8.41024294e-02  -9.35322078e-03  -2.08808383e-02
   -9.54408998e-02  -1.14837581e-02]
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 [ -5.81801810e-02  -6.24965857e-02   2.79223069e-01   1.14406850e-01
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 [  6.26046124e-02  -1.35602562e-02   8.79035813e-02   8.75951271e-02
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   -2.56496529e-02  -5.63184280e-02]
 [  1.27296382e-02  -1.40277817e-01  -2.92720883e-01  -5.10434423e-02
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 [  5.58700113e-02  -4.85395821e-02  -1.13143238e-01   5.89755170e-02
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   -1.49132560e-01  -4.80320870e-02]
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   -1.82507536e-01  -3.81757760e-01]
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 [  1.01322818e-02  -5.31824609e-01  -4.45498117e-02  -1.07967996e-01
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   -3.65674289e-01  -2.21437162e-01]
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   -7.05797758e-02   8.50916047e-02]
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   -8.99097056e-02  -1.36083238e-01]
 [ -2.11339811e-01  -3.61961256e-01   2.50472767e-01  -2.44679736e-01
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   -2.59377718e-01  -2.79690737e-02]
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   -2.09737601e-02  -1.31426799e-01]
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   -1.05373024e-01   5.52110371e-02  -1.63951495e-01   2.80939783e-01
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 [  3.47976325e-01   3.31939357e-01  -8.29637277e-02   2.97396365e-01
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 [  5.45090478e-02   1.26675853e-01   2.56431007e-01   2.54918142e-01
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   -1.31543418e-01  -2.80737489e-01]
 [  1.84365235e-02  -9.59550843e-02  -1.22019223e-01  -6.31110372e-02
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 [  5.43484664e-03  -4.07562354e-02  -6.65540991e-02  -4.82882982e-02
   -3.70978085e-02  -1.80736135e-01   6.36347458e-02   1.00635551e-02
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 [  2.56967052e-02   8.91897501e-02   2.42049743e-01   6.67646916e-02
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   -1.91763883e-01   9.98799303e-02]
 [  7.90345597e-02   7.10661245e-02   1.08867412e-01   1.27515773e-02
   -2.49271147e-01   6.46474503e-02   1.63343522e-02  -2.70970214e-01
   -1.30016110e-02  -8.23194757e-02]
 [ -7.91346268e-03   1.22479382e-01   8.47304805e-02  -3.18772539e-02
   -6.40665422e-02   1.78848003e-01   6.55907902e-02   1.17919916e-01
   -2.15521694e-02   1.71616439e-01]
 [  2.20948040e-01   8.81157574e-02   2.75702275e-02   7.45035206e-02
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   -5.91369364e-02  -2.63223136e-02]
 [  5.38657210e-02   5.75038402e-02   2.07311585e-02   5.48215834e-02
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 [  6.22784100e-02   4.98326023e-01   1.28949130e-01   4.45121407e-01
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 [  2.45329289e-01   3.31041079e-01   2.45621344e-01   1.47981570e-01
   -5.36483115e-01   8.13279398e-02  -2.24911504e-01   1.61899036e-01
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   -2.77997658e-01  -9.65913757e-02]
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   -2.12186125e-01   2.70242743e-02]
 [  7.81346944e-03  -4.31055530e-01  -1.28799549e-01  -1.64750966e-01
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   -1.67743676e-01  -2.25057209e-01]
 [  7.78061674e-02  -2.87387414e-01  -1.71147759e-01  -6.76334080e-02
   -1.58093488e-01  -3.00550559e-02   1.72323256e-01  -1.60233338e-01
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 [ -1.06492953e-01   1.29179591e-02   2.69394079e-01   1.50130514e-02
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   -9.69543903e-02  -4.20278728e-02]
 [ -3.34740404e-01  -3.41092652e-03   1.99007995e-02  -6.66659221e-03
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   -6.85105165e-02   8.99212513e-02]
 [  1.58540856e-01  -1.27952117e-02  -2.27246625e-01  -5.37300849e-02
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    1.87064865e-02  -1.63249251e-01]
 [  2.27198278e-01  -2.14841663e-01   7.06102453e-02  -1.39735739e-04
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    1.29079382e-01  -1.53101863e-01]
 [ -9.72190326e-02  -7.97884461e-02   1.24269750e-01   1.19128241e-01
    1.45437332e-02  -1.18345381e-01   2.34379824e-01  -7.80631945e-02
    1.86806671e-01   8.71622814e-03]
 [ -5.80181483e-02  -2.38000422e-01   1.74552356e-01  -3.42693094e-01
   -2.67707010e-01   1.42923540e-01   1.43873980e-01  -1.26400644e-01
   -3.30104755e-02   1.59932668e-01]]
[[ 0.6124671 ]
 [ 1.76435026]
 [ 0.21939428]
 [ 0.88335296]
 [-2.79923125]
 [-0.28442859]
 [-1.80497709]
 [ 0.05777792]
 [ 0.69195264]
 [ 0.87452591]]
Progress: 54.4% ... Training loss: 0.259 ... Validation loss: 0.451[[  1.73087806e-01   3.02699643e-01  -1.00532442e-01   1.13247791e-01
   -4.02303148e-01  -7.17988301e-02  -1.07957708e-01   1.19702642e-01
   -4.43722906e-02   2.23316526e-01]
 [  9.11478717e-03   1.21286252e-01  -2.09421317e-02   4.17781226e-02
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    1.39369828e-01  -3.21779230e-02]
 [  2.14305958e-01   7.59124228e-01   1.36818548e-02  -4.37519086e-02
    8.49103515e-01  -2.63994375e-02  -9.91591120e-01  -4.13265748e-02
    6.98630084e-02   3.05722679e-01]
 [  6.98673133e-02  -4.44742312e-01  -1.84485718e-01   2.48577171e-01
   -4.85068608e-02   1.17746610e-01   2.55614417e-01   6.66293500e-02
    1.57467700e-01   3.36433119e-01]
 [ -3.88461659e-02   5.08026541e-02  -1.50288078e-01   3.60048798e-02
   -7.43616648e-02  -1.77710495e-01   1.28389030e-01  -1.16819019e-01
   -1.97159697e-01  -6.10613602e-02]
 [ -4.10482810e-01  -6.88151245e-01  -3.08031404e-01   1.28147668e-01
   -2.41017125e-01   4.76828469e-02   4.00984308e-01  -4.20096822e-02
   -5.02923722e-02  -5.71225409e-02]
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   -5.92814195e-02  -7.44016464e-02   1.65306067e-01  -1.91485003e-01
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   -5.12452171e-02  -4.55823459e-02   9.12022004e-02   1.15442076e-01
    7.38013525e-02  -2.81112539e-02]
 [ -1.78172546e-01  -2.07643964e-01  -3.02287697e-01  -1.98838066e-02
   -1.09048267e-01   6.78051412e-02  -7.02864106e-02  -3.00784787e-02
    2.70833341e-01  -1.32621753e-01]
 [  1.93991083e-02  -4.72017638e-01   6.72419434e-02  -5.20063701e-02
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   -3.49846704e-02   1.57610522e-01]]
[[ 0.60257046]
 [ 1.75996142]
 [ 0.21043639]
 [ 0.87363727]
 [-2.80621279]
 [-0.29328082]
 [-1.81761859]
 [ 0.04804675]
 [ 0.67959144]
 [ 0.86310059]]
Progress: 54.5% ... Training loss: 0.264 ... Validation loss: 0.458[[  1.75505485e-01   3.08443718e-01  -9.96910476e-02   1.16678000e-01
   -4.10479274e-01  -7.27810678e-02  -1.14002076e-01   1.19883628e-01
   -4.15972101e-02   2.27102198e-01]
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 [  2.16226693e-01   7.63423348e-01   1.43632776e-02  -4.09716098e-02
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    7.21378516e-02   3.08845836e-01]
 [  6.71587550e-02  -4.51533477e-01  -1.85387620e-01   2.44896120e-01
   -3.62952811e-02   1.18808150e-01   2.63296380e-01   6.64317685e-02
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 [ -3.54754962e-02   5.75892385e-02  -1.49125855e-01   4.09927683e-02
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   -5.05730292e-02  -5.73114021e-02]
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   -1.70037940e-01  -2.12338460e-01]
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   -1.82311506e-01  -3.81571068e-01]
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   -3.65762024e-01  -2.21556435e-01]
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   -1.19104409e-02  -8.09477300e-02]
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   -2.17596011e-02   1.71393093e-01]
 [  2.20979753e-01   8.80388508e-02   2.75875325e-02   7.45263880e-02
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   -5.90990973e-02  -2.62849236e-02]
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 [  2.45258855e-01   3.30786329e-01   2.45569061e-01   1.47827428e-01
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 [  7.68566759e-02  -2.90620877e-01  -1.71487686e-01  -6.90071765e-02
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 [ -1.05041329e-01   1.66616249e-02   2.69934862e-01   1.71740534e-02
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   -9.52395394e-02  -3.98276570e-02]
 [ -3.34183151e-01  -3.40001514e-03   2.00743305e-02  -5.81075471e-03
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   -6.78779174e-02   9.05546405e-02]
 [  1.58365535e-01  -1.34582243e-02  -2.27292769e-01  -5.38522632e-02
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 [  2.28052699e-01  -2.12501156e-01   7.09634126e-02   1.25359843e-03
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 [ -9.71775686e-02  -7.94228078e-02   1.24260386e-01   1.19135918e-01
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    1.86811477e-01   8.72613498e-03]
 [ -5.94065333e-02  -2.42893040e-01   1.73992062e-01  -3.44989015e-01
   -2.65027889e-01   1.43622352e-01   1.48186870e-01  -1.26551342e-01
   -3.47670835e-02   1.58208027e-01]]
[[ 0.61527789]
 [ 1.77338153]
 [ 0.22177377]
 [ 0.88561966]
 [-2.79680173]
 [-0.2848481 ]
 [-1.80698269]
 [ 0.05739244]
 [ 0.69082379]
 [ 0.87480119]]
Progress: 54.5% ... Training loss: 0.258 ... Validation loss: 0.445[[  1.77347562e-01   3.13912996e-01  -9.90207351e-02   1.19095155e-01
   -4.17273188e-01  -7.36260750e-02  -1.18451121e-01   1.20052389e-01
   -3.97383077e-02   2.29455825e-01]
 [  9.10275468e-03   1.21235433e-01  -2.09402197e-02   4.17788972e-02
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    1.39370220e-01  -3.22170002e-02]
 [  2.16739269e-01   7.66206580e-01   1.45707161e-02  -4.01535177e-02
    8.42831365e-01  -2.73294661e-02  -9.99791728e-01  -4.11465384e-02
    7.27802323e-02   3.09678666e-01]
 [  6.89896484e-02  -4.48099139e-01  -1.84759858e-01   2.47266615e-01
   -4.20234881e-02   1.18084001e-01   2.59119069e-01   6.66049405e-02
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 [ -3.39870206e-02   6.19552563e-02  -1.48512260e-01   4.34286757e-02
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   -1.91949358e-01  -5.37063919e-02]
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   -5.04743553e-02  -5.72819462e-02]
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   -5.54295931e-02  -4.60260337e-02   8.84922083e-02   1.15539658e-01
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   -1.07625932e-01   6.80397791e-02  -6.85570645e-02  -3.01474408e-02
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 [  2.04274771e-02  -4.70412723e-01   6.75142134e-02  -5.10631231e-02
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   -1.78917199e-02   4.80028542e-02]
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   -1.68915267e-01  -2.11039755e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.92056218e-01  -3.52818871e-01   9.14484337e-02   2.03358556e-01
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   -2.87219919e-01  -1.05856551e-01]
 [  8.78144805e-02  -2.26133379e-01  -2.76754617e-02   9.85655364e-02
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 [  3.09852190e-02  -1.37887510e-01  -2.12904845e-01   1.39112317e-01
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   -9.40683079e-02  -9.50463840e-03]
 [ -1.10135731e-01  -7.49118945e-02  -1.97740237e-01   1.72921217e-01
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 [  6.45309659e-02  -9.37842701e-03   8.86099065e-02   9.04480517e-02
   -2.47527933e-03  -1.75559642e-02   1.79150766e-01   1.19912911e-01
   -2.32781426e-02  -5.33802975e-02]
 [  1.24310784e-02  -1.41150653e-01  -2.92825857e-01  -5.14178383e-02
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 [  5.73973489e-02  -4.56329533e-02  -1.12563415e-01   6.12737302e-02
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   -1.81829940e-01  -3.81091539e-01]
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 [  9.97737198e-03  -5.32398158e-01  -4.46044163e-02  -1.08196113e-01
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   -3.65857004e-01  -2.21691770e-01]
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   -8.92557730e-02  -1.35258530e-01]
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   -2.59060188e-01  -2.75828205e-02]
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 [  3.48504313e-01   3.32245063e-01  -8.28510518e-02   2.97732709e-01
   -8.43285480e-01  -2.83270492e-01  -4.75759220e-01   1.76180011e-01
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 [  5.40188243e-02   1.25194918e-01   2.56265838e-01   2.54045727e-01
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   -1.91184594e-01   1.00570212e-01]
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   -1.07119363e-02  -7.94382156e-02]
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   -5.92312389e-02  -2.64536721e-02]
 [  5.35622191e-02   5.66898168e-02   2.06183051e-02   5.43154438e-02
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   -2.11897195e-01   2.73835402e-02]
 [  7.86373447e-03  -4.31045033e-01  -1.28784669e-01  -1.64665103e-01
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   -1.67678415e-01  -2.24994030e-01]
 [  7.55446364e-02  -2.93780201e-01  -1.71981211e-01  -7.10098033e-02
   -1.52216402e-01  -2.89710632e-02   1.80246939e-01  -1.60468502e-01
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 [ -1.05211289e-01   1.61327528e-02   2.69882194e-01   1.69232816e-02
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   -9.54281513e-02  -4.01506205e-02]
 [ -3.33647730e-01  -2.15964470e-03   2.02491134e-02  -5.07037121e-03
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   -6.73229756e-02   9.11611534e-02]
 [  1.58323763e-01  -1.35127598e-02  -2.27291800e-01  -5.38957870e-02
    8.52352646e-02  -3.07247256e-01   7.35386935e-02  -1.65138488e-01
    1.84886386e-02  -1.63466600e-01]
 [  2.28695827e-01  -2.11214029e-01   7.12059955e-02   2.25326102e-03
    7.04263231e-02  -4.61561144e-02   3.59393781e-02  -1.34902507e-01
    1.30924035e-01  -1.50776705e-01]
 [ -9.64718444e-02  -7.81437647e-02   1.24522495e-01   1.19972595e-01
    1.14728039e-02  -1.18721153e-01   2.31947561e-01  -7.80020455e-02
    1.87461950e-01   9.70102776e-03]
 [ -5.98846550e-02  -2.43357315e-01   1.73802888e-01  -3.45791751e-01
   -2.64155105e-01   1.43884425e-01   1.48127841e-01  -1.26615539e-01
   -3.53388732e-02   1.57569591e-01]]
[[ 0.61518025]
 [ 1.774295  ]
 [ 0.22049833]
 [ 0.88625919]
 [-2.79435837]
 [-0.2845077 ]
 [-1.80758761]
 [ 0.05734982]
 [ 0.68953418]
 [ 0.87477203]]
Progress: 54.5% ... Training loss: 0.257 ... Validation loss: 0.446[[  1.80555042e-01   3.21789001e-01  -9.78100332e-02   1.23720959e-01
   -4.28884648e-01  -7.51300101e-02  -1.25743343e-01   1.20367271e-01
   -3.60900894e-02   2.34064455e-01]
 [  8.62240016e-03   1.20059596e-01  -2.11357491e-02   4.10130233e-02
    9.28494006e-02  -4.89936840e-03   3.40827774e-01   4.03955935e-02
    1.38760417e-01  -3.29817654e-02]
 [  2.17156203e-01   7.66433229e-01   1.47180025e-02  -3.98280889e-02
    8.40870556e-01  -2.74934305e-02  -1.00130939e+00  -4.11064669e-02
    7.32782739e-02   3.10160408e-01]
 [  6.87138223e-02  -4.48990641e-01  -1.84822443e-01   2.47098891e-01
   -3.91864919e-02   1.18155370e-01   2.59947507e-01   6.65950128e-02
    1.56175401e-01   3.35291456e-01]
 [ -3.26909148e-02   6.42753668e-02  -1.48032565e-01   4.53837788e-02
   -9.60000922e-02  -1.80518794e-01   1.15174376e-01  -1.16286456e-01
   -1.90365323e-01  -5.17675272e-02]
 [ -4.10713887e-01  -6.89704821e-01  -3.08178027e-01   1.27642481e-01
   -2.44351921e-01   4.77977021e-02   4.03000505e-01  -4.20365433e-02
   -5.07855667e-02  -5.76478622e-02]
 [  5.26532562e-03  -2.60400876e-01   1.29495554e-02   1.03258886e-01
   -7.01154207e-02  -7.57887138e-02   1.56944977e-01  -1.91250665e-01
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 [  1.05652239e-01  -3.23373920e-01   2.85357763e-02  -8.16320712e-02
   -5.90426081e-02  -4.62884286e-02   8.68436093e-02   1.15597534e-01
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 [ -1.78418451e-01  -2.08128241e-01  -3.02364706e-01  -2.03338126e-02
   -1.07850467e-01   6.78947408e-02  -6.95665658e-02  -3.01157403e-02
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 [  2.18167593e-02  -4.67177810e-01   6.79776779e-02  -4.92938990e-02
   -3.34362772e-01  -1.01649578e-01   2.11847259e-01  -1.14800779e-01
   -1.65673657e-02   4.95554415e-02]
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   -1.68598710e-01   5.12411133e-03   2.30639309e-01  -1.01726278e-01
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   -1.69774698e-01  -2.12080203e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.92092520e-01  -3.52873322e-01   9.14634847e-02   2.03406061e-01
   -1.68470773e-01  -6.01153988e-02   1.15148585e-01  -2.62343098e-01
   -2.87209952e-01  -1.05891025e-01]
 [  8.80942328e-02  -2.25900970e-01  -2.75748475e-02   9.89775616e-02
   -5.56497718e-02  -8.36791960e-02   2.79323781e-01   1.05503855e-03
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 [  3.14033869e-02  -1.36969093e-01  -2.12754448e-01   1.39750358e-01
   -7.03692502e-02   8.33765224e-02  -1.30687917e-02  -2.07485155e-02
   -9.35651360e-02  -8.87359036e-03]
 [ -1.09819761e-01  -7.40421907e-02  -1.97630904e-01   1.73340996e-01
   -1.90276986e-02   1.29020540e-01  -1.47595998e-02  -2.49826400e-01
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 [ -5.80613936e-02  -6.28705010e-02   2.79264880e-01   1.14556537e-01
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 [  6.42450740e-02  -1.01325398e-02   8.85116414e-02   9.00888771e-02
   -1.62743677e-03  -1.74172819e-02   1.79566555e-01   1.19887020e-01
   -2.36062286e-02  -5.38030150e-02]
 [  1.25593412e-02  -1.40910849e-01  -2.92776822e-01  -5.12172323e-02
    4.93870035e-02  -9.33606176e-02   9.37263081e-02   1.62418000e-01
    1.08734864e-01  -3.10614859e-02]
 [  5.79923733e-02  -4.42478829e-02  -1.12326841e-01   6.21454214e-02
   -1.85566604e-01   3.15812345e-01   2.69740634e-01   2.04953620e-01
   -1.46558449e-01  -4.50672301e-02]
 [  8.65902237e-03  -8.91879495e-03   1.25062074e-01   1.17863639e-01
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 [  1.09984069e-01   7.07988977e-02  -4.43142851e-02  -9.85443945e-02
   -1.22376662e-01  -3.29853803e-01   1.33017008e-01   8.12182904e-03
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 [ -1.07534862e-01  -8.52458221e-02  -1.71530956e-02   1.82204854e-02
   -6.27968932e-02  -2.03883070e-01  -3.25677615e-02  -2.06644463e-02
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 [ -1.63697054e-01  -1.36484359e-01  -2.04722673e-01  -2.50775244e-02
   -3.24501197e-01   1.79326113e-03   6.94831803e-02  -2.59024165e-02
   -1.38189132e-02   3.51256493e-02]
 [ -3.07504176e-02  -1.56889400e-01  -7.50585177e-02  -1.25487817e-01
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   -1.81187044e-01  -3.80289373e-01]
 [ -1.69502592e-02  -4.70514762e-01  -3.12169282e-02  -7.26438952e-02
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    2.99155913e-02  -3.88802644e-01]
 [  9.73625994e-03  -5.32866973e-01  -4.46862779e-02  -1.08538447e-01
    6.81214020e-01   2.32483163e-02   5.61157952e-01   4.83610328e-02
   -3.66111277e-01  -2.22016738e-01]
 [ -1.75943687e-01  -6.61495363e-01  -1.13309207e-02  -2.06445973e-01
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   -7.03445473e-02   8.54849043e-02]
 [ -3.01635612e-01  -4.85657515e-01   5.44620645e-02  -4.88418914e-02
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   -8.96488241e-02  -1.35741920e-01]
 [ -2.11038163e-01  -3.61678444e-01   2.50580480e-01  -2.44230967e-01
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   -2.59014203e-01  -2.75246149e-02]
 [ -1.43097431e-01  -2.64147740e-01  -1.85381491e-01  -1.16086879e-01
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   -2.08655940e-02  -1.31338468e-01]
 [  9.83861008e-02   2.65843579e-01   1.58705841e-01  -1.09749622e-01
   -1.00229297e-01   5.59229994e-02  -1.59823609e-01   2.80803341e-01
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 [  3.49544393e-01   3.35272605e-01  -8.24711880e-02   2.99209838e-01
   -8.46384917e-01  -2.83738833e-01  -4.78606143e-01   1.76279529e-01
    3.87491561e-01  -2.48276397e-02]
 [  5.43157626e-02   1.25617297e-01   2.56410831e-01   2.54556219e-01
   -5.93750052e-02  -1.99797797e-01  -1.87132831e-01  -1.32496676e-01
   -1.31740373e-01  -2.80970448e-01]
 [  1.86981352e-02  -9.54157046e-02  -1.21933993e-01  -6.27636201e-02
    2.23673128e-01   4.12325786e-02  -5.03734917e-04  -1.85889618e-01
    2.58412149e-02   1.98684728e-01]
 [  4.93768597e-03  -4.23756953e-02  -6.67361487e-02  -4.90479054e-02
   -3.47330922e-02  -1.80538234e-01   6.50248837e-02   1.00149850e-02
    3.77504110e-02   5.65160983e-03]
 [  2.59776048e-02   8.99083975e-02   2.42146415e-01   6.71796491e-02
   -2.07269478e-01  -1.35362105e-01   9.21433194e-02   3.87380598e-02
   -1.91470866e-01   1.00232072e-01]
 [  8.13511928e-02   7.71152199e-02   1.09712477e-01   1.61508821e-02
   -2.57945822e-01   6.35337830e-02   1.03284989e-02  -2.70778476e-01
   -1.03626465e-02  -7.89712564e-02]
 [ -7.53712113e-03   1.22744434e-01   8.48907786e-02  -3.13704061e-02
   -6.57725800e-02   1.78627259e-01   6.53693941e-02   1.17964223e-01
   -2.10604927e-02   1.72315709e-01]
 [  2.19952382e-01   8.49245363e-02   2.71797923e-02   7.28791922e-02
    2.55161234e-02  -2.31878438e-02  -2.01569152e-01   1.47713281e-01
   -6.03695332e-02  -2.78564663e-02]
 [  5.31987878e-02   5.61637513e-02   2.04980200e-02   5.38175892e-02
   -4.79307153e-01  -1.27323969e-01  -2.51239644e-01   4.17961714e-02
    1.27505722e-01   2.03520980e-01]
 [  6.35408557e-02   5.00670881e-01   1.29397753e-01   4.47020755e-01
   -1.32779805e+00  -3.03578849e-01  -5.65574945e-01  -7.06347563e-02
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 [  1.80409128e-01   4.98032237e-01   6.90602678e-02   4.39563931e-01
   -1.11078928e+00  -8.31140367e-02  -4.30820059e-01   1.51428684e-01
    2.20644354e-01   4.81856763e-01]
 [  2.45496225e-01   3.32181969e-01   2.45677499e-01   1.48327094e-01
   -5.38584824e-01   8.12435661e-02  -2.25749490e-01   1.61913598e-01
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 [ -7.43397127e-02   2.45018251e-01   2.40701301e-01   1.53526715e-02
   -8.22335039e-02   1.31118241e-01  -1.16334523e-01  -1.53600481e-02
   -3.33680928e-02   4.96503759e-02]
 [ -1.02479568e-01   1.14382072e-02   2.29056816e-02   8.82389368e-02
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   -2.77861842e-01  -9.64420875e-02]
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   -2.11717398e-01   2.75901281e-02]
 [  7.72709983e-03  -4.31387145e-01  -1.28834895e-01  -1.64866426e-01
    3.73030336e-01   2.60072156e-02   2.03627536e-01   1.51968339e-01
   -1.67834247e-01  -2.25178323e-01]
 [  7.58780312e-02  -2.92742474e-01  -1.71847960e-01  -7.04042798e-02
   -1.53956896e-01  -2.91423113e-02   1.79144662e-01  -1.60435364e-01
    8.21630649e-02  -2.11076730e-01]
 [ -1.04609320e-01   1.78234395e-02   2.70088100e-01   1.77679426e-02
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   -9.49284775e-02  -3.93257240e-02]
 [ -3.33422534e-01  -1.83634088e-03   2.03726634e-02  -4.66849896e-03
    1.42024193e-01  -1.82719021e-01   8.56949526e-03   2.35017984e-01
   -6.69934783e-02   9.15571373e-02]
 [  1.57872651e-01  -1.50430932e-02  -2.27460976e-01  -5.45481825e-02
    8.74735562e-02  -3.07008811e-01   7.49936201e-02  -1.65181430e-01
    1.80719568e-02  -1.64096878e-01]
 [  2.28219311e-01  -2.13112995e-01   7.10088740e-02   1.45151310e-03
    7.31398500e-02  -4.59016933e-02   3.73974888e-02  -1.34954756e-01
    1.30292795e-01  -1.51523832e-01]
 [ -9.73602435e-02  -8.04884278e-02   1.24188724e-01   1.18689293e-01
    1.33687174e-02  -1.18278027e-01   2.34392084e-01  -7.80880965e-02
    1.86432883e-01   8.33142736e-03]
 [ -5.82080615e-02  -2.38759377e-01   1.74394442e-01  -3.43524252e-01
   -2.71144082e-01   1.43100511e-01   1.43660725e-01  -1.26464084e-01
   -3.34989927e-02   1.59862004e-01]]
[[ 0.62011058]
 [ 1.77958653]
 [ 0.22402198]
 [ 0.88909559]
 [-2.79670067]
 [-0.28173583]
 [-1.80540502]
 [ 0.06043089]
 [ 0.69286641]
 [ 0.87965518]]
Progress: 54.6% ... Training loss: 0.259 ... Validation loss: 0.444[[  1.79321840e-01   3.17823308e-01  -9.83007994e-02   1.21724010e-01
   -4.23546503e-01  -7.45092108e-02  -1.22143595e-01   1.20234016e-01
   -3.74854695e-02   2.32123959e-01]
 [  8.67837758e-03   1.20034644e-01  -2.11203887e-02   4.11425542e-02
    9.32831341e-02  -4.91065581e-03   3.40740636e-01   4.03975569e-02
    1.38913607e-01  -3.26843703e-02]
 [  2.18055732e-01   7.65299088e-01   1.49795440e-02  -3.86598254e-02
    8.39773040e-01  -2.79065103e-02  -1.00303000e+00  -4.10286885e-02
    7.42254742e-02   3.11468499e-01]
 [  6.80715971e-02  -4.49884600e-01  -1.84993875e-01   2.46448801e-01
   -3.80189590e-02   1.18508447e-01   2.60992524e-01   6.65285511e-02
    1.55481859e-01   3.34518170e-01]
 [ -3.40027012e-02   6.06312410e-02  -1.48455749e-01   4.35103181e-02
   -9.33074516e-02  -1.80075804e-01   1.20187977e-01  -1.16401544e-01
   -1.91727046e-01  -5.37126524e-02]
 [ -4.11607072e-01  -6.91425676e-01  -3.08535448e-01   1.26201598e-01
   -2.42609193e-01   4.82168260e-02   4.04760863e-01  -4.21324390e-02
   -5.18419274e-02  -5.90324757e-02]
 [  6.32307803e-03  -2.58474351e-01   1.33176879e-02   1.04632852e-01
   -7.38171213e-02  -7.62521845e-02   1.54457148e-01  -1.91151373e-01
    2.11921435e-01   6.30379666e-02]
 [  1.04957596e-01  -3.25964388e-01   2.82554908e-02  -8.26338338e-02
   -5.62793508e-02  -4.59367933e-02   8.85170548e-02   1.15516768e-01
    7.50385505e-02  -2.64827188e-02]
 [ -1.79336222e-01  -2.09992231e-01  -3.02663672e-01  -2.16075477e-02
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    1.85961968e-01   7.55684773e-03]
 [ -5.78509807e-02  -2.37935138e-01   1.74505613e-01  -3.43114356e-01
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   -3.30969148e-02   1.60279457e-01]]
[[ 0.61402474]
 [ 1.77875228]
 [ 0.2196205 ]
 [ 0.88397053]
 [-2.79997077]
 [-0.28586715]
 [-1.81390533]
 [ 0.05639641]
 [ 0.68660362]
 [ 0.87481228]]
Progress: 54.6% ... Training loss: 0.258 ... Validation loss: 0.444[[  1.79761470e-01   3.17745284e-01  -9.80286441e-02   1.22922119e-01
   -4.26600066e-01  -7.46943279e-02  -1.20601260e-01   1.20303520e-01
   -3.64975373e-02   2.33522707e-01]
 [  9.26400364e-03   1.21749363e-01  -2.09003475e-02   4.20330847e-02
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 [  2.19832931e-01   7.66920116e-01   1.57232344e-02  -3.57260967e-02
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    7.66452579e-02   3.14926341e-01]
 [  6.47001677e-02  -4.52966388e-01  -1.86285359e-01   2.40939462e-01
   -2.47292453e-02   1.20045119e-01   2.64832460e-01   6.61788882e-02
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 [ -3.26383641e-02   6.12083445e-02  -1.48053301e-01   4.53196241e-02
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   -1.90340007e-01  -5.15154248e-02]
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   -5.15354020e-02  -5.88053432e-02]
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   -1.67048175e-01  -2.08645473e-01]
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 [  6.46606774e-02  -1.03369516e-02   8.86349840e-02   9.05077555e-02
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 [  1.33180048e-02  -1.39882776e-01  -2.92464925e-01  -4.98893185e-02
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 [  5.98253123e-02  -3.91150859e-02  -1.11572200e-01   6.52094152e-02
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   -1.81294784e-01  -3.80405817e-01]
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   -6.07153205e-02  -2.82781347e-02]
 [  5.31373081e-02   5.63796572e-02   2.04650237e-02   5.36882074e-02
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 [  7.44482149e-02  -2.95552826e-01  -1.72321615e-01  -7.23524328e-02
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 [ -1.04405698e-01   1.75816159e-02   2.70159528e-01   1.81821903e-02
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   -9.45910962e-02  -3.87868168e-02]
 [ -3.32099844e-01   1.21329985e-03   2.08222575e-02  -2.85799954e-03
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   -6.55975059e-02   9.32657985e-02]
 [  1.57874982e-01  -1.61243750e-02  -2.27411378e-01  -5.43502307e-02
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 [  2.29597703e-01  -2.09958394e-01   7.15654641e-02   3.66138800e-03
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 [ -9.79995730e-02  -8.24264128e-02   1.23985956e-01   1.17817038e-01
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    1.85872289e-01   7.46013046e-03]
 [ -5.95302465e-02  -2.42326482e-01   1.73888958e-01  -3.45609509e-01
   -2.67294567e-01   1.43749895e-01   1.47573661e-01  -1.26593444e-01
   -3.49655714e-02   1.58239504e-01]]
[[ 0.62041522]
 [ 1.78859502]
 [ 0.22421958]
 [ 0.8892321 ]
 [-2.79650689]
 [-0.28430752]
 [-1.81343511]
 [ 0.06188421]
 [ 0.69092533]
 [ 0.87785856]]
Progress: 54.7% ... Training loss: 0.258 ... Validation loss: 0.440[[  1.79882546e-01   3.17254772e-01  -9.79859434e-02   1.23194480e-01
   -4.24999227e-01  -7.47497440e-02  -1.20354522e-01   1.20321877e-01
   -3.63975624e-02   2.33727880e-01]
 [  9.04366428e-03   1.21185571e-01  -2.09864592e-02   4.16926614e-02
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    1.39298623e-01  -3.21504804e-02]
 [  2.18484952e-01   7.62021561e-01   1.52101542e-02  -3.74205579e-02
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    7.52364423e-02   3.13268727e-01]
 [  6.83179170e-02  -4.43662602e-01  -1.84899321e-01   2.46598557e-01
   -3.83805057e-02   1.18202247e-01   2.55564101e-01   6.65777682e-02
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 [ -3.28528753e-02   6.07935748e-02  -1.48126157e-01   4.52070717e-02
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   -1.90536210e-01  -5.16608216e-02]
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   -5.28222158e-02  -6.03332381e-02]
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 [  1.45667829e-02  -4.87312685e-01   6.53658520e-02  -5.95205567e-02
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   -1.65980790e-01  -2.07257964e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.92536055e-01  -3.53667746e-01   9.12766041e-02   2.02771878e-01
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   -2.87864350e-01  -1.06630645e-01]
 [  8.71860316e-02  -2.27937663e-01  -2.79159055e-02   9.76324420e-02
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 [  3.02609388e-02  -1.40012030e-01  -2.13179491e-01   1.37997082e-01
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   -9.48804377e-02  -1.04865693e-02]
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   -2.35417105e-02  -5.36596271e-02]
 [  1.16606414e-02  -1.44737624e-01  -2.93108861e-01  -5.22874441e-02
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 [  6.07381391e-02  -3.61675904e-02  -1.11239122e-01   6.66549246e-02
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   -1.81323362e-01  -3.80443475e-01]
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 [  1.00568548e-02  -5.32676983e-01  -4.45859688e-02  -1.08072573e-01
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   -3.65784113e-01  -2.21555794e-01]
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   -9.01364114e-02  -1.36326930e-01]
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 [  3.48834916e-01   3.34290853e-01  -8.26723599e-02   2.98264295e-01
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 [  5.46887812e-02   1.26308434e-01   2.56538552e-01   2.55038115e-01
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   -3.37008397e-02  -1.80530968e-01   6.51612860e-02   1.00004319e-02
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   -1.90826967e-01   1.01098665e-01]
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   -2.17843372e-02   1.71309117e-01]
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   -6.13572612e-02  -2.90985754e-02]
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   -3.37227762e-02   4.91809257e-02]
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   -2.12151547e-01   2.70408418e-02]
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   -1.67803710e-01  -2.25131071e-01]
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 [ -1.05415487e-01   1.45596642e-02   2.69783625e-01   1.66700215e-02
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   -9.57903937e-02  -4.02040702e-02]
 [ -3.31691035e-01   1.67722128e-03   2.09694872e-02  -2.28246339e-03
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   -6.51521683e-02   9.37608480e-02]
 [  1.56716704e-01  -1.89483184e-02  -2.27841289e-01  -5.60878467e-02
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 [  2.30087168e-01  -2.08136221e-01   7.17883118e-02   4.49247763e-03
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    1.32560050e-01  -1.48768262e-01]
 [ -9.83254411e-02  -8.30562836e-02   1.23832837e-01   1.17226367e-01
    1.63956702e-02  -1.17841873e-01   2.36637404e-01  -7.81832809e-02
    1.85407074e-01   6.91526026e-03]
 [ -6.20744715e-02  -2.49850021e-01   1.72916828e-01  -3.49384657e-01
   -2.58954533e-01   1.44993534e-01   1.54521199e-01  -1.26858789e-01
   -3.79655713e-02   1.54863453e-01]]
[[ 0.60792873]
 [ 1.77660589]
 [ 0.20985356]
 [ 0.87860369]
 [-2.80720894]
 [-0.29468998]
 [-1.82515895]
 [ 0.051978  ]
 [ 0.67693642]
 [ 0.86526429]]
Progress: 54.8% ... Training loss: 0.261 ... Validation loss: 0.449[[  1.82984506e-01   3.24117333e-01  -9.69014630e-02   1.27697771e-01
   -4.33257586e-01  -7.62760045e-02  -1.26634813e-01   1.20582149e-01
   -3.30496506e-02   2.37944912e-01]
 [  9.08983727e-03   1.21396989e-01  -2.09694555e-02   4.17645477e-02
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    1.39349252e-01  -3.20774732e-02]
 [  2.17544859e-01   7.60705925e-01   1.48663795e-02  -3.88482207e-02
    8.41026715e-01  -2.76118813e-02  -9.99797516e-01  -4.10416285e-02
    7.40494523e-02   3.11382931e-01]
 [  6.83665847e-02  -4.43929782e-01  -1.84844303e-01   2.46556267e-01
   -4.24349493e-02   1.18127893e-01   2.54712637e-01   6.65874249e-02
    1.56059962e-01   3.35120364e-01]
 [ -3.46788732e-02   5.59802629e-02  -1.48713054e-01   4.26619845e-02
   -8.91376208e-02  -1.79742945e-01   1.24576612e-01  -1.16409271e-01
   -1.92409622e-01  -5.41024652e-02]
 [ -4.10560354e-01  -6.89528727e-01  -3.08188407e-01   1.27807668e-01
   -2.47854638e-01   4.76459719e-02   4.02938104e-01  -4.20536892e-02
   -5.07743176e-02  -5.75321740e-02]
 [  3.18920151e-03  -2.68544250e-01   1.21719138e-02   9.99731597e-02
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   -7.16930541e-02  -4.74377387e-02   8.21518427e-02   1.15827880e-01
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   -1.08887085e-01   6.78037561e-02  -6.97188324e-02  -3.01087844e-02
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   -2.13069379e-02   4.40636711e-02]
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   -1.64275244e-01  -2.05115137e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.92048266e-01  -3.52629230e-01   9.14768752e-02   2.03600109e-01
   -1.69769391e-01  -6.01710504e-02   1.15356813e-01  -2.62348656e-01
   -2.87260416e-01  -1.05809496e-01]
 [  8.74514967e-02  -2.27575800e-01  -2.78277782e-02   9.79477475e-02
   -5.48313911e-02  -8.34201167e-02   2.80727199e-01   9.91898980e-04
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 [  3.21812033e-02  -1.35187416e-01  -2.12508621e-01   1.40728385e-01
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   -9.27843059e-02  -7.89614933e-03]
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 [  6.35043506e-02  -1.41306864e-02   8.81959476e-02   8.87117557e-02
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   -2.46219169e-02  -5.50973911e-02]
 [  1.19968817e-02  -1.43746785e-01  -2.93003816e-01  -5.18319722e-02
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 [  6.05573168e-02  -3.66579988e-02  -1.11299797e-01   6.63706510e-02
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   -1.43365127e-01  -4.12641627e-02]
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   -1.32214395e-02   3.58477413e-02]
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   -1.81271168e-01  -3.80380674e-01]
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 [  1.00972893e-02  -5.32957057e-01  -4.45846328e-02  -1.08009557e-01
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   -3.65721818e-01  -2.21483513e-01]
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   -6.96903874e-02   8.63321565e-02]
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   -9.01779617e-02  -1.36379358e-01]
 [ -2.11141144e-01  -3.62493191e-01   2.50535683e-01  -2.44359509e-01
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   -2.59131622e-01  -2.75816180e-02]
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   -2.13356407e-02  -1.31940971e-01]
 [  9.73270550e-02   2.64045788e-01   1.58321230e-01  -1.11108947e-01
   -9.78606888e-02   5.63913894e-02  -1.58097488e-01   2.80689613e-01
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 [  3.48817559e-01   3.33667630e-01  -8.27047782e-02   2.98133492e-01
   -8.46595657e-01  -2.83414914e-01  -4.76813262e-01   1.76204163e-01
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 [  5.45966706e-02   1.26115976e-01   2.56505995e-01   2.54900779e-01
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   -1.31455413e-01  -2.80645521e-01]
 [  1.77982712e-02  -9.81094675e-02  -1.22275608e-01  -6.40340420e-02
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 [  4.75985233e-03  -4.34268056e-02  -6.68032444e-02  -4.93658537e-02
   -3.30918323e-02  -1.80491073e-01   6.54111602e-02   9.99390192e-03
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 [  2.69144925e-02   9.16590682e-02   2.42528588e-01   6.86651184e-02
   -2.09613013e-01  -1.35859412e-01   9.03054688e-02   3.88363126e-02
   -1.90397903e-01   1.01554082e-01]
 [  8.12865593e-02   7.63312609e-02   1.09671303e-01   1.61287651e-02
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   -1.03884922e-02  -7.89434123e-02]
 [ -7.21454167e-03   1.23685242e-01   8.49730633e-02  -3.09276081e-02
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   -2.06766889e-02   1.72674446e-01]
 [  2.19093549e-01   8.28658324e-02   2.68242115e-02   7.14653417e-02
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   -6.15191856e-02  -2.92707121e-02]
 [  5.21352770e-02   5.42996241e-02   2.00896853e-02   5.21410791e-02
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 [  6.61569219e-02   5.05930961e-01   1.30302174e-01   4.50923780e-01
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 [  2.45758049e-01   3.33537200e-01   2.45770917e-01   1.48822536e-01
   -5.42535761e-01   8.10912060e-02  -2.26565223e-01   1.61936638e-01
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   -3.38269542e-02   4.90251298e-02]
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   -2.77571882e-01  -9.60499357e-02]
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   -2.12383996e-01   2.67578168e-02]
 [  7.38626874e-03  -4.32523899e-01  -1.28936331e-01  -1.65324232e-01
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   -1.68176195e-01  -2.25588685e-01]
 [  7.56681542e-02  -2.92160299e-01  -1.71932006e-01  -7.03776857e-02
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 [ -1.06197844e-01   1.25324197e-02   2.69510274e-01   1.55879801e-02
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   -9.66797133e-02  -4.12633088e-02]
 [ -3.31108634e-01   2.25647475e-03   2.11525070e-02  -1.39363806e-03
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   -6.44964367e-02   9.46652599e-02]
 [  1.57368470e-01  -1.77399690e-02  -2.27597183e-01  -5.50828274e-02
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    1.33851556e-01  -1.47070838e-01]
 [ -9.73454357e-02  -8.08283777e-02   1.24175794e-01   1.18582383e-01
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    1.86473586e-01   8.28813738e-03]
 [ -6.06330430e-02  -2.46541104e-01   1.73444868e-01  -3.47202586e-01
   -2.63869344e-01   1.44249926e-01   1.50832646e-01  -1.26734197e-01
   -3.63435981e-02   1.56914510e-01]]
[[ 0.6248064 ]
 [ 1.78741099]
 [ 0.22674341]
 [ 0.89803969]
 [-2.7990567 ]
 [-0.27792478]
 [-1.80411989]
 [ 0.0686865 ]
 [ 0.6963503 ]
 [ 0.88438134]]
Progress: 54.8% ... Training loss: 0.259 ... Validation loss: 0.446[[  1.83160167e-01   3.26111552e-01  -9.68681441e-02   1.27657532e-01
   -4.31916828e-01  -7.62657760e-02  -1.27423288e-01   1.20586814e-01
   -3.28236692e-02   2.38140574e-01]
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    1.39405097e-01  -3.19953046e-02]
 [  2.17512850e-01   7.59595609e-01   1.48179252e-02  -3.91632100e-02
    8.40330807e-01  -2.75782226e-02  -9.99304890e-01  -4.10676580e-02
    7.38099207e-02   3.11265373e-01]
 [  6.49400591e-02  -4.51848936e-01  -1.86101673e-01   2.41727732e-01
   -3.08844754e-02   1.19642916e-01   2.63343985e-01   6.62231789e-02
    1.52465579e-01   3.30628468e-01]
 [ -3.22369337e-02   6.22182520e-02  -1.47826592e-01   4.62929744e-02
   -9.54057294e-02  -1.80799307e-01   1.18322846e-01  -1.16148425e-01
   -1.89814619e-01  -5.10919867e-02]
 [ -4.09767774e-01  -6.86709106e-01  -3.07905558e-01   1.28903821e-01
   -2.49594644e-01   4.73228396e-02   4.00285581e-01  -4.19703746e-02
   -4.99130135e-02  -5.65218408e-02]
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   -5.99673644e-02  -7.47620461e-02   1.63496437e-01  -1.91474828e-01
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 [  1.06854783e-01  -3.23432231e-01   2.89508894e-02  -7.93338797e-02
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 [ -6.06967897e-02  -2.44959877e-01   1.73438212e-01  -3.47276758e-01
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[[ 0.6192404 ]
 [ 1.78699061]
 [ 0.22179586]
 [ 0.89354892]
 [-2.8056724 ]
 [-0.28326788]
 [-1.81146516]
 [ 0.06299246]
 [ 0.68953644]
 [ 0.87835933]]
Progress: 54.9% ... Training loss: 0.257 ... Validation loss: 0.442[[  1.81812758e-01   3.22828168e-01  -9.73289126e-02   1.25756180e-01
   -4.28198158e-01  -7.56828839e-02  -1.23970666e-01   1.20460875e-01
   -3.43498805e-02   2.36413066e-01]
 [  8.94243744e-03   1.20836339e-01  -2.10234726e-02   4.15485503e-02
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 [  2.18772210e-01   7.61480885e-01   1.53178247e-02  -3.71985329e-02
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   -3.64058828e-02   1.18591760e-01   2.57580959e-01   6.64520397e-02
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   -5.11077950e-02  -5.79842271e-02]
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   -1.64646302e-01  -2.05653696e-01]
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 [  7.56712322e-02  -2.92207299e-01  -1.71958453e-01  -7.04316019e-02
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   -9.72939626e-02  -4.19953418e-02]
 [ -3.31029239e-01   2.63932303e-03   2.11567108e-02  -1.51662688e-03
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   -6.45199293e-02   9.46981585e-02]
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 [  2.30877642e-01  -2.07061238e-01   7.20531075e-02   5.51166783e-03
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 [ -9.85396022e-02  -8.34125797e-02   1.23761957e-01   1.16968514e-01
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    1.85245159e-01   6.57563591e-03]
 [ -6.09029168e-02  -2.44956144e-01   1.73366540e-01  -3.47639576e-01
   -2.69442171e-01   1.44338867e-01   1.50296784e-01  -1.26761784e-01
   -3.64051561e-02   1.56656478e-01]]
[[ 0.61570116]
 [ 1.78289344]
 [ 0.21608883]
 [ 0.88680821]
 [-2.80684904]
 [-0.28650323]
 [-1.81921245]
 [ 0.05952723]
 [ 0.68538592]
 [ 0.87363413]]
Progress: 54.9% ... Training loss: 0.257 ... Validation loss: 0.444[[  1.85469966e-01   3.31515649e-01  -9.60822197e-02   1.30750562e-01
   -4.37784827e-01  -7.72771577e-02  -1.32471135e-01   1.20796697e-01
   -3.02418963e-02   2.41300617e-01]
 [  9.24399531e-03   1.21596431e-01  -2.09184621e-02   4.20002748e-02
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    1.39511304e-01  -3.18241505e-02]
 [  2.19011002e-01   7.63415375e-01   1.52973106e-02  -3.70908835e-02
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    7.54560218e-02   3.13021152e-01]
 [  6.41751764e-02  -4.55791670e-01  -1.86265044e-01   2.41242365e-01
   -2.79383725e-02   1.19902160e-01   2.67051520e-01   6.61789985e-02
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 [ -3.52528898e-02   5.61214496e-02  -1.48978147e-01   4.16499662e-02
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   -1.93064408e-01  -5.54738555e-02]
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   -4.96550966e-02  -5.61558602e-02]
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   -1.64349978e-01  -2.05530985e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [ -2.91519125e-01  -3.50989872e-01   9.16968252e-02   2.04461097e-01
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 [  8.75100587e-02  -2.27337083e-01  -2.78228890e-02   9.78371093e-02
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   -9.27962588e-02  -8.03569892e-03]
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   -2.61179650e-02  -5.70294392e-02]
 [  1.36984519e-02  -1.39663729e-01  -2.92356598e-01  -4.92256220e-02
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 [  6.01610930e-02  -3.76305996e-02  -1.11455721e-01   6.57612263e-02
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   -1.80819845e-01  -3.79816302e-01]
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 [  9.96021893e-03  -5.33508154e-01  -4.46220158e-02  -1.08173035e-01
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   -3.65878853e-01  -2.21671529e-01]
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 [  3.49860867e-01   3.36880245e-01  -8.23250751e-02   2.99475600e-01
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 [  5.48298213e-02   1.26459421e-01   2.56593151e-01   2.55261993e-01
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 [  1.81376223e-02  -9.75705540e-02  -1.22164922e-01  -6.35452565e-02
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   -1.89990478e-01   1.01984109e-01]
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   -2.01243521e-02   1.73352858e-01]
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   -5.96633029e-02  -2.69563478e-02]
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 [ -7.45895556e-02   2.44845050e-01   2.40635510e-01   1.50728379e-02
   -8.30881489e-02   1.31217034e-01  -1.15802808e-01  -1.53744487e-02
   -3.35817188e-02   4.93568248e-02]
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   -6.92843008e-02   1.17230196e-01   2.29674296e-01   1.94548840e-02
   -2.77796689e-01  -9.62946117e-02]
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   -2.11673979e-01   2.77237794e-02]
 [  7.54084487e-03  -4.32210689e-01  -1.28882561e-01  -1.65118742e-01
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   -1.68027477e-01  -2.25384104e-01]
 [  7.67285628e-02  -2.90474621e-01  -1.71615148e-01  -6.90541245e-02
   -1.62449908e-01  -2.95116990e-02   1.76285886e-01  -1.60403808e-01
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 [ -1.04726444e-01   1.44813810e-02   2.70074013e-01   1.79872142e-02
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   -9.48685414e-02  -3.91815130e-02]
 [ -3.29936636e-01   5.61755577e-03   2.15436810e-02   5.45616003e-06
    1.30514939e-01  -1.84274383e-01   9.08290028e-04   2.35339439e-01
   -6.32453464e-02   9.60821777e-02]
 [  1.57043397e-01  -1.89918779e-02  -2.27685886e-01  -5.55541095e-02
    9.08671049e-02  -3.06740466e-01   7.85932326e-02  -1.65253893e-01
    1.72415872e-02  -1.65193062e-01]
 [  2.30635117e-01  -2.07861593e-01   7.19621330e-02   5.12015481e-03
    6.26046580e-02  -4.71977410e-02   3.09888980e-02  -1.34714275e-01
    1.33047643e-01  -1.48170460e-01]
 [ -9.87807071e-02  -8.41562348e-02   1.23671572e-01   1.16574109e-01
    2.19007564e-02  -1.17627464e-01   2.37910438e-01  -7.82457817e-02
    1.85002511e-01   6.27881069e-03]
 [ -5.99244195e-02  -2.42231088e-01   1.73714983e-01  -3.46273720e-01
   -2.74216561e-01   1.43901162e-01   1.47617918e-01  -1.26676790e-01
   -3.53448419e-02   1.57911190e-01]]
[[ 0.63126469]
 [ 1.79758773]
 [ 0.23377783]
 [ 0.90378673]
 [-2.79579859]
 [-0.27212214]
 [-1.80185514]
 [ 0.07480169]
 [ 0.7021525 ]
 [ 0.8904661 ]]
Progress: 55.0% ... Training loss: 0.266 ... Validation loss: 0.446[[  1.82885340e-01   3.25021468e-01  -9.71335374e-02   1.26686530e-01
   -4.24767745e-01  -7.60751982e-02  -1.26755973e-01   1.20474360e-01
   -3.32658404e-02   2.37756768e-01]
 [  9.89253657e-03   1.23215710e-01  -2.06766599e-02   4.29373135e-02
    8.87600172e-02  -5.45229820e-03   3.38132431e-01   4.05246947e-02
    1.40213056e-01  -3.09104932e-02]
 [  2.16790667e-01   7.57461945e-01   1.44290748e-02  -4.05813131e-02
    8.44995052e-01  -2.72981417e-02  -9.97353834e-01  -4.12112607e-02
    7.30784960e-02   3.10033780e-01]
 [  6.61132660e-02  -4.51758250e-01  -1.85648694e-01   2.44002198e-01
   -3.65692998e-02   1.19121906e-01   2.61905976e-01   6.63877159e-02
    1.53559485e-01   3.32211175e-01]
 [ -3.73999002e-02   5.02998207e-02  -1.49850177e-01   3.85518871e-02
   -7.91233977e-02  -1.78448438e-01   1.29082509e-01  -1.16747355e-01
   -1.95383201e-01  -5.85007725e-02]
 [ -4.09582587e-01  -6.86399915e-01  -3.07821589e-01   1.28999213e-01
   -2.49923664e-01   4.72528480e-02   3.99181090e-01  -4.19533895e-02
   -4.96408827e-02  -5.61019083e-02]
 [  2.89874621e-03  -2.70485411e-01   1.20280801e-02   9.95331132e-02
   -6.09573599e-02  -7.47453819e-02   1.64409901e-01  -1.91505277e-01
    2.07940535e-01   5.83447842e-02]
 [  1.06817958e-01  -3.23696087e-01   2.88519289e-02  -7.97203187e-02
   -6.70509741e-02  -4.68435192e-02   8.54988012e-02   1.15622742e-01
    7.74901852e-02  -2.35956673e-02]
 [ -1.77103691e-01  -2.05107964e-01  -3.01863916e-01  -1.84350818e-02
   -1.14044054e-01   6.72968596e-02  -7.17924802e-02  -2.99827947e-02
    2.72264333e-01  -1.31425593e-01]
 [  1.81419858e-02  -4.80097895e-01   6.64807181e-02  -5.49767511e-02
   -3.23649390e-01  -9.99235507e-02   2.23502067e-01  -1.15251291e-01
   -2.06861937e-02   4.49401642e-02]
 [ -7.37652080e-02  -1.47055618e-01   8.10862783e-03  -1.17043389e-01
   -1.66759014e-01   5.48429230e-03   2.31725981e-01  -1.01856385e-01
    9.06531596e-03  -9.70845125e-02]
 [ -1.24725320e-01  -2.59068966e-01  -6.94576832e-02   2.32207451e-02
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   -1.63143161e-01  -2.04018441e-01]
 [ -1.59777709e-01   1.14852161e-03   6.06867511e-02   1.79427404e-02
   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
    8.32388281e-02   1.69520759e-01]
 [ -2.91472916e-01  -3.50712038e-01   9.17343123e-02   2.04579806e-01
   -1.70907746e-01  -6.04686013e-02   1.13169673e-01  -2.62283725e-01
   -2.86604801e-01  -1.04860036e-01]
 [  8.70372179e-02  -2.28010017e-01  -2.80115782e-02   9.71120293e-02
   -5.41599697e-02  -8.31882587e-02   2.80593650e-01   9.30724837e-04
    1.12718553e-02  -1.71671275e-02]
 [  3.28924011e-02  -1.34320340e-01  -2.12248136e-01   1.41630240e-01
   -7.43946756e-02   8.26924006e-02  -1.55424371e-02  -2.05956035e-02
   -9.19311002e-02  -6.98798009e-03]
 [ -1.10861109e-01  -7.61421689e-02  -1.98026313e-01   1.71839839e-01
   -1.47126389e-02   1.29539091e-01  -1.29169291e-02  -2.49930757e-01
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 [ -5.68850434e-02  -6.31050114e-02   2.79641279e-01   1.16221797e-01
    6.94136833e-02  -6.66483684e-02  -1.15882007e-01   1.21437601e-01
    8.91997280e-02   5.92607293e-02]
 [  6.20680774e-02  -1.82814974e-02   8.76560626e-02   8.65329848e-02
    7.44809952e-03  -1.63127266e-02   1.86139086e-01   1.19638039e-01
   -2.62995454e-02  -5.72535579e-02]
 [  1.44090455e-02  -1.38076633e-01  -2.92083050e-01  -4.82337434e-02
    3.85979472e-02  -9.42181980e-02   8.91064745e-02   1.62622539e-01
    1.11056602e-01  -2.82741033e-02]
 [  5.96156825e-02  -3.90169948e-02  -1.11663043e-01   6.49450995e-02
   -1.94191790e-01   3.14928559e-01   2.64700595e-01   2.05107272e-01
   -1.44454586e-01  -4.26522822e-02]
 [  6.06245527e-03  -1.71451201e-02   1.23961579e-01   1.13740864e-01
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 [  1.10392892e-01   7.20473376e-02  -4.41594798e-02  -9.80025387e-02
   -1.24209326e-01  -3.30013785e-01   1.32512060e-01   8.16891457e-03
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 [ -1.06733360e-01  -8.36846950e-02  -1.68425414e-02   1.94412804e-02
   -6.68259184e-02  -2.04246687e-01  -3.42965325e-02  -2.05819147e-02
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 [ -1.63548235e-01  -1.35431766e-01  -2.04659022e-01  -2.48554314e-02
   -3.26891205e-01   1.67014090e-03   6.90299355e-02  -2.59116843e-02
   -1.35588466e-02   3.51553932e-02]
 [ -3.03413168e-02  -1.56390222e-01  -7.49137587e-02  -1.24884913e-01
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   -1.80738380e-01  -3.79690311e-01]
 [ -1.71892438e-02  -4.72311826e-01  -3.13296019e-02  -7.30374670e-02
    6.54509665e-01   1.00134307e-01   5.90873191e-01   9.13585816e-02
    2.96695890e-02  -3.89294934e-01]
 [  9.64847773e-03  -5.34545380e-01  -4.47433953e-02  -1.08642345e-01
    6.82213540e-01   2.32836537e-02   5.61969478e-01   4.83499271e-02
   -3.66239741e-01  -2.22132423e-01]
 [ -1.75942991e-01  -6.62185329e-01  -1.13087087e-02  -2.06385272e-01
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   -7.02931811e-02   8.57284104e-02]
 [ -3.02104344e-01  -4.87936761e-01   5.43087030e-02  -4.94175211e-02
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   -9.01326891e-02  -1.36235379e-01]
 [ -2.11338044e-01  -3.63063665e-01   2.50450459e-01  -2.44699174e-01
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   -2.59362232e-01  -2.78764327e-02]
 [ -1.43994518e-01  -2.66890108e-01  -1.85729780e-01  -1.17475692e-01
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   -2.18581764e-02  -1.32593668e-01]
 [  9.60350096e-02   2.61934596e-01   1.57856740e-01  -1.12897688e-01
   -9.47155052e-02   5.69485641e-02  -1.55344771e-01   2.80546701e-01
    5.70916473e-02   1.63513524e-01]
 [  3.49310058e-01   3.34522419e-01  -8.26273892e-02   2.98314399e-01
   -8.45130010e-01  -2.83480839e-01  -4.78142214e-01   1.76227562e-01
    3.87192010e-01  -2.53243878e-02]
 [  5.48497313e-02   1.26437871e-01   2.56595963e-01   2.55268922e-01
   -5.99558454e-02  -2.00022192e-01  -1.88296020e-01  -1.32450825e-01
   -1.31147679e-01  -2.80445579e-01]
 [  1.77609039e-02  -9.84259351e-02  -1.22302619e-01  -6.40940624e-02
    2.28340460e-01   4.16229459e-02   2.16050936e-03  -1.85991925e-01
    2.47377409e-02   1.97370214e-01]
 [  4.84502859e-03  -4.38817624e-02  -6.67829996e-02  -4.92954476e-02
   -3.23703082e-02  -1.80555549e-01   6.54993109e-02   9.99820418e-03
    3.76041394e-02   5.46306318e-03]
 [  2.72877821e-02   9.29224638e-02   2.42654825e-01   6.92315856e-02
   -2.11267646e-01  -1.36042610e-01   8.89693542e-02   3.88734415e-02
   -1.89952132e-01   1.02101819e-01]
 [  8.03703077e-02   7.37026938e-02   1.09318357e-01   1.47316391e-02
   -2.52403256e-01   6.39469228e-02   1.32808332e-02  -2.70893991e-01
   -1.13930780e-02  -8.02583936e-02]
 [ -6.17007486e-03   1.26008080e-01   8.53678792e-02  -2.95930933e-02
   -7.09633234e-02   1.77987381e-01   6.19099710e-02   1.18095178e-01
   -1.95957420e-02   1.74009876e-01]
 [  2.20940438e-01   8.81262944e-02   2.74620913e-02   7.39535590e-02
    2.25119803e-02  -2.35763935e-02  -2.05515953e-01   1.47783033e-01
   -5.96205198e-02  -2.69113567e-02]
 [  5.16423702e-02   5.31872703e-02   1.99141357e-02   5.14203569e-02
   -4.73897942e-01  -1.26584311e-01  -2.48496629e-01   4.16347743e-02
    1.25623041e-01   2.01187042e-01]
 [  6.57751335e-02   5.04751244e-01   1.30178135e-01   4.50446963e-01
   -1.33664400e+00  -3.04495006e-01  -5.68545661e-01  -7.04333433e-02
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 [  1.82810604e-01   5.03362477e-01   7.00085938e-02   4.43133467e-01
   -1.12267283e+00  -8.42298527e-02  -4.35758178e-01   1.51665540e-01
    2.23720327e-01   4.85183736e-01]
 [  2.45885499e-01   3.34251650e-01   2.45834712e-01   1.49058793e-01
   -5.44346432e-01   8.10136574e-02  -2.27156325e-01   1.61962592e-01
    2.41373770e-01   7.93402181e-02]
 [ -7.42817333e-02   2.45813618e-01   2.40750820e-01   1.55230123e-02
   -8.48324343e-02   1.31083507e-01  -1.16713057e-01  -1.53374761e-02
   -3.32261655e-02   4.98147068e-02]
 [ -1.02429952e-01   1.19564965e-02   2.29048973e-02   8.83445661e-02
   -6.96225543e-02   1.17256014e-01   2.29454302e-01   1.94486482e-02
   -2.77851417e-01  -9.63441677e-02]
 [ -2.25977027e-01  -5.00603964e-02  -9.57267677e-02  -3.50619896e-01
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   -2.11720756e-01   2.76590812e-02]
 [  7.36696277e-03  -4.32543905e-01  -1.28949452e-01  -1.65391242e-01
    3.73672210e-01   2.61647248e-02   2.04204760e-01   1.51934009e-01
   -1.68234424e-01  -2.25649156e-01]
 [  7.72128435e-02  -2.89144597e-01  -1.71446003e-01  -6.84039707e-02
   -1.65242879e-01  -2.96938687e-02   1.74774742e-01  -1.60348587e-01
    8.37615060e-02  -2.09351476e-01]
 [ -1.04253248e-01   1.58424309e-02   2.70242140e-01   1.86206804e-02
    1.41725916e-01   7.18570871e-02   6.14546248e-02  -2.95472959e-01
   -9.44094557e-02  -3.85396981e-02]
 [ -3.29848672e-01   5.29893536e-03   2.15807817e-02   1.02828909e-04
    1.31955142e-01  -1.84325382e-01   9.79697860e-04   2.35352404e-01
   -6.31331840e-02   9.62569386e-02]
 [  1.57977708e-01  -1.78490512e-02  -2.27371956e-01  -5.42025592e-02
    8.81895318e-02  -3.07138768e-01   7.70331805e-02  -1.65129408e-01
    1.83120266e-02  -1.63867232e-01]
 [  2.30305343e-01  -2.08930048e-01   7.18304197e-02   4.59767884e-03
    6.42740489e-02  -4.70592624e-02   3.20066984e-02  -1.34754948e-01
    1.32653860e-01  -1.48671845e-01]
 [ -9.92527358e-02  -8.53842950e-02   1.23473642e-01   1.15832498e-01
    2.41120280e-02  -1.17371325e-01   2.39174145e-01  -7.83058838e-02
    1.84425505e-01   5.54394964e-03]
 [ -6.25262059e-02  -2.48074162e-01   1.72686748e-01  -3.50342178e-01
   -2.64455181e-01   1.45085130e-01   1.52707635e-01  -1.27011174e-01
   -3.83407900e-02   1.54214344e-01]]
[[ 0.62395622]
 [ 1.78962611]
 [ 0.22660398]
 [ 0.89959835]
 [-2.79766921]
 [-0.27703227]
 [-1.80374323]
 [ 0.07086363]
 [ 0.69668696]
 [ 0.88285576]]
Progress: 55.0% ... Training loss: 0.259 ... Validation loss: 0.447[[  1.81060465e-01   3.20265769e-01  -9.78455869e-02   1.24002786e-01
   -4.17496405e-01  -7.51857844e-02  -1.22238426e-01   1.20238700e-01
   -3.53252374e-02   2.35218083e-01]
 [  9.88137569e-03   1.23167184e-01  -2.06777661e-02   4.29378392e-02
    8.88783312e-02  -5.45749432e-03   3.38177273e-01   4.05240038e-02
    1.40199973e-01  -3.09277691e-02]
 [  2.15957391e-01   7.52231032e-01   1.40393321e-02  -4.20745839e-02
    8.49822766e-01  -2.68073829e-02  -9.93346236e-01  -4.13454371e-02
    7.22184062e-02   3.08471675e-01]
 [  6.54445171e-02  -4.54460637e-01  -1.86018705e-01   2.42683516e-01
   -3.19978211e-02   1.19484966e-01   2.64881223e-01   6.62873704e-02
    1.52358013e-01   3.31013007e-01]
 [ -3.55253738e-02   5.46732075e-02  -1.49072709e-01   4.15163827e-02
   -8.93111199e-02  -1.79286338e-01   1.26552338e-01  -1.16525833e-01
   -1.93127277e-01  -5.57324796e-02]
 [ -4.10818879e-01  -6.88502481e-01  -3.08283605e-01   1.27212528e-01
   -2.46964467e-01   4.78107540e-02   4.01454675e-01  -4.20973264e-02
   -5.10392333e-02  -5.78315065e-02]
 [  4.01456088e-03  -2.67580245e-01   1.24628051e-02   1.01247265e-01
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    1.83374362e-01   4.26553891e-03]
 [ -6.30215964e-02  -2.48801162e-01   1.72491663e-01  -3.51143191e-01
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[[ 0.61128941]
 [ 1.78347563]
 [ 0.21703286]
 [ 0.88867607]
 [-2.80699371]
 [-0.28824914]
 [-1.81630501]
 [ 0.05860501]
 [ 0.68418096]
 [ 0.87094536]]
Progress: 55.0% ... Training loss: 0.258 ... Validation loss: 0.445[[  1.79690172e-01   3.17445747e-01  -9.83222815e-02   1.22005285e-01
   -4.12113888e-01  -7.45456547e-02  -1.19223142e-01   1.20099784e-01
   -3.68569369e-02   2.33379493e-01]
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 [  2.17822207e-01   7.56490542e-01   1.45960395e-02  -3.97661702e-02
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    7.40568782e-02   3.10937318e-01]
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   -1.64158313e-01  -2.05262894e-01]
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 [  7.55563090e-02  -2.93655402e-01  -1.72119789e-01  -7.10920083e-02
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 [ -1.05067906e-01   1.36387104e-02   2.69939080e-01   1.74062043e-02
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   -9.53095194e-02  -3.97593804e-02]
 [ -3.30022194e-01   4.51583481e-03   2.15345899e-02  -1.08621248e-04
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   -6.32846172e-02   9.59706401e-02]
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 [  2.30306249e-01  -2.09907096e-01   7.18019809e-02   4.56440333e-03
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 [ -9.99980748e-02  -8.69921095e-02   1.23173089e-01   1.14676918e-01
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    1.83425019e-01   4.35632299e-03]
 [ -6.25010420e-02  -2.46998549e-01   1.72679169e-01  -3.50286316e-01
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   -3.82701085e-02   1.54295953e-01]]
[[ 0.60846951]
 [ 1.78030581]
 [ 0.21554663]
 [ 0.88388569]
 [-2.80457078]
 [-0.29008646]
 [-1.82114897]
 [ 0.05490629]
 [ 0.68052133]
 [ 0.86824452]]
Progress: 55.1% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.81327376e-01   3.21621871e-01  -9.76950161e-02   1.24451795e-01
   -4.18632719e-01  -7.53639222e-02  -1.23251741e-01   1.20253836e-01
   -3.50745305e-02   2.35479694e-01]
 [  1.04058005e-02   1.24565617e-01  -2.04971254e-02   4.37051053e-02
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    1.40775606e-01  -3.02649363e-02]
 [  2.19344011e-01   7.61509122e-01   1.51836825e-02  -3.73556799e-02
    8.41318160e-01  -2.84121719e-02  -1.00268563e+00  -4.10278293e-02
    7.56935252e-02   3.12849800e-01]
 [  6.77562350e-02  -4.46910873e-01  -1.85178157e-01   2.46325664e-01
   -4.73723842e-02   1.18298092e-01   2.58316115e-01   6.65031104e-02
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 [ -3.84564732e-02   4.40807414e-02  -1.50189435e-01   3.67791898e-02
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   -1.96276910e-01  -6.01056365e-02]
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   -5.06593606e-02  -5.76637646e-02]
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   -6.10371817e-02  -4.62346987e-02   8.90383428e-02   1.15388844e-01
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   -1.13039204e-01   6.75043314e-02  -7.02322560e-02  -3.00289375e-02
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   -1.63076340e-01  -2.03895806e-01]
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   -1.67162718e-01  -2.18372148e-01  -1.72992787e-01  -1.97409304e-01
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 [  8.61945126e-02  -2.29634175e-01  -2.83242535e-02   9.58800006e-02
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   -9.20033998e-02  -7.32094113e-03]
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 [  6.36421718e-02  -1.45004787e-02   8.82517129e-02   8.88848773e-02
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   -2.44490483e-02  -5.50775552e-02]
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 [  5.92968754e-02  -4.18598243e-02  -1.11800809e-01   6.44215474e-02
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   -1.80899788e-01  -3.79904058e-01]
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 [  9.80151857e-03  -5.34340976e-01  -4.46973954e-02  -1.08417869e-01
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   -3.66070161e-01  -2.21894009e-01]
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 [  3.47710994e-01   3.29974891e-01  -8.32435530e-02   2.95855620e-01
   -8.39811610e-01  -2.82705325e-01  -4.73576220e-01   1.76034568e-01
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 [  5.38104513e-02   1.23823103e-01   2.56231501e-01   2.53770647e-01
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 [  1.68059250e-02  -1.00819053e-01  -1.22678628e-01  -6.55767532e-02
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 [  5.03189402e-03  -4.34199205e-02  -6.67358783e-02  -4.90254084e-02
   -3.28352393e-02  -1.80671407e-01   6.45424454e-02   9.99828475e-03
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   -1.90431994e-01   1.01490417e-01]
 [  8.09610227e-02   7.45902172e-02   1.09522798e-01   1.55691232e-02
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   -1.07825895e-02  -7.94610542e-02]
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   -2.01971910e-02   1.73168769e-01]
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   -5.83347420e-02  -2.53251042e-02]
 [  5.11365728e-02   5.18332298e-02   1.97352268e-02   5.06947046e-02
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   -1.13005482e+00  -8.51142356e-02  -4.40157861e-01   1.51848620e-01
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 [  2.45355553e-01   3.32953196e-01   2.45631222e-01   1.48258347e-01
   -5.43081345e-01   8.12668057e-02  -2.25836542e-01   1.61905129e-01
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   -8.37234684e-02   1.31273466e-01  -1.15791696e-01  -1.53825551e-02
   -3.36843444e-02   4.92519710e-02]
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   -2.77595808e-01  -9.60036871e-02]
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   -2.11546859e-01   2.78300175e-02]
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   -1.67630794e-01  -2.24885992e-01]
 [  7.67728413e-02  -2.91194435e-01  -1.71703941e-01  -6.92843922e-02
   -1.65712871e-01  -2.94196784e-02   1.76794678e-01  -1.60443147e-01
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 [ -1.03802325e-01   1.75980069e-02   2.70400682e-01   1.91485936e-02
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   -9.39358123e-02  -3.82217956e-02]
 [ -3.29070035e-01   6.60113425e-03   2.18744278e-02   1.25105082e-03
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   -6.22455286e-02   9.71972458e-02]
 [  1.56887623e-01  -2.16259053e-02  -2.27769334e-01  -5.56787275e-02
    9.19676200e-02  -3.06691482e-01   7.99812000e-02  -1.65238037e-01
    1.70019544e-02  -1.65459373e-01]
 [  2.30722406e-01  -2.08792105e-01   7.20084854e-02   5.43833025e-03
    6.31554922e-02  -4.73079406e-02   3.18690137e-02  -1.34716256e-01
    1.33202056e-01  -1.47816935e-01]
 [ -9.87567855e-02  -8.47535744e-02   1.23619586e-01   1.16481441e-01
    2.03249549e-02  -1.17591555e-01   2.37514082e-01  -7.82945456e-02
    1.84820866e-01   6.11691808e-03]
 [ -6.25690632e-02  -2.47046806e-01   1.72649443e-01  -3.50387570e-01
   -2.66633515e-01   1.45085307e-01   1.52616325e-01  -1.27038539e-01
   -3.83688332e-02   1.54218836e-01]]
[[ 0.62552315]
 [ 1.79263067]
 [ 0.23188917]
 [ 0.90332777]
 [-2.79300644]
 [-0.27389193]
 [-1.80538707]
 [ 0.07154564]
 [ 0.70009649]
 [ 0.88781617]]
Progress: 55.1% ... Training loss: 0.262 ... Validation loss: 0.449[[  1.81414756e-01   3.21574712e-01  -9.75530482e-02   1.25010821e-01
   -4.18026478e-01  -7.54605401e-02  -1.22860290e-01   1.20298659e-01
   -3.47156806e-02   2.35762142e-01]
 [  1.05613668e-02   1.24891816e-01  -2.04196893e-02   4.39940987e-02
    8.58895378e-02  -5.80563861e-03   3.36476809e-01   4.05954082e-02
    1.41004419e-01  -2.99148489e-02]
 [  2.19201383e-01   7.59901225e-01   1.52411203e-02  -3.73500659e-02
    8.44015085e-01  -2.83965437e-02  -1.00169562e+00  -4.10279500e-02
    7.57051654e-02   3.12847407e-01]
 [  6.95209539e-02  -4.39533831e-01  -1.84464678e-01   2.49204814e-01
   -5.79329555e-02   1.17551009e-01   2.52215900e-01   6.67039099e-02
    1.56301383e-01   3.35737644e-01]
 [ -3.89424519e-02   4.22902897e-02  -1.50359039e-01   3.63673546e-02
   -7.44986155e-02  -1.77501039e-01   1.35996257e-01  -1.16850453e-01
   -1.96548017e-01  -6.00350040e-02]
 [ -4.10802837e-01  -6.89408079e-01  -3.08325114e-01   1.27117536e-01
   -2.49816091e-01   4.77230530e-02   4.02659328e-01  -4.20988417e-02
   -5.08563719e-02  -5.78128813e-02]
 [  3.63898935e-03  -2.69683407e-01   1.23027365e-02   1.00769851e-01
   -6.45305351e-02  -7.50782055e-02   1.62549566e-01  -1.91477396e-01
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 [  1.05802854e-01  -3.28287166e-01   2.85244132e-02  -8.07819589e-02
   -6.38583128e-02  -4.64893114e-02   8.83647094e-02   1.15467527e-01
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 [ -1.78779802e-01  -2.09300899e-01  -3.02489742e-01  -2.10095559e-02
   -1.09477226e-01   6.80157351e-02  -6.72186814e-02  -3.01725870e-02
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 [  1.67038797e-02  -4.83937877e-01   6.58701823e-02  -5.73362493e-02
   -3.20315662e-01  -9.94501107e-02   2.26176615e-01  -1.15528097e-01
   -2.22365247e-02   4.24675108e-02]
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   -1.66560921e-01   5.85723615e-03   2.34140147e-01  -1.01919422e-01
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   -1.63856716e-01  -2.04809677e-01]
 [ -1.59977502e-01   9.91310546e-04   6.06108148e-02   1.76446916e-02
   -1.66813213e-01  -2.18275608e-01  -1.72734851e-01  -1.97434860e-01
    8.29687473e-02   1.69175024e-01]
 [ -2.91790172e-01  -3.51013342e-01   9.16516493e-02   2.04264693e-01
   -1.71981017e-01  -6.03820647e-02   1.13641190e-01  -2.62311965e-01
   -2.86915976e-01  -1.05283833e-01]
 [  8.62417425e-02  -2.29948508e-01  -2.83098810e-02   9.59431554e-02
   -5.24612287e-02  -8.28630119e-02   2.82500915e-01   8.46902605e-04
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 [  3.22778013e-02  -1.36862962e-01  -2.12526535e-01   1.40714069e-01
   -7.20230018e-02   8.29572473e-02  -1.34695756e-02  -2.06740380e-02
   -9.24220777e-02  -7.73760470e-03]
 [ -1.10199811e-01  -7.54420001e-02  -1.97740992e-01   1.73031056e-01
   -1.69098249e-02   1.29307547e-01  -1.43766073e-02  -2.49879595e-01
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 [ -5.60846744e-02  -6.05044025e-02   2.79879922e-01   1.17331873e-01
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    9.00428004e-02   6.02780591e-02]
 [  6.26628699e-02  -1.72753734e-02   8.78783549e-02   8.73282847e-02
    3.67813029e-03  -1.66078819e-02   1.84647073e-01   1.19703981e-01
   -2.55731297e-02  -5.65947510e-02]
 [  1.20163020e-02  -1.44849071e-01  -2.93021453e-01  -5.17933879e-02
    4.80446920e-02  -9.31079756e-02   9.45728139e-02   1.62347429e-01
    1.08323586e-01  -3.18097246e-02]
 [  5.99445989e-02  -3.97153304e-02  -1.11480132e-01   6.56341557e-02
   -1.96079812e-01   3.14762609e-01   2.64935638e-01   2.05123189e-01
   -1.44063295e-01  -4.21792571e-02]
 [  6.48791516e-03  -1.57202763e-02   1.24160012e-01   1.14564937e-01
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 [  1.09822988e-01   7.11130815e-02  -4.43742979e-02  -9.88972165e-02
   -1.23044490e-01  -3.29778491e-01   1.33730230e-01   8.10064460e-03
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 [ -1.07215896e-01  -8.57160123e-02  -1.70215738e-02   1.87431059e-02
   -6.64133294e-02  -2.04057107e-01  -3.23233325e-02  -2.06306668e-02
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   -3.24547853e-01   2.08390990e-03   7.07304648e-02  -2.60070002e-02
   -1.45992240e-02   3.37949637e-02]
 [ -3.04692679e-02  -1.57499439e-01  -7.49709575e-02  -1.25128491e-01
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   -1.80921482e-01  -3.79937635e-01]
 [ -1.65464647e-02  -4.71643605e-01  -3.11183305e-02  -7.21281695e-02
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    3.04096294e-02  -3.88364611e-01]
 [  9.81151062e-03  -5.34563133e-01  -4.46956146e-02  -1.08385286e-01
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   -3.66054570e-01  -2.21852128e-01]
 [ -1.75672872e-01  -6.62444899e-01  -1.12040030e-02  -2.05918882e-01
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   -6.99726943e-02   8.61561363e-02]
 [ -3.01839410e-01  -4.87965478e-01   5.44609723e-02  -4.88166779e-02
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   -8.96715610e-02  -1.35650027e-01]
 [ -2.12125706e-01  -3.64761389e-01   2.50177350e-01  -2.45823057e-01
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   -2.60228319e-01  -2.88948470e-02]
 [ -1.43940177e-01  -2.66496098e-01  -1.85728228e-01  -1.17405104e-01
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   -2.17628853e-02  -1.32456722e-01]
 [  9.67743360e-02   2.65261583e-01   1.58125034e-01  -1.11806152e-01
   -9.91654681e-02   5.65804918e-02  -1.58450934e-01   2.80616866e-01
    5.78625806e-02   1.64273004e-01]
 [  3.47423506e-01   3.29295633e-01  -8.33691353e-02   2.95380193e-01
   -8.38409637e-01  -2.82588260e-01  -4.72951351e-01   1.76004993e-01
    3.85031517e-01  -2.81380015e-02]
 [  5.40021755e-02   1.24176122e-01   2.56311637e-01   2.54053189e-01
   -5.68203378e-02  -1.99654037e-01  -1.86119181e-01  -1.32527247e-01
   -1.32062360e-01  -2.81451624e-01]
 [  1.61813564e-02  -1.02568402e-01  -1.22912538e-01  -6.65315286e-02
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    2.28971084e-02   1.95143643e-01]
 [  4.25198946e-03  -4.52669518e-02  -6.70193534e-02  -5.01272077e-02
   -2.96630486e-02  -1.80360246e-01   6.61753269e-02   9.91115002e-03
    3.69230312e-02   4.60821241e-03]
 [  2.64806620e-02   9.12426399e-02   2.42373002e-01   6.80582257e-02
   -2.08516808e-01  -1.35678268e-01   9.06859289e-02   3.88028249e-02
   -1.90905204e-01   1.00937673e-01]
 [  8.14927360e-02   7.59469413e-02   1.09739499e-01   1.63814715e-02
   -2.56061041e-01   6.34237365e-02   1.07847877e-02  -2.70781718e-01
   -1.01584836e-02  -7.86805661e-02]
 [ -7.10922429e-03   1.23823219e-01   8.49812589e-02  -3.10895922e-02
   -6.74527906e-02   1.78415746e-01   6.39736091e-02   1.17974592e-01
   -2.07309813e-02   1.72480363e-01]
 [  2.21605512e-01   8.98193276e-02   2.77054482e-02   7.49874884e-02
    1.96237611e-02  -2.39285613e-02  -2.07564986e-01   1.47837350e-01
   -5.87802392e-02  -2.59103016e-02]
 [  5.07474504e-02   5.11558483e-02   1.95832069e-02   5.00921725e-02
   -4.70910086e-01  -1.26180410e-01  -2.46439226e-01   4.15353060e-02
    1.24523158e-01   1.99801299e-01]
 [  6.68226814e-02   5.06741633e-01   1.30608593e-01   4.52206671e-01
   -1.34197958e+00  -3.04812104e-01  -5.70414925e-01  -7.03315020e-02
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 [  1.84743474e-01   5.08312869e-01   7.07787608e-02   4.46117877e-01
   -1.13090412e+00  -8.51644364e-02  -4.40455068e-01   1.51864390e-01
    2.26081395e-01   4.87690356e-01]
 [  2.45039653e-01   3.32011805e-01   2.45509744e-01   1.47816578e-01
   -5.42100008e-01   8.13892167e-02  -2.24721017e-01   1.61873143e-01
    2.40479041e-01   7.83690097e-02]
 [ -7.53756205e-02   2.43554099e-01   2.40341927e-01   1.39185164e-02
   -8.13545707e-02   1.31562754e-01  -1.14037650e-01  -1.54566652e-02
   -3.44249891e-02   4.83283541e-02]
 [ -1.02246080e-01   1.25582414e-02   2.29701866e-02   8.85998432e-02
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   -2.77643955e-01  -9.60610153e-02]
 [ -2.26149101e-01  -5.09903867e-02  -9.58054441e-02  -3.50863318e-01
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   -2.11855444e-01   2.74725730e-02]
 [  7.68471946e-03  -4.31948469e-01  -1.28833386e-01  -1.64876366e-01
    3.72245886e-01   2.59933326e-02   2.03326451e-01   1.51961933e-01
   -1.67853440e-01  -2.25174839e-01]
 [  7.51335154e-02  -2.94156441e-01  -1.72241772e-01  -7.13685612e-02
   -1.61616651e-01  -2.87177912e-02   1.80347201e-01  -1.60623364e-01
    8.14511027e-02  -2.12437958e-01]
 [ -1.04446805e-01   1.57946554e-02   2.70165826e-01   1.82309459e-02
    1.41879553e-01   7.18979251e-02   6.09743229e-02  -2.95497295e-01
   -9.45920062e-02  -3.90495986e-02]
 [ -3.28993978e-01   6.23220038e-03   2.19129634e-02   1.29811870e-03
    1.28856819e-01  -1.84751632e-01  -7.32769987e-04   2.35432728e-01
   -6.22051073e-02   9.71161409e-02]
 [  1.56422335e-01  -2.31586032e-02  -2.27984067e-01  -5.64690590e-02
    9.53784837e-02  -3.06450916e-01   8.13005260e-02  -1.65288567e-01
    1.64410724e-02  -1.66164021e-01]
 [  2.31218362e-01  -2.07118289e-01   7.22754232e-02   6.44558306e-03
    6.06231717e-02  -4.76409165e-02   3.06837083e-02  -1.34630789e-01
    1.34076059e-01  -1.46727145e-01]
 [ -9.92587414e-02  -8.64840838e-02   1.23445310e-01   1.15757872e-01
    2.27035144e-02  -1.17344331e-01   2.38909656e-01  -7.83587680e-02
    1.84302076e-01   5.48968837e-03]
 [ -6.36308775e-02  -2.50340400e-01   1.72239877e-01  -3.51970975e-01
   -2.62972395e-01   1.45571738e-01   1.55705690e-01  -1.27167080e-01
   -3.95533163e-02   1.52720640e-01]]
[[ 0.61536638]
 [ 1.78480693]
 [ 0.22027184]
 [ 0.89320652]
 [-2.8037265 ]
 [-0.28386887]
 [-1.81894769]
 [ 0.06253292]
 [ 0.68785318]
 [ 0.87694672]]
Progress: 55.2% ... Training loss: 0.258 ... Validation loss: 0.449[[  1.80705966e-01   3.20400255e-01  -9.77851892e-02   1.23968215e-01
   -4.14017821e-01  -7.51180179e-02  -1.20590810e-01   1.20230306e-01
   -3.54112603e-02   2.34872956e-01]
 [  1.06631843e-02   1.25052738e-01  -2.03807493e-02   4.41467438e-02
    8.55953397e-02  -5.85385329e-03   3.36365552e-01   4.06060590e-02
    1.41127144e-01  -2.97559045e-02]
 [  2.18641188e-01   7.58321521e-01   1.49416418e-02  -3.81666161e-02
    8.46718329e-01  -2.81255433e-02  -9.99556840e-01  -4.10741612e-02
    7.51762746e-02   3.11941053e-01]
 [  6.81350794e-02  -4.41650096e-01  -1.84925777e-01   2.47598920e-01
   -5.74399268e-02   1.18169365e-01   2.53993795e-01   6.65265126e-02
    1.54760905e-01   3.33739122e-01]
 [ -4.07539098e-02   3.83254605e-02  -1.50932522e-01   3.38088863e-02
   -6.47954017e-02  -1.76783846e-01   1.40276226e-01  -1.16990731e-01
   -1.98283215e-01  -6.22991109e-02]
 [ -4.11117610e-01  -6.89942028e-01  -3.08389212e-01   1.26900608e-01
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   -5.11879402e-02  -5.82318195e-02]
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 [ -9.97167400e-02  -8.79252343e-02   1.23299499e-01   1.15120321e-01
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    1.83821653e-01   4.86650972e-03]
 [ -6.41136194e-02  -2.51579434e-01   1.72048997e-01  -3.52701847e-01
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   -4.01165282e-02   1.52015704e-01]]
[[ 0.60809542]
 [ 1.7810978 ]
 [ 0.21626492]
 [ 0.88667849]
 [-2.81095195]
 [-0.29014198]
 [-1.82770216]
 [ 0.05696948]
 [ 0.68054262]
 [ 0.87039153]]
Progress: 55.2% ... Training loss: 0.260 ... Validation loss: 0.453[[  1.83323193e-01   3.27977215e-01  -9.67837105e-02   1.28030789e-01
   -4.24846909e-01  -7.64085741e-02  -1.27489162e-01   1.20491719e-01
   -3.25125194e-02   2.38801379e-01]
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 [  2.21467817e-01   7.64360170e-01   1.60050547e-02  -3.37133234e-02
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    7.84186384e-02   3.15941807e-01]
 [  6.59938823e-02  -4.47612785e-01  -1.85668959e-01   2.44503766e-01
   -5.17634553e-02   1.19119741e-01   2.60093477e-01   6.63283423e-02
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 [ -4.14567098e-02   3.75691603e-02  -1.51111889e-01   3.28673122e-02
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   -5.07499575e-02  -5.76186934e-02]
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   -1.66127624e-01  -2.07516014e-01]
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   -9.38546820e-02  -9.34112995e-03]
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   -2.58255319e-02  -5.68522955e-02]
 [  1.27238277e-02  -1.43581817e-01  -2.92743756e-01  -5.05998692e-02
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   -1.43951175e-01  -4.20123273e-02]
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   -9.26327512e-02  -3.67393408e-02]
 [ -3.28394320e-01   7.03637789e-03   2.20970753e-02   2.19550453e-03
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 [ -9.89901354e-02  -8.56473580e-02   1.23586567e-01   1.16072736e-01
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    1.84413080e-01   5.86032915e-03]
 [ -6.46099156e-02  -2.52249755e-01   1.71900751e-01  -3.53338555e-01
   -2.61893431e-01   1.46056269e-01   1.57529682e-01  -1.27275435e-01
   -4.06247198e-02   1.51491644e-01]]
[[ 0.61494633]
 [ 1.79111528]
 [ 0.22246746]
 [ 0.89180058]
 [-2.80742806]
 [-0.28681562]
 [-1.82791609]
 [ 0.06140442]
 [ 0.68715894]
 [ 0.87728569]]
Progress: 55.3% ... Training loss: 0.258 ... Validation loss: 0.446[[  1.83136889e-01   3.28660025e-01  -9.68425835e-02   1.27574766e-01
   -4.23842887e-01  -7.62740631e-02  -1.27195240e-01   1.20482572e-01
   -3.28073425e-02   2.38646268e-01]
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    1.42601747e-01  -2.79703827e-02]
 [  2.20567767e-01   7.63999596e-01   1.55801209e-02  -3.56497091e-02
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    7.70799963e-02   3.14462179e-01]
 [  6.66998725e-02  -4.46904791e-01  -1.85364658e-01   2.45831730e-01
   -5.64883337e-02   1.18745693e-01   2.59167267e-01   6.64056745e-02
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 [ -4.36415162e-02   3.16798986e-02  -1.51875126e-01   2.99031855e-02
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   -4.98189529e-02  -5.65852808e-02]
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   -1.65495841e-01  -2.06685207e-01]
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   -1.66813213e-01  -2.18275608e-01  -1.72734851e-01  -1.97434860e-01
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   -2.57801212e-02  -5.67921719e-02]
 [  1.27692018e-02  -1.43697031e-01  -2.92724712e-01  -5.05557311e-02
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 [  5.85851746e-02  -4.29158092e-02  -1.11952339e-01   6.37530820e-02
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   -1.81261173e-01  -3.80371830e-01]
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 [  9.74611031e-03  -5.34972488e-01  -4.47191307e-02  -1.08496844e-01
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   -3.66125959e-01  -2.21946517e-01]
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   -7.03226324e-02   8.57943725e-02]
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   -8.99849745e-02  -1.36056218e-01]
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 [  3.48009555e-01   3.31918998e-01  -8.31090786e-02   2.95977986e-01
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 [  5.38527888e-02   1.23194438e-01   2.56265069e-01   2.53847959e-01
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   -1.90025617e-01   1.01993828e-01]
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   -1.00518330e-02  -7.85404460e-02]
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   -5.86266386e-02  -2.57028706e-02]
 [  5.12108467e-02   5.24084391e-02   1.97446509e-02   5.07400516e-02
   -4.72443120e-01  -1.26384711e-01  -2.47763087e-01   4.15727570e-02
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   -5.47532967e-01   8.09830802e-02  -2.27353032e-01   1.61957205e-01
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   -1.67412172e-01  -2.24613692e-01]
 [  7.65571871e-02  -2.90398058e-01  -1.71670573e-01  -6.90264770e-02
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 [ -1.02745612e-01   2.02087202e-02   2.70819749e-01   2.07672429e-02
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   -9.25673358e-02  -3.66343395e-02]
 [ -3.28641448e-01   5.96125629e-03   2.20203630e-02   1.86628502e-03
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   -6.18480718e-02   9.77405262e-02]
 [  1.56045188e-01  -2.50120867e-02  -2.28080322e-01  -5.68856844e-02
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 [  2.29914322e-01  -2.10740314e-01   7.17853074e-02   4.67333378e-03
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    1.32661727e-01  -1.48377600e-01]
 [ -9.94014644e-02  -8.67901658e-02   1.23434162e-01   1.15401662e-01
    2.38289117e-02  -1.17299338e-01   2.39401814e-01  -7.83697188e-02
    1.83924488e-01   5.19123333e-03]
 [ -6.55059981e-02  -2.54478789e-01   1.71608222e-01  -3.54513689e-01
   -2.60731692e-01   1.46478796e-01   1.59811812e-01  -1.27355922e-01
   -4.16104594e-02   1.50355713e-01]]
[[ 0.61681648]
 [ 1.79073398]
 [ 0.22500967]
 [ 0.89394868]
 [-2.80640426]
 [-0.2852748 ]
 [-1.82453475]
 [ 0.06397583]
 [ 0.6902226 ]
 [ 0.87883835]]
Progress: 55.4% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.79544071e-01   3.19571950e-01  -9.82166812e-02   1.22303282e-01
   -4.09904040e-01  -7.45249241e-02  -1.18242797e-01   1.20092569e-01
   -3.68424879e-02   2.33483532e-01]
 [  1.21338156e-02   1.28701835e-01  -1.98249935e-02   4.64991812e-02
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    1.42972382e-01  -2.76229748e-02]
 [  2.19098785e-01   7.58280829e-01   1.48005768e-02  -3.88040818e-02
    8.48676350e-01  -2.81044459e-02  -1.00115457e+00  -4.10969271e-02
    7.51023990e-02   3.12138681e-01]
 [  6.47450531e-02  -4.50004016e-01  -1.85811642e-01   2.43803824e-01
   -5.40819371e-02   1.19617922e-01   2.62061603e-01   6.62223569e-02
    1.50671202e-01   3.29744246e-01]
 [ -4.34482930e-02   3.26347531e-02  -1.51668671e-01   3.11691983e-02
   -6.12477264e-02  -1.75631359e-01   1.47182200e-01  -1.17199319e-01
   -2.00416125e-01  -6.57137632e-02]
 [ -4.09783836e-01  -6.87736300e-01  -3.07837785e-01   1.29232317e-01
   -2.56752127e-01   4.71418150e-02   4.01619483e-01  -4.19791877e-02
   -4.94522932e-02  -5.62781248e-02]
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   -6.16540095e-02  -7.44120655e-02   1.66023486e-01  -1.91598398e-01
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   -6.01705465e-02  -4.58861691e-02   9.29061730e-02   1.15337375e-01
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   -1.11844375e-01   6.78778102e-02  -6.86623881e-02  -3.01378467e-02
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   -1.66057672e-01  -2.07341185e-01]
 [ -1.59977502e-01   9.91310546e-04   6.06108148e-02   1.76446916e-02
   -1.66813213e-01  -2.18275608e-01  -1.72734851e-01  -1.97434860e-01
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 [ -2.91311570e-01  -3.50341248e-01   9.19225131e-02   2.05334621e-01
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   -2.86215439e-01  -1.04482465e-01]
 [  8.61619706e-02  -2.30822843e-01  -2.83049695e-02   9.59367150e-02
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 [  3.05584198e-02  -1.40046628e-01  -2.13121411e-01   1.38479580e-01
   -6.73016722e-02   8.38081579e-02  -8.85227778e-03  -2.08304804e-02
   -9.43123006e-02  -9.90994275e-03]
 [ -1.11211932e-01  -7.83529128e-02  -1.98055769e-01   1.71803610e-01
   -1.36130904e-02   1.29754568e-01  -1.16572505e-02  -2.49964943e-01
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 [ -5.44595810e-02  -5.65422936e-02   2.80441907e-01   1.19685623e-01
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 [  6.21909317e-02  -1.74303021e-02   8.77246268e-02   8.65199174e-02
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   -2.62477054e-02  -5.73856781e-02]
 [  1.19371083e-02  -1.46663905e-01  -2.93112230e-01  -5.21381969e-02
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 [  5.84159679e-02  -4.32529071e-02  -1.12003604e-01   6.35557231e-02
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   -1.45693326e-01  -4.41463708e-02]
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   -1.81103364e-01  -3.80211401e-01]
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 [  9.97373496e-03  -5.34698920e-01  -4.46298412e-02  -1.08141357e-01
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   -3.65860247e-01  -2.21615159e-01]
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   -7.00832108e-02   8.60547179e-02]
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   -9.03380179e-02  -1.36506284e-01]
 [ -2.11484328e-01  -3.63801497e-01   2.50428817e-01  -2.44821639e-01
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   -2.59465864e-01  -2.79168072e-02]
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   -2.20977418e-02  -1.32817379e-01]
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   -1.04568493e-01   5.62410871e-02  -1.61911805e-01   2.80678329e-01
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 [  3.47904185e-01   3.31805660e-01  -8.32034526e-02   2.95566260e-01
   -8.38909049e-01  -2.82749795e-01  -4.75717859e-01   1.76037447e-01
    3.85142822e-01  -2.78262765e-02]
 [  5.42466080e-02   1.23783971e-01   2.56402705e-01   2.54404715e-01
   -5.68388168e-02  -1.99796209e-01  -1.86122592e-01  -1.32498972e-01
   -1.31744251e-01  -2.81104754e-01]
 [  1.54552166e-02  -1.04782366e-01  -1.23167578e-01  -6.75978833e-02
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 [  4.27953139e-03  -4.56196649e-02  -6.70397161e-02  -5.01643749e-02
   -2.94933417e-02  -1.80381645e-01   6.61817183e-02   9.90990742e-03
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 [  2.70092156e-02   9.23285474e-02   2.42596756e-01   6.89639705e-02
   -2.10446946e-01  -1.35960787e-01   8.95452763e-02   3.88651495e-02
   -1.90204819e-01   1.01741261e-01]
 [  8.18412686e-02   7.74348330e-02   1.09844132e-01   1.68764028e-02
   -2.57983106e-01   6.32499289e-02   1.00233327e-02  -2.70737362e-01
   -9.75026051e-03  -7.81891403e-02]
 [ -8.91700945e-03   1.19541828e-01   8.43213196e-02  -3.37813567e-02
   -6.01876322e-02   1.79239493e-01   6.82568716e-02   1.17795676e-01
   -2.27514674e-02   1.69987444e-01]
 [  2.22363569e-01   9.21008223e-02   2.79867961e-02   7.59934757e-02
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   -5.79765393e-02  -2.48245301e-02]
 [  5.15300679e-02   5.32961384e-02   1.98615118e-02   5.11902863e-02
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 [  6.70129256e-02   5.07157798e-01   1.30731783e-01   4.53156194e-01
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 [  2.45941953e-01   3.35456520e-01   2.45892917e-01   1.49348599e-01
   -5.48480307e-01   8.08867911e-02  -2.27968702e-01   1.61978800e-01
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 [ -7.59351970e-02   2.42248574e-01   2.40168330e-01   1.31409081e-02
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   -3.49856248e-02   4.77416991e-02]
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   -2.78136296e-01  -9.66542121e-02]
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   -2.10867928e-01   2.86644505e-02]
 [  7.45631483e-03  -4.33114216e-01  -1.28919579e-01  -1.65139400e-01
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   -1.68078554e-01  -2.25392994e-01]
 [  7.53832697e-02  -2.93828343e-01  -1.72137579e-01  -7.08932931e-02
   -1.66695913e-01  -2.87786160e-02   1.78445498e-01  -1.60633464e-01
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 [ -1.03191683e-01   1.81268161e-02   2.70672510e-01   2.02062084e-02
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   -9.30363627e-02  -3.72871766e-02]
 [ -3.29648918e-01   3.00789814e-03   2.16691978e-02   4.15007032e-04
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   -6.29338117e-02   9.64849367e-02]
 [  1.56245617e-01  -2.44065153e-02  -2.27994772e-01  -5.65572150e-02
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    1.64352563e-02  -1.66109903e-01]
 [  2.29792036e-01  -2.11031660e-01   7.17484229e-02   4.51720149e-03
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    1.32579147e-01  -1.48562352e-01]
 [ -9.86888217e-02  -8.50996130e-02   1.23690170e-01   1.16543707e-01
    2.27369869e-02  -1.17581723e-01   2.38170355e-01  -7.82939276e-02
    1.84771082e-01   6.24472919e-03]
 [ -6.47669208e-02  -2.51884818e-01   1.71853201e-01  -3.53511275e-01
   -2.66022389e-01   1.46152499e-01   1.57930379e-01  -1.27285340e-01
   -4.08770252e-02   1.51376756e-01]]
[[ 0.60987316]
 [ 1.78523321]
 [ 0.22212402]
 [ 0.88756461]
 [-2.80831831]
 [-0.28880735]
 [-1.82570916]
 [ 0.05847244]
 [ 0.68484083]
 [ 0.87080827]]
Progress: 55.4% ... Training loss: 0.259 ... Validation loss: 0.450[[  1.79217079e-01   3.19885274e-01  -9.84160972e-02   1.21522260e-01
   -4.09676009e-01  -7.42494212e-02  -1.18173808e-01   1.20047745e-01
   -3.75720453e-02   2.32839514e-01]
 [  1.15743261e-02   1.26997925e-01  -2.00367380e-02   4.57292331e-02
    8.12743327e-02  -6.29625000e-03   3.34331827e-01   4.07071088e-02
    1.42429050e-01  -2.82128013e-02]
 [  2.20896806e-01   7.62003168e-01   1.53746904e-02  -3.62515655e-02
    8.46297926e-01  -2.88832616e-02  -1.00507693e+00  -4.09294588e-02
    7.69922811e-02   3.14622497e-01]
 [  6.51660319e-02  -4.49172424e-01  -1.85490886e-01   2.44663499e-01
   -5.47767151e-02   1.19355895e-01   2.60494988e-01   6.62634033e-02
    1.51596373e-01   3.30944600e-01]
 [ -4.08239034e-02   4.02773339e-02  -1.50644840e-01   3.50945002e-02
   -7.11101776e-02  -1.76982992e-01   1.37858814e-01  -1.16935177e-01
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   -2.28596136e-02   1.69850143e-01]
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   -9.40463065e-02  -3.84472664e-02]
 [ -3.28809124e-01   5.01543413e-03   2.19502188e-02   1.55104978e-03
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 [  1.56373015e-01  -2.40536786e-02  -2.27954522e-01  -5.63197675e-02
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 [  2.29286266e-01  -2.12668267e-01   7.15347551e-02   3.65064486e-03
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 [ -9.83637883e-02  -8.45512291e-02   1.23812997e-01   1.16985967e-01
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    1.85154618e-01   6.74428348e-03]
 [ -6.38426764e-02  -2.48960256e-01   1.72168181e-01  -3.52313172e-01
   -2.71417594e-01   1.45745893e-01   1.55060234e-01  -1.27199414e-01
   -3.99776554e-02   1.52622727e-01]]
[[ 0.60897658]
 [ 1.78747654]
 [ 0.22061923]
 [ 0.88522311]
 [-2.80919279]
 [-0.29199607]
 [-1.83170407]
 [ 0.05775717]
 [ 0.68327788]
 [ 0.8703519 ]]
Progress: 55.5% ... Training loss: 0.259 ... Validation loss: 0.449[[  1.81180813e-01   3.24550055e-01  -9.77216646e-02   1.24135891e-01
   -4.15847593e-01  -7.51103445e-02  -1.22450971e-01   1.20223848e-01
   -3.55099194e-02   2.35308496e-01]
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    1.42675818e-01  -2.79223668e-02]
 [  2.22007942e-01   7.65394059e-01   1.57588025e-02  -3.47086765e-02
    8.42162623e-01  -2.92638775e-02  -1.00803581e+00  -4.08324618e-02
    7.82376331e-02   3.15840249e-01]
 [  6.49483882e-02  -4.49332587e-01  -1.85575441e-01   2.44384982e-01
   -5.28749127e-02   1.19440616e-01   2.61145851e-01   6.62346941e-02
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 [ -3.76623603e-02   4.92441934e-02  -1.49479361e-01   3.97044605e-02
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   -4.99224719e-02  -5.68492645e-02]
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   -7.09209266e-02  -4.69495850e-02   8.77651857e-02   1.15565708e-01
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   -1.11288144e-01   6.81683141e-02  -6.72267731e-02  -3.01880027e-02
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   -2.13038228e-02   4.34485688e-02]
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   -1.65286123e-01  -2.06361640e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.87025073e-01  -1.05588504e-01]
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   -6.43257326e-02   8.42592026e-02  -6.39569950e-03  -2.09185936e-02
   -9.53951979e-02  -1.12182092e-02]
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 [  6.20840216e-02  -1.74253670e-02   8.76747117e-02   8.62104337e-02
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   -2.63693224e-02  -5.75176193e-02]
 [  1.31625132e-02  -1.43029510e-01  -2.92661007e-01  -5.03076862e-02
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 [  5.85553832e-02  -4.30591313e-02  -1.11970961e-01   6.36449384e-02
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   -1.45685282e-01  -4.42532434e-02]
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   -1.20595229e-01  -3.29235097e-01   1.35611631e-01   7.99141519e-03
    1.42608078e-01   8.73165493e-02]
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   -1.03678608e-02  -7.89829298e-02]
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   -5.82185811e-02  -2.51324640e-02]
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 [  7.31816941e-02  -2.98230546e-01  -1.72921968e-01  -7.39416717e-02
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 [ -1.04433445e-01   1.42865398e-02   2.70224284e-01   1.84920675e-02
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   -9.43160350e-02  -3.87994535e-02]
 [ -3.27417928e-01   8.18471681e-03   2.24749780e-02   3.66683768e-03
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   -6.04772776e-02   9.93722324e-02]
 [  1.56273430e-01  -2.44933358e-02  -2.28008539e-01  -5.65116604e-02
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 [  2.29327228e-01  -2.12967360e-01   7.15568642e-02   3.72621508e-03
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 [ -9.67587517e-02  -8.11132648e-02   1.24381547e-01   1.19160785e-01
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    1.86849287e-01   8.86347884e-03]
 [ -6.45887471e-02  -2.51332054e-01   1.71885266e-01  -3.53482151e-01
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   -4.07875031e-02   1.51608198e-01]]
[[ 0.61219346]
 [ 1.79304871]
 [ 0.22265251]
 [ 0.88941769]
 [-2.8071302 ]
 [-0.29155399]
 [-1.82983631]
 [ 0.06282001]
 [ 0.68612461]
 [ 0.87503856]]
Progress: 55.5% ... Training loss: 0.257 ... Validation loss: 0.444[[  1.81317805e-01   3.24895735e-01  -9.76756180e-02   1.24311478e-01
   -4.17371555e-01  -7.51689969e-02  -1.22941333e-01   1.20240225e-01
   -3.53913822e-02   2.35675010e-01]
 [  1.18127611e-02   1.27449381e-01  -1.99385094e-02   4.61476786e-02
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    1.42717482e-01  -2.78716723e-02]
 [  2.21284915e-01   7.64549221e-01   1.54320430e-02  -3.62644266e-02
    8.42212681e-01  -2.88911532e-02  -1.00829858e+00  -4.09391344e-02
    7.71996183e-02   3.14744464e-01]
 [  6.63853866e-02  -4.47407347e-01  -1.85052933e-01   2.46567504e-01
   -5.79381790e-02   1.18751350e-01   2.58670109e-01   6.64000193e-02
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 [ -3.63897195e-02   5.44471173e-02  -1.48963925e-01   4.19114859e-02
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   -1.92477842e-01  -5.59922895e-02]
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   -4.94536020e-02  -5.61872798e-02]
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   -7.25066929e-02  -4.70629422e-02   8.71255215e-02   1.15585209e-01
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   -1.64967471e-01  -2.05844031e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.86565862e-01  -1.05004103e-01]
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 [  2.99560225e-02  -1.42146258e-01  -2.13351180e-01   1.37538469e-01
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   -9.50306275e-02  -1.06919310e-02]
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   -2.53480720e-02  -5.62151343e-02]
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 [  5.87213326e-02  -4.27467963e-02  -1.11924580e-01   6.38312030e-02
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   -1.81376505e-01  -3.80540444e-01]
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 [  9.80181843e-03  -5.35593229e-01  -4.47027118e-02  -1.08425365e-01
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   -3.66052660e-01  -2.21872663e-01]
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   -7.01640168e-02   8.60569235e-02]
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   -8.99242309e-02  -1.35989086e-01]
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   -2.21535712e-02  -1.32888934e-01]
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   -1.03018255e-01   5.65570349e-02  -1.60816138e-01   2.80608396e-01
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 [  3.48666517e-01   3.32942023e-01  -8.29372530e-02   2.96357795e-01
   -8.39109761e-01  -2.83057289e-01  -4.77125824e-01   1.76102774e-01
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 [  5.46066937e-02   1.24308574e-01   2.56549897e-01   2.54841986e-01
   -5.79823866e-02  -1.99988712e-01  -1.87123172e-01  -1.32461644e-01
   -1.31348135e-01  -2.80590838e-01]
 [  1.52154613e-02  -1.05774204e-01  -1.23257714e-01  -6.79557472e-02
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 [  4.47391602e-03  -4.56689762e-02  -6.69466494e-02  -4.98412978e-02
   -2.98261606e-02  -1.80486606e-01   6.61645836e-02   9.93600955e-03
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 [  2.82597691e-02   9.65909199e-02   2.43070446e-01   7.07373197e-02
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   -1.88894718e-01   1.03529161e-01]
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   -9.28758066e-03  -7.76213483e-02]
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   -5.79717503e-02   1.79492477e-01   6.95740113e-02   1.17740584e-01
   -2.33566089e-02   1.69231992e-01]
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   -5.75959289e-02  -2.43570126e-02]
 [  5.18244651e-02   5.44320838e-02   1.99599924e-02   5.14798974e-02
   -4.75923133e-01  -1.26636275e-01  -2.49603099e-01   4.16293556e-02
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 [ -9.67042142e-02  -8.14161580e-02   1.24412538e-01   1.19287873e-01
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    1.86943343e-01   9.00200850e-03]
 [ -6.41739170e-02  -2.50840945e-01   1.72046228e-01  -3.52917239e-01
   -2.70332231e-01   1.45923711e-01   1.56783448e-01  -1.27234731e-01
   -4.02452988e-02   1.52245929e-01]]
[[ 0.61413339]
 [ 1.79346279]
 [ 0.22527326]
 [ 0.89346535]
 [-2.80531698]
 [-0.28716263]
 [-1.82292418]
 [ 0.06414062]
 [ 0.68822526]
 [ 0.87698691]]
Progress: 55.5% ... Training loss: 0.257 ... Validation loss: 0.445[[  1.81935988e-01   3.26615774e-01  -9.73902577e-02   1.25199576e-01
   -4.16028208e-01  -7.54817712e-02  -1.23809813e-01   1.20318944e-01
   -3.48246603e-02   2.36638621e-01]
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   -4.88568585e-02   1.20308437e-01   2.66554424e-01   6.60547526e-02
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   -4.90809779e-02  -5.57333052e-02]
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   -8.96917416e-02  -1.35725542e-01]
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   -2.98261606e-02  -1.80486606e-01   6.61645836e-02   9.93600955e-03
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   -1.88441510e-01   1.04109694e-01]
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   -9.17106771e-03  -7.74643987e-02]
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   -2.27494748e-02   1.70067407e-01]
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   -5.77567517e-02  -2.45637887e-02]
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   -2.79124695e-01  -9.78562580e-02]
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   -2.11116253e-01   2.84451214e-02]
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   -1.68577811e-01  -2.26031994e-01]
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   -9.39081556e-02  -3.81993932e-02]
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   -6.03866418e-02   9.95072564e-02]
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 [ -9.59344161e-02  -7.98127870e-02   1.24679650e-01   1.20280219e-01
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    1.87749530e-01   1.00611437e-02]
 [ -6.42799163e-02  -2.50396265e-01   1.71993118e-01  -3.53167590e-01
   -2.70812054e-01   1.46002181e-01   1.56516149e-01  -1.27261472e-01
   -4.04810757e-02   1.52104494e-01]]
[[ 0.61724601]
 [ 1.7963408 ]
 [ 0.23096376]
 [ 0.89950449]
 [-2.80718089]
 [-0.28693289]
 [-1.81702983]
 [ 0.06605158]
 [ 0.69217933]
 [ 0.87974743]]
Progress: 55.6% ... Training loss: 0.257 ... Validation loss: 0.442[[  1.82187259e-01   3.27338721e-01  -9.72723052e-02   1.25757352e-01
   -4.17209493e-01  -7.55525730e-02  -1.23183426e-01   1.20348281e-01
   -3.44216245e-02   2.36984953e-01]
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 [  2.19256293e-01   7.58640667e-01   1.46286221e-02  -3.90363416e-02
    8.48301731e-01  -2.80076320e-02  -1.00399838e+00  -4.11577288e-02
    7.52408416e-02   3.12251204e-01]
 [  6.06038209e-02  -4.61557297e-01  -1.87218768e-01   2.38909798e-01
   -4.24160417e-02   1.21525560e-01   2.72774355e-01   6.57808550e-02
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 [ -9.65812507e-02  -8.19582665e-02   1.24422949e-01   1.19449142e-01
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 [ -6.51478098e-02  -2.52644941e-01   1.71679456e-01  -3.54301251e-01
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[[ 0.60977395]
 [ 1.79304026]
 [ 0.22286735]
 [ 0.8889305 ]
 [-2.81158114]
 [-0.29521687]
 [-1.82776704]
 [ 0.05934096]
 [ 0.68269645]
 [ 0.87054516]]
Progress: 55.6% ... Training loss: 0.257 ... Validation loss: 0.442[[  1.82230633e-01   3.27573871e-01  -9.73076411e-02   1.25495205e-01
   -4.16836774e-01  -7.55572796e-02  -1.23188023e-01   1.20328289e-01
   -3.43509972e-02   2.36943696e-01]
 [  1.14362674e-02   1.26382911e-01  -2.00434235e-02   4.56413155e-02
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    1.42452669e-01  -2.82967364e-02]
 [  2.16480168e-01   7.52697915e-01   1.35435907e-02  -4.37675415e-02
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    7.20068575e-02   3.08030762e-01]
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   -5.69923398e-02   1.20293021e-01   2.66228904e-01   6.60477984e-02
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 [ -3.72414121e-02   5.27637515e-02  -1.49320937e-01   4.08266595e-02
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   -4.89627357e-02  -5.57509145e-02]
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   -1.63802636e-01  -2.04630621e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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 [  2.96326431e-02  -1.43148642e-01  -2.13456887e-01   1.37229105e-01
   -6.66584158e-02   8.42846189e-02  -5.30378856e-03  -2.09225870e-02
   -9.54944450e-02  -1.12930810e-02]
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 [  6.32591831e-02  -1.45979042e-02   8.80801702e-02   8.79807721e-02
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   -2.50921681e-02  -5.58898594e-02]
 [  1.23626069e-02  -1.45304985e-01  -2.93004194e-01  -5.15896380e-02
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 [  5.82344318e-02  -4.38238883e-02  -1.12150851e-01   6.29323362e-02
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   -1.46204633e-01  -4.48020394e-02]
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 [  1.08469274e-01   6.80838878e-02  -4.47781887e-02  -1.00918608e-01
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 [ -9.69020518e-02  -8.29238748e-02   1.24313976e-01   1.19010952e-01
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 [ -6.56650811e-02  -2.53155877e-01   1.71527630e-01  -3.54998091e-01
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   -4.19417518e-02   1.50408489e-01]]
[[ 0.60515741]
 [ 1.78543375]
 [ 0.2183681 ]
 [ 0.88859606]
 [-2.81504986]
 [-0.29518616]
 [-1.82465352]
 [ 0.0581865 ]
 [ 0.6795918 ]
 [ 0.86717733]]
Progress: 55.7% ... Training loss: 0.259 ... Validation loss: 0.449[[  1.82343072e-01   3.29836494e-01  -9.72003262e-02   1.25924936e-01
   -4.18181564e-01  -7.56417522e-02  -1.24954200e-01   1.20333814e-01
   -3.41116424e-02   2.37673875e-01]
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    7.52532453e-02   3.12234719e-01]
 [  6.29283487e-02  -4.58476208e-01  -1.86390651e-01   2.42435977e-01
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   -5.01640302e-02  -5.72069128e-02]
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   -1.63702774e-01  -2.04468198e-01]
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   -3.65281527e-01  -2.20936695e-01]
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   -8.92155166e-02  -1.35161330e-01]
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   -5.84820534e-02  -2.55377280e-02]
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   -5.50443154e-01   8.11467780e-02  -2.27795924e-01   1.61912528e-01
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   -1.68895158e-01  -2.26452485e-01]
 [  7.31275438e-02  -2.97046625e-01  -1.72956070e-01  -7.38478126e-02
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 [ -1.05424801e-01   9.78303824e-03   2.69915555e-01   1.70219576e-02
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   -9.53706554e-02  -4.01084854e-02]
 [ -3.27143024e-01   8.82407002e-03   2.25871926e-02   4.08900885e-03
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   -6.01536774e-02   9.95445541e-02]
 [  1.57114116e-01  -2.40153171e-02  -2.27736645e-01  -5.53331044e-02
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 [  2.30083972e-01  -2.11428679e-01   7.18899298e-02   5.01143725e-03
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    1.32860664e-01  -1.48225036e-01]
 [ -9.70181009e-02  -8.30748114e-02   1.24274383e-01   1.18845657e-01
    1.87453652e-02  -1.18353072e-01   2.35155294e-01  -7.81340352e-02
    1.86514204e-01   8.61046689e-03]
 [ -6.59484675e-02  -2.52691315e-01   1.71421063e-01  -3.55441626e-01
   -2.69652526e-01   1.46787601e-01   1.59992940e-01  -1.27439671e-01
   -4.22734634e-02   1.50052773e-01]]
[[ 0.60819285]
 [ 1.79001856]
 [ 0.2186278 ]
 [ 0.88847493]
 [-2.81080556]
 [-0.29452856]
 [-1.82823709]
 [ 0.05957474]
 [ 0.68144042]
 [ 0.86888315]]
Progress: 55.8% ... Training loss: 0.258 ... Validation loss: 0.447[[  1.83147341e-01   3.30827798e-01  -9.69825290e-02   1.27126386e-01
   -4.21427406e-01  -7.59161812e-02  -1.24910588e-01   1.20406070e-01
   -3.31055440e-02   2.38696034e-01]
 [  1.18592433e-02   1.27189345e-01  -1.98786995e-02   4.63651209e-02
    7.99128145e-02  -6.47744754e-03   3.33951976e-01   4.07439764e-02
    1.42909510e-01  -2.77137550e-02]
 [  2.22611959e-01   7.66571087e-01   1.56736154e-02  -3.51515190e-02
    8.45390553e-01  -2.94226814e-02  -1.01264368e+00  -4.08797642e-02
    7.88771960e-02   3.16979197e-01]
 [  5.97550365e-02  -4.65660598e-01  -1.87487553e-01   2.37931638e-01
   -4.39534606e-02   1.21997831e-01   2.73615484e-01   6.56898592e-02
    1.45322196e-01   3.24263145e-01]
 [ -3.85180990e-02   4.94121837e-02  -1.49724209e-01   3.90618575e-02
   -8.20388706e-02  -1.78326396e-01   1.32812767e-01  -1.16657073e-01
   -1.95114499e-01  -5.96678344e-02]
 [ -4.09731419e-01  -6.88997967e-01  -3.07712728e-01   1.29800917e-01
   -2.66020809e-01   4.70965147e-02   4.03710446e-01  -4.19514748e-02
   -4.94810460e-02  -5.65374155e-02]
 [  2.29101350e-03  -2.74844144e-01   1.18511867e-02   9.88000610e-02
   -6.40124576e-02  -7.43827098e-02   1.67038995e-01  -1.91591031e-01
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   -7.07106621e-02  -4.67372505e-02   8.81570060e-02   1.15490623e-01
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   -1.16182209e-01   6.78858780e-02  -6.78300413e-02  -3.01279126e-02
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 [  1.86284976e-02  -4.82260450e-01   6.63345800e-02  -5.60154576e-02
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   -1.99825612e-02   4.50274526e-02]
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   -1.62934434e-01  -2.03549587e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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 [ -2.91421134e-01  -3.51002942e-01   9.19957976e-02   2.05656844e-01
   -1.76605340e-01  -6.07799219e-02   1.14261905e-01  -2.62237433e-01
   -2.86182854e-01  -1.04691960e-01]
 [  8.60481496e-02  -2.30846566e-01  -2.83346732e-02   9.56786100e-02
   -5.60907912e-02  -8.27619979e-02   2.83088995e-01   8.40758977e-04
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 [  3.02740003e-02  -1.41842058e-01  -2.13222057e-01   1.38149351e-01
   -6.98995674e-02   8.39319931e-02  -7.05901627e-03  -2.08540647e-02
   -9.47174553e-02  -1.04871648e-02]
 [ -1.11785918e-01  -8.09454258e-02  -1.98306540e-01   1.70790251e-01
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 [  6.27093000e-02  -1.62878740e-02   8.78578876e-02   8.70806695e-02
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   -2.57138672e-02  -5.66701696e-02]
 [  1.34142117e-02  -1.43530464e-01  -2.92627946e-01  -5.00286160e-02
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 [  5.83126449e-02  -4.32218450e-02  -1.12124466e-01   6.30216138e-02
   -1.89547090e-01   3.15598100e-01   2.68384846e-01   2.04940447e-01
   -1.46140401e-01  -4.47205116e-02]
 [  7.52049755e-03  -1.54287476e-02   1.24486473e-01   1.16514171e-01
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 [  1.08985739e-01   6.94212402e-02  -4.46069036e-02  -1.00235094e-01
   -1.24772398e-01  -3.29373126e-01   1.35849402e-01   8.02005858e-03
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   -3.27264263e-01   2.08332238e-03   7.14449089e-02  -2.60025292e-02
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 [ -3.09370234e-02  -1.61351450e-01  -7.51664437e-02  -1.25913403e-01
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   -1.81611695e-01  -3.80838610e-01]
 [ -1.68476109e-02  -4.74580870e-01  -3.12309710e-02  -7.25740811e-02
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    3.00557215e-02  -3.88855750e-01]
 [  1.07124263e-02  -5.35204612e-01  -4.43849021e-02  -1.07004765e-01
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   -3.64996951e-01  -2.20583352e-01]
 [ -1.75290201e-01  -6.63472148e-01  -1.10479276e-02  -2.05150683e-01
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   -6.94235197e-02   8.69827589e-02]
 [ -3.01787677e-01  -4.89492269e-01   5.45607744e-02  -4.83221450e-02
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   -8.92916280e-02  -1.35267434e-01]
 [ -2.11635720e-01  -3.64994950e-01   2.50394214e-01  -2.44904010e-01
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   -2.59560743e-01  -2.79955646e-02]
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   -2.19303075e-02  -1.32631188e-01]
 [  9.45665172e-02   2.61874938e-01   1.57293323e-01  -1.15118056e-01
   -9.61920196e-02   5.77094912e-02  -1.55640284e-01   2.80363575e-01
    5.52411863e-02   1.61419650e-01]
 [  3.49211243e-01   3.36134148e-01  -8.26512785e-02   2.97377923e-01
   -8.41808136e-01  -2.83251108e-01  -4.78371819e-01   1.76173523e-01
    3.86909387e-01  -2.60079791e-02]
 [  5.40658688e-02   1.22702347e-01   2.56356451e-01   2.53984089e-01
   -5.60220532e-02  -1.99723014e-01  -1.85979683e-01  -1.32516938e-01
   -1.31959949e-01  -2.81379435e-01]
 [  1.64362620e-02  -1.03209592e-01  -1.22819233e-01  -6.61531428e-02
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    2.31241951e-02   1.95738939e-01]
 [  3.60969107e-03  -4.83678013e-02  -6.72624443e-02  -5.10725434e-02
   -2.54123443e-02  -1.80103281e-01   6.88471517e-02   9.85695725e-03
    3.62640181e-02   3.60506741e-03]
 [  2.88797000e-02   9.84233935e-02   2.43289011e-01   7.15912044e-02
   -2.19267377e-01  -1.36960958e-01   8.34763333e-02   3.90465440e-02
   -1.88169245e-01   1.04467940e-01]
 [  8.31703295e-02   8.14071900e-02   1.10273533e-01   1.87449921e-02
   -2.62086251e-01   6.25917454e-02   6.22594155e-03  -2.70614882e-01
   -8.30807226e-03  -7.63621795e-02]
 [ -8.95421222e-03   1.19226961e-01   8.43158954e-02  -3.38434311e-02
   -5.91479071e-02   1.79239294e-01   6.84078103e-02   1.17793661e-01
   -2.27895086e-02   1.69973373e-01]
 [  2.22337287e-01   9.25488411e-02   2.79352176e-02   7.57225844e-02
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   -5.81567869e-02  -2.50794654e-02]
 [  5.10039528e-02   5.26723305e-02   1.96460038e-02   5.02653981e-02
   -4.72158504e-01  -1.26252626e-01  -2.48317587e-01   4.15389562e-02
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 [  6.73542916e-02   5.07548619e-01   1.30832894e-01   4.53834812e-01
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 [  1.82441788e-01   5.00704805e-01   6.99477350e-02   4.43010432e-01
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 [  2.44977588e-01   3.34225117e-01   2.45512869e-01   1.48035558e-01
   -5.48989590e-01   8.14150630e-02  -2.26614231e-01   1.61859738e-01
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 [ -7.59683072e-02   2.42673006e-01   2.40140949e-01   1.31017480e-02
   -8.11912255e-02   1.31886581e-01  -1.12661736e-01  -1.55045304e-02
   -3.49936881e-02   4.76871232e-02]
 [ -1.03368458e-01   1.04469700e-02   2.25642022e-02   8.69544498e-02
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   -2.78887095e-01  -9.75692080e-02]
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   -2.09669989e-01   3.02175885e-02]
 [  6.95267708e-03  -4.34654999e-01  -1.29122395e-01  -1.65887364e-01
    3.75154262e-01   2.63166172e-02   2.05522267e-01   1.51886586e-01
   -1.68681811e-01  -2.26166095e-01]
 [  7.34672149e-02  -2.97195461e-01  -1.72869958e-01  -7.34028679e-02
   -1.74377154e-01  -2.78016043e-02   1.82651080e-01  -1.60830226e-01
    7.99443837e-02  -2.14885844e-01]
 [ -1.05582666e-01   9.33241589e-03   2.69852804e-01   1.68065073e-02
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   -9.55895828e-02  -4.03660002e-02]
 [ -3.25931934e-01   1.15056313e-02   2.30378568e-02   5.87023949e-03
    1.17973032e-01  -1.86174008e-01  -5.25971716e-03   2.35717666e-01
   -5.87762129e-02   1.01074897e-01]
 [  1.57238658e-01  -2.30235838e-02  -2.27659661e-01  -5.49768904e-02
    9.30871968e-02  -3.06918064e-01   7.98436673e-02  -1.65172582e-01
    1.75696052e-02  -1.64663086e-01]
 [  2.30507761e-01  -2.10566372e-01   7.20529390e-02   5.65723721e-03
    6.31750222e-02  -4.73057010e-02   3.36015012e-02  -1.34688784e-01
    1.33254853e-01  -1.47723793e-01]
 [ -9.64681721e-02  -8.18955197e-02   1.24443224e-01   1.19625774e-01
    1.66445380e-02  -1.18554474e-01   2.33964432e-01  -7.80863848e-02
    1.87077252e-01   9.32794478e-03]
 [ -6.57565161e-02  -2.52279778e-01   1.71449798e-01  -3.55228545e-01
   -2.71576617e-01   1.46689766e-01   1.59926077e-01  -1.27424463e-01
   -4.18775338e-02   1.50640056e-01]]
[[ 0.61685873]
 [ 1.80030765]
 [ 0.2290971 ]
 [ 0.89619011]
 [-2.79801814]
 [-0.28726765]
 [-1.82194139]
 [ 0.06752964]
 [ 0.69052422]
 [ 0.87850115]]
Progress: 55.8% ... Training loss: 0.258 ... Validation loss: 0.442[[  1.82383529e-01   3.28724364e-01  -9.72373997e-02   1.26077878e-01
   -4.17428643e-01  -7.56049828e-02  -1.22743159e-01   1.20331562e-01
   -3.39578787e-02   2.37579318e-01]
 [  1.16789838e-02   1.26890830e-01  -1.99457559e-02   4.61017978e-02
    8.05513451e-02  -6.39225545e-03   3.34268712e-01   4.07240562e-02
    1.42709515e-01  -2.79683757e-02]
 [  2.23296985e-01   7.65768014e-01   1.58922495e-02  -3.45249331e-02
    8.46182292e-01  -2.96913818e-02  -1.01227253e+00  -4.08137833e-02
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 [ -9.72263709e-02  -8.35794793e-02   1.24163762e-01   1.18505785e-01
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    1.86204446e-01   8.24629659e-03]
 [ -6.50510428e-02  -2.50420643e-01   1.71732664e-01  -3.54253343e-01
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   -4.09785433e-02   1.51625192e-01]]
[[ 0.60691086]
 [ 1.7937224 ]
 [ 0.2201448 ]
 [ 0.88473163]
 [-2.80556084]
 [-0.29540943]
 [-1.83522344]
 [ 0.06066272]
 [ 0.67974399]
 [ 0.86926215]]
Progress: 55.9% ... Training loss: 0.258 ... Validation loss: 0.445[[  1.82986521e-01   3.31236340e-01  -9.70479305e-02   1.27035380e-01
   -4.21316070e-01  -7.59135891e-02  -1.24793255e-01   1.20400376e-01
   -3.32776937e-02   2.38634274e-01]
 [  1.21010882e-02   1.28088571e-01  -1.97954772e-02   4.67118151e-02
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    1.43182815e-01  -2.73811039e-02]
 [  2.22806535e-01   7.64375949e-01   1.56764870e-02  -3.52946317e-02
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    7.93156555e-02   3.17170335e-01]
 [  6.04813361e-02  -4.63286412e-01  -1.87211067e-01   2.39782965e-01
   -4.87097729e-02   1.21706499e-01   2.70920558e-01   6.57357485e-02
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 [ -3.99479259e-02   4.55549833e-02  -1.50264144e-01   3.66836637e-02
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   -5.07662258e-02  -5.82908871e-02]
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   -7.25972618e-02  -4.67802522e-02   8.75487523e-02   1.15498410e-01
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   -1.14048007e-01   6.81719384e-02  -6.58688159e-02  -3.01866232e-02
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   -1.62348917e-01  -2.02845597e-01]
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 [  6.24655100e-02  -1.72240767e-02   8.77726462e-02   8.67245953e-02
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   -2.59521657e-02  -5.69910443e-02]
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 [  5.89824334e-02  -4.14681531e-02  -1.11826261e-01   6.42221890e-02
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   -1.45216235e-01  -4.36532183e-02]
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   -9.57286133e-02  -4.06158981e-02]
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 [ -9.77743598e-02  -8.52242659e-02   1.23965208e-01   1.17855588e-01
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    1.85914527e-01   7.67239417e-03]
 [ -6.57680533e-02  -2.52536830e-01   1.71425833e-01  -3.55368577e-01
   -2.72871108e-01   1.46759621e-01   1.60118215e-01  -1.27419267e-01
   -4.18185094e-02   1.50779974e-01]]
[[ 0.61178844]
 [ 1.79580106]
 [ 0.22415548]
 [ 0.88971948]
 [-2.80135643]
 [-0.29177675]
 [-1.82861249]
 [ 0.06384651]
 [ 0.6849793 ]
 [ 0.87307098]]
Progress: 55.9% ... Training loss: 0.257 ... Validation loss: 0.444[[  1.85105270e-01   3.38348764e-01  -9.62710436e-02   1.30154399e-01
   -4.31145993e-01  -7.69222788e-02  -1.30526921e-01   1.20625355e-01
   -3.07576063e-02   2.41478760e-01]
 [  1.23677787e-02   1.28737907e-01  -1.96945403e-02   4.71197985e-02
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 [  2.25126577e-01   7.71285355e-01   1.64195585e-02  -3.23549644e-02
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    8.18991541e-02   3.20048552e-01]
 [  6.16560900e-02  -4.60694409e-01  -1.86688898e-01   2.42002329e-01
   -4.94821979e-02   1.21142267e-01   2.67413743e-01   6.58450030e-02
    1.48243032e-01   3.27864127e-01]
 [ -3.93739882e-02   4.70994654e-02  -1.49978717e-01   3.80461844e-02
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   -1.96309161e-01  -6.13105271e-02]
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   -4.97317581e-02  -5.70131716e-02]
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   -1.61343336e-01  -2.01648601e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -9.68812246e-02  -1.33219418e-02]
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   -2.54032580e-02  -5.62987641e-02]
 [  1.33254788e-02  -1.43555635e-01  -2.92725638e-01  -5.03879093e-02
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   -1.80923590e-01  -3.80067695e-01]
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 [  1.04656058e-02  -5.36321472e-01  -4.44801570e-02  -1.07377084e-01
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   -3.65291811e-01  -2.20934585e-01]
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   -8.91000494e-02  -1.34995181e-01]
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 [  3.50204483e-01   3.39027345e-01  -8.22714973e-02   2.98873752e-01
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 [  5.36793040e-02   1.21672797e-01   2.56223319e-01   2.53423120e-01
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   -1.86757380e-01   1.06277009e-01]
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   -7.94739163e-03  -7.58629311e-02]
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   -5.88355063e-02  -2.59708753e-02]
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 [ -9.89747572e-02  -8.80410592e-02   1.23498992e-01   1.15962578e-01
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    1.84464934e-01   5.94847426e-03]
 [ -6.43206992e-02  -2.48899475e-01   1.71904999e-01  -3.53411448e-01
   -2.81081944e-01   1.46044788e-01   1.56733422e-01  -1.27271117e-01
   -4.01455420e-02   1.52757665e-01]]
[[ 0.61656194]
 [ 1.8006584 ]
 [ 0.22835967]
 [ 0.89435214]
 [-2.795892  ]
 [-0.28763945]
 [-1.82534385]
 [ 0.06805287]
 [ 0.68812306]
 [ 0.87982776]]
Progress: 56.0% ... Training loss: 0.259 ... Validation loss: 0.442[[  1.86660219e-01   3.40101293e-01  -9.56483840e-02   1.32243801e-01
   -4.32027326e-01  -7.74684230e-02  -1.32254175e-01   1.20815728e-01
   -2.94205143e-02   2.43538534e-01]
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    8.30541537e-01  -3.09810619e-02  -1.01839614e+00  -4.04717857e-02
    8.35342502e-02   3.22078637e-01]
 [  6.08955858e-02  -4.61935389e-01  -1.86994555e-01   2.40401728e-01
   -4.72751292e-02   1.21315996e-01   2.67999691e-01   6.57507449e-02
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 [ -4.08542472e-02   4.28523134e-02  -1.50574392e-01   3.64762578e-02
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   -1.97689650e-01  -6.31587888e-02]
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   -2.71314719e-01   4.66615172e-02   4.00727860e-01  -4.18398022e-02
   -4.86187197e-02  -5.54875702e-02]
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   -1.61945643e-01  -2.02379767e-01]
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 [  6.30683495e-02  -1.63914179e-02   8.79712666e-02   8.75459088e-02
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   -2.53300490e-02  -5.60778122e-02]
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 [  3.51519045e-01   3.41847283e-01  -8.17598398e-02   3.00516604e-01
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 [  5.37868955e-02   1.22055366e-01   2.56261971e-01   2.53554936e-01
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   -1.86498620e-01   1.06701173e-01]
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   -8.71271282e-03  -7.67810698e-02]
 [ -9.52260034e-03   1.17569991e-01   8.41217285e-02  -3.48647241e-02
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   -2.34216769e-02   1.69189816e-01]
 [  2.22956843e-01   9.34010609e-02   2.81380497e-02   7.65028131e-02
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   -5.75947087e-02  -2.44272507e-02]
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   -1.68071769e-01  -2.25393629e-01]
 [  7.34817448e-02  -2.95124271e-01  -1.72916803e-01  -7.32657284e-02
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   -9.55947943e-02  -4.03928125e-02]
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   -5.83400364e-02   1.01748956e-01]
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    1.84800700e-01   6.55040015e-03]
 [ -6.42539371e-02  -2.48762747e-01   1.71951858e-01  -3.53360236e-01
   -2.81259484e-01   1.46018617e-01   1.56208947e-01  -1.27264209e-01
   -4.00987783e-02   1.52823091e-01]]
[[ 0.6233029 ]
 [ 1.8066045 ]
 [ 0.23164452]
 [ 0.90063063]
 [-2.79642622]
 [-0.2862791 ]
 [-1.82538798]
 [ 0.07254064]
 [ 0.69487341]
 [ 0.88584408]]
Progress: 56.0% ... Training loss: 0.262 ... Validation loss: 0.442[[  1.87244807e-01   3.42853303e-01  -9.53897580e-02   1.33226446e-01
   -4.34750883e-01  -7.77470235e-02  -1.34366013e-01   1.20900097e-01
   -2.88891397e-02   2.44250576e-01]
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    1.43942128e-01  -2.64407723e-02]
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 [  7.19583514e-02  -2.97577301e-01  -1.73512991e-01  -7.55826502e-02
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   -9.56547279e-02  -4.04135008e-02]
 [ -3.27010918e-01   7.74374317e-03   2.26076121e-02   4.16049257e-03
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   -6.02207372e-02   9.93668737e-02]
 [  1.58310164e-01  -2.05401266e-02  -2.27097634e-01  -5.25906434e-02
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 [  2.30707557e-01  -2.11593453e-01   7.21000100e-02   5.72139620e-03
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 [ -9.72384188e-02  -8.43224957e-02   1.24162568e-01   1.18252986e-01
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    1.86093797e-01   8.31802651e-03]
 [ -6.40119011e-02  -2.47635304e-01   1.72050961e-01  -3.53039532e-01
   -2.82349104e-01   1.45909737e-01   1.55284827e-01  -1.27235816e-01
   -3.98397629e-02   1.53052209e-01]]
[[ 0.62341657]
 [ 1.80779286]
 [ 0.22835388]
 [ 0.89778777]
 [-2.79983867]
 [-0.28949427]
 [-1.83294967]
 [ 0.07059437]
 [ 0.69401904]
 [ 0.88483317]]
Progress: 56.0% ... Training loss: 0.262 ... Validation loss: 0.441[[  1.80285287e-01   3.27318222e-01  -9.79388029e-02   1.23011423e-01
   -4.09440769e-01  -7.44561399e-02  -1.18251583e-01   1.20092573e-01
   -3.67316308e-02   2.34634010e-01]
 [  1.25745437e-02   1.29102453e-01  -1.96139734e-02   4.74150100e-02
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    1.43725456e-01  -2.67411680e-02]
 [  2.25605629e-01   7.66544134e-01   1.66875162e-02  -3.14514419e-02
    8.41431124e-01  -3.06303947e-02  -1.01566791e+00  -4.05678207e-02
    8.24103105e-02   3.20558154e-01]
 [  6.36084191e-02  -4.55050243e-01  -1.85796464e-01   2.45101111e-01
   -5.65842840e-02   1.20066765e-01   2.61701861e-01   6.60880596e-02
    1.50333274e-01   3.31302726e-01]
 [ -4.37106005e-02   3.45276983e-02  -1.51529576e-01   3.24365249e-02
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   -2.00657454e-01  -6.71669524e-02]
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   -5.19426211e-02  -5.95050286e-02]
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   -1.11697582e-01   6.86750467e-02  -6.20722693e-02  -3.02943435e-02
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 [  1.08648715e-02  -5.00217899e-01   6.32820195e-02  -6.84619910e-02
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   -2.95149139e-02   3.34506659e-02]
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   -1.62112380e-01  -2.02516994e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.92031684e-01  -3.50590804e-01   9.17683040e-02   2.04832055e-01
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   -9.63313438e-02  -1.25059287e-02]
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 [  6.16636485e-02  -2.02550238e-02   8.74220799e-02   8.52978497e-02
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   -2.70226000e-02  -5.82059439e-02]
 [  1.35464702e-02  -1.42639496e-01  -2.92613669e-01  -4.98748365e-02
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    1.09816697e-01  -3.02524352e-02]
 [  5.79382725e-02  -4.48216872e-02  -1.12255173e-01   6.25142264e-02
   -1.88102192e-01   3.15755381e-01   2.70433864e-01   2.04891095e-01
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 [ -9.79125737e-02  -8.59162891e-02   1.23906009e-01   1.17200158e-01
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 [ -6.54766153e-02  -2.51042284e-01   1.71546671e-01  -3.55170911e-01
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   -4.14667159e-02   1.51153741e-01]]
[[ 0.5962285 ]
 [ 1.78662421]
 [ 0.20406102]
 [ 0.87245053]
 [-2.81848915]
 [-0.3110185 ]
 [-1.85914453]
 [ 0.04641484]
 [ 0.66842651]
 [ 0.85784186]]
Progress: 56.1% ... Training loss: 0.273 ... Validation loss: 0.465[[  1.82014842e-01   3.32978447e-01  -9.72642103e-02   1.25925782e-01
   -4.19527929e-01  -7.55036957e-02  -1.23494992e-01   1.20255061e-01
   -3.45833882e-02   2.37388541e-01]
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    1.44031737e-01  -2.63573071e-02]
 [  2.26212230e-01   7.72172558e-01   1.69103074e-02  -3.05530970e-02
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    8.31704321e-02   3.21747582e-01]
 [  6.62687235e-02  -4.48272101e-01  -1.84868301e-01   2.49289259e-01
   -6.65211608e-02   1.18625973e-01   2.53329651e-01   6.63058906e-02
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 [ -4.46335395e-02   3.33599955e-02  -1.51802402e-01   3.13244211e-02
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   -5.14092817e-02  -5.89425805e-02]
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   -1.61684795e-01  -2.02015152e-01]
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   -1.81736762e-01  -3.81123395e-01]
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   -3.64752212e-01  -2.20248446e-01]
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   -8.83927021e-02  -1.34095432e-01]
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 [  3.52566076e-01   3.46498471e-01  -8.12965472e-02   3.02434500e-01
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 [  5.32221988e-02   1.20550547e-01   2.56042463e-01   2.52670607e-01
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   -1.86145315e-01   1.07054416e-01]
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   -1.06517418e-02  -7.92592580e-02]
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   -5.21061734e-02   1.79985019e-01   7.25064512e-02   1.17622534e-01
   -2.45919139e-02   1.67905265e-01]
 [  2.22858296e-01   9.31335726e-02   2.80573846e-02   7.63253353e-02
    1.52435525e-02  -2.45245548e-02  -2.12620952e-01   1.47934541e-01
   -5.77592439e-02  -2.46001137e-02]
 [  5.20459964e-02   5.51373706e-02   1.99925785e-02   5.17284565e-02
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   -5.45144941e-01   8.20376225e-02  -2.24197947e-01   1.61715695e-01
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   -3.56876689e-02   4.68069964e-02]
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   -2.10331974e-01   2.94068562e-02]
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   -1.67988752e-01  -2.25226827e-01]
 [  7.07747934e-02  -3.00028816e-01  -1.73973734e-01  -7.72765652e-02
   -1.78645365e-01  -2.65321374e-02   1.85696677e-01  -1.61217657e-01
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 [ -1.05472721e-01   8.36013825e-03   2.69955641e-01   1.71311467e-02
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   -9.55031150e-02  -4.02544915e-02]
 [ -3.27885069e-01   5.10844389e-03   2.22845848e-02   2.86578234e-03
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   -6.11724255e-02   9.83116535e-02]
 [  1.58230202e-01  -2.12095542e-02  -2.27152567e-01  -5.26232756e-02
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    1.88037520e-02  -1.63162076e-01]
 [  2.31231761e-01  -2.10772287e-01   7.22764252e-02   6.59998470e-03
    6.27859113e-02  -4.76725273e-02   3.27803690e-02  -1.34637310e-01
    1.34023245e-01  -1.46990412e-01]
 [ -9.75068931e-02  -8.48234811e-02   1.24054563e-01   1.17837161e-01
    2.14158610e-02  -1.17998067e-01   2.35753246e-01  -7.82091964e-02
    1.85788978e-01   8.02482943e-03]
 [ -6.46454808e-02  -2.48461883e-01   1.71823980e-01  -3.54021249e-01
   -2.84449189e-01   1.46140769e-01   1.57157524e-01  -1.27324674e-01
   -4.05451005e-02   1.52285474e-01]]
[[ 0.61595874]
 [ 1.79772917]
 [ 0.22021048]
 [ 0.89073471]
 [-2.80300501]
 [-0.29383082]
 [-1.83792204]
 [ 0.06486126]
 [ 0.68980862]
 [ 0.87733883]]
Progress: 56.1% ... Training loss: 0.259 ... Validation loss: 0.447[[  1.81835004e-01   3.32622538e-01  -9.73293765e-02   1.25602875e-01
   -4.16979802e-01  -7.54216582e-02  -1.22841926e-01   1.20237817e-01
   -3.47403032e-02   2.37046873e-01]
 [  1.27636712e-02   1.29771254e-01  -1.95472959e-02   4.76847079e-02
    7.60316271e-02  -6.89619230e-03   3.30997731e-01   4.08290943e-02
    1.43928518e-01  -2.65004600e-02]
 [  2.24858384e-01   7.69937010e-01   1.63692081e-02  -3.28639707e-02
    8.38980603e-01  -3.02192864e-02  -1.01914928e+00  -4.06718923e-02
    8.16432765e-02   3.19831787e-01]
 [  6.66254439e-02  -4.48086593e-01  -1.84668016e-01   2.50284304e-01
   -6.74405925e-02   1.18328397e-01   2.53533287e-01   6.63520775e-02
    1.54083001e-01   3.36326405e-01]
 [ -4.22048310e-02   3.98798078e-02  -1.50855265e-01   3.48872344e-02
   -7.19563384e-02  -1.76917525e-01   1.47749743e-01  -1.16940392e-01
   -1.98695414e-01  -6.52624382e-02]
 [ -4.11147950e-01  -6.91418240e-01  -3.08284359e-01   1.27611101e-01
   -2.69466712e-01   4.77509627e-02   4.06138434e-01  -4.21399662e-02
   -5.14943739e-02  -5.90563443e-02]
 [  1.33582963e-03  -2.79620888e-01   1.15456343e-02   9.74025867e-02
   -6.32183528e-02  -7.41281006e-02   1.71009657e-01  -1.91679955e-01
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   -7.75167995e-02  -4.67214344e-02   8.60158900e-02   1.15396703e-01
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 [ -1.78212021e-01  -2.09436770e-01  -3.02167135e-01  -2.01468191e-02
   -1.18608036e-01   6.76751092e-02  -6.66280022e-02  -3.01432431e-02
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   -2.47002163e-02   3.95285704e-02]
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   -1.79225939e-01   5.83611836e-03   2.39448464e-01  -1.01927562e-01
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   -1.61658659e-01  -2.02008462e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91797795e-01  -3.50721166e-01   9.18676354e-02   2.05260371e-01
   -1.78325856e-01  -6.06372514e-02   1.14189920e-01  -2.62289249e-01
   -2.86726308e-01  -1.05261871e-01]
 [  8.44735625e-02  -2.34263948e-01  -2.89405854e-02   9.32162134e-02
   -5.50458382e-02  -8.20354537e-02   2.86416371e-01   6.47225831e-04
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 [  2.92102190e-02  -1.45158812e-01  -2.13593967e-01   1.36631468e-01
   -6.82419646e-02   8.44009553e-02  -4.33857514e-03  -2.09541832e-02
   -9.59847173e-02  -1.21379830e-02]
 [ -1.13007131e-01  -8.54122045e-02  -1.98748945e-01   1.68881229e-01
   -6.73809966e-03   1.30619326e-01  -5.29409039e-03  -2.50154321e-01
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 [ -5.13731491e-02  -5.05486110e-02   2.81619366e-01   1.24262228e-01
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    9.54227709e-02   6.71398656e-02]
 [  6.19154861e-02  -1.96266574e-02   8.75191437e-02   8.55968023e-02
    6.11056822e-03  -1.62015501e-02   1.85530731e-01   1.19565667e-01
   -2.67111108e-02  -5.78437758e-02]
 [  1.40590824e-02  -1.41295849e-01  -2.92421474e-01  -4.89972771e-02
    2.92897557e-02  -9.39663791e-02   8.64538709e-02   1.62487749e-01
    1.10494114e-01  -2.93713015e-02]
 [  5.80804347e-02  -4.42341090e-02  -1.12202590e-01   6.26857910e-02
   -1.88760163e-01   3.15699144e-01   2.69453226e-01   2.04908456e-01
   -1.46444627e-01  -4.49581200e-02]
 [  6.38163382e-03  -1.78764362e-02   1.24101962e-01   1.15272913e-01
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 [  1.10452219e-01   7.43085469e-02  -4.40852591e-02  -9.83135940e-02
   -1.30330626e-01  -3.30049135e-01   1.31795388e-01   8.15411810e-03
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 [ -1.05611503e-01  -8.38908600e-02  -1.64162839e-02   2.12302351e-02
   -7.24570314e-02  -2.04846201e-01  -3.53838909e-02  -2.04680748e-02
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 [ -1.64143959e-01  -1.37289159e-01  -2.04920692e-01  -2.57913165e-02
   -3.29109538e-01   1.97645713e-03   7.14183530e-02  -2.60036932e-02
   -1.44086079e-02   3.40695658e-02]
 [ -3.15135150e-02  -1.64667302e-01  -7.53731067e-02  -1.26668360e-01
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   -1.82237298e-01  -3.81777530e-01]
 [ -1.74559477e-02  -4.76655457e-01  -3.14524523e-02  -7.34674063e-02
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    2.93954598e-02  -3.89967968e-01]
 [  1.11727781e-02  -5.35190906e-01  -4.42335118e-02  -1.06283557e-01
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   -3.64522463e-01  -2.19964675e-01]
 [ -1.76476638e-01  -6.65829255e-01  -1.15008737e-02  -2.06914777e-01
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   -7.07505307e-02   8.54837880e-02]
 [ -3.01204474e-01  -4.89995684e-01   5.47909970e-02  -4.73302699e-02
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   -8.84947039e-02  -1.34253294e-01]
 [ -2.12602609e-01  -3.67237658e-01   2.50033863e-01  -2.46302963e-01
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   -2.60611064e-01  -2.92572052e-02]
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   -2.13648288e-02  -1.31908757e-01]
 [  9.36891527e-02   2.60892682e-01   1.56926624e-01  -1.16396412e-01
   -9.58258675e-02   5.81144803e-02  -1.54174116e-01   2.80218401e-01
    5.42537729e-02   1.60060266e-01]
 [  3.53356089e-01   3.48425294e-01  -8.09792589e-02   3.03602961e-01
   -8.58554387e-01  -2.85291148e-01  -4.89246966e-01   1.76635869e-01
    3.91241306e-01  -1.98223280e-02]
 [  5.27466963e-02   1.19156539e-01   2.55877428e-01   2.52016038e-01
   -5.03412090e-02  -1.99121716e-01  -1.83008334e-01  -1.32679504e-01
   -1.33502615e-01  -2.83309773e-01]
 [  1.73845464e-02  -1.00775320e-01  -1.22483661e-01  -6.47307936e-02
    2.29517370e-01   4.17077376e-02   2.43656238e-03  -1.86074648e-01
    2.42349023e-02   1.97032022e-01]
 [  3.12653898e-03  -4.98721952e-02  -6.74698394e-02  -5.18399416e-02
   -2.26893888e-02  -1.79908943e-01   7.00948631e-02   9.80099960e-03
    3.56774055e-02   2.77836430e-03]
 [  3.07095712e-02   1.03766018e-01   2.43947015e-01   7.42944740e-02
   -2.26098967e-01  -1.37846476e-01   7.84868121e-02   3.92429929e-02
   -1.86183006e-01   1.06955478e-01]
 [  8.07090220e-02   7.58979763e-02   1.09341223e-01   1.51558349e-02
   -2.52919906e-01   6.37100937e-02   1.14575129e-02  -2.70862697e-01
   -1.10654098e-02  -7.97522158e-02]
 [ -1.00113286e-02   1.16204690e-01   8.39250611e-02  -3.57811830e-02
   -5.45681419e-02   1.79737449e-01   7.11089394e-02   1.17677913e-01
   -2.40466211e-02   1.68615789e-01]
 [  2.22888884e-01   9.32217789e-02   2.80676464e-02   7.63695499e-02
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   -5.77250139e-02  -2.45570607e-02]
 [  5.19723720e-02   5.50514086e-02   1.99692494e-02   5.16171324e-02
   -4.76774622e-01  -1.26749718e-01  -2.50400285e-01   4.16254552e-02
    1.25634950e-01   2.01345151e-01]
 [  6.66039000e-02   5.04473271e-01   1.30649658e-01   4.52837157e-01
   -1.35585102e+00  -3.04161637e-01  -5.62353007e-01  -7.03166803e-02
    3.10697310e-01   3.55466183e-01]
 [  1.81753060e-01   4.99545875e-01   6.97525495e-02   4.42122659e-01
   -1.12930415e+00  -8.35320433e-02  -4.31735683e-01   1.51564239e-01
    2.23514132e-01   4.83765415e-01]
 [  2.43579404e-01   3.31496263e-01   2.45000405e-01   1.45981116e-01
   -5.44748326e-01   8.20905831e-02  -2.23871587e-01   1.61704186e-01
    2.39098623e-01   7.65343597e-02]
 [ -7.63918283e-02   2.41870422e-01   2.39972954e-01   1.25314311e-02
   -8.02498451e-02   1.32082912e-01  -1.11576436e-01  -1.55519304e-02
   -3.54700282e-02   4.71226182e-02]
 [ -1.03292522e-01   1.09233491e-02   2.25824850e-02   8.71090005e-02
   -6.81193068e-02   1.17626653e-01   2.30185514e-01   1.93520299e-02
   -2.78811096e-01  -9.73827025e-02]
 [ -2.24488474e-01  -4.70891560e-02  -9.52092458e-02  -3.48378944e-01
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   -2.09868540e-01   2.99918935e-02]
 [  7.67299404e-03  -4.34292148e-01  -1.28900053e-01  -1.64821711e-01
    3.71894595e-01   2.59475281e-02   2.03766019e-01   1.51955903e-01
   -1.67908081e-01  -2.25137132e-01]
 [  7.02741064e-02  -3.01593764e-01  -1.74123967e-01  -7.79325098e-02
   -1.77011830e-01  -2.63166926e-02   1.87810932e-01  -1.61267069e-01
    7.64704728e-02  -2.19540955e-01]
 [ -1.05434741e-01   8.30129934e-03   2.69990790e-01   1.71977232e-02
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   -9.54350802e-02  -4.01752543e-02]
 [ -3.28319278e-01   3.84763712e-03   2.21550861e-02   2.33902582e-03
    1.29543536e-01  -1.85079926e-01   2.04011688e-03   2.35430859e-01
   -6.16151055e-02   9.78007515e-02]
 [  1.58912748e-01  -2.05260020e-02  -2.26905294e-01  -5.15930911e-02
    8.38392134e-02  -3.07914977e-01   7.73426503e-02  -1.64963564e-01
    1.94887697e-02  -1.62171305e-01]
 [  2.31133586e-01  -2.11170862e-01   7.22197056e-02   6.34025873e-03
    6.29728267e-02  -4.75752959e-02   3.23175404e-02  -1.34656530e-01
    1.33825986e-01  -1.47224403e-01]
 [ -9.70845853e-02  -8.35108052e-02   1.24200779e-01   1.18389703e-01
    2.03533443e-02  -1.18168470e-01   2.34125616e-01  -7.81686279e-02
    1.86262877e-01   8.58126968e-03]
 [ -6.42048103e-02  -2.47718610e-01   1.71936914e-01  -3.53553296e-01
   -2.88074889e-01   1.45947069e-01   1.56172154e-01  -1.27280331e-01
   -4.00377382e-02   1.52842951e-01]]
[[ 0.61732895]
 [ 1.79801324]
 [ 0.22141304]
 [ 0.89321323]
 [-2.80456166]
 [-0.29255179]
 [-1.83381157]
 [ 0.06641715]
 [ 0.69095059]
 [ 0.87926426]]
Progress: 56.2% ... Training loss: 0.258 ... Validation loss: 0.445[[  1.82476440e-01   3.33082984e-01  -9.70994484e-02   1.26340488e-01
   -4.15751573e-01  -7.56478445e-02  -1.24015630e-01   1.20288219e-01
   -3.41220758e-02   2.38010044e-01]
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 [ -9.66059470e-02  -8.28431294e-02   1.24386129e-01   1.19114921e-01
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 [ -6.39998970e-02  -2.46980027e-01   1.72013193e-01  -3.53446366e-01
   -2.91108594e-01   1.45859857e-01   1.55062087e-01  -1.27271365e-01
   -3.98574963e-02   1.53051445e-01]]
[[ 0.62311607]
 [ 1.80135017]
 [ 0.22691946]
 [ 0.90108995]
 [-2.79968848]
 [-0.28761593]
 [-1.82319866]
 [ 0.07159521]
 [ 0.69777801]
 [ 0.88393174]]
Progress: 56.2% ... Training loss: 0.259 ... Validation loss: 0.445[[  1.83397714e-01   3.37225658e-01  -9.67029301e-02   1.27715338e-01
   -4.21082201e-01  -7.61433768e-02  -1.28027638e-01   1.20407928e-01
   -3.29732507e-02   2.39080059e-01]
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    1.43005002e-01  -2.77506034e-02]
 [  2.25454039e-01   7.72457359e-01   1.66236719e-02  -3.21257971e-02
    8.35316341e-01  -3.04342687e-02  -1.02163781e+00  -4.05893229e-02
    8.24517358e-02   3.20553500e-01]
 [  6.72366073e-02  -4.46821960e-01  -1.84440121e-01   2.51796829e-01
   -6.69205589e-02   1.17905882e-01   2.52192383e-01   6.64757680e-02
    1.54790920e-01   3.37545921e-01]
 [ -3.92156618e-02   4.74878548e-02  -1.49731267e-01   3.91877700e-02
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   -1.95207763e-01  -6.08886506e-02]
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   -5.11095944e-02  -5.86748619e-02]
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   -1.61480557e-01  -2.01750776e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.86243632e-01  -1.04707523e-01]
 [  8.48780414e-02  -2.33575674e-01  -2.87812443e-02   9.38324796e-02
   -5.61853336e-02  -8.22469184e-02   2.85590927e-01   6.90417764e-04
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   -9.50602902e-02  -1.11054222e-02]
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   -2.51577296e-02  -5.58679882e-02]
 [  1.48074356e-02  -1.39292008e-01  -2.92103019e-01  -4.78033606e-02
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   -9.48846725e-02  -3.96180433e-02]
 [ -3.28899619e-01   1.79269076e-03   2.19459057e-02   1.43504658e-03
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 [ -9.67516485e-02  -8.35666069e-02   1.24367338e-01   1.18999553e-01
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    1.86782718e-01   9.12700323e-03]
 [ -6.31054507e-02  -2.44013268e-01   1.72318817e-01  -3.52282513e-01
   -2.98221848e-01   1.45423226e-01   1.52304985e-01  -1.27171436e-01
   -3.88648921e-02   1.53987260e-01]]
[[ 0.62560425]
 [ 1.80327219]
 [ 0.2263765 ]
 [ 0.90063799]
 [-2.79966395]
 [-0.28722686]
 [-1.82600118]
 [ 0.07158526]
 [ 0.69746138]
 [ 0.88573838]]
Progress: 56.3% ... Training loss: 0.260 ... Validation loss: 0.443[[  1.79538442e-01   3.29218523e-01  -9.81308857e-02   1.21892260e-01
   -4.05760857e-01  -7.41852380e-02  -1.20135317e-01   1.19935915e-01
   -3.74732494e-02   2.33873084e-01]
 [  1.20628228e-02   1.27375796e-01  -1.97943417e-02   4.67196152e-02
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 [  2.24769683e-01   7.71012024e-01   1.62096518e-02  -3.39629871e-02
    8.41876412e-01  -2.98717695e-02  -1.02084645e+00  -4.07204935e-02
    8.14617537e-02   3.19837424e-01]
 [  6.51565917e-02  -4.52205205e-01  -1.85197572e-01   2.49327732e-01
   -6.09477222e-02   1.18806289e-01   2.57485189e-01   6.62540733e-02
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 [ -3.40152720e-02   6.06270060e-02  -1.47754911e-01   4.71100427e-02
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   -1.89139354e-01  -5.32780094e-02]
 [ -4.11235516e-01  -6.91523427e-01  -3.08285128e-01   1.27602433e-01
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   -5.16304887e-02  -5.93616697e-02]
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   -1.62072686e-01  -2.02492794e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -9.61414133e-02  -1.24562659e-02]
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   -2.53345300e-02  -5.59452820e-02]
 [  1.42890096e-02  -1.40289063e-01  -2.92305939e-01  -4.85934478e-02
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   -1.82626084e-01  -3.82334969e-01]
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 [  1.13835560e-02  -5.35513832e-01  -4.41703447e-02  -1.06020799e-01
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   -3.64309618e-01  -2.19726855e-01]
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   -7.08723855e-02   8.54805260e-02]
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   -8.80719496e-02  -1.33739523e-01]
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   -2.60999301e-01  -2.97543598e-02]
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 [  3.55034445e-01   3.52232600e-01  -8.03514859e-02   3.06197633e-01
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 [  5.21738537e-02   1.17342124e-01   2.55667165e-01   2.51171520e-01
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   -1.86076260e-01   1.07131975e-01]
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   -2.54734345e-01   6.34394002e-02   9.96314696e-03  -2.70794223e-01
   -1.03971255e-02  -7.89698395e-02]
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   -6.37668388e-02   1.78795990e-01   6.55914465e-02   1.17892051e-01
   -2.18066150e-02   1.71347227e-01]
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   -5.73852636e-02  -2.41138865e-02]
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 [  6.95059240e-02  -3.01882555e-01  -1.74362079e-01  -7.89645452e-02
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   -9.51817383e-02  -4.00266345e-02]
 [ -3.29884195e-01  -5.67305781e-04   2.15808975e-02  -1.54996735e-05
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   -6.34345094e-02   9.55903985e-02]
 [  1.59830001e-01  -1.91159849e-02  -2.26671645e-01  -5.03946045e-02
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    1.33895766e-01  -1.47152322e-01]
 [ -9.75705388e-02  -8.55259792e-02   1.24036308e-01   1.17812826e-01
    2.27049582e-02  -1.17938630e-01   2.36064182e-01  -7.82216116e-02
    1.85940913e-01   8.10329325e-03]
 [ -6.29281178e-02  -2.43442743e-01   1.72396355e-01  -3.52181275e-01
   -2.99824308e-01   1.45360708e-01   1.51845579e-01  -1.27166651e-01
   -3.87292973e-02   1.54448090e-01]]
[[ 0.61565297]
 [ 1.79711318]
 [ 0.21768739]
 [ 0.89093819]
 [-2.80663385]
 [-0.29683869]
 [-1.83407892]
 [ 0.05997182]
 [ 0.68695179]
 [ 0.8743084 ]]
Progress: 56.4% ... Training loss: 0.257 ... Validation loss: 0.441[[  1.77241962e-01   3.23235807e-01  -9.89918686e-02   1.18367056e-01
   -3.94499576e-01  -7.30123271e-02  -1.13803462e-01   1.19688927e-01
   -4.02032250e-02   2.30624099e-01]
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 [  2.21290287e-01   7.61264627e-01   1.48349800e-02  -3.98498146e-02
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    7.71186684e-02   3.14501976e-01]
 [  6.42625790e-02  -4.55884493e-01  -1.85470427e-01   2.48444274e-01
   -5.70725173e-02   1.19275211e-01   2.62004524e-01   6.61848900e-02
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 [ -3.19760337e-02   6.64666127e-02  -1.47008516e-01   5.03315543e-02
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   -1.86641005e-01  -5.01908755e-02]
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   -5.15877029e-02  -5.92578348e-02]
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   -6.15457761e-02  -4.48223575e-02   9.52185717e-02   1.14986288e-01
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   -1.62765343e-01  -2.03354792e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.86308165e-01  -1.04753354e-01]
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   -5.66157832e-02  -8.23923546e-02   2.85103496e-01   7.28991439e-04
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 [  2.87175109e-02  -1.46569672e-01  -2.13777994e-01   1.35879491e-01
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   -9.65549634e-02  -1.29743813e-02]
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 [  6.15825517e-02  -1.94494259e-02   8.73799497e-02   8.47399160e-02
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   -2.71758303e-02  -5.82167134e-02]
 [  1.39979528e-02  -1.41458891e-01  -2.92431260e-01  -4.91193121e-02
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 [  5.64936703e-02  -4.86830437e-02  -1.12839794e-01   6.00070958e-02
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   -1.48452356e-01  -4.75400094e-02]
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   -7.32915243e-02  -2.04729611e-01  -3.43644714e-02  -2.04970070e-02
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   -1.50333140e-02   3.35343583e-02]
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   -1.82657301e-01  -3.82351303e-01]
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 [  1.13835560e-02  -5.35513832e-01  -4.41703447e-02  -1.06020799e-01
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   -3.64309618e-01  -2.19726855e-01]
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   -7.07020014e-02   8.57353096e-02]
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   -8.84780169e-02  -1.34252903e-01]
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   -2.60871687e-01  -2.96012174e-02]
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   -2.17475748e-02  -1.32428755e-01]
 [  9.25905838e-02   2.57674333e-01   1.56513952e-01  -1.18095432e-01
   -9.06775214e-02   5.86698623e-02  -1.51013747e-01   2.80095345e-01
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 [  3.54432690e-01   3.50976878e-01  -8.05678821e-02   3.05318662e-01
   -8.61466697e-01  -2.85780159e-01  -4.91877212e-01   1.76767929e-01
    3.92463929e-01  -1.80814276e-02]
 [  5.21457462e-02   1.17227707e-01   2.55653357e-01   2.51113695e-01
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   -1.34191180e-01  -2.84253958e-01]
 [  1.79935045e-02  -9.91355337e-02  -1.22288857e-01  -6.39904863e-02
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 [  2.86617771e-03  -5.09806717e-02  -6.75952996e-02  -5.23372817e-02
   -2.19354694e-02  -1.79781127e-01   7.09853894e-02   9.77672142e-03
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 [  3.09450280e-02   1.04668716e-01   2.44014102e-01   7.45641214e-02
   -2.26546954e-01  -1.37949380e-01   7.75374001e-02   3.92539771e-02
   -1.86000959e-01   1.07273584e-01]
 [  8.14064275e-02   7.74433078e-02   1.09537403e-01   1.59311615e-02
   -2.55230323e-01   6.34450698e-02   9.08288244e-03  -2.70800139e-01
   -1.03933843e-02  -7.89720756e-02]
 [ -8.02289369e-03   1.21800953e-01   8.47367786e-02  -3.28768093e-02
   -6.34460476e-02   1.78738827e-01   6.53950037e-02   1.17903531e-01
   -2.16961759e-02   1.71546650e-01]
 [  2.22946064e-01   9.32372032e-02   2.80855824e-02   7.64749887e-02
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   -5.76487118e-02  -2.44032698e-02]
 [  5.12150451e-02   5.34086800e-02   1.96832497e-02   5.04583143e-02
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 [  6.63064000e-02   5.03653484e-01   1.30526403e-01   4.52339127e-01
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 [  2.42506352e-01   3.29065159e-01   2.44576621e-01   1.44303747e-01
   -5.41553759e-01   8.26374219e-02  -2.21320957e-01   1.61574930e-01
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 [ -7.72217151e-02   2.40217617e-01   2.39703298e-01   1.14234066e-02
   -7.74491484e-02   1.32469506e-01  -1.09795054e-01  -1.56434465e-02
   -3.63910119e-02   4.59837305e-02]
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   -2.79244990e-01  -9.78717584e-02]
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   -2.10813967e-01   2.88595903e-02]
 [  7.47514633e-03  -4.34812464e-01  -1.28944925e-01  -1.65056331e-01
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   -1.68103522e-01  -2.25411996e-01]
 [  7.01948118e-02  -3.00406106e-01  -1.74113964e-01  -7.79539820e-02
   -1.81357779e-01  -2.61888789e-02   1.86873307e-01  -1.61297684e-01
    7.64052308e-02  -2.19524163e-01]
 [ -1.05415025e-01   7.09388244e-03   2.70046344e-01   1.71578516e-02
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   -9.53189489e-02  -4.01989155e-02]
 [ -3.30816953e-01  -3.10936428e-03   2.12506034e-02  -1.33047479e-03
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   -6.44723488e-02   9.43655886e-02]
 [  1.58675200e-01  -2.19297674e-02  -2.27106578e-01  -5.22414632e-02
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    1.89413005e-02  -1.62693118e-01]
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    1.32319948e-01  -1.49135858e-01]
 [ -9.77494143e-02  -8.57808652e-02   1.23982616e-01   1.17738681e-01
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    1.85794470e-01   7.88168391e-03]
 [ -6.37160454e-02  -2.44870388e-01   1.72100216e-01  -3.53358215e-01
   -2.98826168e-01   1.45742634e-01   1.53827064e-01  -1.27248619e-01
   -3.95408939e-02   1.53465429e-01]]
[[ 0.59894999]
 [ 1.78181138]
 [ 0.20350762]
 [ 0.87728704]
 [-2.8220949 ]
 [-0.30923263]
 [-1.84331146]
 [ 0.04524461]
 [ 0.67027024]
 [ 0.8576318 ]]
Progress: 56.4% ... Training loss: 0.270 ... Validation loss: 0.457[[  1.80678567e-01   3.31080713e-01  -9.77300137e-02   1.23739664e-01
   -4.06847397e-01  -7.47149339e-02  -1.23185115e-01   1.19958627e-01
   -3.61140181e-02   2.35892269e-01]
 [  1.20502890e-02   1.27389818e-01  -1.97644917e-02   4.68083828e-02
    7.80223140e-02  -6.63577573e-03   3.34121273e-01   4.07542349e-02
    1.43411502e-01  -2.72858018e-02]
 [  2.22868864e-01   7.66290286e-01   1.53833787e-02  -3.75715851e-02
    8.47976065e-01  -2.87661143e-02  -1.01918048e+00  -4.09969082e-02
    7.91657971e-02   3.16808538e-01]
 [  6.14985669e-02  -4.64468400e-01  -1.86435459e-01   2.44403852e-01
   -4.91699589e-02   1.20439108e-01   2.68950353e-01   6.60046943e-02
    1.48635624e-01   3.30100969e-01]
 [ -3.10734594e-02   7.05024393e-02  -1.46639948e-01   5.22862909e-02
   -1.22829483e-01  -1.82045748e-01   1.18162463e-01  -1.15742666e-01
   -1.85405720e-01  -4.88040862e-02]
 [ -4.09791052e-01  -6.89062853e-01  -3.07771516e-01   1.29726864e-01
   -2.74698179e-01   4.69853348e-02   4.04151227e-01  -4.20317512e-02
   -4.99559292e-02  -5.70725630e-02]
 [  4.50399710e-03  -2.72721752e-01   1.27087203e-02   1.02241806e-01
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 [  1.04366897e-01  -3.35362392e-01   2.76600210e-02  -8.33785376e-02
   -6.76035978e-02  -4.55266923e-02   9.05959616e-02   1.15092649e-01
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 [ -1.78243658e-01  -2.11454408e-01  -3.02212926e-01  -2.01152755e-02
   -1.19442268e-01   6.75812553e-02  -6.52598136e-02  -3.01732208e-02
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 [  1.95385429e-02  -4.81393034e-01   6.62506528e-02  -5.64617370e-02
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   -2.00671563e-02   4.56389698e-02]
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   -1.63079056e-01  -2.03751420e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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 [ -2.91026936e-01  -3.48662292e-01   9.22510571e-02   2.06812831e-01
   -1.80038458e-01  -6.11182092e-02   1.12737048e-01  -2.62203799e-01
   -2.85698466e-01  -1.03949458e-01]
 [  8.53106309e-02  -2.32499743e-01  -2.86250939e-02   9.44338485e-02
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 [  2.95396554e-02  -1.45388946e-01  -2.13540029e-01   1.36909813e-01
   -6.95497689e-02   8.42251338e-02  -4.88543575e-03  -2.09482343e-02
   -9.56984623e-02  -1.18238978e-02]
 [ -1.11125738e-01  -8.01302175e-02  -1.98029128e-01   1.71905231e-01
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 [ -5.24611311e-02  -5.45647645e-02   2.81230530e-01   1.22679000e-01
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 [  6.35904223e-02  -1.48756745e-02   8.80798358e-02   8.77969892e-02
   -2.69719664e-03  -1.69122082e-02   1.79399566e-01   1.19695761e-01
   -2.47935925e-02  -5.52454418e-02]
 [  1.39437531e-02  -1.41477491e-01  -2.92442540e-01  -4.91682239e-02
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 [  5.73822349e-02  -4.65628926e-02  -1.12497737e-01   6.14522151e-02
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   -1.82678456e-01  -3.82377595e-01]
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 [  1.18035987e-02  -5.34861771e-01  -4.40246559e-02  -1.05383891e-01
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   -7.07755467e-02   8.56665481e-02]
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   -8.76803492e-02  -1.33242985e-01]
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 [  9.37345993e-02   2.60311825e-01   1.56893971e-01  -1.16375053e-01
   -9.42563374e-02   5.80712546e-02  -1.53578361e-01   2.80185015e-01
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 [  3.54551120e-01   3.50068682e-01  -8.05783157e-02   3.05166565e-01
   -8.59763802e-01  -2.85816037e-01  -4.92278746e-01   1.76770423e-01
    3.92447571e-01  -1.79431884e-02]
 [  5.22262099e-02   1.17412421e-01   2.55683217e-01   2.51226050e-01
   -4.76058627e-02  -1.98872000e-01  -1.81486544e-01  -1.32745023e-01
   -1.34091085e-01  -2.84107550e-01]
 [  1.82851898e-02  -9.82435810e-02  -1.22168498e-01  -6.35327983e-02
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 [  2.75197221e-03  -5.13340813e-02  -6.76334338e-02  -5.25098900e-02
   -2.13858806e-02  -1.79723945e-01   7.13458397e-02   9.76770347e-03
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 [  3.16350243e-02   1.06762647e-01   2.44243861e-01   7.55711658e-02
   -2.29050925e-01  -1.38271316e-01   7.53101572e-02   3.92998760e-02
   -1.85271814e-01   1.08189285e-01]
 [  8.11255338e-02   7.65952329e-02   1.09444315e-01   1.55120145e-02
   -2.53807647e-01   6.35917522e-02   9.96574719e-03  -2.70819313e-01
   -1.06917137e-02  -7.93849523e-02]
 [ -7.93830676e-03   1.22071531e-01   8.47620929e-02  -3.27659237e-02
   -6.39573534e-02   1.78694422e-01   6.50351946e-02   1.17908903e-01
   -2.16210111e-02   1.71650087e-01]
 [  2.24167195e-01   9.66848532e-02   2.85131076e-02   7.83371464e-02
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   -5.62237207e-02  -2.26125357e-02]
 [  5.11751125e-02   5.32933615e-02   1.96686960e-02   5.03949355e-02
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 [  6.67133578e-02   5.05200188e-01   1.30730142e-01   4.53239672e-01
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 [  2.43505184e-01   3.31770559e-01   2.44941162e-01   1.45905462e-01
   -5.46434684e-01   8.21343340e-02  -2.24197784e-01   1.61655075e-01
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 [ -7.73883176e-02   2.39633862e-01   2.39648223e-01   1.11845524e-02
   -7.67242881e-02   1.32552834e-01  -1.09230314e-01  -1.56547425e-02
   -3.65695798e-02   4.57595979e-02]
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   -2.79220670e-01  -9.78507654e-02]
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   -2.10441580e-01   2.93051168e-02]
 [  7.33366924e-03  -4.35205806e-01  -1.28986070e-01  -1.65242550e-01
    3.72999201e-01   2.60799547e-02   2.04622543e-01   1.51928589e-01
   -1.68242059e-01  -2.25595097e-01]
 [  7.15675554e-02  -2.96489823e-01  -1.73588103e-01  -7.56118802e-02
   -1.89732640e-01  -2.69018012e-02   1.82769861e-01  -1.61191027e-01
    7.80002213e-02  -2.17524421e-01]
 [ -1.04036358e-01   9.89766275e-03   2.70540214e-01   1.92910731e-02
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   -9.37548309e-02  -3.82873435e-02]
 [ -3.30419277e-01  -2.73153294e-03   2.14178998e-02  -5.83850357e-04
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   -6.39009306e-02   9.51278696e-02]
 [  1.61168626e-01  -1.57851178e-02  -2.26197680e-01  -4.82718639e-02
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    2.19568329e-02  -1.58913293e-01]
 [  2.30566552e-01  -2.15365804e-01   7.19397783e-02   5.26258137e-03
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    1.33099523e-01  -1.48188722e-01]
 [ -9.67468640e-02  -8.37470424e-02   1.24337868e-01   1.19173985e-01
    2.11608083e-02  -1.18370494e-01   2.33903494e-01  -7.81615916e-02
    1.86835905e-01   9.36483986e-03]
 [ -6.46794430e-02  -2.46931157e-01   1.71735592e-01  -3.54957136e-01
   -2.95917394e-01   1.46322059e-01   1.55746096e-01  -1.27335681e-01
   -4.06735223e-02   1.52165137e-01]]
[[ 0.62359947]
 [ 1.80226298]
 [ 0.22583355]
 [ 0.90175847]
 [-2.80366149]
 [-0.29013397]
 [-1.81860963]
 [ 0.06634116]
 [ 0.69393426]
 [ 0.88002667]]
Progress: 56.5% ... Training loss: 0.259 ... Validation loss: 0.438[[  1.80652190e-01   3.30376227e-01  -9.77492574e-02   1.23501134e-01
   -4.03469681e-01  -7.46679228e-02  -1.22781269e-01   1.19958194e-01
   -3.62940157e-02   2.35796732e-01]
 [  1.21936162e-02   1.27899803e-01  -1.97117335e-02   4.70170455e-02
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    1.43556952e-01  -2.70852108e-02]
 [  2.21002690e-01   7.63291883e-01   1.47329270e-02  -4.00800925e-02
    8.55178296e-01  -2.78383516e-02  -1.01650440e+00  -4.11925284e-02
    7.68793270e-02   3.14105302e-01]
 [  6.40252637e-02  -4.58936230e-01  -1.85407714e-01   2.48594892e-01
   -5.82309136e-02   1.19049974e-01   2.64397022e-01   6.63090820e-02
    1.51854205e-01   3.34332929e-01]
 [ -3.16464847e-02   6.95312274e-02  -1.46867367e-01   5.14100878e-02
   -1.21608241e-01  -1.81795171e-01   1.18033427e-01  -1.15783619e-01
   -1.85978703e-01  -4.94461599e-02]
 [ -4.09267865e-01  -6.88578867e-01  -3.07620324e-01   1.30231322e-01
   -2.75294434e-01   4.67579184e-02   4.03081342e-01  -4.19807641e-02
   -4.93942469e-02  -5.64528900e-02]
 [  3.18802996e-03  -2.75901629e-01   1.22304515e-02   1.00317157e-01
   -7.43724404e-02  -7.48405162e-02   1.65073009e-01  -1.91586128e-01
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 [  1.02873813e-01  -3.38743804e-01   2.71075010e-02  -8.56159937e-02
   -6.13616529e-02  -4.48311349e-02   9.35849581e-02   1.14929008e-01
    7.30371052e-02  -2.88466838e-02]
 [ -1.77154502e-01  -2.09266979e-01  -3.01835180e-01  -1.85922190e-02
   -1.23604820e-01   6.71444757e-02  -6.72424939e-02  -3.00637674e-02
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 [  1.86095037e-02  -4.84847406e-01   6.58437758e-02  -5.82924682e-02
   -3.39406849e-01  -9.96018698e-02   2.21685316e-01  -1.15859324e-01
   -2.13363006e-02   4.39956078e-02]
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   -1.63348163e-01  -2.04163497e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91168618e-01  -3.48987946e-01   9.21867742e-02   2.06532365e-01
   -1.79577909e-01  -6.10416445e-02   1.13109847e-01  -2.62221074e-01
   -2.85861840e-01  -1.04144688e-01]
 [  8.51519880e-02  -2.33441823e-01  -2.86994334e-02   9.40441148e-02
   -5.59009019e-02  -8.23785198e-02   2.85719358e-01   7.18803378e-04
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 [  3.00987090e-02  -1.44329432e-01  -2.13347456e-01   1.37695862e-01
   -7.10629622e-02   8.39617434e-02  -6.42972585e-03  -2.08886636e-02
   -9.50852190e-02  -1.11529975e-02]
 [ -1.11799099e-01  -8.16690727e-02  -1.98280023e-01   1.70896994e-01
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 [ -5.31208027e-02  -5.63094615e-02   2.80997219e-01   1.21758319e-01
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    9.36649590e-02   6.51023832e-02]
 [  6.41463234e-02  -1.31553998e-02   8.83008510e-02   8.86651641e-02
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   -2.41435106e-02  -5.44365081e-02]
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 [ -9.67989431e-02  -8.40468239e-02   1.24316593e-01   1.19081959e-01
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    1.86681472e-01   9.28401922e-03]
 [ -6.49064967e-02  -2.47345019e-01   1.71639979e-01  -3.55311250e-01
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   -4.08252842e-02   1.51859679e-01]]
[[ 0.61881057]
 [ 1.7965949 ]
 [ 0.21940289]
 [ 0.89822594]
 [-2.81119449]
 [-0.29424373]
 [-1.82110896]
 [ 0.06184484]
 [ 0.69060825]
 [ 0.87623634]]
Progress: 56.5% ... Training loss: 0.257 ... Validation loss: 0.440[[  1.81639620e-01   3.31393709e-01  -9.73994500e-02   1.24832102e-01
   -4.04909979e-01  -7.49530229e-02  -1.23164046e-01   1.20048563e-01
   -3.51532439e-02   2.37610431e-01]
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 [  2.20788226e-01   7.63010254e-01   1.46403122e-02  -4.04698237e-02
    8.52575151e-01  -2.75023597e-02  -1.01539551e+00  -4.12148383e-02
    7.66545659e-02   3.14132849e-01]
 [  6.01558284e-02  -4.68498346e-01  -1.86820841e-01   2.42829051e-01
   -4.08114197e-02   1.20818174e-01   2.73585648e-01   6.59030791e-02
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 [ -3.01010105e-02   7.61989144e-02  -1.46277075e-01   5.38286321e-02
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   -4.79038251e-02  -5.45679919e-02]
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   -1.63872250e-01  -2.04827910e-01]
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   -8.81180427e-02  -1.33754790e-01]
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   -1.84720932e-01   1.08850981e-01]
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   -2.52808972e-01   6.36498089e-02   1.02389441e-02  -2.70831209e-01
   -1.08286414e-02  -7.96216502e-02]
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   -2.13618829e-02   1.72029198e-01]
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   -5.69833054e-02  -2.36273731e-02]
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   -9.34306769e-02  -3.77525597e-02]
 [ -3.29783886e-01  -3.29445483e-03   2.16089501e-02   1.63177456e-04
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 [  1.61673750e-01  -1.45682624e-02  -2.25984638e-01  -4.73780096e-02
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 [ -9.63335459e-02  -8.33132776e-02   1.24491733e-01   1.19799543e-01
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    1.87243327e-01   9.98868138e-03]
 [ -6.60432188e-02  -2.49674728e-01   1.71237711e-01  -3.57004664e-01
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   -4.20048190e-02   1.50375978e-01]]
[[ 0.62291932]
 [ 1.80310649]
 [ 0.2242843 ]
 [ 0.9034293 ]
 [-2.80721845]
 [-0.29222471]
 [-1.8152794 ]
 [ 0.06780639]
 [ 0.69487705]
 [ 0.878768  ]]
Progress: 56.5% ... Training loss: 0.260 ... Validation loss: 0.438[[  1.81582813e-01   3.31462330e-01  -9.73527228e-02   1.24787270e-01
   -4.06493640e-01  -7.50287788e-02  -1.22762898e-01   1.20083298e-01
   -3.52584433e-02   2.37780787e-01]
 [  1.19198300e-02   1.27275390e-01  -1.98089373e-02   4.66529231e-02
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 [  2.20518863e-01   7.62568271e-01   1.45222399e-02  -4.07576406e-02
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    7.61752723e-02   3.13888273e-01]
 [  6.21024988e-02  -4.62660539e-01  -1.86074979e-01   2.45553980e-01
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   -1.91631672e-01  -5.69155838e-02]
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   -4.74647137e-02  -5.41753777e-02]
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   -1.64171518e-01  -2.05021034e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -9.47945071e-02  -1.09398870e-02]
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   -2.46151907e-02  -5.50014327e-02]
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 [  5.58610939e-02  -5.07022899e-02  -1.13111178e-01   5.90227685e-02
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 [  1.12525134e-02  -5.36453368e-01  -4.42335814e-02  -1.06243756e-01
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[[ 0.62277572]
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 [-2.81159436]
 [-0.29204294]
 [-1.82020101]
 [ 0.06793884]
 [ 0.69707918]
 [ 0.87823186]]
Progress: 56.6% ... Training loss: 0.257 ... Validation loss: 0.440[[  1.82397413e-01   3.34980504e-01  -9.70313291e-02   1.26102255e-01
   -4.08242469e-01  -7.53995593e-02  -1.25171553e-01   1.20176586e-01
   -3.45746358e-02   2.38840016e-01]
 [  1.16292080e-02   1.26655153e-01  -1.99103052e-02   4.62009173e-02
    7.88924259e-02  -6.42383880e-03   3.34636689e-01   4.07081036e-02
    1.42862207e-01  -2.78270737e-02]
 [  2.21021663e-01   7.64152910e-01   1.47719838e-02  -3.98356144e-02
    8.54041480e-01  -2.77423868e-02  -1.01381608e+00  -4.11338257e-02
    7.66275907e-02   3.14370481e-01]
 [  6.14779947e-02  -4.64883367e-01  -1.86184525e-01   2.44820492e-01
   -4.54686905e-02   1.20317909e-01   2.70412046e-01   6.60177088e-02
    1.48713859e-01   3.31098817e-01]
 [ -3.72090449e-02   5.84269344e-02  -1.48781621e-01   4.36819673e-02
   -1.08001611e-01  -1.79373992e-01   1.26771400e-01  -1.16270198e-01
   -1.91494930e-01  -5.68308767e-02]
 [ -4.06467496e-01  -6.82946861e-01  -3.06656403e-01   1.34288808e-01
   -2.86961439e-01   4.54315479e-02   3.96359753e-01  -4.16898632e-02
   -4.63845960e-02  -5.27458816e-02]
 [  2.07300683e-04  -2.83295569e-01   1.12528521e-02   9.59728434e-02
   -6.32713349e-02  -7.35873875e-02   1.72283078e-01  -1.91844530e-01
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 [  1.03920619e-01  -3.37865089e-01   2.74798346e-02  -8.38595276e-02
   -6.91475433e-02  -4.52008842e-02   9.42670177e-02   1.15040235e-01
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 [ -1.76791218e-01  -2.07211175e-01  -3.01652788e-01  -1.80166265e-02
   -1.25839769e-01   6.69571004e-02  -6.77690540e-02  -3.00134100e-02
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 [  1.85875446e-02  -4.84574159e-01   6.58772091e-02  -5.81986270e-02
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   -2.13237534e-02   4.42324325e-02]
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   -1.63731117e-01  -2.04491876e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91224626e-01  -3.49171253e-01   9.21596142e-02   2.06413736e-01
   -1.80077753e-01  -6.10265765e-02   1.13090973e-01  -2.62230771e-01
   -2.86035028e-01  -1.04179655e-01]
 [  8.61064989e-02  -2.32613966e-01  -2.83673847e-02   9.54692604e-02
   -5.92640492e-02  -8.28497362e-02   2.84446753e-01   8.15443322e-04
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 [  3.15980408e-02  -1.40851924e-01  -2.12820293e-01   1.39907571e-01
   -7.78183025e-02   8.31925413e-02  -1.09193877e-02  -2.07118463e-02
   -9.32825232e-02  -9.17163990e-03]
 [ -1.13644299e-01  -8.61639408e-02  -1.98921709e-01   1.68335271e-01
   -5.72569480e-03   1.30977043e-01  -5.32912911e-03  -2.50262656e-01
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 [ -5.28384753e-02  -5.52187462e-02   2.81186352e-01   1.22095563e-01
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    9.40262472e-02   6.58372379e-02]
 [  6.38110545e-02  -1.44229907e-02   8.81313324e-02   8.80928795e-02
   -4.65947577e-03  -1.70241687e-02   1.79227304e-01   1.19725284e-01
   -2.45704144e-02  -5.49395750e-02]
 [  1.54727391e-02  -1.37772970e-01  -2.91819354e-01  -4.64703306e-02
    1.95960387e-02  -9.45961885e-02   8.41332818e-02   1.62674036e-01
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 [  5.57196715e-02  -5.15097178e-02  -1.13166726e-01   5.87836207e-02
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   -1.49469654e-01  -4.85476701e-02]
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 [  1.10504163e-01   7.40358031e-02  -4.40390860e-02  -9.83110086e-02
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   -7.61763692e-02  -2.05043705e-01  -3.57748285e-02  -2.04328399e-02
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 [ -3.24909117e-02  -1.68658093e-01  -7.57016039e-02  -1.28091777e-01
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   -1.83273878e-01  -3.83128432e-01]
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    2.89179980e-02  -3.90537446e-01]
 [  1.12314592e-02  -5.36671744e-01  -4.42434407e-02  -1.06292255e-01
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   -3.64532790e-01  -2.19954083e-01]
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   -7.10302894e-02   8.54405748e-02]
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   -8.78099583e-02  -1.33439876e-01]
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   -2.61209449e-01  -2.99649104e-02]
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   -2.15186682e-02  -1.32192903e-01]
 [  9.35494074e-02   2.60163940e-01   1.56840578e-01  -1.16502449e-01
   -9.40795241e-02   5.81376160e-02  -1.53083446e-01   2.80172495e-01
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 [  3.58624636e-01   3.60520566e-01  -7.90121048e-02   3.10984022e-01
   -8.73088646e-01  -2.87794847e-01  -5.02197088e-01   1.77236701e-01
    3.96940954e-01  -1.17258522e-02]
 [  5.24353517e-02   1.17491844e-01   2.55807052e-01   2.51612198e-01
   -4.73664297e-02  -1.99014538e-01  -1.81626431e-01  -1.32713694e-01
   -1.33758683e-01  -2.83762080e-01]
 [  1.77986674e-02  -1.00193822e-01  -1.22348829e-01  -6.42618894e-02
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 [  2.95732623e-03  -5.10508121e-02  -6.76304428e-02  -5.23423752e-02
   -2.18976066e-02  -1.79814864e-01   7.10930796e-02   9.77247191e-03
    3.52898614e-02   2.31159172e-03]
 [  3.10221641e-02   1.05467093e-01   2.44052684e-01   7.46700075e-02
   -2.24750333e-01  -1.38010276e-01   7.57643453e-02   3.92265914e-02
   -1.86066044e-01   1.07313735e-01]
 [  8.07753197e-02   7.55294341e-02   1.09327725e-01   1.49562911e-02
   -2.51778755e-01   6.37638943e-02   1.10026780e-02  -2.70852305e-01
   -1.10609195e-02  -7.99707438e-02]
 [ -6.10580265e-03   1.27267965e-01   8.54079062e-02  -3.01922342e-02
   -6.95237513e-02   1.77817705e-01   6.01544102e-02   1.18113167e-01
   -1.96173461e-02   1.74154773e-01]
 [  2.24329660e-01   9.72749737e-02   2.85491596e-02   7.85008522e-02
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   -5.62468445e-02  -2.25596127e-02]
 [  5.14775187e-02   5.43206154e-02   1.98056908e-02   5.09402840e-02
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 [  6.68741450e-02   5.04538210e-01   1.30727675e-01   4.53384568e-01
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 [  2.42380355e-01   3.29402788e-01   2.44551562e-01   1.44361127e-01
   -5.44574735e-01   8.26297205e-02  -2.21510301e-01   1.61547823e-01
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 [ -7.70772308e-02   2.40204143e-01   2.39751642e-01   1.16647937e-02
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   -3.62469437e-02   4.62137444e-02]
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   -2.80068035e-01  -9.88561438e-02]
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   -2.10810022e-01   2.88234269e-02]
 [  7.22235186e-03  -4.35840700e-01  -1.29033826e-01  -1.65443529e-01
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   -1.68336093e-01  -2.25709560e-01]
 [  7.21117421e-02  -2.94334094e-01  -1.73392463e-01  -7.47743145e-02
   -1.95506925e-01  -2.70692550e-02   1.81985533e-01  -1.61140214e-01
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 [ -1.04926470e-01   7.37753442e-03   2.70227213e-01   1.80469819e-02
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   -9.48498581e-02  -3.94260540e-02]
 [ -3.30042357e-01  -4.82394941e-03   2.15089981e-02  -2.63593967e-04
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   -6.34856147e-02   9.57990775e-02]
 [  1.60485279e-01  -1.78722259e-02  -2.26417322e-01  -4.92110443e-02
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    2.12579964e-02  -1.59828471e-01]
 [  2.30016410e-01  -2.16690933e-01   7.17743713e-02   4.33636658e-03
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 [ -9.48624072e-02  -7.96572313e-02   1.25065895e-01   1.22046952e-01
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    1.88849429e-01   1.20351612e-02]
 [ -6.53283835e-02  -2.47869204e-01   1.71458071e-01  -3.55967799e-01
   -2.95438359e-01   1.46679915e-01   1.56830511e-01  -1.27400001e-01
   -4.13692396e-02   1.51317854e-01]]
[[ 0.62384578]
 [ 1.80332812]
 [ 0.22370938]
 [ 0.90415534]
 [-2.81322967]
 [-0.29098539]
 [-1.82086328]
 [ 0.07130927]
 [ 0.69911507]
 [ 0.88101654]]
Progress: 56.6% ... Training loss: 0.257 ... Validation loss: 0.439[[  1.80110397e-01   3.29017614e-01  -9.78347482e-02   1.22610889e-01
   -3.99154348e-01  -7.43745283e-02  -1.19225214e-01   1.19914056e-01
   -3.71123366e-02   2.35567259e-01]
 [  1.16292080e-02   1.26655153e-01  -1.99103052e-02   4.62009173e-02
    7.88924259e-02  -6.42383880e-03   3.34636689e-01   4.07081036e-02
    1.42862207e-01  -2.78270737e-02]
 [  2.20647296e-01   7.61625399e-01   1.47061653e-02  -4.02302480e-02
    8.57021672e-01  -2.76967724e-02  -1.01188589e+00  -4.11628647e-02
    7.64194489e-02   3.14171923e-01]
 [  6.16031020e-02  -4.63853138e-01  -1.86080863e-01   2.45156257e-01
   -4.48380954e-02   1.20354800e-01   2.70119503e-01   6.60312854e-02
    1.48757110e-01   3.31526218e-01]
 [ -3.96798203e-02   5.39493799e-02  -1.49506314e-01   4.07236393e-02
   -1.01598208e-01  -1.78547024e-01   1.32639720e-01  -1.16503528e-01
   -1.94010444e-01  -5.93376836e-02]
 [ -4.07662384e-01  -6.85614846e-01  -3.07099588e-01   1.32503944e-01
   -2.84378167e-01   4.59538144e-02   3.98959432e-01  -4.18283457e-02
   -4.77480000e-02  -5.45486081e-02]
 [ -1.09066754e-03  -2.86542819e-01   1.08064983e-02   9.40597344e-02
   -5.78289000e-02  -7.29939272e-02   1.75521955e-01  -1.91986648e-01
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 [  1.04354521e-01  -3.37276081e-01   2.76579259e-02  -8.32488588e-02
   -7.16671632e-02  -4.54359818e-02   9.31622976e-02   1.15094025e-01
    7.46029112e-02  -2.65568135e-02]
 [ -1.77242429e-01  -2.08335881e-01  -3.01826472e-01  -1.87904108e-02
   -1.24137500e-01   6.71769977e-02  -6.63379682e-02  -3.00677615e-02
    2.72275767e-01  -1.31394216e-01]
 [  1.62402551e-02  -4.91248537e-01   6.49528433e-02  -6.20740001e-02
   -3.33279114e-01  -9.84806942e-02   2.29533047e-01  -1.16116395e-01
   -2.41342081e-02   4.06993926e-02]
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   -1.83176653e-01   5.51753141e-03   2.40135851e-01  -1.01862568e-01
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   -1.62936564e-01  -2.03684918e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91479356e-01  -3.49413851e-01   9.20514865e-02   2.05957984e-01
   -1.79856695e-01  -6.08921723e-02   1.13402149e-01  -2.62265176e-01
   -2.86363963e-01  -1.04625223e-01]
 [  8.54023507e-02  -2.34215214e-01  -2.86155987e-02   9.44747300e-02
   -5.76569095e-02  -8.25660297e-02   2.86051500e-01   7.37810417e-04
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 [  3.15029376e-02  -1.41331165e-01  -2.12847091e-01   1.39787139e-01
   -7.72147621e-02   8.32274939e-02  -1.08563809e-02  -2.07214173e-02
   -9.34031974e-02  -9.28336759e-03]
 [ -1.14258556e-01  -8.75110466e-02  -1.99145944e-01   1.67428005e-01
   -3.68430742e-03   1.31262122e-01  -3.92613807e-03  -2.50328009e-01
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 [ -5.37558043e-02  -5.78769962e-02   2.80863310e-01   1.20780263e-01
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 [ -9.56662852e-02  -8.14919570e-02   1.24785608e-01   1.20927502e-01
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 [ -6.66370715e-02  -2.49438768e-01   1.70955437e-01  -3.58052922e-01
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   -4.29315197e-02   1.49512077e-01]]
[[ 0.61670049]
 [ 1.79800245]
 [ 0.21454696]
 [ 0.89550356]
 [-2.82000617]
 [-0.29709257]
 [-1.83092556]
 [ 0.06500379]
 [ 0.69062973]
 [ 0.87110341]]
Progress: 56.7% ... Training loss: 0.256 ... Validation loss: 0.440[[  1.81008233e-01   3.31801683e-01  -9.75192548e-02   1.23836564e-01
   -4.00479182e-01  -7.47858663e-02  -1.22013160e-01   1.19988473e-01
   -3.62743135e-02   2.36857193e-01]
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 [  2.19415530e-01   7.58355902e-01   1.41289436e-02  -4.28338303e-02
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    7.45643534e-02   3.11687828e-01]
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   -5.01288985e-02   1.20077691e-01   2.68759058e-01   6.61069065e-02
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 [ -4.38181220e-02   4.35828471e-02  -1.50950444e-01   3.47793458e-02
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   -4.77317944e-02  -5.44833722e-02]
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   -1.64027230e-01  -2.04919726e-01]
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   -1.83030410e-01  -3.82853742e-01]
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   -3.65072940e-01  -2.20624466e-01]
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   -8.81519853e-02  -1.33851008e-01]
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   -1.24992198e-02  -8.17835738e-02]
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   -1.84774196e-02   1.75520934e-01]
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 [ -3.30162611e-01  -6.32047924e-03   2.14547463e-02  -6.23451336e-04
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 [ -9.58605728e-02  -8.17023797e-02   1.24712098e-01   1.20663390e-01
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    1.87687803e-01   1.06028628e-02]
 [ -6.65906177e-02  -2.48480343e-01   1.70989196e-01  -3.57889943e-01
   -2.94379031e-01   1.47304120e-01   1.58260025e-01  -1.27556473e-01
   -4.27533074e-02   1.49745634e-01]]
[[ 0.61025643]
 [ 1.79209868]
 [ 0.21025033]
 [ 0.89000369]
 [-2.82531727]
 [-0.29982392]
 [-1.83434914]
 [ 0.06192638]
 [ 0.68571447]
 [ 0.86670425]]
Progress: 56.8% ... Training loss: 0.258 ... Validation loss: 0.444[[  1.82325230e-01   3.35421935e-01  -9.70243870e-02   1.25781172e-01
   -4.04111395e-01  -7.53866421e-02  -1.25497616e-01   1.20128536e-01
   -3.47793790e-02   2.38910683e-01]
 [  1.06567065e-02   1.23832402e-01  -2.02456880e-02   4.48244459e-02
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 [  2.21046778e-01   7.62207611e-01   1.47062876e-02  -4.05832370e-02
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    7.64339139e-02   3.14218093e-01]
 [  6.23142982e-02  -4.62583116e-01  -1.85737819e-01   2.46999502e-01
   -5.28840779e-02   1.19848841e-01   2.68279280e-01   6.61249944e-02
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 [ -4.30025464e-02   4.55524288e-02  -1.50652461e-01   3.60666070e-02
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   -1.97677496e-01  -6.37378120e-02]
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   -4.71392015e-02  -5.37498440e-02]
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   -1.62998246e-01  -2.03590056e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.86417107e-01  -1.04688684e-01]
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   -5.78561585e-02  -8.26832983e-02   2.85472755e-01   7.59274255e-04
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   -7.84848557e-02   8.32312277e-02  -1.05219193e-02  -2.07259573e-02
   -9.34179158e-02  -9.13095571e-03]
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   -2.61337972e-02  -5.70250473e-02]
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 [  5.79266999e-02  -4.55938190e-02  -1.12301179e-01   6.22642509e-02
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 [  3.59019503e-01   3.62338935e-01  -7.88387043e-02   3.11571912e-01
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 [  5.20356874e-02   1.16665686e-01   2.55661228e-01   2.51017670e-01
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 [  4.26340260e-03  -4.73018783e-02  -6.71499402e-02  -5.04375054e-02
   -2.64147129e-02  -1.80520149e-01   6.73530768e-02   9.90537468e-03
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   -1.86842639e-01   1.06463641e-01]
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   -4.16968544e-02   1.51065593e-01]]
[[ 0.62051322]
 [ 1.79939521]
 [ 0.21905101]
 [ 0.8993194 ]
 [-2.81657836]
 [-0.29128933]
 [-1.82537336]
 [ 0.07055762]
 [ 0.69606468]
 [ 0.87753426]]
Progress: 56.8% ... Training loss: 0.256 ... Validation loss: 0.441[[  1.81090941e-01   3.32975425e-01  -9.74034132e-02   1.24132198e-01
   -3.98398963e-01  -7.48198525e-02  -1.21838755e-01   1.19996285e-01
   -3.60175209e-02   2.37166902e-01]
 [  1.09411037e-02   1.24631575e-01  -2.01459261e-02   4.52418513e-02
    8.04810671e-02  -6.12191227e-03   3.36831655e-01   4.06399650e-02
    1.42195983e-01  -2.87890075e-02]
 [  2.18183429e-01   7.57094011e-01   1.37135979e-02  -4.47865229e-02
    8.69236407e-01  -2.64886468e-02  -1.01013321e+00  -4.14672261e-02
    7.33666471e-02   3.10155239e-01]
 [  6.43747957e-02  -4.59198881e-01  -1.85005597e-01   2.50185410e-01
   -6.22163878e-02   1.18968798e-01   2.64078542e-01   6.63383993e-02
    1.51950241e-01   3.35909297e-01]
 [ -4.75196016e-02   3.53702911e-02  -1.52257379e-01   2.98766323e-02
   -7.14423243e-02  -1.74938225e-01   1.51568118e-01  -1.17270296e-01
   -2.02867045e-01  -7.01866078e-02]
 [ -4.07092889e-01  -6.84372770e-01  -3.06882072e-01   1.33369477e-01
   -2.86341960e-01   4.57026990e-02   3.97866430e-01  -4.17771170e-02
   -4.71848767e-02  -5.39363746e-02]
 [ -2.19518497e-03  -2.90076967e-01   1.04372868e-02   9.26756011e-02
   -5.41488155e-02  -7.25431869e-02   1.78155541e-01  -1.92071789e-01
    2.02849451e-01   5.36218619e-02]
 [  1.03940941e-01  -3.37919706e-01   2.75000125e-02  -8.41820223e-02
   -7.01843854e-02  -4.52533199e-02   9.26394806e-02   1.15028442e-01
    7.39560025e-02  -2.73157036e-02]
 [ -1.77612653e-01  -2.10613451e-01  -3.01934121e-01  -1.93517133e-02
   -1.26140565e-01   6.72869969e-02  -6.41793433e-02  -3.01066261e-02
    2.72055384e-01  -1.31893218e-01]
 [  1.61796054e-02  -4.90909513e-01   6.49180133e-02  -6.26492876e-02
   -3.34383629e-01  -9.85349891e-02   2.27963793e-01  -1.16140737e-01
   -2.42443193e-02   4.04087935e-02]
 [ -7.57160849e-02  -1.62163250e-01   7.95521795e-03  -1.18173557e-01
   -1.81116099e-01   5.77972044e-03   2.42942418e-01  -1.01909228e-01
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 [ -1.26431415e-01  -2.70148865e-01  -6.96752730e-02   2.47143677e-02
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   -1.63707093e-01  -2.04450690e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91393531e-01  -3.49032354e-01   9.20864671e-02   2.06095928e-01
   -1.80282736e-01  -6.08978570e-02   1.12998701e-01  -2.62264126e-01
   -2.86403101e-01  -1.04715276e-01]
 [  8.57726650e-02  -2.33779717e-01  -2.84605355e-02   9.50159006e-02
   -5.78542605e-02  -8.27606001e-02   2.85636319e-01   7.78263253e-04
    9.93757467e-03  -1.91477481e-02]
 [  3.11532039e-02  -1.42326948e-01  -2.12986621e-01   1.39388768e-01
   -7.78503033e-02   8.34070547e-02  -9.55748849e-03  -2.07644510e-02
   -9.38294638e-02  -9.64776233e-03]
 [ -1.15547471e-01  -8.97889840e-02  -1.99574672e-01   1.65700999e-01
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    7.89076534e-02  -1.84246816e-01]
 [ -5.35974267e-02  -5.83190822e-02   2.80922829e-01   1.21032822e-01
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    9.31453404e-02   6.50928065e-02]
 [  6.24935621e-02  -1.86359961e-02   8.75825396e-02   8.57071608e-02
    1.74178487e-03  -1.62205786e-02   1.81983540e-01   1.19541656e-01
   -2.63137959e-02  -5.72868966e-02]
 [  1.52983858e-02  -1.37850274e-01  -2.91875982e-01  -4.68947187e-02
    1.95395620e-02  -9.44963225e-02   8.34294474e-02   1.62643776e-01
    1.11930819e-01  -2.74304648e-02]
 [  5.78029018e-02  -4.57578223e-02  -1.12344084e-01   6.21030414e-02
   -1.87879238e-01   3.15802580e-01   2.70125621e-01   2.04862354e-01
   -1.46831809e-01  -4.53416690e-02]
 [  5.60838648e-03  -1.96392853e-02   1.23789183e-01   1.13916783e-01
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 [  1.10365834e-01   7.39242289e-02  -4.40631113e-02  -9.85702682e-02
   -1.30135052e-01  -3.29984195e-01   1.33326715e-01   8.13496144e-03
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 [ -1.06233761e-01  -8.80503916e-02  -1.66410054e-02   2.03681219e-02
   -7.42842727e-02  -2.04657910e-01  -3.23170857e-02  -2.05211409e-02
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 [ -1.64735853e-01  -1.39915836e-01  -2.05208336e-01  -2.67778937e-02
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   -1.52498786e-02   3.31942237e-02]
 [ -3.19605200e-02  -1.68107309e-01  -7.55110408e-02  -1.27290257e-01
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   -1.82660982e-01  -3.82469108e-01]
 [ -1.86008529e-02  -4.81003539e-01  -3.18950204e-02  -7.52590085e-02
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    2.80669030e-02  -3.91557810e-01]
 [  1.07761590e-02  -5.38192447e-01  -4.44112884e-02  -1.07002106e-01
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   -3.65072847e-01  -2.20627030e-01]
 [ -1.76073304e-01  -6.67406742e-01  -1.14045323e-02  -2.06246745e-01
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   -7.02797088e-02   8.64368869e-02]
 [ -3.00781986e-01  -4.90860165e-01   5.49803009e-02  -4.64971368e-02
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   -8.78623661e-02  -1.33455231e-01]
 [ -2.13462134e-01  -3.70117355e-01   2.49705026e-01  -2.47570947e-01
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   -2.61602488e-01  -3.04191254e-02]
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   -2.15154914e-02  -1.32157995e-01]
 [  9.26353493e-02   2.58889588e-01   1.56537255e-01  -1.17828321e-01
   -9.23942322e-02   5.85621365e-02  -1.52022185e-01   2.80062637e-01
    5.30151628e-02   1.59004449e-01]
 [  3.58355935e-01   3.60085843e-01  -7.90628636e-02   3.10674457e-01
   -8.73775168e-01  -2.87658219e-01  -5.01675023e-01   1.77206576e-01
    3.96897349e-01  -1.20474782e-02]
 [  5.22083117e-02   1.16397527e-01   2.55733082e-01   2.51222442e-01
   -4.57754117e-02  -1.98931542e-01  -1.80474173e-01  -1.32734861e-01
   -1.34002642e-01  -2.84107509e-01]
 [  1.70451929e-02  -1.02287237e-01  -1.22637768e-01  -6.54544479e-02
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 [  4.23655965e-03  -4.75133672e-02  -6.71707809e-02  -5.04682475e-02
   -2.56871884e-02  -1.80511513e-01   6.74660870e-02   9.90438035e-03
    3.67454088e-02   4.13266069e-03]
 [  3.13943134e-02   1.06875670e-01   2.44184031e-01   7.50944220e-02
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   -1.85792952e-01   1.07780875e-01]
 [  7.87191929e-02   7.02919820e-02   1.08570029e-01   1.16807999e-02
   -2.43162047e-01   6.47952867e-02   1.54397019e-02  -2.71078644e-01
   -1.34977034e-02  -8.30122649e-02]
 [ -5.87605159e-03   1.28007443e-01   8.54964965e-02  -2.99074853e-02
   -7.06424594e-02   1.77677015e-01   5.96059727e-02   1.18142685e-01
   -1.93824872e-02   1.74400682e-01]
 [  2.24156528e-01   9.73625609e-02   2.85041282e-02   7.82893633e-02
    8.85314590e-03  -2.52046584e-02  -2.17087161e-01   1.48022956e-01
   -5.64050539e-02  -2.27741235e-02]
 [  5.14204295e-02   5.36506980e-02   1.97809920e-02   5.07688981e-02
   -4.74548176e-01  -1.26496390e-01  -2.48927481e-01   4.15493851e-02
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 [  6.59505304e-02   5.02199704e-01   1.30425330e-01   4.52162950e-01
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 [  1.78848877e-01   4.93444725e-01   6.87427068e-02   4.38084020e-01
   -1.12796972e+00  -8.21417138e-02  -4.24506857e-01   1.51255450e-01
    2.20558534e-01   4.79967396e-01]
 [  2.42211192e-01   3.29188074e-01   2.44475156e-01   1.44077301e-01
   -5.44931859e-01   8.27094936e-02  -2.21373623e-01   1.61524610e-01
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 [ -7.66099570e-02   2.41937762e-01   2.39905297e-01   1.24127032e-02
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   -3.57146309e-02   4.69089961e-02]
 [ -1.03834849e-01   1.01029899e-02   2.23894161e-02   8.63004633e-02
   -6.73171551e-02   1.17896755e-01   2.30436205e-01   1.93063312e-02
   -2.79360841e-01  -9.80139541e-02]
 [ -2.25328856e-01  -4.96458012e-02  -9.55077088e-02  -3.49487067e-01
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   -2.10786563e-01   2.88214021e-02]
 [  7.10644453e-03  -4.36426417e-01  -1.29077376e-01  -1.65616245e-01
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   -1.68465135e-01  -2.25854937e-01]
 [  7.24689304e-02  -2.93285863e-01  -1.73324333e-01  -7.45931789e-02
   -1.99307741e-01  -2.72236164e-02   1.79359630e-01  -1.61134096e-01
    7.89111147e-02  -2.16608096e-01]
 [ -1.04563798e-01   7.63532781e-03   2.70391577e-01   1.88484460e-02
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   -9.44955273e-02  -3.87918136e-02]
 [ -3.31180245e-01  -9.48657626e-03   2.10902106e-02  -2.14330600e-03
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   -6.48238804e-02   9.42703162e-02]
 [  1.59688547e-01  -2.09689487e-02  -2.26602107e-01  -5.01339890e-02
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    2.04996985e-02  -1.60753132e-01]
 [  2.28774291e-01  -2.21770268e-01   7.13444141e-02   2.35520195e-03
    7.50583751e-02  -4.64433971e-02   4.04774508e-02  -1.34921012e-01
    1.30876438e-01  -1.50710116e-01]
 [ -9.63555414e-02  -8.30820327e-02   1.24543523e-01   1.19949650e-01
    1.92086174e-02  -1.18524163e-01   2.32695161e-01  -7.81313517e-02
    1.87141691e-01   9.89682005e-03]
 [ -6.52073618e-02  -2.44575944e-01   1.71479090e-01  -3.55943430e-01
   -3.01948872e-01   1.46639421e-01   1.54798418e-01  -1.27406468e-01
   -4.12182770e-02   1.51535953e-01]]
[[ 0.61070073]
 [ 1.78804473]
 [ 0.21183826]
 [ 0.88962727]
 [-2.82536339]
 [-0.29679402]
 [-1.83135356]
 [ 0.06351703]
 [ 0.6862541 ]
 [ 0.86878569]]
Progress: 56.9% ... Training loss: 0.259 ... Validation loss: 0.448[[  1.86372353e-01   3.46597525e-01  -9.55009675e-02   1.31940517e-01
   -4.18472160e-01  -7.73791482e-02  -1.35907715e-01   1.20562691e-01
   -3.00815981e-02   2.44481668e-01]
 [  1.10072283e-02   1.24842989e-01  -2.01378976e-02   4.53192333e-02
    8.02608219e-02  -6.14524832e-03   3.36635253e-01   4.06454721e-02
    1.42254530e-01  -2.87211162e-02]
 [  2.21961382e-01   7.67345612e-01   1.50859510e-02  -3.90528296e-02
    8.52077300e-01  -2.83835958e-02  -1.01936380e+00  -4.10423185e-02
    7.76513939e-02   3.15195790e-01]
 [  6.18566795e-02  -4.67021391e-01  -1.85851669e-01   2.46731375e-01
   -5.16516208e-02   1.20089678e-01   2.71447910e-01   6.61047548e-02
    1.49066624e-01   3.32683241e-01]
 [ -4.78108328e-02   3.43891381e-02  -1.52428128e-01   2.93010540e-02
   -7.29074330e-02  -1.74694868e-01   1.52043450e-01  -1.17326285e-01
   -2.03024652e-01  -7.06032468e-02]
 [ -4.06770171e-01  -6.84195848e-01  -3.06778544e-01   1.33677749e-01
   -2.87431652e-01   4.55550175e-02   3.97167851e-01  -4.17457309e-02
   -4.67932556e-02  -5.34661333e-02]
 [  1.83081566e-03  -2.79893842e-01   1.18383449e-02   9.85654116e-02
   -7.00356062e-02  -7.44679330e-02   1.66613162e-01  -1.91660725e-01
    2.07232820e-01   5.91233314e-02]
 [  1.04786662e-01  -3.35587261e-01   2.78424588e-02  -8.28005748e-02
   -7.46916350e-02  -4.57258005e-02   9.09347351e-02   1.15138154e-01
    7.50364107e-02  -2.60144525e-02]
 [ -1.75706706e-01  -2.06004455e-01  -3.01244702e-01  -1.64756427e-02
   -1.33521577e-01   6.63571901e-02  -6.87847978e-02  -2.99012544e-02
    2.74248913e-01  -1.29310388e-01]
 [  2.31866382e-02  -4.73293833e-01   6.73880018e-02  -5.25143510e-02
   -3.63372883e-01  -1.01923340e-01   2.09434562e-01  -1.15406946e-01
   -1.64386950e-02   4.98522970e-02]
 [ -7.53892567e-02  -1.61504881e-01   8.10152389e-03  -1.17678752e-01
   -1.81915202e-01   5.58589595e-03   2.42043535e-01  -1.01863362e-01
    7.78650911e-03  -9.76126753e-02]
 [ -1.26664888e-01  -2.71121426e-01  -6.97551169e-02   2.45402257e-02
    2.39887755e-01   9.93475620e-02   2.15880278e-01  -1.64982509e-02
   -1.63938519e-01  -2.04646612e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91777102e-01  -3.50096189e-01   9.19424331e-02   2.05451622e-01
   -1.79694306e-01  -6.06964321e-02   1.13995213e-01  -2.62305217e-01
   -2.86817458e-01  -1.05280857e-01]
 [  8.62212981e-02  -2.33085832e-01  -2.83021750e-02   9.56452255e-02
   -5.82037794e-02  -8.29843981e-02   2.84683861e-01   8.23713715e-04
    1.04424573e-02  -1.84803877e-02]
 [  3.14344330e-02  -1.41810457e-01  -2.12887808e-01   1.39742942e-01
   -7.85503491e-02   8.33059787e-02  -1.05604685e-02  -2.07421528e-02
   -9.35298431e-02  -9.26441357e-03]
 [ -1.14392022e-01  -8.68425390e-02  -1.99173657e-01   1.67328924e-01
   -2.36223833e-03   1.31223988e-01  -4.58856572e-03  -2.50312122e-01
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 [ -6.41373706e-02  -2.41264957e-01   1.71817618e-01  -3.54615560e-01
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   -4.00668222e-02   1.52906139e-01]]
[[ 0.63950357]
 [ 1.81557446]
 [ 0.23695898]
 [ 0.91646478]
 [-2.81019296]
 [-0.27702217]
 [-1.81140366]
 [ 0.08704547]
 [ 0.71558101]
 [ 0.8983822 ]]
Progress: 56.9% ... Training loss: 0.275 ... Validation loss: 0.459[[  1.86385190e-01   3.46827518e-01  -9.54802607e-02   1.31799944e-01
   -4.17256969e-01  -7.73493918e-02  -1.35183460e-01   1.20585906e-01
   -3.00050927e-02   2.44544227e-01]
 [  1.10072283e-02   1.24842989e-01  -2.01378976e-02   4.53192333e-02
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    1.42254530e-01  -2.87211162e-02]
 [  2.22018483e-01   7.67879414e-01   1.52578319e-02  -3.83304371e-02
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    7.79290932e-02   3.15416516e-01]
 [  6.43253327e-02  -4.59553299e-01  -1.84956406e-01   2.50347351e-01
   -5.41632517e-02   1.19060243e-01   2.65726090e-01   6.64354827e-02
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 [ -4.59718803e-02   3.87550495e-02  -1.51829918e-01   3.18976204e-02
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   -4.73918998e-02  -5.41440954e-02]
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   -1.63449874e-01  -2.03979586e-01]
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   -2.28183211e-02  -5.30558643e-02]
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   -1.83106505e-01  -3.83021474e-01]
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   -3.65570660e-01  -2.21182561e-01]
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   -8.82269120e-02  -1.33896236e-01]
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   -8.78852786e-01  -2.88790820e-01  -5.06854281e-01   1.77509212e-01
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 [  5.22637063e-02   1.15963615e-01   2.55742210e-01   2.51202163e-01
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   -2.74817352e-02  -1.80754866e-01   6.60527718e-02   9.97230413e-03
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 [  3.10461252e-02   1.06045608e-01   2.44050296e-01   7.45227044e-02
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   -1.86213823e-01   1.07194375e-01]
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   -2.43150564e-01   6.47389248e-02   1.48897087e-02  -2.71068748e-01
   -1.33937922e-02  -8.28778348e-02]
 [ -5.28619703e-03   1.30033506e-01   8.57101974e-02  -2.90426984e-02
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   -1.86783730e-02   1.75352404e-01]
 [  2.23815469e-01   9.65981337e-02   2.83851959e-02   7.77894625e-02
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   -5.67589715e-02  -2.32133222e-02]
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 [  2.42005005e-01   3.29036687e-01   2.44389688e-01   1.43787727e-01
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   -1.68476594e-01  -2.25841648e-01]
 [  7.26802488e-02  -2.92206218e-01  -1.73316547e-01  -7.44234568e-02
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   -9.33267009e-02  -3.74268292e-02]
 [ -3.31251902e-01  -1.03423160e-02   2.10598514e-02  -2.31073311e-03
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 [  1.61420079e-01  -1.83964345e-02  -2.25918131e-01  -4.73803357e-02
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 [  2.28624215e-01  -2.22106991e-01   7.12904412e-02   2.04185651e-03
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 [ -9.59871282e-02  -8.15590702e-02   1.24687952e-01   1.20495842e-01
    1.67103409e-02  -1.18763415e-01   2.31432179e-01  -7.81070324e-02
    1.87501067e-01   1.02633187e-02]
 [ -6.51605646e-02  -2.43359382e-01   1.71437626e-01  -3.56173019e-01
   -3.06359763e-01   1.46615130e-01   1.54000630e-01  -1.27455474e-01
   -4.12107604e-02   1.51530743e-01]]
[[ 0.62937052]
 [ 1.80716483]
 [ 0.22236298]
 [ 0.90465302]
 [-2.82107793]
 [-0.28890896]
 [-1.8266864 ]
 [ 0.07620167]
 [ 0.70189255]
 [ 0.88645581]]
Progress: 57.0% ... Training loss: 0.259 ... Validation loss: 0.444[[  1.86172743e-01   3.46223209e-01  -9.55374479e-02   1.31560731e-01
   -4.13471854e-01  -7.71921869e-02  -1.33615795e-01   1.20574557e-01
   -3.00634804e-02   2.44475295e-01]
 [  1.06689272e-02   1.24044401e-01  -2.02425112e-02   4.48776118e-02
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    1.42013484e-01  -2.91614023e-02]
 [  2.20704825e-01   7.64295269e-01   1.48189874e-02  -4.01408584e-02
    8.57644327e-01  -2.79539713e-02  -1.01750217e+00  -4.11500007e-02
    7.63937909e-02   3.13538335e-01]
 [  6.42464351e-02  -4.58954983e-01  -1.84857293e-01   2.50867874e-01
   -5.55835845e-02   1.19012102e-01   2.66439116e-01   6.64630904e-02
    1.51922559e-01   3.36681996e-01]
 [ -4.07722698e-02   5.04258989e-02  -1.50011658e-01   3.90773993e-02
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   -1.95193061e-01  -6.09633814e-02]
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   -4.72614188e-02  -5.39209461e-02]
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   -7.25575259e-02  -4.53998662e-02   9.28733808e-02   1.15054648e-01
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   -1.98017563e-02   4.54991212e-02]
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   -1.64740075e-01  -2.05330258e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91553568e-01  -3.50455370e-01   9.19800012e-02   2.05434290e-01
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   -2.86591464e-01  -1.05007747e-01]
 [  8.58913319e-02  -2.33303937e-01  -2.84252483e-02   9.51610201e-02
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   -9.42948804e-02  -1.01293054e-02]
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 [  6.47498080e-02  -1.32728054e-02   8.83912124e-02   8.90060028e-02
   -7.63537077e-03  -1.72875152e-02   1.76004114e-01   1.19781301e-01
   -2.37050566e-02  -5.41782914e-02]
 [  1.43233460e-02  -1.40142217e-01  -2.92215746e-01  -4.82670415e-02
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 [  5.84610872e-02  -4.27849144e-02  -1.12031749e-01   6.33631979e-02
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   -1.83159873e-01  -3.83065951e-01]
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 [  1.06823161e-02  -5.39135990e-01  -4.44797137e-02  -1.07224718e-01
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   -3.65257438e-01  -2.20802125e-01]
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   -8.84573259e-02  -1.34174952e-01]
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 [  3.60671908e-01   3.65153311e-01  -7.81596724e-02   3.13905089e-01
   -8.78978070e-01  -2.88769821e-01  -5.06842031e-01   1.77510965e-01
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 [  5.25618801e-02   1.16763955e-01   2.55871360e-01   2.51679290e-01
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    1.87395259e-01   1.01474229e-02]
 [ -6.54041798e-02  -2.43574257e-01   1.71362224e-01  -3.56591890e-01
   -3.06416320e-01   1.46768377e-01   1.54692373e-01  -1.27488338e-01
   -4.14603055e-02   1.51175970e-01]]
[[ 0.62162173]
 [ 1.8004986 ]
 [ 0.21326856]
 [ 0.89784194]
 [-2.83184178]
 [-0.29696636]
 [-1.83358701]
 [ 0.06692261]
 [ 0.69231907]
 [ 0.87711002]]
Progress: 57.0% ... Training loss: 0.255 ... Validation loss: 0.439[[  1.88770391e-01   3.52997933e-01  -9.45738850e-02   1.35650894e-01
   -4.20716019e-01  -7.85174078e-02  -1.38774665e-01   1.20871079e-01
   -2.72257202e-02   2.48335718e-01]
 [  1.09421186e-02   1.24806449e-01  -2.01584249e-02   4.52493600e-02
    7.95069204e-02  -6.11775943e-03   3.36800974e-01   4.06308611e-02
    1.42281840e-01  -2.88347698e-02]
 [  2.19054102e-01   7.60289810e-01   1.43347245e-02  -4.17742374e-02
    8.60512245e-01  -2.73027376e-02  -1.01332548e+00  -4.12951029e-02
    7.46802664e-02   3.11684703e-01]
 [  6.16511073e-02  -4.66423683e-01  -1.85695415e-01   2.47524444e-01
   -4.66855463e-02   1.20201020e-01   2.74086867e-01   6.62077243e-02
    1.49055703e-01   3.33442119e-01]
 [ -4.11667435e-02   4.86154898e-02  -1.50316111e-01   3.80024920e-02
   -9.20962869e-02  -1.77418625e-01   1.37766170e-01  -1.16509912e-01
   -1.95671726e-01  -6.15988929e-02]
 [ -4.05770662e-01  -6.82397187e-01  -3.06523448e-01   1.34519861e-01
   -2.88175921e-01   4.52550857e-02   3.95744709e-01  -4.16667012e-02
   -4.59072155e-02  -5.21376796e-02]
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   -5.59879807e-02  -7.28699903e-02   1.77411081e-01  -1.92140952e-01
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   -6.94961034e-02  -4.48977329e-02   9.64121523e-02   1.14947151e-01
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   -1.82306491e-02   4.77860788e-02]
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   -1.65048379e-01  -2.05760981e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91607776e-01  -3.50715019e-01   9.19548105e-02   2.05343130e-01
   -1.79140872e-01  -6.07039792e-02   1.14257266e-01  -2.62295839e-01
   -2.86653690e-01  -1.05105393e-01]
 [  8.70419516e-02  -2.31141421e-01  -2.80325240e-02   9.67443899e-02
   -5.96507900e-02  -8.33309205e-02   2.82974079e-01   9.07476356e-04
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 [  3.06533894e-02  -1.43497609e-01  -2.13165777e-01   1.38521247e-01
   -7.52404324e-02   8.36449773e-02  -8.65575048e-03  -2.08400422e-02
   -9.44379053e-02  -1.02251086e-02]
 [ -1.13990955e-01  -8.58053116e-02  -1.99075906e-01   1.67812428e-01
   -2.63765108e-03   1.30960405e-01  -5.89689186e-03  -2.50300841e-01
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 [ -5.58140460e-02  -6.52598617e-02   2.80198647e-01   1.18225104e-01
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 [  6.46742413e-02  -1.35491581e-02   8.83823008e-02   8.88945407e-02
   -7.75017640e-03  -1.72570450e-02   1.75846539e-01   1.19776011e-01
   -2.38053631e-02  -5.42298975e-02]
 [  1.39279347e-02  -1.41154856e-01  -2.92331444e-01  -4.86380536e-02
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 [  5.75333742e-02  -4.59271384e-02  -1.12350460e-01   6.21440756e-02
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   -1.46839399e-01  -4.53602139e-02]
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   -1.83545187e-01  -3.83535198e-01]
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 [  1.04922076e-02  -5.39714504e-01  -4.45490174e-02  -1.07508928e-01
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   -3.65479383e-01  -2.21072817e-01]
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   -7.08384017e-02   8.57220553e-02]
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   -8.87352659e-02  -1.34460877e-01]
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   -2.61335628e-01  -2.99760706e-02]
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   -9.27081252e-02   5.85073535e-02  -1.52647368e-01   2.80049562e-01
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 [  3.60631621e-01   3.64970672e-01  -7.81566607e-02   3.13990573e-01
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    3.99506897e-01  -8.69307556e-03]
 [  5.30707383e-02   1.17389687e-01   2.56041572e-01   2.52334234e-01
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 [  1.65674162e-02  -1.03361476e-01  -1.22795352e-01  -6.61332538e-02
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 [  4.30891463e-03  -4.65616282e-02  -6.71204505e-02  -5.04045538e-02
   -2.63558102e-02  -1.80562999e-01   6.66148424e-02   9.92057101e-03
    3.68270104e-02   4.18381746e-03]
 [  3.09134362e-02   1.05923168e-01   2.43988481e-01   7.43129460e-02
   -2.22297849e-01  -1.37957090e-01   7.54537905e-02   3.91832917e-02
   -1.86431746e-01   1.06971547e-01]
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   -2.42632416e-01   6.47077308e-02   1.44157576e-02  -2.71077506e-01
   -1.33194754e-02  -8.28139719e-02]
 [ -5.80106495e-03   1.28708256e-01   8.55105711e-02  -2.98566639e-02
   -7.12679117e-02   1.77594360e-01   5.87422413e-02   1.18120619e-01
   -1.93132260e-02   1.74576370e-01]
 [  2.23822517e-01   9.64049446e-02   2.83666520e-02   7.76596021e-02
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   -5.68808303e-02  -2.32823050e-02]
 [  5.19667117e-02   5.54979441e-02   1.99879051e-02   5.16119031e-02
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 [  6.48209904e-02   4.98678084e-01   1.30029794e-01   4.50869066e-01
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 [  2.42073202e-01   3.29335339e-01   2.44458246e-01   1.44088647e-01
   -5.48550809e-01   8.27018714e-02  -2.21129887e-01   1.61521409e-01
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   -3.60015317e-02   4.65933165e-02]
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   -2.79547522e-01  -9.82201465e-02]
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   -2.10980532e-01   2.85610598e-02]
 [  6.81456462e-03  -4.37210724e-01  -1.29195393e-01  -1.66087698e-01
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   -1.68804215e-01  -2.26219008e-01]
 [  7.31566132e-02  -2.90811238e-01  -1.73132582e-01  -7.35905317e-02
   -2.05203817e-01  -2.75787673e-02   1.76420388e-01  -1.61081268e-01
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 [ -1.03663519e-01   8.81928904e-03   2.70805016e-01   2.04764743e-02
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   -9.33069588e-02  -3.75033426e-02]
 [ -3.33524756e-01  -1.67009974e-02   2.02819845e-02  -5.44089272e-03
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   -6.73793367e-02   9.12610123e-02]
 [  1.62248101e-01  -1.59568700e-02  -2.25618005e-01  -4.59227308e-02
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 [  2.29171167e-01  -2.19967797e-01   7.15143670e-02   2.98016605e-03
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 [ -9.70122142e-02  -8.49954850e-02   1.24326148e-01   1.18899289e-01
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    1.86401900e-01   8.83587145e-03]
 [ -6.55843989e-02  -2.44349852e-01   1.71278512e-01  -3.56909196e-01
   -3.04569475e-01   1.46894005e-01   1.55815918e-01  -1.27522344e-01
   -4.16894777e-02   1.51205306e-01]]
[[ 0.62542427]
 [ 1.80402218]
 [ 0.21556455]
 [ 0.90155902]
 [-2.83553649]
 [-0.29646669]
 [-1.83086763]
 [ 0.06759627]
 [ 0.69471561]
 [ 0.87861506]]
Progress: 57.0% ... Training loss: 0.256 ... Validation loss: 0.439[[  1.88317483e-01   3.53295780e-01  -9.46405565e-02   1.35161451e-01
   -4.21204708e-01  -7.83297063e-02  -1.38286077e-01   1.20838590e-01
   -2.75675812e-02   2.47918841e-01]
 [  1.08802328e-02   1.24606431e-01  -2.01699125e-02   4.51911732e-02
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    1.42232895e-01  -2.88950150e-02]
 [  2.21014292e-01   7.63647215e-01   1.50416408e-02  -3.87718257e-02
    8.55623253e-01  -2.81631880e-02  -1.01562904e+00  -4.10718121e-02
    7.68255812e-02   3.13965319e-01]
 [  6.40608068e-02  -4.60920961e-01  -1.84812276e-01   2.51155808e-01
   -5.31061928e-02   1.19115772e-01   2.68342269e-01   6.64562074e-02
    1.51667711e-01   3.36782139e-01]
 [ -4.44984214e-02   4.06218634e-02  -1.51474517e-01   3.31918588e-02
   -8.53646289e-02  -1.75886012e-01   1.46450761e-01  -1.16850894e-01
   -1.99211958e-01  -6.62052022e-02]
 [ -4.06181982e-01  -6.82501981e-01  -3.06655129e-01   1.33869174e-01
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   -4.63432377e-02  -5.25475419e-02]
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   -5.45449713e-02  -7.25788448e-02   1.79283911e-01  -1.92206504e-01
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   -7.68701320e-02  -4.55900408e-02   9.28374869e-02   1.15116634e-01
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 [ -1.76337771e-01  -2.06503291e-01  -3.01419878e-01  -1.72938745e-02
   -1.32579189e-01   6.65962984e-02  -6.77096276e-02  -2.99803562e-02
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 [  2.19004042e-02  -4.75726184e-01   6.71253191e-02  -5.42866316e-02
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   -1.76644821e-02   4.85985791e-02]
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   -1.65132897e-01  -2.05829228e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.92082773e-01  -3.51783766e-01   9.17874368e-02   2.04646638e-01
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   -2.87167039e-01  -1.05739507e-01]
 [  8.63773360e-02  -2.31735882e-01  -2.82473211e-02   9.58180501e-02
   -5.93479098e-02  -8.30340062e-02   2.83334621e-01   8.33964682e-04
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 [  3.09268973e-02  -1.42971260e-01  -2.13068810e-01   1.38863586e-01
   -7.45056040e-02   8.35046528e-02  -9.37797873e-03  -2.08067338e-02
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[[ 0.63006701]
 [ 1.8065472 ]
 [ 0.21966372]
 [ 0.90401127]
 [-2.83168139]
 [-0.29231198]
 [-1.83103169]
 [ 0.07233969]
 [ 0.70012843]
 [ 0.88432366]]
Progress: 57.1% ... Training loss: 0.258 ... Validation loss: 0.442[[  1.88096031e-01   3.52533933e-01  -9.47158793e-02   1.34731500e-01
   -4.20700923e-01  -7.82140540e-02  -1.36921199e-01   1.20821898e-01
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 [  3.03681045e-02   1.04864537e-01   2.43799426e-01   7.35064938e-02
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   -1.87063273e-01   1.06155958e-01]
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   -2.41491927e-01   6.48256032e-02   1.50742850e-02  -2.71102952e-01
   -1.36102950e-02  -8.31749635e-02]
 [ -6.53388095e-03   1.27065919e-01   8.52677922e-02  -3.09004035e-02
   -6.88756420e-02   1.77933029e-01   6.02028612e-02   1.18037603e-01
   -2.01301250e-02   1.73568963e-01]
 [  2.23293818e-01   9.51482687e-02   2.81570171e-02   7.67926338e-02
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   -5.75135088e-02  -2.41147016e-02]
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   -5.46771031e-01   8.30983590e-02  -2.19570041e-01   1.61428543e-01
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   -3.60579196e-02   4.65699674e-02]
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   -1.69012350e-01  -2.26501438e-01]
 [  7.32334909e-02  -2.89336792e-01  -1.73064183e-01  -7.33509281e-02
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 [ -1.04847107e-01   5.20638401e-03   2.70382520e-01   1.86395783e-02
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   -9.47227602e-02  -3.92235414e-02]
 [ -3.32387651e-01  -1.52420733e-02   2.07251070e-02  -3.67245218e-03
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   -6.59853606e-02   9.26279151e-02]
 [  1.61287325e-01  -1.81008102e-02  -2.26002207e-01  -4.75457518e-02
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    2.23850464e-02  -1.58341036e-01]
 [  2.29257951e-01  -2.19547845e-01   7.15665253e-02   3.21633807e-03
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    1.31525425e-01  -1.49843486e-01]
 [ -9.71697247e-02  -8.57287948e-02   1.24278462e-01   1.18608063e-01
    2.22957287e-02  -1.18156031e-01   2.34793928e-01  -7.82390617e-02
    1.86213156e-01   8.57256540e-03]
 [ -6.47339098e-02  -2.41918316e-01   1.71589602e-01  -3.55622968e-01
   -3.10403687e-01   1.46493151e-01   1.52903791e-01  -1.27424044e-01
   -4.06947672e-02   1.52437567e-01]]
[[ 0.62490606]
 [ 1.79784908]
 [ 0.21308618]
 [ 0.90241096]
 [-2.84115473]
 [-0.29415584]
 [-1.82731637]
 [ 0.07116523]
 [ 0.69693398]
 [ 0.88101029]]
Progress: 57.1% ... Training loss: 0.256 ... Validation loss: 0.446[[  1.88946487e-01   3.53328937e-01  -9.44524155e-02   1.35717681e-01
   -4.22823955e-01  -7.85154474e-02  -1.36494852e-01   1.20917060e-01
   -2.69320148e-02   2.48499049e-01]
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    1.41934262e-01  -2.92441297e-02]
 [  2.20591615e-01   7.61281031e-01   1.49258586e-02  -3.93334546e-02
    8.55199072e-01  -2.79566318e-02  -1.01346238e+00  -4.11101453e-02
    7.65727795e-02   3.12838735e-01]
 [  6.55725130e-02  -4.55233595e-01  -1.84312171e-01   2.53192808e-01
   -5.87033430e-02   1.18355359e-01   2.62296995e-01   6.66195334e-02
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 [ -4.53019165e-02   3.61510571e-02  -1.51727692e-01   3.22682845e-02
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   -1.99915979e-01  -6.64324679e-02]
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   -4.62749545e-02  -5.22488514e-02]
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   -8.71723171e-02  -4.63111287e-02   8.96013361e-02   1.15306342e-01
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   -1.64756962e-01  -2.05217055e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.92996120e-01  -3.53783445e-01   9.14181129e-02   2.03165349e-01
   -1.77691823e-01  -6.00121086e-02   1.17265604e-01  -2.62461746e-01
   -2.88267555e-01  -1.07134221e-01]
 [  8.67645392e-02  -2.31313591e-01  -2.81022744e-02   9.64819316e-02
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   -9.31297918e-02  -8.37508367e-03]
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   -1.96186372e-03   1.31198283e-01  -3.56838190e-03  -2.50346974e-01
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   -4.54956465e-03  -1.67999862e-02   1.77256720e-01   1.19667382e-01
   -2.48387291e-02  -5.54518268e-02]
 [  1.39307151e-02  -1.41988719e-01  -2.92317780e-01  -4.85275270e-02
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 [  5.84680409e-02  -4.35153257e-02  -1.11985489e-01   6.36640822e-02
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   -1.45666171e-01  -4.41491929e-02]
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   -1.83299374e-01  -3.83190121e-01]
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 [  1.03503033e-02  -5.40674845e-01  -4.46110457e-02  -1.07750862e-01
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   -3.65724384e-01  -2.21378963e-01]
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 [  3.62275966e-01   3.69420295e-01  -7.76080468e-02   3.15984492e-01
   -8.82785954e-01  -2.89532473e-01  -5.11987411e-01   1.77697266e-01
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 [  5.33719624e-02   1.17801047e-01   2.56150129e-01   2.52752830e-01
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   -5.63123634e-02  -2.26563101e-02]
 [  5.17279304e-02   5.58373774e-02   1.98829741e-02   5.11771112e-02
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   -1.69187539e-01  -2.26718131e-01]
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    1.32256577e-01  -1.48795875e-01]
 [ -9.79752959e-02  -8.70122133e-02   1.23977287e-01   1.17405148e-01
    2.45971517e-02  -1.17743886e-01   2.35975925e-01  -7.83414625e-02
    1.85247881e-01   7.31180937e-03]
 [ -6.53852569e-02  -2.43692725e-01   1.71342417e-01  -3.56766248e-01
   -3.09171692e-01   1.46841951e-01   1.55505178e-01  -1.27503022e-01
   -4.15239934e-02   1.51676909e-01]]
[[ 0.63264952]
 [ 1.80819824]
 [ 0.21881333]
 [ 0.90733625]
 [-2.83611138]
 [-0.290743  ]
 [-1.83078791]
 [ 0.07710081]
 [ 0.70370411]
 [ 0.88866305]]
Progress: 57.2% ... Training loss: 0.259 ... Validation loss: 0.445[[  1.88166083e-01   3.52036122e-01  -9.46348179e-02   1.34717106e-01
   -4.22395466e-01  -7.81672764e-02  -1.34722701e-01   1.20830548e-01
   -2.76037032e-02   2.47303809e-01]
 [  1.06596668e-02   1.23782697e-01  -2.02664704e-02   4.48388421e-02
    7.99983891e-02  -5.98659052e-03   3.37632513e-01   4.06000119e-02
    1.41923541e-01  -2.92270321e-02]
 [  2.20198937e-01   7.60761000e-01   1.47903952e-02  -4.01479180e-02
    8.58489200e-01  -2.76561016e-02  -1.01460159e+00  -4.11702425e-02
    7.59679237e-02   3.11947157e-01]
 [  6.72422184e-02  -4.51547957e-01  -1.83709305e-01   2.56172555e-01
   -6.66173156e-02   1.17484830e-01   2.60482382e-01   6.68592986e-02
    1.55070740e-01   3.41435055e-01]
 [ -4.26725197e-02   4.23916674e-02  -1.50817987e-01   3.61554569e-02
   -8.98698775e-02  -1.76705673e-01   1.43840118e-01  -1.16573608e-01
   -1.96927503e-01  -6.24434933e-02]
 [ -4.06575863e-01  -6.84837174e-01  -3.06836346e-01   1.33290174e-01
   -2.89968066e-01   4.56405497e-02   3.97640062e-01  -4.17609947e-02
   -4.68791358e-02  -5.30474270e-02]
 [ -4.00643340e-03  -2.97018926e-01   9.90815566e-03   9.02630646e-02
   -5.17536188e-02  -7.19665190e-02   1.82362622e-01  -1.92338581e-01
    2.01049211e-01   5.15949305e-02]
 [  1.04546226e-01  -3.36116674e-01   2.78742900e-02  -8.23768113e-02
   -8.24321972e-02  -4.56881309e-02   9.23298469e-02   1.15136487e-01
    7.50641358e-02  -2.65788235e-02]
 [ -1.77129933e-01  -2.07942977e-01  -3.01691415e-01  -1.84116361e-02
   -1.29201792e-01   6.69526037e-02  -6.53201441e-02  -3.00849537e-02
    2.72800985e-01  -1.31246858e-01]
 [  1.92581925e-02  -4.83265143e-01   6.61651796e-02  -5.85153083e-02
   -3.53652704e-01  -1.00187728e-01   2.20273014e-01  -1.15908195e-01
   -2.07323421e-02   4.40251150e-02]
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   -1.75001976e-01   7.20821601e-03   2.51988008e-01  -1.02302488e-01
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 [ -1.26497201e-01  -2.70844149e-01  -6.96459897e-02   2.53918825e-02
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   -1.63367479e-01  -2.03766875e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.93328570e-01  -3.54568834e-01   9.13178110e-02   2.02836250e-01
   -1.77759751e-01  -5.98759403e-02   1.18145739e-01  -2.62499922e-01
   -2.88639674e-01  -1.07579210e-01]
 [  8.67088404e-02  -2.32079580e-01  -2.81200682e-02   9.64015549e-02
   -6.06641282e-02  -8.31817549e-02   2.83645017e-01   8.79423442e-04
    1.08618360e-02  -1.77428621e-02]
 [  3.13227359e-02  -1.42178077e-01  -2.12939471e-01   1.39240219e-01
   -7.52615677e-02   8.32787436e-02  -1.05596900e-02  -2.07552926e-02
   -9.36339546e-02  -8.96775452e-03]
 [ -1.14498627e-01  -8.80867461e-02  -1.99266261e-01   1.67004599e-01
   -2.72646275e-03   1.31174468e-01  -3.94554147e-03  -2.50342139e-01
    8.01830161e-02  -1.82814410e-01]
 [ -5.58128629e-02  -6.57926561e-02   2.80268448e-01   1.18459973e-01
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    9.09256269e-02   6.25998719e-02]
 [  6.36383902e-02  -1.59632384e-02   8.80181091e-02   8.70826742e-02
   -2.64447646e-03  -1.66587864e-02   1.77523300e-01   1.19635207e-01
   -2.51332137e-02  -5.57494899e-02]
 [  1.31902299e-02  -1.44128279e-01  -2.92589301e-01  -4.96124333e-02
    2.38395701e-02  -9.35128458e-02   8.90639213e-02   1.62397226e-01
    1.09607875e-01  -3.06043502e-02]
 [  5.83174599e-02  -4.41038462e-02  -1.12025165e-01   6.35063708e-02
   -1.93605606e-01   3.15400896e-01   2.69149842e-01   2.04990782e-01
   -1.45763212e-01  -4.44061755e-02]
 [  8.52099212e-03  -1.13439165e-02   1.24815561e-01   1.18077355e-01
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 [  1.11723421e-01   7.87932451e-02  -4.35278904e-02  -9.63896844e-02
   -1.35822989e-01  -3.30672270e-01   1.29046689e-01   8.28297470e-03
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   -7.07411659e-02  -2.03899240e-01  -2.75097339e-02  -2.07468311e-02
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   -3.32214951e-01   2.38020857e-03   7.54237474e-02  -2.61473281e-02
   -1.56018357e-02   3.28104684e-02]
 [ -3.25074889e-02  -1.70572253e-01  -7.57266006e-02  -1.28148089e-01
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   -1.83353913e-01  -3.83290938e-01]
 [ -1.86813548e-02  -4.83128535e-01  -3.19175107e-02  -7.53811254e-02
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    2.79769502e-02  -3.91779845e-01]
 [  9.97395473e-03  -5.41447375e-01  -4.47454166e-02  -1.08326962e-01
    6.79817864e-01   2.31245423e-02   5.67467032e-01   4.83185195e-02
   -3.66162170e-01  -2.21894650e-01]
 [ -1.77023791e-01  -6.69406779e-01  -1.17449386e-02  -2.07626904e-01
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   -7.13008202e-02   8.52410662e-02]
 [ -3.02218171e-01  -4.94039906e-01   5.44757726e-02  -4.84873202e-02
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   -8.94134041e-02  -1.35292261e-01]
 [ -2.12396373e-01  -3.68729673e-01   2.50088944e-01  -2.45976147e-01
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   -2.60379562e-01  -2.87857897e-02]
 [ -1.44337491e-01  -2.66762878e-01  -1.85795625e-01  -1.17757319e-01
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   -2.19615309e-02  -1.32651995e-01]
 [  9.33591645e-02   2.61730400e-01   1.56864460e-01  -1.16200619e-01
   -9.73423477e-02   5.80842643e-02  -1.55535880e-01   2.80139986e-01
    5.38996560e-02   1.60406764e-01]
 [  3.61726298e-01   3.68428015e-01  -7.77726822e-02   3.15143347e-01
   -8.82621840e-01  -2.89261713e-01  -5.10750861e-01   1.77629517e-01
    4.00501879e-01  -7.13381691e-03]
 [  5.30084526e-02   1.16565728e-01   2.56016734e-01   2.52197177e-01
   -4.59070752e-02  -1.99303004e-01  -1.81323212e-01  -1.32660700e-01
   -1.33152047e-01  -2.83091055e-01]
 [  1.75365433e-02  -1.00565002e-01  -1.22440313e-01  -6.46138455e-02
    2.28465960e-01   4.15768991e-02   9.03408592e-04  -1.86084704e-01
    2.43198611e-02   1.96930471e-01]
 [  4.26131257e-03  -4.65943379e-02  -6.71398539e-02  -5.04635503e-02
   -2.58367863e-02  -1.80539797e-01   6.65385753e-02   9.91777993e-03
    3.67239733e-02   4.03581783e-03]
 [  3.05162073e-02   1.05261487e-01   2.43843919e-01   7.36928738e-02
   -2.20795233e-01  -1.37792783e-01   7.60443830e-02   3.91347910e-02
   -1.86949081e-01   1.06370208e-01]
 [  7.79952507e-02   6.90410679e-02   1.08292520e-01   1.05267162e-02
   -2.39085633e-01   6.51136183e-02   1.60300207e-02  -2.71178716e-01
   -1.42767768e-02  -8.41521294e-02]
 [ -6.87642321e-03   1.26804397e-01   8.51439127e-02  -3.14034462e-02
   -6.68288202e-02   1.78095796e-01   6.03618778e-02   1.17990624e-01
   -2.05580374e-02   1.72991794e-01]
 [  2.24847198e-01   9.91161769e-02   2.87122884e-02   7.90361966e-02
    6.16541887e-03  -2.55701712e-02  -2.18881851e-01   1.48103395e-01
   -5.56737447e-02  -2.19508022e-02]
 [  5.12870575e-02   5.47280493e-02   1.97215635e-02   5.05051776e-02
   -4.75213676e-01  -1.26452143e-01  -2.49511667e-01   4.15323971e-02
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 [  6.57209758e-02   5.00282323e-01   1.30295286e-01   4.52210191e-01
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 [  1.82501452e-01   5.01349301e-01   7.01480221e-02   4.43852190e-01
   -1.14912711e+00  -8.38573683e-02  -4.30818817e-01   1.51683747e-01
    2.24999917e-01   4.84546491e-01]
 [  2.40482087e-01   3.25808281e-01   2.43917729e-01   1.41877048e-01
   -5.44546276e-01   8.34294587e-02  -2.17640476e-01   1.61345606e-01
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 [ -7.72385282e-02   2.40898202e-01   2.39692364e-01   1.14542703e-02
   -8.05741568e-02   1.32515318e-01  -1.10397345e-01  -1.56437350e-02
   -3.64855484e-02   4.60368590e-02]
 [ -1.04683912e-01   7.85024886e-03   2.20612773e-02   8.49970111e-02
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   -2.80296244e-01  -9.91228762e-02]
 [ -2.24981149e-01  -4.90850044e-02  -9.53792580e-02  -3.48905667e-01
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   -2.10373551e-01   2.93122768e-02]
 [  6.29135911e-03  -4.39016424e-01  -1.29360574e-01  -1.66819890e-01
    3.77084605e-01   2.65576979e-02   2.08127702e-01   1.51822474e-01
   -1.69350331e-01  -2.26941217e-01]
 [  7.14421619e-02  -2.93020184e-01  -1.73707811e-01  -7.58420785e-02
   -2.06351688e-01  -2.68149093e-02   1.79320484e-01  -1.61285705e-01
    7.78406743e-02  -2.17769924e-01]
 [ -1.05288886e-01   3.37163314e-03   2.70227060e-01   1.81219061e-02
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   -9.52532433e-02  -3.98789598e-02]
 [ -3.31631264e-01  -1.33384040e-02   2.10000983e-02  -2.50157953e-03
    1.51959263e-01  -1.83687808e-01   1.76522776e-02   2.34988452e-01
   -6.52331456e-02   9.35093731e-02]
 [  1.62339470e-01  -1.58545634e-02  -2.25576211e-01  -4.56767330e-02
    7.25952264e-02  -3.09812605e-01   7.02115178e-02  -1.64544840e-01
    2.37428284e-02  -1.56951597e-01]
 [  2.29963629e-01  -2.19594565e-01   7.17810002e-02   4.02349740e-03
    7.25064845e-02  -4.71783679e-02   3.81129546e-02  -1.34783140e-01
    1.32332371e-01  -1.48730883e-01]
 [ -9.81567947e-02  -8.73937910e-02   1.23909491e-01   1.17108740e-01
    2.53442945e-02  -1.17649665e-01   2.36348351e-01  -7.83622269e-02
    1.84982117e-01   7.09247341e-03]
 [ -6.52497118e-02  -2.42637287e-01   1.71422325e-01  -3.56640909e-01
   -3.13017133e-01   1.46769788e-01   1.55005383e-01  -1.27487980e-01
   -4.11611090e-02   1.51814704e-01]]
[[ 0.62420593]
 [ 1.80232595]
 [ 0.20952314]
 [ 0.89938089]
 [-2.84233913]
 [-0.29869458]
 [-1.83974133]
 [ 0.06878834]
 [ 0.693551  ]
 [ 0.88023454]]
Progress: 57.2% ... Training loss: 0.255 ... Validation loss: 0.440[[  1.90287638e-01   3.57532551e-01  -9.38407399e-02   1.37924301e-01
   -4.30659105e-01  -7.91232387e-02  -1.39424842e-01   1.21098950e-01
   -2.50157347e-02   2.50418037e-01]
 [  1.07400419e-02   1.24287762e-01  -2.02278172e-02   4.50586328e-02
    7.88187531e-02  -6.01299926e-03   3.37019962e-01   4.06122191e-02
    1.42032348e-01  -2.90770937e-02]
 [  2.22841829e-01   7.64793519e-01   1.58271387e-02  -3.58892869e-02
    8.46914135e-01  -2.88977478e-02  -1.01987963e+00  -4.08322595e-02
    7.93958922e-02   3.15811085e-01]
 [  6.57163971e-02  -4.54410120e-01  -1.84347917e-01   2.53591087e-01
   -6.24692977e-02   1.18212529e-01   2.62836811e-01   6.66390497e-02
    1.52734982e-01   3.38946189e-01]
 [ -3.96744032e-02   4.93940084e-02  -1.49751717e-01   4.06048525e-02
   -1.02941488e-01  -1.78142872e-01   1.38187807e-01  -1.16201880e-01
   -1.93378608e-01  -5.83744909e-02]
 [ -4.06768464e-01  -6.84795268e-01  -3.06960131e-01   1.32825083e-01
   -2.88932000e-01   4.57875875e-02   3.97542287e-01  -4.17906438e-02
   -4.72636578e-02  -5.34269802e-02]
 [ -3.48186687e-03  -2.96303161e-01   1.00776309e-02   9.09513251e-02
   -5.46522197e-02  -7.21714890e-02   1.81289723e-01  -1.92280388e-01
    2.01657435e-01   5.23257725e-02]
 [  1.05108133e-01  -3.35905530e-01   2.81144124e-02  -8.14036834e-02
   -8.57178279e-02  -4.59138160e-02   9.08524536e-02   1.15215757e-01
    7.59228526e-02  -2.57368278e-02]
 [ -1.76523165e-01  -2.06535990e-01  -3.01497561e-01  -1.75693179e-02
   -1.31019325e-01   6.66585625e-02  -6.65604291e-02  -3.00162270e-02
    2.73410901e-01  -1.30424406e-01]
 [  2.06552612e-02  -4.80989789e-01   6.66987034e-02  -5.63634565e-02
   -3.60349988e-01  -1.00781713e-01   2.16962269e-01  -1.15726515e-01
   -1.87516998e-02   4.60918969e-02]
 [ -7.93130703e-02  -1.73027711e-01   6.66126759e-03  -1.23423583e-01
   -1.73391979e-01   7.43874428e-03   2.52426948e-01  -1.02355711e-01
    3.15469331e-03  -1.02996121e-01]
 [ -1.26015662e-01  -2.69761183e-01  -6.95487682e-02   2.59706262e-02
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   -1.62991055e-01  -2.03097565e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.93529083e-01  -3.54479771e-01   9.12258431e-02   2.02452152e-01
   -1.76788453e-01  -5.97144942e-02   1.18421264e-01  -2.62531933e-01
   -2.88956751e-01  -1.07984998e-01]
 [  8.60371408e-02  -2.33500589e-01  -2.83534928e-02   9.54557543e-02
   -5.96593117e-02  -8.28616396e-02   2.84650413e-01   8.02042958e-04
    1.01196835e-02  -1.87495455e-02]
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 [  2.30366125e-01  -2.18650061e-01   7.19226681e-02   4.55787151e-03
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 [ -9.72564492e-02  -8.54579339e-02   1.24193548e-01   1.18336885e-01
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 [ -6.68319619e-02  -2.46527972e-01   1.70852773e-01  -3.59110474e-01
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   -4.29037685e-02   1.49481691e-01]]
[[ 0.63139169]
 [ 1.81242966]
 [ 0.21414184]
 [ 0.90684846]
 [-2.83894761]
 [-0.29648483]
 [-1.83903921]
 [ 0.0730032 ]
 [ 0.69903369]
 [ 0.8870902 ]]
Progress: 57.3% ... Training loss: 0.257 ... Validation loss: 0.438[[  1.89552560e-01   3.55564831e-01  -9.40780393e-02   1.36906412e-01
   -4.26793531e-01  -7.87247346e-02  -1.36887254e-01   1.21002002e-01
   -2.59363547e-02   2.49288386e-01]
 [  1.04893496e-02   1.23552024e-01  -2.03015179e-02   4.47583099e-02
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    1.41887979e-01  -2.93646650e-02]
 [  2.22110480e-01   7.62475894e-01   1.55509694e-02  -3.73143057e-02
    8.48991027e-01  -2.85372900e-02  -1.01847219e+00  -4.09262751e-02
    7.84628695e-02   3.14802821e-01]
 [  6.44960410e-02  -4.55863570e-01  -1.84754872e-01   2.52136746e-01
   -6.18296519e-02   1.18873968e-01   2.65031389e-01   6.64916914e-02
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 [ -3.79155468e-02   5.44663184e-02  -1.49064514e-01   4.33833080e-02
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   -1.91490610e-01  -5.57915758e-02]
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   -4.74301572e-02  -5.36954907e-02]
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   -1.63911150e-01  -2.04214333e-01]
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 [  8.60271533e-02  -2.33545189e-01  -2.83596580e-02   9.54204994e-02
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 [  3.14604083e-02  -1.41579433e-01  -2.12889837e-01   1.39417212e-01
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   -2.52180865e-02  -5.57747982e-02]
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   -1.83456170e-01  -3.83433220e-01]
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   -3.65939173e-01  -2.21632715e-01]
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   -8.96908240e-02  -1.35590051e-01]
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 [  3.61626504e-01   3.67020815e-01  -7.78459843e-02   3.14771602e-01
   -8.80259271e-01  -2.89112697e-01  -5.09998824e-01   1.77618461e-01
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 [  5.26571541e-02   1.15470216e-01   2.55904570e-01   2.51663993e-01
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   -1.86943885e-01   1.06402867e-01]
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   -1.50316934e-02  -8.51464309e-02]
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   -2.01220424e-02   1.73525819e-01]
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   -5.58817338e-02  -2.23351409e-02]
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 [  7.29720726e-02  -2.89117889e-01  -1.73192901e-01  -7.36687325e-02
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   -9.60521243e-02  -4.09835813e-02]
 [ -3.32544256e-01  -1.57518348e-02   2.06642617e-02  -3.85598947e-03
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   -6.63246261e-02   9.21543761e-02]
 [  1.64289876e-01  -1.26411507e-02  -2.24843765e-01  -4.25109733e-02
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 [  2.29376234e-01  -2.21290039e-01   7.15525433e-02   2.99297595e-03
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    1.31519733e-01  -1.49724161e-01]
 [ -9.79726841e-02  -8.68615671e-02   1.23941375e-01   1.17331645e-01
    2.50106548e-02  -1.17682202e-01   2.35732565e-01  -7.83519272e-02
    1.85166403e-01   7.20370344e-03]
 [ -6.64069875e-02  -2.45158898e-01   1.71023005e-01  -3.58400723e-01
   -3.12169235e-01   1.47357862e-01   1.57442143e-01  -1.27625186e-01
   -4.23227889e-02   1.50031839e-01]]
[[ 0.62738034]
 [ 1.80962862]
 [ 0.20923257]
 [ 0.90158253]
 [-2.84454006]
 [-0.30085351]
 [-1.84352177]
 [ 0.06806548]
 [ 0.69413555]
 [ 0.88147899]]
Progress: 57.4% ... Training loss: 0.256 ... Validation loss: 0.435[[  1.90348052e-01   3.58757414e-01  -9.38508049e-02   1.37960844e-01
   -4.28751891e-01  -7.90627876e-02  -1.39259740e-01   1.21089550e-01
   -2.51405417e-02   2.50304465e-01]
 [  1.04893496e-02   1.23552024e-01  -2.03015179e-02   4.47583099e-02
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    1.41887979e-01  -2.93646650e-02]
 [  2.23852064e-01   7.66911058e-01   1.60710036e-02  -3.49946307e-02
    8.43532622e-01  -2.93864720e-02  -1.02363204e+00  -4.07409245e-02
    8.03000022e-02   3.17021169e-01]
 [  6.48130056e-02  -4.55549856e-01  -1.84614470e-01   2.52575181e-01
   -6.35619531e-02   1.18763648e-01   2.64302805e-01   6.65196298e-02
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 [ -3.91459081e-02   5.10922752e-02  -1.49457195e-01   4.15435135e-02
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   -1.92924490e-01  -5.76514147e-02]
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   -4.72722415e-02  -5.34788477e-02]
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   -1.63158942e-01  -2.03437545e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.89293844e-01  -1.08463450e-01]
 [  8.64697802e-02  -2.32563197e-01  -2.82059682e-02   9.60803238e-02
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   -9.39476791e-02  -9.23958216e-03]
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   -7.71836839e-03  -1.71886215e-02   1.74742538e-01   1.19768937e-01
   -2.38416284e-02  -5.40563209e-02]
 [  1.22828536e-02  -1.46269549e-01  -2.92900826e-01  -5.09061843e-02
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   -1.83541443e-01  -3.83573678e-01]
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 [  9.89901475e-03  -5.41946228e-01  -4.47765899e-02  -1.08467364e-01
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   -3.66254270e-01  -2.22023481e-01]
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 [  3.61751651e-01   3.67721014e-01  -7.78004598e-02   3.14899514e-01
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 [  5.28173702e-02   1.15837900e-01   2.55962709e-01   2.51900634e-01
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   -1.86526541e-01   1.06941973e-01]
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   -5.50726240e-02  -2.14279841e-02]
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   -9.60854065e-02  -4.10366674e-02]
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    7.74643964e-02  -4.66268433e-02   4.11403386e-02  -1.34921644e-01
    1.30918485e-01  -1.50495187e-01]
 [ -9.81694653e-02  -8.75540034e-02   1.23851078e-01   1.16973456e-01
    2.50638790e-02  -1.17560680e-01   2.36113810e-01  -7.83780840e-02
    1.84885771e-01   6.85921327e-03]
 [ -6.55547506e-02  -2.42772734e-01   1.71298130e-01  -3.57148450e-01
   -3.17434883e-01   1.46926108e-01   1.55542808e-01  -1.27528323e-01
   -4.13754800e-02   1.51126301e-01]]
[[ 0.63051061]
 [ 1.81334904]
 [ 0.21232734]
 [ 0.90360467]
 [-2.84278009]
 [-0.29919161]
 [-1.84502809]
 [ 0.07085577]
 [ 0.69623873]
 [ 0.8851662 ]]
Progress: 57.4% ... Training loss: 0.257 ... Validation loss: 0.434[[  1.87346586e-01   3.52048412e-01  -9.48741356e-02   1.33546882e-01
   -4.19648848e-01  -7.75946005e-02  -1.32028275e-01   1.20745329e-01
   -2.83664119e-02   2.46507681e-01]
 [  1.09585966e-02   1.24445198e-01  -2.01170020e-02   4.55371397e-02
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    1.42464336e-01  -2.86836021e-02]
 [  2.23769577e-01   7.64809593e-01   1.59664564e-02  -3.55839465e-02
    8.49441077e-01  -2.92465933e-02  -1.02173457e+00  -4.07547268e-02
    8.01401487e-02   3.16872609e-01]
 [  6.54042892e-02  -4.54313129e-01  -1.84455319e-01   2.53412235e-01
   -6.49942834e-02   1.18588710e-01   2.63484180e-01   6.65546508e-02
    1.52712774e-01   3.38687758e-01]
 [ -3.79624717e-02   5.42597717e-02  -1.49030263e-01   4.33654974e-02
   -1.13806156e-01  -1.79096769e-01   1.30417228e-01  -1.15967110e-01
   -1.91803849e-01  -5.58200860e-02]
 [ -4.07111699e-01  -6.84600858e-01  -3.07032968e-01   1.32592490e-01
   -2.90326935e-01   4.59357278e-02   3.98124763e-01  -4.18349510e-02
   -4.78017770e-02  -5.41358288e-02]
 [ -3.40126344e-03  -2.95523521e-01   1.00482273e-02   9.10043958e-02
   -5.84322777e-02  -7.21765722e-02   1.80876510e-01  -1.92269144e-01
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 [  1.04659578e-01  -3.37239690e-01   2.79474881e-02  -8.21898679e-02
   -8.61473181e-02  -4.56997407e-02   9.18441192e-02   1.15147061e-01
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   -1.23472390e-01   6.78052959e-02  -6.02483267e-02  -3.02739048e-02
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 [  1.66371255e-02  -4.89670682e-01   6.52692529e-02  -6.24073217e-02
   -3.49200594e-01  -9.88124923e-02   2.27453069e-01  -1.16187352e-01
   -2.32490019e-02   4.03067547e-02]
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   -1.77725430e-01   7.22489962e-03   2.50692409e-01  -1.02308843e-01
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   -1.62412553e-01  -2.02551948e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.94188398e-01  -3.55132897e-01   9.10214661e-02   2.01729356e-01
   -1.75433935e-01  -5.93808636e-02   1.19552625e-01  -2.62612745e-01
   -2.89782835e-01  -1.09045361e-01]
 [  8.64533697e-02  -2.32346746e-01  -2.81960098e-02   9.61122752e-02
   -6.13200644e-02  -8.30830417e-02   2.83685440e-01   8.46877423e-04
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 [  3.11766998e-02  -1.41767062e-01  -2.12972029e-01   1.38975800e-01
   -7.43153528e-02   8.33234242e-02  -1.04516595e-02  -2.07612271e-02
   -9.38116976e-02  -9.13426947e-03]
 [ -1.16038549e-01  -9.23843766e-02  -1.99804501e-01   1.64914093e-01
   -1.81178237e-03   1.31870298e-01   2.71623121e-04  -2.50508656e-01
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 [ -5.39226890e-02  -6.11137766e-02   2.80911392e-01   1.21124267e-01
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 [  6.39493958e-02  -1.59072591e-02   8.80693516e-02   8.74446948e-02
   -3.88652816e-03  -1.67405333e-02   1.77133657e-01   1.19657963e-01
   -2.48936176e-02  -5.53322806e-02]
 [  1.29053923e-02  -1.44629581e-01  -2.92654800e-01  -4.99041555e-02
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 [  5.85443797e-02  -4.45302758e-02  -1.11950832e-01   6.37498809e-02
   -1.95176921e-01   3.15337010e-01   2.68961439e-01   2.05012908e-01
   -1.45480666e-01  -4.40274127e-02]
 [  9.14075816e-03  -9.88785957e-03   1.25023819e-01   1.18727291e-01
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   -1.32119539e-01  -3.30232318e-01   1.31861717e-01   8.17843081e-03
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   -1.83383760e-01  -3.83384386e-01]
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 [  1.00127624e-02  -5.41727805e-01  -4.47274878e-02  -1.08277350e-01
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   -3.66178944e-01  -2.22038037e-01]
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   -7.15452522e-02   8.50162917e-02]
 [ -3.02677724e-01  -4.95982255e-01   5.42993731e-02  -4.91867601e-02
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   -8.99430777e-02  -1.35917289e-01]
 [ -2.12727857e-01  -3.69222537e-01   2.49967992e-01  -2.46463143e-01
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   -2.60736331e-01  -2.92497505e-02]
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   -2.20508137e-02  -1.32692792e-01]
 [  9.16581901e-02   2.58092042e-01   1.56295578e-01  -1.18633275e-01
   -9.30574683e-02   5.89056021e-02  -1.51539768e-01   2.79949666e-01
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 [  3.61438862e-01   3.67900325e-01  -7.78848678e-02   3.14473804e-01
   -8.82817685e-01  -2.89014546e-01  -5.10442467e-01   1.77598284e-01
    4.00179909e-01  -7.52899084e-03]
 [  5.23937349e-02   1.15073905e-01   2.55823787e-01   2.51258175e-01
   -4.38066685e-02  -1.98995770e-01  -1.79957554e-01  -1.32732892e-01
   -1.33885642e-01  -2.84001761e-01]
 [  1.84448815e-02  -9.84208055e-02  -1.22133462e-01  -6.32833037e-02
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 [  4.49111962e-03  -4.60497760e-02  -6.70647809e-02  -5.01806846e-02
   -2.63159576e-02  -1.80700540e-01   6.60423392e-02   9.94231315e-03
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 [  3.09591642e-02   1.05912099e-01   2.43974282e-01   7.43053458e-02
   -2.21660841e-01  -1.37988572e-01   7.51709739e-02   3.91787487e-02
   -1.86508318e-01   1.06956807e-01]
 [  7.75172030e-02   6.74688231e-02   1.08078377e-01   9.64165505e-03
   -2.35638250e-01   6.53747556e-02   1.70703502e-02  -2.71250531e-01
   -1.49810213e-02  -8.50668902e-02]
 [ -6.91835456e-03   1.27375290e-01   8.51171252e-02  -3.15987938e-02
   -6.69876571e-02   1.78147630e-01   5.95948890e-02   1.17974849e-01
   -2.06607843e-02   1.72884741e-01]
 [  2.25459837e-01   1.01969006e-01   2.89500345e-02   8.00806892e-02
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   -5.47518710e-02  -2.10790939e-02]
 [  5.14016828e-02   5.52723907e-02   1.97773893e-02   5.07710341e-02
   -4.75964987e-01  -1.26532167e-01  -2.50114572e-01   4.15476220e-02
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 [  6.72463276e-02   5.03522837e-01   1.30798263e-01   4.54494905e-01
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 [  2.39677660e-01   3.23978432e-01   2.43657500e-01   1.40733400e-01
   -5.42274417e-01   8.38153435e-02  -2.15434399e-01   1.61256008e-01
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 [ -7.67826972e-02   2.42420271e-01   2.39875467e-01   1.21739664e-02
   -8.31729987e-02   1.32299624e-01  -1.11552516e-01  -1.55855206e-02
   -3.58832286e-02   4.67372951e-02]
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   -2.80606500e-01  -9.94964644e-02]
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   -2.11261179e-01   2.82208873e-02]
 [  6.36747115e-03  -4.39062136e-01  -1.29337874e-01  -1.66742090e-01
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   -1.69271239e-01  -2.26864386e-01]
 [  7.23812495e-02  -2.88839718e-01  -1.73348495e-01  -7.43010938e-02
   -2.14154850e-01  -2.73131373e-02   1.75650143e-01  -1.61175655e-01
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 [ -1.05760056e-01   2.33329170e-03   2.70088880e-01   1.75949246e-02
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   -9.57099983e-02  -4.06142202e-02]
 [ -3.30922741e-01  -1.19104596e-02   2.11991120e-02  -1.57237689e-03
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   -6.46017120e-02   9.43594623e-02]
 [  1.62657240e-01  -1.70090094e-02  -2.25396283e-01  -4.49870745e-02
    7.09099902e-02  -3.09860508e-01   7.09758204e-02  -1.64481217e-01
    2.41663925e-02  -1.56212145e-01]
 [  2.28412742e-01  -2.23707754e-01   7.12163759e-02   1.52272775e-03
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    1.30408978e-01  -1.51242756e-01]
 [ -9.89564019e-02  -8.93767357e-02   1.23596004e-01   1.15820575e-01
    2.85427646e-02  -1.17205874e-01   2.37876086e-01  -7.84682639e-02
    1.84015142e-01   5.76015587e-03]
 [ -6.58745142e-02  -2.43661632e-01   1.71164532e-01  -3.57688954e-01
   -3.17793936e-01   1.47142286e-01   1.56786371e-01  -1.27573657e-01
   -4.17321731e-02   1.50833410e-01]]
[[ 0.62110441]
 [ 1.80653396]
 [ 0.20494138]
 [ 0.89586134]
 [-2.84613325]
 [-0.30580719]
 [-1.85194884]
 [ 0.06409534]
 [ 0.68766671]
 [ 0.87739236]]
Progress: 57.5% ... Training loss: 0.256 ... Validation loss: 0.436[[  1.89834762e-01   3.58937465e-01  -9.40193665e-02   1.37291585e-01
   -4.25316458e-01  -7.88595481e-02  -1.38921321e-01   1.21013979e-01
   -2.56121941e-02   2.50130236e-01]
 [  1.10736413e-02   1.24774313e-01  -2.00810596e-02   4.56992326e-02
    7.69540399e-02  -6.18240057e-03   3.36898497e-01   4.06585961e-02
    1.42580494e-01  -2.85225865e-02]
 [  2.23219250e-01   7.63754582e-01   1.57609571e-02  -3.64217293e-02
    8.50126767e-01  -2.89641186e-02  -1.02161018e+00  -4.08165651e-02
    7.93615192e-02   3.16156875e-01]
 [  6.41265783e-02  -4.56848259e-01  -1.84834292e-01   2.51700464e-01
   -6.50037592e-02   1.19171745e-01   2.66286546e-01   6.64341333e-02
    1.51485188e-01   3.36957167e-01]
 [ -3.62128839e-02   5.88256133e-02  -1.48409768e-01   4.58601357e-02
   -1.16499562e-01  -1.79889200e-01   1.25485199e-01  -1.15774850e-01
   -1.89813825e-01  -5.29843369e-02]
 [ -4.06028621e-01  -6.81801232e-01  -3.06662332e-01   1.34244154e-01
   -2.92787333e-01   4.54012813e-02   3.95380026e-01  -4.17214260e-02
   -4.66459693e-02  -5.26708192e-02]
 [ -2.04276457e-03  -2.91611947e-01   1.05306672e-02   9.30500328e-02
   -6.33476462e-02  -7.28568294e-02   1.77332410e-01  -1.92115853e-01
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 [  1.04013388e-01  -3.38876947e-01   2.77281206e-02  -8.31035202e-02
   -8.38615201e-02  -4.54044964e-02   9.28622513e-02   1.15082073e-01
    7.45353974e-02  -2.72315175e-02]
 [ -1.78412290e-01  -2.10716865e-01  -3.02114854e-01  -2.03528226e-02
   -1.25814955e-01   6.76361610e-02  -6.16465367e-02  -3.02383934e-02
    2.71626688e-01  -1.33132811e-01]
 [  1.79066300e-02  -4.85791963e-01   6.57027537e-02  -6.05638348e-02
   -3.53367804e-01  -9.93901829e-02   2.23516454e-01  -1.16054663e-01
   -2.18844938e-02   4.21539051e-02]
 [ -7.82016155e-02  -1.69834546e-01   7.08386309e-03  -1.21711624e-01
   -1.79861663e-01   6.86922802e-03   2.48748332e-01  -1.02237129e-01
    4.41695532e-03  -1.01278424e-01]
 [ -1.25183411e-01  -2.67619217e-01  -6.92281632e-02   2.74934828e-02
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   -1.62075891e-01  -2.02097540e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.93840682e-01  -3.54499336e-01   9.11589755e-02   2.02338744e-01
   -1.76243098e-01  -5.95984357e-02   1.18886330e-01  -2.62568565e-01
   -2.89329754e-01  -1.08469253e-01]
 [  8.70779328e-02  -2.30787738e-01  -2.79745144e-02   9.70464549e-02
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[[ 0.62864386]
 [ 1.81096794]
 [ 0.2108195 ]
 [ 0.90392802]
 [-2.84286123]
 [-0.30002469]
 [-1.84183074]
 [ 0.06983842]
 [ 0.69558637]
 [ 0.88417205]]
Progress: 57.5% ... Training loss: 0.256 ... Validation loss: 0.435[[  1.87568911e-01   3.53302566e-01  -9.48289358e-02   1.33809118e-01
   -4.14368315e-01  -7.76660083e-02  -1.32508909e-01   1.20746618e-01
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   -8.86228476e-01  -2.89476771e-01  -5.13101319e-01   1.77708422e-01
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 [  5.17676445e-02   1.13572548e-01   2.55632680e-01   2.50347678e-01
   -4.15497597e-02  -1.98709777e-01  -1.78708759e-01  -1.32795253e-01
   -1.34587240e-01  -2.84861974e-01]
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   -2.65237837e-02  -1.80770819e-01   6.59355341e-02   9.96112182e-03
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 [  3.04901975e-02   1.04955556e-01   2.43826406e-01   7.36319408e-02
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   -1.87060729e-01   1.06333655e-01]
 [  7.78423546e-02   6.77906306e-02   1.08180296e-01   1.00690690e-02
   -2.35881508e-01   6.52146011e-02   1.66753760e-02  -2.71214931e-01
   -1.46455466e-02  -8.46329753e-02]
 [ -4.68218134e-03   1.33006136e-01   8.58865895e-02  -2.82664221e-02
   -7.56843897e-02   1.77020277e-01   5.41245700e-02   1.18216750e-01
   -1.81140349e-02   1.76068610e-01]
 [  2.25427152e-01   1.01588031e-01   2.89247643e-02   7.99729195e-02
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   -5.48414728e-02  -2.11591032e-02]
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 [  2.39573856e-01   3.24021109e-01   2.43623390e-01   1.40595757e-01
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 [  6.35950566e-03  -4.39188053e-01  -1.29341410e-01  -1.66774822e-01
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   -1.69317890e-01  -2.26943121e-01]
 [  7.56931791e-02  -2.80560660e-01  -1.72243257e-01  -6.93718493e-02
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 [ -1.05470829e-01   3.06921802e-03   2.70185639e-01   1.80598010e-02
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   -9.54342608e-02  -4.02906645e-02]
 [ -3.31388488e-01  -1.39750081e-02   2.10726551e-02  -2.15754781e-03
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   -6.50719657e-02   9.36184619e-02]
 [  1.62384966e-01  -1.73916971e-02  -2.25477307e-01  -4.53832444e-02
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    2.38124694e-02  -1.56554656e-01]
 [  2.27592167e-01  -2.26234337e-01   7.09237506e-02   2.32228764e-04
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    1.29422890e-01  -1.52402794e-01]
 [ -9.91749312e-02  -9.02908264e-02   1.23516897e-01   1.15440225e-01
    3.03532236e-02  -1.17118746e-01   2.38517422e-01  -7.84928211e-02
    1.83723809e-01   5.42125807e-03]
 [ -6.80229701e-02  -2.47793873e-01   1.70398193e-01  -3.61014761e-01
   -3.10612540e-01   1.48313874e-01   1.60889184e-01  -1.27840604e-01
   -4.43515152e-02   1.48138929e-01]]
[[ 0.61798516]
 [ 1.80288326]
 [ 0.20181903]
 [ 0.89598689]
 [-2.85268726]
 [-0.3073364 ]
 [-1.84956427]
 [ 0.06134785]
 [ 0.68704972]
 [ 0.87284528]]
Progress: 57.5% ... Training loss: 0.257 ... Validation loss: 0.438[[  1.90595684e-01   3.61146392e-01  -9.38388075e-02   1.37803168e-01
   -4.21643029e-01  -7.91383142e-02  -1.41425181e-01   1.21034908e-01
   -2.49725032e-02   2.51240356e-01]
 [  1.08927183e-02   1.24168572e-01  -2.01387571e-02   4.54416655e-02
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    1.42374744e-01  -2.88059678e-02]
 [  2.20271210e-01   7.57073966e-01   1.45887107e-02  -4.11629996e-02
    8.65032335e-01  -2.72241001e-02  -1.01490490e+00  -4.12006316e-02
    7.55514686e-02   3.11884045e-01]
 [  6.37536729e-02  -4.59745503e-01  -1.84898557e-01   2.51366708e-01
   -6.35712387e-02   1.19424203e-01   2.70573916e-01   6.64228360e-02
    1.51516606e-01   3.36517858e-01]
 [ -3.79203576e-02   5.43673027e-02  -1.48957211e-01   4.33984618e-02
   -1.16512817e-01  -1.79129605e-01   1.30080816e-01  -1.15949459e-01
   -1.91883050e-01  -5.54578296e-02]
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   -4.51581431e-02  -5.08992980e-02]
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   -7.59420450e-02  -4.44609418e-02   9.77649406e-02   1.14873644e-01
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   -1.30897048e-01   6.73467080e-02  -6.38442413e-02  -3.01696938e-02
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 [  1.92140839e-02  -4.82114909e-01   6.60147141e-02  -5.90709022e-02
   -3.57238937e-01  -9.99648463e-02   2.19154734e-01  -1.15975298e-01
   -2.07449559e-02   4.39244651e-02]
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   -1.79334021e-01   6.87614049e-03   2.48953669e-01  -1.02241791e-01
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   -1.62382633e-01  -2.02467580e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.93599807e-01  -3.53981076e-01   9.12713498e-02   2.02773110e-01
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   -2.88949955e-01  -1.08018402e-01]
 [  8.74063985e-02  -2.30629468e-01  -2.78832122e-02   9.74001643e-02
   -6.36622868e-02  -8.35322655e-02   2.81753786e-01   9.41639844e-04
    1.15594626e-02  -1.68798372e-02]
 [  3.21781838e-02  -1.39617175e-01  -2.12661668e-01   1.40261716e-01
   -7.52787433e-02   8.27974129e-02  -1.31596874e-02  -2.06629526e-02
   -9.27535288e-02  -7.80778871e-03]
 [ -1.14831393e-01  -8.88128110e-02  -1.99434529e-01   1.66601438e-01
   -6.65221155e-03   1.31292724e-01  -3.59123522e-03  -2.50406862e-01
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 [ -5.28077947e-02  -5.84009767e-02   2.81299198e-01   1.22623874e-01
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 [  6.31985993e-02  -1.81058965e-02   8.77725431e-02   8.62034140e-02
   -9.91449324e-04  -1.63683780e-02   1.78709419e-01   1.19565450e-01
   -2.58410975e-02  -5.64031281e-02]
 [  1.21186594e-02  -1.46055206e-01  -2.92945268e-01  -5.10250527e-02
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    1.08404031e-01  -3.19986358e-02]
 [  5.76285742e-02  -4.73629767e-02  -1.12265326e-01   6.23453741e-02
   -1.91095916e-01   3.15819887e-01   2.71632018e-01   2.04909904e-01
   -1.46542224e-01  -4.50540955e-02]
 [  9.86026620e-03  -8.24709313e-03   1.25246938e-01   1.19745249e-01
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 [  1.11295792e-01   7.83843426e-02  -4.36754857e-02  -9.69988057e-02
   -1.35300763e-01  -3.30442670e-01   1.30052428e-01   8.22445791e-03
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   -1.58952948e-02   3.24035263e-02]
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   -1.83292684e-01  -3.83361991e-01]
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 [  1.03874314e-02  -5.41363512e-01  -4.46237595e-02  -1.07790116e-01
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   -3.65777922e-01  -2.21517575e-01]
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   -7.22628746e-02   8.42203158e-02]
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   -9.06583499e-02  -1.36701392e-01]
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   -2.60472170e-01  -2.89289676e-02]
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   -2.20537964e-02  -1.32624342e-01]
 [  9.13054854e-02   2.57871876e-01   1.56160617e-01  -1.19210501e-01
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 [  3.62662453e-01   3.71109544e-01  -7.74102410e-02   3.16323420e-01
   -8.85410958e-01  -2.89633926e-01  -5.13713579e-01   1.77743500e-01
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 [  5.22303675e-02   1.14407035e-01   2.55794790e-01   2.50891977e-01
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   -1.34074606e-01  -2.84216652e-01]
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 [  4.65048866e-03  -4.55584961e-02  -6.70187343e-02  -5.00425662e-02
   -2.60760363e-02  -1.80787238e-01   6.55174994e-02   9.96023144e-03
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 [  3.16053225e-02   1.08258911e-01   2.44176649e-01   7.52128982e-02
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   -1.85843159e-01   1.07881782e-01]
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   -1.51827951e-02  -8.53327749e-02]
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   -1.82901483e-02   1.75840867e-01]
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   -5.46635065e-02  -2.09367115e-02]
 [  5.20344904e-02   5.69196726e-02   1.99646310e-02   5.16153092e-02
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 [  6.72399698e-02   5.03386037e-01   1.30768316e-01   4.54390018e-01
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   -2.81258982e-01  -1.00286115e-01]
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   -2.11236868e-01   2.82420103e-02]
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   -1.69060702e-01  -2.26625235e-01]
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   -9.40462312e-02  -3.85322156e-02]
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   -6.42414253e-02   9.46193331e-02]
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    7.06481176e-02  -3.09917582e-01   6.99483625e-02  -1.64469359e-01
    2.41119292e-02  -1.56075834e-01]
 [  2.27761046e-01  -2.26098205e-01   7.09704585e-02   4.39878267e-04
    8.43849320e-02  -4.60853901e-02   4.45848954e-02  -1.35056976e-01
    1.29578464e-01  -1.52198906e-01]
 [ -9.83673484e-02  -8.82660064e-02   1.23777264e-01   1.16394967e-01
    2.75485191e-02  -1.17526543e-01   2.36138910e-01  -7.84132865e-02
    1.84552213e-01   6.45983391e-03]
 [ -6.67645575e-02  -2.44046567e-01   1.70786402e-01  -3.59271499e-01
   -3.15524324e-01   1.47727783e-01   1.56461088e-01  -1.27726421e-01
   -4.29861178e-02   1.49818321e-01]]
[[ 0.62863886]
 [ 1.81108563]
 [ 0.21412492]
 [ 0.90849775]
 [-2.84641263]
 [-0.29695823]
 [-1.83570214]
 [ 0.07139314]
 [ 0.69845691]
 [ 0.88524498]]
Progress: 57.6% ... Training loss: 0.256 ... Validation loss: 0.438[[  1.86648514e-01   3.52212440e-01  -9.52412781e-02   1.31837248e-01
   -4.05022548e-01  -7.72457940e-02  -1.31868850e-01   1.20568742e-01
   -2.96706396e-02   2.45696921e-01]
 [  1.08764630e-02   1.24147024e-01  -2.01459711e-02   4.54112073e-02
    7.73115739e-02  -6.08855740e-03   3.37528381e-01   4.06387773e-02
    1.42353773e-01  -2.88277517e-02]
 [  2.16519571e-01   7.47512509e-01   1.30988140e-02  -4.74815053e-02
    8.85789737e-01  -2.53003648e-02  -1.00900390e+00  -4.17080386e-02
    7.04849209e-02   3.06054386e-01]
 [  6.59502461e-02  -4.55612938e-01  -1.83999402e-01   2.55312515e-01
   -7.20585101e-02   1.18323784e-01   2.67082871e-01   6.67149237e-02
    1.54039699e-01   3.39518939e-01]
 [ -3.93929221e-02   4.91942111e-02  -1.49587950e-01   4.06604120e-02
   -1.07706141e-01  -1.78352730e-01   1.35355717e-01  -1.16160589e-01
   -1.93583769e-01  -5.79051652e-02]
 [ -4.05503768e-01  -6.81628097e-01  -3.06491400e-01   1.34824342e-01
   -2.94010550e-01   4.50563255e-02   3.94701652e-01  -4.16724238e-02
   -4.59378455e-02  -5.18010323e-02]
 [ -3.15972226e-03  -2.94712507e-01   1.00848617e-02   9.13167870e-02
   -5.89622868e-02  -7.22985750e-02   1.79494398e-01  -1.92277972e-01
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 [  9.99837733e-02  -3.48590870e-01   2.62326894e-02  -8.95403643e-02
   -6.55552442e-02  -4.33280985e-02   1.01368734e-01   1.14573575e-01
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 [ -1.77870047e-01  -2.09223547e-01  -3.01923109e-01  -1.94910375e-02
   -1.31665266e-01   6.73748459e-02  -6.35598305e-02  -3.01846190e-02
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 [  1.47535779e-02  -4.91358208e-01   6.44253913e-02  -6.60046840e-02
   -3.40023100e-01  -9.77998655e-02   2.27574478e-01  -1.16517796e-01
   -2.59684388e-02   3.76222908e-02]
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   -1.79175638e-01   7.08937949e-03   2.50872830e-01  -1.02298029e-01
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   -1.62511605e-01  -2.02467445e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.93867300e-01  -3.54577333e-01   9.11934203e-02   2.02389550e-01
   -1.77173851e-01  -5.96700434e-02   1.19073705e-01  -2.62559432e-01
   -2.89191136e-01  -1.08309506e-01]
 [  8.74518894e-02  -2.30378993e-01  -2.78648625e-02   9.74566996e-02
   -6.37302348e-02  -8.35455786e-02   2.81585410e-01   9.45530085e-04
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 [  3.08779460e-02  -1.42982853e-01  -2.13102056e-01   1.38344815e-01
   -7.10434187e-02   8.34356001e-02  -9.84013412e-03  -2.08110734e-02
   -9.41915320e-02  -9.47216898e-03]
 [ -1.15252628e-01  -8.98290266e-02  -1.99576803e-01   1.66101816e-01
   -5.49299111e-03   1.31479256e-01  -2.48762279e-03  -2.50451010e-01
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 [ -5.34394213e-02  -6.06008348e-02   2.81066336e-01   1.21791455e-01
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    9.34718464e-02   6.56670015e-02]
 [  6.27930907e-02  -1.89326382e-02   8.76152057e-02   8.54632539e-02
    3.98518492e-04  -1.61419686e-02   1.79131963e-01   1.19507066e-01
   -2.63951284e-02  -5.70275116e-02]
 [  1.10561071e-02  -1.48078100e-01  -2.93330193e-01  -5.26472417e-02
    3.12877016e-02  -9.24954718e-02   9.10571132e-02   1.62139766e-01
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 [  5.62535307e-02  -5.11002926e-02  -1.12759512e-01   6.01719681e-02
   -1.85108490e-01   3.16503780e-01   2.75334510e-01   2.04739439e-01
   -1.48291056e-01  -4.70995861e-02]
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   -1.34806816e-01  -3.30359405e-01   1.30798745e-01   8.19846839e-03
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   -1.84027880e-01  -3.84268977e-01]
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    2.76214459e-02  -3.92235785e-01]
 [  1.00204715e-02  -5.41902384e-01  -4.47513040e-02  -1.08336873e-01
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   -3.66189026e-01  -2.22010318e-01]
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   -7.23331542e-02   8.41471302e-02]
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   -9.07722873e-02  -1.36746453e-01]
 [ -2.12707170e-01  -3.69741620e-01   2.49985759e-01  -2.46328579e-01
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   -2.60668857e-01  -2.91901533e-02]
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   -2.19030196e-02  -1.32419992e-01]
 [  9.14943327e-02   2.58767243e-01   1.56245471e-01  -1.18879296e-01
   -9.37525265e-02   5.89920661e-02  -1.52005346e-01   2.79937262e-01
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 [  3.61598639e-01   3.68070668e-01  -7.77954529e-02   3.14608172e-01
   -8.81434608e-01  -2.89115595e-01  -5.11207241e-01   1.77604967e-01
    4.00677871e-01  -7.09600753e-03]
 [  5.26341235e-02   1.15250731e-01   2.55935194e-01   2.51457979e-01
   -4.45372089e-02  -1.99121789e-01  -1.80539802e-01  -1.32703626e-01
   -1.33612751e-01  -2.83652702e-01]
 [  1.89832245e-02  -9.71807040e-02  -1.21954488e-01  -6.24726304e-02
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 [  5.01831721e-03  -4.42323053e-02  -6.68978085e-02  -4.94814671e-02
   -2.78539836e-02  -1.80961744e-01   6.41028235e-02   1.00009408e-02
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 [  3.04736099e-02   1.05280963e-01   2.43781360e-01   7.34935113e-02
   -2.18697276e-01  -1.37747913e-01   7.56666496e-02   3.90879428e-02
   -1.87136552e-01   1.06250411e-01]
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   -2.35215051e-01   6.52716701e-02   1.61958122e-02  -2.71224985e-01
   -1.48042409e-02  -8.49172826e-02]
 [ -5.13173170e-03   1.31614427e-01   8.57060932e-02  -2.89890234e-02
   -7.44138541e-02   1.77238029e-01   5.52312345e-02   1.18169665e-01
   -1.85778532e-02   1.75637366e-01]
 [  2.24968081e-01   1.00482908e-01   2.87226527e-02   7.90632141e-02
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   -5.55019019e-02  -2.19151934e-02]
 [  5.18607353e-02   5.64491318e-02   1.99094705e-02   5.13684930e-02
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 [  6.64683207e-02   5.02104444e-01   1.30499939e-01   4.53372132e-01
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 [  2.39955532e-01   3.25553300e-01   2.43785527e-01   1.41341489e-01
   -5.45610491e-01   8.36223728e-02  -2.16448066e-01   1.61305695e-01
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   -3.51715590e-02   4.76369767e-02]
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   -2.81813662e-01  -1.00962548e-01]
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   -2.11209654e-01   2.82769401e-02]
 [  6.37553067e-03  -4.39174155e-01  -1.29342134e-01  -1.66755109e-01
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   -1.69307746e-01  -2.26940684e-01]
 [  7.43054976e-02  -2.83513666e-01  -1.72774236e-01  -7.16647855e-02
   -2.26084435e-01  -2.81284237e-02   1.71217761e-01  -1.61003512e-01
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 [ -1.05016558e-01   3.38182558e-03   2.70373061e-01   1.88288106e-02
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   -9.47769133e-02  -3.94805095e-02]
 [ -3.32567124e-01  -1.72673960e-02   2.06812836e-02  -3.83488704e-03
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   -6.63337895e-02   9.20807302e-02]
 [  1.62145067e-01  -1.78886196e-02  -2.25601203e-01  -4.58548963e-02
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    2.33424240e-02  -1.56997823e-01]
 [  2.27992598e-01  -2.24716217e-01   7.10702605e-02   9.42529515e-04
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    1.29807773e-01  -1.51640068e-01]
 [ -9.88196069e-02  -8.94678661e-02   1.23622646e-01   1.15794622e-01
    2.90600841e-02  -1.17296995e-01   2.37483342e-01  -7.84656413e-02
    1.84071952e-01   5.84136201e-03]
 [ -6.80050304e-02  -2.47234492e-01   1.70332499e-01  -3.61273614e-01
   -3.11941903e-01   1.48323317e-01   1.58740610e-01  -1.27878474e-01
   -4.43453005e-02   1.48193499e-01]]
[[ 0.60934429]
 [ 1.79200915]
 [ 0.19731174]
 [ 0.89081909]
 [-2.86083304]
 [-0.31090299]
 [-1.85058371]
 [ 0.05392061]
 [ 0.68174761]
 [ 0.86495047]]
Progress: 57.6% ... Training loss: 0.264 ... Validation loss: 0.444[[  1.90797948e-01   3.61475679e-01  -9.37933489e-02   1.38277519e-01
   -4.19809927e-01  -7.94254105e-02  -1.40500219e-01   1.20962594e-01
   -2.47909389e-02   2.51338813e-01]
 [  1.10151469e-02   1.24435559e-01  -2.01010152e-02   4.55980290e-02
    7.67827069e-02  -6.16120778e-03   3.37085214e-01   4.06498542e-02
    1.42511277e-01  -2.86567870e-02]
 [  2.18613632e-01   7.54156352e-01   1.38445950e-02  -4.38935781e-02
    8.65212995e-01  -2.64885361e-02  -1.01379630e+00  -4.14954846e-02
    7.31761826e-02   3.09379088e-01]
 [  6.22749058e-02  -4.65529553e-01  -1.85274042e-01   2.50171052e-01
   -6.18791957e-02   1.20272091e-01   2.75698751e-01   6.63759795e-02
    1.50100102e-01   3.34800433e-01]
 [ -3.91567373e-02   4.95432397e-02  -1.49484343e-01   4.09155720e-02
   -1.10142520e-01  -1.78409578e-01   1.34973983e-01  -1.16129123e-01
   -1.93612490e-01  -5.80610082e-02]
 [ -4.04421422e-01  -6.79933749e-01  -3.06106770e-01   1.36483434e-01
   -2.95062964e-01   4.45068150e-02   3.92881581e-01  -4.15727545e-02
   -4.46666557e-02  -5.03968661e-02]
 [ -5.81596966e-04  -2.89198158e-01   1.09540164e-02   9.52124067e-02
   -7.09629394e-02  -7.36164725e-02   1.73119661e-01  -1.92037721e-01
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 [  1.01354777e-01  -3.45473161e-01   2.67380023e-02  -8.72887688e-02
   -7.33585569e-02  -4.40605536e-02   9.97187462e-02   1.14709534e-01
    7.11336422e-02  -3.08868156e-02]
 [ -1.76497708e-01  -2.05867719e-01  -3.01497094e-01  -1.73803337e-02
   -1.38128713e-01   6.66805078e-02  -6.74558567e-02  -3.00635628e-02
    2.74326519e-01  -1.30308025e-01]
 [  2.00228395e-02  -4.78605166e-01   6.62251718e-02  -5.80963177e-02
   -3.60906227e-01  -1.00529154e-01   2.15258015e-01  -1.16026533e-01
   -1.99809618e-02   4.47694290e-02]
 [ -7.76691885e-02  -1.72446009e-01   7.27512408e-03  -1.20846720e-01
   -1.83451946e-01   6.58496789e-03   2.49671320e-01  -1.02211062e-01
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   -1.62394502e-01  -2.02301124e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
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[[ 0.63315848]
 [ 1.81337786]
 [ 0.22043381]
 [ 0.91273278]
 [-2.84229287]
 [-0.29322529]
 [-1.82931694]
 [ 0.07510426]
 [ 0.70534923]
 [ 0.88816775]]
Progress: 57.7% ... Training loss: 0.259 ... Validation loss: 0.444[[  1.88295452e-01   3.56277564e-01  -9.46940903e-02   1.34523453e-01
   -4.11602582e-01  -7.81829160e-02  -1.34523600e-01   1.20640072e-01
   -2.77061918e-02   2.47919968e-01]
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 [  2.17781535e-01   7.50656754e-01   1.34298183e-02  -4.54063338e-02
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    7.20580177e-02   3.08416542e-01]
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 [ -4.02140454e-02   4.72538961e-02  -1.49817480e-01   3.93844180e-02
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   -1.63615647e-01  -2.03896391e-01]
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   -8.82343107e-01  -2.89325461e-01  -5.10953126e-01   1.77635350e-01
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 [  5.30997531e-02   1.16298213e-01   2.56099983e-01   2.52157296e-01
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   -1.87131395e-01   1.06278232e-01]
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   -1.47728068e-02  -8.48546122e-02]
 [ -4.37901520e-03   1.34011031e-01   8.59379633e-02  -2.79276363e-02
   -7.80475418e-02   1.76850684e-01   5.28413033e-02   1.18228782e-01
   -1.77313900e-02   1.76539189e-01]
 [  2.25016418e-01   1.00936157e-01   2.87533208e-02   7.92388396e-02
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   -5.53780329e-02  -2.17583806e-02]
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 [  2.39835994e-01   3.25508255e-01   2.43733860e-01   1.41231577e-01
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 [  7.34567505e-02  -2.84506127e-01  -1.73098754e-01  -7.28638381e-02
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 [ -1.04127111e-01   4.23667226e-03   2.70641280e-01   2.01894230e-02
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   -9.37465083e-02  -3.83535639e-02]
 [ -3.32114017e-01  -1.60224765e-02   2.08144980e-02  -3.11071155e-03
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   -6.58928105e-02   9.26084580e-02]
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 [  2.29206981e-01  -2.23890349e-01   7.14852212e-02   2.78419521e-03
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    1.31226107e-01  -1.49982116e-01]
 [ -1.00272817e-01  -9.27776850e-02   1.23114747e-01   1.13827677e-01
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    1.82684465e-01   3.90279089e-03]
 [ -6.76137734e-02  -2.46082895e-01   1.70454221e-01  -3.60657997e-01
   -3.15717863e-01   1.48091337e-01   1.57759980e-01  -1.27855684e-01
   -4.38862031e-02   1.48728085e-01]]
[[ 0.61549935]
 [ 1.80141528]
 [ 0.20602401]
 [ 0.89411172]
 [-2.85276962]
 [-0.31003275]
 [-1.84874241]
 [ 0.05863911]
 [ 0.68748371]
 [ 0.86976843]]
Progress: 57.8% ... Training loss: 0.258 ... Validation loss: 0.437[[  1.91479280e-01   3.65190251e-01  -9.35260584e-02   1.39182900e-01
   -4.21551892e-01  -7.98203161e-02  -1.42478921e-01   1.20973452e-01
   -2.42205813e-02   2.52475383e-01]
 [  1.10412042e-02   1.24197263e-01  -2.00875114e-02   4.56295419e-02
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 [  2.19673818e-01   7.55544709e-01   1.41137042e-02  -4.25726346e-02
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    7.40866084e-02   3.11193372e-01]
 [  5.98895908e-02  -4.72792800e-01  -1.86132580e-01   2.46715617e-01
   -5.55549650e-02   1.21502501e-01   2.83999994e-01   6.60955352e-02
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 [ -3.94872712e-02   4.82896988e-02  -1.49498868e-01   4.06568730e-02
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   -1.93878110e-01  -5.85684427e-02]
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   -4.62060875e-02  -5.24061187e-02]
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   -1.47914049e-01   6.53650674e-02  -7.40095095e-02  -2.97939003e-02
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   -1.63141456e-01  -2.03232511e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -1.79058131e-01  -6.02948224e-02   1.16685019e-01  -2.62445632e-01
   -2.87750579e-01  -1.06850458e-01]
 [  8.65564163e-02  -2.31853527e-01  -2.81689940e-02   9.62268067e-02
   -6.22788809e-02  -8.31296955e-02   2.83129753e-01   8.44861690e-04
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 [  3.02635443e-02  -1.44311673e-01  -2.13326080e-01   1.37379416e-01
   -6.94121256e-02   8.37015444e-02  -8.42752154e-03  -2.08888974e-02
   -9.48736240e-02  -1.02987231e-02]
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 [  6.42420956e-02  -1.53165178e-02   8.80865566e-02   8.76111943e-02
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   -2.47659633e-02  -5.50036092e-02]
 [  1.16408423e-02  -1.45797825e-01  -2.93106090e-01  -5.13851287e-02
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 [  5.50208150e-02  -5.57308800e-02  -1.13209132e-01   5.83049981e-02
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   -1.83519993e-01  -3.83642865e-01]
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 [  1.02186469e-02  -5.42444009e-01  -4.46873794e-02  -1.08104407e-01
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   -3.65988496e-01  -2.21777934e-01]
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   -9.04172775e-02  -1.36234478e-01]
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   -2.60338242e-01  -2.87043379e-02]
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 [  3.63170837e-01   3.72819986e-01  -7.71880480e-02   3.17152876e-01
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 [  5.31598024e-02   1.16587993e-01   2.56120817e-01   2.52232350e-01
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   -1.55379838e-02  -8.57760856e-02]
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   -1.72297464e-02   1.77172684e-01]
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   -5.56585547e-02  -2.21219690e-02]
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   -2.11388498e-01   2.80354980e-02]
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   -1.69250116e-01  -2.26877086e-01]
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   -9.31590700e-02  -3.75818678e-02]
 [ -3.31223147e-01  -1.37173102e-02   2.11444433e-02  -1.75656346e-03
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   -6.48059476e-02   9.39590720e-02]
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    2.42213408e-02  -1.55850113e-01]
 [  2.30101557e-01  -2.21561875e-01   7.17970156e-02   4.07535790e-03
    7.83544778e-02  -4.73197798e-02   4.03104744e-02  -1.34829116e-01
    1.32220033e-01  -1.48866702e-01]
 [ -9.85833715e-02  -8.90029044e-02   1.23690022e-01   1.16203163e-01
    2.70150307e-02  -1.17402042e-01   2.36685869e-01  -7.84634118e-02
    1.84255359e-01   6.18200392e-03]
 [ -6.73060150e-02  -2.44492731e-01   1.70522771e-01  -3.60369801e-01
   -3.17937231e-01   1.47982438e-01   1.56642699e-01  -1.27834473e-01
   -4.36117796e-02   1.49189450e-01]]
[[ 0.63184588]
 [ 1.81973577]
 [ 0.22188835]
 [ 0.91215004]
 [-2.84662746]
 [-0.29783778]
 [-1.83826944]
 [ 0.07391035]
 [ 0.70652904]
 [ 0.88826562]]
Progress: 57.8% ... Training loss: 0.259 ... Validation loss: 0.443[[  1.89012709e-01   3.60814891e-01  -9.43550754e-02   1.35725210e-01
   -4.10828987e-01  -7.86113748e-02  -1.37121680e-01   1.20673078e-01
   -2.69791839e-02   2.49111361e-01]
 [  1.08621648e-02   1.23757456e-01  -2.01560726e-02   4.53428812e-02
    7.70516541e-02  -6.07936023e-03   3.37603774e-01   4.06332453e-02
    1.42318144e-01  -2.88736424e-02]
 [  2.16947209e-01   7.49228653e-01   1.30827067e-02  -4.70351831e-02
    8.79398448e-01  -2.56741726e-02  -1.01119595e+00  -4.17683130e-02
    7.10339157e-02   3.07012607e-01]
 [  6.27544888e-02  -4.65727461e-01  -1.85141798e-01   2.50928199e-01
   -6.88569905e-02   1.20198088e-01   2.78065392e-01   6.64412643e-02
    1.50310282e-01   3.35518836e-01]
 [ -3.74069817e-02   5.35538130e-02  -1.48653288e-01   4.39213853e-02
   -1.15569194e-01  -1.79485472e-01   1.30903934e-01  -1.15894898e-01
   -1.91040647e-01  -5.53584117e-02]
 [ -4.06102786e-01  -6.81914455e-01  -3.06656400e-01   1.34196149e-01
   -2.92648427e-01   4.52710890e-02   3.95768609e-01  -4.17795943e-02
   -4.65500356e-02  -5.27774261e-02]
 [ -3.57124186e-04  -2.88538844e-01   1.10247347e-02   9.56972136e-02
   -7.22322040e-02  -7.37939364e-02   1.72444280e-01  -1.92034539e-01
    2.05028547e-01   5.67129071e-02]
 [  9.78960789e-02  -3.53381533e-01   2.54319162e-02  -9.26411809e-02
   -5.92891826e-02  -4.23744372e-02   1.07009227e-01   1.14262589e-01
    6.70997146e-02  -3.54635400e-02]
 [ -1.75008627e-01  -2.02706183e-01  -3.00998344e-01  -1.53160324e-02
   -1.43072827e-01   6.59800824e-02  -7.05862352e-02  -2.99467271e-02
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 [  1.60604971e-02  -4.85581808e-01   6.47278910e-02  -6.42417310e-02
   -3.46349898e-01  -9.85894806e-02   2.22719637e-01  -1.16569367e-01
   -2.45661929e-02   3.93159742e-02]
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   -1.89653683e-01   5.80346305e-03   2.45771102e-01  -1.02078220e-01
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   -1.63407732e-01  -2.03434833e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.92477744e-01  -3.51143900e-01   9.17187300e-02   2.04541606e-01
   -1.79516081e-01  -6.03743530e-02   1.15792935e-01  -2.62421707e-01
   -2.87544242e-01  -1.06514637e-01]
 [  8.61258313e-02  -2.33083209e-01  -2.83263564e-02   9.55920843e-02
   -6.05031894e-02  -8.29413749e-02   2.84341936e-01   7.91062495e-04
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 [  2.96427406e-02  -1.45510966e-01  -2.13537512e-01   1.36463783e-01
   -6.72730246e-02   8.39861645e-02  -7.08533052e-03  -2.09633253e-02
   -9.55618206e-02  -1.10925830e-02]
 [ -1.16501101e-01  -9.32508604e-02  -1.99980977e-01   1.64625171e-01
   -1.14321250e-03   1.32076648e-01   1.03591785e-03  -2.50586938e-01
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 [ -5.04973827e-02  -5.31770106e-02   2.82059193e-01   1.26005062e-01
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 [  6.42678180e-02  -1.51324794e-02   8.80911886e-02   8.75992491e-02
   -6.22713413e-03  -1.69228398e-02   1.74533797e-01   1.19623851e-01
   -2.47531853e-02  -5.50056149e-02]
 [  1.07101341e-02  -1.47997172e-01  -2.93458469e-01  -5.28291209e-02
    3.03669795e-02  -9.24334291e-02   9.13034247e-02   1.62088372e-01
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 [  5.45010619e-02  -5.69339475e-02  -1.13408056e-01   5.74620430e-02
   -1.78444198e-01   3.17387362e-01   2.80975265e-01   2.04500738e-01
   -1.50378797e-01  -4.95692949e-02]
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 [  1.12512714e-01   8.08355787e-02  -4.33036778e-02  -9.52987067e-02
   -1.40183728e-01  -3.31032689e-01   1.27187891e-01   8.31805907e-03
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   -1.65490734e-02   3.16397685e-02]
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   -1.83903140e-01  -3.84123072e-01]
 [ -1.99040198e-02  -4.87498938e-01  -3.23710235e-02  -7.71367274e-02
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    2.66689607e-02  -3.93390502e-01]
 [  9.98355433e-03  -5.42512993e-01  -4.47608967e-02  -1.08414261e-01
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   -3.66240671e-01  -2.22098801e-01]
 [ -1.78073988e-01  -6.72270448e-01  -1.21286973e-02  -2.09260562e-01
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   -7.25614347e-02   8.38681809e-02]
 [ -3.03485727e-01  -4.99023059e-01   5.40186039e-02  -5.02674749e-02
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   -9.08447769e-02  -1.36778356e-01]
 [ -2.12365846e-01  -3.69049908e-01   2.50124732e-01  -2.45747086e-01
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   -2.60247594e-01  -2.85915104e-02]
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   -2.12246978e-02  -1.31577938e-01]
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   -9.20755815e-02   5.90907165e-02  -1.50980597e-01   2.79880200e-01
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 [  3.63426112e-01   3.73031829e-01  -7.71125350e-02   3.17467643e-01
   -8.87902759e-01  -2.89999170e-01  -5.15597256e-01   1.77776766e-01
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 [  5.33769406e-02   1.17698887e-01   2.56195445e-01   2.52555948e-01
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   -1.32786279e-01  -2.82803593e-01]
 [  1.82212250e-02  -9.90001213e-02  -1.22237966e-01  -6.36480762e-02
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 [  5.85360228e-03  -4.15726220e-02  -6.66371003e-02  -4.83788074e-02
   -3.19567627e-02  -1.81346291e-01   6.13935461e-02   1.00831126e-02
    3.83871892e-02   6.14143337e-03]
 [  3.02850480e-02   1.04625621e-01   2.43695984e-01   7.31492093e-02
   -2.17443752e-01  -1.37672276e-01   7.62478335e-02   3.90661696e-02
   -1.87380081e-01   1.05959842e-01]
 [  7.67187370e-02   6.51056637e-02   1.07777592e-01   8.21541969e-03
   -2.30420337e-01   6.58116254e-02   1.92630513e-02  -2.71332729e-01
   -1.60692891e-02  -8.64232976e-02]
 [ -4.48804860e-03   1.34268317e-01   8.58927144e-02  -2.81045496e-02
   -7.77330448e-02   1.76879434e-01   5.25217758e-02   1.18204948e-01
   -1.79007681e-02   1.76342570e-01]
 [  2.24441818e-01   9.92407034e-02   2.85457154e-02   7.83190185e-02
    8.12864481e-03  -2.54519395e-02  -2.19663924e-01   1.48059843e-01
   -5.60521506e-02  -2.26223052e-02]
 [  5.32134006e-02   6.13264280e-02   2.03713581e-02   5.34805720e-02
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 [  6.63076507e-02   5.01627344e-01   1.30440770e-01   4.53335208e-01
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 [  1.82516851e-01   5.01244764e-01   7.01950503e-02   4.44257512e-01
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 [  2.39828663e-01   3.26125218e-01   2.43745132e-01   1.41322100e-01
   -5.47491199e-01   8.36106232e-02  -2.16564515e-01   1.61285186e-01
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 [ -7.65154474e-02   2.43797464e-01   2.39937201e-01   1.25292791e-02
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   -3.56138353e-02   4.71262466e-02]
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   -2.81274410e-01  -1.00308146e-01]
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   -2.12052174e-01   2.72009213e-02]
 [  6.23649138e-03  -4.39964311e-01  -1.29397873e-01  -1.66987430e-01
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   -1.69490761e-01  -2.27197476e-01]
 [  7.45933110e-02  -2.80042904e-01  -1.72693156e-01  -7.11254678e-02
   -2.32975021e-01  -2.81824693e-02   1.69006236e-01  -1.61027323e-01
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 [ -1.03213495e-01   6.33285861e-03   2.70977487e-01   2.15222921e-02
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   -9.26966709e-02  -3.71000322e-02]
 [ -3.31623177e-01  -1.44704474e-02   2.10033614e-02  -2.32916492e-03
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   -6.52051720e-02   9.34733284e-02]
 [  1.61898536e-01  -1.92788987e-02  -2.25666206e-01  -4.60472141e-02
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    2.30113875e-02  -1.57251566e-01]
 [  2.29606680e-01  -2.23116747e-01   7.16047842e-02   3.29528239e-03
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    1.31591267e-01  -1.49649008e-01]
 [ -9.94752410e-02  -9.05942964e-02   1.23374934e-01   1.14832380e-01
    3.21774018e-02  -1.16960275e-01   2.38149978e-01  -7.85791564e-02
    1.83288365e-01   4.96230174e-03]
 [ -6.87744656e-02  -2.47921990e-01   1.70001971e-01  -3.62383907e-01
   -3.12970420e-01   1.48677494e-01   1.60651452e-01  -1.28006593e-01
   -4.52732333e-02   1.47292827e-01]]
[[ 0.6207107 ]
 [ 1.80840878]
 [ 0.21184679]
 [ 0.9048559 ]
 [-2.8565849 ]
 [-0.30678154]
 [-1.84481672]
 [ 0.0638218 ]
 [ 0.69620377]
 [ 0.87736864]]
Progress: 57.9% ... Training loss: 0.257 ... Validation loss: 0.437[[  1.89211206e-01   3.62061016e-01  -9.42948649e-02   1.35730460e-01
   -4.09661883e-01  -7.85852092e-02  -1.37970058e-01   1.20683724e-01
   -2.69074818e-02   2.49146364e-01]
 [  1.03950508e-02   1.22802714e-01  -2.03142181e-02   4.46865008e-02
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    1.41791196e-01  -2.93810315e-02]
 [  2.17875108e-01   7.51573824e-01   1.33356168e-02  -4.59889357e-02
    8.79237928e-01  -2.59440519e-02  -1.01427196e+00  -4.16983473e-02
    7.19115018e-02   3.08098979e-01]
 [  6.33115926e-02  -4.62780387e-01  -1.84909754e-01   2.51838709e-01
   -7.08891505e-02   1.19762573e-01   2.75964179e-01   6.64930570e-02
    1.51232118e-01   3.36035004e-01]
 [ -3.62687642e-02   5.73080649e-02  -1.48224916e-01   4.54144038e-02
   -1.17766613e-01  -1.79976423e-01   1.28344839e-01  -1.15756572e-01
   -1.89789176e-01  -5.36125430e-02]
 [ -4.06489167e-01  -6.82100569e-01  -3.06792532e-01   1.33472006e-01
   -2.92663783e-01   4.54680921e-02   3.96240233e-01  -4.18218315e-02
   -4.69859638e-02  -5.35525402e-02]
 [ -1.21475224e-03  -2.91208115e-01   1.06865049e-02   9.42646272e-02
   -6.90094072e-02  -7.32644604e-02   1.75274116e-01  -1.92131724e-01
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 [  9.88267404e-02  -3.50985319e-01   2.57457958e-02  -9.13291299e-02
   -6.42181697e-02  -4.27814518e-02   1.04114739e-01   1.14352718e-01
    6.80114712e-02  -3.42970973e-02]
 [ -1.75351829e-01  -2.03505044e-01  -3.01101147e-01  -1.57906061e-02
   -1.41816089e-01   6.61054482e-02  -6.94516556e-02  -2.99771911e-02
    2.75591850e-01  -1.28685127e-01]
 [  1.44602818e-02  -4.89256915e-01   6.41086669e-02  -6.69263153e-02
   -3.43003363e-01  -9.76496555e-02   2.26886402e-01  -1.16751255e-01
   -2.62937950e-02   3.67518560e-02]
 [ -7.56729161e-02  -1.67575638e-01   8.04545915e-03  -1.17877588e-01
   -1.92146238e-01   5.50290019e-03   2.43936157e-01  -1.02014835e-01
    7.68714714e-03  -9.76448459e-02]
 [ -1.26024482e-01  -2.71205229e-01  -6.95386531e-02   2.68009806e-02
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[[ 0.61703317]
 [ 1.80770005]
 [ 0.2080904 ]
 [ 0.90192542]
 [-2.85617316]
 [-0.30999387]
 [-1.84890129]
 [ 0.06338884]
 [ 0.69234986]
 [ 0.87598965]]
Progress: 57.9% ... Training loss: 0.257 ... Validation loss: 0.436[[  1.90284870e-01   3.64077692e-01  -9.38957424e-02   1.37221254e-01
   -4.12452841e-01  -7.91093942e-02  -1.39557070e-01   1.20808866e-01
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 [  2.18182612e-01   7.52698158e-01   1.34737683e-02  -4.51187946e-02
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   -1.63402070e-01  -2.03574626e-01]
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   -2.12042770e-02  -1.31537872e-01]
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   -8.90874943e-01  -2.90409719e-01  -5.16969753e-01   1.77870845e-01
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 [  5.34216236e-02   1.17639280e-01   2.56203512e-01   2.52559954e-01
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   -1.32751644e-01  -2.82773962e-01]
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 [  3.10344791e-02   1.06803465e-01   2.43945490e-01   7.42062930e-02
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   -1.86594768e-01   1.06929556e-01]
 [  7.57024069e-02   6.23474670e-02   1.07439286e-01   6.74914764e-03
   -2.26366922e-01   6.62854364e-02   2.21612483e-02  -2.71424932e-01
   -1.71513968e-02  -8.77633145e-02]
 [ -4.79984271e-03   1.33403751e-01   8.57938525e-02  -2.85439203e-02
   -7.62614776e-02   1.77027379e-01   5.34637861e-02   1.18177650e-01
   -1.82386022e-02   1.75916839e-01]
 [  2.24345648e-01   9.90297295e-02   2.85274837e-02   7.81690780e-02
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   -5.61698428e-02  -2.27530992e-02]
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 [  2.39240845e-01   3.24655219e-01   2.43530602e-01   1.40450676e-01
   -5.45680440e-01   8.39271619e-02  -2.15054039e-01   1.61220698e-01
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   -2.80981899e-01  -1.00007563e-01]
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 [  6.44157424e-03  -4.39461447e-01  -1.29327552e-01  -1.66693262e-01
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   -1.69265003e-01  -2.26902141e-01]
 [  7.34283299e-02  -2.83058626e-01  -1.73121489e-01  -7.28331722e-02
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 [ -1.02078448e-01   8.32663460e-03   2.71391160e-01   2.32525682e-02
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   -9.13924166e-02  -3.54653867e-02]
 [ -3.29707048e-01  -9.53259562e-03   2.16460036e-02   2.37968752e-04
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   -6.31328707e-02   9.58182564e-02]
 [  1.61594885e-01  -2.05957411e-02  -2.25763731e-01  -4.64969339e-02
    7.59433616e-02  -3.09521205e-01   7.30559240e-02  -1.64603117e-01
    2.27013315e-02  -1.57666262e-01]
 [  2.28680211e-01  -2.25706092e-01   7.12930214e-02   2.07865306e-03
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 [ -9.87679742e-02  -8.90746762e-02   1.23621928e-01   1.15838883e-01
    2.98234620e-02  -1.17269301e-01   2.36591004e-01  -7.85071862e-02
    1.84099591e-01   5.89160547e-03]
 [ -6.81673882e-02  -2.45855187e-01   1.70208563e-01  -3.61563837e-01
   -3.18212082e-01   1.48360904e-01   1.59117145e-01  -1.27942933e-01
   -4.45285697e-02   1.47940743e-01]]
[[ 0.62656932]
 [ 1.81305548]
 [ 0.21742972]
 [ 0.91110855]
 [-2.84742823]
 [-0.30084339]
 [-1.83677425]
 [ 0.07264763]
 [ 0.70214686]
 [ 0.8859755 ]]
Progress: 58.0% ... Training loss: 0.256 ... Validation loss: 0.441[[  1.91643822e-01   3.67978789e-01  -9.34561374e-02   1.38830527e-01
   -4.16336950e-01  -7.97369981e-02  -1.42196431e-01   1.20953866e-01
   -2.39291183e-02   2.52492908e-01]
 [  1.02249990e-02   1.21830717e-01  -2.03867669e-02   4.43962085e-02
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    1.41595173e-01  -2.96948751e-02]
 [  2.20227946e-01   7.57215005e-01   1.42084661e-02  -4.21279469e-02
    8.62001231e-01  -2.72833580e-02  -1.01991286e+00  -4.13934093e-02
    7.49495029e-02   3.11967399e-01]
 [  6.04338146e-02  -4.68402945e-01  -1.86025704e-01   2.47939909e-01
   -6.12154242e-02   1.21193958e-01   2.81064665e-01   6.61294770e-02
    1.48084848e-01   3.32610022e-01]
 [ -3.47483890e-02   5.89442906e-02  -1.47651313e-01   4.75657294e-02
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   -1.88356955e-01  -5.14604169e-02]
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   -4.67847350e-02  -5.35974424e-02]
 [  2.71619631e-04  -2.88650527e-01   1.11285445e-02   9.61370021e-02
   -7.39855613e-02  -7.39325960e-02   1.71937246e-01  -1.91992737e-01
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   -7.93836653e-02  -4.44737002e-02   9.69833162e-02   1.14740969e-01
    7.18926277e-02  -2.95726976e-02]
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   -1.39373555e-01   6.64595542e-02  -6.72820861e-02  -3.00654846e-02
    2.74875436e-01  -1.29782597e-01]
 [  1.54674089e-02  -4.86526921e-01   6.44389563e-02  -6.55531788e-02
   -3.45323875e-01  -9.80703047e-02   2.24947116e-01  -1.16664786e-01
   -2.50067446e-02   3.79482462e-02]
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   -1.63672590e-01  -2.03891301e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.92618290e-01  -3.51493516e-01   9.16838681e-02   2.04368859e-01
   -1.79735347e-01  -6.03046650e-02   1.16563813e-01  -2.62438952e-01
   -2.87680761e-01  -1.06852276e-01]
 [  8.58999772e-02  -2.33322876e-01  -2.83821586e-02   9.52516070e-02
   -5.81167424e-02  -8.28072039e-02   2.84843916e-01   7.75902305e-04
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 [  2.99962093e-02  -1.43934405e-01  -2.13435596e-01   1.36758495e-01
   -6.98942800e-02   8.38162083e-02  -8.56793987e-03  -2.09322488e-02
   -9.51912697e-02  -1.09646408e-02]
 [ -1.15498928e-01  -9.13796255e-02  -1.99646370e-01   1.65897821e-01
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 [ -5.13413808e-02  -5.59437487e-02   2.81733047e-01   1.24633978e-01
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 [  6.48375271e-02  -1.39380492e-02   8.82176893e-02   8.82542489e-02
   -8.81088087e-03  -1.71790344e-02   1.73093902e-01   1.19665551e-01
   -2.41561564e-02  -5.44879619e-02]
 [  1.19356389e-02  -1.45109044e-01  -2.93045783e-01  -5.09501433e-02
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 [  5.55944281e-02  -5.37793479e-02  -1.12975705e-01   5.91487706e-02
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   -1.49049894e-01  -4.79436155e-02]
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   -1.37479771e-01  -3.30699099e-01   1.28971266e-01   8.23572670e-03
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   -1.83982578e-01  -3.84271752e-01]
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 [  1.07838532e-02  -5.41494493e-01  -4.44808110e-02  -1.07213264e-01
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   -3.65341582e-01  -2.20980813e-01]
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   -7.27832478e-02   8.35932907e-02]
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   -9.07436983e-02  -1.36589111e-01]
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   -2.60307318e-01  -2.86686684e-02]
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   -2.15797937e-02  -1.32025157e-01]
 [  9.02687631e-02   2.54763325e-01   1.55763584e-01  -1.20852391e-01
   -8.79315917e-02   5.95936811e-02  -1.47749775e-01   2.79766482e-01
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 [  3.64288070e-01   3.75831504e-01  -7.67755945e-02   3.18718994e-01
   -8.91313415e-01  -2.90410512e-01  -5.16640248e-01   1.77866113e-01
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 [  5.37110371e-02   1.18199438e-01   2.56302252e-01   2.52958360e-01
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   -1.32425473e-01  -2.82426267e-01]
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 [  6.60877241e-03  -3.92570937e-02  -6.63731103e-02  -4.71874069e-02
   -3.62732464e-02  -1.81733673e-01   5.84629831e-02   1.01649815e-02
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 [  3.19764140e-02   1.09121946e-01   2.44267687e-01   7.56157384e-02
   -2.22814022e-01  -1.38480810e-01   7.19889556e-02   3.92490602e-02
   -1.85575645e-01   1.08224624e-01]
 [  7.52744145e-02   6.13308460e-02   1.07287329e-01   6.12470584e-03
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   -1.76406350e-02  -8.83737778e-02]
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   -1.80028681e-02   1.76239461e-01]
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   -5.48724358e-02  -2.12467193e-02]
 [  5.55785336e-02   6.74429422e-02   2.11630159e-02   5.67196050e-02
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 [  6.51569071e-02   4.98063678e-01   1.30006055e-01   4.51612346e-01
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   -3.51484507e-02   4.77081625e-02]
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   -2.12155766e-01   2.70854736e-02]
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   -1.69241948e-01  -2.26870627e-01]
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   -2.31220558e-01  -2.75773471e-02   1.72411909e-01  -1.61163760e-01
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   -9.06676609e-02  -3.45847929e-02]
 [ -3.29736170e-01  -9.27402644e-03   2.16347127e-02   1.64191264e-04
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   -6.31575475e-02   9.57501956e-02]
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 [  2.28820046e-01  -2.24845803e-01   7.13963931e-02   2.48675480e-03
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    1.30850075e-01  -1.50690991e-01]
 [ -9.88083595e-02  -8.89989670e-02   1.23592139e-01   1.15692207e-01
    3.08172772e-02  -1.17220451e-01   2.36291560e-01  -7.85166669e-02
    1.83996061e-01   5.80466843e-03]
 [ -6.58483210e-02  -2.39540998e-01   1.71000259e-01  -3.58332037e-01
   -3.28806172e-01   1.47266766e-01   1.53887402e-01  -1.27679753e-01
   -4.18953113e-02   1.51143085e-01]]
[[ 0.63286594]
 [ 1.82304304]
 [ 0.22549068]
 [ 0.91475451]
 [-2.8450756 ]
 [-0.29548999]
 [-1.83658691]
 [ 0.07663704]
 [ 0.70591204]
 [ 0.89147864]]
Progress: 58.0% ... Training loss: 0.260 ... Validation loss: 0.439[[  1.89667870e-01   3.64043929e-01  -9.42195671e-02   1.35508037e-01
   -4.07740621e-01  -7.86953866e-02  -1.38441599e-01   1.20694804e-01
   -2.65393831e-02   2.49405123e-01]
 [  1.03342501e-02   1.21863766e-01  -2.03474699e-02   4.45448949e-02
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    1.41723617e-01  -2.95424197e-02]
 [  2.19492590e-01   7.53119911e-01   1.38347606e-02  -4.35717124e-02
    8.67359084e-01  -2.68174726e-02  -1.01743348e+00  -4.15212395e-02
    7.37005813e-02   3.10615558e-01]
 [  6.12525291e-02  -4.64124186e-01  -1.85649188e-01   2.49438009e-01
   -6.81968946e-02   1.20677776e-01   2.78317140e-01   6.62651659e-02
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 [ -3.54177713e-02   5.56475444e-02  -1.48019787e-01   4.62164357e-02
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   -1.89155572e-01  -5.25895080e-02]
 [ -4.07091165e-01  -6.82283582e-01  -3.06993758e-01   1.32381384e-01
   -2.91222877e-01   4.58327506e-02   3.97399854e-01  -4.19120214e-02
   -4.77923809e-02  -5.48495011e-02]
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   -7.39982600e-02  -4.37714093e-02   9.95188353e-02   1.14550963e-01
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   -1.39041990e-01   6.63258727e-02  -6.82756889e-02  -3.00173805e-02
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   -1.63230067e-01  -2.03424798e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.88028507e-01  -1.07301334e-01]
 [  8.60814640e-02  -2.32966142e-01  -2.83121164e-02   9.54709929e-02
   -5.83665076e-02  -8.28964480e-02   2.84435553e-01   7.95278221e-04
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 [  2.92907013e-02  -1.44966910e-01  -2.13678646e-01   1.35724619e-01
   -6.80837746e-02   8.41611443e-02  -7.54434542e-03  -2.10185857e-02
   -9.59794185e-02  -1.19075772e-02]
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 [ -5.09831408e-02  -5.50903056e-02   2.81900392e-01   1.25202356e-01
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 [  6.44479700e-02  -1.46712294e-02   8.80531719e-02   8.76176730e-02
   -7.19521595e-03  -1.69957328e-02   1.73793135e-01   1.19614715e-01
   -2.46616242e-02  -5.50952266e-02]
 [  1.18458414e-02  -1.45316303e-01  -2.93086011e-01  -5.11098182e-02
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 [  5.50938688e-02  -5.53931591e-02  -1.13218314e-01   5.81598745e-02
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   -1.83865900e-01  -3.84120768e-01]
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   -3.65610160e-01  -2.21321688e-01]
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   -7.30445171e-02   8.33133772e-02]
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   -9.03246432e-02  -1.36060021e-01]
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   -2.60339739e-01  -2.86925083e-02]
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   -2.17291398e-02  -1.32196995e-01]
 [  8.99957093e-02   2.54330421e-01   1.55674816e-01  -1.21253334e-01
   -8.73079656e-02   5.97094970e-02  -1.47185053e-01   2.79734097e-01
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 [  3.64074172e-01   3.75045219e-01  -7.68797362e-02   3.18179358e-01
   -8.89423888e-01  -2.90228115e-01  -5.16026452e-01   1.77822513e-01
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 [  5.37636054e-02   1.18244760e-01   2.56330586e-01   2.53055415e-01
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   -1.32348976e-01  -2.82353786e-01]
 [  1.74190558e-02  -1.00945364e-01  -1.22555584e-01  -6.49054635e-02
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 [  6.13921638e-03  -4.00694656e-02  -6.65465259e-02  -4.79108700e-02
   -3.49403830e-02  -1.81499489e-01   5.93016759e-02   1.01033284e-02
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 [  3.21122677e-02   1.09499152e-01   2.44317411e-01   7.58125503e-02
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   -1.85456324e-01   1.08414478e-01]
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   -2.22536636e-01   6.67079829e-02   2.39925010e-02  -2.71524600e-01
   -1.81704774e-02  -8.90837289e-02]
 [ -5.11430359e-03   1.32633535e-01   8.56993425e-02  -2.89987184e-02
   -7.54396677e-02   1.77159484e-01   5.42446193e-02   1.18143062e-01
   -1.85670839e-02   1.75544022e-01]
 [  2.25750981e-01   1.02308206e-01   2.90285874e-02   8.02341583e-02
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   -5.44749692e-02  -2.07561859e-02]
 [  5.57833842e-02   6.83023043e-02   2.12299464e-02   5.69707993e-02
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   -2.81740585e-01  -1.00981679e-01]
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   -2.12188720e-01   2.70087303e-02]
 [  6.23040238e-03  -4.39951377e-01  -1.29404341e-01  -1.67002866e-01
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   -1.69503675e-01  -2.27208148e-01]
 [  7.24416167e-02  -2.86407452e-01  -1.73563004e-01  -7.46690878e-02
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 [ -1.01907067e-01   7.69711634e-03   2.71472275e-01   2.35755182e-02
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   -9.10993198e-02  -3.51301086e-02]
 [ -3.29681861e-01  -9.11643579e-03   2.16357362e-02   1.63879901e-04
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   -6.31836152e-02   9.57788543e-02]
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 [ -9.82571198e-02  -8.73570180e-02   1.23776070e-01   1.16380720e-01
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    1.84543026e-01   6.53387150e-03]
 [ -6.69972190e-02  -2.41395429e-01   1.70571819e-01  -3.60097382e-01
   -3.26652642e-01   1.47829054e-01   1.55886504e-01  -1.27830752e-01
   -4.32306228e-02   1.49538911e-01]]
[[ 0.6237744 ]
 [ 1.81606677]
 [ 0.21819409]
 [ 0.90753234]
 [-2.85008596]
 [-0.30370542]
 [-1.84522631]
 [ 0.06948182]
 [ 0.69867841]
 [ 0.88282336]]
Progress: 58.0% ... Training loss: 0.256 ... Validation loss: 0.434[[  1.89096021e-01   3.62603921e-01  -9.44360522e-02   1.34490451e-01
   -4.04819092e-01  -7.83356042e-02  -1.36580740e-01   1.20628723e-01
   -2.73154157e-02   2.48389768e-01]
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 [  2.17940673e-01   7.46501081e-01   1.32598375e-02  -4.59495457e-02
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    7.20078823e-02   3.08305139e-01]
 [  6.11283154e-02  -4.64607300e-01  -1.85644410e-01   2.49922749e-01
   -6.72083626e-02   1.20767093e-01   2.79368494e-01   6.62473542e-02
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 [ -3.45633550e-02   5.76714693e-02  -1.47694067e-01   4.72134152e-02
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   -1.88790062e-01  -5.16684746e-02]
 [ -4.07821167e-01  -6.83682470e-01  -3.07325588e-01   1.31069781e-01
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   -4.87960637e-02  -5.61128052e-02]
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   -7.11750023e-02  -4.33176300e-02   1.01885852e-01   1.14450594e-01
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   -1.38057621e-01   6.63891651e-02  -6.80424186e-02  -3.00309476e-02
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   -2.95186929e-02   3.22562577e-02]
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   -2.05232436e-01   4.05182735e-03   2.37425227e-01  -1.01673396e-01
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   -9.06443521e-02  -3.45643589e-02]
 [ -3.28596664e-01  -6.66010931e-03   2.20112333e-02   1.73150107e-03
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 [ -1.00015578e-01  -9.11616730e-02   1.23144266e-01   1.13977119e-01
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    1.82851767e-01   4.26237002e-03]
 [ -6.70988035e-02  -2.42119781e-01   1.70480904e-01  -3.60506147e-01
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   -4.34214046e-02   1.49241533e-01]]
[[ 0.61455399]
 [ 1.80952579]
 [ 0.21178206]
 [ 0.89914666]
 [-2.85690454]
 [-0.31073245]
 [-1.8518991 ]
 [ 0.06293032]
 [ 0.68959142]
 [ 0.87513062]]
Progress: 58.1% ... Training loss: 0.258 ... Validation loss: 0.434[[  1.90279300e-01   3.65458725e-01  -9.39633600e-02   1.36422292e-01
   -4.08683806e-01  -7.90726077e-02  -1.38550338e-01   1.20771400e-01
   -2.58715277e-02   2.50333182e-01]
 [  1.05588898e-02   1.22324431e-01  -2.02609421e-02   4.49019241e-02
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    1.41952704e-01  -2.91877036e-02]
 [  2.19505548e-01   7.53357980e-01   1.37956075e-02  -4.36150778e-02
    8.62188212e-01  -2.68443065e-02  -1.01888941e+00  -4.15461839e-02
    7.37989799e-02   3.10419167e-01]
 [  6.36620227e-02  -4.58278133e-01  -1.84728041e-01   2.53644657e-01
   -7.59155845e-02   1.19539762e-01   2.71362096e-01   6.65082219e-02
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 [ -3.33716405e-02   6.15065624e-02  -1.47242335e-01   4.91108607e-02
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   -4.71621875e-02  -5.40313849e-02]
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   -1.63890091e-01  -2.04277843e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.59418718e-02  -5.67056731e-02]
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   -1.83895731e-01  -3.84171122e-01]
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   -3.65617077e-01  -2.21338022e-01]
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   -7.27327274e-02   8.36606070e-02]
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   -9.04610734e-02  -1.36209588e-01]
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   -8.87734795e-01  -2.90266317e-01  -5.15699719e-01   1.77816213e-01
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 [  5.37904095e-02   1.18634497e-01   2.56342692e-01   2.53115007e-01
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 [  3.18038716e-02   1.08732977e-01   2.44214126e-01   7.53753873e-02
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 [  7.54634172e-02   6.17713186e-02   1.07330004e-01   6.26849639e-03
   -2.25294508e-01   6.63800155e-02   2.21879301e-02  -2.71469150e-01
   -1.74844897e-02  -8.83063012e-02]
 [ -5.61430485e-03   1.31493836e-01   8.54891891e-02  -2.98523319e-02
   -7.33201202e-02   1.77456149e-01   5.50719970e-02   1.18074731e-01
   -1.92452738e-02   1.74680284e-01]
 [  2.25713657e-01   1.02267971e-01   2.89806597e-02   8.01229107e-02
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   -5.45848653e-02  -2.09479127e-02]
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 [  2.38856196e-01   3.24850108e-01   2.43397690e-01   1.40088353e-01
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 [  7.12660745e-02  -2.89271221e-01  -1.74007254e-01  -7.65326588e-02
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 [ -1.01277167e-01   8.93255385e-03   2.71684057e-01   2.45717886e-02
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   -9.04139493e-02  -3.42336078e-02]
 [ -3.28074189e-01  -6.01279749e-03   2.21994394e-02   2.39790172e-03
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   -6.13755237e-02   9.78567352e-02]
 [  1.61293580e-01  -2.03132320e-02  -2.25863287e-01  -4.68866415e-02
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 [  2.28930746e-01  -2.24882495e-01   7.14107289e-02   2.57360374e-03
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 [ -9.90675210e-02  -8.84522524e-02   1.23503093e-01   1.15499942e-01
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    1.83868725e-01   5.58539332e-03]
 [ -6.56158167e-02  -2.38707314e-01   1.70967122e-01  -3.58353045e-01
   -3.34290873e-01   1.47191985e-01   1.53258879e-01  -1.27704728e-01
   -4.18300275e-02   1.51406336e-01]]
[[ 0.63351634]
 [ 1.82240333]
 [ 0.22855399]
 [ 0.91817039]
 [-2.8453292 ]
 [-0.29430719]
 [-1.8325066 ]
 [ 0.08011671]
 [ 0.709627  ]
 [ 0.89596896]]
Progress: 58.1% ... Training loss: 0.262 ... Validation loss: 0.444[[  1.89352239e-01   3.64943573e-01  -9.42738839e-02   1.34619363e-01
   -4.01388434e-01  -7.84938490e-02  -1.38167329e-01   1.20617968e-01
   -2.70723998e-02   2.48642675e-01]
 [  9.79720559e-03   1.19993699e-01  -2.05338125e-02   4.38126042e-02
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    1.41205349e-01  -3.02793578e-02]
 [  2.14517664e-01   7.39993367e-01   1.18856572e-02  -5.15633381e-02
    8.87103756e-01  -2.42728027e-02  -1.00770281e+00  -4.22528267e-02
    6.78001771e-02   3.02665257e-01]
 [  6.40659492e-02  -4.56624968e-01  -1.84491285e-01   2.54701202e-01
   -7.52071449e-02   1.19224005e-01   2.71779495e-01   6.65897116e-02
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 [ -3.34277566e-02   6.03944448e-02  -1.47281995e-01   4.88436941e-02
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   -1.86983800e-01  -4.98286035e-02]
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   -4.74856731e-02  -5.45026109e-02]
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   -6.79371591e-02  -4.29452852e-02   1.03062879e-01   1.14248193e-01
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   -1.42657942e-01   6.58984200e-02  -7.09509612e-02  -2.99436174e-02
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 [  1.52927858e-02  -4.87304321e-01   6.41636236e-02  -6.70132865e-02
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   -2.61926108e-02   3.64035954e-02]
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   -1.65104756e-01  -2.05914736e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.92962779e-01  -3.51365523e-01   9.15143160e-02   2.03616920e-01
   -1.78657594e-01  -6.01360892e-02   1.16534712e-01  -2.62503153e-01
   -2.88178319e-01  -1.07456735e-01]
 [  8.65794943e-02  -2.31974612e-01  -2.81412254e-02   9.61194289e-02
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 [  2.87961799e-02  -1.46070119e-01  -2.13818929e-01   1.35143101e-01
   -6.68492388e-02   8.43242273e-02  -6.31152513e-03  -2.10731305e-02
   -9.64913946e-02  -1.26799783e-02]
 [ -1.17022414e-01  -9.57958045e-02  -2.00190406e-01   1.63679240e-01
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 [ -4.99990097e-02  -5.24991636e-02   2.82245107e-01   1.26540381e-01
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 [  6.20930863e-02  -2.00986190e-02   8.71281159e-02   8.37294927e-02
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   -2.76189841e-02  -5.89181227e-02]
 [  1.01596803e-02  -1.50346981e-01  -2.93738194e-01  -5.37549396e-02
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 [  5.63060211e-02  -5.26661139e-02  -1.12742918e-01   6.01415225e-02
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   -1.48237934e-01  -4.70815166e-02]
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   -1.43317036e-01  -3.31471605e-01   1.23990001e-01   8.41830592e-03
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   -1.83765011e-01  -3.84002113e-01]
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 [  1.01196829e-02  -5.43980562e-01  -4.47239240e-02  -1.08222732e-01
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   -3.66124067e-01  -2.21986331e-01]
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   -7.29725173e-02   8.33848425e-02]
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   -9.06910233e-02  -1.36461277e-01]
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   -2.60870903e-01  -2.93017473e-02]
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   -2.17605586e-02  -1.32231195e-01]
 [  9.14728102e-02   2.57223202e-01   1.56198064e-01  -1.19044233e-01
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 [  3.62512854e-01   3.70580638e-01  -7.75051045e-02   3.15518265e-01
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 [  5.40645862e-02   1.18892758e-01   2.56451918e-01   2.53461731e-01
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 [  1.76618945e-02  -1.00420886e-01  -1.22468705e-01  -6.45521609e-02
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   -3.32256277e-02  -1.81292149e-01   6.01399490e-02   1.00565610e-02
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   -1.85390787e-01   1.08513756e-01]
 [  7.46700974e-02   5.96300418e-02   1.07018410e-01   4.92619271e-03
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   -1.85236051e-02  -8.96411512e-02]
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   -7.15645267e-02   1.77632127e-01   5.56824399e-02   1.18024757e-01
   -1.96821176e-02   1.74178951e-01]
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   -5.58746671e-02  -2.25659384e-02]
 [  5.52550467e-02   6.71714952e-02   2.10186237e-02   5.61011476e-02
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 [  6.65258602e-02   5.01451376e-01   1.30505202e-01   4.53799047e-01
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   -3.43981433e-02   4.85718066e-02]
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   -2.81874076e-01  -1.01114885e-01]
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   -2.12388678e-01   2.67363804e-02]
 [  6.30676407e-03  -4.39892697e-01  -1.29379511e-01  -1.66897277e-01
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   -1.69400455e-01  -2.27068232e-01]
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   -2.20600083e-01  -2.60979410e-02   1.79466854e-01  -1.61551532e-01
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 [ -1.03354227e-01   3.03860035e-03   2.70949295e-01   2.15324099e-02
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   -9.26552571e-02  -3.71642651e-02]
 [ -3.28394851e-01  -6.06532862e-03   2.21004080e-02   1.93073441e-03
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   -6.17370538e-02   9.74725001e-02]
 [  1.61645924e-01  -1.95642370e-02  -2.25664787e-01  -4.63862580e-02
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    2.28023563e-02  -1.57693306e-01]
 [  2.28119088e-01  -2.26650613e-01   7.10787555e-02   1.13161331e-03
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    1.29715710e-01  -1.52188932e-01]
 [ -1.00095407e-01  -9.10149826e-02   1.23103176e-01   1.13841632e-01
    3.59438715e-02  -1.16581091e-01   2.38335554e-01  -7.86860527e-02
    1.82630308e-01   4.07804576e-03]
 [ -6.63788909e-02  -2.39818738e-01   1.70656297e-01  -3.59591642e-01
   -3.31142916e-01   1.47600700e-01   1.54121985e-01  -1.27818325e-01
   -4.27504019e-02   1.50268353e-01]]
[[ 0.61326375]
 [ 1.8039493 ]
 [ 0.20899589]
 [ 0.90071956]
 [-2.86908533]
 [-0.31215058]
 [-1.84805975]
 [ 0.06324486]
 [ 0.68912432]
 [ 0.87733268]]
Progress: 58.2% ... Training loss: 0.259 ... Validation loss: 0.436[[  1.90397779e-01   3.65991833e-01  -9.38546856e-02   1.36577887e-01
   -4.05232909e-01  -7.90730772e-02  -1.38494386e-01   1.20757686e-01
   -2.58114850e-02   2.50723898e-01]
 [  1.00170191e-02   1.20434285e-01  -2.04474550e-02   4.41835732e-02
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 [  2.16144937e-01   7.43579754e-01   1.24638065e-02  -4.89652236e-02
    8.77048287e-01  -2.50912883e-02  -1.01105171e+00  -4.20651397e-02
    6.96508272e-02   3.05281752e-01]
 [  6.43298665e-02  -4.54968384e-01  -1.84309732e-01   2.55418338e-01
   -7.59249998e-02   1.19102885e-01   2.67701468e-01   6.65921305e-02
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 [ -3.60089200e-02   5.29788842e-02  -1.48248712e-01   4.49444180e-02
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   -1.89875027e-01  -5.31293971e-02]
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   -4.72056375e-02  -5.39447650e-02]
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   -7.57000396e-02  -4.36594738e-02   1.00895520e-01   1.14407285e-01
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   -1.64576129e-01  -2.05069936e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.87599479e-01  -1.06762941e-01]
 [  8.65921773e-02  -2.31925221e-01  -2.81361856e-02   9.61342827e-02
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   -9.69290067e-02  -1.30209175e-02]
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 [  6.23959542e-02  -1.96802952e-02   8.72168255e-02   8.41634927e-02
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   -2.72587005e-02  -5.83469936e-02]
 [  1.04025076e-02  -1.49859452e-01  -2.93649133e-01  -5.33468739e-02
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   -1.83396890e-01  -3.83537524e-01]
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   -3.66171459e-01  -2.22058421e-01]
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   -7.27068682e-02   8.37047936e-02]
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   -9.06039098e-02  -1.36328540e-01]
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   -2.60560403e-01  -2.89176319e-02]
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   -2.17968523e-02  -1.32282575e-01]
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   -9.37162806e-02   5.87223345e-02  -1.51807586e-01   2.79957295e-01
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 [  3.62737002e-01   3.71528371e-01  -7.73925697e-02   3.15982276e-01
   -8.82740865e-01  -2.89627157e-01  -5.12796451e-01   1.77617484e-01
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 [  5.39193514e-02   1.18756380e-01   2.56391845e-01   2.53210731e-01
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   -1.32183742e-01  -2.82205770e-01]
 [  1.75028945e-02  -1.00898853e-01  -1.22527569e-01  -6.47940066e-02
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   -3.23371005e-02  -1.81250656e-01   6.07281960e-02   1.00462569e-02
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 [  3.22203206e-02   1.09138490e-01   2.44374233e-01   7.59712275e-02
   -2.20916326e-01  -1.38599326e-01   7.16349041e-02   3.92831338e-02
   -1.85413769e-01   1.08501049e-01]
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   -1.87663827e-02  -8.99051475e-02]
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   -7.16556341e-02   1.77693249e-01   5.57733009e-02   1.18013125e-01
   -1.98087939e-02   1.74029268e-01]
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   -5.59679140e-02  -2.26677041e-02]
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   -2.81724358e-01  -1.00931166e-01]
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   -2.12538725e-01   2.65516009e-02]
 [  6.54235313e-03  -4.39431099e-01  -1.29303481e-01  -1.66537111e-01
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   -1.69139007e-01  -2.26741232e-01]
 [  7.10677348e-02  -2.90270649e-01  -1.74084586e-01  -7.68119891e-02
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   -9.23136262e-02  -3.67336262e-02]
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   -6.13306669e-02   9.80437697e-02]
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 [ -9.95494068e-02  -8.97520205e-02   1.23303712e-01   1.14704993e-01
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    1.83292795e-01   4.90204600e-03]
 [ -6.78493017e-02  -2.44155901e-01   1.70122680e-01  -3.61786007e-01
   -3.28215792e-01   1.48404092e-01   1.58519292e-01  -1.27973457e-01
   -4.44029461e-02   1.48507658e-01]]
[[ 0.6199769 ]
 [ 1.80822938]
 [ 0.21472523]
 [ 0.90614389]
 [-2.86197838]
 [-0.30787033]
 [-1.84452286]
 [ 0.07024428]
 [ 0.69560655]
 [ 0.88294136]]
Progress: 58.2% ... Training loss: 0.256 ... Validation loss: 0.439[[  1.90427399e-01   3.65257145e-01  -9.38605856e-02   1.36420456e-01
   -4.01075593e-01  -7.90189912e-02  -1.37635362e-01   1.20746840e-01
   -2.58770207e-02   2.50699038e-01]
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 [  2.14525304e-01   7.40567925e-01   1.19434568e-02  -5.12305752e-02
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    6.77256987e-02   3.02865851e-01]
 [  6.44504741e-02  -4.55352451e-01  -1.84221070e-01   2.55832866e-01
   -7.67597788e-02   1.18915726e-01   2.67799085e-01   6.66221476e-02
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 [ -3.52280387e-02   5.46749686e-02  -1.48022023e-01   4.61311599e-02
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   -1.88763784e-01  -5.20004794e-02]
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   -4.58922027e-02  -5.23153837e-02]
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   -7.32236210e-02  -4.33366088e-02   1.02826722e-01   1.14324984e-01
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   -1.47611121e-01   6.52585918e-02  -7.32697993e-02  -2.98051933e-02
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   -3.56468780e-01  -9.89657834e-02   2.19564822e-01  -1.16563059e-01
   -2.36635912e-02   4.00286028e-02]
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 [ -6.84702634e-02  -2.45070024e-01   1.69900740e-01  -3.62718986e-01
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[[ 0.62121608]
 [ 1.80855439]
 [ 0.21441893]
 [ 0.90984783]
 [-2.86662309]
 [-0.30741574]
 [-1.84343889]
 [ 0.07166417]
 [ 0.69766731]
 [ 0.88387935]]
Progress: 58.3% ... Training loss: 0.256 ... Validation loss: 0.439[[  1.90208431e-01   3.66552783e-01  -9.38886209e-02   1.36239433e-01
   -3.98014530e-01  -7.89065802e-02  -1.37715067e-01   1.20742047e-01
   -2.59454832e-02   2.50735329e-01]
 [  9.74514379e-03   1.19562250e-01  -2.05208331e-02   4.38493967e-02
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 [  2.16371636e-01   7.44259399e-01   1.26955213e-02  -4.81661448e-02
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    7.01514782e-02   3.05986458e-01]
 [  6.33087102e-02  -4.58326460e-01  -1.84608502e-01   2.54233595e-01
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 [ -3.60564422e-02   5.36976334e-02  -1.48331471e-01   4.48368948e-02
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   -4.59810181e-02  -5.25941136e-02]
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   -1.64166250e-01  -2.04716713e-01]
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   -3.65952174e-01  -2.21792475e-01]
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   -1.88413507e-02  -9.00092655e-02]
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   -5.50143432e-02  -2.14629361e-02]
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 [  7.13739817e-02  -2.88756716e-01  -1.73958343e-01  -7.63363384e-02
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   -9.18512442e-02  -3.60617927e-02]
 [ -3.29179583e-01  -8.82843623e-03   2.18115950e-02   7.10237221e-04
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   -6.26962567e-02   9.64678770e-02]
 [  1.62301695e-01  -1.88121904e-02  -2.25418259e-01  -4.53584854e-02
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 [  2.29471268e-01  -2.23359807e-01   7.16004030e-02   3.31353323e-03
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 [ -9.86684219e-02  -8.74804380e-02   1.23609976e-01   1.15958421e-01
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    1.84134974e-01   6.12189028e-03]
 [ -6.79062704e-02  -2.43449523e-01   1.70083343e-01  -3.61963257e-01
   -3.29468139e-01   1.48453580e-01   1.58165941e-01  -1.27986991e-01
   -4.45456952e-02   1.48314425e-01]]
[[ 0.62783404]
 [ 1.81307681]
 [ 0.21923423]
 [ 0.91223223]
 [-2.86141052]
 [-0.30411326]
 [-1.84219905]
 [ 0.07543332]
 [ 0.70209248]
 [ 0.8875284 ]]
Progress: 58.4% ... Training loss: 0.256 ... Validation loss: 0.439[[  1.86499917e-01   3.58168474e-01  -9.51272943e-02   1.30912197e-01
   -3.84734534e-01  -7.71967273e-02  -1.28986157e-01   1.20307474e-01
   -2.98844229e-02   2.45805339e-01]
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    1.41160421e-01  -3.03281169e-02]
 [  2.13748226e-01   7.37951233e-01   1.17587404e-02  -5.20576269e-02
    8.85603072e-01  -2.42475520e-02  -1.00740344e+00  -4.23426131e-02
    6.70935877e-02   3.02331117e-01]
 [  6.51462972e-02  -4.52203196e-01  -1.83913053e-01   2.57004189e-01
   -7.83951816e-02   1.18745690e-01   2.67007547e-01   6.67010105e-02
    1.54604178e-01   3.40973464e-01]
 [ -3.64164452e-02   5.22034859e-02  -1.48430453e-01   4.42496927e-02
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   -1.90065379e-01  -5.36773378e-02]
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   -4.67618835e-02  -5.34293034e-02]
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   -7.67547054e-02  -4.37225965e-02   9.97186677e-02   1.14403535e-01
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   -1.65498224e-01  -2.06346939e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -9.62469042e-02  -1.23050857e-02]
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   -3.66008876e-01  -2.21849164e-01]
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 [  3.64571070e-01   3.77338007e-01  -7.66924263e-02   3.18884299e-01
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 [  5.35430392e-02   1.17527420e-01   2.56264477e-01   2.52640939e-01
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   -2.11678306e-01   2.76297404e-02]
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    3.76520083e-01   2.63915878e-02   2.07697783e-01   1.51821584e-01
   -1.69106089e-01  -2.26712324e-01]
 [  6.83795070e-02  -2.96663371e-01  -1.75015079e-01  -8.07173966e-02
   -2.15483575e-01  -2.50631250e-02   1.85795389e-01  -1.61822655e-01
    7.50155784e-02  -2.22265021e-01]
 [ -1.02564594e-01   4.02239998e-03   2.71258750e-01   2.28027040e-02
    1.50647661e-01   7.00176442e-02   6.83017388e-02  -2.95148827e-01
   -9.17224073e-02  -3.59770175e-02]
 [ -3.29616670e-01  -1.01316923e-02   2.16571513e-02  -2.64596943e-06
    1.52255393e-01  -1.84682158e-01   1.31385958e-02   2.35123538e-01
   -6.32228051e-02   9.59214985e-02]
 [  1.61933037e-01  -1.91866672e-02  -2.25534950e-01  -4.57681973e-02
    7.53024196e-02  -3.09825886e-01   6.99314607e-02  -1.64524683e-01
    2.32304636e-02  -1.57055479e-01]
 [  2.28692461e-01  -2.25823156e-01   7.13275759e-02   2.19455904e-03
    8.11149755e-02  -4.66739345e-02   4.38725626e-02  -1.35008897e-01
    1.30455394e-01  -1.51050121e-01]
 [ -9.96841899e-02  -9.00531279e-02   1.23249152e-01   1.14434958e-01
    3.44369943e-02  -1.16866264e-01   2.37090968e-01  -7.86482073e-02
    1.83032015e-01   4.75788310e-03]
 [ -6.92039432e-02  -2.46143313e-01   1.69646144e-01  -3.63846426e-01
   -3.26155406e-01   1.49086012e-01   1.60635653e-01  -1.28140962e-01
   -4.59439793e-02   1.46596819e-01]]
[[ 0.60365734]
 [ 1.79288544]
 [ 0.19679268]
 [ 0.88973296]
 [-2.87785029]
 [-0.32260554]
 [-1.86306839]
 [ 0.05484862]
 [ 0.67659331]
 [ 0.86378179]]
Progress: 58.4% ... Training loss: 0.271 ... Validation loss: 0.443[[  1.90404440e-01   3.68260885e-01  -9.38158242e-02   1.36558300e-01
   -3.99960152e-01  -7.93171848e-02  -1.39783196e-01   1.20665577e-01
   -2.54996525e-02   2.51224298e-01]
 [  9.84278074e-03   1.20127406e-01  -2.04842478e-02   4.40114284e-02
    8.19196108e-02  -5.62835199e-03   3.41269018e-01   4.04983636e-02
    1.41318902e-01  -3.01207255e-02]
 [  2.17537183e-01   7.46437775e-01   1.29623545e-02  -4.67892196e-02
    8.71673740e-01  -2.62506802e-02  -1.01704205e+00  -4.19899630e-02
    7.14215885e-02   3.07772523e-01]
 [  6.38480151e-02  -4.54150679e-01  -1.84332103e-01   2.55043601e-01
   -7.54275181e-02   1.19454887e-01   2.68012501e-01   6.65820690e-02
    1.52971671e-01   3.39111438e-01]
 [ -3.36234661e-02   6.07909606e-02  -1.47416497e-01   4.86585094e-02
   -1.21230359e-01  -1.81239875e-01   1.26031055e-01  -1.15442443e-01
   -1.87023131e-01  -4.96856781e-02]
 [ -4.05331590e-01  -6.77508351e-01  -3.06442439e-01   1.34627076e-01
   -2.98584579e-01   4.49723693e-02   3.93313235e-01  -4.17770212e-02
   -4.61658027e-02  -5.27321022e-02]
 [ -5.13960136e-03  -3.04290669e-01   9.18662806e-03   8.77602805e-02
   -5.67014717e-02  -7.13532856e-02   1.85218067e-01  -1.92640098e-01
    1.99641116e-01   4.98358722e-02]
 [  1.02488685e-01  -3.43492827e-01   2.69603408e-02  -8.56331506e-02
   -8.76310109e-02  -4.49201881e-02   9.42464610e-02   1.14614103e-01
    7.23766750e-02  -2.84512017e-02]
 [ -1.76460248e-01  -2.06249903e-01  -3.01472549e-01  -1.72595446e-02
   -1.39468921e-01   6.65809334e-02  -6.63879376e-02  -3.01459732e-02
    2.74518856e-01  -1.30339856e-01]
 [  1.75163438e-02  -4.83788411e-01   6.48796853e-02  -6.38675760e-02
   -3.62656713e-01  -9.91448294e-02   2.18310691e-01  -1.16700094e-01
   -2.36523248e-02   3.99852449e-02]
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   -1.92185041e-01   5.56205305e-03   2.46040805e-01  -1.02131721e-01
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   -1.65486093e-01  -2.06280180e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
    8.27362115e-02   1.68875701e-01]
 [ -2.91714368e-01  -3.48872942e-01   9.19474161e-02   2.05504150e-01
   -1.81387255e-01  -6.07932995e-02   1.13916938e-01  -2.62389031e-01
   -2.86850415e-01  -1.05887036e-01]
 [  8.58460681e-02  -2.33044950e-01  -2.83754581e-02   9.50346923e-02
   -5.82571854e-02  -8.27250687e-02   2.84879182e-01   7.74449209e-04
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 [  2.98729382e-02  -1.43754407e-01  -2.13484565e-01   1.36542673e-01
   -6.94108508e-02   8.37611534e-02  -8.53200088e-03  -2.09616910e-02
   -9.52614099e-02  -1.11197826e-02]
 [ -1.17969094e-01  -9.79351553e-02  -2.00545848e-01   1.62238763e-01
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 [ -5.15045250e-02  -5.80875912e-02   2.81773984e-01   1.24487148e-01
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    9.58197075e-02   6.82971184e-02]
 [  6.31064301e-02  -1.74878191e-02   8.74581756e-02   8.51054587e-02
   -3.59142278e-03  -1.62287806e-02   1.75901643e-01   1.19394279e-01
   -2.64391846e-02  -5.72658286e-02]
 [  9.63357714e-03  -1.52174173e-01  -2.93960815e-01  -5.46180213e-02
    3.06873960e-02  -9.18677923e-02   9.34271100e-02   1.61900455e-01
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 [  5.85961050e-02  -4.70656252e-02  -1.11880536e-01   6.39131369e-02
   -1.99427370e-01   3.15139464e-01   2.70572952e-01   2.04946398e-01
   -1.45443649e-01  -4.35123101e-02]
 [  1.18731739e-02  -2.96579558e-03   1.25991200e-01   1.23193160e-01
   -1.88917206e-03   1.01626353e-01  -9.01298206e-02  -4.11662431e-02
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 [  1.12037860e-01   8.06044375e-02  -4.34304553e-02  -9.60288543e-02
   -1.38937805e-01  -3.30826426e-01   1.27728291e-01   8.25533332e-03
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 [ -1.07781494e-01  -9.37001879e-02  -1.72054693e-02   1.83147812e-02
   -7.88852249e-02  -2.04161370e-01  -2.73670194e-02  -2.07442959e-02
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 [ -1.66492744e-01  -1.43247109e-01  -2.05950084e-01  -2.96171261e-02
   -3.33260399e-01   3.22810630e-03   7.88548534e-02  -2.63583253e-02
   -1.76215001e-02   3.02835204e-02]
 [ -3.27434793e-02  -1.73850103e-01  -7.58249429e-02  -1.28417803e-01
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   -1.83615146e-01  -3.83861824e-01]
 [ -2.02707194e-02  -4.89657926e-01  -3.24936421e-02  -7.76551914e-02
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    2.63391382e-02  -3.94303999e-01]
 [  1.03063743e-02  -5.44023139e-01  -4.46668985e-02  -1.07924373e-01
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   -3.65898783e-01  -2.21712139e-01]
 [ -1.77962314e-01  -6.72803397e-01  -1.21349291e-02  -2.09149469e-01
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   -7.25215095e-02   8.39326212e-02]
 [ -3.03554767e-01  -5.00578830e-01   5.40317091e-02  -5.01741029e-02
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   -9.07060942e-02  -1.36451847e-01]
 [ -2.12767512e-01  -3.70268764e-01   2.49962494e-01  -2.46367941e-01
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   -2.60693318e-01  -2.90455466e-02]
 [ -1.44085801e-01  -2.67050033e-01  -1.85726740e-01  -1.17369314e-01
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   -2.17559767e-02  -1.32189960e-01]
 [  9.08188358e-02   2.55018230e-01   1.55978092e-01  -1.19980621e-01
   -8.87432205e-02   5.93114195e-02  -1.48211046e-01   2.79811386e-01
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 [  3.63556164e-01   3.74645354e-01  -7.70035870e-02   3.17286838e-01
   -8.86451310e-01  -2.90059440e-01  -5.15271295e-01   1.77762440e-01
    4.02963235e-01  -4.81802977e-03]
 [  5.41913966e-02   1.19300356e-01   2.56474482e-01   2.53508811e-01
   -4.92514828e-02  -1.99817321e-01  -1.84874670e-01  -1.32565043e-01
   -1.31869843e-01  -2.81822639e-01]
 [  1.78949480e-02  -9.99460132e-02  -1.22407204e-01  -6.42367658e-02
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 [  4.86569138e-03  -4.36529582e-02  -6.70533978e-02  -4.99153495e-02
   -2.91635092e-02  -1.80924861e-01   6.13259422e-02   9.92188927e-03
    3.70533478e-02   4.66259392e-03]
 [  3.07198958e-02   1.05362559e-01   2.43862972e-01   7.37867903e-02
   -2.13881378e-01  -1.37867568e-01   7.58079329e-02   3.91085572e-02
   -1.87060355e-01   1.06520534e-01]
 [  7.49085887e-02   5.92054248e-02   1.07062926e-01   5.24481132e-03
   -2.19868200e-01   6.66447162e-02   2.33828594e-02  -2.71589544e-01
   -1.84087371e-02  -8.94697701e-02]
 [ -7.11985480e-03   1.28453608e-01   8.49232126e-02  -3.23159561e-02
   -6.82351786e-02   1.78187696e-01   5.77314827e-02   1.17869883e-01
   -2.10378031e-02   1.72522214e-01]
 [  2.24855388e-01   1.00638606e-01   2.86517573e-02   7.87438666e-02
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   -5.57008396e-02  -2.22680895e-02]
 [  5.68211148e-02   7.17837743e-02   2.15526981e-02   5.83731907e-02
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 [  6.59015085e-02   4.98935406e-01   1.30283800e-01   4.53017260e-01
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   -1.16085785e+00  -8.38878243e-02  -4.32272975e-01   1.51724262e-01
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 [  2.40113732e-01   3.27630488e-01   2.43854078e-01   1.42186523e-01
   -5.55955968e-01   8.33546367e-02  -2.17975690e-01   1.61315208e-01
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 [ -7.60590715e-02   2.47602037e-01   2.40077179e-01   1.32438575e-02
   -9.12119461e-02   1.31867440e-01  -1.14874209e-01  -1.55205027e-02
   -3.50478692e-02   4.78164348e-02]
 [ -1.06560971e-01   5.10473623e-03   2.14192374e-02   8.22382016e-02
   -5.98842171e-02   1.19230268e-01   2.34694233e-01   1.89517265e-02
   -2.82358469e-01  -1.01701835e-01]
 [ -2.26192135e-01  -5.26561879e-02  -9.57646318e-02  -3.50492347e-01
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   -2.11571489e-01   2.77565947e-02]
 [  6.60452070e-03  -4.39606378e-01  -1.29265894e-01  -1.66447283e-01
    3.76463419e-01   2.63853393e-02   2.07661318e-01   1.51822622e-01
   -1.69092751e-01  -2.26695331e-01]
 [  6.84822970e-02  -2.96360967e-01  -1.74931439e-01  -8.03698854e-02
   -2.18598938e-01  -2.51673875e-02   1.85384892e-01  -1.61819834e-01
    7.52185324e-02  -2.22180024e-01]
 [ -1.00882938e-01   8.00763025e-03   2.71811681e-01   2.52451055e-02
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   -8.97973255e-02  -3.37234155e-02]
 [ -3.29369010e-01  -9.56063690e-03   2.17431664e-02   3.92649626e-04
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   -6.29456446e-02   9.63195209e-02]
 [  1.63056284e-01  -1.66448092e-02  -2.25144144e-01  -4.40567754e-02
    6.97049338e-02  -3.10462440e-01   6.66362718e-02  -1.64409541e-01
    2.45785549e-02  -1.55340158e-01]
 [  2.28836190e-01  -2.26089831e-01   7.13684776e-02   2.34355615e-03
    8.07541933e-02  -4.67744901e-02   4.33777426e-02  -1.34998418e-01
    1.30576802e-01  -1.50894166e-01]
 [ -9.95084094e-02  -8.95301146e-02   1.23288048e-01   1.14634290e-01
    3.24885285e-02  -1.16936368e-01   2.36562014e-01  -7.86374736e-02
    1.83097057e-01   4.90224367e-03]
 [ -6.84725619e-02  -2.43914431e-01   1.69897459e-01  -3.62866228e-01
   -3.29362789e-01   1.48718003e-01   1.58195224e-01  -1.28085063e-01
   -4.51418360e-02   1.47592077e-01]]
[[ 0.61901652]
 [ 1.80788918]
 [ 0.21110819]
 [ 0.90411666]
 [-2.86383411]
 [-0.30946682]
 [-1.85010708]
 [ 0.06626431]
 [ 0.68927176]
 [ 0.87967495]]
Progress: 58.5% ... Training loss: 0.255 ... Validation loss: 0.435[[  1.93984013e-01   3.77667099e-01  -9.24462746e-02   1.42357193e-01
   -4.16092941e-01  -8.12370653e-02  -1.47707929e-01   1.21090270e-01
   -2.11377953e-02   2.56721675e-01]
 [  1.01012955e-02   1.20974520e-01  -2.03960071e-02   4.43972734e-02
    8.09092984e-02  -5.75928173e-03   3.40418470e-01   4.05253420e-02
    1.41583066e-01  -2.97745673e-02]
 [  2.23396790e-01   7.61188452e-01   1.51228732e-02  -3.74420965e-02
    8.44497272e-01  -2.93653451e-02  -1.03044849e+00  -4.12996782e-02
    7.84084523e-02   3.16436851e-01]
 [  6.23311886e-02  -4.56930322e-01  -1.84832299e-01   2.52676227e-01
   -6.70881925e-02   1.20325163e-01   2.69583139e-01   6.63804289e-02
    1.50927672e-01   3.36692132e-01]
 [ -3.40071873e-02   5.83727820e-02  -1.47603868e-01   4.80796986e-02
   -1.19352739e-01  -1.81143935e-01   1.28465281e-01  -1.15470490e-01
   -1.87127463e-01  -4.99944594e-02]
 [ -4.05330581e-01  -6.77996978e-01  -3.06450044e-01   1.34583222e-01
   -2.98315570e-01   4.49491439e-02   3.93583991e-01  -4.17765283e-02
   -4.61148383e-02  -5.26689571e-02]
 [ -2.58690129e-03  -2.98224781e-01   1.00752137e-02   9.15691226e-02
   -6.93827489e-02  -7.26475651e-02   1.79446573e-01  -1.92352298e-01
    2.02528460e-01   5.34792785e-02]
 [  1.04583808e-01  -3.38441230e-01   2.77869233e-02  -8.21213617e-02
   -9.87128513e-02  -4.61051125e-02   8.98281704e-02   1.14872374e-01
    7.49772538e-02  -2.52206472e-02]
 [ -1.76286080e-01  -2.05874979e-01  -3.01391098e-01  -1.69684967e-02
   -1.40395007e-01   6.64796598e-02  -6.68894518e-02  -3.01238792e-02
    2.74772761e-01  -1.30046543e-01]
 [  2.16884963e-02  -4.74104529e-01   6.64160579e-02  -5.74215192e-02
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    1.83617575e-01   5.61452109e-03]
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   -4.40846186e-02   1.49061911e-01]]
[[ 0.64152073]
 [ 1.82987895]
 [ 0.23085765]
 [ 0.92242478]
 [-2.84841626]
 [-0.29434915]
 [-1.84020501]
 [ 0.08277517]
 [ 0.7095748 ]
 [ 0.90194519]]
Progress: 58.5% ... Training loss: 0.270 ... Validation loss: 0.444[[  1.92367419e-01   3.74214788e-01  -9.30247641e-02   1.39882155e-01
   -4.09425597e-01  -8.04402131e-02  -1.44676660e-01   1.20883865e-01
   -2.29619493e-02   2.54488254e-01]
 [  1.06868429e-02   1.22177927e-01  -2.01467576e-02   4.52969113e-02
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    1.42253979e-01  -2.88816819e-02]
 [  2.23076138e-01   7.56738232e-01   1.49958211e-02  -3.80632811e-02
    8.49097154e-01  -2.91376339e-02  -1.02823112e+00  -4.13493910e-02
    7.80563187e-02   3.15796082e-01]
 [  6.39217057e-02  -4.52225125e-01  -1.84435149e-01   2.54598349e-01
   -7.14139843e-02   1.19638197e-01   2.65689555e-01   6.65317260e-02
    1.52274064e-01   3.38343694e-01]
 [ -3.53922333e-02   5.54398676e-02  -1.48100352e-01   4.62331657e-02
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   -1.88566836e-01  -5.17769773e-02]
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   -4.79180250e-02  -5.49325022e-02]
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   -1.65190521e-01  -2.05920503e-01]
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 [  6.36865224e-02  -1.63866191e-02   8.76232063e-02   8.59587383e-02
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   -2.58619528e-02  -5.65294329e-02]
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   -1.83953865e-01  -3.84298420e-01]
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 [  1.04433930e-02  -5.43985590e-01  -4.46112951e-02  -1.07675500e-01
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   -3.65746218e-01  -2.21532717e-01]
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   -1.92206475e-02  -9.05073541e-02]
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   -2.01269206e-02   1.73702305e-01]
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 [  6.71093664e-02  -2.99662353e-01  -1.75439827e-01  -8.23667288e-02
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   -8.98406683e-02  -3.37848744e-02]
 [ -3.30226783e-01  -1.26517065e-02   2.14038551e-02  -1.01842086e-03
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 [  1.63849034e-01  -1.58405785e-02  -2.24788616e-01  -4.26804942e-02
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 [ -9.92224411e-02  -8.91462489e-02   1.23407024e-01   1.15143732e-01
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    1.83351585e-01   5.30951375e-03]
 [ -6.74108654e-02  -2.41860775e-01   1.70277718e-01  -3.61403035e-01
   -3.33600340e-01   1.48187339e-01   1.55998113e-01  -1.27965237e-01
   -4.39065301e-02   1.49308862e-01]]
[[ 0.62869459]
 [ 1.82176103]
 [ 0.21848166]
 [ 0.90903718]
 [-2.85717615]
 [-0.30596379]
 [-1.85564099]
 [ 0.07106247]
 [ 0.69698313]
 [ 0.89025402]]
Progress: 58.5% ... Training loss: 0.256 ... Validation loss: 0.433[[  1.90049099e-01   3.68430086e-01  -9.38071436e-02   1.36567600e-01
   -4.03570581e-01  -7.93098496e-02  -1.38671430e-01   1.20650135e-01
   -2.53445918e-02   2.51611772e-01]
 [  1.14091510e-02   1.23663469e-01  -1.98862893e-02   4.63772006e-02
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    1.43102889e-01  -2.78239243e-02]
 [  2.22920940e-01   7.52878909e-01   1.49767352e-02  -3.81708680e-02
    8.55965721e-01  -2.89806425e-02  -1.02537685e+00  -4.13471429e-02
    7.79555426e-02   3.16139535e-01]
 [  6.35937037e-02  -4.50633364e-01  -1.84574404e-01   2.53895154e-01
   -6.82245590e-02   1.19893188e-01   2.64982200e-01   6.64413456e-02
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 [ -3.78113041e-02   4.83305826e-02  -1.48891336e-01   4.29227444e-02
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   -1.91143845e-01  -5.52162297e-02]
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   -4.93883274e-02  -5.70230830e-02]
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   -1.65402159e-01  -2.06121512e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.87257401e-01  -1.06479741e-01]
 [  8.41739107e-02  -2.35186247e-01  -2.89686457e-02   9.26356645e-02
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   -7.10922362e-03  -1.66020614e-02   1.73390077e-01   1.19463193e-01
   -2.56383819e-02  -5.62283463e-02]
 [  9.97002965e-03  -1.52962272e-01  -2.93733748e-01  -5.37200680e-02
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   -1.83902660e-01  -3.84241338e-01]
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 [  1.04046839e-02  -5.44140064e-01  -4.46318473e-02  -1.07794643e-01
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   -3.65791157e-01  -2.21611692e-01]
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 [  3.62247120e-01   3.72890679e-01  -7.74421664e-02   3.15279415e-01
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 [  5.43702946e-02   1.19230267e-01   2.56545414e-01   2.53751994e-01
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   -1.87780355e-01   1.05716449e-01]
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   -5.57886774e-02  -2.24190444e-02]
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   -2.12363820e-01   2.67438675e-02]
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   -1.69791756e-01  -2.27498385e-01]
 [  6.61743824e-02  -3.01731950e-01  -1.75749824e-01  -8.36540017e-02
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 [ -1.00678091e-01   8.74378979e-03   2.71852330e-01   2.52836041e-02
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   -8.96927164e-02  -3.35202203e-02]
 [ -3.31123814e-01  -1.50586249e-02   2.10927430e-02  -2.35570827e-03
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   -6.49478170e-02   9.37439496e-02]
 [  1.63413161e-01  -1.70582834e-02  -2.24941042e-01  -4.33455368e-02
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    2.52188791e-02  -1.54605206e-01]
 [  2.30272612e-01  -2.22836953e-01   7.19766310e-02   5.03719441e-03
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    1.32527940e-01  -1.48620333e-01]
 [ -9.92759300e-02  -8.93450247e-02   1.23400702e-01   1.15130185e-01
    3.11597670e-02  -1.17128571e-01   2.36286657e-01  -7.86101356e-02
    1.83361168e-01   5.33299233e-03]
 [ -6.92531594e-02  -2.45216866e-01   1.69604199e-01  -3.64270343e-01
   -3.31258897e-01   1.49123736e-01   1.59296592e-01  -1.28180429e-01
   -4.60098995e-02   1.46800889e-01]]
[[ 0.61789593]
 [ 1.81481468]
 [ 0.20904997]
 [ 0.89829744]
 [-2.86542763]
 [-0.31549152]
 [-1.86840203]
 [ 0.06120361]
 [ 0.68682813]
 [ 0.87814426]]
Progress: 58.6% ... Training loss: 0.256 ... Validation loss: 0.432[[  1.91689096e-01   3.73574740e-01  -9.32195194e-02   1.39034185e-01
   -4.07765393e-01  -8.02055630e-02  -1.43049846e-01   1.20820316e-01
   -2.35496088e-02   2.54184039e-01]
 [  1.16262362e-02   1.24060650e-01  -1.97921676e-02   4.67412760e-02
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    1.43390451e-01  -2.74273408e-02]
 [  2.23286164e-01   7.56277292e-01   1.51266350e-02  -3.76949221e-02
    8.54433418e-01  -2.91545512e-02  -1.02819473e+00  -4.13014940e-02
    7.81988580e-02   3.17101853e-01]
 [  6.28184168e-02  -4.54686760e-01  -1.84934556e-01   2.52791376e-01
   -6.87041544e-02   1.20286016e-01   2.68405706e-01   6.63584181e-02
    1.50548269e-01   3.37006673e-01]
 [ -3.84286123e-02   4.53799868e-02  -1.49185173e-01   4.15358856e-02
   -1.06874432e-01  -1.79068252e-01   1.41322720e-01  -1.15994776e-01
   -1.91822877e-01  -5.63656629e-02]
 [ -4.07325320e-01  -6.81284457e-01  -3.07158293e-01   1.31808459e-01
   -2.97542510e-01   4.58108093e-02   3.96910963e-01  -4.20426201e-02
   -4.81643460e-02  -5.55831864e-02]
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   -7.58838778e-02  -7.33028776e-02   1.77700600e-01  -1.92262883e-01
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   -9.33701779e-02  -4.54823900e-02   9.35166035e-02   1.14704273e-01
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   -2.23165298e-02   4.17480146e-02]
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   -1.63950854e-01  -2.04285845e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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 [ -2.91797428e-01  -3.48970542e-01   9.19165457e-02   2.05403813e-01
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   -2.86926821e-01  -1.06095354e-01]
 [  8.44934909e-02  -2.34959587e-01  -2.88606380e-02   9.31114852e-02
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 [  2.92093493e-02  -1.45405264e-01  -2.13714145e-01   1.35544315e-01
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   -9.58840675e-02  -1.19235969e-02]
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 [  6.49753944e-02  -1.29584542e-02   8.80402126e-02   8.77638343e-02
   -1.11187954e-02  -1.71548249e-02   1.70285671e-01   1.19567996e-01
   -2.44918959e-02  -5.47391298e-02]
 [  1.01700268e-02  -1.52771719e-01  -2.93644210e-01  -5.33702091e-02
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 [  5.91761220e-02  -4.63679215e-02  -1.11672845e-01   6.49424682e-02
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   -1.44698114e-01  -4.26475105e-02]
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   -1.60233576e-02   3.20825823e-02]
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   -1.83106748e-01  -3.83322919e-01]
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 [  9.94762601e-03  -5.45319938e-01  -4.47952347e-02  -1.08500817e-01
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   -3.66307193e-01  -2.22270957e-01]
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   -7.14736436e-02   8.51813797e-02]
 [ -3.03523072e-01  -5.01208681e-01   5.40649889e-02  -5.00155943e-02
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   -9.05507266e-02  -1.36250137e-01]
 [ -2.12891952e-01  -3.70568123e-01   2.49904266e-01  -2.46570413e-01
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   -2.60859679e-01  -2.92510325e-02]
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   -2.12709128e-02  -1.31505894e-01]
 [  9.07827049e-02   2.55493531e-01   1.56003076e-01  -1.19941194e-01
   -8.97769435e-02   5.93137347e-02  -1.48347559e-01   2.79809012e-01
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 [  3.62786527e-01   3.74880219e-01  -7.72084609e-02   3.16251239e-01
   -8.88290536e-01  -2.89816837e-01  -5.14833702e-01   1.77657549e-01
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 [  5.46835892e-02   1.19990792e-01   2.56651687e-01   2.54209797e-01
   -5.00352044e-02  -2.00062973e-01  -1.85782539e-01  -1.32520662e-01
   -1.31262389e-01  -2.81253722e-01]
 [  1.77738040e-02  -1.00790605e-01  -1.22480330e-01  -6.45061070e-02
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 [  6.03058955e-03  -4.10293279e-02  -6.67149657e-02  -4.83223535e-02
   -3.26885379e-02  -1.81516082e-01   5.80844582e-02   1.00240514e-02
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 [  3.03740795e-02   1.04550606e-01   2.43747596e-01   7.32897231e-02
   -2.12744578e-01  -1.37708752e-01   7.63912054e-02   3.90543765e-02
   -1.87443416e-01   1.06153814e-01]
 [  7.35572966e-02   5.55194724e-02   1.06580168e-01   3.16727338e-03
   -2.14795542e-01   6.72943507e-02   2.62328913e-02  -2.71750005e-01
   -1.99409679e-02  -9.14242782e-02]
 [ -5.60492028e-03   1.31921086e-01   8.54830883e-02  -3.01449594e-02
   -7.33978350e-02   1.77342520e-01   5.42198377e-02   1.18047405e-01
   -1.92000358e-02   1.74834628e-01]
 [  2.25113622e-01   1.01767041e-01   2.87498021e-02   7.91568355e-02
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   -5.53326024e-02  -2.18533299e-02]
 [  5.56688187e-02   6.89460112e-02   2.11235203e-02   5.65762413e-02
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 [  6.71632583e-02   5.01742650e-01   1.30815760e-01   4.55220868e-01
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   -5.58091848e-01   8.33161950e-02  -2.18894871e-01   1.61313093e-01
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   -3.42190264e-02   4.88595202e-02]
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   -2.82956758e-01  -1.02372526e-01]
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   -2.12519147e-01   2.65425924e-02]
 [  6.23451343e-03  -4.41783043e-01  -1.29404008e-01  -1.66942771e-01
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   -1.69461652e-01  -2.27087798e-01]
 [  6.76364285e-02  -2.98703002e-01  -1.75253953e-01  -8.13987734e-02
   -2.21011736e-01  -2.49408691e-02   1.88154157e-01  -1.61966618e-01
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 [ -1.00478980e-01   9.47429090e-03   2.71904101e-01   2.55581416e-02
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   -8.94959504e-02  -3.32743796e-02]
 [ -3.30400877e-01  -1.33871579e-02   2.13287167e-02  -1.28389828e-03
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   -6.41466389e-02   9.46895546e-02]
 [  1.63928133e-01  -1.64341893e-02  -2.24727999e-01  -4.24622460e-02
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    2.58617782e-02  -1.53762460e-01]
 [  2.32150451e-01  -2.18498328e-01   7.26707740e-02   7.99612407e-03
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    1.34675902e-01  -1.45874271e-01]
 [ -9.90123895e-02  -8.91660095e-02   1.23495803e-01   1.15534894e-01
    3.03989024e-02  -1.17280818e-01   2.36063197e-01  -7.85817282e-02
    1.83642684e-01   5.71667889e-03]
 [ -6.86419678e-02  -2.43375645e-01   1.69803504e-01  -3.63599099e-01
   -3.34424748e-01   1.48845060e-01   1.57445255e-01  -1.28129686e-01
   -4.53578757e-02   1.47685820e-01]]
[[ 0.63746974]
 [ 1.8282863 ]
 [ 0.22794756]
 [ 0.91822129]
 [-2.84818362]
 [-0.29671373]
 [-1.84492188]
 [ 0.07905964]
 [ 0.70846774]
 [ 0.89636971]]
Progress: 58.6% ... Training loss: 0.262 ... Validation loss: 0.441[[  1.88440457e-01   3.67241240e-01  -9.43177409e-02   1.34640868e-01
   -3.96244097e-01  -7.87464422e-02  -1.36523305e-01   1.20416575e-01
   -2.70426644e-02   2.50038924e-01]
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    1.42756387e-01  -2.81090350e-02]
 [  2.26152867e-01   7.60929555e-01   1.61889164e-02  -3.33653895e-02
    8.47808071e-01  -3.06642096e-02  -1.03246921e+00  -4.09109086e-02
    8.16114914e-02   3.21388373e-01]
 [  6.03479212e-02  -4.58146242e-01  -1.85792127e-01   2.49602823e-01
   -6.23832658e-02   1.21468907e-01   2.72202171e-01   6.60650421e-02
    1.47823013e-01   3.33746537e-01]
 [ -3.93957431e-02   4.36995307e-02  -1.49378526e-01   4.05948655e-02
   -1.07428513e-01  -1.78695182e-01   1.41481357e-01  -1.16076649e-01
   -1.92769446e-01  -5.76034823e-02]
 [ -4.08480501e-01  -6.83256694e-01  -3.07595100e-01   1.30020394e-01
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   -4.95186121e-02  -5.72148887e-02]
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   -6.31074441e-02  -7.18023321e-02   1.84519822e-01  -1.92672451e-01
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   -1.01449440e-01  -4.63487830e-02   8.91402943e-02   1.14928920e-01
    7.55566657e-02  -2.40584147e-02]
 [ -1.76832348e-01  -2.06859004e-01  -3.01581014e-01  -1.79427368e-02
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 [  6.68724114e-02  -2.98878809e-01  -1.75495545e-01  -8.23872978e-02
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   -8.97925690e-02  -3.35826606e-02]
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 [ -9.99767714e-02  -9.09424205e-02   1.23149635e-01   1.14167362e-01
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    1.82553204e-01   4.34856489e-03]
 [ -6.95680032e-02  -2.44905472e-01   1.69468764e-01  -3.65013555e-01
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   -4.63720563e-02   1.46496587e-01]]
[[ 0.62752557]
 [ 1.82403833]
 [ 0.21711191]
 [ 0.90409746]
 [-2.85404092]
 [-0.30752121]
 [-1.86507014]
 [ 0.06881738]
 [ 0.69617449]
 [ 0.88371057]]
Progress: 58.7% ... Training loss: 0.256 ... Validation loss: 0.429[[  1.89789144e-01   3.69595730e-01  -9.39593475e-02   1.36056844e-01
   -3.97074293e-01  -7.92889753e-02  -1.39955471e-01   1.20558860e-01
   -2.56145403e-02   2.51763882e-01]
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 [  2.23821681e-01   7.56381774e-01   1.53810317e-02  -3.65607630e-02
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    7.88769258e-02   3.18568445e-01]
 [  6.30503560e-02  -4.53177663e-01  -1.84845509e-01   2.53069790e-01
   -7.38729408e-02   1.20127534e-01   2.68150961e-01   6.63858550e-02
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 [ -3.95413509e-02   4.50275449e-02  -1.49390563e-01   4.08011582e-02
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   -4.86063123e-02  -5.61080569e-02]
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   -1.64182904e-01  -2.04576046e-01]
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   -1.82942850e-01  -3.83130206e-01]
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   -1.97436354e-02  -9.13021303e-02]
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   -2.02751019e-02   1.73537138e-01]
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   -5.56249520e-02  -2.21913154e-02]
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 [  2.39191140e-01   3.26863886e-01   2.43588831e-01   1.41213830e-01
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 [  6.71490199e-02  -2.99382849e-01  -1.75412715e-01  -8.20272521e-02
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   -8.87249828e-02  -3.21990704e-02]
 [ -3.30812406e-01  -1.49597170e-02   2.11829305e-02  -1.86406251e-03
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   -6.46141747e-02   9.41045507e-02]
 [  1.62959708e-01  -1.93047022e-02  -2.25160715e-01  -4.40570822e-02
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 [  2.32758652e-01  -2.16741823e-01   7.29127124e-02   8.96199626e-03
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 [ -9.96679567e-02  -9.03727695e-02   1.23261145e-01   1.14502096e-01
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    1.82833492e-01   4.75458262e-03]
 [ -7.11427389e-02  -2.47695502e-01   1.68882999e-01  -3.67381173e-01
   -3.27231975e-01   1.50070834e-01   1.61222116e-01  -1.28428742e-01
   -4.82216811e-02   1.44304831e-01]]
[[ 0.6262195 ]
 [ 1.8205719 ]
 [ 0.21475084]
 [ 0.90655861]
 [-2.85684308]
 [-0.30815625]
 [-1.8620089 ]
 [ 0.0680972 ]
 [ 0.69532806]
 [ 0.88229044]]
Progress: 58.8% ... Training loss: 0.254 ... Validation loss: 0.432[[  1.87191274e-01   3.63489625e-01  -9.49530519e-02   1.32130366e-01
   -3.85286407e-01  -7.80434064e-02  -1.32667849e-01   1.20272791e-01
   -2.84472387e-02   2.48479685e-01]
 [  1.09949553e-02   1.22179612e-01  -1.99962417e-02   4.58931333e-02
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 [  2.19469357e-01   7.46639098e-01   1.38159611e-02  -4.32598692e-02
    8.79379116e-01  -2.73691935e-02  -1.02103668e+00  -4.16830993e-02
    7.38750535e-02   3.12757515e-01]
 [  6.40465315e-02  -4.52813767e-01  -1.84469170e-01   2.54721498e-01
   -7.74598767e-02   1.19741992e-01   2.68036135e-01   6.64805284e-02
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 [ -4.24037673e-02   3.88155329e-02  -1.50402303e-01   3.66442642e-02
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   -1.95841999e-01  -6.16528644e-02]
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   -4.77918333e-02  -5.50853695e-02]
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   -8.72484992e-02  -4.48343763e-02   9.46978650e-02   1.14567822e-01
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   -1.38520151e-01   6.67720600e-02  -6.48888304e-02  -3.02424634e-02
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   -3.06134067e-02   3.17582345e-02]
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   -1.64628358e-01  -2.05110070e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -2.87161430e-01  -1.06431250e-01]
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   -9.48754441e-02  -1.05926884e-02]
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   -2.52243006e-02  -5.57296512e-02]
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   -1.83079207e-01  -3.83330549e-01]
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   -3.67036129e-01  -2.23187574e-01]
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 [  3.63825921e-01   3.76278326e-01  -7.69010880e-02   3.17455183e-01
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 [  5.39266377e-02   1.18200114e-01   2.56389997e-01   2.53114285e-01
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   -1.96929658e-02  -9.12280689e-02]
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   -2.03160940e-02   1.73469238e-01]
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   -5.65650983e-02  -2.33216010e-02]
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   -3.40959333e-02   4.90364311e-02]
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   -2.12805831e-01   2.61777921e-02]
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   -1.69469960e-01  -2.27065052e-01]
 [  6.61112894e-02  -3.01871088e-01  -1.75815878e-01  -8.36100002e-02
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 [ -9.97828251e-02   1.08198232e-02   2.72174278e-01   2.66842669e-02
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   -8.86366989e-02  -3.21260474e-02]
 [ -3.31884623e-01  -1.81795897e-02   2.08109417e-02  -3.42613865e-03
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    1.35144593e-01  -1.45197899e-01]
 [ -1.00303893e-01  -9.24684592e-02   1.23044661e-01   1.13542897e-01
    3.50378324e-02  -1.16684762e-01   2.38677153e-01  -7.87356807e-02
    1.82149772e-01   3.92211498e-03]
 [ -7.22690361e-02  -2.49812175e-01   1.68455968e-01  -3.69238082e-01
   -3.22264550e-01   1.50646059e-01   1.63310418e-01  -1.28564681e-01
   -4.95404214e-02   1.42895984e-01]]
[[ 0.60901129]
 [ 1.80478671]
 [ 0.20031444]
 [ 0.8916167 ]
 [-2.87020221]
 [-0.31953059]
 [-1.87266032]
 [ 0.05471283]
 [ 0.67976803]
 [ 0.86490146]]
Progress: 58.8% ... Training loss: 0.265 ... Validation loss: 0.441[[  1.87636316e-01   3.66143815e-01  -9.47688054e-02   1.32944701e-01
   -3.90214239e-01  -7.82965709e-02  -1.34870028e-01   1.20316882e-01
   -2.78723173e-02   2.49143395e-01]
 [  1.11511966e-02   1.22481628e-01  -1.99268367e-02   4.62044452e-02
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 [  2.21140659e-01   7.51194772e-01   1.43474221e-02  -4.10678945e-02
    8.74809115e-01  -2.82215088e-02  -1.02542722e+00  -4.15272441e-02
    7.58562894e-02   3.15090911e-01]
 [  6.20102018e-02  -4.60046002e-01  -1.85182858e-01   2.51878804e-01
   -6.93194731e-02   1.20919765e-01   2.74046187e-01   6.62831457e-02
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 [ -4.18326631e-02   4.11408798e-02  -1.50174128e-01   3.75947571e-02
   -9.94491993e-02  -1.77751976e-01   1.43839137e-01  -1.16292832e-01
   -1.95397948e-01  -6.09367494e-02]
 [ -4.06440739e-01  -6.78894460e-01  -3.06937281e-01   1.33054277e-01
   -3.03134460e-01   4.53467872e-02   3.93755626e-01  -4.19745377e-02
   -4.71967124e-02  -5.43821130e-02]
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   -2.80461968e-02   3.46372843e-02]
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   -1.65153740e-01  -2.05667700e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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 [ -2.92030255e-01  -3.49447985e-01   9.18200380e-02   2.04993830e-01
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   -2.87198558e-01  -1.06531831e-01]
 [  8.35527998e-02  -2.36511694e-01  -2.91454800e-02   9.18270354e-02
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 [  3.07269024e-02  -1.41914038e-01  -2.13321759e-01   1.37534428e-01
   -7.32844216e-02   8.32102404e-02  -1.11712830e-02  -2.09195918e-02
   -9.42649564e-02  -9.83506058e-03]
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 [  6.53044391e-02  -1.17203569e-02   8.80868315e-02   8.81488926e-02
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   -2.41322284e-02  -5.44903132e-02]
 [  9.62359205e-03  -1.52620679e-01  -2.93863780e-01  -5.42702191e-02
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 [  5.92155809e-02  -4.64635459e-02  -1.11589889e-01   6.52937941e-02
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   -1.44471826e-01  -4.23569424e-02]
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   -1.82929782e-01  -3.83151836e-01]
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 [  9.40613837e-03  -5.46561083e-01  -4.50155543e-02  -1.09336645e-01
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   -3.66889908e-01  -2.23005666e-01]
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   -7.10854180e-02   8.57218936e-02]
 [ -3.03748310e-01  -5.01705775e-01   5.39866496e-02  -5.03407644e-02
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   -9.07879959e-02  -1.36530098e-01]
 [ -2.13548300e-01  -3.72113920e-01   2.49680746e-01  -2.47489532e-01
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   -2.61604268e-01  -3.00054681e-02]
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   -2.17292412e-02  -1.31992996e-01]
 [  9.14295045e-02   2.58728776e-01   1.56183478e-01  -1.19030700e-01
   -9.45870563e-02   5.89998639e-02  -1.51073286e-01   2.79832827e-01
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 [  3.62711439e-01   3.73528288e-01  -7.72821260e-02   3.15873271e-01
   -8.86492161e-01  -2.89687316e-01  -5.13181838e-01   1.77670379e-01
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 [  5.39965928e-02   1.18138404e-01   2.56423750e-01   2.53220263e-01
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   -1.32032527e-01  -2.82215031e-01]
 [  1.81585939e-02  -9.96876667e-02  -1.22347562e-01  -6.39612655e-02
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 [  6.39180251e-03  -4.07574258e-02  -6.66244581e-02  -4.77517060e-02
   -3.35465574e-02  -1.81739331e-01   5.71592565e-02   1.00650022e-02
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 [  3.05141123e-02   1.04824989e-01   2.43693379e-01   7.32693307e-02
   -2.12500240e-01  -1.37787573e-01   7.58883146e-02   3.90603099e-02
   -1.87349945e-01   1.06220818e-01]
 [  7.45198358e-02   5.86108658e-02   1.06933155e-01   4.55216767e-03
   -2.19524517e-01   6.67982507e-02   2.33505820e-02  -2.71666414e-01
   -1.88450809e-02  -9.01582822e-02]
 [ -7.11719658e-03   1.27936020e-01   8.50056244e-02  -3.22956431e-02
   -6.73394604e-02   1.78049127e-01   5.76182058e-02   1.17889564e-01
   -2.08178437e-02   1.72829203e-01]
 [  2.23719811e-01   9.74929815e-02   2.82744284e-02   7.70221708e-02
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   -5.69125646e-02  -2.37739193e-02]
 [  5.58575786e-02   6.93512809e-02   2.11904013e-02   5.67970989e-02
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 [  6.72594081e-02   5.02936887e-01   1.30824955e-01   4.55368979e-01
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 [  2.39315919e-01   3.27466340e-01   2.43643434e-01   1.41381727e-01
   -5.58676389e-01   8.36686504e-02  -2.17509885e-01   1.61216994e-01
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 [ -7.49758704e-02   2.50637079e-01   2.40425465e-01   1.48014076e-02
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   -3.38810589e-02   4.92836583e-02]
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   -2.82995440e-01  -1.02382887e-01]
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   -2.12986317e-01   2.59495803e-02]
 [  6.36800727e-03  -4.42056073e-01  -1.29366592e-01  -1.66739099e-01
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   -1.69328025e-01  -2.26898089e-01]
 [  6.56261773e-02  -3.02621008e-01  -1.75973094e-01  -8.43462731e-02
   -2.20370774e-01  -2.39775150e-02   1.92437851e-01  -1.62215807e-01
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 [ -9.91431682e-02   1.23847322e-02   2.72395170e-01   2.77014109e-02
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   -8.79128951e-02  -3.12370150e-02]
 [ -3.31363310e-01  -1.68229301e-02   2.09754052e-02  -2.59949560e-03
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   -6.51626393e-02   9.35069207e-02]
 [  1.62692344e-01  -2.07003248e-02  -2.25241893e-01  -4.43812998e-02
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 [  2.32884297e-01  -2.17264352e-01   7.29482731e-02   9.09848478e-03
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 [ -9.96045103e-02  -9.13300515e-02   1.23305478e-01   1.14794509e-01
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    1.82984397e-01   4.93261597e-03]
 [ -7.20158852e-02  -2.47964115e-01   1.68544780e-01  -3.68955944e-01
   -3.25309603e-01   1.50503086e-01   1.62255123e-01  -1.28542743e-01
   -4.91280304e-02   1.43142147e-01]]
[[ 0.61528968]
 [ 1.81057567]
 [ 0.2089956 ]
 [ 0.89588941]
 [-2.86123064]
 [-0.31296412]
 [-1.86511382]
 [ 0.06032338]
 [ 0.68462623]
 [ 0.87120874]]
Progress: 58.9% ... Training loss: 0.256 ... Validation loss: 0.436[[  1.87801571e-01   3.67190596e-01  -9.47170394e-02   1.32935840e-01
   -3.87786559e-01  -7.83819989e-02  -1.34891007e-01   1.20332992e-01
   -2.78299760e-02   2.49273524e-01]
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    1.43483324e-01  -2.71812811e-02]
 [  2.19973042e-01   7.48527056e-01   1.37453612e-02  -4.34756255e-02
    8.80673503e-01  -2.74997901e-02  -1.02339531e+00  -4.16681065e-02
    7.43134972e-02   3.13046917e-01]
 [  6.08583889e-02  -4.62760358e-01  -1.85419364e-01   2.50434791e-01
   -6.75724076e-02   1.21646220e-01   2.76915931e-01   6.61756918e-02
    1.48302240e-01   3.34514890e-01]
 [ -4.39504999e-02   3.52907668e-02  -1.50877404e-01   3.44924937e-02
   -9.19259566e-02  -1.76564232e-01   1.50147550e-01  -1.16519912e-01
   -1.97698820e-01  -6.44581270e-02]
 [ -4.07335697e-01  -6.80444859e-01  -3.07171826e-01   1.31933146e-01
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   -4.81176423e-02  -5.56159858e-02]
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   -6.75716289e-02  -7.23085989e-02   1.83716721e-01  -1.92618838e-01
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 [ -9.87169643e-02  -8.95823861e-02   1.23632906e-01   1.16065931e-01
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    1.84011360e-01   6.20255421e-03]
 [ -7.14822418e-02  -2.47487951e-01   1.68690931e-01  -3.68332035e-01
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   -4.84743431e-02   1.43891965e-01]]
[[ 0.62094666]
 [ 1.81473851]
 [ 0.21888127]
 [ 0.90291729]
 [-2.85579414]
 [-0.30615854]
 [-1.85502051]
 [ 0.06701197]
 [ 0.69337767]
 [ 0.87789479]]
Progress: 58.9% ... Training loss: 0.254 ... Validation loss: 0.436[[  1.87206181e-01   3.66572410e-01  -9.49230632e-02   1.32040959e-01
   -3.86978865e-01  -7.80810058e-02  -1.35012316e-01   1.20272336e-01
   -2.85228267e-02   2.48483883e-01]
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    1.43727065e-01  -2.68680951e-02]
 [  2.22187692e-01   7.52279283e-01   1.45892353e-02  -3.98823057e-02
    8.71803389e-01  -2.87581530e-02  -1.02722766e+00  -4.14095263e-02
    7.71595141e-02   3.16670216e-01]
 [  5.95995986e-02  -4.65849946e-01  -1.85916939e-01   2.48816767e-01
   -5.77884431e-02   1.22320284e-01   2.79653526e-01   6.60592587e-02
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 [ -4.21134717e-02   3.98806805e-02  -1.50198691e-01   3.69927679e-02
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   -4.87550572e-02  -5.64449223e-02]
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   -1.64404607e-01  -2.04736603e-01]
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 [  8.67552202e-03  -1.55291864e-01  -2.94285883e-01  -5.59151508e-02
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   -1.83459764e-02  -8.95636967e-02]
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   -8.86042642e-02  -3.21428310e-02]
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 [ -9.99980294e-02  -9.31803892e-02   1.23165783e-01   1.14239122e-01
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    1.82702048e-01   4.46448877e-03]
 [ -7.09194885e-02  -2.45588539e-01   1.68865224e-01  -3.67707098e-01
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   -4.79641201e-02   1.44632854e-01]]
[[ 0.62610334]
 [ 1.82101341]
 [ 0.22168007]
 [ 0.90499642]
 [-2.85173483]
 [-0.30469665]
 [-1.85604673]
 [ 0.06967723]
 [ 0.69621649]
 [ 0.88041052]]
Progress: 59.0% ... Training loss: 0.254 ... Validation loss: 0.433[[  1.85002386e-01   3.62339510e-01  -9.56743049e-02   1.28791063e-01
   -3.78646967e-01  -7.70470285e-02  -1.29701095e-01   1.20025432e-01
   -3.08905686e-02   2.45392864e-01]
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 [  2.20344279e-01   7.48564620e-01   1.39111164e-02  -4.26869108e-02
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    7.50107580e-02   3.14443751e-01]
 [  5.99672605e-02  -4.63278699e-01  -1.85721808e-01   2.49718687e-01
   -5.97769063e-02   1.22283281e-01   2.79321207e-01   6.61099666e-02
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 [ -4.18068103e-02   4.09515610e-02  -1.50083683e-01   3.71854382e-02
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   -1.95774784e-01  -6.22308225e-02]
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   -4.92493973e-02  -5.72916363e-02]
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   -1.32805080e-01   6.75456648e-02  -5.90280026e-02  -3.04090257e-02
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   -1.64633588e-01  -2.05054023e-01]
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   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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   -3.66965453e-01  -2.23072241e-01]
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 [  5.39255758e-02   1.18168272e-01   2.56401152e-01   2.53061265e-01
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   -5.54820926e-02  -2.20182337e-02]
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   -3.39466772e-02   4.90728546e-02]
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   -2.12849639e-01   2.61302529e-02]
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   -1.69396332e-01  -2.26962547e-01]
 [  6.30167188e-02  -3.08453539e-01  -1.76933691e-01  -8.83361623e-02
   -2.08329436e-01  -2.26732418e-02   1.97924266e-01  -1.62523414e-01
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 [ -1.00152620e-01   9.83979620e-03   2.72026150e-01   2.63557310e-02
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   -8.90816790e-02  -3.27065153e-02]
 [ -3.30066835e-01  -1.36992191e-02   2.13891479e-02  -8.98856749e-04
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   -6.37704850e-02   9.51815139e-02]
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 [  2.33417420e-01  -2.15164339e-01   7.32259224e-02   1.02447687e-02
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    1.36308118e-01  -1.43788170e-01]
 [ -9.98013775e-02  -9.29861451e-02   1.23222818e-01   1.14509942e-01
    3.25119707e-02  -1.16970345e-01   2.38431368e-01  -7.86995728e-02
    1.82881778e-01   4.72107087e-03]
 [ -7.03506086e-02  -2.43172700e-01   1.69023460e-01  -3.67134380e-01
   -3.35926531e-01   1.49787795e-01   1.57728649e-01  -1.28396319e-01
   -4.73448639e-02   1.45273931e-01]]
[[ 0.6178994 ]
 [ 1.81386059]
 [ 0.21472382]
 [ 0.89730487]
 [-2.86039573]
 [-0.31167098]
 [-1.86363451]
 [ 0.06162288]
 [ 0.68727618]
 [ 0.87046249]]
Progress: 59.0% ... Training loss: 0.255 ... Validation loss: 0.434[[  1.87316776e-01   3.66225749e-01  -9.49225868e-02   1.31933262e-01
   -3.83493564e-01  -7.80644665e-02  -1.34634748e-01   1.20235616e-01
   -2.84456557e-02   2.48613631e-01]
 [  1.17188094e-02   1.23826567e-01  -1.97117659e-02   4.71500059e-02
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    1.43590159e-01  -2.71042415e-02]
 [  2.18136737e-01   7.44834977e-01   1.31211055e-02  -4.59010003e-02
    8.86368297e-01  -2.67462411e-02  -1.02359928e+00  -4.18679467e-02
    7.24414513e-02   3.11498145e-01]
 [  6.02780229e-02  -4.64196966e-01  -1.85701631e-01   2.49767587e-01
   -6.02130272e-02   1.22088991e-01   2.80583553e-01   6.61468135e-02
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 [ -4.16020202e-02   4.14954420e-02  -1.49945738e-01   3.81185454e-02
   -1.07850339e-01  -1.77790572e-01   1.42323704e-01  -1.16278861e-01
   -1.95198157e-01  -6.15782030e-02]
 [ -4.05891570e-01  -6.77238509e-01  -3.06758075e-01   1.33650310e-01
   -3.05634705e-01   4.50781205e-02   3.91804949e-01  -4.19396553e-02
   -4.67350475e-02  -5.41043878e-02]
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   -8.35298436e-02  -4.43211105e-02   9.32355645e-02   1.14401033e-01
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   -1.38451726e-01   6.69252160e-02  -6.25312574e-02  -3.02863579e-02
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   -2.51434557e-02   3.82287249e-02]
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   -1.64503948e-01  -2.04850486e-01]
 [ -1.60148569e-01   8.54152988e-04   6.05470581e-02   1.73862397e-02
   -1.66508768e-01  -2.18184650e-01  -1.72506146e-01  -1.97453071e-01
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 [ -2.92392284e-01  -3.49727081e-01   9.16719919e-02   2.04399668e-01
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   -2.87717469e-01  -1.07346893e-01]
 [  8.36372798e-02  -2.36212819e-01  -2.91356108e-02   9.18251472e-02
   -5.51763332e-02  -8.16546582e-02   2.87671600e-01   4.88887253e-04
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 [  3.18622856e-02  -1.39616994e-01  -2.12877872e-01   1.39110853e-01
   -7.76035164e-02   8.25786569e-02  -1.39927654e-02  -2.07811175e-02
   -9.29384152e-02  -8.24685839e-03]
 [ -1.18061233e-01  -1.00733454e-01  -2.00574626e-01   1.62224074e-01
   -1.86350654e-03   1.32734374e-01   5.58992999e-03  -2.50825778e-01
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 [ -5.15889934e-02  -6.01000811e-02   2.81696381e-01   1.24155055e-01
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 [  6.85154632e-02  -4.82556023e-03   8.92193523e-02   9.28201081e-02
   -2.79181331e-02  -1.89454895e-02   1.61016529e-01   1.19896689e-01
   -2.04085679e-02  -5.00572399e-02]
 [  6.07531429e-03  -1.60878677e-01  -2.95292458e-01  -5.98806099e-02
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 [  5.93923096e-02  -4.59533759e-02  -1.11493274e-01   6.55822205e-02
   -2.07018507e-01   3.14616925e-01   2.70670099e-01   2.05049976e-01
   -1.44107414e-01  -4.19357837e-02]
 [  1.03418522e-02  -5.55965709e-03   1.25533515e-01   1.21237416e-01
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   -1.37813288e-01  -3.30455007e-01   1.29032136e-01   8.16327559e-03
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   -3.37469695e-01   2.45228708e-03   7.65436172e-02  -2.62315808e-02
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   -1.82677305e-01  -3.82913313e-01]
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    2.70839220e-02  -3.93394837e-01]
 [  9.44876556e-03  -5.47558481e-01  -4.49963160e-02  -1.09324061e-01
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   -3.66889852e-01  -2.22953857e-01]
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   -7.16084124e-02   8.51512925e-02]
 [ -3.03893748e-01  -5.02324902e-01   5.39155737e-02  -5.05184795e-02
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   -9.09682584e-02  -1.36747801e-01]
 [ -2.13444037e-01  -3.72059488e-01   2.49705680e-01  -2.47363666e-01
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   -2.61497243e-01  -2.98884159e-02]
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   -2.18691282e-02  -1.32171643e-01]
 [  9.08874355e-02   2.57573633e-01   1.55983070e-01  -1.19785361e-01
   -9.35828693e-02   5.92766542e-02  -1.49885451e-01   2.79771788e-01
    5.11514828e-02   1.57687756e-01]
 [  3.64112791e-01   3.76376454e-01  -7.67254476e-02   3.17921295e-01
   -8.86795329e-01  -2.90345658e-01  -5.17060181e-01   1.77837678e-01
    4.03143551e-01  -3.97313940e-03]
 [  5.42838995e-02   1.18701814e-01   2.56524280e-01   2.53542866e-01
   -4.82084910e-02  -1.99888281e-01  -1.84587668e-01  -1.32568612e-01
   -1.31688284e-01  -2.81812655e-01]
 [  1.75995724e-02  -1.01582908e-01  -1.22581299e-01  -6.49033760e-02
    2.25775415e-01   4.14601906e-02  -1.82543496e-03  -1.86163982e-01
    2.40853969e-02   1.96718471e-01]
 [  6.03704869e-03  -4.18161038e-02  -6.67235222e-02  -4.83060020e-02
   -3.07470821e-02  -1.81556616e-01   5.80385479e-02   1.00237264e-02
    3.82919276e-02   6.08786034e-03]
 [  2.99516385e-02   1.02774268e-01   2.43433057e-01   7.21950177e-02
   -2.08452079e-01  -1.37458183e-01   7.71860448e-02   3.89820867e-02
   -1.88067347e-01   1.05276100e-01]
 [  7.54773506e-02   6.12007096e-02   1.07260888e-01   5.86694550e-03
   -2.22283415e-01   6.62992130e-02   2.05515542e-02  -2.71582982e-01
   -1.77651265e-02  -8.89105137e-02]
 [ -4.98712288e-03   1.33148423e-01   8.57200435e-02  -2.94635285e-02
   -7.55519194e-02   1.77005018e-01   5.17447903e-02   1.18094930e-01
   -1.85292994e-02   1.75741352e-01]
 [  2.25344048e-01   1.01848286e-01   2.88165629e-02   7.94234558e-02
    3.04678172e-03  -2.62090620e-02  -2.23448317e-01   1.48141398e-01
   -5.50418952e-02  -2.14551349e-02]
 [  5.59148995e-02   6.95523996e-02   2.12089246e-02   5.69023428e-02
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 [  6.79090900e-02   5.05116173e-01   1.31037239e-01   4.56179282e-01
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 [  2.40209691e-01   3.30159410e-01   2.44041603e-01   1.43098247e-01
   -5.64644081e-01   8.31001897e-02  -2.19848214e-01   1.61336139e-01
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 [ -7.48274378e-02   2.51626280e-01   2.40454382e-01   1.49664110e-02
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   -3.37225274e-02   4.93596893e-02]
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   -2.83016251e-01  -1.02459136e-01]
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   -2.12963774e-01   2.59741150e-02]
 [  6.42639683e-03  -4.42029894e-01  -1.29337600e-01  -1.66652071e-01
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   -1.69244401e-01  -2.26774049e-01]
 [  6.54533368e-02  -3.02668652e-01  -1.76145500e-01  -8.49227906e-02
   -2.19261920e-01  -2.38215317e-02   1.91859778e-01  -1.62290348e-01
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 [ -9.97612503e-02   1.02695614e-02   2.72181795e-01   2.69961260e-02
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   -8.86202051e-02  -3.21475204e-02]
 [ -3.30605104e-01  -1.54083022e-02   2.12149940e-02  -1.68919663e-03
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   -6.43601300e-02   9.44862768e-02]
 [  1.64281169e-01  -1.84907773e-02  -2.24622581e-01  -4.18957045e-02
    6.68189682e-02  -3.11087339e-01   6.74958034e-02  -1.64237788e-01
    2.61705935e-02  -1.53364602e-01]
 [  2.34372709e-01  -2.13411200e-01   7.35703433e-02   1.16544047e-02
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    1.37419917e-01  -1.42381867e-01]
 [ -9.97046969e-02  -9.23468050e-02   1.23246438e-01   1.14634627e-01
    3.16701470e-02  -1.17002958e-01   2.37928882e-01  -7.86937485e-02
    1.82959798e-01   4.78882995e-03]
 [ -7.09260962e-02  -2.44254708e-01   1.68791808e-01  -3.68208682e-01
   -3.32928703e-01   1.50129604e-01   1.57466770e-01  -1.28471385e-01
   -4.81954942e-02   1.44342433e-01]]
[[ 0.62827589]
 [ 1.81800365]
 [ 0.2238208 ]
 [ 0.91093422]
 [-2.85639628]
 [-0.30080374]
 [-1.84638849]
 [ 0.06997708]
 [ 0.69932846]
 [ 0.88006298]]
Progress: 59.0% ... Training loss: 0.255 ... Validation loss: 0.436[[  1.85860418e-01   3.63040230e-01  -9.54360559e-02   1.29931064e-01
   -3.76470818e-01  -7.73909010e-02  -1.31597958e-01   1.20055439e-01
   -3.01494754e-02   2.46575039e-01]
 [  1.16045328e-02   1.23524898e-01  -1.97561074e-02   4.69701456e-02
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    1.43452121e-01  -2.72679375e-02]
 [  2.15238660e-01   7.36771733e-01   1.18961871e-02  -5.09566409e-02
    8.99412401e-01  -2.52050870e-02  -1.01877981e+00  -4.22512681e-02
    6.87129923e-02   3.07124772e-01]
 [  6.08167598e-02  -4.63203632e-01  -1.85470270e-01   2.50871142e-01
   -6.37599720e-02   1.21860477e-01   2.79845407e-01   6.62267217e-02
    1.48515645e-01   3.35140205e-01]
 [ -4.29811971e-02   3.67517304e-02  -1.50395871e-01   3.60204997e-02
   -1.00646979e-01  -1.77218992e-01   1.47375630e-01  -1.16426036e-01
   -1.96554618e-01  -6.35154918e-02]
 [ -4.06507427e-01  -6.78586163e-01  -3.06933805e-01   1.32978542e-01
   -3.03058351e-01   4.53193576e-02   3.93649497e-01  -4.20053669e-02
   -4.73711547e-02  -5.49467194e-02]
 [ -1.23075346e-03  -3.00507584e-01   1.04619152e-02   9.31842642e-02
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    1.82390909e-01   4.14123191e-03]
 [ -7.11371707e-02  -2.45446735e-01   1.68724820e-01  -3.68518550e-01
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   -4.83879931e-02   1.44074139e-01]]
[[ 0.61557526]
 [ 1.80654841]
 [ 0.21441345]
 [ 0.90020709]
 [-2.86601453]
 [-0.30771785]
 [-1.85289356]
 [ 0.0606388 ]
 [ 0.68865948]
 [ 0.86796343]]
Progress: 59.1% ... Training loss: 0.257 ... Validation loss: 0.438[[  1.87054997e-01   3.66992404e-01  -9.49592352e-02   1.32139422e-01
   -3.80916430e-01  -7.80814908e-02  -1.34836330e-01   1.20213996e-01
   -2.84633523e-02   2.48658639e-01]
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 [  2.17489232e-01   7.44181818e-01   1.27507179e-02  -4.70682243e-02
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    7.14751177e-02   3.10520472e-01]
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   -7.25745728e-02   1.20526381e-01   2.73350925e-01   6.64895127e-02
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 [ -4.25220984e-02   3.81595407e-02  -1.50293507e-01   3.64825258e-02
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   -4.71806263e-02  -5.47812355e-02]
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   -1.64822005e-01  -2.05274219e-01]
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 [ -1.00555826e-01  -9.42584058e-02   1.22939654e-01   1.13393962e-01
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 [ -7.27689414e-02  -2.49586172e-01   1.68155136e-01  -3.70905750e-01
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   -5.01023118e-02   1.41947722e-01]]
[[ 0.62836335]
 [ 1.81630008]
 [ 0.22245393]
 [ 0.9120121 ]
 [-2.85777996]
 [-0.29951005]
 [-1.84564912]
 [ 0.07146097]
 [ 0.70115079]
 [ 0.88061725]]
Progress: 59.1% ... Training loss: 0.255 ... Validation loss: 0.439[[  1.86874537e-01   3.66369883e-01  -9.49933700e-02   1.31952224e-01
   -3.78370024e-01  -7.80037931e-02  -1.32821219e-01   1.20200584e-01
   -2.86501708e-02   2.48358356e-01]
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 [  2.17924689e-01   7.44147229e-01   1.29505647e-02  -4.60557114e-02
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    7.21201386e-02   3.11364643e-01]
 [  6.15843233e-02  -4.62225658e-01  -1.85202757e-01   2.51890504e-01
   -6.29212788e-02   1.21558749e-01   2.78611759e-01   6.62474877e-02
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 [ -4.14042488e-02   4.18119157e-02  -1.50049850e-01   3.81435926e-02
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   -4.73393326e-02  -5.51817562e-02]
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   -1.64832634e-01  -2.05356272e-01]
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 [  5.41391208e-02   1.17815672e-01   2.56471509e-01   2.53283061e-01
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   -1.61628038e-02  -8.70188719e-02]
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   -5.67374396e-01   8.28328182e-02  -2.21452746e-01   1.61385449e-01
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   -3.42126880e-02   4.88020145e-02]
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   -2.12790609e-01   2.61851589e-02]
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   -1.69383186e-01  -2.26961839e-01]
 [  6.69646765e-02  -2.99146368e-01  -1.75658656e-01  -8.28306164e-02
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 [ -1.01306108e-01   5.76919095e-03   2.71632183e-01   2.47526644e-02
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   -9.03294211e-02  -3.41985656e-02]
 [ -3.29870694e-01  -1.39597611e-02   2.15004890e-02  -4.92512606e-04
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   -6.34629444e-02   9.57269738e-02]
 [  1.64975580e-01  -1.62531311e-02  -2.24367442e-01  -4.07023864e-02
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    1.37309246e-01  -1.42780785e-01]
 [ -1.00512996e-01  -9.38659984e-02   1.22960112e-01   1.13473622e-01
    3.44956341e-02  -1.16613066e-01   2.39343489e-01  -7.87794103e-02
    1.82012999e-01   3.64248819e-03]
 [ -7.33390552e-02  -2.51003557e-01   1.67910261e-01  -3.71872442e-01
   -3.29721088e-01   1.51329305e-01   1.64850626e-01  -1.28733823e-01
   -5.07735583e-02   1.41094507e-01]]
[[ 0.62387798]
 [ 1.81568562]
 [ 0.21858172]
 [ 0.90651926]
 [-2.86322563]
 [-0.30528821]
 [-1.85391767]
 [ 0.0661808 ]
 [ 0.69394832]
 [ 0.875162  ]]
Progress: 59.2% ... Training loss: 0.254 ... Validation loss: 0.434[[  1.88762868e-01   3.71607029e-01  -9.42949290e-02   1.34917207e-01
   -3.84650543e-01  -7.88948743e-02  -1.37147411e-01   1.20389439e-01
   -2.65952791e-02   2.51023634e-01]
 [  1.18434496e-02   1.23952339e-01  -1.96740196e-02   4.73372019e-02
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 [  2.22244347e-01   7.52493297e-01   1.46088161e-02  -3.95857236e-02
    8.74534994e-01  -2.90037403e-02  -1.03490138e+00  -4.14292268e-02
    7.73999867e-02   3.17527717e-01]
 [  5.92778382e-02  -4.67371947e-01  -1.86092670e-01   2.48993737e-01
   -5.81884467e-02   1.22672941e-01   2.82351791e-01   6.60270026e-02
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 [ -4.03020829e-02   4.63743533e-02  -1.49603802e-01   3.99716388e-02
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   -1.93862776e-01  -6.02165131e-02]
 [ -4.06571831e-01  -6.77384437e-01  -3.07049629e-01   1.32674619e-01
   -3.05047317e-01   4.55289225e-02   3.94261208e-01  -4.20410444e-02
   -4.77739686e-02  -5.54366785e-02]
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   -8.22935298e-02  -7.35610327e-02   1.79353660e-01  -1.92381610e-01
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   -9.93266896e-02  -4.60081458e-02   8.51084393e-02   1.14757419e-01
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   -1.34347033e-01   6.72847362e-02  -6.05530171e-02  -3.03916388e-02
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   -2.49170507e-02   3.86558961e-02]
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   -1.64952278e-01  -2.05506247e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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 [ -2.93594211e-01  -3.51637989e-01   9.11573598e-02   2.02563804e-01
   -1.81245287e-01  -5.97088711e-02   1.17516380e-01  -2.62650765e-01
   -2.89361240e-01  -1.09282398e-01]
 [  8.41965564e-02  -2.35384535e-01  -2.89170897e-02   9.27497244e-02
   -5.68036523e-02  -8.19669280e-02   2.87053322e-01   5.54505245e-04
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 [  3.17945937e-02  -1.38939268e-01  -2.12867391e-01   1.38960860e-01
   -7.77777840e-02   8.25695693e-02  -1.36070844e-02  -2.07766613e-02
   -9.30639019e-02  -8.37422198e-03]
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 [ -5.17543935e-02  -6.17296705e-02   2.81591962e-01   1.23834573e-01
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 [  6.96628136e-02  -1.86587993e-03   8.96092243e-02   9.44051649e-02
   -3.33741483e-02  -1.95521345e-02   1.58138637e-01   1.20023412e-01
   -1.90876751e-02  -4.84310017e-02]
 [  6.76974367e-03  -1.60147483e-01  -2.95056187e-01  -5.89192838e-02
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 [  5.97657925e-02  -4.53710470e-02  -1.11306459e-01   6.65673529e-02
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   -1.43429052e-01  -4.10642309e-02]
 [  1.24803768e-02  -1.68393888e-04   1.26294339e-01   1.24504402e-01
   -8.11586158e-04   1.01305142e-01  -9.07859854e-02  -4.10934649e-02
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   -7.83165905e-02  -2.03860427e-01  -2.41630586e-02  -2.08349746e-02
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   -3.38433758e-01   2.43063360e-03   7.63400299e-02  -2.62364143e-02
   -1.59016318e-02   3.21543281e-02]
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   -1.82481062e-01  -3.82762157e-01]
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 [  9.16641799e-03  -5.48299825e-01  -4.50797043e-02  -1.09671690e-01
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   -3.67165760e-01  -2.23302204e-01]
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   -7.14988274e-02   8.53433180e-02]
 [ -3.03914713e-01  -5.03137586e-01   5.39195275e-02  -5.05173130e-02
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   -9.09607587e-02  -1.36709225e-01]
 [ -2.13865586e-01  -3.73040806e-01   2.49547687e-01  -2.48039393e-01
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   -2.62007842e-01  -3.03911721e-02]
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   -2.16320116e-02  -1.31805874e-01]
 [  9.18987958e-02   2.60569519e-01   1.56382432e-01  -1.18017739e-01
   -9.75386362e-02   5.86983828e-02  -1.52742525e-01   2.79880061e-01
    5.23119191e-02   1.59341929e-01]
 [  3.62954985e-01   3.74102868e-01  -7.71440438e-02   3.16283837e-01
   -8.86094723e-01  -2.89763407e-01  -5.13832605e-01   1.77710958e-01
    4.01783103e-01  -5.51649840e-03]
 [  5.41367585e-02   1.18056943e-01   2.56462539e-01   2.53205052e-01
   -4.72652206e-02  -1.99823434e-01  -1.84452608e-01  -1.32588132e-01
   -1.31881853e-01  -2.82058267e-01]
 [  1.76970811e-02  -1.01679442e-01  -1.22560675e-01  -6.47971091e-02
    2.25181374e-01   4.13914071e-02  -2.21897882e-03  -1.86168743e-01
    2.41623757e-02   1.96729096e-01]
 [  5.35081424e-03  -4.37929991e-02  -6.69721763e-02  -4.93048546e-02
   -2.76741716e-02  -1.81267154e-01   5.98196020e-02   9.94511478e-03
    3.75143977e-02   5.13711955e-03]
 [  3.04766304e-02   1.04090445e-01   2.43600044e-01   7.29733958e-02
   -2.11623341e-01  -1.37708729e-01   7.57746207e-02   3.90473399e-02
   -1.87383768e-01   1.05957075e-01]
 [  7.79263694e-02   6.70405693e-02   1.08132504e-01   9.44367044e-03
   -2.28962713e-01   6.51038177e-02   1.50469540e-02  -2.71341231e-01
   -1.50651475e-02  -8.56732516e-02]
 [ -5.16944528e-03   1.32709261e-01   8.56422953e-02  -2.97717987e-02
   -7.31012372e-02   1.77072667e-01   5.23918804e-02   1.18078565e-01
   -1.87415682e-02   1.75520574e-01]
 [  2.23990962e-01   9.85011457e-02   2.82672123e-02   7.71274696e-02
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   -5.66794568e-02  -2.35420648e-02]
 [  5.54265163e-02   6.84836020e-02   2.10373969e-02   5.61312502e-02
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 [  6.83388542e-02   5.06387786e-01   1.31222305e-01   4.57001971e-01
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 [  2.40401779e-01   3.31322937e-01   2.44109029e-01   1.43582161e-01
   -5.66502518e-01   8.29764211e-02  -2.21049784e-01   1.61356727e-01
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 [ -7.52206539e-02   2.50588974e-01   2.40307140e-01   1.43645388e-02
   -9.81066851e-02   1.31518029e-01  -1.18334847e-01  -1.54461568e-02
   -3.41724259e-02   4.88603679e-02]
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   -2.83259672e-01  -1.02741416e-01]
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   -2.12956708e-01   2.59845672e-02]
 [  6.70752492e-03  -4.41679702e-01  -1.29232616e-01  -1.66245074e-01
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   -1.68913984e-01  -2.26365330e-01]
 [  6.77090123e-02  -2.97236285e-01  -1.75398741e-01  -8.17382811e-02
   -2.30229556e-01  -2.49111635e-02   1.85247348e-01  -1.62088478e-01
    7.45454806e-02  -2.23664179e-01]
 [ -1.00608773e-01   7.33058672e-03   2.71861285e-01   2.58368939e-02
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   -8.95790536e-02  -3.32927280e-02]
 [ -3.30307364e-01  -1.55836636e-02   2.13525425e-02  -1.12243931e-03
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   -6.39445458e-02   9.51401549e-02]
 [  1.64833919e-01  -1.73366701e-02  -2.24476007e-01  -4.10591170e-02
    6.73987994e-02  -3.11336794e-01   6.62976478e-02  -1.64210440e-01
    2.67653845e-02  -1.52611588e-01]
 [  2.34391580e-01  -2.12537426e-01   7.36863786e-02   1.21889588e-02
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    1.37760981e-01  -1.42233665e-01]
 [ -1.00157333e-01  -9.35905312e-02   1.23088809e-01   1.14049237e-01
    3.27622048e-02  -1.16732301e-01   2.38849189e-01  -7.87383815e-02
    1.82333929e-01   4.01732333e-03]
 [ -7.16214863e-02  -2.45436793e-01   1.68498165e-01  -3.69579225e-01
   -3.37449390e-01   1.50532582e-01   1.59873880e-01  -1.28562915e-01
   -4.90453616e-02   1.43495019e-01]]
[[ 0.63754244]
 [ 1.8289156 ]
 [ 0.22860893]
 [ 0.91447178]
 [-2.85334286]
 [-0.29634144]
 [-1.84807676]
 [ 0.07544902]
 [ 0.70540162]
 [ 0.88684324]]
Progress: 59.2% ... Training loss: 0.259 ... Validation loss: 0.434[[  1.84950469e-01   3.62680600e-01  -9.57304801e-02   1.28973815e-01
   -3.70327894e-01  -7.70632518e-02  -1.28095540e-01   1.19910134e-01
   -3.08036441e-02   2.45777125e-01]
 [  1.15896720e-02   1.23177341e-01  -1.97954924e-02   4.68901438e-02
    7.42855522e-02  -6.62071135e-03   3.38225666e-01   4.07049319e-02
    1.43412996e-01  -2.73716082e-02]
 [  2.24831556e-01   7.59460245e-01   1.55898362e-02  -3.57669478e-02
    8.68845134e-01  -3.02731579e-02  -1.04053690e+00  -4.11236043e-02
    8.02977074e-02   3.21604141e-01]
 [  5.97423156e-02  -4.66277906e-01  -1.85836349e-01   2.50203643e-01
   -5.85115207e-02   1.22335008e-01   2.82141709e-01   6.61134635e-02
    1.47439027e-01   3.34526591e-01]
 [ -3.96850366e-02   4.85718759e-02  -1.49387320e-01   4.05510598e-02
   -1.18456128e-01  -1.78819078e-01   1.32921188e-01  -1.16091399e-01
   -1.93393802e-01  -5.96205074e-02]
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 [ -7.30938236e-02  -2.48044667e-01   1.67939046e-01  -3.71873830e-01
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[[ 0.62891555]
 [ 1.82393023]
 [ 0.21950985]
 [ 0.90270047]
 [-2.85674242]
 [-0.30620563]
 [-1.86581755]
 [ 0.06574035]
 [ 0.69404517]
 [ 0.87588966]]
Progress: 59.3% ... Training loss: 0.254 ... Validation loss: 0.429[[  1.83753116e-01   3.59274440e-01  -9.61522412e-02   1.27152697e-01
   -3.65224439e-01  -7.64668508e-02  -1.24468435e-01   1.19794803e-01
   -3.21482899e-02   2.44364229e-01]
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 [  2.24367008e-01   7.57479506e-01   1.55340905e-02  -3.60407376e-02
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    8.00205741e-02   3.21253351e-01]
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   -1.65561056e-01  -2.06308563e-01]
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   -1.53764486e-02  -8.61081204e-02]
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 [  6.70075171e-02  -2.97204415e-01  -1.75658316e-01  -8.28598355e-02
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   -9.08235852e-02  -3.48412987e-02]
 [ -3.30324706e-01  -1.58049639e-02   2.13217265e-02  -1.31500175e-03
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   -6.39754500e-02   9.51041012e-02]
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 [  2.34443043e-01  -2.12900895e-01   7.36928145e-02   1.20851260e-02
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 [ -1.00265616e-01  -9.40006365e-02   1.23011475e-01   1.13757842e-01
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    1.82045971e-01   3.78959559e-03]
 [ -7.38335320e-02  -2.50071593e-01   1.67672257e-01  -3.73044754e-01
   -3.33485060e-01   1.51614883e-01   1.64741708e-01  -1.28826618e-01
   -5.15962750e-02   1.40348945e-01]]
[[ 0.62721675]
 [ 1.82021571]
 [ 0.21517087]
 [ 0.90126769]
 [-2.85750879]
 [-0.30832219]
 [-1.86740491]
 [ 0.06423127]
 [ 0.69371786]
 [ 0.87306615]]
Progress: 59.4% ... Training loss: 0.254 ... Validation loss: 0.432[[  1.86004600e-01   3.65457331e-01  -9.52490414e-02   1.30908352e-01
   -3.76305840e-01  -7.76895453e-02  -1.29358950e-01   1.20058605e-01
   -2.93542125e-02   2.47914765e-01]
 [  1.16703066e-02   1.23431157e-01  -1.97643042e-02   4.70502486e-02
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    1.43552039e-01  -2.72574151e-02]
 [  2.28502684e-01   7.67347668e-01   1.70211866e-02  -2.97949787e-02
    8.52399524e-01  -3.23411915e-02  -1.04932061e+00  -4.06911747e-02
    8.49305278e-02   3.27288092e-01]
 [  5.91163700e-02  -4.66277153e-01  -1.86112170e-01   2.48890770e-01
   -5.65387041e-02   1.22748859e-01   2.82606802e-01   6.60199023e-02
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 [ -3.79065567e-02   5.22145466e-02  -1.48726754e-01   4.35726917e-02
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   -1.91136332e-01  -5.73180957e-02]
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   -5.03137227e-02  -5.87157658e-02]
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   -1.64685644e-01  -2.05228996e-01]
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   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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   -9.33761510e-02  -8.78564386e-03]
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 [  6.95571170e-02  -2.50502238e-03   8.95698129e-02   9.42031157e-02
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   -1.91871632e-02  -4.85364550e-02]
 [  7.43717870e-03  -1.57863668e-01  -2.94779022e-01  -5.78430185e-02
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   -1.82632076e-01  -3.83012430e-01]
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 [  9.58246715e-03  -5.48083880e-01  -4.49393780e-02  -1.09075510e-01
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   -3.66680968e-01  -2.22730281e-01]
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   -9.15198934e-02  -1.37403283e-01]
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   -2.61723569e-01  -3.00672282e-02]
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   -9.39952369e-02   5.95313417e-02  -1.49490404e-01   2.79696111e-01
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 [  3.62764158e-01   3.73458409e-01  -7.72115872e-02   3.15933169e-01
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 [  5.41073297e-02   1.17857053e-01   2.56467487e-01   2.53146400e-01
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   -3.02220659e-02  -1.81575540e-01   5.80797038e-02   1.00007235e-02
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   -1.85908149e-01   1.07873821e-01]
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   -1.53764486e-02  -8.61081204e-02]
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   -1.81219180e-02   1.76164879e-01]
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   -5.43178033e-02  -2.05049901e-02]
 [  5.55271729e-02   6.89935592e-02   2.10928644e-02   5.62924767e-02
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   -5.74680441e-01   8.21376894e-02  -2.24782371e-01   1.61537025e-01
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   -3.46256805e-02   4.82512771e-02]
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   -2.13496011e-01   2.53858112e-02]
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   -1.69237564e-01  -2.26690296e-01]
 [  6.79616372e-02  -2.93368305e-01  -1.75323499e-01  -8.14842800e-02
   -2.36304954e-01  -2.49771422e-02   1.83661387e-01  -1.62087493e-01
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 [ -1.01397722e-01   5.19454085e-03   2.71538409e-01   2.44930017e-02
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   -9.05162540e-02  -3.45158820e-02]
 [ -3.29887570e-01  -1.48184829e-02   2.14706053e-02  -6.88015535e-04
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   -6.34868688e-02   9.56198049e-02]
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 [  2.34565226e-01  -2.12602721e-01   7.37583171e-02   1.23690917e-02
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    1.37889522e-01  -1.41966459e-01]
 [ -9.98759549e-02  -9.34225958e-02   1.23162091e-01   1.14375646e-01
    3.33017256e-02  -1.16870535e-01   2.38197165e-01  -7.87205669e-02
    1.82533886e-01   4.37996218e-03]
 [ -7.40010232e-02  -2.50617939e-01   1.67628216e-01  -3.73262887e-01
   -3.35370493e-01   1.51718225e-01   1.65594978e-01  -1.28843782e-01
   -5.17208897e-02   1.40037371e-01]]
[[ 0.63692947]
 [ 1.83307163]
 [ 0.22357232]
 [ 0.90764102]
 [-2.84710477]
 [-0.30280583]
 [-1.86498352]
 [ 0.07094313]
 [ 0.69924605]
 [ 0.88074909]]
Progress: 59.4% ... Training loss: 0.259 ... Validation loss: 0.426[[  1.85405314e-01   3.63080254e-01  -9.53821069e-02   1.30219778e-01
   -3.69859912e-01  -7.73783059e-02  -1.26104084e-01   1.20007930e-01
   -3.00329927e-02   2.47219389e-01]
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    1.43782414e-01  -2.70076602e-02]
 [  2.25328664e-01   7.59748945e-01   1.58895449e-02  -3.40738125e-02
    8.64839638e-01  -3.07833320e-02  -1.04228679e+00  -4.10449623e-02
    8.12013666e-02   3.23121263e-01]
 [  5.71256977e-02  -4.72229547e-01  -1.86788595e-01   2.45741058e-01
   -5.10119051e-02   1.23691930e-01   2.88100575e-01   6.57961024e-02
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 [ -3.99554362e-02   4.84935424e-02  -1.49375985e-01   4.05976158e-02
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   -1.93326330e-01  -6.00986216e-02]
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   -3.03510273e-01   4.63580703e-02   3.97724229e-01  -4.22377678e-02
   -4.97598870e-02  -5.81165384e-02]
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   -9.87531316e-02  -4.56289763e-02   8.84311788e-02   1.14647812e-01
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   -1.31958453e-01   6.76519120e-02  -5.76866935e-02  -3.04669391e-02
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   -2.91297581e-02   3.31634060e-02]
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   -1.65692824e-01  -2.06435057e-01]
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   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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   -2.89715779e-01  -1.09843708e-01]
 [  8.35959588e-02  -2.37047528e-01  -2.91349218e-02   9.18605843e-02
   -5.57885417e-02  -8.16974412e-02   2.88735551e-01   4.78261690e-04
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 [  3.18339684e-02  -1.39026933e-01  -2.12839200e-01   1.38893136e-01
   -7.66810517e-02   8.25500201e-02  -1.36792270e-02  -2.07667413e-02
   -9.30367888e-02  -8.36291743e-03]
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   -1.27782393e-03   1.33082818e-01   6.24630061e-03  -2.50954891e-01
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 [  6.99526548e-02  -1.53280047e-03   8.96860173e-02   9.46845974e-02
   -3.46596085e-02  -1.96745784e-02   1.57629256e-01   1.20043041e-01
   -1.88274614e-02  -4.80989653e-02]
 [  6.60871821e-03  -1.59632451e-01  -2.95021400e-01  -5.88086040e-02
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 [  5.94323251e-02  -4.69667936e-02  -1.11454099e-01   6.60899811e-02
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   -1.43768741e-01  -4.13924253e-02]
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   -1.32433105e-01  -3.29666945e-01   1.33593868e-01   7.97757566e-03
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   -7.61241697e-02  -2.03545857e-01  -2.20523598e-02  -2.09093006e-02
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   -1.82214439e-01  -3.82585677e-01]
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 [  8.94951703e-03  -5.49703446e-01  -4.51775389e-02  -1.10043648e-01
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   -3.67417445e-01  -2.23624789e-01]
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   -7.20234030e-02   8.48633164e-02]
 [ -3.04379443e-01  -5.04422666e-01   5.37299584e-02  -5.12619911e-02
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   -9.15010684e-02  -1.37372665e-01]
 [ -2.13654905e-01  -3.72732592e-01   2.49617575e-01  -2.47754672e-01
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   -2.61776372e-01  -3.00925190e-02]
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   -2.33824596e-02  -1.34010448e-01]
 [  9.02359748e-02   2.57685311e-01   1.55795909e-01  -1.20565594e-01
   -9.37849339e-02   5.95541810e-02  -1.49368839e-01   2.79690629e-01
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 [  3.62745993e-01   3.73343210e-01  -7.71655282e-02   3.15927689e-01
   -8.86053872e-01  -2.89682400e-01  -5.12475237e-01   1.77700016e-01
    4.01882221e-01  -5.73846621e-03]
 [  5.41661164e-02   1.17993695e-01   2.56486338e-01   2.53198000e-01
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   -1.31871548e-01  -2.82121467e-01]
 [  1.72031541e-02  -1.03496837e-01  -1.22779622e-01  -6.56488148e-02
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 [  6.08856544e-03  -4.17872528e-02  -6.67162470e-02  -4.82250033e-02
   -2.96297611e-02  -1.81627498e-01   5.76348744e-02   1.00088867e-02
    3.82859414e-02   6.06747340e-03]
 [  3.14363092e-02   1.07164175e-01   2.43962570e-01   7.44158734e-02
   -2.15530524e-01  -1.38199361e-01   7.28307315e-02   3.91643616e-02
   -1.86303077e-01   1.07387011e-01]
 [  7.66842557e-02   6.39575254e-02   1.07645113e-01   7.40496214e-03
   -2.22935868e-01   6.57731748e-02   1.73996329e-02  -2.71495337e-01
   -1.65851613e-02  -8.76017460e-02]
 [ -5.12262653e-03   1.32426458e-01   8.56670180e-02  -2.97169186e-02
   -7.29029030e-02   1.77032408e-01   5.25572746e-02   1.18082460e-01
   -1.87131220e-02   1.75452129e-01]
 [  2.25838303e-01   1.03239447e-01   2.89709999e-02   7.99381053e-02
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   -5.45890785e-02  -2.08391880e-02]
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 [  6.77971254e-02   5.05281217e-01   1.30995629e-01   4.56111696e-01
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 [  2.41449413e-01   3.34279756e-01   2.44533624e-01   1.45350651e-01
   -5.72902350e-01   8.23907172e-02  -2.23519888e-01   1.61474278e-01
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 [ -7.59117859e-02   2.49292399e-01   2.40039988e-01   1.32618809e-02
   -9.58296759e-02   1.31872640e-01  -1.16726830e-01  -1.55286769e-02
   -3.49702929e-02   4.78059365e-02]
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   -2.83257351e-01  -1.02762590e-01]
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   -2.13807829e-01   2.50231290e-02]
 [  6.58218201e-03  -4.42525846e-01  -1.29295292e-01  -1.66536792e-01
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   -1.69149935e-01  -2.26576143e-01]
 [  6.65768480e-02  -2.97434830e-01  -1.75795925e-01  -8.35047455e-02
   -2.30362217e-01  -2.42986693e-02   1.87546120e-01  -1.62252588e-01
    7.32404408e-02  -2.25617924e-01]
 [ -1.01297424e-01   4.66638486e-03   2.71586142e-01   2.46280486e-02
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   -9.03931483e-02  -3.44060790e-02]
 [ -3.28998303e-01  -1.39210449e-02   2.17790639e-02   4.74311810e-04
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   -6.24668432e-02   9.69530311e-02]
 [  1.64271865e-01  -1.92045519e-02  -2.24555572e-01  -4.13629563e-02
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    1.38491450e-01  -1.41244451e-01]
 [ -1.00694167e-01  -9.57787229e-02   1.22870987e-01   1.13194533e-01
    3.62121360e-02  -1.16526822e-01   2.40187851e-01  -7.88139886e-02
    1.81612357e-01   3.28721922e-03]
 [ -7.50080319e-02  -2.51411317e-01   1.67273614e-01  -3.74789627e-01
   -3.33574137e-01   1.52229380e-01   1.66613243e-01  -1.28969319e-01
   -5.28848329e-02   1.38692014e-01]]
[[ 0.62655285]
 [ 1.82740003]
 [ 0.21641442]
 [ 0.90129876]
 [-2.85900811]
 [-0.31033399]
 [-1.8728163 ]
 [ 0.06367005]
 [ 0.69086179]
 [ 0.87119386]]
Progress: 59.5% ... Training loss: 0.255 ... Validation loss: 0.429[[  1.84238972e-01   3.61552421e-01  -9.57234058e-02   1.28644720e-01
   -3.65300450e-01  -7.68434310e-02  -1.24597572e-01   1.19884385e-01
   -3.14003546e-02   2.45518432e-01]
 [  1.13774296e-02   1.22176503e-01  -1.98737668e-02   4.65748486e-02
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    1.43224893e-01  -2.77243470e-02]
 [  2.24942068e-01   7.57983860e-01   1.56864334e-02  -3.48662948e-02
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    8.07283696e-02   3.22494995e-01]
 [  5.74465710e-02  -4.70825823e-01  -1.86593880e-01   2.46582793e-01
   -5.51776478e-02   1.23590196e-01   2.87208271e-01   6.58200587e-02
    1.44725808e-01   3.31453055e-01]
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 [  2.34730298e-01  -2.12668016e-01   7.38889002e-02   1.29735908e-02
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    1.82038791e-01   3.78925229e-03]
 [ -7.62455647e-02  -2.53040252e-01   1.66831827e-01  -3.76725788e-01
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   -5.42857537e-02   1.36819869e-01]]
[[ 0.61678791]
 [ 1.82041433]
 [ 0.20858703]
 [ 0.89340921]
 [-2.86644333]
 [-0.31782031]
 [-1.8822064 ]
 [ 0.05653941]
 [ 0.68198299]
 [ 0.8632972 ]]
Progress: 59.5% ... Training loss: 0.258 ... Validation loss: 0.435[[  1.85614338e-01   3.65122687e-01  -9.52278968e-02   1.30840206e-01
   -3.70897113e-01  -7.75997414e-02  -1.27339053e-01   1.20018123e-01
   -2.98107775e-02   2.47441280e-01]
 [  1.10411519e-02   1.21270018e-01  -1.99883721e-02   4.60693179e-02
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    1.42875679e-01  -2.81940445e-02]
 [  2.25058110e-01   7.58939909e-01   1.57157597e-02  -3.49335805e-02
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    8.09206865e-02   3.22723273e-01]
 [  5.88710174e-02  -4.66578448e-01  -1.86190067e-01   2.48380682e-01
   -6.20322937e-02   1.23056876e-01   2.82055843e-01   6.59151985e-02
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 [ -4.39943810e-02   4.00402858e-02  -1.50591512e-01   3.52467416e-02
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   -1.97477926e-01  -6.57364161e-02]
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   -4.94380419e-02  -5.75749996e-02]
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   -9.79770185e-02  -4.55434320e-02   8.92432015e-02   1.14588867e-01
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   -1.66684364e-01  -2.07627071e-01]
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   -2.89699865e-01  -1.09876396e-01]
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   -9.45586705e-02  -1.01804275e-02]
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 [  7.04619846e-02   5.73937163e-05   8.98897906e-02   9.55187379e-02
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   -1.81582210e-02  -4.72669464e-02]
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 [ -9.96407461e-02  -9.34657046e-02   1.23213565e-01   1.14717930e-01
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    1.82704517e-01   4.69621995e-03]
 [ -7.57797893e-02  -2.51679776e-01   1.67004690e-01  -3.76143789e-01
   -3.34900965e-01   1.52655338e-01   1.66899801e-01  -1.29057905e-01
   -5.37618269e-02   1.37316890e-01]]
[[ 0.62497263]
 [ 1.82533417]
 [ 0.21684323]
 [ 0.90197429]
 [-2.86140516]
 [-0.31015047]
 [-1.87201066]
 [ 0.06535351]
 [ 0.69190504]
 [ 0.87277252]]
Progress: 59.5% ... Training loss: 0.254 ... Validation loss: 0.430[[  1.84737156e-01   3.61561448e-01  -9.55054690e-02   1.29681703e-01
   -3.66986345e-01  -7.71286444e-02  -1.23469342e-01   1.19943762e-01
   -3.06786882e-02   2.46524459e-01]
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 [  2.24113193e-01   7.56179966e-01   1.53469241e-02  -3.65342161e-02
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   -1.67177785e-01  -2.08111917e-01]
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 [  2.40694644e-01   3.32930837e-01   2.44288745e-01   1.44461963e-01
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   -2.13264833e-01   2.56799194e-02]
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   -1.68537965e-01  -2.25830685e-01]
 [  6.66059236e-02  -2.96938841e-01  -1.75711635e-01  -8.31942252e-02
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 [ -1.01607893e-01   3.71238716e-03   2.71514869e-01   2.43284206e-02
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   -9.06799952e-02  -3.47187008e-02]
 [ -3.27227203e-01  -9.87938738e-03   2.23847285e-02   3.11782480e-03
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   -6.06430582e-02   9.92550711e-02]
 [  1.64368032e-01  -1.97587860e-02  -2.24509040e-01  -4.12351768e-02
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    2.64057101e-02  -1.52982206e-01]
 [  2.33733144e-01  -2.15793064e-01   7.35311299e-02   1.15783833e-02
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    1.37237566e-01  -1.42515693e-01]
 [ -9.97268704e-02  -9.36799872e-02   1.23183484e-01   1.14596386e-01
    3.23969391e-02  -1.16999298e-01   2.37784269e-01  -7.87233131e-02
    1.82585289e-01   4.56301401e-03]
 [ -7.69497605e-02  -2.56102705e-01   1.66589507e-01  -3.77911012e-01
   -3.33568503e-01   1.53255569e-01   1.70283575e-01  -1.29176519e-01
   -5.49448503e-02   1.35952929e-01]]
[[ 0.62356818]
 [ 1.82132108]
 [ 0.21450009]
 [ 0.89948583]
 [-2.86009416]
 [-0.31139584]
 [-1.87019743]
 [ 0.06501524]
 [ 0.69044898]
 [ 0.8699145 ]]
Progress: 59.6% ... Training loss: 0.254 ... Validation loss: 0.433[[  1.88364194e-01   3.70837262e-01  -9.42166790e-02   1.34982188e-01
   -3.79914217e-01  -7.89820699e-02  -1.32213815e-01   1.20348714e-01
   -2.66329147e-02   2.51548016e-01]
 [  1.15688592e-02   1.22042743e-01  -1.97968270e-02   4.68814192e-02
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    1.43433265e-01  -2.74630023e-02]
 [  2.26914876e-01   7.63377033e-01   1.64124010e-02  -3.20465523e-02
    8.60469898e-01  -3.18080586e-02  -1.04790993e+00  -4.08524508e-02
    8.33792657e-02   3.25745848e-01]
 [  6.18962471e-02  -4.57888923e-01  -1.85184140e-01   2.52483818e-01
   -7.22530095e-02   1.21562606e-01   2.71818981e-01   6.62177351e-02
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 [ -4.35027267e-02   4.26375751e-02  -1.50408908e-01   3.64756927e-02
   -1.10055318e-01  -1.77313964e-01   1.40789992e-01  -1.16415701e-01
   -1.96508140e-01  -6.52781608e-02]
 [ -4.07828169e-01  -6.81775405e-01  -3.07563403e-01   1.30449988e-01
   -3.06447821e-01   4.62042559e-02   3.98548698e-01  -4.22058231e-02
   -4.95985396e-02  -5.76091062e-02]
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   -7.55812149e-02  -7.18729082e-02   1.88229767e-01  -1.92768656e-01
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   -1.13949258e-01  -4.75316206e-02   8.00448837e-02   1.15028253e-01
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   -1.45259882e-01   6.61384067e-02  -6.59511516e-02  -3.01600480e-02
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 [  1.70535829e-02  -4.82864941e-01   6.45195470e-02  -6.54725894e-02
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   -2.31584168e-02   4.00085185e-02]
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   -1.66043181e-01  -2.06660131e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.94669412e-01  -3.53550557e-01   9.07155477e-02   2.00747099e-01
   -1.80400163e-01  -5.90773589e-02   1.19301780e-01  -2.62784030e-01
   -2.90867270e-01  -1.11323978e-01]
 [  8.47606424e-02  -2.35908035e-01  -2.87084141e-02   9.35172954e-02
   -5.95217109e-02  -8.23590367e-02   2.87355891e-01   6.07107833e-04
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 [  3.05931399e-02  -1.42547546e-01  -2.13274780e-01   1.37212424e-01
   -7.17458392e-02   8.31926851e-02  -1.02513597e-02  -2.08889362e-02
   -9.43652703e-02  -9.86257936e-03]
 [ -1.20426530e-01  -1.05956901e-01  -2.01375938e-01   1.58986052e-01
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 [ -5.21676297e-02  -6.43430151e-02   2.81487686e-01   1.23186645e-01
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 [  7.16869083e-02   2.82440606e-03   9.03157824e-02   9.73214333e-02
   -4.28642948e-02  -2.05300467e-02   1.53882172e-01   1.20231056e-01
   -1.67500580e-02  -4.55048245e-02]
 [  7.09125537e-03  -1.57797849e-01  -2.94825420e-01  -5.80967266e-02
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 [  6.03284804e-02  -4.56173318e-02  -1.11133912e-01   6.74279544e-02
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   -1.42705831e-01  -4.00585653e-02]
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   -1.41120045e-01  -3.30879276e-01   1.26281188e-01   8.23219960e-03
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 [ -1.08891032e-01  -9.80951435e-02  -1.75567860e-02   1.67850312e-02
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   -3.38725037e-01   2.94047809e-03   7.90769773e-02  -2.63590496e-02
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 [ -3.04942203e-02  -1.71988583e-01  -7.50614260e-02  -1.25055189e-01
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   -1.80982889e-01  -3.81120946e-01]
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    2.67927640e-02  -3.93685431e-01]
 [  9.89181699e-03  -5.48674388e-01  -4.48591555e-02  -1.08714471e-01
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   -3.66415172e-01  -2.22303030e-01]
 [ -1.77351447e-01  -6.75103269e-01  -1.19506415e-02  -2.08113520e-01
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   -7.17918314e-02   8.51968217e-02]
 [ -3.03438995e-01  -5.03781373e-01   5.41067850e-02  -4.96794312e-02
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   -9.03358530e-02  -1.35952042e-01]
 [ -2.13467727e-01  -3.72368215e-01   2.49685549e-01  -2.47475770e-01
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   -2.61564211e-01  -2.98506991e-02]
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   -2.37036128e-02  -1.34486063e-01]
 [  9.07327684e-02   2.59711772e-01   1.55965605e-01  -1.19720860e-01
   -9.50900021e-02   5.93175903e-02  -1.50778169e-01   2.79750980e-01
    5.09730891e-02   1.57716616e-01]
 [  3.63710550e-01   3.77045674e-01  -7.67748875e-02   3.17398449e-01
   -8.92033034e-01  -2.90182841e-01  -5.15459487e-01   1.77810080e-01
    4.02910668e-01  -4.16752144e-03]
 [  5.43230927e-02   1.18112963e-01   2.56553493e-01   2.53435898e-01
   -4.68076319e-02  -1.99898418e-01  -1.84976164e-01  -1.32571774e-01
   -1.31710675e-01  -2.81938866e-01]
 [  1.76998091e-02  -1.01928198e-01  -1.22606856e-01  -6.48979220e-02
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    2.40927208e-02   1.96572235e-01]
 [  6.23341262e-03  -4.19471363e-02  -6.66770892e-02  -4.80541561e-02
   -2.87214012e-02  -1.81732013e-01   5.74145839e-02   1.00102627e-02
    3.84112278e-02   6.15897539e-03]
 [  3.13310633e-02   1.07604102e-01   2.43902322e-01   7.41583327e-02
   -2.15514192e-01  -1.38168750e-01   7.18125184e-02   3.91476546e-02
   -1.86524505e-01   1.06992322e-01]
 [  7.84359907e-02   6.89114360e-02   1.08291894e-01   1.00779242e-02
   -2.31072991e-01   6.48362847e-02   1.29268594e-02  -2.71315076e-01
   -1.45168207e-02  -8.49938772e-02]
 [ -6.36408231e-03   1.29426605e-01   8.52399994e-02  -3.15571177e-02
   -6.69519852e-02   1.77609435e-01   5.59863225e-02   1.17969622e-01
   -2.00861699e-02   1.73625955e-01]
 [  2.25437476e-01   1.02094197e-01   2.88173345e-02   7.92450313e-02
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   -5.50099460e-02  -2.13267712e-02]
 [  5.38950113e-02   6.50586897e-02   2.05259889e-02   5.38979418e-02
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    1.27465575e-01   2.04031561e-01]
 [  6.83762004e-02   5.06086529e-01   1.31162848e-01   4.56796660e-01
   -1.39570954e+00  -3.03827643e-01  -5.55750606e-01  -7.00947714e-02
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   -1.16829848e+00  -8.23754442e-02  -4.26059540e-01   1.51408144e-01
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 [  2.41069251e-01   3.34140296e-01   2.44442227e-01   1.45130785e-01
   -5.74333573e-01   8.25214193e-02  -2.23268296e-01   1.61445234e-01
    2.38441215e-01   7.56471404e-02]
 [ -7.74068986e-02   2.45429117e-01   2.39535723e-01   1.10910661e-02
   -8.99796750e-02   1.32634107e-01  -1.12852086e-01  -1.56826157e-02
   -3.66568345e-02   4.57463852e-02]
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   -6.01035883e-02   1.19587512e-01   2.34945166e-01   1.88707945e-02
   -2.83089020e-01  -1.02572607e-01]
 [ -2.27737498e-01  -5.76820983e-02  -9.63074986e-02  -3.52593855e-01
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   -2.13120158e-01   2.59861595e-02]
 [  7.33645687e-03  -4.41341928e-01  -1.29046481e-01  -1.65517841e-01
    3.72913075e-01   2.59583680e-02   2.06644556e-01   1.51872861e-01
   -1.68330484e-01  -2.25568675e-01]
 [  6.64856931e-02  -2.96942965e-01  -1.75738644e-01  -8.33554804e-02
   -2.33647584e-01  -2.43920004e-02   1.87086742e-01  -1.62274468e-01
    7.34199604e-02  -2.25850494e-01]
 [ -1.00973803e-01   4.73185979e-03   2.71755039e-01   2.53792393e-02
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   -8.99334580e-02  -3.37696030e-02]
 [ -3.25439524e-01  -6.18467851e-03   2.29983470e-02   5.67709363e-03
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   -5.86808146e-02   1.01627956e-01]
 [  1.65249533e-01  -1.78373736e-02  -2.24209464e-01  -3.98984787e-02
    6.56397820e-02  -3.11602338e-01   6.72699933e-02  -1.64123883e-01
    2.73114120e-02  -1.51825907e-01]
 [  2.35350194e-01  -2.12641661e-01   7.40639024e-02   1.37841381e-02
    5.89222700e-02  -5.07700659e-02   2.97722265e-02  -1.34192188e-01
    1.39038469e-01  -1.40244625e-01]
 [ -9.88907629e-02  -9.15498503e-02   1.23494607e-01   1.15887258e-01
    2.86102673e-02  -1.17441157e-01   2.35601978e-01  -7.86343014e-02
    1.83546055e-01   5.77080483e-03]
 [ -7.73923933e-02  -2.56522151e-01   1.66430423e-01  -3.78640649e-01
   -3.34160837e-01   1.53496901e-01   1.71359247e-01  -1.29221860e-01
   -5.54661866e-02   1.35304292e-01]]
[[ 0.64499424]
 [ 1.83827006]
 [ 0.23037332]
 [ 0.91977535]
 [-2.84636493]
 [-0.2975613 ]
 [-1.85387592]
 [ 0.08452061]
 [ 0.71116696]
 [ 0.89112861]]
Progress: 59.6% ... Training loss: 0.266 ... Validation loss: 0.437[[  1.86951762e-01   3.67478964e-01  -9.47022656e-02   1.32970583e-01
   -3.72643792e-01  -7.83795666e-02  -1.28209934e-01   1.20156628e-01
   -2.81225319e-02   2.49716587e-01]
 [  1.13822899e-02   1.21494017e-01  -1.98683975e-02   4.66267691e-02
    7.48461252e-02  -6.48680719e-03   3.39861104e-01   4.06862198e-02
    1.43219103e-01  -2.77411399e-02]
 [  2.22251580e-01   7.53624595e-01   1.46806729e-02  -3.91210747e-02
    8.76767142e-01  -2.96876194e-02  -1.03911024e+00  -4.14926524e-02
    7.81607675e-02   3.19261687e-01]
 [  6.40825006e-02  -4.53553952e-01  -1.84362478e-01   2.55772233e-01
   -7.97111965e-02   1.20535364e-01   2.68656359e-01   6.65225274e-02
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   -9.01372781e-02  -3.39394775e-02]
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 [ -9.94290558e-02  -9.30603478e-02   1.23302826e-01   1.15171559e-01
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 [ -7.80743337e-02  -2.57660954e-01   1.66161329e-01  -3.79745154e-01
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   -5.62147412e-02   1.34372914e-01]]
[[ 0.63298058]
 [ 1.8256968 ]
 [ 0.2191649 ]
 [ 0.91144406]
 [-2.86230773]
 [-0.30644447]
 [-1.86036232]
 [ 0.07497439]
 [ 0.70041419]
 [ 0.8789747 ]]
Progress: 59.7% ... Training loss: 0.254 ... Validation loss: 0.434[[  1.87488727e-01   3.70151775e-01  -9.44524335e-02   1.33680566e-01
   -3.73415625e-01  -7.86593164e-02  -1.30698781e-01   1.20239096e-01
   -2.73535537e-02   2.50648398e-01]
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    1.43203147e-01  -2.77605527e-02]
 [  2.20744491e-01   7.48007304e-01   1.41455072e-02  -4.14294675e-02
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    7.65134620e-02   3.17091848e-01]
 [  6.42625522e-02  -4.54396382e-01  -1.84329059e-01   2.56005501e-01
   -7.85459615e-02   1.20502516e-01   2.68802396e-01   6.65185711e-02
    1.51246789e-01   3.40174702e-01]
 [ -4.61464141e-02   3.67801094e-02  -1.51164628e-01   3.29184163e-02
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   -1.99311182e-01  -6.86991723e-02]
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   -4.86878571e-02  -5.65274870e-02]
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   -1.40163014e-01   6.67027634e-02  -6.19108737e-02  -3.03253375e-02
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   -2.69275752e-02   3.55482039e-02]
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   -1.67535346e-01  -2.08525517e-01]
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   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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   -2.89854316e-01  -1.10096547e-01]
 [  8.43803168e-02  -2.36385619e-01  -2.88270636e-02   9.29578426e-02
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   -7.13691623e-02   8.34060547e-02  -9.55044546e-03  -2.09430560e-02
   -9.48218794e-02  -1.04009074e-02]
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 [ -5.22269876e-02  -6.45832814e-02   2.81448264e-01   1.23163429e-01
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 [  7.10535974e-02   1.62669618e-03   9.00816538e-02   9.63490621e-02
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   -1.74792236e-02  -4.63924833e-02]
 [  5.93851371e-03  -1.60921338e-01  -2.95238065e-01  -5.98408160e-02
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 [  5.85256312e-02  -5.03279155e-02  -1.11743986e-01   6.48394843e-02
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   -1.44706437e-01  -4.22638408e-02]
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 [ -1.00768511e-01  -9.64440709e-02   1.22838041e-01   1.13177985e-01
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    1.81502897e-01   3.25130173e-03]
 [ -7.76621474e-02  -2.56628932e-01   1.66319252e-01  -3.79172298e-01
   -3.35461141e-01   1.53603464e-01   1.71965662e-01  -1.29265542e-01
   -5.57754148e-02   1.34953036e-01]]
[[ 0.62854449]
 [ 1.8217053 ]
 [ 0.21576859]
 [ 0.90728967]
 [-2.86733358]
 [-0.31033039]
 [-1.86298   ]
 [ 0.07089351]
 [ 0.69719964]
 [ 0.87512961]]
Progress: 59.8% ... Training loss: 0.254 ... Validation loss: 0.435[[  1.90475833e-01   3.79305738e-01  -9.33237617e-02   1.38144674e-01
   -3.82448865e-01  -8.01644482e-02  -1.38306683e-01   1.20581490e-01
   -2.38538352e-02   2.54661410e-01]
 [  1.15460604e-02   1.21978624e-01  -1.98249859e-02   4.68250446e-02
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    1.43368061e-01  -2.75263974e-02]
 [  2.21409226e-01   7.51946320e-01   1.43388200e-02  -4.06649901e-02
    8.75867765e-01  -2.93352446e-02  -1.03731644e+00  -4.16095782e-02
    7.71960535e-02   3.17973663e-01]
 [  6.27172656e-02  -4.57160062e-01  -1.84873037e-01   2.53694826e-01
   -7.54244691e-02   1.21241909e-01   2.71273909e-01   6.63499573e-02
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 [ -4.66610434e-02   3.33412717e-02  -1.51346605e-01   3.23034496e-02
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   -1.99701506e-01  -6.94369132e-02]
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   -4.79340977e-02  -5.56733520e-02]
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   -1.67827705e-01  -2.08907846e-01]
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   -3.67124142e-01  -2.23215397e-01]
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 [  5.38104314e-02   1.16947727e-01   2.56382593e-01   2.52682877e-01
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   -1.85653474e-01   1.08040933e-01]
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   -5.48636050e-02  -2.12585362e-02]
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 [ -1.00570087e-01  -9.60350237e-02   1.22909573e-01   1.13467424e-01
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    1.81713435e-01   3.52292640e-03]
 [ -7.64808770e-02  -2.53014547e-01   1.66700774e-01  -3.77480780e-01
   -3.42407269e-01   1.52992002e-01   1.68763420e-01  -1.29131105e-01
   -5.43847080e-02   1.36517615e-01]]
[[ 0.6436298 ]
 [ 1.83347637]
 [ 0.22944264]
 [ 0.9211075 ]
 [-2.86224747]
 [-0.29990509]
 [-1.85096263]
 [ 0.08377548]
 [ 0.71191778]
 [ 0.88917846]]
Progress: 59.8% ... Training loss: 0.263 ... Validation loss: 0.440[[  1.88638559e-01   3.75152998e-01  -9.39178526e-02   1.35767810e-01
   -3.77965722e-01  -7.93196262e-02  -1.33519986e-01   1.20358356e-01
   -2.56886627e-02   2.52437075e-01]
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 [  2.21600406e-01   7.49965299e-01   1.45586716e-02  -4.00168736e-02
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    7.76819004e-02   3.18357658e-01]
 [  6.26679035e-02  -4.56261347e-01  -1.85025070e-01   2.53472321e-01
   -7.17954825e-02   1.21309027e-01   2.71955517e-01   6.62900602e-02
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 [ -4.57564127e-02   3.38147571e-02  -1.51005460e-01   3.38540769e-02
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   -1.98393050e-01  -6.79185517e-02]
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   -4.96587465e-02  -5.77299810e-02]
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   -1.68550246e-01  -2.09816665e-01]
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 [  8.45141939e-02  -2.35664062e-01  -2.88076961e-02   9.31056111e-02
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 [ -5.34311114e-02  -6.76897220e-02   2.81043909e-01   1.21438112e-01
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 [  7.23880551e-02   4.85956186e-03   9.05860802e-02   9.83624492e-02
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   -1.59402831e-02  -4.44223879e-02]
 [  6.83769225e-03  -1.59142045e-01  -2.94920214e-01  -5.83748551e-02
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 [  5.74055060e-02  -5.31966727e-02  -1.12149884e-01   6.31590535e-02
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   -1.46075258e-01  -4.38965067e-02]
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   -1.81971569e-01  -3.82355082e-01]
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 [  9.45888190e-03  -5.50162083e-01  -4.50022609e-02  -1.09323570e-01
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   -3.66884762e-01  -2.22924528e-01]
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   -7.26279145e-02   8.42413035e-02]
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   -9.11911528e-02  -1.36974929e-01]
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   -2.61718045e-01  -2.99917379e-02]
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   -9.36422792e-02   5.97224270e-02  -1.48801365e-01   2.79628678e-01
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 [  3.65861618e-01   3.82805189e-01  -7.59286381e-02   3.20620403e-01
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 [  5.32141560e-02   1.15165346e-01   2.56157722e-01   2.51819233e-01
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   -1.32924663e-01  -2.83567244e-01]
 [  1.70955008e-02  -1.04391349e-01  -1.22900266e-01  -6.59375188e-02
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 [  7.79047175e-03  -3.76883326e-02  -6.61171894e-02  -4.57237081e-02
   -3.57916618e-02  -1.82531657e-01   5.32560836e-02   1.01927858e-02
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 [  3.26567713e-02   1.11088355e-01   2.44361935e-01   7.60509074e-02
   -2.19913247e-01  -1.38883712e-01   6.84358222e-02   3.93026021e-02
   -1.85039708e-01   1.08849507e-01]
 [  7.80468671e-02   6.80895748e-02   1.08115648e-01   9.43871205e-03
   -2.30305231e-01   6.50155975e-02   1.30854984e-02  -2.71390527e-01
   -1.49416809e-02  -8.56151555e-02]
 [ -6.36215471e-03   1.29551962e-01   8.52631647e-02  -3.15580893e-02
   -6.73379059e-02   1.77582293e-01   5.61366745e-02   1.17982556e-01
   -2.00232752e-02   1.73669121e-01]
 [  2.25419809e-01   1.02509682e-01   2.88039626e-02   7.92028313e-02
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   -5.51089432e-02  -2.15952283e-02]
 [  5.30783786e-02   6.25469616e-02   2.02058252e-02   5.25897435e-02
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 [  6.74482451e-02   5.04291766e-01   1.30873369e-01   4.55567583e-01
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   -5.77602641e-01   8.23098108e-02  -2.24300762e-01   1.61515710e-01
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   -3.69953327e-02   4.53803773e-02]
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   -2.83715082e-01  -1.03325316e-01]
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   -2.13878634e-01   2.51114275e-02]
 [  6.67750977e-03  -4.43175473e-01  -1.29262054e-01  -1.66439063e-01
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   -1.69039360e-01  -2.26457702e-01]
 [  6.83511558e-02  -2.92012689e-01  -1.75050011e-01  -8.03573434e-02
   -2.46700493e-01  -2.53371046e-02   1.82839575e-01  -1.62078298e-01
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 [ -1.02757845e-01  -3.16358526e-05   2.71098494e-01   2.27125599e-02
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   -9.20837974e-02  -3.62109652e-02]
 [ -3.25467735e-01  -7.86512404e-03   2.29947108e-02   5.59518935e-03
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   -5.85750532e-02   1.01661171e-01]
 [  1.63781537e-01  -2.13877748e-02  -2.24627661e-01  -4.16157283e-02
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    2.57984134e-02  -1.53555662e-01]
 [  2.34035103e-01  -2.15859699e-01   7.36334640e-02   1.18859327e-02
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    1.37667834e-01  -1.42007471e-01]
 [ -1.01353786e-01  -9.76867679e-02   1.22643530e-01   1.12378555e-01
    3.89961169e-02  -1.16275315e-01   2.41223369e-01  -7.89433644e-02
    1.80839948e-01   2.45265294e-03]
 [ -7.81778281e-02  -2.57037067e-01   1.66113227e-01  -3.79913020e-01
   -3.38255103e-01   1.53746827e-01   1.73001696e-01  -1.29358131e-01
   -5.61923470e-02   1.34219096e-01]]
[[ 0.62828798]
 [ 1.82296426]
 [ 0.21220823]
 [ 0.90445889]
 [-2.87386949]
 [-0.31620357]
 [-1.87006186]
 [ 0.06818917]
 [ 0.69405807]
 [ 0.87294958]]
Progress: 59.9% ... Training loss: 0.253 ... Validation loss: 0.432[[  1.89166408e-01   3.73366798e-01  -9.37716378e-02   1.36062001e-01
   -3.76238254e-01  -7.94124816e-02  -1.32960842e-01   1.20387658e-01
   -2.51951465e-02   2.52750429e-01]
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    1.42900406e-01  -2.80277863e-02]
 [  2.21423684e-01   7.46915469e-01   1.45382048e-02  -4.00388139e-02
    8.76190683e-01  -2.92702818e-02  -1.03308688e+00  -4.15889854e-02
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 [ -1.00933737e-01  -9.72436909e-02   1.22791347e-01   1.13039891e-01
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    1.81319709e-01   3.03218508e-03]
 [ -7.86825423e-02  -2.58183619e-01   1.65951985e-01  -3.80655307e-01
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   -5.65926503e-02   1.33516690e-01]]
[[ 0.63076588]
 [ 1.82599171]
 [ 0.21765568]
 [ 0.90741361]
 [-2.87099089]
 [-0.31505197]
 [-1.86726223]
 [ 0.06934354]
 [ 0.69696721]
 [ 0.8754554 ]]
Progress: 59.9% ... Training loss: 0.254 ... Validation loss: 0.432[[  1.91116041e-01   3.78383326e-01  -9.29847813e-02   1.39074861e-01
   -3.82489900e-01  -8.05089925e-02  -1.37056691e-01   1.20626435e-01
   -2.30356257e-02   2.55497937e-01]
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 [  2.24444944e-01   7.53870572e-01   1.55364351e-02  -3.57362552e-02
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    8.10909014e-02   3.21615592e-01]
 [  5.89177437e-02  -4.65660436e-01  -1.86286899e-01   2.47149121e-01
   -5.59716689e-02   1.23219904e-01   2.77561331e-01   6.58405576e-02
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 [ -4.80114216e-02   2.95311698e-02  -1.51670855e-01   3.07002078e-02
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   -4.90505174e-02  -5.69729638e-02]
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   -1.68545246e-01  -2.09771528e-01]
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   -2.90264942e-01  -1.10648817e-01]
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 [  2.97322137e-02  -1.43398532e-01  -2.13537882e-01   1.36059841e-01
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   -9.51339351e-02  -1.09298851e-02]
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 [  7.25005657e-02   4.43929857e-03   9.06240096e-02   9.84164680e-02
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   -1.57739894e-02  -4.43787441e-02]
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    1.01235226e-01  -4.07515725e-02]
 [  5.93849921e-02  -5.02543048e-02  -1.11406349e-01   6.61570471e-02
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   -1.43757066e-01  -4.14620048e-02]
 [  1.26242394e-02   2.80033006e-04   1.26448456e-01   1.25347400e-01
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 [ -1.00373825e-01  -9.60670848e-02   1.22989022e-01   1.13835424e-01
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    1.81926640e-01   3.78500314e-03]
 [ -7.80188026e-02  -2.55456417e-01   1.66176701e-01  -3.79764373e-01
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   -5.59147869e-02   1.34400742e-01]]
[[ 0.64707156]
 [ 1.8415898 ]
 [ 0.23238233]
 [ 0.92351312]
 [-2.8633186 ]
 [-0.30402   ]
 [-1.85803283]
 [ 0.08464902]
 [ 0.71373716]
 [ 0.89205661]]
Progress: 60.0% ... Training loss: 0.266 ... Validation loss: 0.436[[  1.88090925e-01   3.68713520e-01  -9.41251550e-02   1.34470393e-01
   -3.71389737e-01  -7.90608436e-02  -1.27817357e-01   1.20213461e-01
   -2.64292638e-02   2.51585851e-01]
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 [  2.23344421e-01   7.45610614e-01   1.50659837e-02  -3.76639812e-02
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    7.96384289e-02   3.19741031e-01]
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   -6.09358232e-02   1.22918742e-01   2.76415933e-01   6.59591382e-02
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 [ -4.44878313e-02   3.58785327e-02  -1.50391788e-01   3.59864397e-02
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   -5.04156205e-02  -5.85736862e-02]
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   -1.69155527e-01  -2.10426968e-01]
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   -1.81627285e-01  -3.81969628e-01]
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 [  5.39090541e-02   1.16603745e-01   2.56410273e-01   2.52758710e-01
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   -5.56906373e-02  -2.22797306e-02]
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 [  6.49594386e-02  -3.02427154e-01  -1.76396378e-01  -8.60553834e-02
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 [ -1.03628430e-01  -4.65231571e-03   2.70782506e-01   2.13020901e-02
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   -9.30030697e-02  -3.72813361e-02]
 [ -3.23867140e-01  -5.40061598e-03   2.35392793e-02   7.86731442e-03
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 [  2.37312937e-01  -2.08440031e-01   7.48271412e-02   1.67038662e-02
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    1.41189200e-01  -1.37308319e-01]
 [ -1.00909218e-01  -9.73133126e-02   1.22812965e-01   1.13087899e-01
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    1.81332742e-01   3.07320970e-03]
 [ -8.03544179e-02  -2.60634976e-01   1.65287854e-01  -3.83201439e-01
   -3.36788064e-01   1.54853680e-01   1.77393046e-01  -1.29670546e-01
   -5.85306628e-02   1.31237520e-01]]
[[ 0.62579787]
 [ 1.82567063]
 [ 0.21175654]
 [ 0.90373742]
 [-2.87748501]
 [-0.3221645 ]
 [-1.87854084]
 [ 0.06504722]
 [ 0.69068824]
 [ 0.87035465]]
Progress: 60.0% ... Training loss: 0.254 ... Validation loss: 0.432[[  1.88490177e-01   3.69055710e-01  -9.40178966e-02   1.34787023e-01
   -3.69092605e-01  -7.91712385e-02  -1.28255616e-01   1.20244268e-01
   -2.61392660e-02   2.52057863e-01]
 [  1.09660640e-02   1.20682180e-01  -2.00594405e-02   4.58750061e-02
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    1.42790717e-01  -2.82875346e-02]
 [  2.23865498e-01   7.46819349e-01   1.51600113e-02  -3.72250662e-02
    8.75858098e-01  -3.02809064e-02  -1.03536576e+00  -4.14057373e-02
    8.01051908e-02   3.20160091e-01]
 [  5.96004936e-02  -4.62456604e-01  -1.86106643e-01   2.48055786e-01
   -5.99439220e-02   1.22907311e-01   2.76076448e-01   6.59392003e-02
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 [ -4.09306247e-02   4.50235189e-02  -1.49072248e-01   4.13640299e-02
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   -1.92985585e-01  -6.13993429e-02]
 [ -4.07003590e-01  -6.80033766e-01  -3.07374249e-01   1.31136456e-01
   -3.08940244e-01   4.57480541e-02   3.96063188e-01  -4.21703879e-02
   -4.89700009e-02  -5.66528603e-02]
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   -1.05012625e-01  -4.62816352e-02   8.95276352e-02   1.14573341e-01
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   -1.28948074e-01   6.81428844e-02  -5.16625598e-02  -3.07042187e-02
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   -1.69464766e-01  -2.10833022e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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 [ -2.93978609e-01  -3.52638445e-01   9.09746846e-02   2.01779410e-01
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   -2.90169805e-01  -1.10454794e-01]
 [  8.46556382e-02  -2.35384956e-01  -2.87715816e-02   9.31070463e-02
   -5.93007548e-02  -8.23058941e-02   2.86914210e-01   5.60304044e-04
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 [  3.08893296e-02  -1.40781237e-01  -2.13163471e-01   1.37515766e-01
   -7.35985211e-02   8.29308631e-02  -1.18866494e-02  -2.08354611e-02
   -9.39883753e-02  -9.42390476e-03]
 [ -1.20503931e-01  -1.05687672e-01  -2.01415441e-01   1.58865066e-01
   -1.12809563e-03   1.33809242e-01   8.78147681e-03  -2.51151651e-01
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 [ -5.37789333e-02  -7.03086789e-02   2.80930413e-01   1.20983880e-01
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 [  7.19127597e-02   1.19880961e-03   9.03680564e-02   9.74125856e-02
   -4.40343673e-02  -2.04624109e-02   1.54382252e-01   1.20234669e-01
   -1.64496724e-02  -4.52865271e-02]
 [  5.77200850e-03  -1.62885148e-01  -2.95428003e-01  -6.04860931e-02
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    1.00725904e-01  -4.15127766e-02]
 [  5.87815484e-02  -5.23640230e-02  -1.11648110e-01   6.52101071e-02
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   -1.44470789e-01  -4.22925423e-02]
 [  1.13849198e-02  -2.44674209e-03   1.26007562e-01   1.23622624e-01
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   -7.97134818e-02  -2.03372018e-01  -1.96315981e-02  -2.09587779e-02
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   -1.81393055e-01  -3.81682828e-01]
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    2.66284425e-02  -3.93912547e-01]
 [  9.10219403e-03  -5.51188694e-01  -4.51432813e-02  -1.09892311e-01
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   -3.67355276e-01  -2.23460241e-01]
 [ -1.78093068e-01  -6.76785773e-01  -1.22202003e-02  -2.09279242e-01
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   -7.26203051e-02   8.43160940e-02]
 [ -3.04420966e-01  -5.07013112e-01   5.37840230e-02  -5.09675864e-02
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   -9.13210700e-02  -1.37144163e-01]
 [ -2.13646648e-01  -3.73367154e-01   2.49620561e-01  -2.47680478e-01
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   -2.61757104e-01  -2.99987837e-02]
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   -2.34560933e-02  -1.34076653e-01]
 [  8.73115115e-02   2.51765696e-01   1.54787999e-01  -1.24617671e-01
   -8.57283916e-02   6.09754213e-02  -1.43182112e-01   2.79332264e-01
    4.73047006e-02   1.53153944e-01]
 [  3.65197634e-01   3.79944530e-01  -7.63203397e-02   3.18414475e-01
   -8.92130030e-01  -2.90726242e-01  -5.18905613e-01   1.77942328e-01
    4.04438421e-01  -2.22379690e-03]
 [  5.37873667e-02   1.16042621e-01   2.56384780e-01   2.52568905e-01
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   -1.32211226e-01  -2.82673963e-01]
 [  1.70194129e-02  -1.04976847e-01  -1.22941514e-01  -6.60757767e-02
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 [  7.49069498e-03  -3.87840668e-02  -6.62471741e-02  -4.61929623e-02
   -3.38596548e-02  -1.82486975e-01   5.34611625e-02   1.01373905e-02
    3.96689710e-02   7.71592075e-03]
 [  3.20172750e-02   1.09253479e-01   2.44151973e-01   7.51946484e-02
   -2.15817218e-01  -1.38621521e-01   7.00891465e-02   3.92109218e-02
   -1.85810098e-01   1.08023459e-01]
 [  7.79160587e-02   6.80396839e-02   1.08050418e-01   9.19038646e-03
   -2.28449955e-01   6.50867917e-02   1.32488297e-02  -2.71432344e-01
   -1.50708818e-02  -8.59170911e-02]
 [ -5.05095243e-03   1.32801417e-01   8.57169043e-02  -2.97913741e-02
   -7.29281007e-02   1.76924200e-01   5.35514960e-02   1.18145902e-01
   -1.86096568e-02   1.75350917e-01]
 [  2.24913274e-01   1.01330329e-01   2.86277753e-02   7.84088383e-02
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   -5.56846126e-02  -2.22749556e-02]
 [  5.23082590e-02   6.06770987e-02   1.99206759e-02   5.13868257e-02
   -4.78160540e-01  -1.26960255e-01  -2.53652029e-01   4.15489401e-02
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 [  7.01605112e-02   5.09321227e-01   1.31795702e-01   4.59666743e-01
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 [  2.40561722e-01   3.32943938e-01   2.44393804e-01   1.44850586e-01
   -5.76823823e-01   8.26926230e-02  -2.22302043e-01   1.61441014e-01
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 [ -7.75257194e-02   2.45874217e-01   2.39439970e-01   1.07934204e-02
   -9.12874457e-02   1.32721931e-01  -1.12948210e-01  -1.57264090e-02
   -3.68900540e-02   4.54790670e-02]
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   -2.84142364e-01  -1.03789459e-01]
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   -2.13952637e-01   2.50001894e-02]
 [  6.47121301e-03  -4.44211149e-01  -1.29342132e-01  -1.66748455e-01
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   -1.69269265e-01  -2.26756420e-01]
 [  6.28407221e-02  -3.08360661e-01  -1.77192839e-01  -8.92684492e-02
   -2.26248493e-01  -2.21885695e-02   1.98091790e-01  -1.62804385e-01
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 [ -1.02372338e-01  -1.94461767e-03   2.71221523e-01   2.30872083e-02
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   -9.17406581e-02  -3.55017027e-02]
 [ -3.23279829e-01  -4.62416384e-03   2.37478208e-02   8.68694058e-03
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   -5.60896055e-02   1.04279599e-01]
 [  1.63612904e-01  -2.30378235e-02  -2.24623163e-01  -4.15581084e-02
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    2.57510820e-02  -1.53691440e-01]
 [  2.37461716e-01  -2.07343400e-01   7.49201867e-02   1.70851013e-02
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    1.41573202e-01  -1.37032652e-01]
 [ -1.00962236e-01  -9.74331799e-02   1.22769016e-01   1.12826422e-01
    3.89468382e-02  -1.16436059e-01   2.40515591e-01  -7.89188778e-02
    1.81316833e-01   2.94731801e-03]
 [ -7.96224411e-02  -2.58781712e-01   1.65557171e-01  -3.82091621e-01
   -3.40763360e-01   1.54459765e-01   1.75718672e-01  -1.29602143e-01
   -5.76730259e-02   1.32366855e-01]]
[[ 0.62492782]
 [ 1.8280634 ]
 [ 0.21221032]
 [ 0.90527398]
 [-2.8774467 ]
 [-0.32132686]
 [-1.87641861]
 [ 0.0654324 ]
 [ 0.68919859]
 [ 0.87203486]]
Progress: 60.0% ... Training loss: 0.254 ... Validation loss: 0.430[[  1.91628845e-01   3.77001642e-01  -9.29548542e-02   1.39096340e-01
   -3.76429654e-01  -8.07995122e-02  -1.36028111e-01   1.20577905e-01
   -2.26939227e-02   2.56481884e-01]
 [  1.09034264e-02   1.20515673e-01  -2.00769393e-02   4.57912199e-02
    7.53837524e-02  -6.22389636e-03   3.40691971e-01   4.06207548e-02
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 [ -3.21796796e-01  -1.80047641e-03   2.42873447e-02   1.07475822e-02
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 [  1.64139495e-01  -2.13557113e-02  -2.24475010e-01  -4.08488294e-02
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 [ -1.00831939e-01  -9.75737619e-02   1.22801333e-01   1.13011462e-01
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    1.81423869e-01   3.16995679e-03]
 [ -7.89741396e-02  -2.57262045e-01   1.65751043e-01  -3.81275379e-01
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   -5.69570571e-02   1.33112358e-01]]
[[ 0.63800829]
 [ 1.8381543 ]
 [ 0.22472923]
 [ 0.92132284]
 [-2.86977028]
 [-0.30894779]
 [-1.86393009]
 [ 0.07700425]
 [ 0.70683928]
 [ 0.88937907]]
Progress: 60.1% ... Training loss: 0.256 ... Validation loss: 0.432[[  1.91618310e-01   3.77694736e-01  -9.29348739e-02   1.39206994e-01
   -3.76466335e-01  -8.07961808e-02  -1.36633577e-01   1.20574221e-01
   -2.27948616e-02   2.56825499e-01]
 [  1.04788715e-02   1.18930746e-01  -2.02078857e-02   4.53300874e-02
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 [  2.26786352e-01   7.49162084e-01   1.60570413e-02  -3.31991912e-02
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    8.36011345e-02   3.24256628e-01]
 [  5.93784752e-02  -4.60366966e-01  -1.86096382e-01   2.48496680e-01
   -5.88381657e-02   1.22842478e-01   2.73176205e-01   6.58624394e-02
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 [ -4.24067093e-02   3.91796629e-02  -1.49601451e-01   3.93062122e-02
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   -1.94438790e-01  -6.37410119e-02]
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   -4.97383983e-02  -5.74558801e-02]
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   -1.69642316e-01  -2.10808687e-01]
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   -2.90229670e-01  -1.10471493e-01]
 [  8.40082760e-02  -2.35996452e-01  -2.89962603e-02   9.21831600e-02
   -5.92799719e-02  -8.19950063e-02   2.87450709e-01   4.80530648e-04
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 [  3.04016200e-02  -1.42173904e-01  -2.13294746e-01   1.36947609e-01
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   -9.44233346e-02  -9.92282023e-03]
 [ -1.19003582e-01  -1.01713230e-01  -2.00930530e-01   1.60907924e-01
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   -1.56580970e-02  -4.43901633e-02]
 [  5.35162618e-03  -1.63898434e-01  -2.95573268e-01  -6.11234713e-02
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 [  5.83585863e-02  -5.35746086e-02  -1.11813765e-01   6.45033400e-02
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    1.81319683e-01   3.08207932e-03]
 [ -7.82324080e-02  -2.55941735e-01   1.65989733e-01  -3.80332071e-01
   -3.49441830e-01   1.53796671e-01   1.72545306e-01  -1.29465958e-01
   -5.61625775e-02   1.34242990e-01]]
[[ 0.63218585]
 [ 1.83645168]
 [ 0.21949383]
 [ 0.91236225]
 [-2.8750712 ]
 [-0.3164716 ]
 [-1.87555412]
 [ 0.06895995]
 [ 0.6986403 ]
 [ 0.88231018]]
Progress: 60.1% ... Training loss: 0.254 ... Validation loss: 0.426[[  1.89286256e-01   3.72163643e-01  -9.37521282e-02   1.35821683e-01
   -3.68948571e-01  -7.95572945e-02  -1.29979183e-01   1.20312465e-01
   -2.54067977e-02   2.53889183e-01]
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 [  2.26868814e-01   7.48575196e-01   1.61219740e-02  -3.31928959e-02
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    8.35584271e-02   3.24321995e-01]
 [  6.27349350e-02  -4.51041821e-01  -1.84892777e-01   2.53509907e-01
   -6.96265089e-02   1.21235347e-01   2.65092233e-01   6.61993724e-02
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 [ -4.47872132e-02   3.09495199e-02  -1.50471059e-01   3.57604493e-02
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   -5.16970201e-02  -5.98008174e-02]
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   -1.70268098e-01  -2.11515246e-01]
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   -1.86652788e-01   1.06965076e-01]
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   -7.17022503e-02   1.77059140e-01   5.43099107e-02   1.18110511e-01
   -1.89525262e-02   1.74865058e-01]
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   -5.75856219e-02  -2.44285394e-02]
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   -9.21495061e-02  -3.60025929e-02]
 [ -3.22420270e-01  -3.07122879e-03   2.40714733e-02   9.88326919e-03
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 [ -1.00843138e-01  -9.83450605e-02   1.22784070e-01   1.13042306e-01
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    1.81372380e-01   3.20859452e-03]
 [ -7.99970019e-02  -2.60887581e-01   1.65339079e-01  -3.83041182e-01
   -3.43870883e-01   1.54728947e-01   1.77588354e-01  -1.29668090e-01
   -5.81582752e-02   1.32128515e-01]]
[[ 0.6189312 ]
 [ 1.82639856]
 [ 0.20598668]
 [ 0.89992943]
 [-2.88395535]
 [-0.3286059 ]
 [-1.89160007]
 [ 0.05659497]
 [ 0.68695277]
 [ 0.86976569]]
Progress: 60.2% ... Training loss: 0.258 ... Validation loss: 0.436[[  1.92578918e-01   3.80187664e-01  -9.25285598e-02   1.41091400e-01
   -3.81983709e-01  -8.13613192e-02  -1.36431087e-01   1.20648745e-01
   -2.15381849e-02   2.58655203e-01]
 [  1.08542423e-02   1.19722679e-01  -2.00652473e-02   4.59806734e-02
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    1.42787340e-01  -2.82135969e-02]
 [  2.26930944e-01   7.51081071e-01   1.60925134e-02  -3.34188628e-02
    8.70529533e-01  -3.16284299e-02  -1.03930494e+00  -4.10360788e-02
    8.34019008e-02   3.24740544e-01]
 [  6.29266793e-02  -4.51636485e-01  -1.84976506e-01   2.53374940e-01
   -7.06447654e-02   1.21051387e-01   2.62464522e-01   6.61868301e-02
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 [ -4.71777068e-02   2.69819095e-02  -1.51314670e-01   3.20098789e-02
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   -1.99782094e-01  -7.03496340e-02]
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   -3.08961991e-01   4.63813718e-02   4.00222179e-01  -4.23468807e-02
   -5.04409149e-02  -5.84665306e-02]
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   -1.08407063e-01  -4.65355040e-02   9.11608002e-02   1.14562172e-01
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   -1.38538407e-01   6.67634935e-02  -5.66002518e-02  -3.04368893e-02
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   -1.69426027e-01  -2.10489999e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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 [ -2.93416089e-01  -3.51273551e-01   9.12529388e-02   2.02817396e-01
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   -2.89523830e-01  -1.09757298e-01]
 [  8.36954867e-02  -2.37041406e-01  -2.91098801e-02   9.17424578e-02
   -5.89165124e-02  -8.18301600e-02   2.88441816e-01   4.44800969e-04
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 [  2.89789579e-02  -1.46834161e-01  -2.13798829e-01   1.34914554e-01
   -6.78222616e-02   8.38674524e-02  -5.97662403e-03  -2.10281135e-02
   -9.59011405e-02  -1.15957370e-02]
 [ -1.19960178e-01  -1.04951433e-01  -2.01272390e-01   1.59484273e-01
   -1.46029903e-03   1.33500148e-01   7.52093402e-03  -2.51088176e-01
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 [ -5.27220855e-02  -6.88204644e-02   2.81282362e-01   1.22493640e-01
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 [  7.22286554e-02   4.38545168e-04   9.04528870e-02   9.76449290e-02
   -4.54199252e-02  -2.06228748e-02   1.54928083e-01   1.20271721e-01
   -1.60941729e-02  -4.49417141e-02]
 [  6.87759373e-03  -1.60799366e-01  -2.95044516e-01  -5.87404583e-02
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 [  5.75318347e-02  -5.56686513e-02  -1.12102758e-01   6.32940839e-02
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   -1.46013253e-01  -4.39602293e-02]
 [  1.53222253e-02   7.11436646e-03   1.27420350e-01   1.29781126e-01
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 [  1.11402031e-01   7.85243751e-02  -4.36672535e-02  -9.75811768e-02
   -1.35510051e-01  -3.30518592e-01   1.30106884e-01   8.10441845e-03
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   -8.03803527e-02  -2.03496354e-01  -1.96374512e-02  -2.09472914e-02
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   -1.81125188e-01  -3.81421304e-01]
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 [  9.25859096e-03  -5.52348692e-01  -4.50821719e-02  -1.09604616e-01
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   -3.67169523e-01  -2.23275506e-01]
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   -7.16407029e-02   8.54798349e-02]
 [ -3.04949383e-01  -5.08136089e-01   5.36048974e-02  -5.17311034e-02
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   -9.18861791e-02  -1.37852483e-01]
 [ -2.12957300e-01  -3.72174213e-01   2.49834321e-01  -2.46684129e-01
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   -2.60993295e-01  -2.90342149e-02]
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   -2.24691334e-02  -1.32819132e-01]
 [  8.64319809e-02   2.50874120e-01   1.54492373e-01  -1.25769037e-01
   -8.51234739e-02   6.13390341e-02  -1.41611594e-01   2.79216498e-01
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 [  3.66402847e-01   3.84302546e-01  -7.58804351e-02   3.20209575e-01
   -8.96139140e-01  -2.91395727e-01  -5.23182473e-01   1.78079060e-01
    4.05571186e-01  -3.78707451e-04]
 [  5.36627101e-02   1.14749717e-01   2.56362839e-01   2.52376331e-01
   -4.09522889e-02  -1.99616649e-01  -1.82294471e-01  -1.32674859e-01
   -1.32324456e-01  -2.83027578e-01]
 [  1.75088876e-02  -1.04253207e-01  -1.22806749e-01  -6.54368314e-02
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 [  7.06961442e-03  -3.99135736e-02  -6.64043825e-02  -4.68281973e-02
   -3.19157694e-02  -1.82277529e-01   5.45323550e-02   1.00865130e-02
    3.91193000e-02   7.02896822e-03]
 [  3.13244264e-02   1.07231390e-01   2.43919471e-01   7.41739546e-02
   -2.12552663e-01  -1.38290291e-01   7.21919290e-02   3.91414987e-02
   -1.86570126e-01   1.07085513e-01]
 [  8.02372740e-02   7.36082840e-02   1.08880228e-01   1.26120416e-02
   -2.37350376e-01   6.38809305e-02   7.97888008e-03  -2.71160437e-01
   -1.24369081e-02  -8.25575714e-02]
 [ -5.82704070e-03   1.30726052e-01   8.54569461e-02  -3.08773176e-02
   -6.94039647e-02   1.77278621e-01   5.56077990e-02   1.18073722e-01
   -1.94068009e-02   1.74302850e-01]
 [  2.23131024e-01   9.58157463e-02   2.79598876e-02   7.55902774e-02
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   -5.77668268e-02  -2.46880212e-02]
 [  5.21655174e-02   6.07398616e-02   1.98516463e-02   5.12371264e-02
   -4.77267755e-01  -1.26905815e-01  -2.53012355e-01   4.15224486e-02
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 [  7.25301765e-02   5.14539371e-01   1.32659800e-01   4.63294247e-01
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   -1.18315225e+00  -8.25171083e-02  -4.23196074e-01   1.51424987e-01
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 [  2.39895139e-01   3.31985843e-01   2.44166002e-01   1.43894475e-01
   -5.76192259e-01   8.30079790e-02  -2.20879791e-01   1.61363929e-01
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 [ -7.79382628e-02   2.45098902e-01   2.39286474e-01   1.01251218e-02
   -9.05629907e-02   1.32957705e-01  -1.12032630e-01  -1.57745989e-02
   -3.73325965e-02   4.49524822e-02]
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   -2.83931735e-01  -1.03518971e-01]
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   -2.14139502e-01   2.48120372e-02]
 [  6.72282311e-03  -4.44244298e-01  -1.29265040e-01  -1.66433609e-01
    3.75951584e-01   2.62331092e-02   2.09214291e-01   1.51788878e-01
   -1.68998837e-01  -2.26437195e-01]
 [  6.37882129e-02  -3.04193976e-01  -1.76926727e-01  -8.79454349e-02
   -2.37120532e-01  -2.26513050e-02   1.93683696e-01  -1.62749528e-01
    7.00667418e-02  -2.30107148e-01]
 [ -1.02458094e-01  -4.30540282e-03   2.71260820e-01   2.34098019e-02
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   -9.15760414e-02  -3.54036158e-02]
 [ -3.21787123e-01  -2.12863893e-03   2.42797994e-02   1.08547417e-02
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   -5.44621331e-02   1.06563379e-01]
 [  1.64832333e-01  -2.11936827e-02  -2.24126107e-01  -3.92135201e-02
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    2.72255232e-02  -1.51975961e-01]
 [  2.36056178e-01  -2.11849257e-01   7.44585099e-02   1.51187164e-02
    6.11511175e-02  -5.15154782e-02   2.95908645e-02  -1.34080639e-01
    1.40135231e-01  -1.38885252e-01]
 [ -1.00118811e-01  -9.61499946e-02   1.23059228e-01   1.14188601e-01
    3.29009282e-02  -1.16884140e-01   2.38992836e-01  -7.88334154e-02
    1.82193580e-01   4.30265132e-03]
 [ -7.92174819e-02  -2.59411811e-01   1.65602253e-01  -3.81960659e-01
   -3.47240527e-01   1.54333496e-01   1.75666926e-01  -1.29596282e-01
   -5.73032204e-02   1.33303849e-01]]
[[ 0.64024593]
 [ 1.8415729 ]
 [ 0.2262581 ]
 [ 0.92191018]
 [-2.87012611]
 [-0.31019624]
 [-1.86686544]
 [ 0.07742981]
 [ 0.71141912]
 [ 0.89209198]]
Progress: 60.2% ... Training loss: 0.259 ... Validation loss: 0.435[[  1.91492822e-01   3.76030362e-01  -9.29676738e-02   1.39309644e-01
   -3.74896674e-01  -8.07522879e-02  -1.33052295e-01   1.20504571e-01
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 [  6.39894001e-02  -3.05080164e-01  -1.76877824e-01  -8.76921958e-02
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   -9.07098671e-02  -3.45386805e-02]
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 [ -9.99299786e-02  -9.52833563e-02   1.23122743e-01   1.14477394e-01
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    1.82275011e-01   4.49927711e-03]
 [ -7.86110629e-02  -2.58191642e-01   1.65813241e-01  -3.81053422e-01
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   -5.66266311e-02   1.34055339e-01]]
[[ 0.63377352]
 [ 1.83515156]
 [ 0.22168527]
 [ 0.91782282]
 [-2.8796616 ]
 [-0.31335345]
 [-1.86695148]
 [ 0.07196843]
 [ 0.70503916]
 [ 0.88761239]]
Progress: 60.3% ... Training loss: 0.254 ... Validation loss: 0.432[[  1.90200361e-01   3.74642595e-01  -9.33368157e-02   1.37567859e-01
   -3.69517077e-01  -8.00389930e-02  -1.30537818e-01   1.20358127e-01
   -2.41606023e-02   2.55184404e-01]
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 [  2.25371400e-01   7.46726591e-01   1.54057092e-02  -3.62658417e-02
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    8.19182351e-02   3.23064984e-01]
 [  5.89893338e-02  -4.57400721e-01  -1.86420095e-01   2.47353105e-01
   -5.62261554e-02   1.23171500e-01   2.68040934e-01   6.57308305e-02
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 [ -4.28412198e-02   3.77642054e-02  -1.49529126e-01   3.91183414e-02
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   -4.94610691e-02  -5.75190050e-02]
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   -1.70212683e-01  -2.11434142e-01]
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   -2.88560545e-01  -1.08677459e-01]
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   -9.58032104e-02  -1.15903133e-02]
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 [  7.22545310e-02   5.58008036e-04   9.04557077e-02   9.76633096e-02
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   -1.60483983e-02  -4.49511909e-02]
 [  7.26117876e-03  -1.60617850e-01  -2.94924276e-01  -5.82644324e-02
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 [ -9.97870832e-02  -9.42666010e-02   1.23163070e-01   1.14651814e-01
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    1.82307353e-01   4.69474017e-03]
 [ -7.82546574e-02  -2.57331792e-01   1.65978276e-01  -3.80508533e-01
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   -5.61218343e-02   1.34789895e-01]]
[[ 0.63457194]
 [ 1.83973652]
 [ 0.22430194]
 [ 0.91676745]
 [-2.88313241]
 [-0.31548386]
 [-1.87244672]
 [ 0.07068586]
 [ 0.703885  ]
 [ 0.88555868]]
Progress: 60.4% ... Training loss: 0.254 ... Validation loss: 0.428[[  1.88239357e-01   3.68454705e-01  -9.40181090e-02   1.34618014e-01
   -3.58520907e-01  -7.89953340e-02  -1.24420467e-01   1.20136686e-01
   -2.64032299e-02   2.52700402e-01]
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 [  2.24580015e-01   7.43960856e-01   1.50196800e-02  -3.76963570e-02
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    8.09176996e-02   3.21999226e-01]
 [  5.94962560e-02  -4.55235211e-01  -1.86231458e-01   2.48647829e-01
   -5.81157358e-02   1.23003720e-01   2.66691091e-01   6.57767557e-02
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 [ -4.21554951e-02   4.05385882e-02  -1.49227592e-01   4.01118859e-02
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   -5.08802785e-02  -5.93043947e-02]
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   -1.71168125e-01  -2.12547889e-01]
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   -1.81013288e-01  -3.81319517e-01]
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   -2.39609152e-01   6.35086994e-02   5.98862840e-03  -2.71082624e-01
   -1.16846806e-02  -8.15999414e-02]
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   -6.22452152e-02   1.78128423e-01   5.97968069e-02   1.17872991e-01
   -2.13427324e-02   1.71959659e-01]
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   -5.84991351e-02  -2.56357602e-02]
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   -2.14149374e-01   2.47773701e-02]
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 [  6.11873127e-02  -3.10974486e-01  -1.77793642e-01  -9.14526797e-02
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   -9.04067637e-02  -3.39573639e-02]
 [ -3.23908839e-01  -7.87118577e-03   2.35504015e-02   7.73325319e-03
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   -5.68324606e-02   1.03742110e-01]
 [  1.62687551e-01  -2.72255647e-02  -2.24903226e-01  -4.24051947e-02
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    2.46249025e-02  -1.54975760e-01]
 [  2.35540616e-01  -2.13332803e-01   7.42930906e-02   1.44663628e-02
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    1.39662555e-01  -1.39736874e-01]
 [ -9.86783505e-02  -9.17021547e-02   1.23556198e-01   1.16130371e-01
    2.76584759e-02  -1.17537373e-01   2.34435229e-01  -7.86743445e-02
    1.83432243e-01   6.26609119e-03]
 [ -8.06241361e-02  -2.63602566e-01   1.65138242e-01  -3.83897522e-01
   -3.44741242e-01   1.55016258e-01   1.80149806e-01  -1.29738775e-01
   -5.86558098e-02   1.31527801e-01]]
[[ 0.61617589]
 [ 1.82789543]
 [ 0.20801831]
 [ 0.90013281]
 [-2.89337009]
 [-0.33003671]
 [-1.88935385]
 [ 0.05479232]
 [ 0.68574201]
 [ 0.86813343]]
Progress: 60.4% ... Training loss: 0.260 ... Validation loss: 0.436[[  1.87899325e-01   3.66596029e-01  -9.41501218e-02   1.33861441e-01
   -3.54140863e-01  -7.87996397e-02  -1.23119502e-01   1.20096603e-01
   -2.68007239e-02   2.52051861e-01]
 [  1.10907303e-02   1.20692268e-01  -1.99636168e-02   4.64155177e-02
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 [  2.22679494e-01   7.38745277e-01   1.42996355e-02  -4.10446273e-02
    8.95461631e-01  -2.90285035e-02  -1.03113195e+00  -4.15668376e-02
    7.88018639e-02   3.19162587e-01]
 [  6.00197002e-02  -4.55359636e-01  -1.86086571e-01   2.49377498e-01
   -6.14327816e-02   1.22963654e-01   2.66532819e-01   6.58110825e-02
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 [ -4.38749233e-02   3.71711015e-02  -1.49748682e-01   3.78698418e-02
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   -1.95613156e-01  -6.51692755e-02]
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   -3.11398751e-01   4.59758796e-02   4.00075951e-01  -4.22913360e-02
   -4.99190106e-02  -5.80758863e-02]
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   -1.00983918e-01  -4.56239326e-02   9.52705276e-02   1.14379215e-01
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   -1.35526589e-01   6.74013834e-02  -5.22580961e-02  -3.05705677e-02
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   -2.47989159e-02   3.70425710e-02]
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   -1.71218090e-01  -2.12551357e-01]
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   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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 [ -2.92208502e-01  -3.48815114e-01   9.17659129e-02   2.04904236e-01
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   -2.88190535e-01  -1.08190832e-01]
 [  8.33209080e-02  -2.38863261e-01  -2.92506500e-02   9.12649863e-02
   -5.75169591e-02  -8.16711700e-02   2.90241110e-01   3.93544682e-04
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 [  2.80549935e-02  -1.49212994e-01  -2.14106637e-01   1.33744163e-01
   -6.85657965e-02   8.42759809e-02  -4.14576564e-03  -2.11346194e-02
   -9.68923597e-02  -1.30400280e-02]
 [ -1.19778576e-01  -1.03815192e-01  -2.01180717e-01   1.59690911e-01
   -3.55023814e-03   1.33386622e-01   6.70035984e-03  -2.51095939e-01
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 [ -5.42441929e-02  -7.20814824e-02   2.80772267e-01   1.20202682e-01
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 [  7.04452710e-02  -5.10363529e-03   8.98316513e-02   9.49438055e-02
   -3.87765643e-02  -1.97069109e-02   1.60060894e-01   1.20079003e-01
   -1.79902363e-02  -4.74915387e-02]
 [  7.33105420e-03  -1.60728999e-01  -2.94951179e-01  -5.84095224e-02
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 [  5.67040034e-02  -5.80616236e-02  -1.12432437e-01   6.19959494e-02
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   -1.46997994e-01  -4.51802639e-02]
 [  1.31278419e-02   3.86064548e-04   1.26613780e-01   1.26521300e-01
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   -8.33601414e-02  -2.03834619e-01  -2.08428513e-02  -2.08830139e-02
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   -1.80569558e-01  -3.80778434e-01]
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 [  9.59270818e-03  -5.52886371e-01  -4.49728321e-02  -1.09152244e-01
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   -3.66878773e-01  -2.22859344e-01]
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   -7.28907174e-02   8.40092685e-02]
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   -9.23833880e-02  -1.38548181e-01]
 [ -2.13320381e-01  -3.72934245e-01   2.49715091e-01  -2.47127265e-01
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   -2.61369576e-01  -2.94720914e-02]
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   -2.32595681e-02  -1.33790531e-01]
 [  8.70989377e-02   2.51185397e-01   1.54762273e-01  -1.24609347e-01
   -8.58123154e-02   6.09862640e-02  -1.41861904e-01   2.79320020e-01
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 [  3.64430629e-01   3.78466627e-01  -7.66570925e-02   3.16728489e-01
   -8.88068338e-01  -2.90204771e-01  -5.17562692e-01   1.77847711e-01
    4.03337521e-01  -3.63310257e-03]
 [  5.26484855e-02   1.11828537e-01   2.55983096e-01   2.50844587e-01
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   -1.33509344e-01  -2.84494883e-01]
 [  1.79763491e-02  -1.03391962e-01  -1.22642274e-01  -6.47403863e-02
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 [  6.61901415e-03  -4.21809557e-02  -6.65849519e-02  -4.75023813e-02
   -2.80047060e-02  -1.82074825e-01   5.55128501e-02   1.00388981e-02
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 [  3.13446930e-02   1.07624372e-01   2.43917143e-01   7.41573227e-02
   -2.12721069e-01  -1.38316725e-01   7.18955777e-02   3.91382025e-02
   -1.86536769e-01   1.07072335e-01]
 [  8.11082817e-02   7.61935683e-02   1.09206751e-01   1.38917277e-02
   -2.40479679e-01   6.34210472e-02   5.65252077e-03  -2.71067083e-01
   -1.14814586e-02  -8.13494961e-02]
 [ -6.97681575e-03   1.27661661e-01   8.50472397e-02  -3.25658795e-02
   -6.40671864e-02   1.77781106e-01   5.82139852e-02   1.17925446e-01
   -2.07085026e-02   1.72902989e-01]
 [  2.22317025e-01   9.35125019e-02   2.76476958e-02   7.42626431e-02
    1.56474224e-02  -2.46677911e-02  -2.16847065e-01   1.47741126e-01
   -5.87388323e-02  -2.59259139e-02]
 [  5.16715270e-02   6.00118751e-02   1.97047998e-02   5.06033463e-02
   -4.76503526e-01  -1.26698330e-01  -2.52288736e-01   4.14791684e-02
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 [  7.24608358e-02   5.13672233e-01   1.32685425e-01   4.63336924e-01
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   -1.18143832e+00  -8.20522750e-02  -4.21387237e-01   1.51334773e-01
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 [  2.39979160e-01   3.32927709e-01   2.44224492e-01   1.44105487e-01
   -5.79226502e-01   8.29339558e-02  -2.21656568e-01   1.61390860e-01
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 [ -7.76941398e-02   2.46025222e-01   2.39382066e-01   1.05211455e-02
   -9.21532144e-02   1.32822056e-01  -1.12688357e-01  -1.57489555e-02
   -3.70156028e-02   4.52596658e-02]
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   -5.95130968e-02   1.19735400e-01   2.34924193e-01   1.88102811e-02
   -2.83480244e-01  -1.02923437e-01]
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   -2.13688477e-01   2.53657720e-02]
 [  6.89106074e-03  -4.44572955e-01  -1.29223288e-01  -1.66168340e-01
    3.74710392e-01   2.61431210e-02   2.08720562e-01   1.51796432e-01
   -1.68837620e-01  -2.26166595e-01]
 [  5.93448555e-02  -3.17240937e-01  -1.78509526e-01  -9.45197882e-02
   -2.26332340e-01  -2.02056204e-02   2.05743955e-01  -1.63253141e-01
    6.54507062e-02  -2.36834646e-01]
 [ -1.00250463e-01  -1.76094901e-04   2.72059523e-01   2.67980760e-02
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   -8.89361668e-02  -3.21669331e-02]
 [ -3.24587107e-01  -9.25113856e-03   2.33054478e-02   6.73055808e-03
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   -5.76696451e-02   1.02753626e-01]
 [  1.62222231e-01  -2.84093629e-02  -2.25038990e-01  -4.30587568e-02
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    2.41021183e-02  -1.55543475e-01]
 [  2.35074178e-01  -2.14892185e-01   7.41306440e-02   1.37367459e-02
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    1.39083546e-01  -1.40419037e-01]
 [ -9.81903046e-02  -9.07993386e-02   1.23715552e-01   1.16787378e-01
    2.51466687e-02  -1.17768682e-01   2.32964399e-01  -7.86334764e-02
    1.83894854e-01   6.88429321e-03]
 [ -7.88146085e-02  -2.59239511e-01   1.65768801e-01  -3.81260939e-01
   -3.52212201e-01   1.54018137e-01   1.75090646e-01  -1.29577080e-01
   -5.66170074e-02   1.34155292e-01]]
[[ 0.61244689]
 [ 1.82269918]
 [ 0.20856886]
 [ 0.89768966]
 [-2.89200781]
 [-0.32671441]
 [-1.88389881]
 [ 0.05380671]
 [ 0.68253222]
 [ 0.86649089]]
Progress: 60.5% ... Training loss: 0.261 ... Validation loss: 0.440[[  1.92519898e-01   3.78911117e-01  -9.24662952e-02   1.41043997e-01
   -3.68838603e-01  -8.13047725e-02  -1.35018230e-01   1.20537375e-01
   -2.15825300e-02   2.58667244e-01]
 [  1.16479349e-02   1.22242283e-01  -1.97722436e-02   4.72791652e-02
    7.20606019e-02  -6.75863111e-03   3.39366023e-01   4.06791832e-02
    1.43733480e-01  -2.69747595e-02]
 [  2.22826902e-01   7.42789715e-01   1.43117768e-02  -4.09005293e-02
    8.86724902e-01  -2.90197280e-02  -1.03433035e+00  -4.15573503e-02
    7.86967046e-02   3.18974989e-01]
 [  6.15543342e-02  -4.52438093e-01  -1.85578251e-01   2.51721004e-01
   -7.00573608e-02   1.22174105e-01   2.61969338e-01   6.59321788e-02
    1.47665053e-01   3.36354315e-01]
 [ -4.77963374e-02   2.74507917e-02  -1.51091471e-01   3.22602730e-02
   -9.18542861e-02  -1.75578116e-01   1.61722399e-01  -1.16395106e-01
   -1.99839739e-01  -7.04319846e-02]
 [ -4.05584186e-01  -6.79315951e-01  -3.06633668e-01   1.34438518e-01
   -3.17892232e-01   4.45501767e-02   3.95157332e-01  -4.20510597e-02
   -4.69554044e-02  -5.43948354e-02]
 [ -5.00245485e-03  -3.15942403e-01   9.20777025e-03   8.73349263e-02
   -8.39263864e-02  -7.21911123e-02   1.87730623e-01  -1.92895961e-01
    2.00375367e-01   5.15584455e-02]
 [  1.03870797e-01  -3.48810334e-01   2.74765433e-02  -8.19875482e-02
   -1.07225717e-01  -4.62079745e-02   9.26329244e-02   1.14488837e-01
    7.48434529e-02  -2.43597380e-02]
 [ -1.77693721e-01  -2.16401319e-01  -3.01793472e-01  -1.91219778e-02
   -1.40693805e-01   6.67934600e-02  -5.48881113e-02  -3.04712973e-02
    2.74128511e-01  -1.31997966e-01]
 [  2.17190444e-02  -4.83051494e-01   6.61228043e-02  -5.94239635e-02
   -4.12732942e-01  -1.02435990e-01   2.13862431e-01  -1.16989869e-01
   -1.77502548e-02   4.59794770e-02]
 [ -7.51057910e-02  -1.81415650e-01   8.33373237e-03  -1.17015648e-01
   -2.07033663e-01   3.93440901e-03   2.47727463e-01  -1.02140995e-01
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 [ -1.33857963e-01  -2.95972838e-01  -7.20511248e-02   1.86834806e-02
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   -1.70796823e-01  -2.12045695e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.91454566e-01  -3.47409367e-01   9.20611101e-02   2.06082013e-01
   -1.87380616e-01  -6.09748279e-02   1.12907676e-01  -2.62426106e-01
   -2.87241997e-01  -1.07022870e-01]
 [  8.41326093e-02  -2.37470397e-01  -2.89613183e-02   9.25184716e-02
   -5.99114111e-02  -8.21212887e-02   2.88922776e-01   4.70633138e-04
    7.88421155e-03  -2.17473927e-02]
 [  2.90454452e-02  -1.47465117e-01  -2.13751849e-01   1.35279900e-01
   -7.17452090e-02   8.36969088e-02  -6.28849573e-03  -2.10384145e-02
   -9.57966137e-02  -1.15883560e-02]
 [ -1.18961013e-01  -1.02039619e-01  -2.00899515e-01   1.60919049e-01
   -5.48208577e-03   1.32979167e-01   4.79218403e-03  -2.51022745e-01
    7.56413069e-02  -1.88538961e-01]
 [ -5.26793427e-02  -6.78329766e-02   2.81265450e-01   1.22449535e-01
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    9.41581216e-02   6.81048771e-02]
 [  7.04496076e-02  -5.57517146e-03   8.98077656e-02   9.48020505e-02
   -3.87485107e-02  -1.96351790e-02   1.59987377e-01   1.20070763e-01
   -1.80788036e-02  -4.76532966e-02]
 [  8.44395826e-03  -1.57269279e-01  -2.94514939e-01  -5.65407834e-02
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    1.03873445e-01  -3.78923269e-02]
 [  5.67706105e-02  -5.76721567e-02  -1.12397351e-01   6.21265779e-02
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   -1.46877755e-01  -4.50736961e-02]
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 [  1.11156134e-01   7.78473020e-02  -4.36770306e-02  -9.77996238e-02
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   -8.27615862e-02  -2.03668903e-01  -1.97335357e-02  -2.09146143e-02
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   -1.80499581e-01  -3.80705460e-01]
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    2.65667369e-02  -3.93990674e-01]
 [  9.59270818e-03  -5.52886371e-01  -4.49728321e-02  -1.09152244e-01
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   -3.66878773e-01  -2.22859344e-01]
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   -7.26912661e-02   8.43081002e-02]
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   -9.17314225e-02  -1.37728343e-01]
 [ -2.12790220e-01  -3.72050267e-01   2.49911458e-01  -2.46263502e-01
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   -2.60722082e-01  -2.87244298e-02]
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   -2.31947173e-02  -1.33703689e-01]
 [  8.76369452e-02   2.52406434e-01   1.54940278e-01  -1.23845167e-01
   -8.78524042e-02   6.07099301e-02  -1.43197145e-01   2.79365279e-01
    4.76669602e-02   1.54147539e-01]
 [  3.66467614e-01   3.83826877e-01  -7.58863259e-02   3.19957960e-01
   -8.94154139e-01  -2.91290855e-01  -5.22584039e-01   1.78048519e-01
    4.05799417e-01  -5.47746971e-04]
 [  5.30059008e-02   1.12768231e-01   2.56116636e-01   2.51415351e-01
   -3.74655680e-02  -1.99272425e-01  -1.80654686e-01  -1.32766668e-01
   -1.33079167e-01  -2.83960623e-01]
 [  1.83185779e-02  -1.02591247e-01  -1.22519539e-01  -6.42170154e-02
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    2.47012215e-02   1.97225868e-01]
 [  7.20916039e-03  -4.05781702e-02  -6.63884804e-02  -4.66277042e-02
   -3.03756785e-02  -1.82391238e-01   5.37778250e-02   1.00901559e-02
    3.92093839e-02   6.96694593e-03]
 [  3.12061425e-02   1.07242836e-01   2.43873498e-01   7.39556536e-02
   -2.12014785e-01  -1.38248614e-01   7.23169375e-02   3.91266868e-02
   -1.86675454e-01   1.06878999e-01]
 [  8.13629353e-02   7.70832361e-02   1.09266553e-01   1.42282631e-02
   -2.41885802e-01   6.32772090e-02   4.99192176e-03  -2.71045542e-01
   -1.12190897e-02  -8.09813317e-02]
 [ -6.18800056e-03   1.30080938e-01   8.53220855e-02  -3.15087060e-02
   -6.71424005e-02   1.77358985e-01   5.58143114e-02   1.17994010e-01
   -1.99211983e-02   1.73943649e-01]
 [  2.22528962e-01   9.38493563e-02   2.77091861e-02   7.45544979e-02
    1.52642976e-02  -2.47819419e-02  -2.17451921e-01   1.47758495e-01
   -5.85177459e-02  -2.56744820e-02]
 [  5.18382791e-02   6.01492252e-02   1.97692819e-02   5.08562331e-02
   -4.76598102e-01  -1.26796394e-01  -2.52819529e-01   4.14981704e-02
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 [  7.12715232e-02   5.10426096e-01   1.32287593e-01   4.61685893e-01
   -1.41310571e+00  -3.04932681e-01  -5.57708879e-01  -6.97289025e-02
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 [  1.80442627e-01   4.98747826e-01   6.99128928e-02   4.43356708e-01
   -1.18592034e+00  -8.27232256e-02  -4.24644030e-01   1.51451962e-01
    2.24307374e-01   4.82521583e-01]
 [  2.40018066e-01   3.33008393e-01   2.44241085e-01   1.44160481e-01
   -5.79468435e-01   8.29099275e-02  -2.21784665e-01   1.61394570e-01
    2.37698056e-01   7.49106699e-02]
 [ -7.76684003e-02   2.46057511e-01   2.39390377e-01   1.05538769e-02
   -9.21696015e-02   1.32812473e-01  -1.12681781e-01  -1.57470002e-02
   -3.69898627e-02   4.52898593e-02]
 [ -1.07526100e-01   4.34270901e-03   2.10887314e-02   8.08773277e-02
   -5.99785547e-02   1.19682905e-01   2.34630083e-01   1.88188865e-02
   -2.83373306e-01  -1.02785552e-01]
 [ -2.27758332e-01  -5.88261388e-02  -9.62942908e-02  -3.52536815e-01
    2.01367193e-01   1.21348042e-01   1.23672257e-01   1.02465586e-01
   -2.13092843e-01   2.60667403e-02]
 [  6.68184439e-03  -4.45322109e-01  -1.29301957e-01  -1.66509173e-01
    3.75695736e-01   2.62686114e-02   2.09407915e-01   1.51775885e-01
   -1.69096357e-01  -2.26511624e-01]
 [  6.03174987e-02  -3.16096267e-01  -1.78190582e-01  -9.30544309e-02
   -2.31300873e-01  -2.07727308e-02   2.03782144e-01  -1.63161563e-01
    6.65328627e-02  -2.35589356e-01]
 [ -9.91019816e-02   3.04284146e-03   2.72485750e-01   2.86211105e-02
    1.44431436e-01   6.77195575e-02   6.52326537e-02  -2.94791421e-01
   -8.76347001e-02  -3.05753852e-02]
 [ -3.23766065e-01  -7.70251265e-03   2.36085038e-02   8.00108895e-03
    1.46728895e-01  -1.87929981e-01   5.71973052e-03   2.35580904e-01
   -5.66746868e-02   1.04012999e-01]
 [  1.63593124e-01  -2.48106844e-02  -2.24543463e-01  -4.08474737e-02
    7.57072910e-02  -3.11194731e-01   7.35430635e-02  -1.64306755e-01
    2.57325168e-02  -1.53524546e-01]
 [  2.35582414e-01  -2.13669135e-01   7.43349266e-02   1.45481844e-02
    6.48666506e-02  -5.13303026e-02   3.13207625e-02  -1.34123384e-01
    1.39574044e-01  -1.39758299e-01]
 [ -9.72478305e-02  -8.87750170e-02   1.24050400e-01   1.18210821e-01
    2.11076731e-02  -1.18285004e-01   2.30603345e-01  -7.85467029e-02
    1.84913833e-01   8.14539578e-03]
 [ -7.72021189e-02  -2.55010642e-01   1.66312907e-01  -3.78987330e-01
   -3.58744553e-01   1.53130545e-01   1.71264481e-01  -1.29432396e-01
   -5.48366463e-02   1.36458463e-01]]
[[ 0.63903064]
 [ 1.83911759]
 [ 0.23330249]
 [ 0.92567762]
 [-2.87445872]
 [-0.30255824]
 [-1.85260587]
 [ 0.07935917]
 [ 0.71250279]
 [ 0.89540524]]
Progress: 60.5% ... Training loss: 0.260 ... Validation loss: 0.441[[  1.93899555e-01   3.82226077e-01  -9.19777560e-02   1.42833247e-01
   -3.72455634e-01  -8.18714342e-02  -1.37510690e-01   1.20703843e-01
   -1.99389873e-02   2.60770530e-01]
 [  1.13084796e-02   1.21288745e-01  -1.99060050e-02   4.67531448e-02
    7.25082502e-02  -6.59814636e-03   3.40114563e-01   4.06339571e-02
    1.43354996e-01  -2.74513377e-02]
 [  2.24046059e-01   7.42552056e-01   1.47336860e-02  -3.91594636e-02
    8.86811140e-01  -2.96420713e-02  -1.03650131e+00  -4.13926149e-02
    8.03645438e-02   3.21106034e-01]
 [  5.69552082e-02  -4.63576771e-01  -1.87277288e-01   2.45073528e-01
   -5.32652096e-02   1.24512492e-01   2.74022320e-01   6.53318079e-02
    1.42324814e-01   3.29784970e-01]
 [ -4.63531575e-02   3.18585746e-02  -1.50464114e-01   3.45928474e-02
   -1.00916718e-01  -1.76274881e-01   1.57875157e-01  -1.16212349e-01
   -1.98346682e-01  -6.84511634e-02]
 [ -4.06349079e-01  -6.79910689e-01  -3.06913033e-01   1.33242511e-01
   -3.16660289e-01   4.49714998e-02   3.95812596e-01  -4.21577616e-02
   -4.79338230e-02  -5.55324067e-02]
 [ -5.35406852e-03  -3.17030540e-01   9.04925804e-03   8.67509668e-02
   -8.27440612e-02  -7.20365820e-02   1.88582143e-01  -1.92947300e-01
    1.99980630e-01   5.10341973e-02]
 [  1.03216948e-01  -3.51622471e-01   2.72250299e-02  -8.30168103e-02
   -1.05400876e-01  -4.58523051e-02   9.46512173e-02   1.14407296e-01
    7.42825824e-02  -2.49246459e-02]
 [ -1.76786864e-01  -2.13418230e-01  -3.01460034e-01  -1.79474471e-02
   -1.44626757e-01   6.63775366e-02  -5.80016847e-02  -3.03686827e-02
    2.75041322e-01  -1.30742627e-01]
 [  2.10154895e-02  -4.83768939e-01   6.57575084e-02  -6.10505396e-02
   -4.11128639e-01  -1.01966257e-01   2.13753670e-01  -1.17114039e-01
   -1.87580758e-02   4.50721641e-02]
 [ -7.43104875e-02  -1.80068685e-01   8.66527382e-03  -1.15773713e-01
   -2.10459374e-01   3.50928386e-03   2.46125940e-01  -1.02033447e-01
    9.90811754e-03  -9.44761819e-02]
 [ -1.34813209e-01  -2.98114281e-01  -7.23733231e-02   1.74334243e-02
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   -1.71868610e-01  -2.13245525e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.91695903e-01  -3.47978197e-01   9.19514872e-02   2.05601819e-01
   -1.86955685e-01  -6.08311477e-02   1.13424197e-01  -2.62460643e-01
   -2.87566462e-01  -1.07411672e-01]
 [  8.36001112e-02  -2.38455134e-01  -2.91605634e-02   9.16942433e-02
   -5.91223101e-02  -8.18713564e-02   2.89854801e-01   4.02876115e-04
    7.27174587e-03  -2.25799335e-02]
 [  2.87262834e-02  -1.47163134e-01  -2.13848494e-01   1.34903372e-01
   -7.04902197e-02   8.38904140e-02  -6.27548322e-03  -2.10860346e-02
   -9.62038232e-02  -1.19986761e-02]
 [ -1.18480964e-01  -1.01374484e-01  -2.00746464e-01   1.61570262e-01
   -8.04531528e-03   1.32754965e-01   3.95140556e-03  -2.50971426e-01
    7.61869389e-02  -1.87912417e-01]
 [ -5.34366891e-02  -6.99289926e-02   2.80983479e-01   1.21336008e-01
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    9.33476779e-02   6.70843467e-02]
 [  7.05314860e-02  -5.64414833e-03   8.97924076e-02   9.47558155e-02
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   -1.80671855e-02  -4.74702771e-02]
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   -8.69002327e-02  -2.95744377e-02]
 [ -3.23660227e-01  -7.35343727e-03   2.36537261e-02   8.17017687e-03
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 [  1.63816576e-01  -2.48522107e-02  -2.24434327e-01  -4.03684237e-02
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 [  2.34590002e-01  -2.16289895e-01   7.39511272e-02   1.29925542e-02
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 [ -9.82049503e-02  -9.11120427e-02   1.23682594e-01   1.16754725e-01
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    1.83851117e-01   6.80205333e-03]
 [ -7.69254082e-02  -2.53758596e-01   1.66388529e-01  -3.78923016e-01
   -3.63100531e-01   1.53031860e-01   1.70160172e-01  -1.29416306e-01
   -5.45545492e-02   1.36905492e-01]]
[[ 0.63656599]
 [ 1.84373425]
 [ 0.2310202 ]
 [ 0.92102809]
 [-2.87972968]
 [-0.3054022 ]
 [-1.8613956 ]
 [ 0.07486053]
 [ 0.70756656]
 [ 0.88999261]]
Progress: 60.5% ... Training loss: 0.257 ... Validation loss: 0.434[[  1.93741382e-01   3.82078557e-01  -9.20052122e-02   1.42640598e-01
   -3.70007273e-01  -8.17290830e-02  -1.36632212e-01   1.20681776e-01
   -2.01393158e-02   2.60359306e-01]
 [  1.08975308e-02   1.20061306e-01  -2.00577660e-02   4.61900506e-02
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 [  2.26471913e-01   7.45915854e-01   1.54848087e-02  -3.60762598e-02
    8.80028404e-01  -3.07241979e-02  -1.04071162e+00  -4.11164877e-02
    8.28003597e-02   3.24093247e-01]
 [  5.71597672e-02  -4.60320706e-01  -1.87080250e-01   2.45876912e-01
   -5.75418304e-02   1.24321234e-01   2.70700944e-01   6.53707375e-02
    1.42826138e-01   3.30142578e-01]
 [ -4.37100940e-02   3.70741103e-02  -1.49461053e-01   3.85504074e-02
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   -1.95384291e-01  -6.49144031e-02]
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   -4.89649755e-02  -5.68653133e-02]
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 [  2.05171169e-02  -4.85579372e-01   6.55072437e-02  -6.22101921e-02
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   -1.71926612e-01  -2.13416759e-01]
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   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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 [ -2.90999327e-01  -3.46412706e-01   9.22167585e-02   2.06529798e-01
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   -9.66735283e-02  -1.26232724e-02]
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 [  6.97383886e-02  -7.60976061e-03   8.94923536e-02   9.35369564e-02
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   -1.89760127e-02  -4.86016131e-02]
 [  8.13821193e-03  -1.58222520e-01  -2.94625031e-01  -5.70228200e-02
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 [  5.75245826e-02  -5.60549894e-02  -1.12109013e-01   6.32870912e-02
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   -1.80348188e-01  -3.80526644e-01]
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    2.60219304e-02  -3.94725778e-01]
 [  9.72350746e-03  -5.52987129e-01  -4.49539308e-02  -1.09034203e-01
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   -3.66772731e-01  -2.22690843e-01]
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   -9.21835638e-02  -1.38289740e-01]
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   -2.60713924e-01  -2.87327004e-02]
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   -2.37955080e-02  -1.34506701e-01]
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 [  3.66374673e-01   3.84498036e-01  -7.58804722e-02   3.19877702e-01
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 [  5.35128188e-02   1.13941168e-01   2.56299944e-01   2.52086173e-01
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   -1.86495749e-01   1.07174856e-01]
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   -2.45240699e-01   6.27764597e-02   2.65379862e-03  -2.70929877e-01
   -1.00769206e-02  -7.96643690e-02]
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   -7.31660509e-02   1.76628077e-01   5.16891536e-02   1.18171086e-01
   -1.83037036e-02   1.75852109e-01]
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   -5.79226357e-02  -2.49295279e-02]
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 [  5.87767674e-02  -3.18139042e-01  -1.78771677e-01  -9.53347585e-02
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   -8.62168576e-02  -2.87550251e-02]
 [ -3.23705294e-01  -8.29566800e-03   2.36445383e-02   8.02244325e-03
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 [ -9.85066581e-02  -9.20320315e-02   1.23566729e-01   1.16304738e-01
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    1.83485598e-01   6.33376108e-03]
 [ -7.58964631e-02  -2.49357569e-01   1.66756220e-01  -3.77449317e-01
   -3.70650309e-01   1.52544585e-01   1.66232501e-01  -1.29303226e-01
   -5.33976447e-02   1.38104260e-01]]
[[ 0.63543687]
 [ 1.84483751]
 [ 0.23086234]
 [ 0.91890998]
 [-2.87782365]
 [-0.30821989]
 [-1.86550117]
 [ 0.07244401]
 [ 0.70492075]
 [ 0.89072377]]
Progress: 60.6% ... Training loss: 0.257 ... Validation loss: 0.430[[  1.92784222e-01   3.79551799e-01  -9.23534758e-02   1.41150429e-01
   -3.65092334e-01  -8.12493869e-02  -1.33543889e-01   1.20547448e-01
   -2.12443010e-02   2.58629110e-01]
 [  1.09292254e-02   1.20146452e-01  -2.00442897e-02   4.62436301e-02
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    1.43032079e-01  -2.80326401e-02]
 [  2.26731393e-01   7.48487288e-01   1.55518399e-02  -3.58035559e-02
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    8.29194567e-02   3.23950839e-01]
 [  5.96912113e-02  -4.54511414e-01  -1.86113754e-01   2.49808314e-01
   -6.72289954e-02   1.23081403e-01   2.65205581e-01   6.56754107e-02
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   -1.93817008e-01  -6.28040729e-02]
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   -4.89490125e-02  -5.68754419e-02]
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   -1.72541347e-01  -2.14165138e-01]
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   -2.86640216e-01  -1.06322617e-01]
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   -9.66784814e-02  -1.25751174e-02]
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   -1.96964157e-02  -4.94749899e-02]
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 [  5.78756956e-02  -5.51504165e-02  -1.11976650e-01   6.38055503e-02
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[[ 0.63465535]
 [ 1.841304  ]
 [ 0.22851297]
 [ 0.91735043]
 [-2.87758826]
 [-0.30950271]
 [-1.86609028]
 [ 0.07151894]
 [ 0.70313865]
 [ 0.88977654]]
Progress: 60.6% ... Training loss: 0.256 ... Validation loss: 0.429[[  1.93052169e-01   3.79776465e-01  -9.22833111e-02   1.41299079e-01
   -3.63291499e-01  -8.12911488e-02  -1.33382746e-01   1.20569043e-01
   -2.11580160e-02   2.58909979e-01]
 [  1.10574619e-02   1.20234293e-01  -1.99584405e-02   4.65331623e-02
    7.24110708e-02  -6.52081821e-03   3.41668735e-01   4.06071019e-02
    1.43251106e-01  -2.78046728e-02]
 [  2.23557228e-01   7.41912736e-01   1.42631163e-02  -4.14449017e-02
    8.91286505e-01  -2.89353617e-02  -1.03687898e+00  -4.15503176e-02
    7.88751951e-02   3.18944342e-01]
 [  5.82660783e-02  -4.59405288e-01  -1.86621483e-01   2.47854259e-01
   -6.05653108e-02   1.23824496e-01   2.70878343e-01   6.55073626e-02
    1.44282592e-01   3.31726100e-01]
 [ -4.22252950e-02   4.31339905e-02  -1.48917694e-01   4.06082257e-02
   -1.16751713e-01  -1.78282712e-01   1.47377107e-01  -1.15729711e-01
   -1.94152029e-01  -6.30643438e-02]
 [ -4.06120199e-01  -6.79426412e-01  -3.06773488e-01   1.33807818e-01
   -3.19437698e-01   4.47980727e-02   3.96144487e-01  -4.21243683e-02
   -4.75358105e-02  -5.50970552e-02]
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   -7.50555631e-02  -7.10825522e-02   1.93204765e-01  -1.93166399e-01
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   -1.09474501e-01  -4.59126459e-02   9.34529015e-02   1.14428379e-01
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 [ -1.79397228e-01  -2.20217230e-01  -3.02388731e-01  -2.17283428e-02
   -1.38042811e-01   6.76461791e-02  -5.07131645e-02  -3.06699036e-02
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 [  1.88772826e-02  -4.90558773e-01   6.48745983e-02  -6.50023837e-02
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   -2.11744237e-02   4.14186241e-02]
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   -1.71711591e-01  -2.13167077e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.90271627e-01  -3.45286570e-01   9.25504580e-02   2.07921305e-01
   -1.90405511e-01  -6.15985838e-02   1.10548218e-01  -2.62275059e-01
   -2.85800320e-01  -1.05256387e-01]
 [  8.38587903e-02  -2.38015343e-01  -2.90766864e-02   9.21095928e-02
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 [  2.83145150e-02  -1.47459418e-01  -2.13997895e-01   1.34214602e-01
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   -9.67163810e-02  -1.26143026e-02]
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 [ -5.39656519e-02  -7.21092407e-02   2.80790904e-01   1.20405243e-01
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 [  6.79763412e-02  -1.12650879e-02   8.88100000e-02   9.07396564e-02
   -2.84259876e-02  -1.83676191e-02   1.65441880e-01   1.19758848e-01
   -2.11466430e-02  -5.12040047e-02]
 [  9.41206938e-03  -1.55147429e-01  -2.94164480e-01  -5.51403656e-02
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 [  5.68095483e-02  -5.82637509e-02  -1.12360716e-01   6.21432009e-02
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   -1.46866702e-01  -4.50592945e-02]
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   -1.79999672e-01  -3.80122373e-01]
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 [  9.65750487e-03  -5.53288796e-01  -4.49811758e-02  -1.09146662e-01
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   -3.66845063e-01  -2.22790541e-01]
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   -7.25227286e-02   8.45002534e-02]
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   -9.27031928e-02  -1.38913028e-01]
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   -8.73305752e-02   6.05680496e-02  -1.43769760e-01   2.79388576e-01
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 [  3.65449270e-01   3.81102505e-01  -7.62782668e-02   3.18192950e-01
   -8.90953477e-01  -2.90608053e-01  -5.19141176e-01   1.77909287e-01
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 [  5.32676494e-02   1.13156332e-01   2.56225446e-01   2.51819809e-01
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 [  7.28822480e-03  -4.09794211e-02  -6.63860679e-02  -4.66128804e-02
   -2.93682486e-02  -1.82399853e-01   5.35101705e-02   1.00874807e-02
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   -1.86830510e-01   1.06748789e-01]
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   -2.43439007e-01   6.29687264e-02   3.66746975e-03  -2.70976110e-01
   -1.05080885e-02  -8.01834576e-02]
 [ -4.66469598e-03   1.34684893e-01   8.58477329e-02  -2.95110923e-02
   -7.36589990e-02   1.76648292e-01   5.07226284e-02   1.18164462e-01
   -1.83959924e-02   1.75821185e-01]
 [  2.22735746e-01   9.46042302e-02   2.77346351e-02   7.46231804e-02
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   -5.84835893e-02  -2.55068663e-02]
 [  5.13550009e-02   5.90486580e-02   1.95660355e-02   5.00472586e-02
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   -5.80011082e-01   8.30870356e-02  -2.20871364e-01   1.61362870e-01
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   -3.87086445e-02   4.31235378e-02]
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   -2.84677466e-01  -1.04308917e-01]
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   -2.13177302e-01   2.59624103e-02]
 [  7.19762578e-03  -4.44379869e-01  -1.29107509e-01  -1.65739432e-01
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   -1.68504559e-01  -2.25792608e-01]
 [  5.62753311e-02  -3.25614533e-01  -1.79694419e-01  -9.90290285e-02
   -2.21728147e-01  -1.86097397e-02   2.13601415e-01  -1.63668830e-01
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 [ -9.86350013e-02   2.48212331e-03   2.72699883e-01   2.93205378e-02
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   -8.70758487e-02  -2.98654857e-02]
 [ -3.23209471e-01  -7.34806754e-03   2.38746604e-02   8.81212703e-03
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   -5.60471927e-02   1.04512051e-01]
 [  1.64911996e-01  -2.20316987e-02  -2.24084580e-01  -3.89978452e-02
    7.33260567e-02  -3.11800289e-01   7.03674442e-02  -1.64141175e-01
    2.72907798e-02  -1.51702089e-01]
 [  2.33681323e-01  -2.19319894e-01   7.36016352e-02   1.15328309e-02
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    1.37462320e-01  -1.42366107e-01]
 [ -9.84989893e-02  -9.16774819e-02   1.23577813e-01   1.16198258e-01
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    1.83391442e-01   6.31137523e-03]
 [ -7.68250903e-02  -2.51235740e-01   1.66404532e-01  -3.78914240e-01
   -3.70282266e-01   1.53064042e-01   1.68103919e-01  -1.29429843e-01
   -5.44973849e-02   1.36998060e-01]]
[[ 0.62198311]
 [ 1.8325494 ]
 [ 0.21803552]
 [ 0.90755545]
 [-2.88753465]
 [-0.31871438]
 [-1.87316899]
 [ 0.063146  ]
 [ 0.69066772]
 [ 0.87815392]]
Progress: 60.7% ... Training loss: 0.253 ... Validation loss: 0.429[[  1.93987887e-01   3.82413687e-01  -9.18874150e-02   1.42834023e-01
   -3.66220558e-01  -8.18582073e-02  -1.35889966e-01   1.20693623e-01
   -1.98858262e-02   2.60484397e-01]
 [  1.09268687e-02   1.19980776e-01  -2.00033588e-02   4.63409885e-02
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    1.43116157e-01  -2.79907131e-02]
 [  2.25272090e-01   7.46973772e-01   1.49121682e-02  -3.88637310e-02
    8.85195656e-01  -2.98811223e-02  -1.04167606e+00  -4.13557363e-02
    8.06630228e-02   3.21458585e-01]
 [  6.10689056e-02  -4.52891385e-01  -1.85619514e-01   2.52188253e-01
   -7.12808811e-02   1.22427231e-01   2.62928044e-01   6.57704851e-02
    1.47529871e-01   3.36105062e-01]
 [ -4.53749140e-02   3.30241214e-02  -1.50097563e-01   3.57991852e-02
   -1.03321256e-01  -1.76735425e-01   1.57572166e-01  -1.16069994e-01
   -1.97828360e-01  -6.73762162e-02]
 [ -4.05640792e-01  -6.78615897e-01  -3.06604230e-01   1.34600139e-01
   -3.21373555e-01   4.44889004e-02   3.94942103e-01  -4.20669786e-02
   -4.69437516e-02  -5.44258874e-02]
 [ -6.51464377e-03  -3.21035337e-01   8.62408049e-03   8.47546101e-02
   -7.78253018e-02  -7.14733954e-02   1.91596575e-01  -1.93099764e-01
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   -1.17002745e-01  -4.69335741e-02   8.84252252e-02   1.14635512e-01
    7.68499355e-02  -2.23267921e-02]
 [ -1.79851846e-01  -2.22124950e-01  -3.02542053e-01  -2.24396566e-02
   -1.37540332e-01   6.79050265e-02  -4.91459373e-02  -3.07135359e-02
    2.71831242e-01  -1.34986908e-01]
 [  2.06489146e-02  -4.85897391e-01   6.55826571e-02  -6.22694408e-02
   -4.12065855e-01  -1.01706144e-01   2.16379155e-01  -1.17214017e-01
   -1.91852491e-02   4.40312590e-02]
 [ -7.57709254e-02  -1.85003345e-01   8.16164274e-03  -1.18070320e-01
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   -1.70965161e-01  -2.12244701e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.90069667e-01  -3.45023223e-01   9.26401607e-02   2.08298511e-01
   -1.91384382e-01  -6.17345203e-02   1.10267873e-01  -2.62247735e-01
   -2.85526862e-01  -1.04895502e-01]
 [  8.34584749e-02  -2.39199004e-01  -2.92280957e-02   9.15119124e-02
   -5.97777104e-02  -8.18547673e-02   2.90916740e-01   3.91769685e-04
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 [  2.88499725e-02  -1.46147149e-01  -2.13814638e-01   1.35029904e-01
   -7.14611219e-02   8.38505617e-02  -7.45391706e-03  -2.10850143e-02
   -9.61043138e-02  -1.19526823e-02]
 [ -1.19228244e-01  -1.03750582e-01  -2.01004053e-01   1.60436798e-01
   -6.98304405e-03   1.33100597e-01   6.06330159e-03  -2.51070535e-01
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 [ -5.34450848e-02  -7.10580759e-02   2.80967488e-01   1.21145823e-01
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 [ -3.23681935e-01  -8.80288482e-03   2.37202828e-02   8.17120784e-03
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 [  2.33656146e-01  -2.19656501e-01   7.35857566e-02   1.14459971e-02
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 [ -9.75725483e-02  -8.94586448e-02   1.23911554e-01   1.17509725e-01
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    1.84246979e-01   7.40136298e-03]
 [ -7.47455790e-02  -2.47328375e-01   1.67091608e-01  -3.76027859e-01
   -3.79380814e-01   1.52004165e-01   1.63324996e-01  -1.29226821e-01
   -5.21326016e-02   1.39947079e-01]]
[[ 0.63267095]
 [ 1.83822341]
 [ 0.22700956]
 [ 0.91664638]
 [-2.88123455]
 [-0.30843314]
 [-1.8647975 ]
 [ 0.07260585]
 [ 0.70207477]
 [ 0.89078126]]
Progress: 60.8% ... Training loss: 0.255 ... Validation loss: 0.432[[  1.92369141e-01   3.77610987e-01  -9.24847931e-02   1.40357316e-01
   -3.60395233e-01  -8.09307859e-02  -1.30329571e-01   1.20490307e-01
   -2.16047145e-02   2.57916942e-01]
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 [  2.24427559e-01   7.43751018e-01   1.45937120e-02  -4.02783653e-02
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    7.96125337e-02   3.20061329e-01]
 [  5.92551282e-02  -4.56829769e-01  -1.86282247e-01   2.49814468e-01
   -6.54356537e-02   1.23301414e-01   2.68394805e-01   6.55708319e-02
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 [ -4.38354825e-02   3.69123443e-02  -1.49415519e-01   3.85903776e-02
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   -1.96094903e-01  -6.50905695e-02]
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   -4.75843158e-02  -5.52593061e-02]
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   -1.70857597e-01  -2.12118640e-01]
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 [  6.78753469e-02  -1.18954438e-02   8.87415262e-02   9.04834762e-02
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 [  5.70190911e-02  -5.75850718e-02  -1.12226982e-01   6.26912024e-02
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   -1.79143748e-01  -3.79042033e-01]
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   -9.27926513e-02  -1.39039064e-01]
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 [  5.33594956e-02   1.13287043e-01   2.56270260e-01   2.51976816e-01
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 [  2.94892202e-02   1.02146209e-01   2.43261192e-01   7.13258039e-02
   -2.02574041e-01  -1.37420117e-01   7.68716157e-02   3.89260824e-02
   -1.88666752e-01   1.04632951e-01]
 [  8.23161836e-02   7.95569731e-02   1.09622542e-01   1.54942314e-02
   -2.44921272e-01   6.27702474e-02   2.61771077e-03  -2.70942834e-01
   -1.00967864e-02  -7.96634861e-02]
 [ -5.88803989e-03   1.31457571e-01   8.54087729e-02  -3.13309387e-02
   -6.85824964e-02   1.77251941e-01   5.39539217e-02   1.18023529e-01
   -1.97811793e-02   1.74082589e-01]
 [  2.22131792e-01   9.28870337e-02   2.75099960e-02   7.36260140e-02
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   -5.92129950e-02  -2.64185277e-02]
 [  5.17662955e-02   6.01839064e-02   1.97226816e-02   5.06545359e-02
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 [  2.37506532e-01   3.27529489e-01   2.43387917e-01   1.40600521e-01
   -5.75667264e-01   8.41127723e-02  -2.15844286e-01   1.61128948e-01
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 [ -7.90357155e-02   2.43186459e-01   2.38881441e-01   8.54048615e-03
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   -3.85224728e-02   4.33474964e-02]
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   -2.12987814e-01   2.61937664e-02]
 [  6.79082390e-03  -4.45442051e-01  -1.29253100e-01  -1.66338780e-01
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   -1.68952093e-01  -2.26377581e-01]
 [  5.44147012e-02  -3.30613436e-01  -1.80397094e-01  -1.01896286e-01
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 [ -9.87442541e-02   1.84009007e-03   2.72684077e-01   2.91738091e-02
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   -8.71563686e-02  -3.00424867e-02]
 [ -3.24060729e-01  -1.07668519e-02   2.36082661e-02   7.64783556e-03
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   -5.69502132e-02   1.03362972e-01]
 [  1.65096538e-01  -2.10338572e-02  -2.23918445e-01  -3.83354666e-02
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    2.77228666e-02  -1.51213370e-01]
 [  2.32119812e-01  -2.23169869e-01   7.30233371e-02   9.18053860e-03
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    1.35616438e-01  -1.44666512e-01]
 [ -9.78837200e-02  -9.06713496e-02   1.23801918e-01   1.17086363e-01
    2.26972122e-02  -1.17981034e-01   2.32552307e-01  -7.86441942e-02
    1.84005170e-01   7.08981885e-03]
 [ -7.54527216e-02  -2.48630525e-01   1.66837841e-01  -3.77012342e-01
   -3.78888696e-01   1.52382483e-01   1.64446158e-01  -1.29312866e-01
   -5.29327091e-02   1.39060317e-01]]
[[ 0.61554632]
 [ 1.82628863]
 [ 0.21087844]
 [ 0.90075129]
 [-2.89144358]
 [-0.32384571]
 [-1.88149099]
 [ 0.05685298]
 [ 0.68279766]
 [ 0.87231289]]
Progress: 60.8% ... Training loss: 0.255 ... Validation loss: 0.436[[  1.94191751e-01   3.80733693e-01  -9.18843369e-02   1.42665563e-01
   -3.66814350e-01  -8.16939398e-02  -1.32877755e-01   1.20637114e-01
   -1.95206781e-02   2.60433842e-01]
 [  1.05999202e-02   1.19161259e-01  -2.01302319e-02   4.58065756e-02
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    1.42712504e-01  -2.85244915e-02]
 [  2.27560439e-01   7.52285659e-01   1.55998711e-02  -3.61436232e-02
    8.77364377e-01  -3.08271719e-02  -1.04846920e+00  -4.12171177e-02
    8.30044407e-02   3.24058798e-01]
 [  5.86756144e-02  -4.58773080e-01  -1.86407314e-01   2.49673793e-01
   -6.18062851e-02   1.23607875e-01   2.70182163e-01   6.55522232e-02
    1.45292829e-01   3.33163741e-01]
 [ -3.94077963e-02   4.76531859e-02  -1.47926195e-01   4.48703972e-02
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   -1.91273997e-01  -5.88380063e-02]
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   -3.19015193e-01   4.49164323e-02   3.97705406e-01  -4.21566398e-02
   -4.78963170e-02  -5.54400234e-02]
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   -8.62803219e-02  -7.20032928e-02   1.88564570e-01  -1.93018292e-01
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   -1.14449618e-01  -4.64048279e-02   9.17123841e-02   1.14516963e-01
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 [  2.19533112e-02  -4.84123141e-01   6.59494330e-02  -6.12494143e-02
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   -1.79136329e-02   4.50756982e-02]
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   -1.70808362e-01  -2.11966754e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.90720791e-01  -3.46570062e-01   9.24125542e-02   2.07391206e-01
   -1.90485193e-01  -6.14038888e-02   1.11781302e-01  -2.62313913e-01
   -2.86273269e-01  -1.05815414e-01]
 [  8.40705387e-02  -2.38562407e-01  -2.90463307e-02   9.21802105e-02
   -5.96679818e-02  -8.21336488e-02   2.90383389e-01   4.32771731e-04
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 [  2.88864638e-02  -1.46258167e-01  -2.13778252e-01   1.35078597e-01
   -7.17210633e-02   8.38298164e-02  -7.23870345e-03  -2.10668537e-02
   -9.60316964e-02  -1.17983028e-02]
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   -1.38238261e-02   1.32699557e-01   3.90522036e-03  -2.50997069e-01
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 [  6.88469463e-02  -9.60700216e-03   8.90599544e-02   9.18201478e-02
   -3.19785584e-02  -1.88056679e-02   1.63826256e-01   1.19826257e-01
   -2.02657870e-02  -5.00693790e-02]
 [  1.18146444e-02  -1.48622351e-01  -2.93313041e-01  -5.17729423e-02
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 [  5.68982682e-02  -5.78840655e-02  -1.12293777e-01   6.23779338e-02
   -2.01641843e-01   3.15791916e-01   2.81086516e-01   2.04667234e-01
   -1.46694598e-01  -4.49417195e-02]
 [  1.40748328e-02   1.17035360e-03   1.26909525e-01   1.27536513e-01
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   -1.26103614e-01  -3.28814925e-01   1.40249206e-01   7.69079208e-03
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   -1.79005610e-01  -3.78883178e-01]
 [ -2.01422924e-02  -4.94644550e-01  -3.26126810e-02  -7.79409314e-02
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 [  1.02608469e-02  -5.52956795e-01  -4.47886654e-02  -1.08354137e-01
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   -3.66222503e-01  -2.22027897e-01]
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   -7.25728403e-02   8.44677476e-02]
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   -9.28708829e-02  -1.39147565e-01]
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   -2.60635558e-01  -2.86248098e-02]
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 [  3.66214047e-01   3.82536162e-01  -7.59710156e-02   3.19390948e-01
   -8.91332244e-01  -2.91009276e-01  -5.20729307e-01   1.78002413e-01
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 [  5.29802155e-02   1.12550448e-01   2.56130625e-01   2.51380625e-01
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 [  1.76320933e-02  -1.05208160e-01  -1.22794528e-01  -6.52794235e-02
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 [  2.93101387e-02   1.01634572e-01   2.43200027e-01   7.10321726e-02
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   -1.88887972e-01   1.04355119e-01]
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   -8.95433175e-03  -7.81626682e-02]
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   -1.79890391e-02   1.76198043e-01]
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   -5.95382306e-02  -2.68180041e-02]
 [  5.17364148e-02   6.02298723e-02   1.97091565e-02   5.05979084e-02
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   -1.68950490e-01  -2.26363510e-01]
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 [ -7.33218119e-02  -2.43669564e-01   1.67580138e-01  -3.74055974e-01
   -3.88630093e-01   1.51222677e-01   1.58865871e-01  -1.29131581e-01
   -5.05608574e-02   1.41969931e-01]]
[[ 0.62295916]
 [ 1.833938  ]
 [ 0.21782516]
 [ 0.90567332]
 [-2.88179919]
 [-0.31905535]
 [-1.8759379 ]
 [ 0.06203503]
 [ 0.68862591]
 [ 0.88079705]]
Progress: 60.9% ... Training loss: 0.254 ... Validation loss: 0.429[[  1.92581404e-01   3.75681266e-01  -9.24249669e-02   1.40215530e-01
   -3.60037193e-01  -8.08970239e-02  -1.28297069e-01   1.20467136e-01
   -2.10548141e-02   2.58681647e-01]
 [  1.05394945e-02   1.18988773e-01  -2.01511713e-02   4.57248143e-02
    7.36551198e-02  -6.23534427e-03   3.42622498e-01   4.05509036e-02
    1.42647757e-01  -2.86017963e-02]
 [  2.24938273e-01   7.44203293e-01   1.46587860e-02  -4.00546767e-02
    8.88510575e-01  -2.94285144e-02  -1.04257541e+00  -4.15053919e-02
    7.98765351e-02   3.20330000e-01]
 [  6.00260316e-02  -4.56034616e-01  -1.85936111e-01   2.51522342e-01
   -6.75230636e-02   1.22892393e-01   2.67834411e-01   6.56987604e-02
    1.47063594e-01   3.35542841e-01]
 [ -3.81158999e-02   5.00850214e-02  -1.47514867e-01   4.66198872e-02
   -1.35163161e-01  -1.80603927e-01   1.39563890e-01  -1.15334731e-01
   -1.89933569e-01  -5.68447395e-02]
 [ -4.06497677e-01  -6.81311406e-01  -3.06945112e-01   1.32936975e-01
   -3.18103704e-01   4.49897839e-02   3.98018249e-01  -4.21711185e-02
   -4.80055298e-02  -5.55531680e-02]
 [ -6.56916177e-03  -3.21714359e-01   8.63332213e-03   8.47565385e-02
   -8.31268060e-02  -7.14278700e-02   1.91260995e-01  -1.93135046e-01
    1.98649701e-01   4.91587256e-02]
 [  1.04107277e-01  -3.50578576e-01   2.74287780e-02  -8.26515492e-02
   -1.11152757e-01  -4.59527667e-02   9.31575921e-02   1.14426616e-01
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 [ -1.83436150e-01  -2.32770219e-01  -3.03779492e-01  -2.76026382e-02
   -1.25866692e-01   6.96234514e-02  -3.87976429e-02  -3.10980447e-02
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 [  1.93474549e-02  -4.90737179e-01   6.50708178e-02  -6.50785564e-02
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   -2.07470271e-02   4.17779318e-02]
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   -1.96133866e-01   6.45570871e-03   2.62172582e-01  -1.02691718e-01
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   -1.71241366e-01  -2.12502209e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.90231427e-01  -3.45859202e-01   9.25887560e-02   2.07992136e-01
   -1.90825594e-01  -6.16685612e-02   1.10972082e-01  -2.62261568e-01
   -2.85669263e-01  -1.05043327e-01]
 [  8.35382154e-02  -2.39283755e-01  -2.92287595e-02   9.14149595e-02
   -5.86443821e-02  -8.18616309e-02   2.91260595e-01   3.78775247e-04
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 [  2.84208822e-02  -1.47517654e-01  -2.13941883e-01   1.34447303e-01
   -7.03820609e-02   8.40600445e-02  -6.04176223e-03  -2.11085696e-02
   -9.65283684e-02  -1.24112997e-02]
 [ -1.18462925e-01  -1.01500474e-01  -2.00710416e-01   1.61744787e-01
   -1.46243594e-02   1.32753127e-01   3.90201472e-03  -2.51013687e-01
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 [ -5.38730761e-02  -7.21772306e-02   2.80830498e-01   1.20473468e-01
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    9.27095916e-02   6.64292175e-02]
 [  6.86002237e-02  -1.07608700e-02   8.89815124e-02   9.14144669e-02
   -3.14279683e-02  -1.86831209e-02   1.64298916e-01   1.19799767e-01
   -2.05591041e-02  -5.04766757e-02]
 [  1.04114685e-02  -1.52725425e-01  -2.93864984e-01  -5.40569746e-02
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 [  5.75780648e-02  -5.52476510e-02  -1.11961520e-01   6.37010456e-02
   -2.04801873e-01   3.15317906e-01   2.78725021e-01   2.04759127e-01
   -1.45735482e-01  -4.37367290e-02]
 [  1.37610901e-02  -7.41384755e-05   1.26765154e-01   1.26959880e-01
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   -3.42064054e-01   3.35530343e-03   8.03614245e-02  -2.64883764e-02
   -1.81600389e-02   2.92704470e-02]
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   -1.78838480e-01  -3.78658828e-01]
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    2.62048059e-02  -3.94515902e-01]
 [  1.03903500e-02  -5.52634858e-01  -4.47430347e-02  -1.08166893e-01
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   -3.66082353e-01  -2.21841828e-01]
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   -7.26728834e-02   8.43553342e-02]
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   -9.28576571e-02  -1.39127654e-01]
 [ -2.12693422e-01  -3.72356020e-01   2.49967647e-01  -2.46021865e-01
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   -2.60576976e-01  -2.85506950e-02]
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   -2.36412326e-02  -1.34322517e-01]
 [  8.75209680e-02   2.51313254e-01   1.54875254e-01  -1.24127655e-01
   -8.74744007e-02   6.08618047e-02  -1.42024242e-01   2.79335352e-01
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 [  3.66173644e-01   3.82672635e-01  -7.59339635e-02   3.19381382e-01
   -8.92111502e-01  -2.91078786e-01  -5.20788766e-01   1.78011199e-01
    4.05851318e-01  -5.11592808e-04]
 [  5.28255577e-02   1.12058527e-01   2.56067583e-01   2.51106301e-01
   -3.58563836e-02  -1.99171621e-01  -1.80033085e-01  -1.32766806e-01
   -1.33223270e-01  -2.84066332e-01]
 [  1.73318465e-02  -1.06066838e-01  -1.22903802e-01  -6.56988944e-02
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 [  9.33188770e-03  -3.62101095e-02  -6.56707932e-02  -4.36499826e-02
   -3.70819007e-02  -1.83528079e-01   4.78487002e-02   1.02903836e-02
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 [  2.91349071e-02   1.01208951e-01   2.43139282e-01   7.07797684e-02
   -2.01067201e-01  -1.37230612e-01   7.77118777e-02   3.88908828e-02
   -1.89082846e-01   1.04105913e-01]
 [  8.34858572e-02   8.25175198e-02   1.10021140e-01   1.70913971e-02
   -2.48488303e-01   6.21676985e-02  -4.79007669e-04  -2.70863270e-01
   -8.80736735e-03  -7.79450793e-02]
 [ -5.45506990e-03   1.33031544e-01   8.55677486e-02  -3.08270734e-02
   -7.05545396e-02   1.76949608e-01   5.28605591e-02   1.18060308e-01
   -1.93106348e-02   1.74522247e-01]
 [  2.21649560e-01   9.19791055e-02   2.73482379e-02   7.28343147e-02
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   -5.97726353e-02  -2.71167957e-02]
 [  5.14527658e-02   5.96697466e-02   1.95993225e-02   5.01735993e-02
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 [  7.40830225e-02   5.14585695e-01   1.33291001e-01   4.65695950e-01
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 [  2.37485219e-01   3.27758033e-01   2.43386088e-01   1.40618116e-01
   -5.76423467e-01   8.41203782e-02  -2.16178925e-01   1.61130338e-01
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 [ -7.90611576e-02   2.43159338e-01   2.38883151e-01   8.55185144e-03
   -8.88657343e-02   1.33504154e-01  -1.09545328e-01  -1.59150167e-02
   -3.85314481e-02   4.33567722e-02]
 [ -1.09010678e-01   1.30629960e-03   2.05436509e-02   7.86993418e-02
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   -2.85047434e-01  -1.04758261e-01]
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   -2.13034778e-01   2.61326755e-02]
 [  6.14645475e-03  -4.47335748e-01  -1.29496627e-01  -1.67322037e-01
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   -1.69726857e-01  -2.27321283e-01]
 [  5.16004845e-02  -3.37129557e-01  -1.81419296e-01  -1.06260478e-01
   -2.10217374e-01  -1.60910849e-02   2.26027830e-01  -1.64180655e-01
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 [ -9.92300407e-02  -6.07832198e-05   2.72514327e-01   2.84052039e-02
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   -8.76900243e-02  -3.08546275e-02]
 [ -3.23507749e-01  -1.04948590e-02   2.38115312e-02   8.44682829e-03
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   -5.61864668e-02   1.04378653e-01]
 [  1.65358642e-01  -1.98329679e-02  -2.23804442e-01  -3.78455123e-02
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    2.80250320e-02  -1.50786346e-01]
 [  2.31918638e-01  -2.23967703e-01   7.29676630e-02   8.97801767e-03
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 [ -9.81233238e-02  -9.22235002e-02   1.23714949e-01   1.16603485e-01
    2.66285777e-02  -1.17837424e-01   2.33801370e-01  -7.86760279e-02
    1.83700808e-01   6.76299114e-03]
 [ -7.38277555e-02  -2.45216600e-01   1.67354032e-01  -3.75060168e-01
   -3.88872414e-01   1.51556979e-01   1.59945293e-01  -1.29211163e-01
   -5.11898158e-02   1.41414118e-01]]
[[ 0.60989029]
 [ 1.82272497]
 [ 0.20661992]
 [ 0.89628779]
 [-2.89427701]
 [-0.3289479 ]
 [-1.88485102]
 [ 0.05142667]
 [ 0.67495538]
 [ 0.86823115]]
Progress: 60.9% ... Training loss: 0.260 ... Validation loss: 0.442[[  1.94481472e-01   3.78925626e-01  -9.17567808e-02   1.42788527e-01
   -3.68253275e-01  -8.18299153e-02  -1.32323464e-01   1.20615030e-01
   -1.88956164e-02   2.60848195e-01]
 [  9.84422017e-03   1.16798374e-01  -2.03925702e-02   4.47349199e-02
    7.67920244e-02  -5.84243689e-03   3.44867750e-01   4.04885766e-02
    1.41971704e-01  -2.93902818e-02]
 [  2.26728123e-01   7.47165043e-01   1.52310297e-02  -3.79102675e-02
    8.79919939e-01  -3.02682580e-02  -1.04755442e+00  -4.13810165e-02
    8.19612339e-02   3.22706522e-01]
 [  5.96484567e-02  -4.57131136e-01  -1.86127133e-01   2.50966772e-01
   -6.31205254e-02   1.23070179e-01   2.68474127e-01   6.56651117e-02
    1.46549856e-01   3.35041534e-01]
 [ -3.42763099e-02   6.03651600e-02  -1.46148185e-01   5.23012637e-02
   -1.54537225e-01  -1.82706482e-01   1.27946593e-01  -1.15008681e-01
   -1.85629566e-01  -5.13181545e-02]
 [ -4.06243963e-01  -6.81321487e-01  -3.06852726e-01   1.33378993e-01
   -3.19956455e-01   4.48171229e-02   3.98044575e-01  -4.21456723e-02
   -4.76858432e-02  -5.52811201e-02]
 [ -5.13850177e-03  -3.20393365e-01   9.11228866e-03   8.65844220e-02
   -9.11056025e-02  -7.21101244e-02   1.88037954e-01  -1.93026460e-01
    2.00181708e-01   5.08785849e-02]
 [  1.06091789e-01  -3.46089578e-01   2.81303471e-02  -7.97566913e-02
   -1.19977687e-01  -4.70083921e-02   8.81682276e-02   1.14590420e-01
    7.75701997e-02  -2.16170550e-02]
 [ -1.83284966e-01  -2.33635431e-01  -3.03722320e-01  -2.73562125e-02
   -1.25826727e-01   6.95155999e-02  -3.85699039e-02  -3.10849235e-02
    2.68439837e-01  -1.39400151e-01]
 [  2.04221759e-02  -4.90345898e-01   6.54590657e-02  -6.36593872e-02
   -4.15491221e-01  -1.01389277e-01   2.18593227e-01  -1.17341770e-01
   -1.93621641e-02   4.32949745e-02]
 [ -7.82906107e-02  -1.94277284e-01   7.30101043e-03  -1.21566238e-01
   -2.04896075e-01   5.35209440e-03   2.57822449e-01  -1.02535015e-01
    6.13014282e-03  -9.98633781e-02]
 [ -1.33542349e-01  -2.96786654e-01  -7.19442478e-02   1.96560873e-02
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   -1.70351357e-01  -2.11335398e-01]
 [ -1.60321534e-01   5.85394651e-04   6.04756714e-02   1.71864687e-02
   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
    8.25098993e-02   1.68620414e-01]
 [ -2.90000087e-01  -3.45377392e-01   9.26821804e-02   2.08395589e-01
   -1.91238124e-01  -6.18042960e-02   1.10497400e-01  -2.62240213e-01
   -2.85395677e-01  -1.04760833e-01]
 [  8.34657284e-02  -2.39924400e-01  -2.92547702e-02   9.13128637e-02
   -5.94158838e-02  -8.18449588e-02   2.91886787e-01   3.75181315e-04
    7.10966950e-03  -2.27408139e-02]
 [  2.83781969e-02  -1.47873656e-01  -2.13954988e-01   1.34408490e-01
   -7.05297016e-02   8.40735793e-02  -5.63451019e-03  -2.11111867e-02
   -9.65826192e-02  -1.25108050e-02]
 [ -1.17595164e-01  -1.00059697e-01  -2.00420262e-01   1.62943514e-01
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 [ -9.79104071e-02  -9.22749877e-02   1.23782263e-01   1.16918630e-01
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    1.83928878e-01   7.06614599e-03]
 [ -7.37922953e-02  -2.45904779e-01   1.67347293e-01  -3.75240169e-01
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   -5.11467313e-02   1.41324882e-01]]
[[ 0.62262037]
 [ 1.83497413]
 [ 0.21854184]
 [ 0.91014925]
 [-2.88320644]
 [-0.3172957 ]
 [-1.87055535]
 [ 0.06349325]
 [ 0.68631396]
 [ 0.88176375]]
Progress: 61.0% ... Training loss: 0.256 ... Validation loss: 0.430[[  1.93644297e-01   3.77606201e-01  -9.20354958e-02   1.41530097e-01
   -3.67532953e-01  -8.14547119e-02  -1.30347849e-01   1.20536318e-01
   -1.96832031e-02   2.59768519e-01]
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 [  2.26607139e-01   7.47727279e-01   1.50772759e-02  -3.84070033e-02
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    8.16130658e-02   3.22133805e-01]
 [  6.33675601e-02  -4.49433412e-01  -1.84713659e-01   2.56734082e-01
   -8.10277016e-02   1.21387933e-01   2.60233434e-01   6.60259898e-02
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 [ -3.88616187e-02   5.12019921e-02  -1.47739931e-01   4.55207774e-02
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   -4.87150126e-02  -5.65102786e-02]
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   -1.70072679e-01  -2.10789304e-01]
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   -1.88465369e-01   1.04695021e-01]
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   -9.27269855e-03  -7.85105701e-02]
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   -6.91031360e-02   1.77045945e-01   5.32782186e-02   1.18030379e-01
   -1.95676782e-02   1.74294424e-01]
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   -5.90606505e-02  -2.61909632e-02]
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 [  2.37210462e-01   3.26865827e-01   2.43273496e-01   1.40191437e-01
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 [  5.11853777e-02  -3.39908914e-01  -1.81533410e-01  -1.06794968e-01
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   -8.67050608e-02  -2.94782246e-02]
 [ -3.22584895e-01  -9.28559568e-03   2.41435928e-02   9.87679724e-03
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   -5.51670811e-02   1.05367250e-01]
 [  1.67012268e-01  -1.53221199e-02  -2.23189560e-01  -3.54115714e-02
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 [  2.31376932e-01  -2.26285138e-01   7.27712952e-02   8.16157924e-03
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    1.34981904e-01  -1.45414152e-01]
 [ -9.72109013e-02  -9.01196701e-02   1.24035887e-01   1.17959919e-01
    2.13709678e-02  -1.18310553e-01   2.31048475e-01  -7.85875053e-02
    1.84608860e-01   7.96633885e-03]
 [ -7.33964525e-02  -2.44780202e-01   1.67482330e-01  -3.74654094e-01
   -3.95260247e-01   1.51364677e-01   1.59212394e-01  -1.29180619e-01
   -5.06414488e-02   1.41868972e-01]]
[[ 0.62331602]
 [ 1.83229682]
 [ 0.22012713]
 [ 0.91109392]
 [-2.88048115]
 [-0.31459167]
 [-1.86885808]
 [ 0.06429126]
 [ 0.6878077 ]
 [ 0.88378118]]
Progress: 61.0% ... Training loss: 0.254 ... Validation loss: 0.433[[  1.93882764e-01   3.78708210e-01  -9.19975748e-02   1.41766328e-01
   -3.67287110e-01  -8.14364817e-02  -1.31016096e-01   1.20554908e-01
   -1.94547548e-02   2.60086762e-01]
 [  9.58950945e-03   1.16777727e-01  -2.04720393e-02   4.43017594e-02
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    1.41648166e-01  -2.97881656e-02]
 [  2.25265708e-01   7.42270304e-01   1.45680098e-02  -4.08748913e-02
    8.91514595e-01  -2.95446877e-02  -1.04565529e+00  -4.15458184e-02
    8.01827845e-02   3.20154669e-01]
 [  6.33869829e-02  -4.48652000e-01  -1.84707154e-01   2.57054201e-01
   -8.41485649e-02   1.21299848e-01   2.59802483e-01   6.60165978e-02
    1.50134924e-01   3.39727697e-01]
 [ -3.72782582e-02   5.66482707e-02  -1.47034829e-01   4.81843968e-02
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   -1.88554618e-01  -5.44212011e-02]
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   -4.93407908e-02  -5.73127142e-02]
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   -1.24940741e-01   7.00622016e-02  -3.47681900e-02  -3.12045727e-02
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   -1.70350148e-01  -2.11027604e-01]
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   -1.66392334e-01  -2.18084928e-01  -1.72177846e-01  -1.97474256e-01
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   -9.64639607e-02  -1.22796640e-02]
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 [  6.83814634e-02  -1.26909506e-02   8.88402466e-02   9.09397994e-02
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   -2.06889091e-02  -5.08756450e-02]
 [  9.56692649e-03  -1.55647745e-01  -2.94273258e-01  -5.58790441e-02
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 [  5.89131111e-02  -5.24833100e-02  -1.11485663e-01   6.57902241e-02
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   -1.44257038e-01  -4.19020658e-02]
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   -1.78404764e-01  -3.78098012e-01]
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 [  1.06582581e-02  -5.52737052e-01  -4.46530249e-02  -1.07715446e-01
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   -3.65758732e-01  -2.21365702e-01]
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 [  3.64415258e-01   3.78106747e-01  -7.65509743e-02   3.16440802e-01
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 [  5.31974080e-02   1.13082208e-01   2.56195737e-01   2.51628654e-01
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    2.05833158e-02  -1.18448359e-01   2.30462321e-01  -7.85569193e-02
    1.84929618e-01   8.42802517e-03]
 [ -7.40528928e-02  -2.46399401e-01   1.67223799e-01  -3.75776776e-01
   -3.93702290e-01   1.51733304e-01   1.60686243e-01  -1.29259843e-01
   -5.13610661e-02   1.40898138e-01]]
[[ 0.61169779]
 [ 1.82372771]
 [ 0.20927574]
 [ 0.89945699]
 [-2.88715235]
 [-0.32345538]
 [-1.87740682]
 [ 0.05635297]
 [ 0.67469192]
 [ 0.87252168]]
Progress: 61.0% ... Training loss: 0.257 ... Validation loss: 0.442[[  1.95121020e-01   3.80652063e-01  -9.15706760e-02   1.43434924e-01
   -3.73651277e-01  -8.20802106e-02  -1.32327520e-01   1.20666452e-01
   -1.79447099e-02   2.61634009e-01]
 [  9.58950945e-03   1.16777727e-01  -2.04720393e-02   4.43017594e-02
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    1.41648166e-01  -2.97881656e-02]
 [  2.29657081e-01   7.53040444e-01   1.61043693e-02  -3.44351671e-02
    8.72878361e-01  -3.18759637e-02  -1.05505805e+00  -4.11364345e-02
    8.52855615e-02   3.26112977e-01]
 [  6.25645587e-02  -4.50745206e-01  -1.85055704e-01   2.55717147e-01
   -7.94270732e-02   1.21805980e-01   2.60486399e-01   6.59344820e-02
    1.48891463e-01   3.38711563e-01]
 [ -3.87619426e-02   5.37160918e-02  -1.47523670e-01   4.59508419e-02
   -1.42051308e-01  -1.80683818e-01   1.37052630e-01  -1.15402759e-01
   -1.90124599e-01  -5.66732283e-02]
 [ -4.07623344e-01  -6.84800689e-01  -3.07285056e-01   1.31613678e-01
   -3.19653539e-01   4.54337340e-02   4.01453781e-01  -4.22871441e-02
   -4.91229487e-02  -5.70911371e-02]
 [ -5.22702152e-03  -3.22497268e-01   9.05757510e-03   8.61201724e-02
   -8.98907546e-02  -7.19781735e-02   1.88819989e-01  -1.93034947e-01
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   -1.30034758e-01  -4.81387509e-02   8.29109388e-02   1.14787676e-01
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   -1.30573629e-01   6.92784603e-02  -3.80885986e-02  -3.10690987e-02
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 [  2.01699463e-02  -4.93358577e-01   6.53182583e-02  -6.44915107e-02
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   -1.92836268e-02   4.22668893e-02]
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   -1.70339506e-01  -2.11000965e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
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 [ -2.90857389e-01  -3.46781958e-01   9.23784110e-02   2.07137473e-01
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   -2.86405917e-01  -1.06140778e-01]
 [  8.33830228e-02  -2.40870005e-01  -2.92799373e-02   9.13178901e-02
   -5.98375164e-02  -8.18567592e-02   2.92561876e-01   3.67401540e-04
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 [  2.88542933e-02  -1.45973316e-01  -2.13726563e-01   1.35169026e-01
   -7.36496339e-02   8.37912095e-02  -7.64468564e-03  -2.10536124e-02
   -9.58582848e-02  -1.15425822e-02]
 [ -1.18488334e-01  -1.03304235e-01  -2.00729631e-01   1.61455708e-01
   -1.37823821e-02   1.32827990e-01   4.82718889e-03  -2.51030838e-01
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 [ -5.39169261e-02  -7.35046374e-02   2.80833774e-01   1.20289644e-01
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 [  6.96071540e-02  -9.89442674e-03   8.92665797e-02   9.27585919e-02
   -3.75594604e-02  -1.91937013e-02   1.62493373e-01   1.19870844e-01
   -1.92873230e-02  -4.92058746e-02]
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 [  5.95179689e-02  -5.16491116e-02  -1.11264628e-01   6.67132424e-02
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   -1.43557474e-01  -4.11434089e-02]
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   -1.78093343e-01  -3.77694861e-01]
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 [  1.07190087e-02  -5.52614779e-01  -4.46318314e-02  -1.07621147e-01
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   -3.65688688e-01  -2.21273885e-01]
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   -7.21700426e-02   8.50658557e-02]
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   -9.25049596e-02  -1.38626351e-01]
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   -2.60374213e-01  -2.81910147e-02]
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   -8.86394138e-02   6.08235127e-02  -1.43012770e-01   2.79337122e-01
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 [  3.63820673e-01   3.76518367e-01  -7.67592813e-02   3.15515861e-01
   -8.85795855e-01  -2.89694257e-01  -5.14735833e-01   1.77754733e-01
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 [  5.33836081e-02   1.13461298e-01   2.56259468e-01   2.51888184e-01
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   -1.32613101e-01  -2.83386848e-01]
 [  1.78212998e-02  -1.05458565e-01  -1.22738821e-01  -6.49854015e-02
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 [  9.72802682e-03  -3.52748966e-02  -6.55325697e-02  -4.30833942e-02
   -3.77624085e-02  -1.83807709e-01   4.67996578e-02   1.03190406e-02
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 [  3.04469728e-02   1.05021019e-01   2.43632696e-01   7.28235175e-02
   -2.06921544e-01  -1.37958405e-01   7.36917220e-02   3.90307924e-02
   -1.87587767e-01   1.06022412e-01]
 [  8.26893152e-02   8.08603573e-02   1.09713203e-01   1.58024395e-02
   -2.45491494e-01   6.25749305e-02   8.90119120e-04  -2.70947884e-01
   -9.78420653e-03  -7.91795464e-02]
 [ -5.43382912e-03   1.32465820e-01   8.56043965e-02  -3.09977651e-02
   -7.04220101e-02   1.76858022e-01   5.34695227e-02   1.18064223e-01
   -1.91832710e-02   1.74603430e-01]
 [  2.21374551e-01   9.17124133e-02   2.72748631e-02   7.25246465e-02
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   -6.00445829e-02  -2.73769118e-02]
 [  5.12262089e-02   5.87460469e-02   1.95282604e-02   4.97897322e-02
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 [  2.37172986e-01   3.26580168e-01   2.43263025e-01   1.40134600e-01
   -5.76399772e-01   8.42644690e-02  -2.15168063e-01   1.61099954e-01
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   -2.84229051e-01  -1.03724932e-01]
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   -2.12487342e-01   2.68044483e-02]
 [  6.83310035e-03  -4.46275723e-01  -1.29256414e-01  -1.66270454e-01
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   -1.68930028e-01  -2.26330329e-01]
 [  5.14840868e-02  -3.39948349e-01  -1.81490184e-01  -1.06400725e-01
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 [ -9.87396415e-02  -1.02331548e-03   2.72763307e-01   2.92347189e-02
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   -8.69492337e-02  -2.98841651e-02]
 [ -3.21560531e-01  -7.93340965e-03   2.44810278e-02   1.13554441e-02
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   -5.40408088e-02   1.06671398e-01]
 [  1.65376170e-01  -1.90006701e-02  -2.23762339e-01  -3.79061056e-02
    7.30870481e-02  -3.12332405e-01   6.64420786e-02  -1.64061078e-01
    2.81164706e-02  -1.50747019e-01]
 [  2.32376777e-01  -2.24340796e-01   7.31175322e-02   9.60642380e-03
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    1.36038105e-01  -1.44133223e-01]
 [ -9.65096969e-02  -8.88680048e-02   1.24291907e-01   1.19069545e-01
    1.84263880e-02  -1.18684406e-01   2.29595869e-01  -7.85140562e-02
    1.85436095e-01   9.03274757e-03]
 [ -7.35549994e-02  -2.44543556e-01   1.67413193e-01  -3.75124543e-01
   -3.96075178e-01   1.51459440e-01   1.59403865e-01  -1.29215118e-01
   -5.07604064e-02   1.41595048e-01]]
[[ 0.62686959]
 [ 1.83827098]
 [ 0.22350576]
 [ 0.9118549 ]
 [-2.87407074]
 [-0.31066831]
 [-1.86820534]
 [ 0.06968129]
 [ 0.68994231]
 [ 0.88890909]]
Progress: 61.1% ... Training loss: 0.256 ... Validation loss: 0.430[[  1.92835116e-01   3.75656769e-01  -9.23435341e-02   1.40123769e-01
   -3.64650182e-01  -8.10679221e-02  -1.27764486e-01   1.20414371e-01
   -2.04825611e-02   2.58735771e-01]
 [  9.46450675e-03   1.16473620e-01  -2.05232381e-02   4.40984925e-02
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    1.41501417e-01  -2.99807125e-02]
 [  2.25104284e-01   7.41384562e-01   1.44615241e-02  -4.10720869e-02
    8.92896257e-01  -2.96471301e-02  -1.04482993e+00  -4.16625543e-02
    8.02708696e-02   3.19854842e-01]
 [  6.03329440e-02  -4.57225337e-01  -1.85731781e-01   2.52881484e-01
   -6.92212931e-02   1.22881960e-01   2.68807073e-01   6.57149951e-02
    1.46868619e-01   3.36279116e-01]
 [ -3.96612006e-02   5.19581654e-02  -1.47823332e-01   4.43835646e-02
   -1.41144510e-01  -1.80350659e-01   1.37361237e-01  -1.15531042e-01
   -1.91341560e-01  -5.80772689e-02]
 [ -4.07730320e-01  -6.85124155e-01  -3.07294582e-01   1.31490152e-01
   -3.20096387e-01   4.54409081e-02   4.01873394e-01  -4.22973442e-02
   -4.92191113e-02  -5.72328781e-02]
 [ -6.15267236e-03  -3.24698434e-01   8.69719337e-03   8.46879660e-02
   -8.58758470e-02  -7.15441972e-02   1.90880461e-01  -1.93144395e-01
    1.99372681e-01   4.94472952e-02]
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   -1.22163502e-01  -4.71172859e-02   8.74089685e-02   1.14550844e-01
    7.75739154e-02  -2.18404245e-02]
 [ -1.84615787e-01  -2.38590499e-01  -3.04087529e-01  -2.90836009e-02
   -1.24028844e-01   7.00019004e-02  -3.34329390e-02  -3.12412282e-02
    2.67197820e-01  -1.40877343e-01]
 [  1.74788393e-02  -5.00119131e-01   6.43722017e-02  -6.84087783e-02
   -4.07835593e-01  -1.00024598e-01   2.26167601e-01  -1.17709404e-01
   -2.22831870e-02   3.85050532e-02]
 [ -7.74630908e-02  -1.93762265e-01   7.70698816e-03  -1.20009406e-01
   -2.11102132e-01   4.77068226e-03   2.56590074e-01  -1.02450144e-01
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   -1.71886451e-01  -2.12856141e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.91018741e-01  -3.47012058e-01   9.23134497e-02   2.06859520e-01
   -1.89979805e-01  -6.12573302e-02   1.12291149e-01  -2.62349008e-01
   -2.86611907e-01  -1.06347046e-01]
 [  8.35459363e-02  -2.41105614e-01  -2.92064875e-02   9.15946832e-02
   -6.05982976e-02  -8.19734126e-02   2.92745731e-01   3.88248157e-04
    7.27120057e-03  -2.25369112e-02]
 [  2.87061268e-02  -1.45827844e-01  -2.13775165e-01   1.34947598e-01
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   -9.60105590e-02  -1.17688969e-02]
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 [ -9.62775735e-02  -8.80240991e-02   1.24386805e-01   1.19398087e-01
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 [ -7.43990946e-02  -2.47218377e-01   1.67096933e-01  -3.76347748e-01
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   -5.16244736e-02   1.40740221e-01]]
[[ 0.60890101]
 [ 1.82357557]
 [ 0.21017506]
 [ 0.89531802]
 [-2.88816051]
 [-0.32313043]
 [-1.87979583]
 [ 0.05455216]
 [ 0.67228712]
 [ 0.86942352]]
Progress: 61.1% ... Training loss: 0.258 ... Validation loss: 0.444[[  1.94572976e-01   3.80826335e-01  -9.16753479e-02   1.42645043e-01
   -3.71310985e-01  -8.19793749e-02  -1.33800198e-01   1.20571485e-01
   -1.88180881e-02   2.61209846e-01]
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 [  2.25675781e-01   7.42739561e-01   1.46186880e-02  -4.01094791e-02
    8.90148737e-01  -2.98295406e-02  -1.04641506e+00  -4.16255245e-02
    8.11370750e-02   3.20977723e-01]
 [  6.15776253e-02  -4.56131305e-01  -1.85235144e-01   2.54601823e-01
   -7.18368885e-02   1.22129626e-01   2.64428377e-01   6.58440055e-02
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 [ -4.27633632e-02   4.60407670e-02  -1.48726187e-01   4.07175268e-02
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   -1.94360126e-01  -6.25249579e-02]
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   -4.86763947e-02  -5.65574596e-02]
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   -1.71931760e-01  -2.12872685e-01]
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 [  5.37798290e-02   1.13863845e-01   2.56432349e-01   2.52519149e-01
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   -1.88464443e-01   1.05113473e-01]
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   -2.47191460e-01   6.22639544e-02  -7.29637759e-04  -2.70905778e-01
   -9.16232868e-03  -7.84096118e-02]
 [ -6.00599585e-03   1.30767911e-01   8.53833960e-02  -3.19220921e-02
   -6.79226927e-02   1.77171897e-01   5.46952622e-02   1.17997590e-01
   -1.98555656e-02   1.73762874e-01]
 [  2.21711783e-01   9.31212290e-02   2.73947508e-02   7.30364276e-02
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   -5.96710184e-02  -2.69022904e-02]
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 [  2.36810964e-01   3.26155419e-01   2.43166370e-01   1.39747904e-01
   -5.76459675e-01   8.44583132e-02  -2.14863762e-01   1.61067446e-01
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 [  5.07261427e-02  -3.40532632e-01  -1.81725186e-01  -1.07161325e-01
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 [ -9.76091152e-02  -3.13156472e-04   2.73180856e-01   3.10642201e-02
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   -8.55878519e-02  -2.81384851e-02]
 [ -3.22356439e-01  -1.01073127e-02   2.41872235e-02   1.01835382e-02
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   -5.49079998e-02   1.05668979e-01]
 [  1.64406867e-01  -2.17340631e-02  -2.24111062e-01  -3.94618747e-02
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 [  2.32404558e-01  -2.24302433e-01   7.31813812e-02   9.87156356e-03
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    1.36100424e-01  -1.44227735e-01]
 [ -9.57023390e-02  -8.71081545e-02   1.24592073e-01   1.19944940e-01
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    1.86091279e-01   1.01583482e-02]
 [ -7.40530916e-02  -2.46271123e-01   1.67209346e-01  -3.75842498e-01
   -3.95622986e-01   1.51736074e-01   1.60448236e-01  -1.29308893e-01
   -5.12441438e-02   1.41228688e-01]]
[[ 0.62349445]
 [ 1.83055778]
 [ 0.22328417]
 [ 0.91037493]
 [-2.87933196]
 [-0.31178893]
 [-1.86520083]
 [ 0.06601698]
 [ 0.68734243]
 [ 0.88319834]]
Progress: 61.2% ... Training loss: 0.253 ... Validation loss: 0.434[[  1.91919802e-01   3.73682673e-01  -9.26618325e-02   1.38452754e-01
   -3.57147329e-01  -8.06309771e-02  -1.26870466e-01   1.20266381e-01
   -2.19607141e-02   2.57286445e-01]
 [  8.97022312e-03   1.14984053e-01  -2.06985741e-02   4.34848707e-02
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    1.41074503e-01  -3.06201451e-02]
 [  2.21139629e-01   7.31975479e-01   1.28307422e-02  -4.74156306e-02
    9.10169477e-01  -2.74918510e-02  -1.03777899e+00  -4.21702051e-02
    7.56029051e-02   3.13934682e-01]
 [  6.49765788e-02  -4.48034532e-01  -1.83904064e-01   2.60287667e-01
   -9.02212728e-02   1.20461441e-01   2.57177802e-01   6.62256311e-02
    1.51722175e-01   3.43173680e-01]
 [ -4.68760130e-02   3.90488945e-02  -1.50222276e-01   3.47832763e-02
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   -1.98665408e-01  -6.81801344e-02]
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   -4.96663027e-02  -5.79009780e-02]
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   -9.31027367e-02  -7.21887171e-02   1.86691655e-01  -1.93064611e-01
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   -1.15107802e-01  -4.64256041e-02   8.91719877e-02   1.14369808e-01
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   -1.26818206e-01   6.94600443e-02  -3.49376282e-02  -3.11391353e-02
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   -2.12022250e-02   4.04385986e-02]
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   -1.72327440e-01  -2.13349085e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.91006800e-01  -3.46748569e-01   9.23401226e-02   2.06940825e-01
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   -2.86580792e-01  -1.06347730e-01]
 [  8.35702211e-02  -2.41322401e-01  -2.91946016e-02   9.15912569e-02
   -5.98038056e-02  -8.19737328e-02   2.92856430e-01   3.91816762e-04
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 [  2.83923305e-02  -1.47166661e-01  -2.13911399e-01   1.34442597e-01
   -7.13265840e-02   8.39871934e-02  -7.19498900e-03  -2.11131140e-02
   -9.63078492e-02  -1.19888785e-02]
 [ -1.18102653e-01  -1.02542224e-01  -2.00540835e-01   1.62065716e-01
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 [  6.82691348e-02  -1.40261946e-02   8.87368100e-02   9.06194542e-02
   -3.12208242e-02  -1.85213174e-02   1.66213346e-01   1.19691827e-01
   -2.09249217e-02  -5.11702131e-02]
 [  7.36768885e-03  -1.61739183e-01  -2.95145490e-01  -5.91485618e-02
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 [  6.02322662e-02  -4.96241394e-02  -1.10984148e-01   6.79556865e-02
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   -1.77770845e-01  -3.77282355e-01]
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 [  1.11489920e-02  -5.52615844e-01  -4.45011999e-02  -1.07011862e-01
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   -3.65253520e-01  -2.20699002e-01]
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   -7.14735736e-02   8.59456120e-02]
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   -9.23882667e-02  -1.38445478e-01]
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 [  3.66012613e-01   3.81441883e-01  -7.59962231e-02   3.18386520e-01
   -8.89547116e-01  -2.90894191e-01  -5.21582123e-01   1.77968333e-01
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 [  5.40059645e-02   1.13558507e-01   2.56524429e-01   2.52810471e-01
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 [  9.14357170e-03  -3.71834333e-02  -6.57653983e-02  -4.41001088e-02
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 [  2.93643847e-02   1.02283491e-01   2.43255081e-01   7.11970917e-02
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   -1.88807070e-01   1.04673769e-01]
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   -8.71803674e-03  -7.78224252e-02]
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   -1.99017902e-02   1.73749088e-01]
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   -6.01583198e-02  -2.75353181e-02]
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 [  7.10321798e-02   5.06196274e-01   1.32184871e-01   4.61274478e-01
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   -2.13481010e-01   2.55451789e-02]
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   -1.69472726e-01  -2.27055898e-01]
 [  5.03312570e-02  -3.41692702e-01  -1.81881043e-01  -1.07822827e-01
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    2.63890236e-02  -1.52897080e-01]
 [  2.31248940e-01  -2.28252541e-01   7.27190410e-02   7.97534347e-03
    8.54843236e-02  -4.92956807e-02   4.30034892e-02  -1.34652843e-01
    1.34715974e-01  -1.46052045e-01]
 [ -9.60493461e-02  -8.73954994e-02   1.24495426e-01   1.19653232e-01
    1.76139145e-02  -1.18993475e-01   2.27817014e-01  -7.84607117e-02
    1.85701380e-01   9.68030832e-03]
 [ -7.56163124e-02  -2.50526854e-01   1.66623615e-01  -3.78218396e-01
   -3.88765729e-01   1.52541814e-01   1.64099302e-01  -1.29485006e-01
   -5.29787179e-02   1.39140677e-01]]
[[ 0.60927379]
 [ 1.81652309]
 [ 0.2126888 ]
 [ 0.90149421]
 [-2.89061684]
 [-0.31947371]
 [-1.8720289 ]
 [ 0.05566303]
 [ 0.67709951]
 [ 0.87068041]]
Progress: 61.2% ... Training loss: 0.256 ... Validation loss: 0.448[[  1.93696142e-01   3.78763450e-01  -9.20525032e-02   1.41014546e-01
   -3.61555146e-01  -8.15269906e-02  -1.31535763e-01   1.20430230e-01
   -2.00695768e-02   2.60023632e-01]
 [  8.50254707e-03   1.13912182e-01  -2.08414810e-02   4.27777154e-02
    8.16812367e-02  -5.23502233e-03   3.46879904e-01   4.03589553e-02
    1.40543044e-01  -3.12316143e-02]
 [  2.19633308e-01   7.28369425e-01   1.22723623e-02  -4.98930699e-02
    9.12357634e-01  -2.66777196e-02  -1.03628794e+00  -4.23175640e-02
    7.37102654e-02   3.11951136e-01]
 [  6.52675123e-02  -4.47545358e-01  -1.83776372e-01   2.60874307e-01
   -9.30607802e-02   1.20284879e-01   2.56888525e-01   6.62533788e-02
    1.52134704e-01   3.43501813e-01]
 [ -4.65561794e-02   4.01086892e-02  -1.50119129e-01   3.51017957e-02
   -1.17724327e-01  -1.76679933e-01   1.52443131e-01  -1.16227608e-01
   -1.98533237e-01  -6.80102357e-02]
 [ -4.07321794e-01  -6.84729442e-01  -3.07156310e-01   1.31999030e-01
   -3.20081665e-01   4.51995580e-02   4.01152743e-01  -4.22721109e-02
   -4.87994123e-02  -5.68232807e-02]
 [ -4.18076050e-03  -3.18589203e-01   9.39547472e-03   8.74117309e-02
   -9.59747113e-02  -7.25264427e-02   1.82840693e-01  -1.93007723e-01
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 [  1.04184803e-01  -3.53266746e-01   2.73660039e-02  -8.25929568e-02
   -1.14062425e-01  -4.61395781e-02   9.09469970e-02   1.14320815e-01
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 [ -1.82240723e-01  -2.34903635e-01  -3.03281535e-01  -2.57235063e-02
   -1.31573597e-01   6.87573237e-02  -3.84125514e-02  -3.10052159e-02
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 [  2.00042452e-02  -4.96828820e-01   6.50661103e-02  -6.56473493e-02
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   -2.03678985e-02   4.18539679e-02]
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   -1.71260337e-01  -2.12025044e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.91035360e-01  -3.46415315e-01   9.23364102e-02   2.06859022e-01
   -1.89945976e-01  -6.12569114e-02   1.12046747e-01  -2.62348014e-01
   -2.86627206e-01  -1.06409905e-01]
 [  8.41921413e-02  -2.40065696e-01  -2.89555899e-02   9.25816604e-02
   -6.16162568e-02  -8.23129800e-02   2.91778708e-01   4.52474591e-04
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 [  2.86164184e-02  -1.46690275e-01  -2.13847164e-01   1.34713645e-01
   -7.16006207e-02   8.38926319e-02  -7.74494154e-03  -2.10960283e-02
   -9.61008024e-02  -1.17762651e-02]
 [ -1.18172042e-01  -1.02399628e-01  -2.00563636e-01   1.61904347e-01
   -1.53573086e-02   1.32630272e-01   2.65915172e-03  -2.51011219e-01
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 [ -5.16630642e-02  -6.67077767e-02   2.81561833e-01   1.23474617e-01
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 [  6.78937728e-02  -1.47109156e-02   8.86053525e-02   8.99500669e-02
   -3.00599580e-02  -1.83105756e-02   1.66482998e-01   1.19654199e-01
   -2.14091759e-02  -5.17511144e-02]
 [  7.20451246e-03  -1.62205259e-01  -2.95215256e-01  -5.94328790e-02
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 [  6.03341318e-02  -5.00366087e-02  -1.10945323e-01   6.81144343e-02
   -2.19528746e-01   3.13792861e-01   2.72982621e-01   2.04994024e-01
   -1.42588736e-01  -4.00053714e-02]
 [  1.41587771e-02   1.24770543e-03   1.27001849e-01   1.27971845e-01
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   -8.85187382e-02  -2.03430504e-01  -1.59637714e-02  -2.10396861e-02
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   -3.43099989e-01   2.98866195e-03   7.92897949e-02  -2.64278609e-02
   -1.74893051e-02   3.00125310e-02]
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   -1.77683595e-01  -3.77146540e-01]
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    2.60132284e-02  -3.94804916e-01]
 [  1.13057230e-02  -5.52375910e-01  -4.44448958e-02  -1.06776796e-01
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   -3.65079201e-01  -2.20472483e-01]
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   -7.17073429e-02   8.56981232e-02]
 [ -3.05345670e-01  -5.10352619e-01   5.34743294e-02  -5.22909058e-02
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   -9.22991134e-02  -1.38326082e-01]
 [ -2.12901886e-01  -3.73667969e-01   2.49923203e-01  -2.46214935e-01
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   -2.60789995e-01  -2.86727690e-02]
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   -2.35103978e-02  -1.34162599e-01]
 [  8.61340761e-02   2.47636456e-01   1.54385271e-01  -1.26031457e-01
   -8.33559772e-02   6.15937336e-02  -1.39566576e-01   2.79200518e-01
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 [  3.66654928e-01   3.83235286e-01  -7.57708487e-02   3.19260391e-01
   -8.89974824e-01  -2.91178789e-01  -5.22887226e-01   1.78027607e-01
    4.06202266e-01  -2.66624165e-04]
 [  5.41479701e-02   1.14011253e-01   2.56577968e-01   2.53030426e-01
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   -1.31742813e-01  -2.82363336e-01]
 [  1.84536285e-02  -1.03906224e-01  -1.22524318e-01  -6.40851490e-02
    2.24273806e-01   4.09330774e-02  -4.18556274e-03  -1.86214595e-01
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 [  1.00648086e-02  -3.46169357e-02  -6.54339977e-02  -4.28100976e-02
   -3.91362647e-02  -1.84003758e-01   4.55142480e-02   1.03260031e-02
    4.23049059e-02   1.09240739e-02]
 [  2.91474235e-02   1.01723973e-01   2.43179700e-01   7.09056662e-02
   -2.00614545e-01  -1.37355007e-01   7.66542765e-02   3.88879295e-02
   -1.89021258e-01   1.04392305e-01]
 [  8.45322358e-02   8.56212643e-02   1.10340993e-01   1.85018945e-02
   -2.52273260e-01   6.15925597e-02  -3.81945045e-03  -2.70789275e-01
   -7.75977307e-03  -7.65778655e-02]
 [ -7.10982233e-03   1.28158728e-01   8.49874363e-02  -3.37817193e-02
   -6.32247878e-02   1.77770613e-01   5.67762217e-02   1.17891153e-01
   -2.11987420e-02   1.72153103e-01]
 [  2.22376346e-01   9.50203203e-02   2.76130792e-02   7.39988184e-02
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   -5.89640025e-02  -2.61272513e-02]
 [  4.92802744e-02   5.43120869e-02   1.88495238e-02   4.69627693e-02
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 [  7.17133151e-02   5.07826339e-01   1.32422403e-01   4.62330317e-01
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 [  2.36545738e-01   3.25760055e-01   2.43063312e-01   1.39366764e-01
   -5.76092962e-01   8.45648573e-02  -2.14377261e-01   1.61032470e-01
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 [ -7.89290876e-02   2.43824029e-01   2.38925644e-01   8.75230875e-03
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   -3.84161243e-02   4.35067480e-02]
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   -2.84112654e-01  -1.03604318e-01]
 [ -2.28151692e-01  -6.07156731e-02  -9.64005259e-02  -3.52936430e-01
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   -2.13481010e-01   2.55451789e-02]
 [  6.19909172e-03  -4.47586917e-01  -1.29479959e-01  -1.67199125e-01
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   -1.69587739e-01  -2.27198289e-01]
 [  4.99174867e-02  -3.42538570e-01  -1.82028171e-01  -1.08513565e-01
   -2.19247010e-01  -1.52505475e-02   2.29369987e-01  -1.64425982e-01
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 [ -9.61954650e-02   2.22847312e-03   2.73701735e-01   3.31639282e-02
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   -8.40090071e-02  -2.61879033e-02]
 [ -3.21850971e-01  -8.67823568e-03   2.43881267e-02   1.09481709e-02
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   -5.43433177e-02   1.06388503e-01]
 [  1.64335383e-01  -2.19511226e-02  -2.24171122e-01  -3.96464865e-02
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    2.68306710e-02  -1.52158957e-01]
 [  2.31390464e-01  -2.28009454e-01   7.27404724e-02   8.05026078e-03
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 [ -9.56295655e-02  -8.63370713e-02   1.24639171e-01   1.20216274e-01
    1.72127976e-02  -1.19183384e-01   2.26641124e-01  -7.84245594e-02
    1.86123489e-01   1.02797021e-02]
 [ -7.49411993e-02  -2.48754455e-01   1.66854688e-01  -3.77296233e-01
   -3.92054157e-01   1.52194557e-01   1.62523011e-01  -1.29427212e-01
   -5.22816282e-02   1.40176314e-01]]
[[ 0.61643528]
 [ 1.82070283]
 [ 0.21966877]
 [ 0.91138901]
 [-2.88846459]
 [-0.31318406]
 [-1.8618038 ]
 [ 0.06230846]
 [ 0.68574522]
 [ 0.87774646]]
Progress: 61.3% ... Training loss: 0.253 ... Validation loss: 0.442[[  1.93632323e-01   3.80487173e-01  -9.19206981e-02   1.41446086e-01
   -3.60986906e-01  -8.16165475e-02  -1.32890425e-01   1.20441869e-01
   -1.97693179e-02   2.60591301e-01]
 [  9.25449062e-03   1.15890787e-01  -2.05910804e-02   4.38290473e-02
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    1.41334252e-01  -3.01884745e-02]
 [  2.22496773e-01   7.32233375e-01   1.34736190e-02  -4.50637607e-02
    9.06840896e-01  -2.84091893e-02  -1.04143866e+00  -4.19693723e-02
    7.75472406e-02   3.17041952e-01]
 [  6.13676977e-02  -4.54833601e-01  -1.85127579e-01   2.55498848e-01
   -8.60192316e-02   1.22302312e-01   2.65241680e-01   6.58538529e-02
    1.47894247e-01   3.38016612e-01]
 [ -4.39404316e-02   4.54290027e-02  -1.49114209e-01   3.92903521e-02
   -1.24974942e-01  -1.78101629e-01   1.46525582e-01  -1.15938016e-01
   -1.95386183e-01  -6.41269508e-02]
 [ -4.07919260e-01  -6.83811079e-01  -3.07383730e-01   1.31118878e-01
   -3.19944987e-01   4.55746892e-02   4.00622340e-01  -4.23460737e-02
   -4.96035467e-02  -5.77588768e-02]
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   -1.01548077e-01  -7.31776199e-02   1.78881395e-01  -1.92881518e-01
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 [  1.03599422e-01  -3.54534321e-01   2.72788236e-02  -8.29184979e-02
   -1.13188663e-01  -4.59813112e-02   9.20326325e-02   1.14289302e-01
    7.49366096e-02  -2.46969882e-02]
 [ -1.82186688e-01  -2.35119378e-01  -3.03271835e-01  -2.57071117e-02
   -1.31205422e-01   6.87329736e-02  -3.77408476e-02  -3.10005034e-02
    2.69931010e-01  -1.37382862e-01]
 [  2.07227751e-02  -4.92507067e-01   6.53925234e-02  -6.45267401e-02
   -4.16540149e-01  -1.01680952e-01   2.14833174e-01  -1.17475962e-01
   -1.93851559e-02   4.30727436e-02]
 [ -7.72683171e-02  -1.93856862e-01   7.83557394e-03  -1.19467802e-01
   -2.11328131e-01   4.63482256e-03   2.55433120e-01  -1.02444405e-01
    7.69248962e-03  -9.79710298e-02]
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   -1.72241790e-01  -2.13255478e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.91496616e-01  -3.46358320e-01   9.21400856e-02   2.06099899e-01
   -1.89811347e-01  -6.09597101e-02   1.12202117e-01  -2.62408334e-01
   -2.87303245e-01  -1.07157169e-01]
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[[ 0.619116  ]
 [ 1.82654841]
 [ 0.22069978]
 [ 0.91132661]
 [-2.88477972]
 [-0.31481493]
 [-1.86462029]
 [ 0.06182896]
 [ 0.6855998 ]
 [ 0.87822086]]
Progress: 61.4% ... Training loss: 0.252 ... Validation loss: 0.437[[  1.91251807e-01   3.73500685e-01  -9.27935560e-02   1.37852371e-01
   -3.50081687e-01  -8.03139906e-02  -1.25556484e-01   1.20198847e-01
   -2.25945492e-02   2.57717771e-01]
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 [  2.20714477e-01   7.27795031e-01   1.28573602e-02  -4.73762454e-02
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   -7.93389126e-02   1.23362855e-01   2.72389620e-01   6.56777979e-02
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 [ -4.66319681e-02   4.05874609e-02  -1.50040785e-01   3.62897628e-02
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   -5.02669845e-02  -5.84957356e-02]
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   -1.74722842e-01  -2.15989744e-01]
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 [  5.39899242e-02   1.13784354e-01   2.56501369e-01   2.52716501e-01
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   -1.89204700e-01   1.04168004e-01]
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   -2.48486061e-01   6.20305559e-02  -1.50371130e-03  -2.70874205e-01
   -8.77146645e-03  -7.78348094e-02]
 [ -6.40214731e-03   1.30063244e-01   8.52406532e-02  -3.28126572e-02
   -6.55324785e-02   1.77411235e-01   5.48310222e-02   1.17955466e-01
   -2.04370157e-02   1.73101163e-01]
 [  2.21989778e-01   9.42296944e-02   2.74785391e-02   7.34661363e-02
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   -5.93784020e-02  -2.66874472e-02]
 [  4.98454703e-02   5.60211703e-02   1.90621303e-02   4.78415769e-02
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 [  6.24563372e-03  -4.47443784e-01  -1.29461023e-01  -1.67104892e-01
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 [  4.93277168e-02  -3.43252973e-01  -1.82237825e-01  -1.09298962e-01
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 [ -9.58377296e-02   2.24230885e-03   2.73792416e-01   3.35060900e-02
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   -8.35992437e-02  -2.56438807e-02]
 [ -3.21960776e-01  -8.95739432e-03   2.43519495e-02   1.07344843e-02
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 [  1.64329741e-01  -2.11875248e-02  -2.24008972e-01  -3.91319168e-02
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 [  2.31397477e-01  -2.27363212e-01   7.27671568e-02   8.17269509e-03
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    1.34836331e-01  -1.45884601e-01]
 [ -9.61221821e-02  -8.79587332e-02   1.24451980e-01   1.19566020e-01
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    1.85427874e-01   9.69252304e-03]
 [ -7.71464933e-02  -2.53281979e-01   1.66023786e-01  -3.80643193e-01
   -3.86618434e-01   1.53439223e-01   1.67415397e-01  -1.29669228e-01
   -5.48320962e-02   1.37643603e-01]]
[[ 0.60780476]
 [ 1.81731732]
 [ 0.2101335 ]
 [ 0.89864034]
 [-2.89228821]
 [-0.32390673]
 [-1.8755106 ]
 [ 0.05193891]
 [ 0.67440529]
 [ 0.86502836]]
Progress: 61.4% ... Training loss: 0.257 ... Validation loss: 0.446[[  1.93073653e-01   3.78334886e-01  -9.21280234e-02   1.40547461e-01
   -3.54917054e-01  -8.14480739e-02  -1.30828551e-01   1.20373388e-01
   -2.08259983e-02   2.60292441e-01]
 [  8.65306314e-03   1.13428703e-01  -2.08124543e-02   4.30079191e-02
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    1.40906086e-01  -3.08141156e-02]
 [  2.19473025e-01   7.24844507e-01   1.23408564e-02  -4.93898190e-02
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    7.39934511e-02   3.12710330e-01]
 [  6.08202587e-02  -4.57504684e-01  -1.85251709e-01   2.54917690e-01
   -8.46589110e-02   1.22659287e-01   2.67557048e-01   6.57988591e-02
    1.47025318e-01   3.38202696e-01]
 [ -5.11946956e-02   2.91002368e-02  -1.51576222e-01   2.97722674e-02
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   -2.03144454e-01  -7.40923283e-02]
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   -4.96559182e-02  -5.78538200e-02]
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   -1.74082093e-01  -2.15239110e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.91410996e-01  -3.46140109e-01   9.21997321e-02   2.06312380e-01
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   -2.87140823e-01  -1.06867907e-01]
 [  8.39882163e-02  -2.39811941e-01  -2.90044180e-02   9.24434071e-02
   -6.28070949e-02  -8.22351470e-02   2.92059108e-01   4.36153234e-04
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 [  2.90369097e-02  -1.45920841e-01  -2.13730671e-01   1.35063346e-01
   -7.06900313e-02   8.36799589e-02  -9.13570720e-03  -2.10532720e-02
   -9.56392252e-02  -1.12354943e-02]
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 [  6.73773867e-02  -1.69136801e-02   8.83601340e-02   8.92123673e-02
   -2.89877037e-02  -1.79486569e-02   1.68064392e-01   1.19590253e-01
   -2.20832687e-02  -5.25024966e-02]
 [  6.19532713e-03  -1.64319566e-01  -2.95594873e-01  -6.10617922e-02
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   -1.40115256e-01  -3.70198439e-02]
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   -1.77612551e-01  -3.77070473e-01]
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 [  1.22193758e-02  -5.50687216e-01  -4.41255393e-02  -1.05393708e-01
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   -3.64085026e-01  -2.19296221e-01]
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   -9.21826710e-02  -1.38128290e-01]
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 [  3.67928844e-01   3.87990381e-01  -7.52914254e-02   3.21070740e-01
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 [  5.40561444e-02   1.13365338e-01   2.56526385e-01   2.52746857e-01
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   -5.99286365e-02  -2.73803191e-02]
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   -1.69410799e-01  -2.27033353e-01]
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   -8.35439001e-02  -2.55121942e-02]
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   -5.50507480e-02   1.05444603e-01]
 [  1.64176697e-01  -2.11338568e-02  -2.24055926e-01  -3.93509115e-02
    7.92940445e-02  -3.12010053e-01   6.85509864e-02  -1.64147259e-01
    2.69152970e-02  -1.52075416e-01]
 [  2.32090942e-01  -2.26447636e-01   7.30206962e-02   9.03616190e-03
    8.47233477e-02  -4.97094427e-02   4.00770395e-02  -1.34576279e-01
    1.35554004e-01  -1.44967927e-01]
 [ -9.47843073e-02  -8.47289732e-02   1.24956298e-01   1.21731365e-01
    1.52198923e-02  -1.19707229e-01   2.24768732e-01  -7.83465118e-02
    1.86803268e-01   1.16192898e-02]
 [ -7.65275846e-02  -2.50495411e-01   1.66222853e-01  -3.79891293e-01
   -3.89964380e-01   1.53098215e-01   1.64593343e-01  -1.29618579e-01
   -5.41898681e-02   1.38497886e-01]]
[[ 0.61515228]
 [ 1.81895711]
 [ 0.21737395]
 [ 0.90622521]
 [-2.88824428]
 [-0.3158033 ]
 [-1.8637973 ]
 [ 0.06040065]
 [ 0.68412015]
 [ 0.87255854]]
Progress: 61.5% ... Training loss: 0.254 ... Validation loss: 0.441[[  1.94719389e-01   3.83057560e-01  -9.15267417e-02   1.42877781e-01
   -3.62021674e-01  -8.23717957e-02  -1.34869346e-01   1.20545388e-01
   -1.89205284e-02   2.62539814e-01]
 [  8.68374356e-03   1.13472880e-01  -2.07954753e-02   4.30790257e-02
    8.17706411e-02  -5.28549020e-03   3.47044246e-01   4.03664274e-02
    1.40955614e-01  -3.07601145e-02]
 [  2.22223113e-01   7.30436889e-01   1.32958627e-02  -4.53277739e-02
    9.04981225e-01  -2.84552113e-02  -1.04127282e+00  -4.19839337e-02
    7.72179241e-02   3.16672217e-01]
 [  5.68425701e-02  -4.66091828e-01  -1.86574657e-01   2.49470380e-01
   -7.25366792e-02   1.24744169e-01   2.76267114e-01   6.54066312e-02
    1.42713177e-01   3.32624042e-01]
 [ -5.01139190e-02   3.31455628e-02  -1.51172202e-01   3.15532040e-02
   -1.02632845e-01  -1.75078145e-01   1.60144438e-01  -1.16476938e-01
   -2.02074383e-01  -7.25562928e-02]
 [ -4.07779917e-01  -6.83653720e-01  -3.07297636e-01   1.31209070e-01
   -3.21026563e-01   4.54537761e-02   4.00823421e-01  -4.23295005e-02
   -4.94166808e-02  -5.76552832e-02]
 [ -4.55983061e-03  -3.18264076e-01   9.32696891e-03   8.71393904e-02
   -9.77339703e-02  -7.24101009e-02   1.81513032e-01  -1.93031787e-01
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 [  1.02740615e-01  -3.57779065e-01   2.69551564e-02  -8.41782524e-02
   -1.12909084e-01  -4.55895605e-02   9.46922345e-02   1.14209446e-01
    7.40624148e-02  -2.55426692e-02]
 [ -1.80745249e-01  -2.30602815e-01  -3.02738692e-01  -2.37024355e-02
   -1.37308037e-01   6.78965782e-02  -4.18844284e-02  -3.08821606e-02
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 [  2.25359483e-02  -4.88976264e-01   6.59513584e-02  -6.27313221e-02
   -4.23916673e-01  -1.02691971e-01   2.09199133e-01  -1.17332094e-01
   -1.76791244e-02   4.52972934e-02]
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   -2.10816041e-01   4.78490199e-03   2.57113763e-01  -1.02470956e-01
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   -1.74614214e-01  -2.15939798e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.91147438e-01  -3.45774186e-01   9.23148890e-02   2.06660824e-01
   -1.91007144e-01  -6.12207130e-02   1.11846877e-01  -2.62368918e-01
   -2.86794728e-01  -1.06466584e-01]
 [  8.41262722e-02  -2.39521368e-01  -2.89565388e-02   9.26395522e-02
   -6.34004002e-02  -8.22980957e-02   2.91697525e-01   4.48616202e-04
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 [  2.82723641e-02  -1.46813443e-01  -2.13968105e-01   1.34138087e-01
   -6.95366729e-02   8.40867477e-02  -7.87322003e-03  -2.11290380e-02
   -9.64602460e-02  -1.23214536e-02]
 [ -1.18123430e-01  -1.01964001e-01  -2.00477601e-01   1.61907771e-01
   -1.66723954e-02   1.32561445e-01   1.12223172e-03  -2.50993671e-01
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 [ -5.20430754e-02  -6.71975946e-02   2.81421605e-01   1.22945374e-01
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 [  6.76812127e-02  -1.62003001e-02   8.84643884e-02   8.96499905e-02
   -3.08046625e-02  -1.81238988e-02   1.67320020e-01   1.19624204e-01
   -2.17180220e-02  -5.20677283e-02]
 [  6.89733296e-03  -1.62617921e-01  -2.95320308e-01  -5.99193601e-02
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 [  6.26721843e-02  -4.32991677e-02  -1.09947893e-01   7.22600577e-02
   -2.31270624e-01   3.12367781e-01   2.66514746e-01   2.05264969e-01
   -1.39500666e-01  -3.62096131e-02]
 [  1.13695040e-02  -6.90528438e-03   1.25995487e-01   1.23955312e-01
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   -1.79253404e-02   2.94462410e-02]
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   -1.77738391e-01  -3.77234699e-01]
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 [  1.23118586e-02  -5.50511763e-01  -4.40943262e-02  -1.05267425e-01
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   -3.63985961e-01  -2.19166572e-01]
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   -7.17757606e-02   8.56664208e-02]
 [ -3.05203133e-01  -5.10318594e-01   5.35424131e-02  -5.19865123e-02
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   -9.20484982e-02  -1.37957382e-01]
 [ -2.12695720e-01  -3.73228042e-01   2.50008233e-01  -2.45818273e-01
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   -2.60477069e-01  -2.83213952e-02]
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   -2.37148105e-02  -1.34391680e-01]
 [  8.48496492e-02   2.46750178e-01   1.53970561e-01  -1.27792940e-01
   -8.19183934e-02   6.22621255e-02  -1.38415741e-01   2.79077508e-01
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 [  3.66893466e-01   3.85587158e-01  -7.56269682e-02   3.19554783e-01
   -8.90769919e-01  -2.91280050e-01  -5.24994891e-01   1.78036369e-01
    4.06293465e-01   2.32106299e-04]
 [  5.43765131e-02   1.13907134e-01   2.56642295e-01   2.53201910e-01
   -3.95548457e-02  -1.99997213e-01  -1.83032559e-01  -1.32626726e-01
   -1.31520594e-01  -2.82144362e-01]
 [  1.85206887e-02  -1.04142412e-01  -1.22495267e-01  -6.40112746e-02
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 [  1.02389258e-02  -3.44478992e-02  -6.53948736e-02  -4.26904266e-02
   -3.91551776e-02  -1.84121979e-01   4.54767786e-02   1.03446079e-02
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 [  2.91035717e-02   1.01792806e-01   2.43142593e-01   7.06887578e-02
   -2.00143244e-01  -1.37364802e-01   7.59411334e-02   3.88736537e-02
   -1.89100681e-01   1.04367795e-01]
 [  8.34261672e-02   8.31482257e-02   1.09906782e-01   1.67260587e-02
   -2.47592669e-01   6.21492638e-02  -1.26263698e-03  -2.70897755e-01
   -9.05276011e-03  -7.81753255e-02]
 [ -6.35539160e-03   1.30347469e-01   8.52783516e-02  -3.26749282e-02
   -6.55670241e-02   1.77353246e-01   5.47923732e-02   1.17959783e-01
   -2.03886285e-02   1.73168905e-01]
 [  2.21683231e-01   9.34125154e-02   2.73650564e-02   7.28428948e-02
    1.73672421e-02  -2.43068009e-02  -2.18960124e-01   1.47628836e-01
   -5.98400071e-02  -2.72015287e-02]
 [  5.03309500e-02   5.75533960e-02   1.92248197e-02   4.85642662e-02
   -4.71474199e-01  -1.26142076e-01  -2.49615262e-01   4.13161796e-02
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 [  6.97695970e-02   5.02358606e-01   1.31759299e-01   4.59708097e-01
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 [  1.77500420e-01   4.91454436e-01   6.89643618e-02   4.39872274e-01
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 [  2.36684554e-01   3.26953821e-01   2.43226221e-01   1.39970911e-01
   -5.78560857e-01   8.43799564e-02  -2.15295922e-01   1.61067041e-01
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 [ -7.98311414e-02   2.41692327e-01   2.38650045e-01   7.53496334e-03
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   -3.93660857e-02   4.24640183e-02]
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   -2.84260308e-01  -1.03764681e-01]
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   -2.13107126e-01   2.60534651e-02]
 [  6.73974647e-03  -4.46539448e-01  -1.29278966e-01  -1.66331355e-01
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   -1.68936393e-01  -2.26430463e-01]
 [  4.85452441e-02  -3.44624088e-01  -1.82526954e-01  -1.10515126e-01
   -2.20476382e-01  -1.45344531e-02   2.32013271e-01  -1.64581215e-01
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 [ -9.48973152e-02   3.75815439e-03   2.74160889e-01   3.51307400e-02
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   -8.24311733e-02  -2.42476895e-02]
 [ -3.23228992e-01  -1.24090719e-02   2.39103584e-02   8.80821317e-03
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   -5.58563245e-02   1.04367656e-01]
 [  1.63895829e-01  -2.11786483e-02  -2.24138031e-01  -3.96254944e-02
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    2.66265400e-02  -1.52523515e-01]
 [  2.32435091e-01  -2.25365805e-01   7.31516153e-02   9.62288579e-03
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 [ -9.44541273e-02  -8.43474567e-02   1.25066873e-01   1.22079202e-01
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    1.87158460e-01   1.21346246e-02]
 [ -7.60555048e-02  -2.48684170e-01   1.66422314e-01  -3.79204596e-01
   -3.93217096e-01   1.52858140e-01   1.63203314e-01  -1.29575798e-01
   -5.36836402e-02   1.39152774e-01]]
[[ 0.6175314 ]
 [ 1.82541109]
 [ 0.22038961]
 [ 0.90541704]
 [-2.8844274 ]
 [-0.31553638]
 [-1.86739243]
 [ 0.06122284]
 [ 0.68316313]
 [ 0.87366519]]
Progress: 61.5% ... Training loss: 0.252 ... Validation loss: 0.436[[  1.95237878e-01   3.83490945e-01  -9.13403890e-02   1.43524758e-01
   -3.60814333e-01  -8.27108702e-02  -1.34538017e-01   1.20606775e-01
   -1.85172174e-02   2.63313130e-01]
 [  9.23602327e-03   1.15070779e-01  -2.05770045e-02   4.39960914e-02
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    1.41628372e-01  -3.00221779e-02]
 [  2.21252245e-01   7.31238108e-01   1.29229387e-02  -4.66740854e-02
    9.04865063e-01  -2.79307905e-02  -1.04189935e+00  -4.20918631e-02
    7.62690930e-02   3.15358460e-01]
 [  5.93307048e-02  -4.62180741e-01  -1.85698917e-01   2.52749458e-01
   -7.67171170e-02   1.23499281e-01   2.70996299e-01   6.56419666e-02
    1.45146455e-01   3.36246899e-01]
 [ -5.04531717e-02   3.35858662e-02  -1.51252161e-01   3.17446523e-02
   -1.05185073e-01  -1.75078839e-01   1.59436194e-01  -1.16488500e-01
   -2.01945855e-01  -7.30014024e-02]
 [ -4.06594493e-01  -6.82495084e-01  -3.06876152e-01   1.32871911e-01
   -3.23408016e-01   4.47972200e-02   3.99781437e-01  -4.22065833e-02
   -4.82181330e-02  -5.59654176e-02]
 [ -4.44543494e-03  -3.17466256e-01   9.32419035e-03   8.72585501e-02
   -1.00229858e-01  -7.24549107e-02   1.80959832e-01  -1.93024242e-01
    2.00992615e-01   5.19426864e-02]
 [  1.02840444e-01  -3.57153691e-01   2.70129657e-02  -8.40039189e-02
   -1.13575545e-01  -4.56721168e-02   9.43266556e-02   1.14218281e-01
    7.40933676e-02  -2.53991937e-02]
 [ -1.80236399e-01  -2.30329168e-01  -3.02572296e-01  -2.29119914e-02
   -1.38332000e-01   6.76183368e-02  -4.26640502e-02  -3.08269590e-02
    2.71830778e-01  -1.34794467e-01]
 [  2.25400745e-02  -4.88914160e-01   6.59128225e-02  -6.26830494e-02
   -4.23559125e-01  -1.02726077e-01   2.09361860e-01  -1.17330858e-01
   -1.76652549e-02   4.51722205e-02]
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   -2.14019237e-01   4.09189189e-03   2.55830922e-01  -1.02337895e-01
    8.36727160e-03  -9.65165905e-02]
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   -1.73850442e-01  -2.15040253e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
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 [ -7.57160354e-02  -2.48028061e-01   1.66517764e-01  -3.78757152e-01
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[[ 0.62321878]
 [ 1.82780545]
 [ 0.22539787]
 [ 0.91342566]
 [-2.88247003]
 [-0.30896009]
 [-1.85705491]
 [ 0.06772286]
 [ 0.69123168]
 [ 0.88059699]]
Progress: 61.5% ... Training loss: 0.253 ... Validation loss: 0.437[[  1.90177731e-01   3.72591381e-01  -9.31821782e-02   1.35600363e-01
   -3.39842623e-01  -8.01942740e-02  -1.24072784e-01   1.20039331e-01
   -2.44005046e-02   2.56167514e-01]
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 [  2.17612343e-01   7.21273965e-01   1.15154858e-02  -5.27202771e-02
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 [ -5.05192030e-02   3.15390339e-02  -1.51355354e-01   3.15987696e-02
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   -4.94875278e-02  -5.77638155e-02]
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   -1.72560426e-01  -2.13431881e-01]
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   -3.63864910e-01  -2.19004430e-01]
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   -1.89656389e-01   1.03862551e-01]
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   -9.09402122e-03  -7.81388561e-02]
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   -6.29849744e-02   1.77736175e-01   5.57712203e-02   1.17882319e-01
   -2.12458922e-02   1.71903784e-01]
 [  2.21621948e-01   9.32492187e-02   2.73283505e-02   7.27222112e-02
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   -5.98917653e-02  -2.72744231e-02]
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   -8.32754895e-02  -2.52473809e-02]
 [ -3.22824610e-01  -1.11194127e-02   2.40672253e-02   9.33401900e-03
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   -5.53252941e-02   1.04899869e-01]
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 [  2.31383973e-01  -2.28308975e-01   7.27397532e-02   7.93176540e-03
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 [ -9.46853183e-02  -8.50347838e-02   1.24969449e-01   1.21412363e-01
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    1.86592550e-01   1.16753868e-02]
 [ -7.65105280e-02  -2.49487082e-01   1.66242555e-01  -3.79878169e-01
   -3.93837208e-01   1.53078727e-01   1.64665426e-01  -1.29623828e-01
   -5.41449645e-02   1.38735978e-01]]
[[ 0.60069337]
 [ 1.80544018]
 [ 0.2039106 ]
 [ 0.89517495]
 [-2.89593897]
 [-0.32203376]
 [-1.87055985]
 [ 0.05202676]
 [ 0.67069295]
 [ 0.86010708]]
Progress: 61.6% ... Training loss: 0.267 ... Validation loss: 0.455[[  1.92255556e-01   3.79002007e-01  -9.23879035e-02   1.38974898e-01
   -3.49017794e-01  -8.14339889e-02  -1.30002869e-01   1.20249153e-01
   -2.20560342e-02   2.59610050e-01]
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 [  2.18476967e-01   7.24411704e-01   1.18202720e-02  -5.12093739e-02
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    7.27684844e-02   3.11461124e-01]
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   -8.95107480e-02   1.21370624e-01   2.61473380e-01   6.61741560e-02
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   -4.95831822e-02  -5.79204143e-02]
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   -1.72460604e-01  -2.13271577e-01]
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   -2.86158715e-01  -1.05619567e-01]
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 [  2.84728538e-02  -1.46801653e-01  -2.13912360e-01   1.34214784e-01
   -7.07796415e-02   8.39753828e-02  -7.99154902e-03  -2.11044788e-02
   -9.62017087e-02  -1.22439847e-02]
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   -2.19901271e-02  -5.21961904e-02]
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 [  6.24154716e-02  -4.31025075e-02  -1.10040735e-01   7.19332613e-02
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   -1.76849820e-01  -3.76178373e-01]
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   -8.27346816e-02  -2.45819605e-02]
 [ -3.22951312e-01  -1.13435425e-02   2.40502498e-02   9.24483629e-03
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   -5.54032543e-02   1.04853353e-01]
 [  1.62800031e-01  -2.37221333e-02  -2.24565718e-01  -4.12181918e-02
    8.42034186e-02  -3.11489764e-01   7.13223672e-02  -1.64301735e-01
    2.53067738e-02  -1.53919878e-01]
 [  2.32065953e-01  -2.26631985e-01   7.29953815e-02   9.04656019e-03
    8.37548382e-02  -4.97347336e-02   3.92875911e-02  -1.34587563e-01
    1.35468076e-01  -1.45036324e-01]
 [ -9.44105069e-02  -8.43633832e-02   1.25053187e-01   1.21747865e-01
    1.68202921e-02  -1.19874421e-01   2.23518124e-01  -7.83343350e-02
    1.86805251e-01   1.21206326e-02]
 [ -7.79714407e-02  -2.53020184e-01   1.65745592e-01  -3.82084283e-01
   -3.90688526e-01   1.53879218e-01   1.68239050e-01  -1.29753131e-01
   -5.57367710e-02   1.36764691e-01]]
[[ 0.61098792]
 [ 1.81329038]
 [ 0.2134783 ]
 [ 0.90423537]
 [-2.88785924]
 [-0.31403815]
 [-1.8636175 ]
 [ 0.05910846]
 [ 0.68013354]
 [ 0.86682538]]
Progress: 61.6% ... Training loss: 0.256 ... Validation loss: 0.447[[  1.90765628e-01   3.74470467e-01  -9.29352712e-02   1.36624205e-01
   -3.39964996e-01  -8.06021222e-02  -1.24706377e-01   1.20109112e-01
   -2.37234324e-02   2.57990343e-01]
 [  8.34699635e-03   1.12871977e-01  -2.08971175e-02   4.26293742e-02
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    1.40660930e-01  -3.11887818e-02]
 [  2.16439797e-01   7.18165234e-01   1.10186921e-02  -5.43706489e-02
    9.25830835e-01  -2.55354774e-02  -1.03183532e+00  -4.26519273e-02
    7.05210187e-02   3.08905742e-01]
 [  6.08438590e-02  -4.59033991e-01  -1.85133550e-01   2.55287330e-01
   -7.53678886e-02   1.22959398e-01   2.69209430e-01   6.58562220e-02
    1.47369874e-01   3.38956338e-01]
 [ -5.17798322e-02   2.52574467e-02  -1.51742566e-01   2.98496793e-02
   -9.60810371e-02  -1.74480356e-01   1.66482826e-01  -1.16580294e-01
   -2.03321262e-01  -7.54128227e-02]
 [ -4.07648143e-01  -6.84157800e-01  -3.07276908e-01   1.30970699e-01
   -3.20008441e-01   4.53617194e-02   4.01491013e-01  -4.23268467e-02
   -4.94852409e-02  -5.78229692e-02]
 [ -8.01430607e-03  -3.27028451e-01   8.08381190e-03   8.22178189e-02
   -8.88513212e-02  -7.08602716e-02   1.91005217e-01  -1.93404779e-01
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   -1.05421662e-01  -4.45883608e-02   9.78364238e-02   1.13967140e-01
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   -2.41998186e-02   3.80597562e-02]
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   -1.72516416e-01  -2.13220227e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
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 [ -2.90028799e-01  -3.43794337e-01   9.27028046e-02   2.08270609e-01
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   -2.85574235e-01  -1.04882409e-01]
 [  8.36896523e-02  -2.40358652e-01  -2.91108334e-02   9.18144728e-02
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 [  2.83837686e-02  -1.46492252e-01  -2.13883499e-01   1.34311722e-01
   -7.14098850e-02   8.39419318e-02  -7.80494612e-03  -2.10977820e-02
   -9.62629698e-02  -1.22462009e-02]
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 [  6.77424793e-02  -1.51774244e-02   8.84378838e-02   8.95641554e-02
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   -2.18364757e-02  -5.19609271e-02]
 [  6.04741449e-03  -1.66907640e-01  -2.95663192e-01  -6.13219904e-02
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 [  6.14902799e-02  -4.58262123e-02  -1.10397634e-01   7.04595475e-02
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   -1.76895325e-01  -3.76221906e-01]
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 [  1.19923087e-02  -5.51827016e-01  -4.42554381e-02  -1.05848833e-01
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   -3.64453594e-01  -2.19736969e-01]
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   -7.17064617e-02   8.57427865e-02]
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   -9.16227484e-02  -1.37428631e-01]
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   -2.60902473e-01  -2.88426142e-02]
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   -2.41513674e-02  -1.34846932e-01]
 [  8.33333243e-02   2.41595351e-01   1.53447253e-01  -1.29997102e-01
   -7.55110356e-02   6.30702376e-02  -1.33437434e-01   2.78924263e-01
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 [  3.66958574e-01   3.85797174e-01  -7.55912982e-02   3.19277688e-01
   -8.90683069e-01  -2.91286948e-01  -5.25434640e-01   1.78049268e-01
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 [  5.48992072e-02   1.14707112e-01   2.56830616e-01   2.53896330e-01
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   -1.30910926e-01  -2.81452277e-01]
 [  1.84544322e-02  -1.04817079e-01  -1.22536909e-01  -6.41287566e-02
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 [  1.10427648e-02  -3.22765400e-02  -6.51007182e-02  -4.14545340e-02
   -4.11620307e-02  -1.84565175e-01   4.32009471e-02   1.04077807e-02
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 [  2.89526561e-02   1.01833102e-01   2.43059406e-01   7.04466841e-02
   -1.98328367e-01  -1.37352198e-01   7.57681002e-02   3.88453164e-02
   -1.89406536e-01   1.04262118e-01]
 [  8.35351112e-02   8.39225151e-02   1.09938400e-01   1.68061878e-02
   -2.48610053e-01   6.20578128e-02  -2.47260768e-03  -2.70902565e-01
   -9.00769342e-03  -7.80040059e-02]
 [ -7.21036455e-03   1.28596643e-01   8.49985834e-02  -3.39144540e-02
   -6.27345143e-02   1.77785192e-01   5.63394352e-02   1.17875597e-01
   -2.13481264e-02   1.71809811e-01]
 [  2.21255424e-01   9.24811066e-02   2.71915051e-02   7.21824145e-02
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   -6.02995092e-02  -2.77658529e-02]
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 [  2.38636708e-01   3.32913469e-01   2.43969721e-01   1.43200294e-01
   -5.88673720e-01   8.32138939e-02  -2.20511715e-01   1.61271991e-01
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   -2.84008338e-01  -1.03403494e-01]
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   -2.13082310e-01   2.61147859e-02]
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   -1.68990507e-01  -2.26472145e-01]
 [  4.98447807e-02  -3.41403359e-01  -1.82098166e-01  -1.08483840e-01
   -2.30458561e-01  -1.53332294e-02   2.29075563e-01  -1.64494831e-01
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 [ -9.47613068e-02   2.63487904e-03   2.74221429e-01   3.55523143e-02
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   -8.22619824e-02  -2.39076484e-02]
 [ -3.23682744e-01  -1.34325510e-02   2.37922006e-02   8.21993428e-03
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   -5.61874870e-02   1.03980959e-01]
 [  1.62156732e-01  -2.54168387e-02  -2.24774385e-01  -4.20665592e-02
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 [ -9.40054041e-02  -8.28727459e-02   1.25189674e-01   1.22416192e-01
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    1.87223152e-01   1.26144521e-02]
 [ -7.89470658e-02  -2.56131805e-01   1.65352814e-01  -3.83764255e-01
   -3.86767853e-01   1.54445290e-01   1.70897391e-01  -1.29863014e-01
   -5.68516424e-02   1.35379017e-01]]
[[ 0.60275563]
 [ 1.80886922]
 [ 0.20778233]
 [ 0.89785042]
 [-2.89307119]
 [-0.32023894]
 [-1.86823585]
 [ 0.05216226]
 [ 0.67269398]
 [ 0.85702234]]
Progress: 61.7% ... Training loss: 0.264 ... Validation loss: 0.451[[  1.93344144e-01   3.81107865e-01  -9.20987076e-02   1.40076065e-01
   -3.47854964e-01  -8.18946776e-02  -1.31588814e-01   1.20319603e-01
   -2.10136385e-02   2.61717952e-01]
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    1.40553697e-01  -3.11938731e-02]
 [  2.16627868e-01   7.20120608e-01   1.10528906e-02  -5.42389853e-02
    9.24417358e-01  -2.56679437e-02  -1.03487344e+00  -4.26449281e-02
    7.07062066e-02   3.09278180e-01]
 [  6.25724971e-02  -4.57938707e-01  -1.84527897e-01   2.58231249e-01
   -8.62801535e-02   1.22004653e-01   2.66647941e-01   6.60141746e-02
    1.49240384e-01   3.41427946e-01]
 [ -5.06553824e-02   2.93164217e-02  -1.51406348e-01   3.16337974e-02
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   -2.02108252e-01  -7.38520784e-02]
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   -3.21170955e-01   4.51622315e-02   4.00611376e-01  -4.22910959e-02
   -4.90484342e-02  -5.72190027e-02]
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   -9.94283909e-02  -7.22527549e-02   1.83080653e-01  -1.93183392e-01
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   -1.10272584e-01  -4.50014327e-02   9.51425361e-02   1.14035243e-01
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   -1.51010783e-01   6.61242180e-02  -4.96729361e-02  -3.05359162e-02
    2.75093358e-01  -1.30439291e-01]
 [  2.10127151e-02  -4.91532621e-01   6.52031260e-02  -6.57563105e-02
   -4.18628644e-01  -1.02097724e-01   2.08381031e-01  -1.17618481e-01
   -1.98437949e-02   4.37775286e-02]
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   -1.73139141e-01  -2.13817910e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
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[[ 0.61981467]
 [ 1.81784452]
 [ 0.22436039]
 [ 0.91463417]
 [-2.8792702 ]
 [-0.30532382]
 [-1.84642539]
 [ 0.06693881]
 [ 0.6921318 ]
 [ 0.87552076]]
Progress: 61.8% ... Training loss: 0.254 ... Validation loss: 0.445[[  1.92163420e-01   3.78498859e-01  -9.26394513e-02   1.37934931e-01
   -3.44239853e-01  -8.12096097e-02  -1.29424234e-01   1.20152025e-01
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 [  2.16820276e-01   7.19357324e-01   1.11055909e-02  -5.42037091e-02
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   -8.51088192e-03  -7.73738385e-02]
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   -2.10508895e-02   1.72196990e-01]
 [  2.22171161e-01   9.48914578e-02   2.75138058e-02   7.33599529e-02
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   -5.92968983e-02  -2.65004694e-02]
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 [  2.39068254e-01   3.34179602e-01   2.44124825e-01   1.43766189e-01
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   -8.32496974e-02  -2.49616681e-02]
 [ -3.23336040e-01  -1.35160332e-02   2.39248000e-02   8.70464918e-03
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   -5.57638251e-02   1.04522112e-01]
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 [ -9.30011919e-02  -8.08499653e-02   1.25508750e-01   1.23658622e-01
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    1.88209102e-01   1.38380562e-02]
 [ -7.67476381e-02  -2.48855395e-01   1.66048914e-01  -3.81115324e-01
   -4.02011062e-01   1.53414922e-01   1.64453902e-01  -1.29671382e-01
   -5.43972683e-02   1.38629224e-01]]
[[ 0.61570903]
 [ 1.81365786]
 [ 0.21978792]
 [ 0.90751887]
 [-2.8802286 ]
 [-0.30945553]
 [-1.85072869]
 [ 0.06301114]
 [ 0.68674372]
 [ 0.86916457]]
Progress: 61.8% ... Training loss: 0.254 ... Validation loss: 0.443[[  1.94173761e-01   3.82278131e-01  -9.19094528e-02   1.40542230e-01
   -3.45243876e-01  -8.21122058e-02  -1.31928135e-01   1.20352306e-01
   -2.01980096e-02   2.62776358e-01]
 [  7.27690393e-03   1.09428364e-01  -2.13298691e-02   4.09818813e-02
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 [  2.17462779e-01   7.22109357e-01   1.14201695e-02  -5.26849283e-02
    9.17968613e-01  -2.61547495e-02  -1.03685840e+00  -4.25541063e-02
    7.21463582e-02   3.10785882e-01]
 [  6.05084014e-02  -4.64643264e-01  -1.85248724e-01   2.55673137e-01
   -7.68858179e-02   1.22994392e-01   2.73169398e-01   6.57986686e-02
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 [ -4.98910667e-02   3.31439218e-02  -1.50991614e-01   3.31502510e-02
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   -2.00795491e-01  -7.22632181e-02]
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   -4.79594531e-02  -5.58473138e-02]
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   -1.72818449e-01  -2.13379958e-01]
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   -2.85970899e-01  -1.05378016e-01]
 [  8.45071088e-02  -2.38685070e-01  -2.88451807e-02   9.27053289e-02
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   -7.41615626e-02   8.34909056e-02  -9.80915382e-03  -2.10107781e-02
   -9.53025826e-02  -1.10310663e-02]
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 [  6.91913333e-02  -1.17408459e-02   8.89710759e-02   9.16928025e-02
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   -2.00723743e-02  -4.97460029e-02]
 [  6.47286624e-03  -1.65857715e-01  -2.95540608e-01  -6.10060651e-02
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 [  6.13657647e-02  -4.59729927e-02  -1.10485314e-01   7.01836911e-02
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   -1.76933850e-01  -3.76261421e-01]
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 [  1.21195740e-02  -5.51723254e-01  -4.42306345e-02  -1.05707694e-01
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   -9.13309414e-02  -1.36998475e-01]
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   -2.60312389e-01  -2.79987752e-02]
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 [  3.68730834e-01   3.87337993e-01  -7.50461581e-02   3.21277941e-01
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 [  5.52155249e-02   1.15703039e-01   2.56952541e-01   2.54373638e-01
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   -5.82881359e-02  -2.52619492e-02]
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   -1.68523372e-01  -2.25852328e-01]
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   -8.31810689e-02  -2.48367257e-02]
 [ -3.22920833e-01  -1.34037150e-02   2.40838777e-02   9.23512104e-03
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   -5.53262033e-02   1.05095069e-01]
 [  1.62464679e-01  -2.60532010e-02  -2.24725177e-01  -4.16567259e-02
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    2.48897560e-02  -1.54319920e-01]
 [  2.34288353e-01  -2.22266729e-01   7.37604383e-02   1.20339882e-02
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    1.37757225e-01  -1.41959910e-01]
 [ -9.19064353e-02  -7.85816376e-02   1.25886506e-01   1.25161144e-01
    8.76637230e-03  -1.21053882e-01   2.17059142e-01  -7.81107889e-02
    1.89266722e-01   1.52809922e-02]
 [ -7.63607907e-02  -2.47723511e-01   1.66185210e-01  -3.80609649e-01
   -4.03340158e-01   1.53234323e-01   1.63502131e-01  -1.29631782e-01
   -5.40226677e-02   1.39131669e-01]]
[[ 0.62915321]
 [ 1.82321992]
 [ 0.23067536]
 [ 0.92109991]
 [-2.87256952]
 [-0.29969608]
 [-1.83840062]
 [ 0.07584875]
 [ 0.70131204]
 [ 0.88236623]]
Progress: 61.9% ... Training loss: 0.257 ... Validation loss: 0.447[[  1.92619981e-01   3.78951223e-01  -9.25059147e-02   1.38105584e-01
   -3.38095229e-01  -8.14138330e-02  -1.29169080e-01   1.20160420e-01
   -2.20310894e-02   2.60572797e-01]
 [  6.89468964e-03   1.08024658e-01  -2.14929191e-02   4.03578619e-02
    8.96744155e-02  -4.33413611e-03   3.52232274e-01   4.01505773e-02
    1.39135099e-01  -3.31622032e-02]
 [  2.18986132e-01   7.22791099e-01   1.20585327e-02  -5.00579653e-02
    9.13268257e-01  -2.70024335e-02  -1.03723154e+00  -4.23420122e-02
    7.41879113e-02   3.12981014e-01]
 [  6.12271555e-02  -4.62814093e-01  -1.85018071e-01   2.56878259e-01
   -7.65379494e-02   1.22685737e-01   2.70558161e-01   6.58651076e-02
    1.47625319e-01   3.39504745e-01]
 [ -5.06285788e-02   2.98954335e-02  -1.51287833e-01   3.22300681e-02
   -1.11236701e-01  -1.75182140e-01   1.63135340e-01  -1.16441269e-01
   -2.01692877e-01  -7.33024468e-02]
 [ -4.06244224e-01  -6.80303583e-01  -3.06968817e-01   1.32009148e-01
   -3.20982298e-01   4.48360543e-02   3.96844079e-01  -4.22429810e-02
   -4.83748240e-02  -5.62719063e-02]
 [ -7.39354190e-03  -3.25973991e-01   8.29663946e-03   8.33593578e-02
   -9.49653389e-02  -7.13583005e-02   1.88061249e-01  -1.93403259e-01
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 [  1.01173771e-01  -3.62571078e-01   2.62020585e-02  -8.73108320e-02
   -1.08134203e-01  -4.47358675e-02   9.64510698e-02   1.13963413e-01
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   -1.58380172e-01   6.52562812e-02  -5.47451892e-02  -3.03522708e-02
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 [  2.18632385e-02  -4.88605068e-01   6.53287420e-02  -6.56336854e-02
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   -1.91056575e-02   4.48589530e-02]
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   -2.16245175e-01   3.78856500e-03   2.55788203e-01  -1.02342533e-01
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   -1.73046863e-01  -2.13685359e-01]
 [ -1.60503081e-01   4.29139331e-04   6.04116711e-02   1.69168569e-02
   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
 [ -2.90207173e-01  -3.43588218e-01   9.24938890e-02   2.07364825e-01
   -1.91484427e-01  -6.15315149e-02   1.08973626e-01  -2.62319178e-01
   -2.86087056e-01  -1.05401625e-01]
 [  8.37494796e-02  -2.39712046e-01  -2.91183435e-02   9.15877316e-02
   -6.19896008e-02  -8.21488458e-02   2.92156730e-01   3.71700504e-04
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 [  2.90566376e-02  -1.45106475e-01  -2.13677585e-01   1.35264053e-01
   -7.31647875e-02   8.36042004e-02  -9.32547856e-03  -2.10399919e-02
   -9.55767797e-02  -1.13561272e-02]
 [ -1.19994117e-01  -1.07460669e-01  -2.01145602e-01   1.59270625e-01
   -1.21334047e-02   1.33367123e-01   6.40174176e-03  -2.51185062e-01
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 [ -5.48061854e-02  -7.52824646e-02   2.80388393e-01   1.18972782e-01
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 [  6.98158972e-02  -9.87200890e-03   8.92239113e-02   9.26297692e-02
   -4.10772295e-02  -1.91950395e-02   1.60819062e-01   1.19841980e-01
   -1.93641268e-02  -4.89205384e-02]
 [  5.74841696e-03  -1.68326830e-01  -2.95840526e-01  -6.21439929e-02
    3.49762196e-02  -8.97638683e-02   8.83839701e-02   1.61303838e-01
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 [  6.16942282e-02  -4.52790890e-02  -1.10378073e-01   7.06023205e-02
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   -1.40757556e-01  -3.74787370e-02]
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   -3.46237950e-01   2.61417421e-03   7.67703929e-02  -2.63413742e-02
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   -1.77213055e-01  -3.76576524e-01]
 [ -2.01931181e-02  -4.96719566e-01  -3.27096821e-02  -7.80561076e-02
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 [  1.20255267e-02  -5.51793276e-01  -4.42677039e-02  -1.05858674e-01
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   -3.64440768e-01  -2.19719551e-01]
 [ -1.76971441e-01  -6.77549302e-01  -1.18454881e-02  -2.07391027e-01
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   -7.11605826e-02   8.64224151e-02]
 [ -3.04538508e-01  -5.09776138e-01   5.37744624e-02  -5.08155933e-02
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   -9.12532844e-02  -1.36897462e-01]
 [ -2.13199521e-01  -3.73781306e-01   2.49809230e-01  -2.46583095e-01
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   -2.61031411e-01  -2.88691928e-02]
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   -2.42560412e-02  -1.35008479e-01]
 [  8.49777163e-02   2.46275012e-01   1.54023840e-01  -1.27519525e-01
   -8.28264673e-02   6.22015283e-02  -1.38103697e-01   2.79073286e-01
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 [  3.68916638e-01   3.86809489e-01  -7.50168034e-02   3.21263175e-01
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    4.08305477e-01   3.55576076e-03]
 [  5.47327281e-02   1.14317346e-01   2.56783450e-01   2.53686429e-01
   -4.03087475e-02  -2.00206857e-01  -1.83826935e-01  -1.32608650e-01
   -1.31087492e-01  -2.81647495e-01]
 [  1.90281373e-02  -1.03370574e-01  -1.22391254e-01  -6.33490748e-02
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 [  1.25414514e-02  -2.82526859e-02  -6.45720239e-02  -3.93178069e-02
   -4.78699928e-02  -1.85334490e-01   3.86608340e-02   1.05496357e-02
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 [  2.99751915e-02   1.05379212e-01   2.43425734e-01   7.19362158e-02
   -2.03168849e-01  -1.37872699e-01   7.21353140e-02   3.89512798e-02
   -1.88249228e-01   1.05644705e-01]
 [  8.35551587e-02   8.38649254e-02   1.09905125e-01   1.66502787e-02
   -2.48379083e-01   6.19900878e-02  -1.98044055e-03  -2.70902363e-01
   -9.00343133e-03  -7.79832458e-02]
 [ -7.53053643e-03   1.27953192e-01   8.48642213e-02  -3.44961735e-02
   -6.14283049e-02   1.77962217e-01   5.71038778e-02   1.17830833e-01
   -2.17739417e-02   1.71341721e-01]
 [  2.22874036e-01   9.66431602e-02   2.77555533e-02   7.44400544e-02
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   -5.85574128e-02  -2.56029578e-02]
 [  5.07012846e-02   5.86277009e-02   1.93170314e-02   4.89127216e-02
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 [  6.69558664e-02   4.94673540e-01   1.30679367e-01   4.55397380e-01
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 [  2.39619381e-01   3.35441000e-01   2.44360794e-01   1.44761157e-01
   -5.93395577e-01   8.27111750e-02  -2.23272611e-01   1.61386956e-01
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   -4.15881319e-02   3.97691594e-02]
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   -2.84529740e-01  -1.04005655e-01]
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   -2.13112017e-01   2.61411537e-02]
 [  6.96032256e-03  -4.46049354e-01  -1.29222103e-01  -1.66094661e-01
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   -1.68760345e-01  -2.26136655e-01]
 [  5.18356782e-02  -3.34665485e-01  -1.81457220e-01  -1.05615429e-01
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 [ -9.68565179e-02  -4.36223562e-03   2.73405439e-01   3.24086723e-02
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   -8.45254823e-02  -2.65752759e-02]
 [ -3.22251205e-01  -1.21251006e-02   2.43360072e-02   1.01490266e-02
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   -5.46214179e-02   1.05820029e-01]
 [  1.61694853e-01  -2.77711785e-02  -2.25037705e-01  -4.27397170e-02
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    2.40312055e-02  -1.55383685e-01]
 [  2.34664017e-01  -2.21406782e-01   7.38867801e-02   1.24637063e-02
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    1.38130602e-01  -1.41445368e-01]
 [ -9.28802623e-02  -8.11093066e-02   1.25513198e-01   1.23697650e-01
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    1.88133329e-01   1.38843684e-02]
 [ -7.75114562e-02  -2.49121069e-01   1.65761456e-01  -3.82434407e-01
   -4.02352544e-01   1.53758092e-01   1.65088641e-01  -1.29775089e-01
   -5.53591706e-02   1.37560394e-01]]
[[ 0.62212463]
 [ 1.81812998]
 [ 0.22205938]
 [ 0.91237185]
 [-2.87600889]
 [-0.30630947]
 [-1.84978479]
 [ 0.06966561]
 [ 0.69305454]
 [ 0.87457264]]
Progress: 61.9% ... Training loss: 0.253 ... Validation loss: 0.440[[  1.92244282e-01   3.76541135e-01  -9.26811085e-02   1.37477337e-01
   -3.35077923e-01  -8.10070837e-02  -1.26377768e-01   1.20116155e-01
   -2.21663450e-02   2.60548913e-01]
 [  6.23994597e-03   1.05962144e-01  -2.17671457e-02   3.93362738e-02
    9.30562720e-02  -3.95474677e-03   3.54107077e-01   4.00644275e-02
    1.38490634e-01  -3.40377827e-02]
 [  2.18979243e-01   7.19241229e-01   1.20971403e-02  -4.96797184e-02
    9.12239504e-01  -2.68212499e-02  -1.03516699e+00  -4.23383972e-02
    7.44578886e-02   3.13370139e-01]
 [  5.92843830e-02  -4.68076760e-01  -1.85908553e-01   2.53583317e-01
   -6.46979503e-02   1.23617506e-01   2.75467098e-01   6.56248135e-02
    1.45241265e-01   3.36551819e-01]
 [ -4.48084387e-02   4.29995100e-02  -1.49103409e-01   4.09561482e-02
   -1.30461114e-01  -1.77917718e-01   1.51116892e-01  -1.15745218e-01
   -1.94763691e-01  -6.49171731e-02]
 [ -4.06699902e-01  -6.80594422e-01  -3.07181002e-01   1.31088873e-01
   -3.19080351e-01   4.51367426e-02   3.97084525e-01  -4.23000516e-02
   -4.88956228e-02  -5.68136516e-02]
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   -9.61425001e-02  -7.14988670e-02   1.87095198e-01  -1.93378501e-01
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   -1.05716461e-01  -4.42631669e-02   9.90482824e-02   1.13894566e-01
    7.17637809e-02  -2.78704979e-02]
 [ -1.74815361e-01  -2.17433729e-01  -3.00701800e-01  -1.51554114e-02
   -1.59713659e-01   6.49788902e-02  -5.64738262e-02  -3.02884062e-02
    2.77612167e-01  -1.27087094e-01]
 [  2.25966623e-02  -4.87149900e-01   6.55624186e-02  -6.48212624e-02
   -4.25687353e-01  -1.02508056e-01   2.01646234e-01  -1.17534065e-01
   -1.82144921e-02   4.61547819e-02]
 [ -7.63996705e-02  -1.95887524e-01   8.08199085e-03  -1.18755823e-01
   -2.13554628e-01   4.12745613e-03   2.56605965e-01  -1.02417107e-01
    8.23355213e-03  -9.66346066e-02]
 [ -1.36851653e-01  -3.06308023e-01  -7.29563915e-02   1.70282712e-02
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   -1.73402166e-01  -2.13988070e-01]
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 [ -7.77307150e-02  -2.50382456e-01   1.65643814e-01  -3.83021344e-01
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[[ 0.62143462]
 [ 1.81827513]
 [ 0.21992835]
 [ 0.9114533 ]
 [-2.87944356]
 [-0.31002179]
 [-1.85116747]
 [ 0.06584769]
 [ 0.69177537]
 [ 0.87157216]]
Progress: 62.0% ... Training loss: 0.253 ... Validation loss: 0.436[[  1.90122875e-01   3.71146036e-01  -9.35206482e-02   1.33990468e-01
   -3.25889961e-01  -7.97747575e-02  -1.20165075e-01   1.19864560e-01
   -2.48519022e-02   2.57580030e-01]
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 [  2.19274463e-01   7.17779874e-01   1.21851345e-02  -4.93006316e-02
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    7.46274625e-02   3.13877022e-01]
 [  5.78211625e-02  -4.73386304e-01  -1.86460908e-01   2.51324290e-01
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   -1.72971846e-01  -2.13425314e-01]
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   -8.53187610e-03  -7.73814241e-02]
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   -5.86309773e-02   1.78235871e-01   5.81650239e-02   1.17767464e-01
   -2.24501658e-02   1.70551593e-01]
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   -5.77419244e-02  -2.46123080e-02]
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 [  5.27226756e-02  -3.31994700e-01  -1.81141892e-01  -1.04251427e-01
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 [ -9.69303408e-02  -4.61114448e-03   2.73319598e-01   3.22017264e-02
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   -8.45853470e-02  -2.67853455e-02]
 [ -3.23727995e-01  -1.65564781e-02   2.38173612e-02   8.09236290e-03
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   -5.62650740e-02   1.03950114e-01]
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 [  2.35012943e-01  -2.20000731e-01   7.39906132e-02   1.29221686e-02
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 [ -9.21353216e-02  -7.86714488e-02   1.25755865e-01   1.24615670e-01
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    1.88826495e-01   1.47005303e-02]
 [ -7.90358374e-02  -2.54372118e-01   1.65108800e-01  -3.85298901e-01
   -3.96506948e-01   1.54689954e-01   1.69741562e-01  -1.29983014e-01
   -5.72919857e-02   1.35566336e-01]]
[[ 0.6162415 ]
 [ 1.81562242]
 [ 0.21606191]
 [ 0.90581352]
 [-2.87824875]
 [-0.31539044]
 [-1.85731363]
 [ 0.06012521]
 [ 0.68740495]
 [ 0.86459575]]
Progress: 62.0% ... Training loss: 0.254 ... Validation loss: 0.436[[  1.90887053e-01   3.73355312e-01  -9.32103553e-02   1.35282519e-01
   -3.31067534e-01  -8.01754172e-02  -1.22024738e-01   1.19949369e-01
   -2.37602796e-02   2.59087319e-01]
 [  6.61971875e-03   1.06547440e-01  -2.16423673e-02   3.98732740e-02
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    1.38917975e-01  -3.35210627e-02]
 [  2.20754526e-01   7.19262748e-01   1.27323597e-02  -4.66847810e-02
    9.07577480e-01  -2.77160383e-02  -1.03730582e+00  -4.21683391e-02
    7.65118900e-02   3.16165936e-01]
 [  5.72674541e-02  -4.74445773e-01  -1.86673745e-01   2.50400125e-01
   -5.27807918e-02   1.24678384e-01   2.81825165e-01   6.54066687e-02
    1.43042735e-01   3.33852753e-01]
 [ -4.53098566e-02   4.39013135e-02  -1.49201639e-01   4.04020241e-02
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   -1.95262775e-01  -6.53657377e-02]
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   -5.12373357e-02  -5.96336243e-02]
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   -1.51651429e-01   6.60364044e-02  -5.04810447e-02  -3.04954105e-02
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   -1.96104548e-02   4.52002270e-02]
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   -1.72940231e-01  -2.13514318e-01]
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   -1.66135787e-01  -2.17979119e-01  -1.71937316e-01  -1.97492989e-01
    8.22676723e-02   1.68304585e-01]
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   -2.87054592e-01  -1.06535580e-01]
 [  8.24693792e-02  -2.42150353e-01  -2.95595838e-02   8.97104809e-02
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 [  2.93729911e-02  -1.44075797e-01  -2.13597501e-01   1.35634706e-01
   -7.33321682e-02   8.34998028e-02  -1.03981281e-02  -2.10061257e-02
   -9.52902146e-02  -1.09234378e-02]
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   -4.71769605e-02  -1.96776944e-02   1.58959208e-01   1.19953883e-01
   -1.79744267e-02  -4.70434252e-02]
 [  7.00654122e-03  -1.65570505e-01  -2.95426590e-01  -6.03336934e-02
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 [  5.97018342e-02  -5.24854863e-02  -1.11178507e-01   6.73816749e-02
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   -1.43163750e-01  -3.99178490e-02]
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   -1.77486884e-01  -3.76875154e-01]
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 [  1.13149140e-02  -5.53510700e-01  -4.45279967e-02  -1.06933171e-01
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   -3.65234554e-01  -2.20678546e-01]
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   -7.16197319e-02   8.59826299e-02]
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   -9.10312021e-02  -1.36589642e-01]
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 [  3.67795131e-01   3.81656028e-01  -7.55844964e-02   3.18961658e-01
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 [  5.47513576e-02   1.14408288e-01   2.56791611e-01   2.53673619e-01
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   -1.89310660e-01   1.04290197e-01]
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   -8.67755877e-03  -7.75145380e-02]
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   -2.13182034e-01   2.60648464e-02]
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   -1.68650244e-01  -2.25962085e-01]
 [  5.36785667e-02  -3.29386121e-01  -1.80797520e-01  -1.02806868e-01
   -2.54639340e-01  -1.72883867e-02   2.15256088e-01  -1.64092716e-01
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 [ -9.75363975e-02  -6.82924710e-03   2.73081549e-01   3.13158652e-02
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   -8.52328796e-02  -2.77329719e-02]
 [ -3.23447371e-01  -1.57929097e-02   2.39261418e-02   8.57062888e-03
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   -5.59279861e-02   1.04236793e-01]
 [  1.62287607e-01  -2.63556033e-02  -2.24734482e-01  -4.15048224e-02
    8.43254572e-02  -3.11193014e-01   7.23719503e-02  -1.64353896e-01
    2.49976258e-02  -1.54162339e-01]
 [  2.34370802e-01  -2.21752710e-01   7.37530886e-02   1.18961653e-02
    8.13746999e-02  -5.08277010e-02   3.29580370e-02  -1.34354198e-01
    1.37777940e-01  -1.41761906e-01]
 [ -9.30673903e-02  -8.13197890e-02   1.25408403e-01   1.23149492e-01
    1.39611330e-02  -1.20293114e-01   2.19070471e-01  -7.82564535e-02
    1.87806374e-01   1.34269124e-02]
 [ -8.04158715e-02  -2.57852423e-01   1.64592306e-01  -3.87422291e-01
   -3.90667755e-01   1.55453827e-01   1.73024270e-01  -1.30129249e-01
   -5.89458631e-02   1.33841008e-01]]
[[ 0.61359788]
 [ 1.81515116]
 [ 0.21131178]
 [ 0.90032869]
 [-2.88066144]
 [-0.32094579]
 [-1.86633396]
 [ 0.05636261]
 [ 0.68117447]
 [ 0.85914001]]
Progress: 62.0% ... Training loss: 0.255 ... Validation loss: 0.437[[  1.92524850e-01   3.77924526e-01  -9.26711273e-02   1.37465967e-01
   -3.37363942e-01  -8.09936067e-02  -1.26572845e-01   1.20088419e-01
   -2.20906336e-02   2.60707678e-01]
 [  6.53719287e-03   1.06437167e-01  -2.16707923e-02   3.97508242e-02
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    1.38832295e-01  -3.36337002e-02]
 [  2.23687116e-01   7.26654786e-01   1.37128986e-02  -4.27274979e-02
    8.97522436e-01  -2.91488745e-02  -1.04442876e+00  -4.19198648e-02
    7.96140335e-02   3.19705799e-01]
 [  5.88362705e-02  -4.70329718e-01  -1.86117836e-01   2.52926585e-01
   -6.03315724e-02   1.23887103e-01   2.76308320e-01   6.55443216e-02
    1.44608438e-01   3.36011352e-01]
 [ -4.67847768e-02   4.03570192e-02  -1.49718949e-01   3.83379636e-02
   -1.23764892e-01  -1.77067041e-01   1.53450634e-01  -1.15917168e-01
   -1.96703171e-01  -6.74191943e-02]
 [ -4.08745500e-01  -6.85727725e-01  -3.07964124e-01   1.27868348e-01
   -3.16213567e-01   4.62131786e-02   4.02185332e-01  -4.25145657e-02
   -5.13154017e-02  -5.98127409e-02]
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   -1.18578475e-01  -4.54402391e-02   9.30012237e-02   1.14096391e-01
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   -1.76398572e-02   4.71159483e-02]
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   -1.73015970e-01  -2.13601287e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.90940715e-01  -3.44908754e-01   9.21496412e-02   2.05866337e-01
   -1.90167642e-01  -6.10445151e-02   1.10302127e-01  -2.62410825e-01
   -2.87031258e-01  -1.06555701e-01]
 [  8.25758796e-02  -2.42181353e-01  -2.95175442e-02   8.98913472e-02
   -5.95425801e-02  -8.15928194e-02   2.94585558e-01   2.46037037e-04
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   -7.29372542e-02   8.36200810e-02  -9.65375455e-03  -2.10261725e-02
   -9.55572695e-02  -1.12415837e-02]
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   -1.58113416e-02   1.32810585e-01   2.97292855e-03  -2.51089494e-01
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 [  7.17381596e-02  -5.39708399e-03   8.99616391e-02   9.56468123e-02
   -5.09962196e-02  -2.01577301e-02   1.56380505e-01   1.20037580e-01
   -1.70089607e-02  -4.58980344e-02]
 [  7.31422072e-03  -1.64910727e-01  -2.95327094e-01  -5.99651585e-02
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 [  6.04424520e-02  -5.09609865e-02  -1.10926478e-01   6.84059612e-02
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   -1.77443218e-01  -3.76876461e-01]
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 [  1.13241310e-02  -5.53496396e-01  -4.45252453e-02  -1.06919481e-01
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   -3.65224164e-01  -2.20665444e-01]
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   -7.17309479e-02   8.58391448e-02]
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   -9.10326588e-02  -1.36612865e-01]
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   -2.61471981e-01  -2.93936307e-02]
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   -2.43923675e-02  -1.35150902e-01]
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   -9.11266323e-02   6.12530525e-02  -1.43466784e-01   2.79238138e-01
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 [  3.68189193e-01   3.82937672e-01  -7.54361706e-02   3.19554612e-01
   -8.83138457e-01  -2.91472140e-01  -5.24285744e-01   1.78100040e-01
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 [  5.47085438e-02   1.14316357e-01   2.56775818e-01   2.53603631e-01
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   -1.31090394e-01  -2.81624763e-01]
 [  1.92877347e-02  -1.02724094e-01  -1.22308157e-01  -6.30359784e-02
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 [  1.17511868e-02  -3.08198135e-02  -6.48897011e-02  -4.05934805e-02
   -4.45883376e-02  -1.84929130e-01   4.04634982e-02   1.04537359e-02
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   -2.01218809e-01  -1.37583106e-01   7.31665831e-02   3.88727276e-02
   -1.88995461e-01   1.04653268e-01]
 [  8.29738461e-02   8.22301312e-02   1.09700661e-01   1.55901385e-02
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   -9.68474958e-03  -7.87578528e-02]
 [ -8.57154719e-03   1.25224882e-01   8.44632692e-02  -3.61338972e-02
   -5.61637114e-02   1.78531814e-01   5.95244590e-02   1.17713853e-01
   -2.30906076e-02   1.69757907e-01]
 [  2.23231864e-01   9.81808213e-02   2.79001756e-02   7.49261034e-02
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   -5.81729487e-02  -2.51425142e-02]
 [  5.10400628e-02   5.98376027e-02   1.94576281e-02   4.94245484e-02
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 [  6.93983423e-02   4.99289186e-01   1.31615579e-01   4.59362799e-01
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 [  2.39104811e-01   3.35023654e-01   2.44218329e-01   1.44165924e-01
   -5.94862485e-01   8.29694562e-02  -2.22576465e-01   1.61341090e-01
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   -4.07362272e-02   4.08029854e-02]
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   -2.84007882e-01  -1.03354525e-01]
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   -2.12411318e-01   2.69830438e-02]
 [  7.08082329e-03  -4.46093150e-01  -1.29189280e-01  -1.65924016e-01
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   -1.68623934e-01  -2.25939453e-01]
 [  5.31416786e-02  -3.31706607e-01  -1.81006949e-01  -1.03699414e-01
   -2.52583579e-01  -1.70164121e-02   2.17564954e-01  -1.64144301e-01
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 [ -9.64906508e-02  -4.12812424e-03   2.73471084e-01   3.29008972e-02
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   -8.40021104e-02  -2.63199179e-02]
 [ -3.22009260e-01  -1.22563200e-02   2.44101619e-02   1.06643507e-02
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   -5.43358268e-02   1.05903965e-01]
 [  1.63444737e-01  -2.35213783e-02  -2.24303707e-01  -3.96749062e-02
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    2.63749416e-02  -1.52467629e-01]
 [  2.34074715e-01  -2.22934871e-01   7.36102427e-02   1.12966212e-02
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    1.37305576e-01  -1.42337076e-01]
 [ -9.32956104e-02  -8.15441793e-02   1.25341079e-01   1.22873015e-01
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    1.87416622e-01   1.30484899e-02]
 [ -8.03265513e-02  -2.57210087e-01   1.64617390e-01  -3.87447225e-01
   -3.92281835e-01   1.55429559e-01   1.72418667e-01  -1.30127735e-01
   -5.89031693e-02   1.33794991e-01]]
[[ 0.62358792]
 [ 1.82388013]
 [ 0.22069593]
 [ 0.90949036]
 [-2.86978704]
 [-0.31264553]
 [-1.86024791]
 [ 0.06613579]
 [ 0.69057712]
 [ 0.87116721]]
Progress: 62.1% ... Training loss: 0.252 ... Validation loss: 0.434[[  1.89624021e-01   3.71413038e-01  -9.37116008e-02   1.33068931e-01
   -3.23869074e-01  -7.94615027e-02  -1.20091268e-01   1.19767534e-01
   -2.52952027e-02   2.56974606e-01]
 [  6.00131112e-03   1.04776281e-01  -2.18476233e-02   3.89996265e-02
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    1.38283254e-01  -3.42487283e-02]
 [  2.23659604e-01   7.25180123e-01   1.37138467e-02  -4.28317142e-02
    9.02930276e-01  -2.92170171e-02  -1.04287832e+00  -4.19124337e-02
    7.96025182e-02   3.19751017e-01]
 [  6.10621586e-02  -4.66248163e-01  -1.85332582e-01   2.56477078e-01
   -6.95271671e-02   1.22872692e-01   2.71129467e-01   6.57648196e-02
    1.46936974e-01   3.38992954e-01]
 [ -4.75175607e-02   4.02906939e-02  -1.50027350e-01   3.70791879e-02
   -1.18748982e-01  -1.76715751e-01   1.54604024e-01  -1.15973366e-01
   -1.97385784e-01  -6.80778043e-02]
 [ -4.08896737e-01  -6.85416014e-01  -3.08065914e-01   1.27434417e-01
   -3.16380178e-01   4.63660031e-02   4.01540664e-01  -4.25404795e-02
   -5.15525764e-02  -6.00123530e-02]
 [ -7.53612979e-03  -3.25402939e-01   8.24628259e-03   8.32963052e-02
   -9.36057027e-02  -7.13286982e-02   1.87594518e-01  -1.93450706e-01
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 [  1.03092308e-01  -3.62158052e-01   2.67864918e-02  -8.47514632e-02
   -1.18539767e-01  -4.54193339e-02   9.28408642e-02   1.14090303e-01
    7.42031667e-02  -2.44053986e-02]
 [ -1.76927226e-01  -2.23091478e-01  -3.01432867e-01  -1.83437100e-02
   -1.51367322e-01   6.60528454e-02  -5.07310662e-02  -3.04874166e-02
    2.75332704e-01  -1.30091526e-01]
 [  2.16605370e-02  -4.88919859e-01   6.50890312e-02  -6.70452960e-02
   -4.25028131e-01  -1.01810798e-01   2.02377808e-01  -1.17698571e-01
   -1.96231394e-02   4.49245711e-02]
 [ -7.81282994e-02  -2.01460160e-01   7.45637089e-03  -1.21266664e-01
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 [ -9.35357522e-02  -8.19388168e-02   1.25259126e-01   1.22497605e-01
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 [ -8.06600136e-02  -2.57434672e-01   1.64512149e-01  -3.87950174e-01
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[[ 0.61614633]
 [ 1.81609968]
 [ 0.21160124]
 [ 0.90168034]
 [-2.87543389]
 [-0.31893098]
 [-1.86840199]
 [ 0.05981232]
 [ 0.68372883]
 [ 0.86370479]]
Progress: 62.1% ... Training loss: 0.253 ... Validation loss: 0.438[[  1.89932738e-01   3.69838485e-01  -9.36037298e-02   1.33606742e-01
   -3.24197414e-01  -7.95986307e-02  -1.18163887e-01   1.19796308e-01
   -2.49057382e-02   2.57549414e-01]
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 [  2.22997353e-01   7.23138546e-01   1.34781785e-02  -4.39671238e-02
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    7.89446571e-02   3.19154241e-01]
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   -6.42235113e-02   1.23904753e-01   2.73378640e-01   6.55612513e-02
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   -5.00990927e-02  -5.82937840e-02]
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   -1.73361850e-01  -2.13847854e-01]
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   -1.77941185e-01  -3.77471073e-01]
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 [  5.48126719e-02   1.14176072e-01   2.56821959e-01   2.53766559e-01
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   -1.30960208e-01  -2.81481531e-01]
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 [  2.86443817e-02   1.02329768e-01   2.42967825e-01   7.00192447e-02
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   -1.89750994e-01   1.03765507e-01]
 [  8.34336514e-02   8.34526675e-02   1.09884128e-01   1.63062124e-02
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   -9.07900978e-03  -7.79545092e-02]
 [ -7.64630585e-03   1.27389587e-01   8.47460441e-02  -3.49213469e-02
   -5.95186338e-02   1.78074202e-01   5.71439285e-02   1.17804242e-01
   -2.20925611e-02   1.71036939e-01]
 [  2.23076106e-01   9.75702373e-02   2.78221519e-02   7.46429059e-02
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   -5.84121032e-02  -2.54696553e-02]
 [  5.01704416e-02   5.77004543e-02   1.91597472e-02   4.81872336e-02
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 [  2.38612499e-01   3.33829780e-01   2.44036380e-01   1.43428476e-01
   -5.93600713e-01   8.32161364e-02  -2.21273662e-01   1.61289066e-01
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   -2.12712137e-01   2.65966679e-02]
 [  6.63234393e-03  -4.47368796e-01  -1.29347119e-01  -1.66608323e-01
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   -1.69120888e-01  -2.26514369e-01]
 [  5.40884288e-02  -3.30706027e-01  -1.80749707e-01  -1.02517216e-01
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 [ -9.64134367e-02  -4.37001775e-03   2.73517749e-01   3.29903985e-02
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   -8.39820460e-02  -2.61482803e-02]
 [ -3.21924742e-01  -1.28728879e-02   2.44361423e-02   1.07926576e-02
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   -5.42857408e-02   1.06001454e-01]
 [  1.62086848e-01  -2.69867579e-02  -2.24760275e-01  -4.16110737e-02
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    2.49363228e-02  -1.54372429e-01]
 [  2.34795944e-01  -2.22064505e-01   7.38190948e-02   1.22544644e-02
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    1.38148413e-01  -1.41257166e-01]
 [ -9.38687731e-02  -8.30079191e-02   1.25142643e-01   1.21982765e-01
    1.66703574e-02  -1.19858567e-01   2.20723375e-01  -7.83406285e-02
    1.86697700e-01   1.21594586e-02]
 [ -8.15164934e-02  -2.59486357e-01   1.64228254e-01  -3.89138186e-01
   -3.92321760e-01   1.56042895e-01   1.75016633e-01  -1.30248521e-01
   -6.01880179e-02   1.32368242e-01]]
[[ 0.61774305]
 [ 1.81762929]
 [ 0.21477613]
 [ 0.90324003]
 [-2.87192637]
 [-0.31439776]
 [-1.86369642]
 [ 0.0633427 ]
 [ 0.68541227]
 [ 0.86440303]]
Progress: 62.2% ... Training loss: 0.252 ... Validation loss: 0.437[[  1.92733446e-01   3.75787235e-01  -9.26691999e-02   1.37379522e-01
   -3.31816613e-01  -8.08171131e-02  -1.23786777e-01   1.20068309e-01
   -2.18421151e-02   2.61279629e-01]
 [  6.31055533e-03   1.05748442e-01  -2.17461022e-02   3.94599776e-02
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    1.38562744e-01  -3.38057268e-02]
 [  2.24646889e-01   7.24233130e-01   1.40152400e-02  -4.16872181e-02
    8.90987994e-01  -2.96926991e-02  -1.04183133e+00  -4.18228838e-02
    8.07780474e-02   3.21178502e-01]
 [  5.57338419e-02  -4.76481409e-01  -1.87178372e-01   2.49266130e-01
   -5.46224260e-02   1.25475841e-01   2.79422218e-01   6.52141462e-02
    1.40732642e-01   3.32139838e-01]
 [ -4.67947763e-02   4.18120396e-02  -1.49712495e-01   3.84091656e-02
   -1.20132710e-01  -1.76854034e-01   1.54491261e-01  -1.15884936e-01
   -1.96455551e-01  -6.76416880e-02]
 [ -4.06758131e-01  -6.81587364e-01  -3.07370118e-01   1.30359290e-01
   -3.20409795e-01   4.53432547e-02   3.97132900e-01  -4.23340195e-02
   -4.93079674e-02  -5.72245503e-02]
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   -9.62527809e-02  -7.14645094e-02   1.86812995e-01  -1.93394156e-01
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   -1.23271916e-01  -4.58451239e-02   9.24035866e-02   1.14163283e-01
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   -1.54889073e-01   6.57152739e-02  -5.24816493e-02  -3.04286705e-02
    2.75923590e-01  -1.29300142e-01]
 [  2.55960980e-02  -4.83766524e-01   6.63746955e-02  -6.18702622e-02
   -4.35578523e-01  -1.03617912e-01   1.96041791e-01  -1.17329483e-01
   -1.53326577e-02   5.00498638e-02]
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   -2.15555517e-01   4.36401263e-03   2.58110452e-01  -1.02499666e-01
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   -1.73783480e-01  -2.14372974e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91424935e-01  -3.45207970e-01   9.19752869e-02   2.05135969e-01
   -1.89040233e-01  -6.07304599e-02   1.10951336e-01  -2.62472459e-01
   -2.87670942e-01  -1.07370569e-01]
 [  8.30380815e-02  -2.41169576e-01  -2.93598303e-02   9.05687290e-02
   -6.06741427e-02  -8.17888752e-02   2.93513208e-01   2.88647170e-04
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 [  3.13136843e-02  -1.40837391e-01  -2.12986575e-01   1.38265822e-01
   -7.79522131e-02   8.26321141e-02  -1.44017042e-02  -2.08040008e-02
   -9.31449496e-02  -8.05441854e-03]
 [ -1.19154743e-01  -1.05751412e-01  -2.00878277e-01   1.60519246e-01
   -1.41342888e-02   1.32940974e-01   3.54910767e-03  -2.51111325e-01
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 [ -5.55660902e-02  -7.79618373e-02   2.80093974e-01   1.17795257e-01
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 [  7.09027808e-02  -7.99080687e-03   8.96809267e-02   9.44447127e-02
   -4.74307756e-02  -1.97258470e-02   1.58669824e-01   1.19950154e-01
   -1.78545028e-02  -4.68191802e-02]
 [  7.08818614e-03  -1.67194836e-01  -2.95448454e-01  -6.06780402e-02
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    1.01581789e-01  -4.17307631e-02]
 [  6.10900493e-02  -4.89220900e-02  -1.10695075e-01   6.93569076e-02
   -2.29547917e-01   3.13319197e-01   2.70957557e-01   2.05045212e-01
   -1.41575225e-01  -3.79925367e-02]
 [  1.48287215e-02   1.35631406e-03   1.27190131e-01   1.29117637e-01
   -1.51106905e-03   1.00113576e-01  -8.59098408e-02  -4.09648037e-02
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 [  1.07810259e-01   6.65473890e-02  -4.47952360e-02  -1.02708904e-01
   -1.28289821e-01  -3.28784152e-01   1.43605037e-01   7.66966360e-03
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 [ -1.66277286e-01  -1.42177531e-01  -2.05920104e-01  -2.94367950e-02
   -3.45491945e-01   3.05004370e-03   7.80371239e-02  -2.64359496e-02
   -1.76149638e-02   2.98805370e-02]
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   -1.77864501e-01  -3.77379451e-01]
 [ -1.89106478e-02  -4.94875430e-01  -3.22731858e-02  -7.62107555e-02
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    2.74517179e-02  -3.93072968e-01]
 [  1.15860889e-02  -5.53514685e-01  -4.44454882e-02  -1.06566043e-01
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   -3.64965381e-01  -2.20388165e-01]
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   -7.18171406e-02   8.58524837e-02]
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   -9.09873271e-02  -1.36535834e-01]
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   -2.61721478e-01  -2.97019487e-02]
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   -2.38982416e-02  -1.34457059e-01]
 [  8.75957964e-02   2.53128756e-01   1.54950430e-01  -1.23514627e-01
   -9.38294277e-02   6.08564288e-02  -1.44835604e-01   2.79298685e-01
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 [  3.69336819e-01   3.84456014e-01  -7.51028824e-02   3.20770011e-01
   -8.82575139e-01  -2.91833199e-01  -5.26764340e-01   1.78211605e-01
    4.08731945e-01   4.28263431e-03]
 [  5.48576046e-02   1.14377749e-01   2.56838542e-01   2.53837460e-01
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   -1.30908111e-01  -2.81408352e-01]
 [  1.84353975e-02  -1.05020074e-01  -1.22619642e-01  -6.43204661e-02
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 [  1.25893730e-02  -2.86789876e-02  -6.45922076e-02  -3.93842969e-02
   -4.77421398e-02  -1.85389081e-01   3.78787840e-02   1.05356943e-02
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 [  2.91285326e-02   1.03688880e-01   2.43129498e-01   7.06924869e-02
   -2.00131323e-01  -1.37505402e-01   7.35312708e-02   3.88549724e-02
   -1.89218595e-01   1.04432655e-01]
 [  8.40576962e-02   8.51373153e-02   1.10098782e-01   1.71982708e-02
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   -8.40250255e-03  -7.70810876e-02]
 [ -7.89001852e-03   1.26716554e-01   8.46509621e-02  -3.53673446e-02
   -5.81514989e-02   1.78201079e-01   5.79552119e-02   1.17778146e-01
   -2.23736075e-02   1.70699633e-01]
 [  2.23635392e-01   9.91385540e-02   2.80170329e-02   7.54790196e-02
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   -5.77817082e-02  -2.46881333e-02]
 [  5.00663332e-02   5.74469206e-02   1.91262414e-02   4.80412482e-02
   -4.70450970e-01  -1.25970712e-01  -2.48516730e-01   4.12607140e-02
    1.22785581e-01   1.98732290e-01]
 [  6.85620531e-02   4.97125876e-01   1.31406726e-01   4.58341992e-01
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   -5.93244047e-01   8.33381884e-02  -2.20846869e-01   1.61262298e-01
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 [ -8.12266984e-02   2.38246374e-01   2.38150004e-01   5.63451108e-03
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   -4.08649535e-02   4.06562121e-02]
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   -2.84473788e-01  -1.03878754e-01]
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   -2.12849143e-01   2.64977714e-02]
 [  6.47890451e-03  -4.47743933e-01  -1.29402815e-01  -1.66847932e-01
    3.74407332e-01   2.63249480e-02   2.09939270e-01   1.51745167e-01
   -1.69293590e-01  -2.26716458e-01]
 [  5.47624470e-02  -3.28676757e-01  -1.80512199e-01  -1.01518624e-01
   -2.60361219e-01  -1.77387044e-02   2.13100986e-01  -1.64007378e-01
    6.10793742e-02  -2.43631659e-01]
 [ -9.61735359e-02  -3.59205853e-03   2.73585947e-01   3.33504198e-02
    1.45340206e-01   6.62580509e-02   6.56561906e-02  -2.94517459e-01
   -8.37770621e-02  -2.57973495e-02]
 [ -3.20772353e-01  -1.08369852e-02   2.48371757e-02   1.24819897e-02
    1.43249678e-01  -1.89842877e-01   6.84915874e-03   2.35840828e-01
   -5.29788773e-02   1.07321090e-01]
 [  1.62025596e-01  -2.69269181e-02  -2.24752798e-01  -4.15582962e-02
    8.60112955e-02  -3.11157000e-01   7.22911741e-02  -1.64369287e-01
    2.48889947e-02  -1.54447309e-01]
 [  2.34950858e-01  -2.21589552e-01   7.38633297e-02   1.24600139e-02
    8.18396773e-02  -5.10268158e-02   3.22551417e-02  -1.34302862e-01
    1.38294510e-01  -1.41050874e-01]
 [ -9.31406059e-02  -8.22487342e-02   1.25365607e-01   1.22794884e-01
    1.46199132e-02  -1.20202703e-01   2.19565434e-01  -7.82710945e-02
    1.87367676e-01   1.30746039e-02]
 [ -8.11594026e-02  -2.59276183e-01   1.64345155e-01  -3.88768725e-01
   -3.92988456e-01   1.55851749e-01   1.74983158e-01  -1.30218147e-01
   -5.96848485e-02   1.33149063e-01]]
[[ 0.62972859]
 [ 1.83067071]
 [ 0.22535283]
 [ 0.91537189]
 [-2.86673277]
 [-0.3074748 ]
 [-1.85537852]
 [ 0.07253451]
 [ 0.69697123]
 [ 0.87583304]]
Progress: 62.2% ... Training loss: 0.255 ... Validation loss: 0.433[[  1.91634179e-01   3.72645909e-01  -9.30498426e-02   1.35868332e-01
   -3.24187616e-01  -8.02028197e-02  -1.20532530e-01   1.19928745e-01
   -2.30692262e-02   2.59944015e-01]
 [  6.26758466e-03   1.05679541e-01  -2.17626746e-02   3.93910420e-02
    9.35927472e-02  -3.94226651e-03   3.54190909e-01   4.00625319e-02
    1.38511594e-01  -3.38661094e-02]
 [  2.23059075e-01   7.17851726e-01   1.34490916e-02  -4.39740629e-02
    8.98708120e-01  -2.89202855e-02  -1.03977207e+00  -4.20338709e-02
    7.86629537e-02   3.19106196e-01]
 [  5.79521664e-02  -4.68214046e-01  -1.86322024e-01   2.53489957e-01
   -6.87986986e-02   1.24275785e-01   2.72320762e-01   6.55246769e-02
    1.43508819e-01   3.35412529e-01]
 [ -4.67692848e-02   4.08498883e-02  -1.49790057e-01   3.86345911e-02
   -1.17888888e-01  -1.76847394e-01   1.55634287e-01  -1.15878216e-01
   -1.96463711e-01  -6.75350608e-02]
 [ -4.07341175e-01  -6.82204807e-01  -3.07611005e-01   1.29347324e-01
   -3.17684352e-01   4.56795954e-02   3.98263274e-01  -4.24099193e-02
   -4.99816383e-02  -5.81358634e-02]
 [ -9.25992053e-03  -3.31530564e-01   7.61947217e-03   8.09738778e-02
   -8.88004041e-02  -7.03384326e-02   1.91953872e-01  -1.93661968e-01
    1.95786003e-01   4.70827797e-02]
 [  1.02759358e-01  -3.64364160e-01   2.66525731e-02  -8.53676700e-02
   -1.18986701e-01  -4.52838197e-02   9.31827825e-02   1.14014956e-01
    7.36119815e-02  -2.50631059e-02]
 [ -1.76306830e-01  -2.21167321e-01  -3.01184892e-01  -1.73218584e-02
   -1.56518717e-01   6.57530237e-02  -5.18772531e-02  -3.04290281e-02
    2.75938419e-01  -1.29312971e-01]
 [  2.23589023e-02  -4.91436442e-01   6.52046311e-02  -6.68723203e-02
   -4.24324150e-01  -1.01935508e-01   2.02841977e-01  -1.17738485e-01
   -1.90699077e-02   4.52750762e-02]
 [ -7.69246107e-02  -1.99211563e-01   7.87496100e-03  -1.19458119e-01
   -2.15021407e-01   4.32695483e-03   2.58052041e-01  -1.02485655e-01
    7.37473220e-03  -9.72600276e-02]
 [ -1.38162402e-01  -3.08392754e-01  -7.33581425e-02   1.59514093e-02
    2.17129711e-01   1.04453330e-01   2.51444530e-01  -1.78119436e-02
   -1.74689085e-01  -2.15474530e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91664497e-01  -3.45553837e-01   9.18798428e-02   2.04762440e-01
   -1.88499773e-01  -6.06026045e-02   1.11317432e-01  -2.62502603e-01
   -2.87952324e-01  -1.07691241e-01]
 [  8.31964145e-02  -2.40400650e-01  -2.93189467e-02   9.07232233e-02
   -6.00605472e-02  -8.18391352e-02   2.93245376e-01   3.05783840e-04
    6.62939712e-03  -2.34630021e-02]
 [  3.01696337e-02  -1.43401267e-01  -2.13381373e-01   1.36669733e-01
   -7.47312327e-02   8.31775406e-02  -1.16785023e-02  -2.09336961e-02
   -9.43817161e-02  -9.61504621e-03]
 [ -1.19325474e-01  -1.05562430e-01  -2.00939161e-01   1.60322105e-01
   -1.35705719e-02   1.33037449e-01   3.29903925e-03  -2.51132662e-01
    7.50585908e-02  -1.89055088e-01]
 [ -5.66050642e-02  -8.11635232e-02   2.79755753e-01   1.16451889e-01
    6.07623175e-02  -6.75619249e-02  -1.04873636e-01   1.21046675e-01
    9.00259594e-02   6.36303696e-02]
 [  7.06868601e-02  -8.72101384e-03   8.95907799e-02   9.40997304e-02
   -4.64035505e-02  -1.96131604e-02   1.59354053e-01   1.19923107e-01
   -1.81073616e-02  -4.71368636e-02]
 [  6.38962259e-03  -1.68716243e-01  -2.95722518e-01  -6.17068587e-02
    3.20156615e-02  -8.99154393e-02   8.59894391e-02   1.61318847e-01
    1.00763234e-01  -4.27114120e-02]
 [  6.05287151e-02  -4.96534805e-02  -1.10854571e-01   6.86532064e-02
   -2.27463501e-01   3.13572231e-01   2.71386326e-01   2.04980706e-01
   -1.42204841e-01  -3.87383863e-02]
 [  1.53084197e-02   2.01357326e-03   1.27368446e-01   1.29767250e-01
   -2.79867298e-03   9.99333555e-02  -8.66714682e-02  -4.09134102e-02
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 [  1.07926719e-01   6.67079900e-02  -4.47696079e-02  -1.02542121e-01
   -1.29045158e-01  -3.28835309e-01   1.43403246e-01   7.68177449e-03
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 [ -1.09794631e-01  -1.07493360e-01  -1.78202802e-02   1.56063812e-02
   -9.06872573e-02  -2.03773228e-01  -1.68228874e-02  -2.09860117e-02
    1.56904917e-02   1.20214642e-01]
 [ -1.67018602e-01  -1.43512178e-01  -2.06206652e-01  -3.06000033e-02
   -3.44328156e-01   3.44243982e-03   7.96610904e-02  -2.65290342e-02
   -1.84322368e-02   2.87741093e-02]
 [ -2.78337566e-02  -1.72577909e-01  -7.41320954e-02  -1.20967616e-01
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   -1.77947277e-01  -3.77477652e-01]
 [ -1.86652475e-02  -4.94630830e-01  -3.21862006e-02  -7.58634983e-02
    6.60880806e-01   1.00796860e-01   6.07820295e-01   9.10690299e-02
    2.76966534e-02  -3.92730476e-01]
 [  1.15833367e-02  -5.53492003e-01  -4.44364526e-02  -1.06570957e-01
    6.74937741e-01   2.22732132e-02   5.75835076e-01   4.83757049e-02
   -3.64946820e-01  -2.20393151e-01]
 [ -1.77399220e-01  -6.78882600e-01  -1.20047997e-02  -2.08046241e-01
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   -7.17503144e-02   8.59774982e-02]
 [ -3.04399420e-01  -5.09732899e-01   5.38345583e-02  -5.05199503e-02
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   -9.10598337e-02  -1.36646239e-01]
 [ -2.13714015e-01  -3.75119321e-01   2.49624669e-01  -2.47343063e-01
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   -2.61631467e-01  -2.95804984e-02]
 [ -1.46407822e-01  -2.71038831e-01  -1.86574063e-01  -1.20698362e-01
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   -2.44997938e-02  -1.35196706e-01]
 [  8.81034728e-02   2.54750300e-01   1.55159508e-01  -1.22666650e-01
   -9.64072997e-02   6.05721684e-02  -1.46528175e-01   2.79361390e-01
    4.80340558e-02   1.55082770e-01]
 [  3.69196911e-01   3.85393346e-01  -7.51246887e-02   3.20774415e-01
   -8.82721776e-01  -2.91789862e-01  -5.26751479e-01   1.78206629e-01
    4.08701390e-01   4.13773230e-03]
 [  5.48436854e-02   1.14295472e-01   2.56831027e-01   2.53811824e-01
   -3.98549929e-02  -2.00281209e-01  -1.83795259e-01  -1.32600034e-01
   -1.30929224e-01  -2.81453911e-01]
 [  1.84061476e-02  -1.05171855e-01  -1.22653195e-01  -6.43850613e-02
    2.23147284e-01   4.09560278e-02  -4.62099013e-03  -1.86238061e-01
    2.46803463e-02   1.97116295e-01]
 [  1.23295835e-02  -2.94243730e-02  -6.46847884e-02  -3.97654569e-02
   -4.65871119e-02  -1.85282980e-01   3.86397940e-02   1.05071033e-02
    4.45248071e-02   1.39099060e-02]
 [  2.89307364e-02   1.03334397e-01   2.43055923e-01   7.04213254e-02
   -1.99394229e-01  -1.37432210e-01   7.38796795e-02   3.88322633e-02
   -1.89438266e-01   1.04149462e-01]
 [  8.32259644e-02   8.28278768e-02   1.09776985e-01   1.58271947e-02
   -2.46315409e-01   6.21907285e-02  -1.40374597e-03  -2.70952709e-01
   -9.42503052e-03  -7.83978356e-02]
 [ -8.46093815e-03   1.25525797e-01   8.44405314e-02  -3.61898842e-02
   -5.62632679e-02   1.78501811e-01   5.86910882e-02   1.17702549e-01
   -2.30600798e-02   1.69834523e-01]
 [  2.23136734e-01   9.77214119e-02   2.78308346e-02   7.47128303e-02
    1.30244894e-02  -2.50483773e-02  -2.23260629e-01   1.47758044e-01
   -5.83512275e-02  -2.53744502e-02]
 [  4.97046977e-02   5.66178165e-02   1.89816765e-02   4.74797483e-02
   -4.69353917e-01  -1.25791219e-01  -2.47927019e-01   4.12158889e-02
    1.22331849e-01   1.98219695e-01]
 [  6.86730525e-02   4.96882692e-01   1.31456433e-01   4.58705488e-01
   -1.42004681e+00  -3.02993540e-01  -5.43839993e-01  -6.99367478e-02
    3.14052970e-01   3.57969437e-01]
 [  1.73705550e-01   4.81289750e-01   6.75511632e-02   4.33921226e-01
   -1.18661463e+00  -7.92565753e-02  -4.05811514e-01   1.50689199e-01
    2.17373754e-01   4.72635529e-01]
 [  2.37979229e-01   3.32356807e-01   2.43770482e-01   1.42474343e-01
   -5.92359095e-01   8.35570418e-02  -2.19796925e-01   1.61211427e-01
    2.36613421e-01   7.33858168e-02]
 [ -8.12883776e-02   2.38108007e-01   2.38126606e-01   5.54009965e-03
   -8.29711984e-02   1.34591487e-01  -1.05239970e-01  -1.61413024e-02
   -4.09367747e-02   4.05647281e-02]
 [ -1.08716713e-01   3.97250731e-03   2.05742887e-02   7.89165596e-02
   -6.00933336e-02   1.20349161e-01   2.34776311e-01   1.86307693e-02
   -2.84786232e-01  -1.04276407e-01]
 [ -2.27478621e-01  -5.94406055e-02  -9.62109664e-02  -3.51917215e-01
    1.99769706e-01   1.21103693e-01   1.23431929e-01   1.02470174e-01
   -2.12744710e-01   2.66350993e-02]
 [  6.12509757e-03  -4.48400546e-01  -1.29533952e-01  -1.67402903e-01
    3.75542639e-01   2.65126967e-02   2.10631072e-01   1.51702093e-01
   -1.69705755e-01  -2.27209329e-01]
 [  5.43190804e-02  -3.29391572e-01  -1.80686079e-01  -1.02233136e-01
   -2.59216446e-01  -1.74951149e-02   2.14052173e-01  -1.64063097e-01
    6.05415573e-02  -2.44243387e-01]
 [ -9.72497065e-02  -6.72396914e-03   2.73209009e-01   3.20597552e-02
    1.50072428e-01   6.67956402e-02   6.85876781e-02  -2.94639000e-01
   -8.49490367e-02  -2.71829417e-02]
 [ -3.21743598e-01  -1.37694823e-02   2.44723907e-02   1.10812411e-02
    1.46730184e-01  -1.89386554e-01   9.30844157e-03   2.35726777e-01
   -5.40589562e-02   1.05972084e-01]
 [  1.63236081e-01  -2.41612353e-02  -2.24327006e-01  -3.97755490e-02
    8.25975098e-02  -3.11731664e-01   6.97686829e-02  -1.64228490e-01
    2.62469894e-02  -1.52830543e-01]
 [  2.34679307e-01  -2.22358321e-01   7.37653016e-02   1.19790784e-02
    8.35698712e-02  -5.08914356e-02   3.22523659e-02  -1.34342294e-01
    1.37890042e-01  -1.41504514e-01]
 [ -9.36519411e-02  -8.30314983e-02   1.25163802e-01   1.21961499e-01
    1.60042501e-02  -1.19914727e-01   2.20163331e-01  -7.83438411e-02
    1.86740528e-01   1.22871627e-02]
 [ -8.31531830e-02  -2.62382184e-01   1.63679997e-01  -3.91613164e-01
   -3.89213311e-01   1.56827026e-01   1.78223415e-01  -1.30447852e-01
   -6.18410627e-02   1.30436344e-01]]
[[ 0.61673922]
 [ 1.81825228]
 [ 0.21019154]
 [ 0.9027931 ]
 [-2.87679227]
 [-0.32048565]
 [-1.86815532]
 [ 0.06033437]
 [ 0.68376149]
 [ 0.86155171]]
Progress: 62.3% ... Training loss: 0.253 ... Validation loss: 0.437[[  1.92423638e-01   3.74192266e-01  -9.27335664e-02   1.37191517e-01
   -3.29634325e-01  -8.06488120e-02  -1.21330101e-01   1.20031250e-01
   -2.20353787e-02   2.61192772e-01]
 [  6.39827832e-03   1.06138219e-01  -2.17087611e-02   3.96200460e-02
    9.27130992e-02  -4.02248670e-03   3.53911917e-01   4.00767919e-02
    1.38657477e-01  -3.37183779e-02]
 [  2.25578018e-01   7.23180351e-01   1.43048014e-02  -4.02622466e-02
    8.88318049e-01  -3.02423058e-02  -1.04553139e+00  -4.17824343e-02
    8.15495311e-02   3.22534286e-01]
 [  5.75212773e-02  -4.67631514e-01  -1.86505175e-01   2.52978236e-01
   -6.54646968e-02   1.24605573e-01   2.71545161e-01   6.54566011e-02
    1.43086409e-01   3.34953341e-01]
 [ -4.65442424e-02   4.11919255e-02  -1.49692913e-01   3.91353485e-02
   -1.16214770e-01  -1.77022589e-01   1.54589583e-01  -1.15835362e-01
   -1.96247906e-01  -6.70841900e-02]
 [ -4.07159035e-01  -6.81285897e-01  -3.07539555e-01   1.29672119e-01
   -3.19046091e-01   4.56050047e-02   3.98000878e-01  -4.23906415e-02
   -4.98372181e-02  -5.79192248e-02]
 [ -9.01318905e-03  -3.32143478e-01   7.69851146e-03   8.12472692e-02
   -9.35386910e-02  -7.04479449e-02   1.92517459e-01  -1.93622406e-01
    1.96089969e-01   4.72469027e-02]
 [  1.02797590e-01  -3.64398153e-01   2.66911444e-02  -8.51411083e-02
   -1.20155138e-01  -4.53616740e-02   9.31757853e-02   1.14024469e-01
    7.38050084e-02  -2.47781316e-02]
 [ -1.76885948e-01  -2.22462717e-01  -3.01334007e-01  -1.80310839e-02
   -1.54976948e-01   6.60312934e-02  -5.01000487e-02  -3.04789685e-02
    2.75449738e-01  -1.30003303e-01]
 [  2.28173452e-02  -4.90581371e-01   6.53800818e-02  -6.61855273e-02
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   -1.85012564e-02   4.58474373e-02]
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[[ 0.61806026]
 [ 1.82136884]
 [ 0.21273412]
 [ 0.90204476]
 [-2.87194023]
 [-0.32053701]
 [-1.87059388]
 [ 0.06168479]
 [ 0.68226014]
 [ 0.86426027]]
Progress: 62.4% ... Training loss: 0.252 ... Validation loss: 0.435[[  1.94578531e-01   3.79258595e-01  -9.18827421e-02   1.40605592e-01
   -3.35888315e-01  -8.17460599e-02  -1.26228590e-01   1.20263873e-01
   -1.93889437e-02   2.64307505e-01]
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 [  2.24948153e-01   7.22714235e-01   1.41832787e-02  -4.07934370e-02
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    8.12429373e-02   3.21929064e-01]
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   -1.73917259e-01  -2.14528267e-01]
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   -3.64358245e-01  -2.19677980e-01]
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   -9.46051492e-03  -7.84665209e-02]
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   -2.32672786e-02   1.69556404e-01]
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 [ -9.79283618e-02  -9.28733408e-03   2.73010076e-01   3.12095317e-02
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   -8.55142171e-02  -2.81527742e-02]
 [ -3.21367568e-01  -1.31353302e-02   2.45975773e-02   1.17222565e-02
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   -5.36158764e-02   1.06350436e-01]
 [  1.64982501e-01  -1.99692618e-02  -2.23592865e-01  -3.66986524e-02
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 [  2.35370674e-01  -2.21321739e-01   7.40385940e-02   1.33089305e-02
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    1.38844591e-01  -1.40412506e-01]
 [ -9.32329066e-02  -8.26674124e-02   1.25321111e-01   1.22466342e-01
    1.59096296e-02  -1.20142676e-01   2.19522989e-01  -7.82984977e-02
    1.87227842e-01   1.28330531e-02]
 [ -8.33371659e-02  -2.63592937e-01   1.63605290e-01  -3.92133551e-01
   -3.89743704e-01   1.57008048e-01   1.79009605e-01  -1.30476631e-01
   -6.22029442e-02   1.30095258e-01]]
[[ 0.62625342]
 [ 1.8281771 ]
 [ 0.21857684]
 [ 0.9107276 ]
 [-2.87008773]
 [-0.31475974]
 [-1.86077345]
 [ 0.06956812]
 [ 0.68977081]
 [ 0.87259704]]
Progress: 62.4% ... Training loss: 0.252 ... Validation loss: 0.433[[  1.94053978e-01   3.77226652e-01  -9.20679819e-02   1.39747565e-01
   -3.35054632e-01  -8.14448681e-02  -1.23728222e-01   1.20195232e-01
   -1.98991709e-02   2.63672887e-01]
 [  5.98552597e-03   1.04543872e-01  -2.18528295e-02   3.90765135e-02
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    1.38295732e-01  -3.42380695e-02]
 [  2.24133646e-01   7.20462697e-01   1.38500092e-02  -4.23127850e-02
    8.90054244e-01  -2.94854291e-02  -1.04354231e+00  -4.19322966e-02
    8.04649956e-02   3.20628408e-01]
 [  5.57585765e-02  -4.73155440e-01  -1.87213641e-01   2.50794089e-01
   -6.25783806e-02   1.25498557e-01   2.76736895e-01   6.52556051e-02
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 [ -4.35676810e-02   4.98196994e-02  -1.48587977e-01   4.37308817e-02
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   -1.92813041e-01  -6.31148899e-02]
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   -4.93914928e-02  -5.74334487e-02]
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   -1.67889843e-01   6.44122504e-02  -5.83619019e-02  -3.01257029e-02
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   -1.73116010e-01  -2.13452694e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
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   -1.89635011e-01  -6.08643972e-02   1.10890348e-01  -2.62446185e-01
   -2.87436611e-01  -1.07026122e-01]
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   -9.53285775e-02  -1.07646654e-02]
 [ -1.19545293e-01  -1.06991755e-01  -2.01020416e-01   1.59901779e-01
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   -1.80241591e-02  -4.70825304e-02]
 [  7.42072697e-03  -1.67141357e-01  -2.95382358e-01  -6.03151944e-02
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 [  6.13517857e-02  -4.75136106e-02  -1.10456559e-01   7.02674824e-02
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   -1.78414890e-01  -3.78084769e-01]
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 [  1.20158949e-02  -5.53011135e-01  -4.42808541e-02  -1.05889033e-01
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   -3.64465649e-01  -2.19811538e-01]
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   -9.10868842e-02  -1.36680956e-01]
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 [  3.65937275e-01   3.75458660e-01  -7.62937925e-02   3.15656178e-01
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 [  5.41415780e-02   1.12392746e-01   2.56594487e-01   2.52786348e-01
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   -1.88395516e-01   1.05625123e-01]
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   -5.75922278e-02  -2.44737984e-02]
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   -2.12494769e-01   2.69595110e-02]
 [  6.22370981e-03  -4.48397430e-01  -1.29502033e-01  -1.67257707e-01
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   -1.69588408e-01  -2.27034308e-01]
 [  5.31820822e-02  -3.31865197e-01  -1.81132765e-01  -1.04041785e-01
   -2.59135998e-01  -1.68770680e-02   2.17648504e-01  -1.64212726e-01
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 [ -9.85712616e-02  -1.08859060e-02   2.72791846e-01   3.02841457e-02
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   -8.62080334e-02  -2.90284907e-02]
 [ -3.20570404e-01  -1.13464754e-02   2.48904805e-02   1.28941317e-02
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   -5.27009278e-02   1.07221239e-01]
 [  1.65808843e-01  -1.81326552e-02  -2.23308591e-01  -3.54788777e-02
    7.22993880e-02  -3.13149360e-01   6.40570515e-02  -1.63917780e-01
    2.93900162e-02  -1.48889176e-01]
 [  2.36095901e-01  -2.20355914e-01   7.42832395e-02   1.43972621e-02
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    1.39636956e-01  -1.39509921e-01]
 [ -9.32270587e-02  -8.26097357e-02   1.25307690e-01   1.22431751e-01
    1.51860286e-02  -1.20125999e-01   2.19269779e-01  -7.83033921e-02
    1.87160304e-01   1.27890808e-02]
 [ -8.41874022e-02  -2.66226390e-01   1.63269044e-01  -3.93594582e-01
   -3.91150249e-01   1.57496931e-01   1.81690087e-01  -1.30586313e-01
   -6.29953001e-02   1.29215975e-01]]
[[ 0.62347436]
 [ 1.82682685]
 [ 0.2152826 ]
 [ 0.90825762]
 [-2.86522937]
 [-0.31585075]
 [-1.85696541]
 [ 0.06878678]
 [ 0.68753363]
 [ 0.86942465]]
Progress: 62.5% ... Training loss: 0.253 ... Validation loss: 0.434[[  1.94513274e-01   3.79202153e-01  -9.19483800e-02   1.40070981e-01
   -3.36004023e-01  -8.16225115e-02  -1.25307667e-01   1.20230297e-01
   -1.96482060e-02   2.64332492e-01]
 [  5.92885828e-03   1.04380924e-01  -2.18722069e-02   3.89965199e-02
    9.47016991e-02  -3.76988678e-03   3.55452536e-01   4.00288988e-02
    1.38233266e-01  -3.43142495e-02]
 [  2.26266146e-01   7.22002390e-01   1.45486453e-02  -3.92995150e-02
    8.87724885e-01  -3.05497083e-02  -1.04692195e+00  -4.17040111e-02
    8.25801679e-02   3.23168503e-01]
 [  5.51640224e-02  -4.75835856e-01  -1.87320876e-01   2.50131800e-01
   -6.14829701e-02   1.25786450e-01   2.79337002e-01   6.52105184e-02
    1.40479869e-01   3.32119948e-01]
 [ -4.27949907e-02   5.10387718e-02  -1.48341857e-01   4.47810470e-02
   -1.24658794e-01  -1.78869448e-01   1.44217080e-01  -1.15392376e-01
   -1.91846830e-01  -6.20389431e-02]
 [ -4.07547724e-01  -6.81601225e-01  -3.07687981e-01   1.29067453e-01
   -3.20610030e-01   4.57985650e-02   3.98657426e-01  -4.24376939e-02
   -5.03162124e-02  -5.84794333e-02]
 [ -8.23297769e-03  -3.31664190e-01   7.93886217e-03   8.21892617e-02
   -9.60523789e-02  -7.08418311e-02   1.91188669e-01  -1.93567119e-01
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 [  1.01220349e-01  -3.70634057e-01   2.61789660e-02  -8.73728338e-02
   -1.15801962e-01  -4.45275866e-02   9.81191292e-02   1.13842380e-01
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 [ -1.73232067e-01  -2.13198864e-01  -3.00095634e-01  -1.28532168e-02
   -1.68204389e-01   6.42816618e-02  -5.92978424e-02  -3.00951337e-02
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 [  2.46285486e-02  -4.87146793e-01   6.60315394e-02  -6.39367119e-02
   -4.37269067e-01  -1.02997794e-01   1.97641962e-01  -1.17525145e-01
   -1.61793394e-02   4.80126561e-02]
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   -2.13029711e-01   4.85688844e-03   2.62453501e-01  -1.02586174e-01
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   -1.73400683e-01  -2.13744992e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91427490e-01  -3.45221792e-01   9.19868083e-02   2.05176924e-01
   -1.89099959e-01  -6.07320859e-02   1.11269345e-01  -2.62478189e-01
   -2.87698963e-01  -1.07367481e-01]
 [  8.23050062e-02  -2.41633258e-01  -2.96517500e-02   8.94462919e-02
   -5.99016743e-02  -8.13816121e-02   2.94852553e-01   2.00950605e-04
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 [  2.97898892e-02  -1.44107299e-01  -2.13510870e-01   1.36148639e-01
   -7.49286686e-02   8.33729495e-02  -1.03934073e-02  -2.09773673e-02
   -9.48331182e-02  -1.01063437e-02]
 [ -1.19159116e-01  -1.06079978e-01  -2.00890871e-01   1.60385226e-01
   -1.45691622e-02   1.32914182e-01   3.09558886e-03  -2.51115845e-01
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 [ -5.55841847e-02  -8.03469729e-02   2.80063675e-01   1.17759521e-01
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 [  7.12886722e-02  -7.58466056e-03   8.98157693e-02   9.49628288e-02
   -4.98941625e-02  -1.99343414e-02   1.58326633e-01   1.19998525e-01
   -1.73884406e-02  -4.63248751e-02]
 [  6.24936813e-03  -1.70808497e-01  -2.95807497e-01  -6.20777920e-02
    3.23077763e-02  -8.97652893e-02   8.64627470e-02   1.61280820e-01
    1.00534055e-01  -4.32323426e-02]
 [  6.13569387e-02  -4.75154412e-02  -1.10450509e-01   7.02935321e-02
   -2.32512523e-01   3.12988882e-01   2.69510963e-01   2.05092318e-01
   -1.40981779e-01  -3.73064000e-02]
 [  1.40011940e-02  -1.59072898e-03   1.26895220e-01   1.27843499e-01
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 [  1.10634662e-01   7.35941814e-02  -4.38723624e-02  -9.87303510e-02
   -1.39434290e-01  -3.30135904e-01   1.36086293e-01   7.95951667e-03
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 [ -1.10432744e-01  -1.09097826e-01  -1.79923998e-02   1.48110240e-02
   -9.00403781e-02  -2.03457072e-01  -1.45493209e-02  -2.10388712e-02
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 [ -1.66867931e-01  -1.42895632e-01  -2.06145435e-01  -3.04133777e-02
   -3.43830629e-01   3.38189439e-03   7.92214697e-02  -2.65112145e-02
   -1.82781181e-02   2.89400764e-02]
 [ -2.88220289e-02  -1.75901138e-01  -7.44890434e-02  -1.22499066e-01
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   -1.79078611e-01  -3.78897404e-01]
 [ -1.86146452e-02  -4.95444520e-01  -3.21685006e-02  -7.57955350e-02
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    2.77060482e-02  -3.92541932e-01]
 [  1.17837922e-02  -5.53849868e-01  -4.43792108e-02  -1.06263131e-01
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   -3.64743675e-01  -2.20112106e-01]
 [ -1.77531136e-01  -6.79287352e-01  -1.20560925e-02  -2.08259269e-01
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   -7.19316735e-02   8.58145059e-02]
 [ -3.04385309e-01  -5.09867126e-01   5.38562537e-02  -5.04413094e-02
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   -9.10349836e-02  -1.36612232e-01]
 [ -2.12487361e-01  -3.73489372e-01   2.50054484e-01  -2.45475194e-01
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   -2.60259997e-01  -2.78329933e-02]
 [ -1.46029680e-01  -2.69843010e-01  -1.86454086e-01  -1.20193650e-01
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   -2.41378742e-02  -1.34747000e-01]
 [  8.90767202e-02   2.56880719e-01   1.55532271e-01  -1.21048143e-01
   -1.00147568e-01   6.00076643e-02  -1.48224276e-01   2.79465333e-01
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 [  3.65863896e-01   3.76069697e-01  -7.63141181e-02   3.15475507e-01
   -8.71213126e-01  -2.89931621e-01  -5.17925551e-01   1.77830197e-01
    4.05217958e-01  -4.33680516e-04]
 [  5.38906104e-02   1.11650291e-01   2.56507592e-01   2.52435852e-01
   -3.50324389e-02  -1.99819534e-01  -1.81350778e-01  -1.32700787e-01
   -1.32005352e-01  -2.82829956e-01]
 [  1.90707021e-02  -1.03760176e-01  -1.22418878e-01  -6.35407390e-02
    2.20971424e-01   4.06210304e-02  -6.17937242e-03  -1.86170500e-01
    2.54290585e-02   1.98003196e-01]
 [  1.21803187e-02  -2.98169287e-02  -6.47241699e-02  -3.99365533e-02
   -4.61368794e-02  -1.85215019e-01   3.89895520e-02   1.04977877e-02
    4.44149502e-02   1.38178280e-02]
 [  2.96943489e-02   1.04997097e-01   2.43325798e-01   7.15490350e-02
   -2.01465107e-01  -1.37866121e-01   7.22992922e-02   3.89057488e-02
   -1.88678769e-01   1.05245448e-01]
 [  8.35225064e-02   8.35541691e-02   1.09853641e-01   1.61387850e-02
   -2.46548381e-01   6.20644142e-02  -2.57465818e-03  -2.70940624e-01
   -9.16469022e-03  -7.82008737e-02]
 [ -6.49956500e-03   1.30910089e-01   8.51052415e-02  -3.34405864e-02
   -6.37948354e-02   1.77474071e-01   5.39708029e-02   1.17933990e-01
   -2.08816183e-02   1.72562389e-01]
 [  2.23257411e-01   9.81811658e-02   2.78804524e-02   7.48312683e-02
    1.28259727e-02  -2.51049670e-02  -2.23454366e-01   1.47765598e-01
   -5.82010656e-02  -2.51816715e-02]
 [  4.91924422e-02   5.54596086e-02   1.87867622e-02   4.67361700e-02
   -4.66790734e-01  -1.25504792e-01  -2.47222720e-01   4.11499453e-02
    1.21709195e-01   1.97522227e-01]
 [  6.74764523e-02   4.93579572e-01   1.31024186e-01   4.57171781e-01
   -1.41804142e+00  -3.02280304e-01  -5.40260071e-01  -7.00713154e-02
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 [  1.74782585e-01   4.83748000e-01   6.79417952e-02   4.35529615e-01
   -1.19409020e+00  -7.97093370e-02  -4.07283346e-01   1.50803058e-01
    2.18683658e-01   4.73633049e-01]
 [  2.38669156e-01   3.35654036e-01   2.44089672e-01   1.43774382e-01
   -5.97560047e-01   8.31011241e-02  -2.22693534e-01   1.61302006e-01
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 [ -8.06203277e-02   2.40354908e-01   2.38361629e-01   6.54740255e-03
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   -4.01863078e-02   4.13845696e-02]
 [ -1.08278932e-01   5.39740696e-03   2.07204738e-02   7.95170678e-02
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   -2.84270439e-01  -1.03699293e-01]
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   -2.12295278e-01   2.71978468e-02]
 [  5.86912998e-03  -4.49348755e-01  -1.29634665e-01  -1.67825268e-01
    3.76665279e-01   2.66569172e-02   2.11498731e-01   1.51670045e-01
   -1.70025907e-01  -2.27560977e-01]
 [  5.35837506e-02  -3.29871314e-01  -1.80988640e-01  -1.03555362e-01
   -2.61476189e-01  -1.70113532e-02   2.16032099e-01  -1.64187618e-01
    5.98064051e-02  -2.45339593e-01]
 [ -9.77931382e-02  -8.93419596e-03   2.73060744e-01   3.13458011e-02
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   -8.53108771e-02  -2.80034995e-02]
 [ -3.20064564e-01  -1.04299293e-02   2.50521451e-02   1.35240713e-02
    1.39914653e-01  -1.90256257e-01   6.24451872e-03   2.35906888e-01
   -5.21680218e-02   1.07871531e-01]
 [  1.65356362e-01  -1.97378250e-02  -2.23493376e-01  -3.62361199e-02
    7.42739190e-02  -3.12914406e-01   6.55886213e-02  -1.63972947e-01
    2.88023793e-02  -1.49559853e-01]
 [  2.35901916e-01  -2.20078354e-01   7.42333115e-02   1.42126967e-02
    7.88024150e-02  -5.15081879e-02   2.88771421e-02  -1.34201936e-01
    1.39454883e-01  -1.39671201e-01]
 [ -9.33246601e-02  -8.25524381e-02   1.25282411e-01   1.22241126e-01
    1.52837813e-02  -1.20097802e-01   2.19205904e-01  -7.83086739e-02
    1.86947387e-01   1.26193777e-02]
 [ -8.48674773e-02  -2.68045689e-01   1.62988886e-01  -3.94673498e-01
   -3.88622462e-01   1.57852881e-01   1.82739805e-01  -1.30667985e-01
   -6.38148187e-02   1.28286868e-01]]
[[ 0.62424139]
 [ 1.83204904]
 [ 0.2176846 ]
 [ 0.9090688 ]
 [-2.8635415 ]
 [-0.31458275]
 [-1.86114796]
 [ 0.06862244]
 [ 0.68911252]
 [ 0.87183797]]
Progress: 62.5% ... Training loss: 0.253 ... Validation loss: 0.433[[  1.92844096e-01   3.74428350e-01  -9.25463877e-02   1.37534536e-01
   -3.26538649e-01  -8.07152872e-02  -1.20700810e-01   1.20032808e-01
   -2.15941712e-02   2.62247614e-01]
 [  6.09484228e-03   1.04663672e-01  -2.17786508e-02   3.93937003e-02
    9.37478022e-02  -3.90586865e-03   3.55324346e-01   4.00566199e-02
    1.38505225e-01  -3.40696435e-02]
 [  2.22059231e-01   7.10478243e-01   1.29599631e-02  -4.58208576e-02
    9.05848240e-01  -2.82089177e-02  -1.03780363e+00  -4.22079948e-02
    7.76664238e-02   3.17316658e-01]
 [  5.43474193e-02  -4.78886482e-01  -1.87688917e-01   2.48626527e-01
   -6.06143540e-02   1.26319653e-01   2.83294646e-01   6.51033225e-02
    1.39711943e-01   3.31614954e-01]
 [ -4.17316296e-02   5.35923535e-02  -1.47962243e-01   4.63385625e-02
   -1.31188258e-01  -1.79423628e-01   1.42293912e-01  -1.15283804e-01
   -1.90639453e-01  -6.05465269e-02]
 [ -4.07972522e-01  -6.82518577e-01  -3.07781407e-01   1.28610339e-01
   -3.20011030e-01   4.59334349e-02   4.00144398e-01  -4.24732554e-02
   -5.07501548e-02  -5.90834370e-02]
 [ -7.54545720e-03  -3.31267845e-01   8.18824254e-03   8.31451069e-02
   -9.86509293e-02  -7.12137224e-02   1.90227153e-01  -1.93491180e-01
    1.97850873e-01   4.93509754e-02]
 [  9.89326572e-02  -3.77665011e-01   2.53300804e-02  -9.08469870e-02
   -1.05667610e-01  -4.33045965e-02   1.04005948e-01   1.13573191e-01
    6.95525379e-02  -3.00182339e-02]
 [ -1.73788436e-01  -2.14801553e-01  -3.00266837e-01  -1.36801780e-02
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 [ -9.38172662e-02  -8.41376478e-02   1.25113055e-01   1.21434390e-01
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    1.86373162e-01   1.19302594e-02]
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   -6.49324906e-02   1.27277295e-01]]
[[ 0.61253896]
 [ 1.82260734]
 [ 0.20988036]
 [ 0.9018706 ]
 [-2.87397364]
 [-0.32183306]
 [-1.86410716]
 [ 0.05890133]
 [ 0.67849151]
 [ 0.8593437 ]]
Progress: 62.5% ... Training loss: 0.255 ... Validation loss: 0.435[[  1.94733069e-01   3.80282733e-01  -9.18405614e-02   1.40317622e-01
   -3.34092047e-01  -8.18219849e-02  -1.25937006e-01   1.20229212e-01
   -1.93255320e-02   2.64939391e-01]
 [  6.48318685e-03   1.05511842e-01  -2.16303792e-02   3.99947550e-02
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    1.38943775e-01  -3.34844789e-02]
 [  2.22649512e-01   7.12555512e-01   1.31877786e-02  -4.49726086e-02
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    7.85925359e-02   3.18089284e-01]
 [  5.41867215e-02  -4.80301152e-01  -1.87817207e-01   2.48101886e-01
   -6.14109946e-02   1.26534060e-01   2.83897557e-01   6.50724748e-02
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 [ -4.31094932e-02   4.93777406e-02  -1.48388934e-01   4.42402218e-02
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   -5.09096504e-02  -5.93365109e-02]
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   -1.72362615e-01  -2.12488960e-01]
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   -1.74635255e-02  -4.65773216e-02]
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   -1.79299221e-01  -3.79209607e-01]
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 [  1.64718070e-01  -2.20842627e-02  -2.23726359e-01  -3.71706860e-02
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 [  2.35887314e-01  -2.20993103e-01   7.42934536e-02   1.42812707e-02
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 [ -9.34577654e-02  -8.30913091e-02   1.25250022e-01   1.21993427e-01
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    1.86779530e-01   1.24582434e-02]
 [ -8.61129259e-02  -2.70383361e-01   1.62512830e-01  -3.96770791e-01
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   -6.52610673e-02   1.26811010e-01]]
[[ 0.6149303 ]
 [ 1.82428764]
 [ 0.21221114]
 [ 0.90344161]
 [-2.8713258 ]
 [-0.31980565]
 [-1.86227776]
 [ 0.06076022]
 [ 0.67920193]
 [ 0.86170531]]
Progress: 62.6% ... Training loss: 0.253 ... Validation loss: 0.435[[  1.95823520e-01   3.83089284e-01  -9.14363382e-02   1.42008288e-01
   -3.35231687e-01  -8.24075840e-02  -1.28622676e-01   1.20346830e-01
   -1.80309475e-02   2.66537109e-01]
 [  6.47388957e-03   1.05540622e-01  -2.16178146e-02   4.00633343e-02
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 [  2.24578504e-01   7.16311810e-01   1.38252589e-02  -4.21588786e-02
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    8.07516092e-02   3.20896447e-01]
 [  5.23508179e-02  -4.82962284e-01  -1.88439801e-01   2.45616892e-01
   -5.81206655e-02   1.27559589e-01   2.86857668e-01   6.48675311e-02
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 [ -4.34032669e-02   4.96041374e-02  -1.48467176e-01   4.41411154e-02
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   -1.92736719e-01  -6.29090606e-02]
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   -5.13855823e-02  -6.00437601e-02]
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   -1.72352348e-01  -2.12563559e-01]
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   -1.74406007e-02  -4.66011278e-02]
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   -1.79150260e-01  -3.79060777e-01]
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 [  1.17504175e-02  -5.54218629e-01  -4.43998567e-02  -1.06342717e-01
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   -3.64781696e-01  -2.20198229e-01]
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 [  3.65146443e-01   3.74879713e-01  -7.65571156e-02   3.14247363e-01
   -8.68121610e-01  -2.89492582e-01  -5.16631795e-01   1.77745496e-01
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 [  5.44872760e-02   1.12427175e-01   2.56715560e-01   2.53162734e-01
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   -2.83626456e-01  -1.02868701e-01]
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   -2.12156109e-01   2.73958567e-02]
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   -1.70023716e-01  -2.27560481e-01]
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   -2.65011331e-01  -1.71388611e-02   2.15090794e-01  -1.64177457e-01
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 [ -9.66392410e-02  -6.31449213e-03   2.73537439e-01   3.32610224e-02
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   -8.38768226e-02  -2.64017856e-02]
 [ -3.19881175e-01  -1.07564577e-02   2.50950864e-02   1.35954754e-02
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   -5.20733128e-02   1.07977558e-01]
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 [  2.36547570e-01  -2.19419045e-01   7.45445076e-02   1.52134426e-02
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    1.40440248e-01  -1.38701732e-01]
 [ -9.41786512e-02  -8.51290296e-02   1.25014478e-01   1.20973766e-01
    1.70799583e-02  -1.19695744e-01   2.21977595e-01  -7.83925131e-02
    1.86045243e-01   1.15131407e-02]
 [ -8.60309038e-02  -2.69294331e-01   1.62537327e-01  -3.96685716e-01
   -3.87509632e-01   1.58492765e-01   1.84798396e-01  -1.30820471e-01
   -6.51394356e-02   1.26809816e-01]]
[[ 0.62120961]
 [ 1.83138242]
 [ 0.21887664]
 [ 0.90802835]
 [-2.86683287]
 [-0.31627491]
 [-1.86163621]
 [ 0.06537369]
 [ 0.68515759]
 [ 0.86762229]]
Progress: 62.6% ... Training loss: 0.253 ... Validation loss: 0.433[[  1.94536838e-01   3.80455849e-01  -9.18482695e-02   1.40208389e-01
   -3.30027150e-01  -8.17712180e-02  -1.24824517e-01   1.20214719e-01
   -1.94825558e-02   2.64929654e-01]
 [  6.55051556e-03   1.05762722e-01  -2.15896264e-02   4.01785487e-02
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    1.39046513e-01  -3.34065257e-02]
 [  2.24964239e-01   7.16562460e-01   1.40500009e-02  -4.12802437e-02
    8.96933319e-01  -3.00198435e-02  -1.04396363e+00  -4.18608974e-02
    8.12296309e-02   3.21489626e-01]
 [  5.69182538e-02  -4.71865203e-01  -1.86790122e-01   2.52687547e-01
   -8.00700217e-02   1.25330615e-01   2.76635106e-01   6.53512505e-02
    1.42697840e-01   3.35763541e-01]
 [ -4.70353845e-02   4.16540444e-02  -1.49732216e-01   3.89857518e-02
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   -1.96562294e-01  -6.75277778e-02]
 [ -4.09529114e-01  -6.85770899e-01  -3.08281660e-01   1.26260602e-01
   -3.17610732e-01   4.66984294e-02   4.03386133e-01  -4.26408226e-02
   -5.25069516e-02  -6.14041813e-02]
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   -9.64193708e-02  -7.11223046e-02   1.89163579e-01  -1.93521063e-01
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   -1.16336049e-01  -4.45234088e-02   9.91168896e-02   1.13802870e-01
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   -1.67338287e-01   6.44447984e-02  -5.86687437e-02  -3.01174004e-02
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   -2.12051864e-02   4.18504271e-02]
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   -1.72025194e-01  -2.12154178e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91733557e-01  -3.45016035e-01   9.19088425e-02   2.04876693e-01
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   -2.88063211e-01  -1.07894246e-01]
 [  8.28737468e-02  -2.40652464e-01  -2.94408823e-02   9.02453044e-02
   -6.22352594e-02  -8.17074716e-02   2.93259064e-01   2.52777784e-04
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 [  2.83711657e-02  -1.47370928e-01  -2.13938935e-01   1.34078632e-01
   -7.01706941e-02   8.40700965e-02  -6.53259160e-03  -2.11204450e-02
   -9.62934820e-02  -1.21016327e-02]
 [ -1.19572890e-01  -1.07260325e-01  -2.01038489e-01   1.59814264e-01
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 [ -5.57500251e-02  -8.13614717e-02   2.79996376e-01   1.17330799e-01
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 [  7.09881926e-02  -8.29466043e-03   8.97284470e-02   9.43654567e-02
   -4.83622328e-02  -1.97388714e-02   1.58643296e-01   1.19960441e-01
   -1.77619593e-02  -4.70323147e-02]
 [  6.36845409e-03  -1.70620956e-01  -2.95787114e-01  -6.17728568e-02
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 [  6.10538931e-02  -4.84350430e-02  -1.10528685e-01   6.98205792e-02
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   -1.78513217e-01  -3.78250095e-01]
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 [  1.18862863e-02  -5.53935141e-01  -4.43504496e-02  -1.06151738e-01
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   -3.64634642e-01  -2.20013581e-01]
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   -7.16488962e-02   8.61809098e-02]
 [ -3.05073655e-01  -5.12100460e-01   5.36495713e-02  -5.13203450e-02
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   -9.16531560e-02  -1.37466189e-01]
 [ -2.13039032e-01  -3.74312247e-01   2.49870162e-01  -2.46330805e-01
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   -2.60920423e-01  -2.86714798e-02]
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   -2.37207305e-02  -1.34277669e-01]
 [  8.81266019e-02   2.54630027e-01   1.55175143e-01  -1.22556597e-01
   -9.70350432e-02   6.05310854e-02  -1.45619138e-01   2.79352089e-01
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 [  3.65296080e-01   3.75410405e-01  -7.64954029e-02   3.14511258e-01
   -8.68957489e-01  -2.89582012e-01  -5.17083883e-01   1.77764492e-01
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 [  5.44455795e-02   1.12096659e-01   2.56710029e-01   2.53107489e-01
   -3.61328343e-02  -2.00124473e-01  -1.82273311e-01  -1.32645664e-01
   -1.31400995e-01  -2.82160024e-01]
 [  1.91027572e-02  -1.04157613e-01  -1.22426334e-01  -6.36497514e-02
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 [  1.15702599e-02  -3.16519354e-02  -6.49530372e-02  -4.08730341e-02
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 [  2.95598277e-02   1.04883168e-01   2.43317030e-01   7.15068001e-02
   -2.00283137e-01  -1.37845437e-01   7.28745555e-02   3.88947484e-02
   -1.88755888e-01   1.05184487e-01]
 [  8.28582973e-02   8.20016008e-02   1.09611500e-01   1.49541104e-02
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   -9.93836768e-03  -7.92508556e-02]
 [ -5.68789903e-03   1.33156806e-01   8.53828064e-02  -3.23138067e-02
   -6.56479995e-02   1.77020841e-01   5.20252324e-02   1.18020896e-01
   -1.99865635e-02   1.73695067e-01]
 [  2.22360720e-01   9.61721569e-02   2.75861848e-02   7.34858345e-02
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   -5.91633477e-02  -2.64498608e-02]
 [  4.97178894e-02   5.76892179e-02   1.89751800e-02   4.75552065e-02
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 [  6.89780157e-02   4.97476441e-01   1.31597376e-01   4.59593931e-01
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 [  2.38148919e-01   3.34739232e-01   2.43936189e-01   1.43154882e-01
   -5.96477654e-01   8.33544110e-02  -2.21595711e-01   1.61258662e-01
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   -4.04621652e-02   4.10339741e-02]
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   -2.83648001e-01  -1.02880962e-01]
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   -2.12485229e-01   2.70054990e-02]
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   -1.70847296e-01  -2.28621890e-01]
 [  5.30646556e-02  -3.29765257e-01  -1.81167791e-01  -1.04230953e-01
   -2.63401094e-01  -1.67727513e-02   2.16794426e-01  -1.64262289e-01
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 [ -9.63109934e-02  -5.39163600e-03   2.73668661e-01   3.37320702e-02
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   -8.35502848e-02  -2.59961799e-02]
 [ -3.20716580e-01  -1.33516450e-02   2.48073238e-02   1.24478845e-02
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   -5.29596267e-02   1.06901308e-01]
 [  1.64159342e-01  -2.32068262e-02  -2.23900375e-01  -3.80022784e-02
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    2.75020939e-02  -1.51320035e-01]
 [  2.37113346e-01  -2.17609505e-01   7.47432834e-02   1.59770218e-02
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    1.40913822e-01  -1.37963837e-01]
 [ -9.50474367e-02  -8.75003626e-02   1.24700455e-01   1.19775519e-01
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    1.85077726e-01   1.03266771e-02]
 [ -8.53603723e-02  -2.67810328e-01   1.62771006e-01  -3.95842026e-01
   -3.91134601e-01   1.58212356e-01   1.82603691e-01  -1.30755100e-01
   -6.46057560e-02   1.27705714e-01]]
[[ 0.61896409]
 [ 1.82785397]
 [ 0.21414823]
 [ 0.904771  ]
 [-2.86883633]
 [-0.31706783]
 [-1.8669136 ]
 [ 0.06307508]
 [ 0.68530392]
 [ 0.86632521]]
Progress: 62.7% ... Training loss: 0.251 ... Validation loss: 0.435[[  1.94487652e-01   3.80637591e-01  -9.18740717e-02   1.39849663e-01
   -3.26565381e-01  -8.16329249e-02  -1.24265961e-01   1.20206015e-01
   -1.95748771e-02   2.65186631e-01]
 [  6.51085021e-03   1.05676364e-01  -2.16049423e-02   4.01144923e-02
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    1.38998503e-01  -3.34662309e-02]
 [  2.23411506e-01   7.11906594e-01   1.35182781e-02  -4.35042669e-02
    9.01567314e-01  -2.92683538e-02  -1.04040002e+00  -4.20136174e-02
    7.94344523e-02   3.19448207e-01]
 [  5.64402690e-02  -4.73721140e-01  -1.86952569e-01   2.52204989e-01
   -7.81030899e-02   1.25553092e-01   2.79654822e-01   6.52960413e-02
    1.42165589e-01   3.35628124e-01]
 [ -4.64590020e-02   4.29113326e-02  -1.49581942e-01   3.95051483e-02
   -1.12164939e-01  -1.77286251e-01   1.53545481e-01  -1.15712846e-01
   -1.95927646e-01  -6.66466844e-02]
 [ -4.08785471e-01  -6.83682307e-01  -3.08049308e-01   1.27112617e-01
   -3.20081196e-01   4.64079972e-02   4.00991635e-01  -4.25710019e-02
   -5.16910541e-02  -6.04837991e-02]
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   -9.82001895e-02  -7.14203143e-02   1.87712783e-01  -1.93461879e-01
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 [  9.92974107e-02  -3.76016503e-01   2.54731025e-02  -9.01837496e-02
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 [ -9.49806708e-02  -8.75971178e-02   1.24732897e-01   1.19918404e-01
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    1.85200348e-01   1.04041546e-02]
 [ -8.63323130e-02  -2.69914390e-01   1.62402154e-01  -3.97456994e-01
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   -6.56837312e-02   1.26672028e-01]]
[[ 0.61592574]
 [ 1.82478496]
 [ 0.21104517]
 [ 0.90424535]
 [-2.87294195]
 [-0.3193579 ]
 [-1.86773505]
 [ 0.06117268]
 [ 0.68309587]
 [ 0.86311864]]
Progress: 62.8% ... Training loss: 0.252 ... Validation loss: 0.436[[  1.96138080e-01   3.83890951e-01  -9.13400152e-02   1.41747012e-01
   -3.28843647e-01  -8.23947763e-02  -1.27862534e-01   1.20367934e-01
   -1.80057375e-02   2.67443902e-01]
 [  6.84788216e-03   1.06559193e-01  -2.14819951e-02   4.06182749e-02
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    1.39369978e-01  -3.30392053e-02]
 [  2.21702974e-01   7.05930930e-01   1.28213933e-02  -4.63779485e-02
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    7.73270658e-02   3.16893826e-01]
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   -7.99807085e-02   1.25265929e-01   2.77259388e-01   6.53588860e-02
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 [ -4.82503757e-02   3.70935651e-02  -1.50204892e-01   3.69470549e-02
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   -5.11281746e-02  -5.98340767e-02]
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   -1.72840939e-01  -2.13050241e-01]
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   -1.78383211e-01  -3.78137636e-01]
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   -1.13442273e-02  -8.10014719e-02]
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 [ -9.38743086e-02   9.34919451e-04   2.74500712e-01   3.71679934e-02
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   -8.09551169e-02  -2.26586408e-02]
 [ -3.20728688e-01  -1.37231548e-02   2.48201347e-02   1.24807894e-02
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 [  1.63124963e-01  -2.62673643e-02  -2.24272363e-01  -3.95347596e-02
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 [ -9.49431554e-02  -8.74248317e-02   1.24755479e-01   1.19925014e-01
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    1.85156451e-01   1.03976909e-02]
 [ -8.75027046e-02  -2.72614559e-01   1.61998621e-01  -3.99313101e-01
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   -6.70675221e-02   1.25054036e-01]]
[[ 0.61341856]
 [ 1.821803  ]
 [ 0.20938599]
 [ 0.90365412]
 [-2.87564851]
 [-0.32081479]
 [-1.86728395]
 [ 0.0598884 ]
 [ 0.68115331]
 [ 0.86092656]]
Progress: 62.8% ... Training loss: 0.253 ... Validation loss: 0.438[[  1.95666411e-01   3.83967048e-01  -9.14768832e-02   1.41059187e-01
   -3.26079128e-01  -8.20742388e-02  -1.27790738e-01   1.20316564e-01
   -1.85707836e-02   2.66814112e-01]
 [  6.85476634e-03   1.06438976e-01  -2.14577418e-02   4.06697417e-02
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    1.39476313e-01  -3.29610360e-02]
 [  2.25194847e-01   7.10875932e-01   1.40854771e-02  -4.11587688e-02
    8.98965935e-01  -3.01610197e-02  -1.04221713e+00  -4.18394887e-02
    8.13353702e-02   3.22107690e-01]
 [  5.68150622e-02  -4.71193079e-01  -1.86867591e-01   2.52399680e-01
   -8.37008804e-02   1.25484778e-01   2.75252751e-01   6.53095467e-02
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 [ -4.92772739e-02   3.29078938e-02  -1.50514202e-01   3.54468705e-02
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   -1.98903894e-01  -7.05801604e-02]
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   -5.26626720e-02  -6.18544608e-02]
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   -1.71477680e-01  -2.11453278e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
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 [  7.17705251e-02  -6.58093097e-03   9.00056387e-02   9.55613012e-02
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   -1.78135425e-01  -3.77906003e-01]
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 [  1.21654974e-02  -5.53878310e-01  -4.42546451e-02  -1.05778400e-01
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 [  5.43281181e-02   1.11751444e-01   2.56657750e-01   2.52885052e-01
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   -3.99407473e-02   4.16401074e-02]
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   -2.12354530e-01   2.71572167e-02]
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   -1.70593363e-01  -2.28277608e-01]
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   -7.99122432e-02  -2.13540835e-02]
 [ -3.20509539e-01  -1.29746907e-02   2.48900099e-02   1.27486372e-02
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   -5.27055293e-02   1.07172117e-01]
 [  1.63869829e-01  -2.42900226e-02  -2.23974008e-01  -3.82584363e-02
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 [  2.37129779e-01  -2.18686399e-01   7.47034334e-02   1.56604564e-02
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    1.40771390e-01  -1.38149751e-01]
 [ -9.50249413e-02  -8.78232414e-02   1.24726760e-01   1.19807012e-01
    1.99577397e-02  -1.19264365e-01   2.23776038e-01  -7.84707722e-02
    1.85023258e-01   1.02638068e-02]
 [ -8.81215385e-02  -2.74162567e-01   1.61788762e-01  -4.00269558e-01
   -3.84816781e-01   1.59775358e-01   1.89159616e-01  -1.31038804e-01
   -6.77520269e-02   1.24179245e-01]]
[[ 0.61858249]
 [ 1.82918739]
 [ 0.21368353]
 [ 0.90601644]
 [-2.86715189]
 [-0.31833939]
 [-1.87036185]
 [ 0.06258614]
 [ 0.68542411]
 [ 0.86487831]]
Progress: 62.9% ... Training loss: 0.251 ... Validation loss: 0.436[[  1.95335247e-01   3.82467396e-01  -9.15968543e-02   1.40572319e-01
   -3.25911895e-01  -8.18733753e-02  -1.25132652e-01   1.20276340e-01
   -1.89482070e-02   2.66204340e-01]
 [  6.66613227e-03   1.05758755e-01  -2.15251387e-02   4.04031043e-02
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    1.39251438e-01  -3.33057685e-02]
 [  2.25155948e-01   7.11496561e-01   1.40117004e-02  -4.13812905e-02
    8.97231643e-01  -3.01518396e-02  -1.04333535e+00  -4.18637729e-02
    8.12122961e-02   3.22111884e-01]
 [  5.48260244e-02  -4.75538224e-01  -1.87523301e-01   2.49389958e-01
   -7.83119534e-02   1.26702146e-01   2.80486763e-01   6.50722254e-02
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 [ -5.07746474e-02   3.03719894e-02  -1.51009732e-01   3.32522723e-02
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   -2.00559884e-01  -7.25041887e-02]
 [ -4.09958488e-01  -6.85691427e-01  -3.08371761e-01   1.25534988e-01
   -3.17827057e-01   4.70358162e-02   4.03606325e-01  -4.26840998e-02
   -5.30783652e-02  -6.25536183e-02]
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   -1.08976778e-01  -4.31669224e-02   1.07393502e-01   1.13533310e-01
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   -1.71238240e-01   6.37399431e-02  -6.25658174e-02  -2.99727371e-02
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   -1.71225514e-01  -2.11222853e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
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 [ -2.91890820e-01  -3.45573273e-01   9.18549131e-02   2.04439288e-01
   -1.88302017e-01  -6.04815032e-02   1.12513440e-01  -2.62522153e-01
   -2.88232941e-01  -1.08387067e-01]
 [  8.19603791e-02  -2.41654206e-01  -2.97399162e-02   8.89280182e-02
   -5.97440244e-02  -8.11934239e-02   2.94312951e-01   1.58952467e-04
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 [  2.86789281e-02  -1.45950295e-01  -2.13803690e-01   1.34601942e-01
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   -9.60048947e-02  -1.19815777e-02]
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 [ -5.44866288e-02  -7.80841001e-02   2.80459258e-01   1.19248996e-01
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 [  7.25238370e-02  -4.42480973e-03   9.02740623e-02   9.67526318e-02
   -5.66389095e-02  -2.05700641e-02   1.55370117e-01   1.20137720e-01
   -1.59090022e-02  -4.45681751e-02]
 [  7.13544859e-03  -1.69419924e-01  -2.95516897e-01  -6.06790723e-02
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 [  5.92318021e-02  -5.50281987e-02  -1.11239868e-01   6.67768810e-02
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   -1.43590543e-01  -4.05334060e-02]
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   -1.38293957e-01  -3.30166744e-01   1.35245149e-01   7.95788069e-03
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   -8.98339655e-02  -2.03266066e-01  -1.32122229e-02  -2.10809917e-02
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   -1.87990867e-02   2.81567225e-02]
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   -1.78047431e-01  -3.77830798e-01]
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    2.86539055e-02  -3.91538591e-01]
 [  1.23197989e-02  -5.53624397e-01  -4.41966533e-02  -1.05530544e-01
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   -3.64135361e-01  -2.19344636e-01]
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   -7.14876294e-02   8.64153960e-02]
 [ -3.04829176e-01  -5.11740877e-01   5.37510507e-02  -5.09048053e-02
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   -9.13458556e-02  -1.37079403e-01]
 [ -2.12571566e-01  -3.73442306e-01   2.50061464e-01  -2.45541601e-01
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   -2.60353802e-01  -2.79014050e-02]
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   -2.51945501e-02  -1.36185078e-01]
 [  8.91155788e-02   2.57986036e-01   1.55511418e-01  -1.21142728e-01
   -1.02104938e-01   6.00475028e-02  -1.48940257e-01   2.79448098e-01
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 [  3.66583994e-01   3.79150341e-01  -7.59985446e-02   3.16071626e-01
   -8.70409300e-01  -2.90144262e-01  -5.20738919e-01   1.77887927e-01
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 [  5.42093154e-02   1.11190344e-01   2.56606115e-01   2.52667419e-01
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   -1.31732453e-01  -2.82662495e-01]
 [  1.97629301e-02  -1.02749826e-01  -1.22206059e-01  -6.27892177e-02
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 [  1.05057530e-02  -3.47893505e-02  -6.53539638e-02  -4.25706313e-02
   -3.85168410e-02  -1.84342128e-01   4.29712804e-02   1.03144143e-02
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 [  2.92245069e-02   1.04032856e-01   2.43212203e-01   7.10158911e-02
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   -1.89128713e-01   1.04746783e-01]
 [  8.15681798e-02   7.84215615e-02   1.09135606e-01   1.29243907e-02
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   -1.15035648e-02  -8.11889729e-02]
 [ -5.25492780e-03   1.34157674e-01   8.55427162e-02  -3.17330146e-02
   -6.71525684e-02   1.76798924e-01   5.06911252e-02   1.18069466e-01
   -1.93842512e-02   1.74284577e-01]
 [  2.22885065e-01   9.77708851e-02   2.77632267e-02   7.42458143e-02
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   -5.85566544e-02  -2.56851899e-02]
 [  5.00019193e-02   5.91887054e-02   1.90666625e-02   4.78390461e-02
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 [  6.80429839e-02   4.95954846e-01   1.31287325e-01   4.58292376e-01
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 [  2.38093706e-01   3.34743536e-01   2.43916541e-01   1.43117112e-01
   -5.97480713e-01   8.34054539e-02  -2.21140777e-01   1.61258476e-01
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 [ -8.02304478e-02   2.41674938e-01   2.38489548e-01   7.08354683e-03
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   -3.96792066e-02   4.18289912e-02]
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   -2.83089897e-01  -1.02159329e-01]
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   -2.12450219e-01   2.70317073e-02]
 [  5.58291032e-03  -4.50141177e-01  -1.29737759e-01  -1.68283011e-01
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   -1.70341766e-01  -2.27959775e-01]
 [  5.15422365e-02  -3.32201564e-01  -1.81685288e-01  -1.06601651e-01
   -2.66015102e-01  -1.59047400e-02   2.19983657e-01  -1.64431470e-01
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 [ -9.24610736e-02   3.57446736e-03   2.75005377e-01   3.92634468e-02
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   -7.94006130e-02  -2.09051978e-02]
 [ -3.19384512e-01  -1.08694767e-02   2.53138495e-02   1.44485902e-02
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   -5.14097431e-02   1.08729900e-01]
 [  1.64264511e-01  -2.36853956e-02  -2.23837682e-01  -3.76644029e-02
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    2.76299094e-02  -1.51408750e-01]
 [  2.37802003e-01  -2.17204013e-01   7.49523678e-02   1.68094585e-02
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    1.41539809e-01  -1.37183687e-01]
 [ -9.54413630e-02  -8.91623790e-02   1.24588060e-01   1.19226837e-01
    2.18366269e-02  -1.19072810e-01   2.25003669e-01  -7.85110176e-02
    1.84607466e-01   9.72547092e-03]
 [ -8.75169034e-02  -2.72274340e-01   1.61974861e-01  -3.99457061e-01
   -3.87856227e-01   1.59498127e-01   1.86724837e-01  -1.30992071e-01
   -6.71580545e-02   1.24974368e-01]]
[[ 0.62403791]
 [ 1.83275007]
 [ 0.22311616]
 [ 0.91083606]
 [-2.85829354]
 [-0.31216434]
 [-1.86274724]
 [ 0.06781079]
 [ 0.69219822]
 [ 0.87090682]]
Progress: 62.9% ... Training loss: 0.252 ... Validation loss: 0.438[[  1.94511252e-01   3.79076001e-01  -9.19039955e-02   1.39281720e-01
   -3.23185366e-01  -8.13367633e-02  -1.20775725e-01   1.20182910e-01
   -1.97893987e-02   2.65044369e-01]
 [  7.27368017e-03   1.07088307e-01  -2.12760562e-02   4.13768533e-02
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    1.40004463e-01  -3.24055516e-02]
 [  2.27377095e-01   7.12043206e-01   1.47787988e-02  -3.80812576e-02
    8.93913336e-01  -3.11257212e-02  -1.04614739e+00  -4.16190765e-02
    8.37553937e-02   3.25138208e-01]
 [  5.13880430e-02  -4.81827319e-01  -1.88747312e-01   2.44407304e-01
   -6.74964999e-02   1.28284439e-01   2.87846691e-01   6.47027561e-02
    1.36015916e-01   3.28698874e-01]
 [ -4.60247288e-02   4.20007468e-02  -1.49211087e-01   4.06523716e-02
   -1.12522669e-01  -1.77441168e-01   1.54421565e-01  -1.15587610e-01
   -1.95035833e-01  -6.56782189e-02]
 [ -4.10752259e-01  -6.86287042e-01  -3.08667834e-01   1.24248408e-01
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   -5.40053721e-02  -6.37174208e-02]
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   -1.10688362e-01  -7.20191220e-02   1.85695018e-01  -1.93363469e-01
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    1.85895437e-01   1.12787505e-02]
 [ -8.94816270e-02  -2.76739377e-01   1.61257792e-01  -4.02443056e-01
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   -6.93113536e-02   1.22277356e-01]]
[[ 0.61468143]
 [ 1.83261397]
 [ 0.21483205]
 [ 0.90177053]
 [-2.85969579]
 [-0.32286359]
 [-1.87493179]
 [ 0.05931207]
 [ 0.68033324]
 [ 0.86120466]]
Progress: 63.0% ... Training loss: 0.252 ... Validation loss: 0.434[[  1.96230844e-01   3.83696884e-01  -9.12760135e-02   1.41845550e-01
   -3.28163297e-01  -8.22840223e-02  -1.25314140e-01   1.20359950e-01
   -1.77247026e-02   2.67843284e-01]
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 [  2.28589038e-01   7.15639448e-01   1.52924571e-02  -3.59655897e-02
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    8.53644695e-02   3.27345470e-01]
 [  5.06422525e-02  -4.85240609e-01  -1.88962623e-01   2.43329741e-01
   -6.28931266e-02   1.28690073e-01   2.91378563e-01   6.46085437e-02
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 [ -5.13069056e-02   2.71166803e-02  -1.50921384e-01   3.31363139e-02
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   -5.36195967e-02  -6.31972156e-02]
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   -1.70991228e-01  -2.10805694e-01]
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   -1.40355331e-02  -4.21741417e-02]
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 [  5.93634422e-02  -5.51037145e-02  -1.11152874e-01   6.70249742e-02
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 [ -3.20358935e-01  -1.50852248e-02   2.49465964e-02   1.29989501e-02
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 [  1.65026024e-01  -2.24214095e-02  -2.23555200e-01  -3.64975646e-02
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 [ -9.43648716e-02  -8.70589007e-02   1.24978846e-01   1.20822871e-01
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    1.85845147e-01   1.11839146e-02]
 [ -8.94177388e-02  -2.76007725e-01   1.61302993e-01  -4.02420100e-01
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   -6.92019940e-02   1.22426525e-01]]
[[ 0.62111143]
 [ 1.83674549]
 [ 0.22047276]
 [ 0.90483504]
 [-2.8555299 ]
 [-0.31905966]
 [-1.87355595]
 [ 0.06270107]
 [ 0.68556584]
 [ 0.86517102]]
Progress: 63.0% ... Training loss: 0.253 ... Validation loss: 0.435[[  1.95411826e-01   3.79731655e-01  -9.16608498e-02   1.40342464e-01
   -3.22180024e-01  -8.17912409e-02  -1.21524044e-01   1.20263306e-01
   -1.86620885e-02   2.66488567e-01]
 [  7.03501049e-03   1.06207772e-01  -2.13563573e-02   4.10654684e-02
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    1.39765475e-01  -3.27603558e-02]
 [  2.26600240e-01   7.11641091e-01   1.45105476e-02  -3.91148276e-02
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    8.29597966e-02   3.24075734e-01]
 [  5.51564225e-02  -4.72785522e-01  -1.87296197e-01   2.50292498e-01
   -8.28939131e-02   1.26323060e-01   2.78796056e-01   6.50667965e-02
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 [ -4.90349871e-02   3.45440164e-02  -1.50070980e-01   3.63940175e-02
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   -5.32659622e-02  -6.29281659e-02]
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   -1.70283125e-01  -2.09883789e-01]
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   -1.78175833e-01  -3.77953147e-01]
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 [  1.20945255e-02  -5.54393445e-01  -4.42883590e-02  -1.05892274e-01
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   -1.89205942e-01   1.04809965e-01]
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 [  4.97094211e-02   5.89010354e-02   1.89275660e-02   4.72438662e-02
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   -5.96107191e-01   8.38200423e-02  -2.19431097e-01   1.61170102e-01
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   -7.85328921e-02  -1.99220127e-02]
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   -5.19324722e-02   1.08067456e-01]
 [  1.65369370e-01  -2.13414018e-02  -2.23434849e-01  -3.59853194e-02
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 [  2.37350513e-01  -2.18902084e-01   7.47501960e-02   1.59026078e-02
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    1.40861796e-01  -1.37892236e-01]
 [ -9.39835014e-02  -8.63275324e-02   1.25113377e-01   1.21366149e-01
    1.57942220e-02  -1.19793813e-01   2.22647938e-01  -7.83512045e-02
    1.86240969e-01   1.17407188e-02]
 [ -8.87146864e-02  -2.73383911e-01   1.61530313e-01  -4.01454313e-01
   -3.89315440e-01   1.60172057e-01   1.88232411e-01  -1.31155989e-01
   -6.84176595e-02   1.23211495e-01]]
[[ 0.62272762]
 [ 1.83351008]
 [ 0.22184356]
 [ 0.91082941]
 [-2.85632235]
 [-0.31521835]
 [-1.86465941]
 [ 0.06541197]
 [ 0.68973774]
 [ 0.86871731]]
Progress: 63.0% ... Training loss: 0.252 ... Validation loss: 0.437[[  1.96300218e-01   3.82557061e-01  -9.12803352e-02   1.41836755e-01
   -3.24364602e-01  -8.23775239e-02  -1.24261169e-01   1.20374378e-01
   -1.76139664e-02   2.67920011e-01]
 [  6.84870965e-03   1.05834092e-01  -2.14209035e-02   4.07921695e-02
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    1.39556969e-01  -3.30059578e-02]
 [  2.27315607e-01   7.13185132e-01   1.47963309e-02  -3.83018949e-02
    8.94063775e-01  -3.12351410e-02  -1.04914860e+00  -4.16363520e-02
    8.40552076e-02   3.25124498e-01]
 [  5.61088545e-02  -4.70495557e-01  -1.86949501e-01   2.51863572e-01
   -8.44002443e-02   1.25991460e-01   2.75324405e-01   6.51221440e-02
    1.41509637e-01   3.35180786e-01]
 [ -5.05518125e-02   3.07976756e-02  -1.50695374e-01   3.37476260e-02
   -1.02925236e-01  -1.75410083e-01   1.65473191e-01  -1.15941916e-01
   -1.99563561e-01  -7.19154050e-02]
 [ -4.10259143e-01  -6.86606590e-01  -3.08482954e-01   1.25111191e-01
   -3.21165101e-01   4.71224755e-02   4.05140507e-01  -4.27135721e-02
   -5.33547131e-02  -6.30629626e-02]
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   -1.16852094e-01  -7.29584737e-02   1.80751855e-01  -1.93199402e-01
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   -1.12429237e-01  -4.34850280e-02   1.06178193e-01   1.13616393e-01
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   -1.81552745e-02   4.50809962e-02]
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   -1.70158200e-01  -2.09703115e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92565047e-01  -3.46769859e-01   9.15924685e-02   2.03406325e-01
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   -2.89024871e-01  -1.09462528e-01]
 [  8.22891169e-02  -2.41340314e-01  -2.96081561e-02   8.94617759e-02
   -6.23961457e-02  -8.13999043e-02   2.94091802e-01   1.97361810e-04
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 [  2.76747376e-02  -1.49598206e-01  -2.14144822e-01   1.33143691e-01
   -7.11737789e-02   8.43974585e-02  -4.26113991e-03  -2.11775821e-02
   -9.70825902e-02  -1.31513835e-02]
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 [ -5.36252854e-02  -7.62403167e-02   2.80811048e-01   1.20524579e-01
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 [  7.27051645e-02  -4.95717341e-03   9.02667319e-02   9.69206053e-02
   -5.86337399e-02  -2.06267952e-02   1.55121367e-01   1.20126965e-01
   -1.57018621e-02  -4.43130453e-02]
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 [  6.06839379e-02  -5.17898559e-02  -1.10605015e-01   6.92833198e-02
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   -1.41649009e-01  -3.84463165e-02]
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   -1.94292752e-02   2.74776512e-02]
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   -1.78161545e-01  -3.77936194e-01]
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 [  1.23737896e-02  -5.53941068e-01  -4.41879856e-02  -1.05506758e-01
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   -3.64109714e-01  -2.19332110e-01]
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   -7.11711968e-02   8.68479959e-02]
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   -9.12555555e-02  -1.36910810e-01]
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   -2.60430805e-01  -2.80088261e-02]
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   -2.49481547e-02  -1.35914301e-01]
 [  8.89749742e-02   2.58745582e-01   1.55494117e-01  -1.21264178e-01
   -1.03949626e-01   6.01014223e-02  -1.49223508e-01   2.79431957e-01
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 [  3.65393886e-01   3.77098175e-01  -7.63887346e-02   3.14470767e-01
   -8.68832774e-01  -2.89572148e-01  -5.17976033e-01   1.77755397e-01
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 [  5.52140286e-02   1.12894482e-01   2.56986824e-01   2.54078360e-01
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   -1.30576269e-01  -2.81351829e-01]
 [  1.96047618e-02  -1.04912940e-01  -1.22312207e-01  -6.30755755e-02
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   -1.98155597e-01  -1.37816223e-01   7.24921713e-02   3.88801809e-02
   -1.88934215e-01   1.05222015e-01]
 [  8.13482457e-02   7.72623266e-02   1.09053418e-01   1.25362233e-02
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   -1.16667728e-02  -8.13380836e-02]
 [ -4.81815769e-03   1.35024368e-01   8.57302483e-02  -3.10561486e-02
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   -1.87670734e-02   1.74939611e-01]
 [  2.23022580e-01   9.79964709e-02   2.78095138e-02   7.45330992e-02
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   -5.83159087e-02  -2.52860857e-02]
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   -5.96369492e-01   8.37711373e-02  -2.19717868e-01   1.61180713e-01
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   -2.83161148e-01  -1.02238592e-01]
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   -2.12485319e-01   2.69858786e-02]
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   -1.70543554e-01  -2.28218898e-01]
 [  5.02348279e-02  -3.36035788e-01  -1.82188522e-01  -1.08327220e-01
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 [ -9.23408019e-02   1.85230037e-03   2.75065859e-01   3.94417093e-02
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   -7.91526591e-02  -2.07366018e-02]
 [ -3.20345773e-01  -1.63533307e-02   2.49801013e-02   1.31140665e-02
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   -5.23636350e-02   1.07612935e-01]
 [  1.64935820e-01  -2.29234541e-02  -2.23620620e-01  -3.66549004e-02
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    1.41249571e-01  -1.37449215e-01]
 [ -9.39391983e-02  -8.61737568e-02   1.25127795e-01   1.21426709e-01
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    1.86283178e-01   1.18046122e-02]
 [ -8.81582572e-02  -2.71605923e-01   1.61714646e-01  -4.00861291e-01
   -3.93790829e-01   1.59867062e-01   1.85899318e-01  -1.31098534e-01
   -6.77913737e-02   1.24036428e-01]]
[[ 0.62304428]
 [ 1.83194655]
 [ 0.22095236]
 [ 0.90901942]
 [-2.85669602]
 [-0.31436077]
 [-1.8655681 ]
 [ 0.06629034]
 [ 0.68800164]
 [ 0.86913534]]
Progress: 63.1% ... Training loss: 0.252 ... Validation loss: 0.438[[  1.97282236e-01   3.86494855e-01  -9.08511732e-02   1.43379450e-01
   -3.30884868e-01  -8.28812714e-02  -1.26521525e-01   1.20476567e-01
   -1.64952326e-02   2.69494080e-01]
 [  6.79123496e-03   1.05705747e-01  -2.14483065e-02   4.06788836e-02
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    1.39486778e-01  -3.30940626e-02]
 [  2.30096628e-01   7.21890140e-01   1.58355585e-02  -3.39359794e-02
    8.79610258e-01  -3.28112356e-02  -1.05678397e+00  -4.13204059e-02
    8.72022854e-02   3.29039111e-01]
 [  5.62860171e-02  -4.69855663e-01  -1.86907028e-01   2.51935540e-01
   -8.41345344e-02   1.26033221e-01   2.74855819e-01   6.51250614e-02
    1.41480559e-01   3.34283878e-01]
 [ -5.18703326e-02   2.69255239e-02  -1.51303008e-01   3.12041990e-02
   -9.41653319e-02  -1.74478765e-01   1.68360898e-01  -1.16130232e-01
   -2.01170996e-01  -7.37027548e-02]
 [ -4.09778417e-01  -6.86117229e-01  -3.08346451e-01   1.25582513e-01
   -3.21754234e-01   4.69043816e-02   4.04070536e-01  -4.26668808e-02
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 [  4.89803595e-02  -3.39025751e-01  -1.82582279e-01  -1.10108550e-01
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   -7.92379691e-02  -2.08636330e-02]
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 [ -9.32903938e-02  -8.42318574e-02   1.25364677e-01   1.22293244e-01
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    1.86822522e-01   1.27579143e-02]
 [ -8.74230156e-02  -2.68716281e-01   1.61903081e-01  -4.00133888e-01
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   -6.69694456e-02   1.25040320e-01]]
[[ 0.62892508]
 [ 1.83983255]
 [ 0.22659634]
 [ 0.91377196]
 [-2.8533135 ]
 [-0.31039663]
 [-1.86598951]
 [ 0.07200659]
 [ 0.69303669]
 [ 0.87690108]]
Progress: 63.1% ... Training loss: 0.256 ... Validation loss: 0.437[[  2.00294513e-01   3.96161106e-01  -8.96305001e-02   1.48119811e-01
   -3.40336421e-01  -8.44720212e-02  -1.34051298e-01   1.20864603e-01
   -1.30449244e-02   2.73984026e-01]
 [  6.06575482e-03   1.03742939e-01  -2.16842369e-02   3.96442471e-02
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    1.38770488e-01  -3.39701698e-02]
 [  2.29663837e-01   7.21846307e-01   1.58101047e-02  -3.40507897e-02
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    8.69391925e-02   3.28726510e-01]
 [  5.38465556e-02  -4.75753871e-01  -1.87720658e-01   2.48470506e-01
   -7.70050951e-02   1.27251194e-01   2.80004461e-01   6.48118730e-02
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 [ -5.24520521e-02   2.43355016e-02  -1.51536019e-01   3.00618698e-02
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   -2.01966612e-01  -7.44263933e-02]
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   -5.20304065e-02  -6.09584085e-02]
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   -1.64532554e-01   6.51129051e-02  -5.57925316e-02  -3.02595975e-02
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   -1.71853488e-01  -2.11433091e-01]
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 [  8.27420217e-02  -2.40545387e-01  -2.94626937e-02   8.99805542e-02
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 [  2.76298700e-02  -1.49509388e-01  -2.14176746e-01   1.32992175e-01
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   -9.72460271e-02  -1.29065080e-02]
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 [  7.23430853e-02  -4.99123488e-03   9.01417356e-02   9.63510923e-02
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   -1.61844686e-02  -4.48910031e-02]
 [  9.85689535e-03  -1.63007964e-01  -2.94484866e-01  -5.65473569e-02
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 [  6.08312242e-02  -5.11973080e-02  -1.10478195e-01   6.97741155e-02
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   -1.24510597e-02  -8.22798374e-02]
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 [  5.15940440e-02  -3.31544393e-01  -1.81617787e-01  -1.06123652e-01
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   -8.00761243e-02  -2.18812749e-02]
 [ -3.20390286e-01  -1.57398747e-02   2.49710722e-02   1.30489063e-02
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 [  2.38072166e-01  -2.18105841e-01   7.51186910e-02   1.73801407e-02
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 [ -9.38367602e-02  -8.55471263e-02   1.25173316e-01   1.21475621e-01
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    1.86212046e-01   1.20299378e-02]
 [ -8.72949429e-02  -2.68299557e-01   1.61954108e-01  -3.99951460e-01
   -3.99708882e-01   1.59497796e-01   1.83568802e-01  -1.31016390e-01
   -6.68174979e-02   1.25187431e-01]]
[[ 0.63491484]
 [ 1.84549432]
 [ 0.22982957]
 [ 0.91840118]
 [-2.85779046]
 [-0.30780789]
 [-1.86429695]
 [ 0.07647195]
 [ 0.69741096]
 [ 0.88173853]]
Progress: 63.2% ... Training loss: 0.261 ... Validation loss: 0.440[[  1.98957737e-01   3.92573847e-01  -9.01325514e-02   1.46089519e-01
   -3.30227898e-01  -8.37558730e-02  -1.30158414e-01   1.20692040e-01
   -1.45368241e-02   2.72042997e-01]
 [  5.93161888e-03   1.03325053e-01  -2.17331527e-02   3.94517341e-02
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    1.38623518e-01  -3.41530609e-02]
 [  2.27005166e-01   7.13773693e-01   1.46735097e-02  -3.86013138e-02
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    8.34627002e-02   3.24459525e-01]
 [  5.47969567e-02  -4.71306885e-01  -1.87291456e-01   2.50024000e-01
   -8.32372514e-02   1.26742268e-01   2.77034647e-01   6.49253723e-02
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 [ -5.16098707e-02   2.71466528e-02  -1.51245625e-01   3.13096606e-02
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   -2.01091557e-01  -7.30528774e-02]
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   -5.17679936e-02  -6.05459585e-02]
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   -1.61243011e-01   6.55223203e-02  -5.35730974e-02  -3.03632723e-02
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   -1.72276410e-01  -2.11871066e-01]
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   -1.70242961e-02  -4.59111016e-02]
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   -1.78719254e-01  -3.78659497e-01]
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   -9.15182279e-02  -1.37266271e-01]
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 [  3.65023564e-01   3.76603623e-01  -7.64728931e-02   3.13912432e-01
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 [  5.52711614e-02   1.12334682e-01   2.57058325e-01   2.54154117e-01
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   -1.27491791e-02  -8.26525539e-02]
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   -5.82030920e-02  -2.51752401e-02]
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 [  2.37479532e-01   3.33555990e-01   2.43686819e-01   1.42253289e-01
   -5.96876762e-01   8.37394316e-02  -2.19718657e-01   1.61188601e-01
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   -8.89241216e-02   1.34336023e-01  -1.08076755e-01  -1.60956746e-02
   -4.02589696e-02   4.10819076e-02]
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   -2.83029562e-01  -1.02048069e-01]
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   -2.12545911e-01   2.69607325e-02]
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   -1.70969326e-01  -2.28757697e-01]
 [  5.16756412e-02  -3.30891852e-01  -1.81579425e-01  -1.05959730e-01
   -2.76399708e-01  -1.60312131e-02   2.20670390e-01  -1.64430502e-01
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 [ -9.36203703e-02  -1.75182130e-03   2.74662054e-01   3.76054001e-02
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   -8.04780251e-02  -2.23084155e-02]
 [ -3.20493647e-01  -1.64033018e-02   2.49377083e-02   1.29357613e-02
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   -5.25974751e-02   1.07245510e-01]
 [  1.64657888e-01  -2.31589840e-02  -2.23668990e-01  -3.69108135e-02
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    2.79851616e-02  -1.50669687e-01]
 [  2.36190946e-01  -2.23460070e-01   7.43493788e-02   1.43600138e-02
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    1.39605002e-01  -1.38927131e-01]
 [ -9.49147335e-02  -8.83135133e-02   1.24777383e-01   1.19869901e-01
    2.03969796e-02  -1.19355041e-01   2.24103994e-01  -7.84779788e-02
    1.85017924e-01   1.05354924e-02]
 [ -8.73355632e-02  -2.67164746e-01   1.61976228e-01  -3.99970849e-01
   -4.00893952e-01   1.59490576e-01   1.83140187e-01  -1.31014201e-01
   -6.67422133e-02   1.25121644e-01]]
[[ 0.61956493]
 [ 1.83274669]
 [ 0.2152708 ]
 [ 0.90537806]
 [-2.87235355]
 [-0.31982311]
 [-1.87640174]
 [ 0.06402913]
 [ 0.68200996]
 [ 0.86779439]]
Progress: 63.2% ... Training loss: 0.251 ... Validation loss: 0.435[[  2.01262274e-01   4.00170689e-01  -8.92747930e-02   1.49607266e-01
   -3.37866174e-01  -8.49458972e-02  -1.37262196e-01   1.20946354e-01
   -1.19398407e-02   2.75524893e-01]
 [  6.26473973e-03   1.04048921e-01  -2.15987468e-02   4.00067284e-02
    9.10201567e-02  -4.10140962e-03   3.56146951e-01   4.00955301e-02
    1.39043264e-01  -3.36316193e-02]
 [  2.29486392e-01   7.20589604e-01   1.55269467e-02  -3.50156060e-02
    8.76752776e-01  -3.26623938e-02  -1.05711598e+00  -4.14245902e-02
    8.62864905e-02   3.28122533e-01]
 [  5.16345166e-02  -4.78623877e-01  -1.88290587e-01   2.45739504e-01
   -7.38451716e-02   1.28372977e-01   2.85179359e-01   6.45964501e-02
    1.36817658e-01   3.27323473e-01]
 [ -5.36721053e-02   2.31529106e-02  -1.51917013e-01   2.85741345e-02
   -7.70352977e-02  -1.73427978e-01   1.71789939e-01  -1.16279112e-01
   -2.03448725e-01  -7.61552966e-02]
 [ -4.07897019e-01  -6.81830000e-01  -3.07647705e-01   1.28299139e-01
   -3.23782667e-01   4.60081148e-02   4.00700848e-01  -4.24490113e-02
   -5.09102222e-02  -5.94508448e-02]
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   -1.07441873e-01  -7.16046130e-02   1.85232580e-01  -1.93523623e-01
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 [  1.02173255e-01  -3.74886452e-01   2.65550644e-02  -8.59269365e-02
   -1.28232959e-01  -4.49833401e-02   9.91332060e-02   1.13924724e-01
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   -1.60979931e-01   6.56640401e-02  -5.30299922e-02  -3.03901278e-02
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   -4.38165359e-01  -1.01955229e-01   1.97846280e-01  -1.17823651e-01
   -1.85165433e-02   4.47843513e-02]
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   -2.21521701e-01   4.34912329e-03   2.63449187e-01  -1.02456677e-01
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   -1.73110423e-01  -2.13000587e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91368973e-01  -3.44576164e-01   9.20445259e-02   2.05068332e-01
   -1.88560762e-01  -6.07138255e-02   1.12080391e-01  -2.62451653e-01
   -2.87752607e-01  -1.07845420e-01]
 [  8.24895942e-02  -2.40894316e-01  -2.95481748e-02   8.96405146e-02
   -6.25290844e-02  -8.14880142e-02   2.93442314e-01   2.21077781e-04
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 [  2.83105904e-02  -1.47616359e-01  -2.13928511e-01   1.34116528e-01
   -7.06558510e-02   8.41623058e-02  -5.55470966e-03  -2.10968468e-02
   -9.63887784e-02  -1.18290926e-02]
 [ -1.19688923e-01  -1.07001019e-01  -2.01088619e-01   1.59544352e-01
   -1.08574548e-02   1.33091821e-01   2.89170509e-03  -2.51164488e-01
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 [ -5.52957072e-02  -8.07303907e-02   2.80217115e-01   1.18104465e-01
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    9.17415318e-02   6.58677196e-02]
 [  7.31961052e-02  -2.20502471e-03   9.04363007e-02   9.75660635e-02
   -6.14489326e-02  -2.09609419e-02   1.52219701e-01   1.20159116e-01
   -1.52138919e-02  -4.36441625e-02]
 [  1.05150969e-02  -1.61162231e-01  -2.94270264e-01  -5.56259480e-02
    9.46023338e-03  -9.19956669e-02   7.36280142e-02   1.61732033e-01
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 [  6.01526262e-02  -5.33927653e-02  -1.10743424e-01   6.86914707e-02
   -2.29118501e-01   3.13594837e-01   2.74988440e-01   2.04976191e-01
   -1.42113580e-01  -3.90739536e-02]
 [  1.30290254e-02  -5.65893749e-03   1.26501005e-01   1.26121596e-01
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 [  1.09518243e-01   7.19182459e-02  -4.42496968e-02  -1.00699233e-01
   -1.35563726e-01  -3.29564478e-01   1.37705161e-01   7.80847400e-03
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 [ -1.12029038e-01  -1.12375655e-01  -1.85359616e-02   1.24318965e-02
   -8.57912939e-02  -2.02660347e-01  -1.04437133e-02  -2.12104315e-02
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   -3.45726341e-01   3.93970337e-03   8.16711157e-02  -2.66230416e-02
   -1.95391452e-02   2.73456124e-02]
 [ -2.85291137e-02  -1.77007146e-01  -7.43818291e-02  -1.22066382e-01
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   -1.78732219e-01  -3.78652281e-01]
 [ -1.83082448e-02  -4.97412102e-01  -3.20975403e-02  -7.53789621e-02
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    2.80436739e-02  -3.92205250e-01]
 [  1.20275918e-02  -5.54717874e-01  -4.43162126e-02  -1.06002658e-01
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   -3.64498321e-01  -2.19758497e-01]
 [ -1.76739675e-01  -6.78464909e-01  -1.17865929e-02  -2.07108149e-01
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   -7.11212037e-02   8.69201459e-02]
 [ -3.05429290e-01  -5.13586648e-01   5.35430985e-02  -5.17211650e-02
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   -9.19093685e-02  -1.37756090e-01]
 [ -2.13297375e-01  -3.75169937e-01   2.49787912e-01  -2.46656111e-01
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   -2.61234456e-01  -2.89599792e-02]
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   -2.53536953e-02  -1.36493037e-01]
 [  9.03183478e-02   2.61835650e-01   1.56004376e-01  -1.19191007e-01
   -1.07971655e-01   5.94148826e-02  -1.52320232e-01   2.79586936e-01
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 [  3.65644130e-01   3.78693201e-01  -7.62398899e-02   3.14865968e-01
   -8.73288695e-01  -2.89721164e-01  -5.17623870e-01   1.77802128e-01
    4.05687135e-01  -1.11034431e-04]
 [  5.52706911e-02   1.12335976e-01   2.57067576e-01   2.54166279e-01
   -3.55368464e-02  -2.00607128e-01  -1.82927355e-01  -1.32561901e-01
   -1.30451808e-01  -2.81222824e-01]
 [  1.96125672e-02  -1.04786569e-01  -1.22317514e-01  -6.32089242e-02
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 [  9.93388324e-03  -3.68651916e-02  -6.56406439e-02  -4.36029214e-02
   -3.51465576e-02  -1.83995655e-01   4.48780496e-02   1.02271535e-02
    4.16512268e-02   1.03664691e-02]
 [  3.13417620e-02   1.10257247e-01   2.43967132e-01   7.41051673e-02
   -2.06161382e-01  -1.38770928e-01   6.69424822e-02   3.90783232e-02
   -1.86907792e-01   1.07784319e-01]
 [  8.11351918e-02   7.76547863e-02   1.09009926e-01   1.24173650e-02
   -2.35519825e-01   6.31904592e-02   2.89338100e-03  -2.71162533e-01
   -1.17956520e-02  -8.14567152e-02]
 [ -5.38326130e-03   1.34468084e-01   8.55116699e-02  -3.20056934e-02
   -6.66823401e-02   1.76784624e-01   5.04670225e-02   1.18046672e-01
   -1.95350845e-02   1.74046008e-01]
 [  2.22825693e-01   9.77795311e-02   2.77168846e-02   7.39927713e-02
    1.42297413e-02  -2.50395807e-02  -2.24081756e-01   1.47705781e-01
   -5.86544572e-02  -2.57347632e-02]
 [  4.96533034e-02   5.92843086e-02   1.89323294e-02   4.72349440e-02
   -4.68688111e-01  -1.25711254e-01  -2.50640862e-01   4.12016400e-02
    1.21919627e-01   1.97870691e-01]
 [  6.89771570e-02   4.98248873e-01   1.31654970e-01   4.59625650e-01
   -1.43262787e+00  -3.02800329e-01  -5.43139473e-01  -6.98879164e-02
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   -1.20087280e+00  -7.93586461e-02  -4.02237915e-01   1.50788862e-01
    2.18271741e-01   4.73175172e-01]
 [  2.36799555e-01   3.32100200e-01   2.43452463e-01   1.41336090e-01
   -5.95368819e-01   8.40852333e-02  -2.18164400e-01   1.61118559e-01
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 [ -8.06997516e-02   2.41040647e-01   2.38307424e-01   6.34714664e-03
   -8.93818539e-02   1.34330114e-01  -1.08262575e-01  -1.60942058e-02
   -4.02469005e-02   4.10597159e-02]
 [ -1.07015362e-01   9.26086514e-03   2.11693980e-02   8.14156422e-02
   -7.02102684e-02   1.19428300e-01   2.28864833e-01   1.88071621e-02
   -2.82755781e-01  -1.01723652e-01]
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   -2.12581850e-01   2.69155635e-02]
 [  5.13113951e-03  -4.51344950e-01  -1.29889772e-01  -1.68935050e-01
    3.78952224e-01   2.70129272e-02   2.13100647e-01   1.51585389e-01
   -1.70817779e-01  -2.28582259e-01]
 [  5.25628567e-02  -3.27317146e-01  -1.81216534e-01  -1.04458120e-01
   -2.82619165e-01  -1.65557651e-02   2.17874267e-01  -1.64327281e-01
    5.95699281e-02  -2.46557599e-01]
 [ -9.40672503e-02  -2.87091563e-03   2.74506771e-01   3.70680499e-02
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   -8.09600248e-02  -2.28570754e-02]
 [ -3.20166949e-01  -1.55305386e-02   2.50581977e-02   1.33033367e-02
    1.47129186e-01  -1.90207233e-01   9.28982240e-03   2.35879488e-01
   -5.22923021e-02   1.07618160e-01]
 [  1.63975913e-01  -2.35886498e-02  -2.23818466e-01  -3.74862546e-02
    8.16578808e-02  -3.12351158e-01   6.79980311e-02  -1.64082736e-01
    2.73057847e-02  -1.51497190e-01]
 [  2.37225168e-01  -2.21982427e-01   7.46957745e-02   1.56661701e-02
    8.19019338e-02  -5.23110616e-02   2.84068521e-02  -1.34060173e-01
    1.40700412e-01  -1.37558316e-01]
 [ -9.48118930e-02  -8.78058568e-02   1.24817462e-01   1.20107709e-01
    2.08331039e-02  -1.19388613e-01   2.24002777e-01  -7.84619345e-02
    1.85213481e-01   1.06704115e-02]
 [ -8.71519113e-02  -2.65952405e-01   1.62010042e-01  -3.99884955e-01
   -4.03068893e-01   1.59423831e-01   1.82152469e-01  -1.31002437e-01
   -6.65802469e-02   1.25367797e-01]]
[[ 0.62691109]
 [ 1.84152043]
 [ 0.22142679]
 [ 0.90880407]
 [-2.8671263 ]
 [-0.31620149]
 [-1.87526754]
 [ 0.06989325]
 [ 0.68790175]
 [ 0.8733883 ]]
Progress: 63.3% ... Training loss: 0.255 ... Validation loss: 0.434[[  1.99253947e-01   3.94042236e-01  -9.00357873e-02   1.46166679e-01
   -3.26930969e-01  -8.38727303e-02  -1.31272506e-01   1.20710804e-01
   -1.41792932e-02   2.72659365e-01]
 [  6.13102227e-03   1.03641900e-01  -2.16427098e-02   3.98423497e-02
    9.10418285e-02  -4.04188983e-03   3.56382015e-01   4.00822970e-02
    1.38906141e-01  -3.38014033e-02]
 [  2.28465582e-01   7.18407079e-01   1.51446838e-02  -3.68049670e-02
    8.84692851e-01  -3.20863763e-02  -1.05458163e+00  -4.15525668e-02
    8.49502075e-02   3.26384625e-01]
 [  5.54080098e-02  -4.68274616e-01  -1.86950783e-01   2.51258633e-01
   -8.64399182e-02   1.26454281e-01   2.75715935e-01   6.50239417e-02
    1.41061177e-01   3.32734344e-01]
 [ -5.24624202e-02   2.56388545e-02  -1.51504151e-01   3.05669471e-02
   -8.05152722e-02  -1.74138472e-01   1.69867066e-01  -1.16116455e-01
   -2.01964592e-01  -7.46283888e-02]
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 [ -9.50738684e-02  -8.86144902e-02   1.24719597e-01   1.19644820e-01
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    1.84903703e-01   1.02276404e-02]
 [ -8.88928655e-02  -2.70823545e-01   1.61392855e-01  -4.02453503e-01
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[[ 0.61733178]
 [ 1.83291857]
 [ 0.21062846]
 [ 0.90304165]
 [-2.87698837]
 [-0.32432877]
 [-1.88332   ]
 [ 0.06258944]
 [ 0.67968937]
 [ 0.86508316]]
Progress: 63.4% ... Training loss: 0.252 ... Validation loss: 0.435[[  2.00437881e-01   3.96273474e-01  -8.97262554e-02   1.47517641e-01
   -3.27290700e-01  -8.43919237e-02  -1.33714301e-01   1.20813104e-01
   -1.29654254e-02   2.74366810e-01]
 [  6.07325797e-03   1.03435306e-01  -2.16722906e-02   3.97627382e-02
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    1.38868396e-01  -3.38206641e-02]
 [  2.27830559e-01   7.14266534e-01   1.48373434e-02  -3.81874825e-02
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    8.41898457e-02   3.25416186e-01]
 [  5.35561702e-02  -4.73519644e-01  -1.87566140e-01   2.48712387e-01
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 [ -4.92891927e-02   3.30639264e-02  -1.50471173e-01   3.48326862e-02
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   -5.13656177e-02  -5.99742982e-02]
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   -1.72385185e-01  -2.12058951e-01]
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   -1.72235912e-02  -4.60359261e-02]
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 [ -3.19835825e-01  -1.52611809e-02   2.51574105e-02   1.35095331e-02
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    1.84659160e-01   1.00008768e-02]
 [ -8.75072922e-02  -2.67290764e-01   1.61819745e-01  -4.00756218e-01
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   -6.69129478e-02   1.24868072e-01]]
[[ 0.61843199]
 [ 1.83513434]
 [ 0.21465466]
 [ 0.90366611]
 [-2.8748553 ]
 [-0.32130702]
 [-1.87770737]
 [ 0.06375996]
 [ 0.68123065]
 [ 0.86699534]]
Progress: 63.4% ... Training loss: 0.251 ... Validation loss: 0.432[[  2.02646611e-01   4.02502863e-01  -8.89544096e-02   1.50622454e-01
   -3.34996375e-01  -8.54026962e-02  -1.39830329e-01   1.21037000e-01
   -1.05581904e-02   2.77438199e-01]
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 [  2.29526981e-01   7.17759826e-01   1.53784860e-02  -3.59890807e-02
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    8.59550557e-02   3.27726850e-01]
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   -8.14216214e-02   1.27338546e-01   2.80181512e-01   6.47862575e-02
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   -5.13701343e-02  -6.00411710e-02]
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   -1.72156440e-01  -2.11784924e-01]
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   -1.19875662e+00  -7.85880557e-02  -3.98644500e-01   1.50656639e-01
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 [  2.35884515e-01   3.29835260e-01   2.43115962e-01   1.39925899e-01
   -5.91916809e-01   8.45857019e-02  -2.15871954e-01   1.61016347e-01
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   -8.77176069e-02   1.34526304e-01  -1.06928885e-01  -1.61394333e-02
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   -6.98472769e-02   1.19531246e-01   2.29310793e-01   1.87863895e-02
   -2.82933273e-01  -1.01969563e-01]
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   -2.12795893e-01   2.67738322e-02]
 [  5.88059789e-03  -4.49898309e-01  -1.29634386e-01  -1.67864756e-01
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   -1.70019668e-01  -2.27606117e-01]
 [  5.40384708e-02  -3.22949166e-01  -1.80762819e-01  -1.02509995e-01
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 [ -9.30138344e-02  -1.84691470e-03   2.74896707e-01   3.84708814e-02
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   -7.97782917e-02  -2.14509815e-02]
 [ -3.19961154e-01  -1.55845774e-02   2.51197963e-02   1.33568834e-02
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   -5.20981512e-02   1.07993628e-01]
 [  1.61216592e-01  -3.09611801e-02  -2.24834910e-01  -4.16756752e-02
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 [  2.37402737e-01  -2.21169321e-01   7.47051729e-02   1.58590779e-02
    8.10370114e-02  -5.23872734e-02   2.87051143e-02  -1.34049469e-01
    1.40773217e-01  -1.37626435e-01]
 [ -9.49406001e-02  -8.84980628e-02   1.24782719e-01   1.19836042e-01
    2.27304016e-02  -1.19274650e-01   2.24508656e-01  -7.84847439e-02
    1.85061728e-01   1.05042424e-02]
 [ -8.66651017e-02  -2.64173586e-01   1.62111025e-01  -3.99677024e-01
   -4.08358090e-01   1.59225835e-01   1.80440078e-01  -1.30995109e-01
   -6.60110038e-02   1.26133192e-01]]
[[ 0.62486739]
 [ 1.8401919 ]
 [ 0.22094747]
 [ 0.90873358]
 [-2.87020326]
 [-0.31693191]
 [-1.87118113]
 [ 0.06859827]
 [ 0.68535093]
 [ 0.87411152]]
Progress: 63.5% ... Training loss: 0.252 ... Validation loss: 0.430[[  2.01846798e-01   4.00238704e-01  -8.92234758e-02   1.49024367e-01
   -3.27464989e-01  -8.49696891e-02  -1.37944994e-01   1.20929362e-01
   -1.15946841e-02   2.76326659e-01]
 [  6.37257125e-03   1.04317527e-01  -2.15536916e-02   4.02836484e-02
    8.93551423e-02  -4.19932301e-03   3.55785999e-01   4.01099821e-02
    1.39221359e-01  -3.33877082e-02]
 [  2.24963848e-01   7.05460453e-01   1.35696462e-02  -4.34994555e-02
    9.09448583e-01  -2.98334085e-02  -1.04943473e+00  -4.20671330e-02
    8.00956947e-02   3.21029575e-01]
 [  5.50505410e-02  -4.67662652e-01  -1.86896913e-01   2.51698773e-01
   -9.42421274e-02   1.26293948e-01   2.76727450e-01   6.50085775e-02
    1.41096686e-01   3.32362894e-01]
 [ -4.55019997e-02   3.83306183e-02  -1.49033804e-01   4.14347663e-02
   -1.01857799e-01  -1.77708293e-01   1.56738165e-01  -1.15385249e-01
   -1.94374247e-01  -6.48290867e-02]
 [ -4.07026348e-01  -6.79920335e-01  -3.07286637e-01   1.29421667e-01
   -3.28164705e-01   4.55361136e-02   3.99121434e-01  -4.23441614e-02
   -5.00169921e-02  -5.84282416e-02]
 [ -8.90012385e-03  -3.33621238e-01   7.68144939e-03   8.09096174e-02
   -1.03924794e-01  -7.07791943e-02   1.89595845e-01  -1.93685807e-01
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 [  1.00374607e-01  -3.80494669e-01   2.57728223e-02  -8.95987492e-02
   -1.17559185e-01  -4.38802143e-02   1.02077339e-01   1.13654240e-01
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 [ -1.75170056e-01  -2.15338924e-01  -3.00712535e-01  -1.64918841e-02
   -1.63125475e-01   6.53760124e-02  -5.50785329e-02  -3.03464619e-02
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 [  1.82044554e-02  -4.99699078e-01   6.35215792e-02  -7.63655969e-02
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   -2.39096505e-02   3.79806092e-02]
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   -2.29153644e-01   3.43844751e-03   2.59320493e-01  -1.02287111e-01
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   -1.71964997e-01  -2.11510386e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91563812e-01  -3.44487262e-01   9.19355845e-02   2.04309374e-01
   -1.87763380e-01  -6.05225430e-02   1.12486197e-01  -2.62475925e-01
   -2.88076959e-01  -1.08088700e-01]
 [  8.30923780e-02  -2.39383599e-01  -2.92978158e-02   9.06050600e-02
   -6.60459987e-02  -8.18490804e-02   2.91772841e-01   2.92284312e-04
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 [  2.75337074e-02  -1.50037914e-01  -2.14168536e-01   1.33070293e-01
   -6.84511878e-02   8.45194553e-02  -3.49341649e-03  -2.11748672e-02
   -9.72063979e-02  -1.29954194e-02]
 [ -1.20144754e-01  -1.08622724e-01  -2.01243415e-01   1.58750702e-01
   -9.70560531e-03   1.33314669e-01   4.34659773e-03  -2.51197268e-01
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 [ -5.38401058e-02  -7.77148493e-02   2.80688653e-01   1.20318978e-01
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 [  7.08321077e-02  -8.97017071e-03   8.95387231e-02   9.36005024e-02
   -5.09421542e-02  -1.94780457e-02   1.57364342e-01   1.19854159e-01
   -1.81220653e-02  -4.68486900e-02]
 [  9.47092200e-03  -1.64254867e-01  -2.94703993e-01  -5.74679130e-02
    1.35247050e-02  -9.14797153e-02   7.51947553e-02   1.61594472e-01
    1.03785560e-01  -3.94443972e-02]
 [  5.96550812e-02  -5.51142859e-02  -1.10970838e-01   6.76385636e-02
   -2.25276171e-01   3.13947433e-01   2.76036872e-01   2.04900004e-01
   -1.42871725e-01  -4.02157507e-02]
 [  1.33304408e-02  -5.14517140e-03   1.26588602e-01   1.26390562e-01
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 [  1.10576234e-01   7.41919860e-02  -4.39270553e-02  -9.93378049e-02
   -1.38336624e-01  -3.30060095e-01   1.35142779e-01   7.90071243e-03
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   -8.74183818e-02  -2.02887042e-01  -1.17102797e-02  -2.11667140e-02
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   -3.46998316e-01   3.99712354e-03   8.21344301e-02  -2.66343163e-02
   -1.95339967e-02   2.70270816e-02]
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   -1.79148807e-01  -3.79272440e-01]
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    2.80350792e-02  -3.92292929e-01]
 [  1.30095450e-02  -5.53053952e-01  -4.39693018e-02  -1.04490522e-01
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   -3.63359191e-01  -2.18322318e-01]
 [ -1.77190135e-01  -6.79235067e-01  -1.19532619e-02  -2.07789605e-01
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   -7.16191002e-02   8.63292417e-02]
 [ -3.05139269e-01  -5.13536804e-01   5.36703201e-02  -5.11805509e-02
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   -9.15024214e-02  -1.37253900e-01]
 [ -2.13104556e-01  -3.74843629e-01   2.49870237e-01  -2.46290000e-01
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   -2.61000753e-01  -2.86813579e-02]
 [ -1.48064697e-01  -2.74809864e-01  -1.87209555e-01  -1.23178476e-01
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   -2.62620764e-02  -1.37446951e-01]
 [  9.13510739e-02   2.65680284e-01   1.56377871e-01  -1.17665868e-01
   -1.13671948e-01   5.88540506e-02  -1.56137853e-01   2.79688920e-01
    5.18376530e-02   1.60101836e-01]
 [  3.64961816e-01   3.77903663e-01  -7.65205199e-02   3.13126997e-01
   -8.70314732e-01  -2.89216358e-01  -5.17112590e-01   1.77715701e-01
    4.04880139e-01  -1.19398154e-03]
 [  5.51839064e-02   1.11427837e-01   2.57060547e-01   2.53957651e-01
   -3.46632492e-02  -2.00581177e-01  -1.82646792e-01  -1.32575609e-01
   -1.30575143e-01  -2.81418440e-01]
 [  1.87069263e-02  -1.07542841e-01  -1.22650493e-01  -6.45356633e-02
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    2.47302356e-02   1.97255040e-01]
 [  9.32420203e-03  -3.87724194e-02  -6.58752410e-02  -4.45727103e-02
   -3.20764373e-02  -1.83708421e-01   4.67172489e-02   1.01572413e-02
    4.09307907e-02   9.48155008e-03]
 [  3.12484688e-02   1.09813355e-01   2.43965009e-01   7.39138920e-02
   -2.04860609e-01  -1.38758968e-01   6.72435011e-02   3.90674619e-02
   -1.87022165e-01   1.07589870e-01]
 [  8.18342381e-02   7.95473330e-02   1.09200340e-01   1.32812598e-02
   -2.38436064e-01   6.28627078e-02   3.24506927e-04  -2.71093682e-01
   -1.10669960e-02  -8.05302136e-02]
 [ -6.07098466e-03   1.32684913e-01   8.52395699e-02  -3.31803830e-02
   -6.24726926e-02   1.77111447e-01   5.17678930e-02   1.17954098e-01
   -2.03924705e-02   1.73091639e-01]
 [  2.22585205e-01   9.67358458e-02   2.75638502e-02   7.33319157e-02
    1.71870664e-02  -2.48395965e-02  -2.23460320e-01   1.47660329e-01
   -5.91325501e-02  -2.64553108e-02]
 [  5.13088339e-02   6.40537854e-02   1.95192720e-02   4.96091473e-02
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 [  7.01438861e-02   5.00815042e-01   1.32059551e-01   4.61176391e-01
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 [  1.72108753e-01   4.77315740e-01   6.71872722e-02   4.32123827e-01
   -1.19709581e+00  -7.82105800e-02  -3.98579923e-01   1.50569688e-01
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 [  2.35813215e-01   3.29552235e-01   2.43093734e-01   1.39806876e-01
   -5.91625099e-01   8.46204377e-02  -2.15572962e-01   1.61009336e-01
    2.34488020e-01   7.07905486e-02]
 [ -8.09568427e-02   2.40383409e-01   2.38223910e-01   6.10335038e-03
   -8.82295972e-02   1.34443301e-01  -1.07255076e-01  -1.61220195e-02
   -4.05290109e-02   4.07522724e-02]
 [ -1.07007468e-01   9.11400724e-03   2.11684377e-02   8.14329893e-02
   -7.08319819e-02   1.19426025e-01   2.28723099e-01   1.88075174e-02
   -2.82707045e-01  -1.01715942e-01]
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   -2.12782421e-01   2.67925511e-02]
 [  5.72434746e-03  -4.50413634e-01  -1.29692949e-01  -1.68106986e-01
    3.76441054e-01   2.67108754e-02   2.11602195e-01   1.51646523e-01
   -1.70203041e-01  -2.27823827e-01]
 [  5.37052567e-02  -3.22655315e-01  -1.80836795e-01  -1.02872960e-01
   -2.91892254e-01  -1.70631122e-02   2.14574627e-01  -1.64211302e-01
    6.09717348e-02  -2.45213120e-01]
 [ -9.30338686e-02  -2.01377258e-03   2.74910226e-01   3.84437444e-02
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   -7.97908012e-02  -2.14706749e-02]
 [ -3.20273165e-01  -1.67278255e-02   2.50086733e-02   1.29183817e-02
    1.50451720e-01  -1.90189722e-01   1.00198400e-02   2.35860192e-01
   -5.24399416e-02   1.07560441e-01]
 [  1.59885837e-01  -3.57455518e-02  -2.25337501e-01  -4.38107114e-02
    9.79111540e-02  -3.10192731e-01   7.70759765e-02  -1.64545926e-01
    2.24857474e-02  -1.57364812e-01]
 [  2.37090480e-01  -2.22750000e-01   7.45569010e-02   1.52047445e-02
    8.25953409e-02  -5.22067935e-02   2.92882750e-02  -1.34094708e-01
    1.40312607e-01  -1.38214593e-01]
 [ -9.34528911e-02  -8.48979349e-02   1.25334994e-01   1.21973867e-01
    1.85012106e-02  -1.20003441e-01   2.21059155e-01  -7.83179531e-02
    1.86661178e-01   1.25657914e-02]
 [ -8.80589623e-02  -2.67136177e-01   1.61619869e-01  -4.01788364e-01
   -4.02606084e-01   1.59985534e-01   1.83324366e-01  -1.31158705e-01
   -6.76132098e-02   1.24298554e-01]]
[[ 0.61331177]
 [ 1.8276037 ]
 [ 0.21267524]
 [ 0.90382724]
 [-2.88111035]
 [-0.32250601]
 [-1.87211393]
 [ 0.06142521]
 [ 0.67697584]
 [ 0.8634048 ]]
Progress: 63.5% ... Training loss: 0.251 ... Validation loss: 0.435[[  2.00087977e-01   3.94677623e-01  -8.97991660e-02   1.46607531e-01
   -3.21124388e-01  -8.40125230e-02  -1.32451294e-01   1.20760203e-01
   -1.33418716e-02   2.73931299e-01]
 [  6.83613288e-03   1.05690842e-01  -2.13965844e-02   4.09503964e-02
    8.77026485e-02  -4.43985896e-03   3.54676962e-01   4.01565584e-02
    1.39713769e-01  -3.27304026e-02]
 [  2.26863083e-01   7.07918937e-01   1.42419370e-02  -4.02015846e-02
    9.04015247e-01  -3.07543241e-02  -1.05399624e+00  -4.18646597e-02
    8.24672435e-02   3.24018232e-01]
 [  5.52034848e-02  -4.66577352e-01  -1.86923592e-01   2.52198549e-01
   -9.54352110e-02   1.26110912e-01   2.76212802e-01   6.50134783e-02
    1.41739461e-01   3.32888331e-01]
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 [ -3.20103530e-01  -1.65165290e-02   2.50635737e-02   1.31638962e-02
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 [  1.61145922e-01  -3.29640515e-02  -2.24850401e-01  -4.17343455e-02
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 [ -9.41428557e-02  -8.63690936e-02   1.25099470e-01   1.21260433e-01
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    1.86200971e-01   1.18517861e-02]
 [ -8.89897413e-02  -2.68971466e-01   1.61283029e-01  -4.03211685e-01
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   -6.86335870e-02   1.22890763e-01]]
[[ 0.60846755]
 [ 1.82427985]
 [ 0.20724297]
 [ 0.89700201]
 [-2.87820157]
 [-0.32779608]
 [-1.8793872 ]
 [ 0.05593925]
 [ 0.66852986]
 [ 0.8573351 ]]
Progress: 63.5% ... Training loss: 0.254 ... Validation loss: 0.438[[  2.00429586e-01   3.94823259e-01  -8.96272793e-02   1.47167101e-01
   -3.19930767e-01  -8.42184383e-02  -1.31814922e-01   1.20806792e-01
   -1.26891690e-02   2.74935724e-01]
 [  7.17558961e-03   1.06501248e-01  -2.12562199e-02   4.15432933e-02
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    1.40161747e-01  -3.21839417e-02]
 [  2.26204639e-01   7.07935481e-01   1.40062136e-02  -4.11189495e-02
    9.01488274e-01  -3.04116630e-02  -1.05393591e+00  -4.19146515e-02
    8.18867706e-02   3.23633047e-01]
 [  5.12136361e-02  -4.76551721e-01  -1.88311955e-01   2.46209512e-01
   -8.18012513e-02   1.28305329e-01   2.86800634e-01   6.46326572e-02
    1.37239249e-01   3.27605865e-01]
 [ -4.34390991e-02   4.31841721e-02  -1.48151666e-01   4.48216428e-02
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   -1.92041171e-01  -6.24615807e-02]
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   -4.96094197e-02  -5.80367273e-02]
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   -1.61420412e-01   6.60742987e-02  -5.08385236e-02  -3.04976733e-02
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   -1.71650067e-01  -2.11031851e-01]
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   -9.73467291e-02  -1.32043237e-02]
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   -1.62595689e-02  -4.44283230e-02]
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   -1.43072484e-01  -4.04317879e-02]
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   -1.37263046e-01  -3.29842772e-01   1.35986073e-01   7.85714236e-03
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[[ 0.6139778 ]
 [ 1.83066021]
 [ 0.21376088]
 [ 0.90305431]
 [-2.87357898]
 [-0.32377382]
 [-1.87239726]
 [ 0.06153728]
 [ 0.67407311]
 [ 0.86114676]]
Progress: 63.6% ... Training loss: 0.251 ... Validation loss: 0.433[[  1.99840267e-01   3.92440704e-01  -8.98539528e-02   1.45984105e-01
   -3.15683942e-01  -8.38639126e-02  -1.29279329e-01   1.20749477e-01
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   -1.20147054e+00  -7.85917154e-02  -4.00313391e-01   1.50651908e-01
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 [  2.35913623e-01   3.29826905e-01   2.43147386e-01   1.40084692e-01
   -5.93493614e-01   8.45388402e-02  -2.15898410e-01   1.61027416e-01
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 [ -7.99097979e-02   2.43161656e-01   2.38591146e-01   7.70173851e-03
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   -3.93354759e-02   4.21934126e-02]
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   -2.81537807e-01  -1.00258590e-01]
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   -2.12430207e-01   2.72828870e-02]
 [  5.76241798e-03  -4.50314998e-01  -1.29683964e-01  -1.68096562e-01
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   -1.70164096e-01  -2.27757489e-01]
 [  5.15492926e-02  -3.29223163e-01  -1.81629706e-01  -1.06122491e-01
   -2.87997682e-01  -1.58841585e-02   2.21239936e-01  -1.64454316e-01
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 [ -9.27457593e-02  -2.43510973e-03   2.74972216e-01   3.87152282e-02
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   -7.95315634e-02  -2.09445774e-02]
 [ -3.19171471e-01  -1.49742204e-02   2.54001266e-02   1.44505727e-02
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   -5.12800677e-02   1.09028770e-01]
 [  1.61480722e-01  -3.25498009e-02  -2.24722290e-01  -4.12625827e-02
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    2.43943466e-02  -1.54861177e-01]
 [  2.37603913e-01  -2.23838552e-01   7.46868453e-02   1.58340534e-02
    8.15468430e-02  -5.24912444e-02   2.92755981e-02  -1.34051456e-01
    1.40837521e-01  -1.37595868e-01]
 [ -9.26374811e-02  -8.35213733e-02   1.25651345e-01   1.23436727e-01
    1.52066158e-02  -1.20472017e-01   2.19684459e-01  -7.82311979e-02
    1.87891048e-01   1.39111691e-02]
 [ -8.98710388e-02  -2.70665758e-01   1.60987168e-01  -4.04713784e-01
   -4.01217657e-01   1.60931669e-01   1.87437621e-01  -1.31341867e-01
   -6.94985889e-02   1.21957932e-01]]
[[ 0.6137943 ]
 [ 1.82763593]
 [ 0.21469108]
 [ 0.90574747]
 [-2.87284522]
 [-0.32109605]
 [-1.86866926]
 [ 0.06390733]
 [ 0.67693479]
 [ 0.86298598]]
Progress: 63.6% ... Training loss: 0.250 ... Validation loss: 0.437[[  1.98073412e-01   3.88349259e-01  -9.04848849e-02   1.43204074e-01
   -3.07489224e-01  -8.28993814e-02  -1.25860811e-01   1.20555669e-01
   -1.53918977e-02   2.71616345e-01]
 [  7.26823511e-03   1.06679524e-01  -2.12345286e-02   4.16519670e-02
    8.59329973e-02  -4.65042855e-03   3.53831179e-01   4.01994389e-02
    1.40227357e-01  -3.20323522e-02]
 [  2.25947933e-01   7.04717565e-01   1.37871916e-02  -4.19511484e-02
    9.09077634e-01  -3.00716219e-02  -1.05336964e+00  -4.19789434e-02
    8.13010189e-02   3.22661754e-01]
 [  6.08682988e-02  -4.52637676e-01  -1.84929197e-01   2.60795891e-01
   -1.13204877e-01   1.23429185e-01   2.60669346e-01   6.56287151e-02
    1.47754140e-01   3.40664714e-01]
 [ -4.50158871e-02   4.02844753e-02  -1.48637105e-01   4.24345731e-02
   -1.08459405e-01  -1.78324481e-01   1.54833997e-01  -1.15240077e-01
   -1.93560355e-01  -6.42902868e-02]
 [ -4.08355535e-01  -6.83759883e-01  -3.07785278e-01   1.27097332e-01
   -3.26796726e-01   4.62138730e-02   4.03171721e-01  -4.24961756e-02
   -5.15745380e-02  -6.01751749e-02]
 [ -8.74408642e-03  -3.35196337e-01   7.74312175e-03   8.08873787e-02
   -1.04555137e-01  -7.09153328e-02   1.89990284e-01  -1.93646039e-01
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 [  1.02904992e-01  -3.77073044e-01   2.65878101e-02  -8.60028023e-02
   -1.27213435e-01  -4.49723479e-02   9.47159772e-02   1.13883111e-01
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 [ -1.77621525e-01  -2.23553946e-01  -3.01519697e-01  -1.97218865e-02
   -1.60509256e-01   6.65176083e-02  -4.73792196e-02  -3.05949691e-02
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 [  1.75527989e-02  -5.04578793e-01   6.32994350e-02  -7.78669102e-02
   -4.21687768e-01  -9.89768008e-02   2.10016532e-01  -1.18481004e-01
   -2.42553828e-02   3.75076216e-02]
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   -2.33430737e-01   3.51077311e-03   2.59768937e-01  -1.02297688e-01
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   -1.72168550e-01  -2.11574332e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91856612e-01  -3.45273901e-01   9.18109501e-02   2.03701973e-01
   -1.87453184e-01  -6.03277153e-02   1.13472767e-01  -2.62514719e-01
   -2.88496319e-01  -1.08594003e-01]
 [  8.27507982e-02  -2.40244608e-01  -2.94087552e-02   8.99397337e-02
   -6.57278539e-02  -8.16992239e-02   2.92407376e-01   2.51015842e-04
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 [  2.65062474e-02  -1.53637483e-01  -2.14566433e-01   1.31441354e-01
   -6.54032558e-02   8.50129861e-02  -3.18006435e-04  -2.12761878e-02
   -9.83524132e-02  -1.43778626e-02]
 [ -1.20039959e-01  -1.08606034e-01  -2.01192015e-01   1.58937517e-01
   -1.09800679e-02   1.33194824e-01   4.12395086e-03  -2.51181737e-01
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 [ -5.48543706e-02  -8.16474405e-02   2.80326623e-01   1.18625733e-01
    5.04707002e-02  -6.85618840e-02  -1.06526170e-01   1.21188291e-01
    9.21897987e-02   6.68526480e-02]
 [  7.33829480e-02  -2.57200315e-03   9.04876473e-02   9.74813812e-02
   -6.27368416e-02  -2.08365974e-02   1.50237839e-01   1.20125275e-01
   -1.51728071e-02  -4.30254267e-02]
 [  9.53670395e-03  -1.65246756e-01  -2.94724774e-01  -5.74873001e-02
    1.32616126e-02  -9.14506203e-02   7.42227376e-02   1.61586088e-01
    1.03754615e-01  -3.95182322e-02]
 [  5.99652261e-02  -5.51000857e-02  -1.10888821e-01   6.80102740e-02
   -2.26763639e-01   3.13818174e-01   2.75273668e-01   2.04926830e-01
   -1.42553987e-01  -3.97455495e-02]
 [  1.29608311e-02  -6.95640742e-03   1.26430160e-01   1.25973299e-01
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 [  1.09240201e-01   7.04325888e-02  -4.43815054e-02  -1.01198502e-01
   -1.36263856e-01  -3.29411526e-01   1.38498692e-01   7.76851849e-03
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 [ -1.11984293e-01  -1.13187262e-01  -1.84923890e-02   1.25219587e-02
   -8.85033583e-02  -2.02762344e-01  -1.01214957e-02  -2.12025926e-02
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 [ -1.67477193e-01  -1.43733387e-01  -2.06269167e-01  -3.11120989e-02
   -3.48584618e-01   3.66472930e-03   8.09701065e-02  -2.65721667e-02
   -1.88748151e-02   2.78915695e-02]
 [ -2.93245122e-02  -1.80055467e-01  -7.46691336e-02  -1.23294797e-01
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   -1.79589041e-01  -3.79791263e-01]
 [ -1.79369295e-02  -4.97686507e-01  -3.19954202e-02  -7.49276203e-02
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    2.83656967e-02  -3.91830647e-01]
 [  1.39276582e-02  -5.51665763e-01  -4.36609068e-02  -1.03127225e-01
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   -3.62356012e-01  -2.17024752e-01]
 [ -1.77006381e-01  -6.79245560e-01  -1.19012366e-02  -2.07540853e-01
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   -7.14241380e-02   8.66363352e-02]
 [ -3.04135971e-01  -5.12220102e-01   5.40320131e-02  -4.96251951e-02
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   -9.04021960e-02  -1.35765748e-01]
 [ -2.13149371e-01  -3.75367804e-01   2.49853753e-01  -2.46334742e-01
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   -2.61036787e-01  -2.86624635e-02]
 [ -1.47116149e-01  -2.73278352e-01  -1.86870006e-01  -1.21744372e-01
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   -2.52238127e-02  -1.36086152e-01]
 [  9.01154663e-02   2.63257711e-01   1.55960696e-01  -1.19485571e-01
   -1.10097001e-01   5.95118351e-02  -1.52599494e-01   2.79566530e-01
    5.06360159e-02   1.58685760e-01]
 [  3.65072620e-01   3.78614557e-01  -7.64376667e-02   3.12999875e-01
   -8.72919921e-01  -2.89240981e-01  -5.17471314e-01   1.77730138e-01
    4.05072720e-01  -1.09579313e-03]
 [  5.57095449e-02   1.12322065e-01   2.57281397e-01   2.54744649e-01
   -3.57532232e-02  -2.00871299e-01  -1.83353795e-01  -1.32517699e-01
   -1.29952848e-01  -2.80668356e-01]
 [  1.89795279e-02  -1.07306484e-01  -1.22559316e-01  -6.41542905e-02
    2.23145099e-01   4.06338359e-02  -5.77855353e-03  -1.86230896e-01
    2.50456347e-02   1.97697402e-01]
 [  9.35842060e-03  -3.96965208e-02  -6.59034784e-02  -4.46681067e-02
   -3.03100137e-02  -1.83706910e-01   4.70251696e-02   1.01580285e-02
    4.08927765e-02   9.43688243e-03]
 [  3.11370257e-02   1.08988917e-01   2.43935532e-01   7.37120799e-02
   -2.04059167e-01  -1.38715948e-01   6.74847829e-02   3.90581492e-02
   -1.87159032e-01   1.07455867e-01]
 [  8.11908394e-02   7.76140999e-02   1.08939493e-01   1.21204413e-02
   -2.34160596e-01   6.32492051e-02   1.60634185e-03  -2.71172235e-01
   -1.19357238e-02  -8.17354345e-02]
 [ -7.09882887e-03   1.29829948e-01   8.48579558e-02  -3.48107738e-02
   -5.80249663e-02   1.77662019e-01   5.46342527e-02   1.17840556e-01
   -2.15024264e-02   1.71796520e-01]
 [  2.21966555e-01   9.49369463e-02   2.73153942e-02   7.22080376e-02
    1.99374506e-02  -2.45148967e-02  -2.22167441e-01   1.47594388e-01
   -5.98761021e-02  -2.73364558e-02]
 [  5.11864355e-02   6.43560621e-02   1.94743837e-02   4.94270514e-02
   -4.76318235e-01  -1.26493692e-01  -2.54647223e-01   4.13598240e-02
    1.23559346e-01   1.99957490e-01]
 [  6.76530481e-02   4.93741517e-01   1.31134036e-01   4.57727067e-01
   -1.43104627e+00  -3.01877881e-01  -5.39545923e-01  -7.00287045e-02
    3.13020220e-01   3.56443546e-01]
 [  1.71914913e-01   4.76376207e-01   6.71465245e-02   4.31901304e-01
   -1.19872749e+00  -7.81129732e-02  -3.97674953e-01   1.50550586e-01
    2.15998891e-01   4.70423349e-01]
 [  2.35121488e-01   3.27654369e-01   2.42868835e-01   1.38910451e-01
   -5.90773929e-01   8.49713991e-02  -2.13936154e-01   1.60941179e-01
    2.33841161e-01   6.98837693e-02]
 [ -8.00560924e-02   2.42873244e-01   2.38543467e-01   7.48521890e-03
   -9.29889992e-02   1.33953075e-01  -1.09636466e-01  -1.60311884e-02
   -3.95019856e-02   4.19869391e-02]
 [ -1.05906049e-01   1.21450027e-02   2.15769313e-02   8.31855800e-02
   -7.61041023e-02   1.18799098e-01   2.25459022e-01   1.89220389e-02
   -2.81408818e-01  -1.00107231e-01]
 [ -2.27435313e-01  -6.09670057e-02  -9.62096691e-02  -3.51710944e-01
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   -2.12608583e-01   2.70803581e-02]
 [  5.74453401e-03  -4.50373028e-01  -1.29690288e-01  -1.68120720e-01
    3.76150119e-01   2.67028564e-02   2.11334930e-01   1.51647881e-01
   -1.70185580e-01  -2.27784311e-01]
 [  5.20656260e-02  -3.27508203e-01  -1.81456453e-01  -1.05360920e-01
   -2.93385318e-01  -1.61617015e-02   2.19339601e-01  -1.64399833e-01
    5.92831405e-02  -2.47399916e-01]
 [ -9.23642298e-02  -2.15284509e-03   2.75092545e-01   3.92198942e-02
    1.44402813e-01   6.39674077e-02   6.00598091e-02  -2.94038412e-01
   -7.91748620e-02  -2.04522232e-02]
 [ -3.18724416e-01  -1.40885872e-02   2.55630843e-02   1.51515471e-02
    1.42678558e-01  -1.91030401e-01   6.38578599e-03   2.36016807e-01
   -5.07589089e-02   1.09671146e-01]
 [  1.60752349e-01  -3.51591594e-02  -2.25002856e-01  -4.25161594e-02
    9.68971734e-02  -3.10569426e-01   7.44473759e-02  -1.64448080e-01
    2.35027908e-02  -1.55855664e-01]
 [  2.37172747e-01  -2.25228327e-01   7.45413275e-02   1.51572588e-02
    8.33146251e-02  -5.22487817e-02   3.05325690e-02  -1.34094137e-01
    1.40416381e-01  -1.37948570e-01]
 [ -9.37297975e-02  -8.65255497e-02   1.25285523e-01   1.21909090e-01
    1.94391135e-02  -1.19925686e-01   2.22632038e-01  -7.83433073e-02
    1.86827336e-01   1.24418245e-02]
 [ -9.04038264e-02  -2.71471949e-01   1.60804053e-01  -4.05472637e-01
   -3.99886859e-01   1.61205193e-01   1.87934997e-01  -1.31398946e-01
   -7.00528816e-02   1.21191384e-01]]
[[ 0.60876878]
 [ 1.81794953]
 [ 0.20804359]
 [ 0.90093532]
 [-2.87244759]
 [-0.32500924]
 [-1.86959561]
 [ 0.05951305]
 [ 0.67100949]
 [ 0.85862758]]
Progress: 63.7% ... Training loss: 0.254 ... Validation loss: 0.444[[  1.96523295e-01   3.85803439e-01  -9.10199717e-02   1.40731888e-01
   -3.02681386e-01  -8.19924744e-02  -1.22261402e-01   1.20381429e-01
   -1.71861251e-02   2.69121568e-01]
 [  7.40420661e-03   1.07003070e-01  -2.11732328e-02   4.19121455e-02
    8.57721007e-02  -4.73997624e-03   3.53756624e-01   4.02154488e-02
    1.40375953e-01  -3.18163566e-02]
 [  2.25795829e-01   7.03483162e-01   1.36176866e-02  -4.30100373e-02
    9.10885163e-01  -3.00505970e-02  -1.05274676e+00  -4.20146944e-02
    8.09267988e-02   3.22130777e-01]
 [  5.98441271e-02  -4.55453072e-01  -1.85279348e-01   2.59497348e-01
   -1.12546250e-01   1.24111312e-01   2.63088359e-01   6.55290331e-02
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   -7.85825284e-02  -1.97119730e-02]
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 [  1.61405186e-01  -3.32906201e-02  -2.24802248e-01  -4.16575346e-02
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 [ -9.40515637e-02  -8.71629370e-02   1.25173887e-01   1.21429562e-01
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    1.86474649e-01   1.19886154e-02]
 [ -9.14603779e-02  -2.74091269e-01   1.60458262e-01  -4.07112051e-01
   -3.98257300e-01   1.61756192e-01   1.91508288e-01  -1.31499509e-01
   -7.11517078e-02   1.19845355e-01]]
[[ 0.60595673]
 [ 1.81758389]
 [ 0.20726543]
 [ 0.89919636]
 [-2.87035777]
 [-0.32597251]
 [-1.8706124 ]
 [ 0.05901932]
 [ 0.66912127]
 [ 0.85537599]]
Progress: 63.8% ... Training loss: 0.255 ... Validation loss: 0.446[[  1.94819141e-01   3.81767390e-01  -9.15558808e-02   1.38405630e-01
   -2.97411373e-01  -8.10691543e-02  -1.17210367e-01   1.20222900e-01
   -1.91381694e-02   2.66949297e-01]
 [  7.51123634e-03   1.07243442e-01  -2.11289038e-02   4.21031180e-02
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    1.40508364e-01  -3.16664110e-02]
 [  2.25783506e-01   7.02088370e-01   1.36027478e-02  -4.32261921e-02
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    8.08020191e-02   3.22325510e-01]
 [  5.82789328e-02  -4.58441563e-01  -1.85873186e-01   2.57291147e-01
   -1.10006532e-01   1.25066792e-01   2.66469782e-01   6.53501797e-02
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 [ -4.63678409e-02   3.67930958e-02  -1.49085780e-01   4.06628632e-02
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   -1.95010635e-01  -6.63180590e-02]
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   -5.24662542e-02  -6.14044668e-02]
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   -1.64387782e-01   6.58023000e-02  -5.08485825e-02  -3.04654668e-02
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   -1.72264572e-01  -2.11633724e-01]
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 [  7.28349994e-02  -4.05440525e-03   9.02729834e-02   9.64763434e-02
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   -1.58910484e-02  -4.39174718e-02]
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 [  5.96853220e-02  -5.63031157e-02  -1.10994833e-01   6.75895690e-02
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   -1.42896702e-01  -4.00633206e-02]
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 [ -9.31361913e-02  -8.46343264e-02   1.25499773e-01   1.22755032e-01
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    1.87331337e-01   1.32367326e-02]
 [ -9.10738244e-02  -2.72424139e-01   1.60609759e-01  -4.06577740e-01
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   -7.06520289e-02   1.20421631e-01]]
[[ 0.60460855]
 [ 1.81980942]
 [ 0.2076246 ]
 [ 0.89818015]
 [-2.87374328]
 [-0.32784051]
 [-1.87410487]
 [ 0.05776513]
 [ 0.66921966]
 [ 0.85367424]]
Progress: 63.8% ... Training loss: 0.257 ... Validation loss: 0.447[[  1.95486833e-01   3.81665729e-01  -9.13285595e-02   1.39337736e-01
   -3.00831126e-01  -8.13983946e-02  -1.16648439e-01   1.20265268e-01
   -1.82969953e-02   2.67577773e-01]
 [  7.78451658e-03   1.08046026e-01  -2.10349378e-02   4.25077126e-02
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    1.40771737e-01  -3.12898349e-02]
 [  2.25961233e-01   7.01732976e-01   1.36597728e-02  -4.30979601e-02
    9.12017807e-01  -2.99345790e-02  -1.05114704e+00  -4.20240953e-02
    8.09512407e-02   3.22280335e-01]
 [  5.76737644e-02  -4.60286365e-01  -1.86139576e-01   2.56121242e-01
   -1.08789665e-01   1.25429103e-01   2.66571997e-01   6.52963017e-02
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 [ -4.75757139e-02   3.29582133e-02  -1.49448323e-01   3.89220674e-02
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   -5.15873768e-02  -6.04678452e-02]
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   -1.71674176e-01  -2.11015309e-01]
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   -1.80247756e-01  -3.80613974e-01]
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 [  1.36385032e-02  -5.52684537e-01  -4.37652005e-02  -1.03568193e-01
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   -8.72459470e-01  -2.88600517e-01  -5.14269684e-01   1.77626957e-01
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 [  5.61331472e-02   1.13140708e-01   2.57458397e-01   2.55451950e-01
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   -1.87293584e-01   1.07196697e-01]
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   -1.22600955e-02  -8.21238969e-02]
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   -2.14239549e-02   1.71957089e-01]
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   -5.95468071e-02  -2.69238281e-02]
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 [  2.34930337e-01   3.27290280e-01   2.42833508e-01   1.38763124e-01
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   -2.13027711e-01   2.65130738e-02]
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   -1.69649567e-01  -2.27114058e-01]
 [  4.93089480e-02  -3.36957692e-01  -1.82458503e-01  -1.09645063e-01
   -2.86864081e-01  -1.45451847e-02   2.28001995e-01  -1.64720558e-01
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 [ -8.94977367e-02   4.80268113e-03   2.76118592e-01   4.37633151e-02
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   -7.60323564e-02  -1.64198925e-02]
 [ -3.17435525e-01  -1.14751749e-02   2.59925099e-02   1.70533935e-02
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   -4.93718480e-02   1.11104913e-01]
 [  1.61212252e-01  -3.54054730e-02  -2.24890127e-01  -4.19782797e-02
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 [  2.36962592e-01  -2.26975388e-01   7.44809909e-02   1.48443237e-02
    8.37062892e-02  -5.21493364e-02   3.18132019e-02  -1.34113523e-01
    1.40165627e-01  -1.38362265e-01]
 [ -9.37196136e-02  -8.56204149e-02   1.25290146e-01   1.21899232e-01
    1.71528596e-02  -1.19870912e-01   2.21900745e-01  -7.83479660e-02
    1.86677883e-01   1.23894570e-02]
 [ -9.05069029e-02  -2.70751033e-01   1.60832498e-01  -4.05747613e-01
   -4.01217088e-01   1.61208732e-01   1.87919182e-01  -1.31403923e-01
   -7.00706901e-02   1.21141668e-01]]
[[ 0.60997081]
 [ 1.82267099]
 [ 0.21501806]
 [ 0.90379282]
 [-2.86760954]
 [-0.32121916]
 [-1.86500857]
 [ 0.06352651]
 [ 0.67481266]
 [ 0.86076986]]
Progress: 63.9% ... Training loss: 0.252 ... Validation loss: 0.444[[  1.97531722e-01   3.88452476e-01  -9.05083804e-02   1.42501180e-01
   -3.09556760e-01  -8.24087188e-02  -1.21786499e-01   1.20491120e-01
   -1.55545702e-02   2.70643280e-01]
 [  7.78451658e-03   1.08046026e-01  -2.10349378e-02   4.25077126e-02
    8.39705286e-02  -4.95386219e-03   3.52687027e-01   4.02532635e-02
    1.40771737e-01  -3.12898349e-02]
 [  2.26438334e-01   7.04333412e-01   1.38345255e-02  -4.22275578e-02
    9.06598611e-01  -3.01723997e-02  -1.05479497e+00  -4.19944017e-02
    8.15347510e-02   3.22915404e-01]
 [  5.34853735e-02  -4.70945068e-01  -1.87692364e-01   2.49666251e-01
   -9.48886649e-02   1.27723527e-01   2.78536146e-01   6.48519001e-02
    1.39367520e-01   3.30681053e-01]
 [ -4.25867810e-02   4.49791556e-02  -1.47576712e-01   4.66088048e-02
   -1.14831152e-01  -1.79709018e-01   1.51292317e-01  -1.14934620e-01
   -1.90785154e-01  -6.11859880e-02]
 [ -4.07748676e-01  -6.82804949e-01  -3.07516463e-01   1.28031460e-01
   -3.29755796e-01   4.58557467e-02   4.03137435e-01  -4.24257620e-02
   -5.08018991e-02  -5.96363368e-02]
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   -1.05221380e-01  -7.05089849e-02   1.89560392e-01  -1.93734073e-01
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   -1.44224808e-01  -4.66102988e-02   8.95980875e-02   1.14209089e-01
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   -1.60353691e-01   6.67513551e-02  -4.55563083e-02  -3.06541186e-02
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   -4.33740944e-01  -1.00112737e-01   2.06958731e-01  -1.18276393e-01
   -2.09419741e-02   4.03022970e-02]
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   -2.38658888e-01   3.29798679e-03   2.59164181e-01  -1.02249661e-01
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   -1.72199253e-01  -2.11716836e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91662864e-01  -3.45487292e-01   9.19112297e-02   2.03952703e-01
   -1.86990645e-01  -6.04534320e-02   1.14059334e-01  -2.62491593e-01
   -2.88271406e-01  -1.08575121e-01]
 [  8.30155339e-02  -2.38417126e-01  -2.93033750e-02   9.03652402e-02
   -6.74623051e-02  -8.18228549e-02   2.91234083e-01   2.78191805e-04
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 [  2.79413138e-02  -1.51261971e-01  -2.14049341e-01   1.33658657e-01
   -7.17366494e-02   8.42740564e-02  -2.88279226e-03  -2.11248800e-02
   -9.66401359e-02  -1.23139011e-02]
 [ -1.19669808e-01  -1.06459149e-01  -2.01043994e-01   1.59699853e-01
   -1.55019031e-02   1.33038460e-01   1.61857561e-03  -2.51175051e-01
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 [ -5.51171383e-02  -8.23109672e-02   2.80257283e-01   1.18236646e-01
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 [  7.14409794e-02  -8.59190693e-03   8.97269760e-02   9.41798150e-02
   -5.48769310e-02  -1.96780401e-02   1.54817243e-01   1.19903763e-01
   -1.73996482e-02  -4.61195812e-02]
 [  1.13500304e-02  -1.60207705e-01  -2.94107700e-01  -5.48591923e-02
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 [  6.03982594e-02  -5.56566331e-02  -1.10700719e-01   6.87814005e-02
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   -1.41948854e-01  -3.90620422e-02]
 [  1.35781133e-02  -6.90220607e-03   1.26656324e-01   1.26807295e-01
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 [  1.09559408e-01   7.15538813e-02  -4.42529954e-02  -1.00736746e-01
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   -8.75917764e-02  -2.02478428e-01  -8.21474436e-03  -2.12557655e-02
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   -3.49240895e-01   3.49391135e-03   8.02726484e-02  -2.65415161e-02
   -1.85163550e-02   2.83337626e-02]
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   -1.80210049e-01  -3.80630072e-01]
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    2.89642203e-02  -3.91064810e-01]
 [  1.37637079e-02  -5.52428286e-01  -4.37271431e-02  -1.03392294e-01
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   -3.62538433e-01  -2.17243532e-01]
 [ -1.77024661e-01  -6.79728409e-01  -1.18989698e-02  -2.07535901e-01
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   -7.13554946e-02   8.67044614e-02]
 [ -3.03921803e-01  -5.12565947e-01   5.41220852e-02  -4.92324809e-02
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   -9.01038958e-02  -1.35387138e-01]
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   -2.60593130e-01  -2.80757613e-02]
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   -2.50906198e-02  -1.35898760e-01]
 [  8.99469515e-02   2.63018432e-01   1.55898816e-01  -1.19785594e-01
   -1.08998380e-01   5.96360239e-02  -1.52307664e-01   2.79542423e-01
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 [  3.63741750e-01   3.74655438e-01  -7.69463906e-02   3.10677207e-01
   -8.70141402e-01  -2.88224212e-01  -5.11972891e-01   1.77572010e-01
    4.03849831e-01  -3.10157798e-03]
 [  5.63455018e-02   1.13306736e-01   2.57537358e-01   2.55751915e-01
   -3.77431589e-02  -2.01252207e-01  -1.84542650e-01  -1.32447189e-01
   -1.29162555e-01  -2.79780847e-01]
 [  1.83549830e-02  -1.08913845e-01  -1.22770506e-01  -6.51453177e-02
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 [  8.78534658e-03  -4.08531348e-02  -6.60922946e-02  -4.56030237e-02
   -2.82016877e-02  -1.83416855e-01   4.80022532e-02   1.00968673e-02
    4.02368914e-02   8.51373309e-03]
 [  3.07468151e-02   1.07962218e-01   2.43794953e-01   7.30751404e-02
   -2.01393556e-01  -1.38516980e-01   6.83228751e-02   3.90160978e-02
   -1.87580386e-01   1.06827206e-01]
 [  8.16851198e-02   7.93487376e-02   1.09123974e-01   1.28980431e-02
   -2.35927014e-01   6.29837798e-02  -2.15321666e-04  -2.71149502e-01
   -1.13738012e-02  -8.10169558e-02]
 [ -7.01870939e-03   1.30325578e-01   8.49047300e-02  -3.47559765e-02
   -5.79579733e-02   1.77605541e-01   5.46572605e-02   1.17850444e-01
   -2.14453776e-02   1.71864549e-01]
 [  2.21935016e-01   9.48400362e-02   2.73032320e-02   7.20107007e-02
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   -5.99822548e-02  -2.74660977e-02]
 [  5.19368047e-02   6.65373814e-02   1.97114006e-02   5.04070159e-02
   -4.78957685e-01  -1.26883095e-01  -2.57737358e-01   4.14290075e-02
    1.24238670e-01   2.00727778e-01]
 [  6.92952351e-02   4.97203163e-01   1.31746256e-01   4.60559834e-01
   -1.44085746e+00  -3.02745291e-01  -5.41902218e-01  -6.98529019e-02
    3.15010315e-01   3.58702868e-01]
 [  1.72520894e-01   4.78176841e-01   6.73881645e-02   4.32890756e-01
   -1.20285424e+00  -7.83977654e-02  -3.98929635e-01   1.50619127e-01
    2.16732241e-01   4.71084145e-01]
 [  2.34410983e-01   3.25960631e-01   2.42623192e-01   1.37935631e-01
   -5.89677914e-01   8.53780387e-02  -2.12384939e-01   1.60861010e-01
    2.33113434e-01   6.88192358e-02]
 [ -7.95374235e-02   2.44605439e-01   2.38717775e-01   8.26497426e-03
   -9.56099485e-02   1.33688263e-01  -1.11105529e-01  -1.59787269e-02
   -3.89408238e-02   4.27158611e-02]
 [ -1.04676299e-01   1.57230149e-02   2.19848355e-02   8.50001343e-02
   -8.21773861e-02   1.18143357e-01   2.21678725e-01   1.90422411e-02
   -2.80101025e-01  -9.84207287e-02]
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   -2.13031896e-01   2.65188870e-02]
 [  6.44889244e-03  -4.49306189e-01  -1.29452185e-01  -1.67093778e-01
    3.73264631e-01   2.63181337e-02   2.09716243e-01   1.51721947e-01
   -1.69390618e-01  -2.26802333e-01]
 [  4.87773574e-02  -3.38531809e-01  -1.82681839e-01  -1.10551769e-01
   -2.84496905e-01  -1.42006247e-02   2.29381915e-01  -1.64804535e-01
    5.55632501e-02  -2.52614453e-01]
 [ -8.93330729e-02   5.40296043e-03   2.76176569e-01   4.40281621e-02
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   -7.58385522e-02  -1.62066433e-02]
 [ -3.17521091e-01  -1.18999790e-02   2.59611626e-02   1.68160488e-02
    1.36171440e-01  -1.91653670e-01   4.04731690e-03   2.36114568e-01
   -4.95113717e-02   1.10762342e-01]
 [  1.62786651e-01  -3.06819654e-02  -2.24270974e-01  -3.94313958e-02
    9.19045435e-02  -3.11528741e-01   7.00123657e-02  -1.64221002e-01
    2.59550752e-02  -1.53024664e-01]
 [  2.37585680e-01  -2.25425929e-01   7.47509101e-02   1.59931819e-02
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    1.41017662e-01  -1.37339696e-01]
 [ -9.30760412e-02  -8.49958245e-02   1.25524371e-01   1.22778779e-01
    1.70673270e-02  -1.20197237e-01   2.21178428e-01  -7.82762391e-02
    1.87502373e-01   1.33833336e-02]
 [ -9.14674349e-02  -2.71972540e-01   1.60489425e-01  -4.07218823e-01
   -4.01926102e-01   1.61736513e-01   1.89680289e-01  -1.31509798e-01
   -7.09836534e-02   1.19847332e-01]]
[[ 0.6159993 ]
 [ 1.83103864]
 [ 0.2208381 ]
 [ 0.90993872]
 [-2.86559312]
 [-0.31924078]
 [-1.86145612]
 [ 0.06669677]
 [ 0.67741695]
 [ 0.8646275 ]]
Progress: 63.9% ... Training loss: 0.250 ... Validation loss: 0.436[[  1.95953198e-01   3.84127077e-01  -9.10615391e-02   1.40308177e-01
   -2.99693138e-01  -8.15143598e-02  -1.17324379e-01   1.20301798e-01
   -1.72878701e-02   2.68507635e-01]
 [  7.73110900e-03   1.07878987e-01  -2.10614732e-02   4.24017886e-02
    8.40979574e-02  -4.91598390e-03   3.52747305e-01   4.02460808e-02
    1.40708954e-01  -3.13711579e-02]
 [  2.26244308e-01   7.02502232e-01   1.36703909e-02  -4.24897140e-02
    9.09246306e-01  -3.00701862e-02  -1.05351393e+00  -4.20229970e-02
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   -1.18503960e-02  -8.16460984e-02]
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 [  4.83670733e-02  -3.39335662e-01  -1.82786655e-01  -1.11116964e-01
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 [ -9.42428843e-02  -8.78957422e-02   1.25103288e-01   1.21197435e-01
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    1.86221848e-01   1.18737638e-02]
 [ -9.14723040e-02  -2.71760254e-01   1.60478207e-01  -4.07300892e-01
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   -7.09481469e-02   1.19969606e-01]]
[[ 0.60848721]
 [ 1.82750865]
 [ 0.21544433]
 [ 0.90215507]
 [-2.87079887]
 [-0.32536668]
 [-1.86875097]
 [ 0.05970906]
 [ 0.66920499]
 [ 0.85708386]]
Progress: 64.0% ... Training loss: 0.252 ... Validation loss: 0.439[[  1.98637018e-01   3.91248238e-01  -9.00370486e-02   1.44397657e-01
   -3.07606192e-01  -8.30127208e-02  -1.23770896e-01   1.20571158e-01
   -1.43941387e-02   2.72196177e-01]
 [  8.50464442e-03   1.09986116e-01  -2.07869385e-02   4.35498056e-02
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    1.41536747e-01  -3.02894653e-02]
 [  2.27743163e-01   7.05804698e-01   1.42380442e-02  -4.01772143e-02
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    8.31861201e-02   3.24995513e-01]
 [  4.85004693e-02  -4.82716117e-01  -1.89417267e-01   2.43041589e-01
   -8.13000138e-02   1.30218804e-01   2.90895919e-01   6.43421381e-02
    1.34332740e-01   3.24619025e-01]
 [ -4.24713010e-02   4.52847451e-02  -1.47453851e-01   4.71414155e-02
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   -1.90370874e-01  -6.09707851e-02]
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   -4.99267717e-02  -5.86497243e-02]
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 [  2.20275480e-02  -4.95569065e-01   6.48851224e-02  -7.18515372e-02
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   -1.74633056e-01  -2.14838547e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
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 [ -2.90972191e-01  -3.43484187e-01   9.21764296e-02   2.05023266e-01
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   -2.87600795e-01  -1.07780765e-01]
 [  8.26883431e-02  -2.38905450e-01  -2.93940399e-02   8.99478164e-02
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   -9.66640278e-02  -1.23721498e-02]
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 [ -5.54836070e-02  -8.29877685e-02   2.80090751e-01   1.17780166e-01
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 [  7.10516665e-02  -1.05693983e-02   8.95622813e-02   9.37575106e-02
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   -1.77432241e-02  -4.66628509e-02]
 [  1.19452161e-02  -1.58543994e-01  -2.93885385e-01  -5.40195449e-02
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 [  6.14633009e-02  -5.28802234e-02  -1.10285822e-01   7.03971879e-02
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   -1.40743194e-01  -3.77052818e-02]
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 [ -3.15734905e-01  -7.38662782e-03   2.65925201e-02   1.93133760e-02
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 [  1.62137263e-01  -3.22248965e-02  -2.24479265e-01  -4.03023515e-02
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 [ -9.33475832e-02  -8.58002319e-02   1.25426142e-01   1.22558198e-01
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    1.87130992e-01   1.30895560e-02]
 [ -9.15010819e-02  -2.71465867e-01   1.60486848e-01  -4.07326230e-01
   -4.03480389e-01   1.61735680e-01   1.89558191e-01  -1.31507816e-01
   -7.10117338e-02   1.19989505e-01]]
[[ 0.61502879]
 [ 1.83469421]
 [ 0.22105827]
 [ 0.90758521]
 [-2.86614257]
 [-0.32059897]
 [-1.86374293]
 [ 0.06718636]
 [ 0.6751014 ]
 [ 0.8632065 ]]
Progress: 64.0% ... Training loss: 0.251 ... Validation loss: 0.434[[  1.97440669e-01   3.87990713e-01  -9.05225429e-02   1.42343522e-01
   -3.01133833e-01  -8.22921095e-02  -1.20610686e-01   1.20427973e-01
   -1.61204558e-02   2.70449858e-01]
 [  8.50709373e-03   1.09859846e-01  -2.07734515e-02   4.35927697e-02
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    1.41574153e-01  -3.02410713e-02]
 [  2.26881178e-01   7.02593376e-01   1.37998943e-02  -4.18780253e-02
    9.10573838e-01  -3.02368129e-02  -1.05423766e+00  -4.19916001e-02
    8.18567365e-02   3.23561929e-01]
 [  4.99450056e-02  -4.78868300e-01  -1.88912013e-01   2.45258997e-01
   -8.95677239e-02   1.29580631e-01   2.86863330e-01   6.44871407e-02
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 [ -4.17222715e-02   4.59858678e-02  -1.47187642e-01   4.81463661e-02
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   -1.89302423e-01  -5.97992297e-02]
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   -5.07031366e-02  -5.94726645e-02]
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   -1.73544371e-01  -2.13401008e-01]
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   -1.81267587e-02  -4.71312729e-02]
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 [  6.06534922e-02  -5.55615182e-02  -1.10633883e-01   6.89726935e-02
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   -1.80017820e-01  -3.80427194e-01]
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   -3.62717465e-01  -2.17479144e-01]
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   -9.05171564e-02  -1.35900484e-01]
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   -8.71730138e-01  -2.88204016e-01  -5.12142471e-01   1.77548352e-01
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 [  5.57523229e-02   1.11569876e-01   2.57332235e-01   2.54883820e-01
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   -1.88063188e-01   1.06303926e-01]
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   -1.15500576e-02  -8.13100969e-02]
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   -2.08226244e-02   1.72766132e-01]
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   -6.01164110e-02  -2.76597297e-02]
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   -5.90816650e-01   8.53026307e-02  -2.12922431e-01   1.60877882e-01
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 [  4.86341289e-02  -3.38930328e-01  -1.82696283e-01  -1.10624778e-01
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 [ -8.92557357e-02   4.73241324e-03   2.76191547e-01   4.41389530e-02
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   -7.56961560e-02  -1.60764906e-02]
 [ -3.15312132e-01  -6.48257498e-03   2.67510106e-02   1.99364284e-02
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   -4.72068739e-02   1.13654910e-01]
 [  1.61216767e-01  -3.53492099e-02  -2.24844494e-01  -4.17563542e-02
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    2.41460653e-02  -1.55255298e-01]
 [  2.36495024e-01  -2.29539111e-01   7.43462556e-02   1.44864647e-02
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    1.39910450e-01  -1.38775638e-01]
 [ -9.30461830e-02  -8.44025563e-02   1.25529605e-01   1.22967620e-01
    1.65068072e-02  -1.20195787e-01   2.20884458e-01  -7.82831068e-02
    1.87245820e-01   1.34633119e-02]
 [ -9.20573326e-02  -2.72676139e-01   1.60273241e-01  -4.08268897e-01
   -4.01700319e-01   1.62038099e-01   1.90811209e-01  -1.31578785e-01
   -7.16723939e-02   1.19282579e-01]]
[[ 0.60934284]
 [ 1.82870547]
 [ 0.21742693]
 [ 0.90505845]
 [-2.86860094]
 [-0.32414844]
 [-1.86482999]
 [ 0.06267583]
 [ 0.67103407]
 [ 0.85935257]]
Progress: 64.0% ... Training loss: 0.251 ... Validation loss: 0.437[[  2.00274844e-01   3.97595002e-01  -8.94503752e-02   1.46607279e-01
   -3.09957000e-01  -8.38446664e-02  -1.29648018e-01   1.20737550e-01
   -1.29438843e-02   2.73990949e-01]
 [  8.82282889e-03   1.10676156e-01  -2.06705032e-02   4.40327384e-02
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    1.41911948e-01  -2.98070052e-02]
 [  2.28296084e-01   7.06380936e-01   1.43462926e-02  -4.00169527e-02
    9.07108163e-01  -3.10282800e-02  -1.05987836e+00  -4.18483120e-02
    8.34181145e-02   3.25172741e-01]
 [  4.96495127e-02  -4.78884935e-01  -1.88949754e-01   2.45185756e-01
   -9.32118206e-02   1.29741452e-01   2.87204968e-01   6.44694946e-02
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 [ -4.26242089e-02   4.41191917e-02  -1.47539247e-01   4.67954768e-02
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   -1.90280976e-01  -6.12174030e-02]
 [ -4.06890337e-01  -6.79431339e-01  -3.07136524e-01   1.29563329e-01
   -3.34914099e-01   4.53341652e-02   4.00388317e-01  -4.23488952e-02
   -5.00257265e-02  -5.86832070e-02]
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   -1.55389171e-01   6.75831635e-02  -4.07573984e-02  -3.08142725e-02
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   -1.74184545e-01  -2.14212668e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91256352e-01  -3.43559805e-01   9.20696897e-02   2.04620433e-01
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   -2.88029468e-01  -1.08242938e-01]
 [  8.24944298e-02  -2.39020493e-01  -2.94526569e-02   8.96990226e-02
   -6.74032134e-02  -8.15877726e-02   2.92169678e-01   2.24919792e-04
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 [  2.75271128e-02  -1.52485154e-01  -2.14169248e-01   1.33189070e-01
   -7.20213513e-02   8.44344955e-02  -1.61284102e-03  -2.11682305e-02
   -9.71234418e-02  -1.28989269e-02]
 [ -1.17542442e-01  -1.01889696e-01  -2.00304035e-01   1.62664645e-01
   -2.11600066e-02   1.32038016e-01  -3.67619045e-03  -2.50950378e-01
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 [ -5.38229237e-02  -7.82550401e-02   2.80704474e-01   1.20298763e-01
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 [  7.05103324e-02  -1.14609508e-02   8.93442344e-02   9.27643002e-02
   -5.07953638e-02  -1.90935289e-02   1.56010877e-01   1.19782854e-01
   -1.84995617e-02  -4.74854142e-02]
 [  1.26547965e-02  -1.56916037e-01  -2.93638812e-01  -5.29505809e-02
   -1.14207723e-03  -9.31278865e-02   6.40830940e-02   1.61889008e-01
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 [  6.20096386e-02  -5.14370954e-02  -1.10111203e-01   7.10554039e-02
   -2.37368481e-01   3.12696828e-01   2.73255725e-01   2.05133286e-01
   -1.40154065e-01  -3.71995991e-02]
 [  1.10855621e-02  -1.44083454e-02   1.25754772e-01   1.23199766e-01
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   -3.48365932e-01   3.75138378e-03   8.16636250e-02  -2.65940099e-02
   -1.90546657e-02   2.76909038e-02]
 [ -2.96262822e-02  -1.82281201e-01  -7.47732971e-02  -1.23737681e-01
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   -1.79941373e-01  -3.80315886e-01]
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 [  1.38918786e-02  -5.52940167e-01  -4.36904035e-02  -1.03191252e-01
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   -3.62403502e-01  -2.17095407e-01]
 [ -1.76717478e-01  -6.79989412e-01  -1.18116193e-02  -2.07121928e-01
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   -7.10767241e-02   8.71164190e-02]
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   -9.02816543e-02  -1.35602229e-01]
 [ -2.12456026e-01  -3.74508027e-01   2.50093063e-01  -2.45286296e-01
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   -2.60262130e-01  -2.76812456e-02]
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   -2.48752000e-02  -1.35507268e-01]
 [  8.97888344e-02   2.63754713e-01   1.55852963e-01  -1.19941308e-01
   -1.10058575e-01   5.96715816e-02  -1.52778295e-01   2.79528032e-01
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 [  3.63483425e-01   3.75894498e-01  -7.69648019e-02   3.10516661e-01
   -8.71999204e-01  -2.88109394e-01  -5.12128185e-01   1.77531974e-01
    4.03369547e-01  -3.38694188e-03]
 [  5.52528966e-02   1.10409874e-01   2.57148300e-01   2.54108205e-01
   -3.31885174e-02  -2.00686790e-01  -1.82222321e-01  -1.32562193e-01
   -1.30380960e-01  -2.81375892e-01]
 [  1.86203226e-02  -1.08711260e-01  -1.22683454e-01  -6.48374472e-02
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 [  9.03030943e-03  -3.99595444e-02  -6.60601391e-02  -4.54113679e-02
   -2.83266865e-02  -1.83517378e-01   4.68807292e-02   1.01027255e-02
    4.04046873e-02   8.75897137e-03]
 [  3.12738405e-02   1.09114566e-01   2.44009628e-01   7.39023378e-02
   -2.01942002e-01  -1.38811852e-01   6.72067398e-02   3.90794650e-02
   -1.86963179e-01   1.07699544e-01]
 [  8.10256610e-02   7.71894482e-02   1.08866979e-01   1.18658094e-02
   -2.32593511e-01   6.33248382e-02   1.16311299e-03  -2.71226222e-01
   -1.21998978e-02  -8.21472909e-02]
 [ -5.60227047e-03   1.35053312e-01   8.53799663e-02  -3.27596971e-02
   -6.23046601e-02   1.76836632e-01   5.05079027e-02   1.17991527e-01
   -1.99942609e-02   1.73798201e-01]
 [  2.21669645e-01   9.42875061e-02   2.72035490e-02   7.15410613e-02
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   -6.03789404e-02  -2.79810540e-02]
 [  5.17991036e-02   6.63120064e-02   1.96550943e-02   5.03159839e-02
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 [  6.89261678e-02   4.95569488e-01   1.31584320e-01   4.60033234e-01
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   -1.21043656e+00  -7.90336422e-02  -4.02747710e-01   1.50768772e-01
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 [  2.34232856e-01   3.25320664e-01   2.42542000e-01   1.37669077e-01
   -5.89015485e-01   8.55139257e-02  -2.11896487e-01   1.60836345e-01
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 [ -8.07082669e-02   2.41733238e-01   2.38275270e-01   6.56611859e-03
   -9.18104217e-02   1.34351529e-01  -1.08242467e-01  -1.61009180e-02
   -4.02812995e-02   4.10484762e-02]
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   -8.49536611e-02   1.17728019e-01   2.19407211e-01   1.91189811e-02
   -2.79248828e-01  -9.73402416e-02]
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   -2.12979200e-01   2.66279879e-02]
 [  6.63465856e-03  -4.49241541e-01  -1.29385633e-01  -1.66828770e-01
    3.72621044e-01   2.62250351e-02   2.09571001e-01   1.51742756e-01
   -1.69176098e-01  -2.26559666e-01]
 [  5.02985491e-02  -3.34162530e-01  -1.82118437e-01  -1.08119882e-01
   -2.95768392e-01  -1.49569190e-02   2.25201657e-01  -1.64664187e-01
    5.72443216e-02  -2.50782229e-01]
 [ -8.78036684e-02   8.96116741e-03   2.76713107e-01   4.62511586e-02
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   -7.40451763e-02  -1.42674305e-02]
 [ -3.15426570e-01  -7.09455199e-03   2.67006421e-02   1.97775004e-02
    1.31058936e-01  -1.92714092e-01  -1.45115535e-03   2.36321575e-01
   -4.73271372e-02   1.13464152e-01]
 [  1.61143722e-01  -3.53385946e-02  -2.24840528e-01  -4.17604308e-02
    9.70477418e-02  -3.10669524e-01   7.37542087e-02  -1.64399487e-01
    2.40279764e-02  -1.55548970e-01]
 [  2.36379984e-01  -2.29770909e-01   7.43221326e-02   1.44508682e-02
    8.61790747e-02  -5.19228544e-02   3.49767132e-02  -1.34156963e-01
    1.39824388e-01  -1.38922080e-01]
 [ -9.31957924e-02  -8.47774392e-02   1.25483611e-01   1.22760749e-01
    1.68197908e-02  -1.20124307e-01   2.21111675e-01  -7.82970874e-02
    1.87094543e-01   1.32268014e-02]
 [ -9.18064461e-02  -2.71295223e-01   1.60389324e-01  -4.07996854e-01
   -4.01338660e-01   1.61915429e-01   1.89314512e-01  -1.31555735e-01
   -7.14411222e-02   1.19640303e-01]]
[[ 0.62106304]
 [ 1.83786121]
 [ 0.22724679]
 [ 0.91542708]
 [-2.86373921]
 [-0.31406654]
 [-1.85478697]
 [ 0.07362355]
 [ 0.68172298]
 [ 0.87273252]]
Progress: 64.1% ... Training loss: 0.253 ... Validation loss: 0.435[[  1.97809954e-01   3.92362183e-01  -9.03096677e-02   1.43012748e-01
   -3.03761864e-01  -8.25543268e-02  -1.23678104e-01   1.20450691e-01
   -1.55426653e-02   2.70697527e-01]
 [  8.55941064e-03   1.10039981e-01  -2.07782110e-02   4.36170193e-02
    8.02903334e-02  -5.37647109e-03   3.50608555e-01   4.03235566e-02
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 [  4.94690215e-02  -3.36093617e-01  -1.82398414e-01  -1.09233058e-01
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   -7.45392592e-02  -1.48048227e-02]
 [ -3.16106843e-01  -8.53716497e-03   2.64287816e-02   1.86566651e-02
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 [  2.36925131e-01  -2.28466242e-01   7.45515222e-02   1.53226256e-02
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 [ -9.36435700e-02  -8.59264191e-02   1.25307263e-01   1.22063000e-01
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    1.86576246e-01   1.25848962e-02]
 [ -9.32271150e-02  -2.74705320e-01   1.59868171e-01  -4.10072835e-01
   -3.97413639e-01   1.62677791e-01   1.93378380e-01  -1.31731844e-01
   -7.30441186e-02   1.17733025e-01]]
[[ 0.61325005]
 [ 1.83340544]
 [ 0.21915649]
 [ 0.90691142]
 [-2.86976936]
 [-0.32230699]
 [-1.86979088]
 [ 0.06552541]
 [ 0.67344014]
 [ 0.86453314]]
Progress: 64.2% ... Training loss: 0.250 ... Validation loss: 0.436[[  1.97966618e-01   3.93476546e-01  -9.02702705e-02   1.43096582e-01
   -3.05915278e-01  -8.25630086e-02  -1.22850178e-01   1.20459787e-01
   -1.53932979e-02   2.71095952e-01]
 [  9.39870151e-03   1.12232629e-01  -2.04734323e-02   4.48941203e-02
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    1.42572337e-01  -2.90052411e-02]
 [  2.31057456e-01   7.11717386e-01   1.54632718e-02  -3.55787199e-02
    8.98205715e-01  -3.26670196e-02  -1.06473032e+00  -4.14786108e-02
    8.69879820e-02   3.29400954e-01]
 [  4.78751708e-02  -4.85648844e-01  -1.89675256e-01   2.42630238e-01
   -9.15886512e-02   1.30981467e-01   2.93938657e-01   6.42258073e-02
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 [ -4.68950841e-02   3.48395019e-02  -1.49073826e-01   4.06167733e-02
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   -1.94971686e-01  -6.72477531e-02]
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   -5.08823562e-02  -5.97845842e-02]
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   -1.61191870e-01   6.68723782e-02  -4.44068989e-02  -3.06550608e-02
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   -4.50785356e-01  -1.01804240e-01   1.97117308e-01  -1.17970906e-01
   -1.78240628e-02   4.44173748e-02]
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   -1.73636413e-01  -2.13460127e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
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   -2.89299180e-01  -1.09831788e-01]
 [  8.15962538e-02  -2.40869409e-01  -2.97899521e-02   8.83257177e-02
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 [  2.77042460e-02  -1.52050013e-01  -2.14100311e-01   1.33310287e-01
   -7.30093134e-02   8.43469414e-02  -1.86488033e-03  -2.11553530e-02
   -9.69140394e-02  -1.25344145e-02]
 [ -1.17670740e-01  -1.02519551e-01  -2.00309953e-01   1.62609196e-01
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 [ -5.48995012e-02  -8.16007501e-02   2.80291101e-01   1.18716143e-01
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 [  7.04019192e-02  -1.16164119e-02   8.93112870e-02   9.25874058e-02
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   -1.86402832e-02  -4.76210597e-02]
 [  1.20403060e-02  -1.58830035e-01  -2.93910381e-01  -5.39925821e-02
    1.46395898e-03  -9.27886300e-02   6.57738400e-02   1.61816726e-01
    1.06385463e-01  -3.61993927e-02]
 [  6.23497835e-02  -5.05828901e-02  -1.09949648e-01   7.17203776e-02
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 [ -3.16221972e-01  -8.60565089e-03   2.63779817e-02   1.85022108e-02
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 [ -9.29990162e-02  -8.47381665e-02   1.25545449e-01   1.22971060e-01
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    1.87336152e-01   1.35257489e-02]
 [ -9.36071179e-02  -2.75471717e-01   1.59739842e-01  -4.10714454e-01
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   -7.34663308e-02   1.17284936e-01]]
[[ 0.61552374]
 [ 1.83861917]
 [ 0.22088515]
 [ 0.90700858]
 [-2.86418878]
 [-0.3204703 ]
 [-1.87000181]
 [ 0.06722114]
 [ 0.6759025 ]
 [ 0.86510181]]
Progress: 64.2% ... Training loss: 0.251 ... Validation loss: 0.434[[  1.96903662e-01   3.91357321e-01  -9.06210578e-02   1.41586123e-01
   -3.01405328e-01  -8.19714628e-02  -1.20347618e-01   1.20348545e-01
   -1.65874485e-02   2.69548918e-01]
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 [  2.31681693e-01   7.12100731e-01   1.56649840e-02  -3.48952426e-02
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    8.74523697e-02   3.29871970e-01]
 [  4.72116624e-02  -4.86540254e-01  -1.89797545e-01   2.42272231e-01
   -8.88347701e-02   1.31209413e-01   2.96833104e-01   6.41849179e-02
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 [ -4.75189396e-02   3.24190756e-02  -1.49270761e-01   3.97810567e-02
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   -1.95450199e-01  -6.81319715e-02]
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   -5.22807159e-02  -6.15687623e-02]
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   -1.73826899e-01  -2.13744558e-01]
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   -1.92648143e-02  -4.84178273e-02]
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 [  6.20593032e-02  -5.21652909e-02  -1.10070033e-01   7.11927837e-02
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   -1.80294114e-01  -3.80759999e-01]
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   -3.62961741e-01  -2.17763531e-01]
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 [  5.55854552e-02   1.10771726e-01   2.57270393e-01   2.54489555e-01
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   -1.85846555e-01   1.09147509e-01]
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   -1.33002600e-02  -8.34100026e-02]
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   -5.98882916e-02   1.77169149e-01   5.12579298e-02   1.17916704e-01
   -2.07270174e-02   1.72858999e-01]
 [  2.22066174e-01   9.53565364e-02   2.73333078e-02   7.20602403e-02
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   -6.00063624e-02  -2.75200331e-02]
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 [  4.79408272e-02  -3.40682413e-01  -1.83033130e-01  -1.11699248e-01
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 [ -8.87322145e-02   6.52741084e-03   2.76330946e-01   4.47105282e-02
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   -7.52575230e-02  -1.57177066e-02]
 [ -3.16245406e-01  -8.84351952e-03   2.63866511e-02   1.85253851e-02
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   -4.82021536e-02   1.12205619e-01]
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    2.55723085e-02  -1.53815654e-01]
 [  2.37115791e-01  -2.27131189e-01   7.46611190e-02   1.57792896e-02
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    1.40496433e-01  -1.37903683e-01]
 [ -9.37818653e-02  -8.70257686e-02   1.25263479e-01   1.21820484e-01
    1.79796956e-02  -1.19824609e-01   2.22754029e-01  -7.83728708e-02
    1.86463883e-01   1.23889413e-02]
 [ -9.34675590e-02  -2.74551758e-01   1.59768047e-01  -4.10567806e-01
   -3.99028021e-01   1.62811400e-01   1.94080051e-01  -1.31761069e-01
   -7.33620864e-02   1.17509403e-01]]
[[ 0.60867325]
 [ 1.83530651]
 [ 0.21343395]
 [ 0.89867664]
 [-2.86929831]
 [-0.32819423]
 [-1.88243554]
 [ 0.05934085]
 [ 0.66760282]
 [ 0.85782775]]
Progress: 64.2% ... Training loss: 0.252 ... Validation loss: 0.437[[  1.96959230e-01   3.91169808e-01  -9.06339566e-02   1.41457474e-01
   -2.99062182e-01  -8.18951905e-02  -1.20114202e-01   1.20345044e-01
   -1.66379346e-02   2.69491766e-01]
 [  8.77730957e-03   1.11080453e-01  -2.07071136e-02   4.39923313e-02
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    1.41858168e-01  -2.99129951e-02]
 [  2.30570118e-01   7.09370722e-01   1.51445179e-02  -3.70805794e-02
    9.01998455e-01  -3.21545413e-02  -1.06245713e+00  -4.15664989e-02
    8.59838361e-02   3.28143123e-01]
 [  4.63145466e-02  -4.90290408e-01  -1.90135830e-01   2.41279633e-01
   -8.75337359e-02   1.31697093e-01   2.98941306e-01   6.41159614e-02
    1.32105557e-01   3.22173107e-01]
 [ -4.83815581e-02   3.19261066e-02  -1.49512869e-01   3.85324986e-02
   -9.97108447e-02  -1.76472246e-01   1.66536691e-01  -1.15544072e-01
   -1.96616176e-01  -6.95581530e-02]
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   -3.36766132e-01   4.54078793e-02   3.98925043e-01  -4.23982672e-02
   -5.03856602e-02  -5.92353699e-02]
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   -1.37922999e-01  -4.53178999e-02   9.54363898e-02   1.13901554e-01
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   -1.66183835e-01   6.63830947e-02  -4.65289048e-02  -3.05626532e-02
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   -1.92940292e-02   4.24391491e-02]
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   -1.73590148e-01  -2.13381199e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91454482e-01  -3.43713540e-01   9.19648056e-02   2.04199371e-01
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   -2.88353847e-01  -1.08692369e-01]
 [  8.07092125e-02  -2.42989286e-01  -3.01043491e-02   8.71755238e-02
   -6.36428199e-02  -8.06468828e-02   2.95562908e-01   2.27668133e-05
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 [  2.79574294e-02  -1.51697610e-01  -2.14033919e-01   1.33640493e-01
   -7.45482123e-02   8.42724626e-02  -2.65809041e-03  -2.11292266e-02
   -9.66344429e-02  -1.22871143e-02]
 [ -1.18993712e-01  -1.05507760e-01  -2.00738063e-01   1.60812301e-01
   -1.97963971e-02   1.32767348e-01  -6.08547700e-07  -2.51088305e-01
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 [ -5.47205426e-02  -8.03808675e-02   2.80347289e-01   1.18935419e-01
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 [  7.05446101e-02  -1.19650125e-02   8.93258672e-02   9.26700948e-02
   -5.14403152e-02  -1.90593170e-02   1.55970288e-01   1.19770882e-01
   -1.85495042e-02  -4.75340856e-02]
 [  1.15161060e-02  -1.60115293e-01  -2.94118319e-01  -5.48559579e-02
    3.17762766e-03  -9.24886952e-02   6.70351421e-02   1.61758238e-01
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 [  6.15073245e-02  -5.41414015e-02  -1.10282681e-01   7.02795006e-02
   -2.37669944e-01   3.13003063e-01   2.75886959e-01   2.05070504e-01
   -1.40679446e-01  -3.80395006e-02]
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 [  1.12208085e-01   7.90553045e-02  -4.32544734e-02  -9.66611760e-02
   -1.46359538e-01  -3.30973144e-01   1.31088267e-01   8.09889584e-03
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   -8.92149812e-02  -2.02129878e-01  -6.63920420e-03  -2.13382332e-02
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   -3.49731819e-01   3.39592203e-03   8.02591022e-02  -2.65221019e-02
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 [ -3.02391469e-02  -1.84180871e-01  -7.49961334e-02  -1.24655630e-01
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   -1.80626150e-01  -3.81191303e-01]
 [ -1.63616970e-02  -4.95709099e-01  -3.15120550e-02  -7.27116271e-02
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    2.98865444e-02  -3.89870244e-01]
 [  1.36349478e-02  -5.54120960e-01  -4.38024229e-02  -1.03635884e-01
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   -3.62744745e-01  -2.17504654e-01]
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   -7.08477940e-02   8.74276436e-02]
 [ -3.04374286e-01  -5.14469296e-01   5.39849764e-02  -4.97746269e-02
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   -9.05054042e-02  -1.35862237e-01]
 [ -2.12664814e-01  -3.75089139e-01   2.50026527e-01  -2.45548013e-01
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   -2.60462544e-01  -2.79103742e-02]
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   -2.52032781e-02  -1.35781437e-01]
 [  8.78042263e-02   2.58227686e-01   1.55175952e-01  -1.22749492e-01
   -1.03652313e-01   6.06941151e-02  -1.46599480e-01   2.79302454e-01
    4.81471681e-02   1.55762058e-01]
 [  3.62413862e-01   3.73164228e-01  -7.73629964e-02   3.09038175e-01
   -8.69756228e-01  -2.87472688e-01  -5.09253829e-01   1.77403584e-01
    4.02143285e-01  -4.79028781e-03]
 [  5.59875937e-02   1.11592124e-01   2.57438028e-01   2.55131443e-01
   -3.55037537e-02  -2.01099837e-01  -1.83841548e-01  -1.32481769e-01
   -1.29519465e-01  -2.80387898e-01]
 [  1.91609872e-02  -1.08063690e-01  -1.22528325e-01  -6.41623526e-02
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    2.51341020e-02   1.97700666e-01]
 [  8.57335379e-03  -4.08516119e-02  -6.62717602e-02  -4.61329411e-02
   -2.63041761e-02  -1.83330475e-01   4.76063638e-02   1.00425568e-02
    3.98626708e-02   8.05612085e-03]
 [  3.20583619e-02   1.11258823e-01   2.44280108e-01   7.49585330e-02
   -2.04988335e-01  -1.39179742e-01   6.50646097e-02   3.91653637e-02
   -1.86149263e-01   1.08761039e-01]
 [  8.03925706e-02   7.49052619e-02   1.08649210e-01   1.09899846e-02
   -2.29400972e-01   6.35823518e-02   3.12214646e-03  -2.71299455e-01
   -1.28565259e-02  -8.28609002e-02]
 [ -5.78783528e-03   1.35139513e-01   8.52984177e-02  -3.31350594e-02
   -6.11605971e-02   1.76954627e-01   4.98962399e-02   1.17957074e-01
   -2.02626573e-02   1.73429777e-01]
 [  2.22262165e-01   9.59099633e-02   2.74047539e-02   7.23434365e-02
    2.00261993e-02  -2.47013802e-02  -2.24345532e-01   1.47604430e-01
   -5.98273025e-02  -2.72555125e-02]
 [  5.14444217e-02   6.55189183e-02   1.95525809e-02   4.98096932e-02
   -4.78559311e-01  -1.26607360e-01  -2.56425301e-01   4.13672964e-02
    1.23683184e-01   2.00081820e-01]
 [  6.84558020e-02   4.95028096e-01   1.31386083e-01   4.59361909e-01
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    3.14118742e-01   3.57261904e-01]
 [  1.74003231e-01   4.83376281e-01   6.81229942e-02   4.35415024e-01
   -1.21600451e+00  -7.91443933e-02  -4.02877742e-01   1.50827062e-01
    2.18720475e-01   4.72852144e-01]
 [  2.33997675e-01   3.24852507e-01   2.42442554e-01   1.37165161e-01
   -5.87892225e-01   8.56795870e-02  -2.11619301e-01   1.60806900e-01
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 [ -8.11250754e-02   2.41222590e-01   2.38135772e-01   5.99958129e-03
   -9.11438631e-02   1.34568914e-01  -1.07151249e-01  -1.61326650e-02
   -4.06929798e-02   4.04244702e-02]
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   -8.38288272e-02   1.17929971e-01   2.20168908e-01   1.90776923e-02
   -2.79670954e-01  -9.78254690e-02]
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   -2.12409680e-01   2.73655417e-02]
 [  6.88866399e-03  -4.48810065e-01  -1.29281447e-01  -1.66445517e-01
    3.71397067e-01   2.60850327e-02   2.08954710e-01   1.51772890e-01
   -1.68892749e-01  -2.26206177e-01]
 [  4.76092294e-02  -3.41853374e-01  -1.83165796e-01  -1.12282781e-01
   -2.92714107e-01  -1.33276748e-02   2.34134898e-01  -1.64996204e-01
    5.42544498e-02  -2.54543890e-01]
 [ -8.86889224e-02   5.85924744e-03   2.76368560e-01   4.49524705e-02
    1.30995623e-01   6.20223132e-02   5.03661432e-02  -2.93667414e-01
   -7.51903403e-02  -1.56349643e-02]
 [ -3.15937877e-01  -8.49653656e-03   2.64947430e-02   1.89770290e-02
    1.32329300e-01  -1.92492131e-01  -6.48737791e-04   2.36252064e-01
   -4.78254692e-02   1.12675426e-01]
 [  1.63108707e-01  -3.16084371e-02  -2.24156020e-01  -3.89627965e-02
    9.18884197e-02  -3.11605654e-01   6.93811744e-02  -1.64181085e-01
    2.62728811e-02  -1.52932886e-01]
 [  2.37319640e-01  -2.26593097e-01   7.47369959e-02   1.61017500e-02
    8.24058392e-02  -5.24924980e-02   3.17008879e-02  -1.34029706e-01
    1.40694196e-01  -1.37631864e-01]
 [ -9.40535853e-02  -8.81700048e-02   1.25187688e-01   1.21461808e-01
    1.96433101e-02  -1.19699418e-01   2.23897018e-01  -7.83960804e-02
    1.86209928e-01   1.20601183e-02]
 [ -9.31869213e-02  -2.73633128e-01   1.59863687e-01  -4.10112118e-01
   -4.01612960e-01   1.62661684e-01   1.93211635e-01  -1.31727830e-01
   -7.30311150e-02   1.17918829e-01]]
[[ 0.60923133]
 [ 1.8354208 ]
 [ 0.21572622]
 [ 0.90073816]
 [-2.86707896]
 [-0.32597114]
 [-1.87624731]
 [ 0.06209031]
 [ 0.66965581]
 [ 0.85898621]]
Progress: 64.3% ... Training loss: 0.251 ... Validation loss: 0.436[[  1.96537970e-01   3.90774300e-01  -9.07506623e-02   1.40924171e-01
   -3.00779897e-01  -8.16382003e-02  -1.18867346e-01   1.20302677e-01
   -1.68894655e-02   2.69219900e-01]
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 [ -9.39874139e-02  -8.85332543e-02   1.25224157e-01   1.21533298e-01
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    1.86300055e-01   1.21773466e-02]
 [ -9.57941962e-02  -2.80036278e-01   1.58886933e-01  -4.14257016e-01
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   -7.58692958e-02   1.14425492e-01]]
[[ 0.60432704]
 [ 1.83545651]
 [ 0.21021869]
 [ 0.89439647]
 [-2.86622432]
 [-0.33197353]
 [-1.88566303]
 [ 0.05706713]
 [ 0.66181281]
 [ 0.85098767]]
Progress: 64.3% ... Training loss: 0.254 ... Validation loss: 0.439[[  1.98775058e-01   3.96334459e-01  -8.99839437e-02   1.43825547e-01
   -3.08420530e-01  -8.27980458e-02  -1.24367351e-01   1.20498369e-01
   -1.43898161e-02   2.72143028e-01]
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    1.42757008e-01  -2.87758124e-02]
 [  2.28804290e-01   7.02895375e-01   1.43453829e-02  -4.03432173e-02
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    8.38767013e-02   3.25618553e-01]
 [  4.40378515e-02  -4.93837310e-01  -1.91015210e-01   2.38062918e-01
   -8.18732808e-02   1.32970783e-01   3.05160177e-01   6.38647355e-02
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 [ -4.72616540e-02   3.41334045e-02  -1.49218390e-01   4.01101649e-02
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   -5.07218075e-02  -5.98146541e-02]
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   -1.72802437e-01  -2.12371869e-01]
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   -9.67077929e-02  -1.24258281e-02]
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 [ -9.34361034e-02  -8.75795385e-02   1.25410234e-01   1.22315711e-01
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    1.86861368e-01   1.28515555e-02]
 [ -9.62004726e-02  -2.80987412e-01   1.58765088e-01  -4.14978969e-01
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   -7.62262925e-02   1.13763447e-01]]
[[ 0.60648413]
 [ 1.8378025 ]
 [ 0.21619613]
 [ 0.90274876]
 [-2.86550825]
 [-0.32595822]
 [-1.87315512]
 [ 0.06090552]
 [ 0.66684029]
 [ 0.8550714 ]]
Progress: 64.4% ... Training loss: 0.251 ... Validation loss: 0.436[[  2.01238242e-01   4.04187046e-01  -8.90176377e-02   1.47728107e-01
   -3.21082077e-01  -8.41966953e-02  -1.29544151e-01   1.20772504e-01
   -1.14454270e-02   2.75380135e-01]
 [  9.49879311e-03   1.12958267e-01  -2.04367863e-02   4.51215748e-02
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    1.42692538e-01  -2.88449880e-02]
 [  2.32326495e-01   7.12887162e-01   1.57137553e-02  -3.48522946e-02
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    8.78863875e-02   3.30433746e-01]
 [  4.59741183e-02  -4.88377950e-01  -1.90330735e-01   2.41146547e-01
   -8.66441600e-02   1.31953129e-01   2.99443715e-01   6.40518342e-02
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 [ -4.69765658e-02   3.21205742e-02  -1.49180482e-01   4.00706389e-02
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   -1.95509367e-01  -6.87333634e-02]
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   -5.18730007e-02  -6.13726608e-02]
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   -1.72081053e-01  -2.11587911e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
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   -9.62395869e-02  -1.20138360e-02]
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   -1.92688753e-02  -4.83460818e-02]
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   -1.80076385e-01  -3.80531406e-01]
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 [  1.40969322e-02  -5.53484562e-01  -4.36295300e-02  -1.02925068e-01
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   -3.62211533e-01  -2.16825945e-01]
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   -9.07206259e-02  -1.36122247e-01]
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   -2.61012676e-01  -2.85845291e-02]
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 [  3.60204522e-01   3.67774155e-01  -7.81259138e-02   3.05637814e-01
   -8.64026228e-01  -2.86185874e-01  -5.03546505e-01   1.77167626e-01
    3.99942530e-01  -7.81304473e-03]
 [  5.75901758e-02   1.15088486e-01   2.58026312e-01   2.57437637e-01
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   -2.48685660e-02  -1.83199815e-01   4.86278329e-02   1.00251316e-02
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   -1.85409113e-01   1.09634484e-01]
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   -2.29194143e-01   6.36086515e-02   3.28838135e-03  -2.71302849e-01
   -1.29221506e-02  -8.29253239e-02]
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   -6.57094430e-02   1.76434717e-01   4.76203284e-02   1.18047593e-01
   -1.92154411e-02   1.74701340e-01]
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   -5.89004452e-02  -2.60692374e-02]
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   -7.33879390e-02  -1.33066001e-02]
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 [ -9.38907649e-02  -8.87193083e-02   1.25243948e-01   1.21637266e-01
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    1.86388895e-01   1.22150528e-02]
 [ -9.52869947e-02  -2.77856556e-01   1.59091786e-01  -4.13815205e-01
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   -7.52438748e-02   1.14886434e-01]]
[[ 0.61867984]
 [ 1.84815453]
 [ 0.22267045]
 [ 0.91073909]
 [-2.85911724]
 [-0.31893067]
 [-1.87032548]
 [ 0.07024819]
 [ 0.67704514]
 [ 0.86699928]]
Progress: 64.5% ... Training loss: 0.253 ... Validation loss: 0.435[[  2.01567482e-01   4.06479030e-01  -8.88601127e-02   1.48351554e-01
   -3.24072610e-01  -8.44395454e-02  -1.31150690e-01   1.20821009e-01
   -1.09995979e-02   2.75962042e-01]
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 [  2.33703876e-01   7.16897852e-01   1.63194986e-02  -3.24375656e-02
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    8.97747007e-02   3.32910833e-01]
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   -5.27729010e-02  -6.26160877e-02]
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   -1.72870272e-01  -2.12739960e-01]
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   -9.66721822e-02  -1.25781394e-02]
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   -1.99081213e-02  -4.92887726e-02]
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[[ 0.61408029]
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 [ 0.66867826]
 [ 0.86047439]]
Progress: 64.5% ... Training loss: 0.253 ... Validation loss: 0.432[[  2.01505214e-01   4.05009976e-01  -8.89180718e-02   1.47920643e-01
   -3.23135873e-01  -8.42722191e-02  -1.29207245e-01   1.20798434e-01
   -1.10777962e-02   2.75086700e-01]
 [  8.75332519e-03   1.10903048e-01  -2.07178360e-02   4.39977943e-02
    7.77826323e-02  -5.42261524e-03   3.50409924e-01   4.03386708e-02
    1.41997970e-01  -2.99335141e-02]
 [  2.34277058e-01   7.18375133e-01   1.64691877e-02  -3.19433854e-02
    8.83203669e-01  -3.40476708e-02  -1.07380967e+00  -4.11473305e-02
    9.01562664e-02   3.33528969e-01]
 [  4.57006415e-02  -4.89244257e-01  -1.90566007e-01   2.40831416e-01
   -8.75412832e-02   1.32222560e-01   2.98712175e-01   6.39767720e-02
    1.31254951e-01   3.21781649e-01]
 [ -4.47078649e-02   3.80382051e-02  -1.48238084e-01   4.37484896e-02
   -1.12206125e-01  -1.78292468e-01   1.58685200e-01  -1.15205237e-01
   -1.93074123e-01  -6.52164527e-02]
 [ -4.08588899e-01  -6.85071533e-01  -3.07870647e-01   1.26365550e-01
   -3.34739313e-01   4.62472250e-02   4.03604255e-01  -4.25854326e-02
   -5.22219309e-02  -6.21263366e-02]
 [ -1.11705636e-02  -3.44745461e-01   6.80609905e-03   7.73855622e-02
   -1.09689375e-01  -6.90240347e-02   1.97870732e-01  -1.94014520e-01
    1.95036104e-01   4.54801920e-02]
 [  1.06898730e-01  -3.72209043e-01   2.79260092e-02  -8.07263075e-02
   -1.54941768e-01  -4.68945319e-02   8.72579893e-02   1.14224792e-01
    7.80662024e-02  -2.01224986e-02]
 [ -1.74446213e-01  -2.14674817e-01  -3.00264319e-01  -1.48369475e-02
   -1.77988579e-01   6.47898862e-02  -5.33835446e-02  -3.02699413e-02
    2.79167170e-01  -1.27068846e-01]
 [  2.38785416e-02  -4.90408352e-01   6.55442537e-02  -7.03106910e-02
   -4.62043992e-01  -1.01861617e-01   1.98274036e-01  -1.17937171e-01
   -1.69775714e-02   4.38421437e-02]
 [ -7.62051434e-02  -2.09147543e-01   8.31378574e-03  -1.18486504e-01
   -2.48501834e-01   3.79803122e-03   2.60154571e-01  -1.02456050e-01
    8.64522890e-03  -9.62308626e-02]
 [ -1.37559887e-01  -3.16918866e-01  -7.30155957e-02   1.89743488e-02
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   -1.73359138e-01  -2.13479092e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91720996e-01  -3.44936315e-01   9.18466657e-02   2.03700587e-01
   -1.86259310e-01  -6.03650773e-02   1.13669961e-01  -2.62551907e-01
   -2.88670835e-01  -1.09341127e-01]
 [  7.92096738e-02  -2.46378455e-01  -3.06642260e-02   8.48182170e-02
   -6.05741973e-02  -7.98335973e-02   2.98835322e-01  -1.41268706e-04
    2.23228474e-03  -2.92975979e-02]
 [  2.89224855e-02  -1.50194060e-01  -2.13639660e-01   1.35065621e-01
   -7.97992247e-02   8.36638370e-02  -4.95862054e-03  -2.10258763e-02
   -9.55234932e-02  -1.12423106e-02]
 [ -1.17991663e-01  -1.02851139e-01  -2.00425739e-01   1.62213649e-01
   -2.57806668e-02   1.32282039e-01  -2.97579462e-03  -2.51027166e-01
    7.67786176e-02  -1.87057580e-01]
 [ -5.63281793e-02  -8.55285964e-02   2.79761071e-01   1.16320403e-01
    5.33097357e-02  -6.76376466e-02  -1.00148472e-01   1.21018823e-01
    9.08152916e-02   6.49210262e-02]
 [  6.92257457e-02  -1.67203455e-02   8.88173567e-02   9.05063365e-02
   -4.83959179e-02  -1.83296436e-02   1.60648666e-01   1.19626713e-01
   -1.99137226e-02  -4.94647411e-02]
 [  1.15895526e-02  -1.60136729e-01  -2.94137909e-01  -5.50555419e-02
    2.59553013e-03  -9.23471392e-02   6.55777666e-02   1.61759095e-01
    1.05781576e-01  -3.73443208e-02]
 [  6.40741836e-02  -4.69178256e-02  -1.09238604e-01   7.45108119e-02
   -2.51485944e-01   3.11507062e-01   2.69419332e-01   2.05369628e-01
   -1.37457434e-01  -3.42919931e-02]
 [  1.29431451e-02  -1.09015095e-02   1.26354418e-01   1.25773613e-01
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 [  1.13146746e-01   8.20942798e-02  -4.29110957e-02  -9.52144688e-02
   -1.51196806e-01  -3.31518415e-01   1.28149805e-01   8.18374385e-03
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 [ -1.13676205e-01  -1.17375039e-01  -1.90700092e-02   1.02106608e-02
   -8.83012393e-02  -2.01888008e-01  -4.95415695e-03  -2.13953360e-02
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   -1.79941031e-02   2.89074048e-02]
 [ -2.93462936e-02  -1.82453543e-01  -7.46883129e-02  -1.23356320e-01
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   -1.79647386e-01  -3.80023329e-01]
 [ -1.64198133e-02  -4.96609102e-01  -3.15596258e-02  -7.28758263e-02
    6.51415230e-01   9.97039513e-02   6.06038674e-01   9.12694463e-02
    2.98299066e-02  -3.90030113e-01]
 [  1.41707486e-02  -5.53538522e-01  -4.36025718e-02  -1.02794443e-01
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   -3.62137552e-01  -2.16739385e-01]
 [ -1.77016902e-01  -6.81397867e-01  -1.19000502e-02  -2.07484209e-01
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   -7.13332269e-02   8.69159072e-02]
 [ -3.04234316e-01  -5.14492677e-01   5.40329278e-02  -4.95433041e-02
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   -9.03303021e-02  -1.35625417e-01]
 [ -2.13360380e-01  -3.76524155e-01   2.49753739e-01  -2.46648846e-01
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   -2.61281384e-01  -2.89234685e-02]
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   -2.54205087e-02  -1.36029336e-01]
 [  8.68726232e-02   2.57190382e-01   1.54836469e-01  -1.24165138e-01
   -1.01509618e-01   6.12219828e-02  -1.45590511e-01   2.79196032e-01
    4.71124177e-02   1.54223440e-01]
 [  3.58235654e-01   3.60442323e-01  -7.89179652e-02   3.02355314e-01
   -8.54934951e-01  -2.85016308e-01  -4.96384307e-01   1.76917404e-01
    3.97867112e-01  -1.11691317e-02]
 [  5.80703614e-02   1.16087772e-01   2.58204558e-01   2.58143208e-01
   -4.21188501e-02  -2.02261563e-01  -1.88859972e-01  -1.32272334e-01
   -1.27172920e-01  -2.77570298e-01]
 [  1.90220913e-02  -1.08828353e-01  -1.22571380e-01  -6.43438471e-02
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 [  8.73347462e-03  -4.01869658e-02  -6.61614671e-02  -4.57889348e-02
   -2.63187069e-02  -1.83442230e-01   4.76973796e-02   1.00751234e-02
    4.00849498e-02   8.33771428e-03]
 [  3.32146189e-02   1.14512575e-01   2.44661031e-01   7.65924847e-02
   -2.09225472e-01  -1.39828135e-01   6.17290873e-02   3.92885897e-02
   -1.84909344e-01   1.10163326e-01]
 [  8.11202293e-02   7.66518391e-02   1.08958012e-01   1.21567944e-02
   -2.32175067e-01   6.31520588e-02   1.57865047e-03  -2.71204886e-01
   -1.19720070e-02  -8.17491699e-02]
 [ -4.64308118e-03   1.37845034e-01   8.56701393e-02  -3.17743137e-02
   -6.61309090e-02   1.76352000e-01   4.69755105e-02   1.18064968e-01
   -1.90623683e-02   1.74915941e-01]
 [  2.23012674e-01   9.88534340e-02   2.77254119e-02   7.35589143e-02
    1.51873961e-02  -2.52064186e-02  -2.27021446e-01   1.47684734e-01
   -5.89260752e-02  -2.61485507e-02]
 [  5.12679498e-02   6.60530752e-02   1.94693920e-02   4.95286456e-02
   -4.78280090e-01  -1.26519663e-01  -2.56644706e-01   4.13385541e-02
    1.23417961e-01   1.99662218e-01]
 [  6.91028587e-02   4.95265504e-01   1.31621443e-01   4.60515278e-01
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    3.14829469e-01   3.57839541e-01]
 [  1.73811464e-01   4.84162687e-01   6.80463783e-02   4.34800692e-01
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    2.18306811e-01   4.72299106e-01]
 [  2.33605319e-01   3.24147721e-01   2.42367665e-01   1.36831314e-01
   -5.88592303e-01   8.57903932e-02  -2.10658698e-01   1.60776164e-01
    2.32413737e-01   6.77092315e-02]
 [ -8.06074195e-02   2.42875159e-01   2.38317613e-01   6.80803827e-03
   -9.39465907e-02   1.34270094e-01  -1.08673226e-01  -1.60799426e-02
   -4.00933648e-02   4.11456831e-02]
 [ -1.03982848e-01   1.81230868e-02   2.22212137e-02   8.59622399e-02
   -8.53430053e-02   1.17790961e-01   2.19180019e-01   1.91042858e-02
   -2.79385351e-01  -9.74528002e-02]
 [ -2.26710629e-01  -6.03316897e-02  -9.59418470e-02  -3.50635855e-01
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   -2.11704117e-01   2.82004602e-02]
 [  7.78184231e-03  -4.47292022e-01  -1.28996530e-01  -1.65155978e-01
    3.67662331e-01   2.56160345e-02   2.06513580e-01   1.51855073e-01
   -1.67996124e-01  -2.25042178e-01]
 [  4.64988936e-02  -3.46423934e-01  -1.83575133e-01  -1.13675807e-01
   -2.96782624e-01  -1.26731450e-02   2.39159712e-01  -1.65135418e-01
    5.36162395e-02  -2.56481956e-01]
 [ -8.79972387e-02   7.58225910e-03   2.76620031e-01   4.58776526e-02
    1.30506664e-01   6.15967798e-02   4.81065813e-02  -2.93611700e-01
   -7.43369729e-02  -1.46287137e-02]
 [ -3.13185125e-01  -2.01315774e-03   2.74359236e-02   2.29839122e-02
    1.20027762e-01  -1.93809364e-01  -6.04190746e-03   2.36505889e-01
   -4.49025137e-02   1.15774083e-01]
 [  1.64864730e-01  -2.75204525e-02  -2.23509196e-01  -3.63131382e-02
    8.67888983e-02  -3.12635655e-01   6.51381789e-02  -1.63987492e-01
    2.81255948e-02  -1.50536394e-01]
 [  2.38225281e-01  -2.24975796e-01   7.50771720e-02   1.74298426e-02
    7.89434614e-02  -5.30012228e-02   3.00456298e-02  -1.33926813e-01
    1.41743635e-01  -1.36554482e-01]
 [ -9.40494109e-02  -8.91459526e-02   1.25173937e-01   1.21322423e-01
    1.87053463e-02  -1.19710059e-01   2.22532384e-01  -7.83994501e-02
    1.86059508e-01   1.19743232e-02]
 [ -9.50794686e-02  -2.76755231e-01   1.59175675e-01  -4.13608975e-01
   -4.03013883e-01   1.63744016e-01   1.97242264e-01  -1.31941956e-01
   -7.50426489e-02   1.14979016e-01]]
[[ 0.62038076]
 [ 1.85163276]
 [ 0.22401097]
 [ 0.91108442]
 [-2.85377953]
 [-0.31576285]
 [-1.87033598]
 [ 0.07157722]
 [ 0.6761816 ]
 [ 0.86982705]]
Progress: 64.5% ... Training loss: 0.257 ... Validation loss: 0.434[[  2.00935920e-01   4.03265704e-01  -8.90832324e-02   1.46940589e-01
   -3.20441500e-01  -8.39242133e-02  -1.26822563e-01   1.20724230e-01
   -1.16074943e-02   2.74407997e-01]
 [  8.46552714e-03   1.09647805e-01  -2.08308937e-02   4.35484121e-02
    7.97559547e-02  -5.23601231e-03   3.51108784e-01   4.02944966e-02
    1.41768347e-01  -3.02884692e-02]
 [  2.31669096e-01   7.08663350e-01   1.55100553e-02  -3.57368184e-02
    8.97575535e-01  -3.27311533e-02  -1.06787056e+00  -4.14577642e-02
    8.74262864e-02   3.30011461e-01]
 [  4.71109310e-02  -4.86074342e-01  -1.90083946e-01   2.42863466e-01
   -9.71562470e-02   1.31625775e-01   2.96519777e-01   6.41310521e-02
    1.32746875e-01   3.23574090e-01]
 [ -4.39076511e-02   3.94964171e-02  -1.47876605e-01   4.52175751e-02
   -1.15013481e-01  -1.78842122e-01   1.57844844e-01  -1.15072517e-01
   -1.92405253e-01  -6.39590657e-02]
 [ -4.09364637e-01  -6.86063864e-01  -3.08150294e-01   1.25162971e-01
   -3.33132948e-01   4.66783048e-02   4.05146470e-01  -4.26841479e-02
   -5.32000469e-02  -6.33900550e-02]
 [ -1.34872120e-02  -3.50230883e-01   6.00101903e-03   7.38312538e-02
   -1.00563418e-01  -6.78329726e-02   2.02934922e-01  -1.94290136e-01
    1.92674075e-01   4.25433793e-02]
 [  1.06148186e-01  -3.75165119e-01   2.76239716e-02  -8.18332479e-02
   -1.53142838e-01  -4.64713652e-02   8.91500015e-02   1.14130591e-01
    7.71393691e-02  -2.12628293e-02]
 [ -1.74247460e-01  -2.14079930e-01  -3.00208938e-01  -1.46345717e-02
   -1.79283461e-01   6.47274997e-02  -5.39458052e-02  -3.02497667e-02
    2.79308978e-01  -1.26793270e-01]
 [  2.08256638e-02  -4.98189178e-01   6.44496393e-02  -7.49898653e-02
   -4.50842695e-01  -1.00239958e-01   2.04855017e-01  -1.18299635e-01
   -2.02946395e-02   3.98940530e-02]
 [ -7.64339516e-02  -2.09622602e-01   8.18088676e-03  -1.19033404e-01
   -2.49233528e-01   3.97058352e-03   2.60808415e-01  -1.02501057e-01
    8.24941774e-03  -9.68603242e-02]
 [ -1.37922379e-01  -3.17501922e-01  -7.31194664e-02   1.85389705e-02
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   -1.73771429e-01  -2.13966825e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92082100e-01  -3.45411830e-01   9.16997919e-02   2.03071135e-01
   -1.85394715e-01  -6.01481489e-02   1.14424117e-01  -2.62600632e-01
   -2.89130421e-01  -1.09957873e-01]
 [  7.87023099e-02  -2.47503408e-01  -3.08592959e-02   8.40387968e-02
   -5.92157568e-02  -7.95855464e-02   3.00071466e-01  -1.99666698e-04
    1.68875452e-03  -2.99887610e-02]
 [  2.89116818e-02  -1.49682886e-01  -2.13603263e-01   1.35116837e-01
   -8.08073926e-02   8.36654996e-02  -5.39464280e-03  -2.10260889e-02
   -9.55857533e-02  -1.12783702e-02]
 [ -1.18306031e-01  -1.03245549e-01  -2.00533835e-01   1.61728004e-01
   -2.43769711e-02   1.32442356e-01  -2.26405678e-03  -2.51064031e-01
    7.64686553e-02  -1.87461343e-01]
 [ -5.73888675e-02  -8.87814113e-02   2.79397521e-01   1.14727038e-01
    5.79013759e-02  -6.70833955e-02  -9.76154905e-02   1.20891620e-01
    8.97907290e-02   6.36514988e-02]
 [  6.85548804e-02  -1.80609294e-02   8.85763105e-02   8.94486038e-02
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   -2.06520806e-02  -5.03928335e-02]
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 [ -9.49627167e-02  -9.19780684e-02   1.24843420e-01   1.19963028e-01
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 [ -9.70440418e-02  -2.80296519e-01   1.58435128e-01  -4.16801101e-01
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[[ 0.60634604]
 [ 1.83961017]
 [ 0.21034055]
 [ 0.89884432]
 [-2.86344605]
 [-0.32792156]
 [-1.88093756]
 [ 0.05958761]
 [ 0.66138668]
 [ 0.85540147]]
Progress: 64.6% ... Training loss: 0.251 ... Validation loss: 0.435[[  2.00778565e-01   4.03269503e-01  -8.91023710e-02   1.46768539e-01
   -3.18076156e-01  -8.38458327e-02  -1.26377781e-01   1.20713488e-01
   -1.18230367e-02   2.74571623e-01]
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 [  2.29871294e-01   7.03966461e-01   1.49172811e-02  -3.79844920e-02
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   -5.34216819e-02  -6.36310945e-02]
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   -1.73599289e-01  -2.13730872e-01]
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   -1.21571215e-02  -8.19271506e-02]
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   -5.96475987e-02  -2.70185739e-02]
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 [ -9.50547341e-02  -9.21057710e-02   1.24811030e-01   1.19805421e-01
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    1.84944622e-01   1.06292964e-02]
 [ -9.86089542e-02  -2.84157796e-01   1.57868918e-01  -4.19236020e-01
   -3.92265364e-01   1.65777616e-01   2.04612339e-01  -1.32356408e-01
   -7.92790290e-02   1.10314728e-01]]
[[ 0.60578444]
 [ 1.83846102]
 [ 0.2104433 ]
 [ 0.90167981]
 [-2.86586662]
 [-0.32947776]
 [-1.88039795]
 [ 0.05790333]
 [ 0.66287211]
 [ 0.85356608]]
Progress: 64.7% ... Training loss: 0.250 ... Validation loss: 0.437[[  2.01076768e-01   4.05149875e-01  -8.89214213e-02   1.47373958e-01
   -3.17529402e-01  -8.39669879e-02  -1.27932828e-01   1.20758111e-01
   -1.14741401e-02   2.75434627e-01]
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 [  2.30918258e-01   7.06307516e-01   1.52629389e-02  -3.64472157e-02
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    8.67514599e-02   3.29841221e-01]
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   -5.36011737e-02  -6.37455867e-02]
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   -1.73144011e-01  -2.13185372e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
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   -4.74145063e-02  -1.83021003e-02   1.58526404e-01   1.19612521e-01
   -1.99366627e-02  -4.91438538e-02]
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[[ 0.60851191]
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 [-2.8653057 ]
 [-0.32959053]
 [-1.88259349]
 [ 0.05881764]
 [ 0.66457425]
 [ 0.85513967]]
Progress: 64.7% ... Training loss: 0.250 ... Validation loss: 0.437[[  1.99842978e-01   4.02405110e-01  -8.93776151e-02   1.45732631e-01
   -3.14453590e-01  -8.32818522e-02  -1.24690031e-01   1.20643499e-01
   -1.28908911e-02   2.73965108e-01]
 [  8.73717058e-03   1.10162727e-01  -2.07282998e-02   4.39771753e-02
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    1.42038585e-01  -2.98956192e-02]
 [  2.31120039e-01   7.05694339e-01   1.52663118e-02  -3.62156037e-02
    9.02820421e-01  -3.24213918e-02  -1.06927540e+00  -4.15026568e-02
    8.68355272e-02   3.30386008e-01]
 [  4.85751115e-02  -4.82333025e-01  -1.89497551e-01   2.45052566e-01
   -1.11273778e-01   1.30967938e-01   2.92476522e-01   6.42545215e-02
    1.34094336e-01   3.25089943e-01]
 [ -4.60893191e-02   3.56685484e-02  -1.48517186e-01   4.25383474e-02
   -1.07321097e-01  -1.77841112e-01   1.66217361e-01  -1.15219772e-01
   -1.94372143e-01  -6.62621636e-02]
 [ -4.09924008e-01  -6.86756436e-01  -3.08333091e-01   1.24344733e-01
   -3.31669519e-01   4.70498805e-02   4.06290945e-01  -4.27458604e-02
   -5.39468535e-02  -6.41945547e-02]
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   -1.73421649e-01  -2.13209804e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
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   -2.88860429e-01  -1.09606280e-01]
 [  7.85564225e-02  -2.47105702e-01  -3.09151248e-02   8.38082458e-02
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 [  2.73348500e-02  -1.53787132e-01  -2.14156516e-01   1.32724957e-01
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   -9.73001471e-02  -1.33156591e-02]
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 [  6.98087494e-02  -1.38204813e-02   8.90458815e-02   9.13005907e-02
   -5.01330886e-02  -1.86218733e-02   1.57134837e-01   1.19672134e-01
   -1.92708634e-02  -4.83708982e-02]
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   -1.79926518e-01  -3.80370787e-01]
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 [  1.43325201e-02  -5.53921441e-01  -4.35514347e-02  -1.02554592e-01
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 [  3.57906820e-01   3.62254606e-01  -7.89214821e-02   3.02122150e-01
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 [  5.80558370e-02   1.16124816e-01   2.58209915e-01   2.57989600e-01
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 [  1.81876506e-02  -1.11396870e-01  -1.22871284e-01  -6.55972324e-02
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 [  8.87375218e-03  -3.97029809e-02  -6.61090936e-02  -4.57191167e-02
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 [  3.37991843e-02   1.15810051e-01   2.44877775e-01   7.75138778e-02
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   -1.84311168e-01   1.10976302e-01]
 [  8.11240620e-02   7.65720827e-02   1.08934737e-01   1.20490344e-02
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   -1.20401155e-02  -8.16562974e-02]
 [ -5.64479414e-03   1.35286841e-01   8.52897807e-02  -3.33097109e-02
   -6.14970339e-02   1.76936680e-01   4.89666379e-02   1.17939887e-01
   -2.03380460e-02   1.73488078e-01]
 [  2.22000029e-01   9.56199096e-02   2.73509779e-02   7.19879235e-02
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   -6.00867641e-02  -2.75649854e-02]
 [  5.08124498e-02   6.51259758e-02   1.93012138e-02   4.89039437e-02
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   -2.12158696e-01   2.76868283e-02]
 [  8.08010208e-03  -4.46919346e-01  -1.28882715e-01  -1.64719136e-01
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   -1.67675631e-01  -2.24617662e-01]
 [  4.39208634e-02  -3.51024481e-01  -1.84398843e-01  -1.17300212e-01
   -2.95529355e-01  -1.13363771e-02   2.45869140e-01  -1.65405269e-01
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 [ -8.74590369e-02   7.80634907e-03   2.76774163e-01   4.67171285e-02
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   -7.37404095e-02  -1.38714229e-02]
 [ -3.14254919e-01  -5.22626655e-03   2.70387683e-02   2.12588391e-02
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   -4.63210657e-02   1.14075193e-01]
 [  1.67446314e-01  -1.93131435e-02  -2.22533239e-01  -3.21035141e-02
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 [  2.38529064e-01  -2.24901741e-01   7.52113610e-02   1.80133074e-02
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 [ -9.42729081e-02  -9.05029133e-02   1.25093906e-01   1.20891301e-01
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    1.85811811e-01   1.17145575e-02]
 [ -1.00084671e-01  -2.88710266e-01   1.57347361e-01  -4.21408970e-01
   -3.88743647e-01   1.66614115e-01   2.08706685e-01  -1.32498229e-01
   -8.09504721e-02   1.08674265e-01]]
[[ 0.60371608]
 [ 1.83711559]
 [ 0.20787537]
 [ 0.89833523]
 [-2.86729955]
 [-0.33516396]
 [-1.88875575]
 [ 0.05292452]
 [ 0.65921515]
 [ 0.84935871]]
Progress: 64.8% ... Training loss: 0.252 ... Validation loss: 0.439[[  1.99673751e-01   4.01648992e-01  -8.93218125e-02   1.45650883e-01
   -3.15627453e-01  -8.32277815e-02  -1.22598557e-01   1.20653602e-01
   -1.29976183e-02   2.74108938e-01]
 [  9.13272203e-03   1.11294044e-01  -2.05809624e-02   4.46101549e-02
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    1.42494227e-01  -2.92790120e-02]
 [  2.34723915e-01   7.16078910e-01   1.65695798e-02  -3.08991031e-02
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    9.10450035e-02   3.35893507e-01]
 [  4.73459776e-02  -4.86078966e-01  -1.89919886e-01   2.43320560e-01
   -1.04691463e-01   1.31567846e-01   2.93875435e-01   6.41544527e-02
    1.32435294e-01   3.23612032e-01]
 [ -4.42597552e-02   4.24074602e-02  -1.47888068e-01   4.52895044e-02
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   -1.92347801e-01  -6.41320836e-02]
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   -3.32712548e-01   4.67872039e-02   4.06006417e-01  -4.27031769e-02
   -5.35115894e-02  -6.36000209e-02]
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   -1.73247460e-01   6.59903658e-02  -4.84478008e-02  -3.04704812e-02
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   -4.56615864e-01  -1.00338114e-01   2.03534884e-01  -1.18246666e-01
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   -1.74314750e-01  -2.14352675e-01]
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    8.21596447e-02   1.68166675e-01]
 [ -2.91543155e-01  -3.44377828e-01   9.19191313e-02   2.03996215e-01
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   -2.88628850e-01  -1.09234452e-01]
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   -6.04726036e-02  -7.97502815e-02   2.98999966e-01  -1.73764850e-04
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   -7.32034679e-02   8.45431414e-02  -7.72505004e-04  -2.11813867e-02
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 [ -1.18801881e-01  -1.05214010e-01  -2.00669222e-01   1.60879750e-01
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 [ -9.96236653e-02  -2.87975988e-01   1.57485342e-01  -4.21112001e-01
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[[ 0.61355188]
 [ 1.84621206]
 [ 0.2158837 ]
 [ 0.90446933]
 [-2.85815092]
 [-0.33022892]
 [-1.88476961]
 [ 0.05933893]
 [ 0.66714353]
 [ 0.85713411]]
Progress: 64.8% ... Training loss: 0.251 ... Validation loss: 0.434[[  1.97663925e-01   3.95861654e-01  -9.00662347e-02   1.42459467e-01
   -3.04375750e-01  -8.21200954e-02  -1.16355447e-01   1.20441643e-01
   -1.52125161e-02   2.71547440e-01]
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   -1.74598137e-01  -2.14780432e-01]
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 [  3.32978122e-02   1.14257759e-01   2.44707313e-01   7.67336601e-02
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   -1.84888313e-01   1.10266461e-01]
 [  8.22590447e-02   8.01982761e-02   1.09347124e-01   1.35942135e-02
   -2.38676256e-01   6.24742824e-02  -1.58537844e-03  -2.71106183e-01
   -1.08044113e-02  -7.99413688e-02]
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   -6.15577337e-02   1.76810736e-01   4.82359469e-02   1.17957206e-01
   -2.01727544e-02   1.73660308e-01]
 [  2.22382161e-01   9.65909120e-02   2.74468256e-02   7.23183501e-02
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   -5.99000852e-02  -2.72653627e-02]
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 [  2.33657400e-01   3.25285771e-01   2.42409134e-01   1.37334859e-01
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   -2.11794548e-01   2.81319298e-02]
 [  7.51350071e-03  -4.48825896e-01  -1.29080917e-01  -1.65537953e-01
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   -1.68220661e-01  -2.25373507e-01]
 [  4.45725651e-02  -3.49469617e-01  -1.84143241e-01  -1.16164626e-01
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 [ -8.88793842e-02   4.00394438e-03   2.76280430e-01   4.45698567e-02
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   -7.53018835e-02  -1.58271923e-02]
 [ -3.15754802e-01  -9.24662771e-03   2.65298671e-02   1.90689242e-02
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   -4.78940296e-02   1.12171874e-01]
 [  1.67392788e-01  -2.02902791e-02  -2.22528152e-01  -3.19999067e-02
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 [  2.38571059e-01  -2.24948494e-01   7.52023409e-02   1.80089038e-02
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    1.42073195e-01  -1.35740521e-01]
 [ -9.36275810e-02  -9.01267185e-02   1.25317565e-01   1.21635141e-01
    2.00128564e-02  -1.19922160e-01   2.22765615e-01  -7.83733921e-02
    1.86546548e-01   1.26575670e-02]
 [ -1.00086450e-01  -2.89159185e-01   1.57334332e-01  -4.21698180e-01
   -3.95009523e-01   1.66598607e-01   2.10098198e-01  -1.32511287e-01
   -8.10759199e-02   1.08651728e-01]]
[[ 0.5981966 ]
 [ 1.83116119]
 [ 0.20150731]
 [ 0.89269064]
 [-2.87116106]
 [-0.33984887]
 [-1.89188744]
 [ 0.04637615]
 [ 0.6532696 ]
 [ 0.8408904 ]]
Progress: 64.8% ... Training loss: 0.256 ... Validation loss: 0.447[[  1.98869443e-01   3.98550153e-01  -8.96125883e-02   1.44099746e-01
   -3.05389611e-01  -8.28713520e-02  -1.18415602e-01   1.20547965e-01
   -1.38984670e-02   2.72957890e-01]
 [  9.06790262e-03   1.10993075e-01  -2.06160357e-02   4.45092764e-02
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    1.42419881e-01  -2.93817438e-02]
 [  2.30652412e-01   7.10664031e-01   1.50239406e-02  -3.74107445e-02
    8.99473483e-01  -3.21986899e-02  -1.07548699e+00  -4.16186221e-02
    8.61227560e-02   3.29878038e-01]
 [  5.08769214e-02  -4.78209459e-01  -1.88703681e-01   2.48702935e-01
   -1.19676448e-01   1.29863887e-01   2.87919421e-01   6.44441116e-02
    1.36593767e-01   3.28979504e-01]
 [ -4.51841106e-02   3.84488574e-02  -1.48267475e-01   4.38284931e-02
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   -1.93590804e-01  -6.59480384e-02]
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   -3.40527910e-01   4.46320131e-02   4.00474689e-01  -4.23761224e-02
   -4.94256008e-02  -5.86324521e-02]
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   -1.43483826e-01  -4.48109520e-02   9.66565542e-02   1.13819394e-01
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   -1.69831327e-01   6.71623806e-02  -4.25944551e-02  -3.06716790e-02
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   -2.15237935e-02   3.96808469e-02]
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   -1.74501984e-01  -2.14656794e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.90912464e-01  -3.43159621e-01   9.21806454e-02   2.05171030e-01
   -1.88066010e-01  -6.09012032e-02   1.12420687e-01  -2.62492861e-01
   -2.87919377e-01  -1.08275320e-01]
 [  8.12156205e-02  -2.43696774e-01  -3.00028833e-02   8.75504402e-02
   -6.42082881e-02  -8.09517987e-02   2.96631542e-01   2.43376307e-05
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 [  2.78623408e-02  -1.52340549e-01  -2.13963978e-01   1.33397063e-01
   -7.52890050e-02   8.41354499e-02  -2.76879230e-03  -2.11323840e-02
   -9.65877837e-02  -1.27230454e-02]
 [ -1.18206857e-01  -1.03175872e-01  -2.00467277e-01   1.61699739e-01
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    9.14815317e-02   6.61503227e-02]
 [  7.07153748e-02  -1.14547166e-02   8.93660367e-02   9.25669757e-02
   -5.43516965e-02  -1.91937366e-02   1.54130053e-01   1.19737538e-01
   -1.83572354e-02  -4.71007237e-02]
 [  9.68256611e-03  -1.65040824e-01  -2.94820144e-01  -5.76801031e-02
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 [  6.15987201e-02  -5.62487389e-02  -1.10153737e-01   7.08195370e-02
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   -1.40249438e-01  -3.70949204e-02]
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   -1.79205679e-01  -3.79445443e-01]
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 [  1.39936825e-02  -5.55228327e-01  -4.36799576e-02  -1.03111605e-01
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   -3.62342833e-01  -2.16993043e-01]
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   -9.05992347e-02  -1.35925697e-01]
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   -2.61421581e-01  -2.90070999e-02]
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 [  3.58016815e-01   3.60494487e-01  -7.88487991e-02   3.01960793e-01
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 [  5.80741483e-02   1.15911828e-01   2.58224459e-01   2.58032673e-01
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 [  3.31720325e-02   1.13732180e-01   2.44693964e-01   7.66038196e-02
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   -1.85038126e-01   1.10110796e-01]
 [  8.28242157e-02   8.18083107e-02   1.09530096e-01   1.44097197e-02
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   -2.01266664e-02   1.73725076e-01]
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   -5.94452866e-02  -2.66732635e-02]
 [  5.13546776e-02   6.67693635e-02   1.95098278e-02   4.97386078e-02
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   -2.11706502e-01   2.82586983e-02]
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   -1.68058575e-01  -2.25187806e-01]
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   -7.41907671e-02  -1.43504067e-02]
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 [ -9.99386281e-02  -2.89380306e-01   1.57402939e-01  -4.21496744e-01
   -3.97951959e-01   1.66470613e-01   2.10029491e-01  -1.32498215e-01
   -8.09237564e-02   1.08840513e-01]]
[[ 0.60620181]
 [ 1.83417786]
 [ 0.21007463]
 [ 0.90455471]
 [-2.8645551 ]
 [-0.32854217]
 [-1.8777782 ]
 [ 0.05507342]
 [ 0.66215931]
 [ 0.85193364]]
Progress: 64.9% ... Training loss: 0.250 ... Validation loss: 0.441[[  1.96853159e-01   3.93902155e-01  -9.03177175e-02   1.41177789e-01
   -3.00294523e-01  -8.17628728e-02  -1.13558075e-01   1.20361643e-01
   -1.61115690e-02   2.70243609e-01]
 [  9.43342335e-03   1.11636677e-01  -2.04757027e-02   4.51103121e-02
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    1.42824770e-01  -2.89114872e-02]
 [  2.31032518e-01   7.10204887e-01   1.50938210e-02  -3.72191386e-02
    8.99947942e-01  -3.23568365e-02  -1.07701400e+00  -4.15838378e-02
    8.64746246e-02   3.30382543e-01]
 [  5.32815178e-02  -4.72518153e-01  -1.87921371e-01   2.52407180e-01
   -1.31748105e-01   1.28723926e-01   2.80640793e-01   6.46472717e-02
    1.39082607e-01   3.32282554e-01]
 [ -4.62455348e-02   3.51937995e-02  -1.48621050e-01   4.21045015e-02
   -1.06266237e-01  -1.77909331e-01   1.64136655e-01  -1.15263551e-01
   -1.94571245e-01  -6.74860145e-02]
 [ -4.06399627e-01  -6.82473327e-01  -3.07037157e-01   1.29807878e-01
   -3.40346471e-01   4.48949972e-02   4.02342800e-01  -4.24255302e-02
   -5.00292771e-02  -5.94577043e-02]
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   -1.22928948e-01  -6.96969451e-02   1.94085522e-01  -1.93979083e-01
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   -1.72900045e-01   6.68828349e-02  -4.46195782e-02  -3.06204154e-02
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 [  1.83661605e-02  -5.06310781e-01   6.37262208e-02  -7.90421431e-02
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   -2.30708729e-02   3.78220048e-02]
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   -1.73703665e-01  -2.13653707e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91205723e-01  -3.43999383e-01   9.20769595e-02   2.04735311e-01
   -1.87191606e-01  -6.07301635e-02   1.13278157e-01  -2.62521790e-01
   -2.88259404e-01  -1.08735329e-01]
 [  8.11590583e-02  -2.43590687e-01  -3.00097833e-02   8.75093123e-02
   -6.49326942e-02  -8.09400287e-02   2.96677611e-01   2.02006566e-05
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 [  2.68651410e-02  -1.54916429e-01  -2.14289547e-01   1.32072918e-01
   -7.27035634e-02   8.46519038e-02  -2.49956967e-04  -2.12223641e-02
   -9.76824612e-02  -1.40607776e-02]
 [ -1.18549873e-01  -1.04295581e-01  -2.00587970e-01   1.61179064e-01
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 [ -5.53153609e-02  -8.59566841e-02   2.80124623e-01   1.18134391e-01
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 [  7.05599787e-02  -1.22154338e-02   8.93198109e-02   9.23260256e-02
   -5.33911089e-02  -1.91034907e-02   1.54456904e-01   1.19722861e-01
   -1.85453388e-02  -4.73700012e-02]
 [  1.06011700e-02  -1.62583129e-01  -2.94508106e-01  -5.63016146e-02
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 [  6.17089666e-02  -5.59762022e-02  -1.10115849e-01   7.09833149e-02
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   -1.40135025e-01  -3.69551136e-02]
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   -1.79126959e-01  -3.79350518e-01]
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 [  1.46803284e-02  -5.54221454e-01  -4.34401878e-02  -1.02052132e-01
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   -3.61630201e-01  -2.16069698e-01]
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   -7.05615491e-02   8.80262602e-02]
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   -9.07431696e-02  -1.36138232e-01]
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 [  3.57340454e-01   3.58540123e-01  -7.91049727e-02   3.00842669e-01
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 [  5.79232302e-02   1.15232236e-01   2.58181511e-01   2.57826421e-01
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   -1.27280534e-01  -2.77880138e-01]
 [  1.85730136e-02  -1.10818778e-01  -1.22743241e-01  -6.50133445e-02
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 [  8.59663767e-03  -4.02908658e-02  -6.61769521e-02  -4.60107707e-02
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 [  3.27848261e-02   1.12763220e-01   2.44554707e-01   7.60020324e-02
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   -1.85463745e-01   1.09545174e-01]
 [  8.23942637e-02   8.05326854e-02   1.09385306e-01   1.37653049e-02
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   -1.06821602e-02  -7.98309698e-02]
 [ -5.55421757e-03   1.35756943e-01   8.53308170e-02  -3.32712277e-02
   -6.09082583e-02   1.76853466e-01   4.82642420e-02   1.17948512e-01
   -2.02454762e-02   1.73573631e-01]
 [  2.22588793e-01   9.70369158e-02   2.75170810e-02   7.26391941e-02
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   -5.97136551e-02  -2.70177923e-02]
 [  5.19146650e-02   6.84383182e-02   1.97068009e-02   5.05396668e-02
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 [  6.71027932e-02   4.89068393e-01   1.30905644e-01   4.57693681e-01
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 [  2.33514173e-01   3.25170071e-01   2.42376636e-01   1.37199473e-01
   -5.94210799e-01   8.56925552e-02  -2.10708173e-01   1.60790333e-01
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 [ -8.06890908e-02   2.43061732e-01   2.38281461e-01   6.70030877e-03
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   -4.00870715e-02   4.11750600e-02]
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   -2.80279515e-01  -9.85641174e-02]
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   -2.12051830e-01   2.79420640e-02]
 [  7.24619318e-03  -4.50194011e-01  -1.29174649e-01  -1.65941108e-01
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   -1.68552060e-01  -2.25791685e-01]
 [  4.62728229e-02  -3.44925663e-01  -1.83514834e-01  -1.13428513e-01
   -3.11281460e-01  -1.26778234e-02   2.39970181e-01  -1.65207707e-01
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 [ -8.78864920e-02   5.31816624e-03   2.76640942e-01   4.60497582e-02
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   -7.41926266e-02  -1.44428513e-02]
 [ -3.15561512e-01  -8.65631276e-03   2.66037344e-02   1.92732107e-02
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   -4.76340288e-02   1.12405475e-01]
 [  1.66601401e-01  -2.38927119e-02  -2.22808053e-01  -3.32810703e-02
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 [  2.39266104e-01  -2.23398735e-01   7.54777055e-02   1.91272106e-02
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    1.42893616e-01  -1.34802638e-01]
 [ -9.44370287e-02  -9.25198160e-02   1.25041573e-01   1.20550326e-01
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    1.85648756e-01   1.15747402e-02]
 [ -9.97515582e-02  -2.89063180e-01   1.57445085e-01  -4.21422541e-01
   -4.00082597e-01   1.66411146e-01   2.09384645e-01  -1.32487001e-01
   -8.07240092e-02   1.09042439e-01]]
[[ 0.60426211]
 [ 1.82955487]
 [ 0.2082507 ]
 [ 0.90174348]
 [-2.86174711]
 [-0.32787945]
 [-1.87652503]
 [ 0.05446408]
 [ 0.6614422 ]
 [ 0.85071904]]
Progress: 65.0% ... Training loss: 0.251 ... Validation loss: 0.446[[  1.98734181e-01   3.98497298e-01  -8.96786731e-02   1.43749123e-01
   -3.07147763e-01  -8.27816149e-02  -1.18518189e-01   1.20532123e-01
   -1.42025910e-02   2.72912608e-01]
 [  9.59804900e-03   1.11950853e-01  -2.04054412e-02   4.54109988e-02
    7.42731299e-02  -5.90021099e-03   3.49308804e-01   4.04058698e-02
    1.43037938e-01  -2.86679820e-02]
 [  2.33243353e-01   7.16491052e-01   1.58170696e-02  -3.41446922e-02
    8.88798159e-01  -3.35209315e-02  -1.08311125e+00  -4.13824725e-02
    8.90545135e-02   3.33470590e-01]
 [  5.17904921e-02  -4.77759630e-01  -1.88434766e-01   2.50003453e-01
   -1.25574297e-01   1.29591842e-01   2.83679746e-01   6.45066506e-02
    1.36815808e-01   3.30046723e-01]
 [ -4.69933905e-02   3.34421675e-02  -1.48839472e-01   4.16272374e-02
   -1.06014110e-01  -1.77611206e-01   1.68387878e-01  -1.15313006e-01
   -1.94977131e-01  -6.83874255e-02]
 [ -4.05999326e-01  -6.81908345e-01  -3.06887495e-01   1.30481381e-01
   -3.42789919e-01   4.46508557e-02   4.02002470e-01  -4.23867668e-02
   -4.95645486e-02  -5.89670243e-02]
 [ -8.21144827e-03  -3.38446770e-01   7.96877355e-03   8.18212208e-02
   -1.31043442e-01  -7.10086316e-02   1.87573555e-01  -1.93762260e-01
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 [  1.04694351e-01  -3.81205616e-01   2.70366697e-02  -8.42343226e-02
   -1.52746226e-01  -4.56451388e-02   9.20795777e-02   1.13960400e-01
    7.54396325e-02  -2.20843894e-02]
 [ -1.77707069e-01  -2.21394594e-01  -3.01348713e-01  -2.01189850e-02
   -1.74343714e-01   6.66596903e-02  -4.56827896e-02  -3.05838618e-02
    2.75537130e-01  -1.31658912e-01]
 [  2.24317460e-02  -4.95540737e-01   6.51356453e-02  -7.34091532e-02
   -4.64683780e-01  -1.01489941e-01   2.00959371e-01  -1.18159716e-01
   -1.86969721e-02   4.33444826e-02]
 [ -7.38785846e-02  -2.04547269e-01   9.13307737e-03  -1.15083173e-01
   -2.65283817e-01   2.49531156e-03   2.53734610e-01  -1.02281989e-01
    1.08009474e-02  -9.33423829e-02]
 [ -1.38356198e-01  -3.22641225e-01  -7.32541860e-02   1.84309165e-02
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   -1.74182797e-01  -2.14040449e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.91374918e-01  -3.44328574e-01   9.20212568e-02   2.04481303e-01
   -1.87124952e-01  -6.06375723e-02   1.13764587e-01  -2.62537492e-01
   -2.88469692e-01  -1.09030268e-01]
 [  8.14917942e-02  -2.42935880e-01  -2.98749845e-02   8.80598380e-02
   -6.65098668e-02  -8.11417553e-02   2.96126968e-01   5.20742226e-05
    4.67909260e-03  -2.63058289e-02]
 [  2.69349234e-02  -1.54881837e-01  -2.14274105e-01   1.32201637e-01
   -7.28709404e-02   8.46016929e-02  -1.75292761e-04  -2.12146954e-02
   -9.75825493e-02  -1.38824933e-02]
 [ -1.17801277e-01  -1.02589594e-01  -2.00323944e-01   1.62093438e-01
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 [ -9.39909262e-02  -9.17415256e-02   1.25205289e-01   1.21060963e-01
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[[ 0.62282091]
 [ 1.84280999]
 [ 0.22676858]
 [ 0.91752693]
 [-2.84937102]
 [-0.31258033]
 [-1.86011231]
 [ 0.06859615]
 [ 0.68032665]
 [ 0.86765037]]
Progress: 65.0% ... Training loss: 0.257 ... Validation loss: 0.440[[  1.99606298e-01   4.02425298e-01  -8.93110742e-02   1.45023737e-01
   -3.08200653e-01  -8.32100236e-02  -1.21096528e-01   1.20641996e-01
   -1.33485275e-02   2.74038474e-01]
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 [  2.34618621e-01   7.21108388e-01   1.64116361e-02  -3.17259212e-02
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   -1.74353714e-01  -2.14341256e-01]
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 [  8.60859496e-03  -4.03920707e-02  -6.61920205e-02  -4.61238777e-02
   -2.50937023e-02  -1.83398353e-01   4.75984917e-02   1.00639705e-02
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 [  3.26977482e-02   1.12315826e-01   2.44526982e-01   7.58991467e-02
   -2.04372120e-01  -1.39623021e-01   6.35901633e-02   3.92633975e-02
   -1.85536689e-01   1.09525646e-01]
 [  8.31704688e-02   8.30450279e-02   1.09669229e-01   1.49064863e-02
   -2.42505637e-01   6.19175382e-02  -4.38911588e-03  -2.71036395e-01
   -9.77765040e-03  -7.86337657e-02]
 [ -5.75858934e-03   1.35355741e-01   8.52525129e-02  -3.36210417e-02
   -6.03062151e-02   1.76961843e-01   4.87858990e-02   1.17926953e-01
   -2.04296208e-02   1.73331819e-01]
 [  2.25197141e-01   1.03896280e-01   2.84371725e-02   7.63874164e-02
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   -5.69107837e-02  -2.34999886e-02]
 [  5.13611920e-02   6.72466586e-02   1.94790309e-02   4.96313511e-02
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 [  6.75103061e-02   4.89975531e-01   1.31045163e-01   4.58267562e-01
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 [  2.33039067e-01   3.23955492e-01   2.42206938e-01   1.36479000e-01
   -5.92728323e-01   8.59474207e-02  -2.09847490e-01   1.60741489e-01
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 [ -8.04595053e-02   2.43672607e-01   2.38354451e-01   7.03533996e-03
   -9.65333912e-02   1.34196767e-01  -1.09209999e-01  -1.60768076e-02
   -3.98236044e-02   4.14671528e-02]
 [ -1.04962792e-01   1.60543046e-02   2.18506064e-02   8.44708350e-02
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   -2.80481055e-01  -9.88143344e-02]
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   -2.12093236e-01   2.79007616e-02]
 [  7.03841948e-03  -4.50379381e-01  -1.29244625e-01  -1.66240335e-01
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   -1.68762268e-01  -2.26052043e-01]
 [  4.73934428e-02  -3.41219982e-01  -1.83115156e-01  -1.11669075e-01
   -3.17712286e-01  -1.33497567e-02   2.36590741e-01  -1.65118100e-01
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 [ -8.65012796e-02   8.49994231e-03   2.77140464e-01   4.83036596e-02
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   -7.25826501e-02  -1.25380502e-02]
 [ -3.15263299e-01  -8.15694719e-03   2.66908760e-02   1.94747346e-02
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   -4.74571825e-02   1.12747774e-01]
 [  1.65383093e-01  -2.71278763e-02  -2.23262505e-01  -3.51945494e-02
    8.62435818e-02  -3.12928944e-01   6.39510386e-02  -1.63893804e-01
    2.86488324e-02  -1.49626078e-01]
 [  2.39582066e-01  -2.23353980e-01   7.56048014e-02   1.96689667e-02
    7.44123120e-02  -5.39965566e-02   2.69251806e-02  -1.33776194e-01
    1.43216242e-01  -1.34342137e-01]
 [ -9.31637827e-02  -8.96354908e-02   1.25527883e-01   1.22245747e-01
    1.83977287e-02  -1.20182807e-01   2.20920583e-01  -7.83041099e-02
    1.86781855e-01   1.31213406e-02]
 [ -9.68807287e-02  -2.80781624e-01   1.58445928e-01  -4.17479137e-01
   -4.14578296e-01   1.64900592e-01   2.01551896e-01  -1.32196291e-01
   -7.76753504e-02   1.12889668e-01]]
[[ 0.62988908]
 [ 1.85027632]
 [ 0.23171165]
 [ 0.92134692]
 [-2.84883894]
 [-0.30949647]
 [-1.86194156]
 [ 0.07427759]
 [ 0.68573004]
 [ 0.8730191 ]]
Progress: 65.0% ... Training loss: 0.264 ... Validation loss: 0.438[[  2.00345393e-01   4.04955771e-01  -8.91488038e-02   1.45571394e-01
   -3.07538160e-01  -8.34742150e-02  -1.23907061e-01   1.20703555e-01
   -1.26438971e-02   2.74955099e-01]
 [  8.88442096e-03   1.09749007e-01  -2.06634102e-02   4.44749870e-02
    7.66910114e-02  -5.53641565e-03   3.51574539e-01   4.03193098e-02
    1.42388532e-01  -2.94262143e-02]
 [  2.34280403e-01   7.17554446e-01   1.62590794e-02  -3.25568974e-02
    8.90787499e-01  -3.41772219e-02  -1.08401516e+00  -4.12501340e-02
    9.04246258e-02   3.35803342e-01]
 [  4.88009486e-02  -4.82323623e-01  -1.89507729e-01   2.46332580e-01
   -1.11903682e-01   1.31121238e-01   2.91187401e-01   6.41569403e-02
    1.33856218e-01   3.27287964e-01]
 [ -4.26133632e-02   4.31749985e-02  -1.47103388e-01   4.82480135e-02
   -1.24302161e-01  -1.79786052e-01   1.57265850e-01  -1.14783846e-01
   -1.90161893e-01  -6.27083493e-02]
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   -3.45827635e-01   4.46499520e-02   4.00826293e-01  -4.23888468e-02
   -4.97561149e-02  -5.96302726e-02]
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   -1.29360660e-01  -7.10758644e-02   1.86069927e-01  -1.93721453e-01
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   -1.47914638e-01  -4.51215542e-02   9.57952661e-02   1.13818091e-01
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   -1.71636149e-01   6.72187578e-02  -4.29533501e-02  -3.07146318e-02
    2.74430474e-01  -1.33162396e-01]
 [  2.06521883e-02  -4.96862265e-01   6.44314037e-02  -7.67676783e-02
   -4.57511946e-01  -1.00439478e-01   2.03931705e-01  -1.18412945e-01
   -2.07924824e-02   4.09581026e-02]
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   -2.66052259e-01   2.08306167e-03   2.53568440e-01  -1.02173892e-01
    1.16750104e-02  -9.24125049e-02]
 [ -1.38959710e-01  -3.23242696e-01  -7.35021574e-02   1.75762918e-02
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   -1.75045110e-01  -2.15284128e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92250445e-01  -3.45540752e-01   9.16542706e-02   2.03131451e-01
   -1.86062487e-01  -6.01071970e-02   1.14957295e-01  -2.62659839e-01
   -2.89617594e-01  -1.10526748e-01]
 [  8.06326833e-02  -2.45399802e-01  -3.02107828e-02   8.66679624e-02
   -6.40120442e-02  -8.07541326e-02   2.98744292e-01  -4.37548138e-05
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 [  2.90145783e-02  -1.50148207e-01  -2.13559743e-01   1.35051459e-01
   -7.95130884e-02   8.35700202e-02  -5.34427092e-03  -2.09756982e-02
   -9.53855426e-02  -1.14166496e-02]
 [ -1.17175544e-01  -1.01098008e-01  -2.00100464e-01   1.62946765e-01
   -2.83812247e-02   1.31899379e-01  -6.41433283e-03  -2.50935857e-01
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 [ -5.49188178e-02  -8.48770431e-02   2.80240480e-01   1.18560985e-01
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    9.24423798e-02   6.73915964e-02]
 [  7.21057655e-02  -7.53029153e-03   8.98134024e-02   9.44149997e-02
   -6.03712868e-02  -1.99382070e-02   1.49325646e-01   1.19851457e-01
   -1.68908414e-02  -4.52555500e-02]
 [  1.13234698e-02  -1.61389520e-01  -2.94270848e-01  -5.52737540e-02
   -1.50053051e-03  -9.23244085e-02   6.33424568e-02   1.61690339e-01
    1.05578604e-01  -3.75561149e-02]
 [  6.17044604e-02  -5.56646328e-02  -1.10088790e-01   7.10274392e-02
   -2.45919767e-01   3.12791835e-01   2.79034046e-01   2.05133505e-01
   -1.40159226e-01  -3.68406830e-02]
 [  1.36076456e-02  -9.88369457e-03   1.26576813e-01   1.26765472e-01
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    2.35468580e-01   1.13800264e-01]
 [  1.10800823e-01   7.61095542e-02  -4.36817958e-02  -9.88149550e-02
   -1.45486490e-01  -3.30291732e-01   1.35205849e-01   7.96166222e-03
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 [ -1.14735488e-01  -1.17848146e-01  -1.93917808e-02   8.40247774e-03
   -8.64484205e-02  -2.01260639e-01  -3.47393648e-03  -2.14939326e-02
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 [ -1.68919653e-01  -1.48378520e-01  -2.06800650e-01  -3.34379021e-02
   -3.50390013e-01   4.43657419e-03   8.61896461e-02  -2.67300197e-02
   -2.04815371e-02   2.57335932e-02]
 [ -2.87081254e-02  -1.82264007e-01  -7.44814638e-02  -1.22356816e-01
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   -1.78922435e-01  -3.79124170e-01]
 [ -1.54742961e-02  -4.96071165e-01  -3.12226413e-02  -7.14261526e-02
    6.48390441e-01   9.91506160e-02   6.05148149e-01   9.13573554e-02
    3.09160929e-02  -3.88859483e-01]
 [  1.46463790e-02  -5.54153429e-01  -4.34474608e-02  -1.02071863e-01
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   -3.61739116e-01  -2.16278969e-01]
 [ -1.77009387e-01  -6.82489567e-01  -1.19158649e-02  -2.07384533e-01
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   -7.12172909e-02   8.72888261e-02]
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   -9.09100390e-02  -1.36320562e-01]
 [ -2.13118075e-01  -3.77435084e-01   2.49828038e-01  -2.46271205e-01
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   -2.61041456e-01  -2.85127563e-02]
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   -2.47135900e-02  -1.35010651e-01]
 [  8.57309430e-02   2.56324449e-01   1.54379325e-01  -1.26007045e-01
   -1.00814930e-01   6.19645009e-02  -1.43361735e-01   2.79079657e-01
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 [  3.60176433e-01   3.67356874e-01  -7.79911236e-02   3.05029479e-01
   -8.66690719e-01  -2.86157413e-01  -5.02468479e-01   1.77165103e-01
    3.99742263e-01  -7.59489293e-03]
 [  5.78003165e-02   1.14078140e-01   2.58145902e-01   2.57539447e-01
   -3.89772875e-02  -2.02193002e-01  -1.87316660e-01  -1.32297079e-01
   -1.27375972e-01  -2.78042921e-01]
 [  1.80482362e-02  -1.12137206e-01  -1.22966440e-01  -6.60086379e-02
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 [  9.91773257e-03  -3.76752691e-02  -6.57573752e-02  -4.41970905e-02
   -2.82139296e-02  -1.84033279e-01   4.44308128e-02   1.02107449e-02
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 [  3.20690275e-02   1.10745682e-01   2.44288898e-01   7.49203001e-02
   -2.01860860e-01  -1.39292504e-01   6.50201553e-02   3.91836707e-02
   -1.86265667e-01   1.08621365e-01]
 [  8.26348785e-02   8.13109979e-02   1.09460252e-01   1.40807239e-02
   -2.39579336e-01   6.21743291e-02  -2.58830325e-03  -2.71101816e-01
   -1.03450301e-02  -7.93530270e-02]
 [ -5.41728894e-03   1.36341501e-01   8.53800909e-02  -3.31523593e-02
   -6.10730533e-02   1.76782765e-01   4.77915592e-02   1.17971705e-01
   -2.00513761e-02   1.73835135e-01]
 [  2.25165771e-01   1.03967497e-01   2.83856145e-02   7.61429082e-02
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   -5.70571072e-02  -2.36779688e-02]
 [  5.10856730e-02   6.66334876e-02   1.93847559e-02   4.92296584e-02
   -4.78303519e-01  -1.26464591e-01  -2.57482674e-01   4.12798252e-02
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 [  6.76223707e-02   4.91376040e-01   1.31087601e-01   4.58449161e-01
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 [  1.72257152e-01   4.80456608e-01   6.75215683e-02   4.32403553e-01
   -1.21740998e+00  -7.81382865e-02  -3.99692820e-01   1.50627185e-01
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 [  2.33326941e-01   3.24804910e-01   2.42342442e-01   1.37022776e-01
   -5.94502308e-01   8.57784369e-02  -2.10510892e-01   1.60783955e-01
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 [ -8.08266034e-02   2.42824306e-01   2.38208059e-01   6.40931284e-03
   -9.56192370e-02   1.34413208e-01  -1.08397271e-01  -1.61267934e-02
   -4.02756114e-02   4.08862409e-02]
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   -2.80615774e-01  -9.89770337e-02]
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   -2.12231989e-01   2.77935352e-02]
 [  6.76979413e-03  -4.50947781e-01  -1.29345648e-01  -1.66636904e-01
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   -1.69047110e-01  -2.26431986e-01]
 [  4.59736787e-02  -3.44738819e-01  -1.83665108e-01  -1.13839661e-01
   -3.14307480e-01  -1.26434887e-02   2.40651600e-01  -1.65291507e-01
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 [ -8.74616612e-02   6.28049598e-03   2.76760402e-01   4.67965499e-02
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   -7.35506550e-02  -1.37569828e-02]
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   -4.88872533e-02   1.11009557e-01]
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    1.43424785e-01  -1.34136417e-01]
 [ -9.35218811e-02  -9.01290166e-02   1.25391410e-01   1.21710255e-01
    2.01889463e-02  -1.19989195e-01   2.21703502e-01  -7.83484748e-02
    1.86422102e-01   1.26513313e-02]
 [ -9.53474788e-02  -2.77487847e-01   1.58951553e-01  -4.15433164e-01
   -4.19921143e-01   1.64193363e-01   1.97549183e-01  -1.32032833e-01
   -7.60213902e-02   1.15173824e-01]]
[[ 0.61936673]
 [ 1.84506201]
 [ 0.22011157]
 [ 0.91032728]
 [-2.85946391]
 [-0.3196893 ]
 [-1.87311524]
 [ 0.06340827]
 [ 0.67319208]
 [ 0.86216504]]
Progress: 65.1% ... Training loss: 0.251 ... Validation loss: 0.432[[  2.02777798e-01   4.11192347e-01  -8.83158961e-02   1.48848217e-01
   -3.13973571e-01  -8.45061331e-02  -1.30065343e-01   1.20926234e-01
   -1.01276963e-02   2.78285702e-01]
 [  8.91745847e-03   1.09925684e-01  -2.06597726e-02   4.44945971e-02
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    1.42403376e-01  -2.93964013e-02]
 [  2.33806927e-01   7.15400279e-01   1.61372565e-02  -3.37344073e-02
    8.91678697e-01  -3.38685291e-02  -1.08444061e+00  -4.13280284e-02
    8.96404005e-02   3.35010838e-01]
 [  4.78890888e-02  -4.82841692e-01  -1.89959678e-01   2.44955976e-01
   -1.09097547e-01   1.31531205e-01   2.93450060e-01   6.40636535e-02
    1.32590140e-01   3.25885028e-01]
 [ -4.12797154e-02   4.40225329e-02  -1.46415801e-01   5.02846509e-02
   -1.28075439e-01  -1.80742649e-01   1.57419914e-01  -1.14640377e-01
   -1.88123793e-01  -6.08184058e-02]
 [ -4.05969301e-01  -6.80493671e-01  -3.07005755e-01   1.30064791e-01
   -3.44926610e-01   4.48286194e-02   4.01448651e-01  -4.24124982e-02
   -4.99870340e-02  -5.99778025e-02]
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   -1.49463932e-01  -4.50768495e-02   9.63499082e-02   1.13803722e-01
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   -1.72940510e-01   6.68777603e-02  -4.47186948e-02  -3.06451975e-02
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   -2.10469746e-02   4.06447056e-02]
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   -1.74188871e-01  -2.14397256e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92432192e-01  -3.45315346e-01   9.15949123e-02   2.02935502e-01
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   -2.89822075e-01  -1.10798930e-01]
 [  8.12438807e-02  -2.43960170e-01  -2.99911968e-02   8.75645561e-02
   -6.45517297e-02  -8.10364372e-02   2.97648168e-01   2.13270349e-05
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 [  2.77390515e-02  -1.53516940e-01  -2.14027324e-01   1.33076344e-01
   -7.61106709e-02   8.42437473e-02  -2.15491672e-03  -2.11074500e-02
   -9.68077919e-02  -1.31381664e-02]
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 [  7.21821134e-02  -7.83935700e-03   8.98529673e-02   9.44677316e-02
   -6.02080981e-02  -1.99000052e-02   1.48934623e-01   1.19852868e-01
   -1.68410033e-02  -4.51871050e-02]
 [  1.01114090e-02  -1.64500847e-01  -2.94676063e-01  -5.71202980e-02
    3.30201768e-03  -9.17641941e-02   6.63594742e-02   1.61565919e-01
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 [  6.17482812e-02  -5.61020712e-02  -1.10122903e-01   7.08249638e-02
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   -1.40287951e-01  -3.70613027e-02]
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   -1.78801069e-01  -3.78991863e-01]
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 [  1.47537650e-02  -5.53873052e-01  -4.34084953e-02  -1.01909889e-01
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   -3.61620442e-01  -2.16124178e-01]
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   -7.15244636e-02   8.69382774e-02]
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   -9.08143770e-02  -1.36197481e-01]
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   -2.60883313e-01  -2.83047861e-02]
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   -2.46285533e-02  -1.34914341e-01]
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 [  3.59130490e-01   3.64657390e-01  -7.83827448e-02   3.03313399e-01
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 [  5.72964566e-02   1.12551344e-01   2.57968889e-01   2.56791828e-01
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   -2.91243821e-02  -1.84161998e-01   4.37119684e-02   1.02335183e-02
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 [  3.13466053e-02   1.09001944e-01   2.44024207e-01   7.37468631e-02
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   -1.87122962e-01   1.07579176e-01]
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   -9.84515864e-03  -7.86692901e-02]
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   -2.04528788e-02   1.73407018e-01]
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   -5.70969236e-02  -2.37687391e-02]
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   -2.80782116e-01  -9.92057012e-02]
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   -2.12322184e-01   2.76900873e-02]
 [  6.70334613e-03  -4.51107347e-01  -1.29366113e-01  -1.66723648e-01
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   -1.69109513e-01  -2.26509116e-01]
 [  4.74071378e-02  -3.40398725e-01  -1.83137605e-01  -1.11794063e-01
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 [ -8.61916384e-02   9.09074429e-03   2.77189696e-01   4.85601369e-02
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   -7.22512307e-02  -1.20583188e-02]
 [ -3.16121731e-01  -1.05103215e-02   2.63478931e-02   1.79875269e-02
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   -4.84521467e-02   1.11580892e-01]
 [  1.65304064e-01  -2.63919238e-02  -2.23333335e-01  -3.54584612e-02
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    2.82996155e-02  -1.50070337e-01]
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 [ -9.35217762e-02  -8.99252966e-02   1.25391730e-01   1.21682798e-01
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    1.86418891e-01   1.27025677e-02]
 [ -9.75820042e-02  -2.83022391e-01   1.58187056e-01  -4.18735298e-01
   -4.14105617e-01   1.65320025e-01   2.03513803e-01  -1.32263831e-01
   -7.84216640e-02   1.12097833e-01]]
[[ 0.61984415]
 [ 1.8484498 ]
 [ 0.2199    ]
 [ 0.91314563]
 [-2.86194839]
 [-0.32044166]
 [-1.87292606]
 [ 0.06240718]
 [ 0.67465983]
 [ 0.86263698]]
Progress: 65.2% ... Training loss: 0.252 ... Validation loss: 0.432[[  1.99415933e-01   4.02096475e-01  -8.95041259e-02   1.43792762e-01
   -2.98326869e-01  -8.28060026e-02  -1.20422381e-01   1.20596241e-01
   -1.36453076e-02   2.74013868e-01]
 [  9.54494456e-03   1.11732976e-01  -2.04324963e-02   4.54407300e-02
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    1.43098778e-01  -2.84816837e-02]
 [  2.33961041e-01   7.14173769e-01   1.62380736e-02  -3.34683739e-02
    8.96036656e-01  -3.39658595e-02  -1.08264466e+00  -4.12947385e-02
    8.99088400e-02   3.35208400e-01]
 [  4.88546162e-02  -4.81498449e-01  -1.89655219e-01   2.46532394e-01
   -1.13766033e-01   1.31123079e-01   2.91678609e-01   6.41315790e-02
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 [ -4.24650355e-02   4.19394786e-02  -1.46787937e-01   4.87594936e-02
   -1.25350087e-01  -1.80193361e-01   1.59567086e-01  -1.14732186e-01
   -1.89294429e-01  -6.24866333e-02]
 [ -4.06833867e-01  -6.82598994e-01  -3.07340249e-01   1.28651528e-01
   -3.43072577e-01   4.52786140e-02   4.03433495e-01  -4.25045550e-02
   -5.09728919e-02  -6.11524224e-02]
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   -1.27950422e-01  -7.07221898e-02   1.86962923e-01  -1.93798975e-01
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   -1.41738750e-01  -4.42914474e-02   1.01119944e-01   1.13658645e-01
    7.26074025e-02  -2.48994243e-02]
 [ -1.77970204e-01  -2.21230577e-01  -3.01465908e-01  -2.06395941e-02
   -1.73098220e-01   6.68472869e-02  -4.51036409e-02  -3.06358427e-02
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 [  1.73652243e-02  -5.06799439e-01   6.32524918e-02  -8.20965634e-02
   -4.43837099e-01  -9.84926521e-02   2.13282370e-01  -1.18787606e-01
   -2.44884253e-02   3.65787998e-02]
 [ -7.32591066e-02  -2.05951632e-01   9.29539878e-03  -1.14320001e-01
   -2.65710877e-01   2.21117039e-03   2.54127798e-01  -1.02186393e-01
    1.13465374e-02  -9.24906752e-02]
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   -1.73793280e-01  -2.13925484e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92786319e-01  -3.45837922e-01   9.14450472e-02   2.02330404e-01
   -1.85680598e-01  -5.97894893e-02   1.15458023e-01  -2.62721212e-01
   -2.90244940e-01  -1.11232572e-01]
 [  8.09355523e-02  -2.44930349e-01  -3.00937678e-02   8.71164684e-02
   -6.31944490e-02  -8.09109491e-02   2.98612781e-01  -9.23368224e-06
    4.11454463e-03  -2.71965764e-02]
 [  2.72922751e-02  -1.54693694e-01  -2.14187820e-01   1.32417384e-01
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 [ -9.30445895e-02  -8.89449829e-02   1.25562289e-01   1.22351901e-01
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 [ -9.86157193e-02  -2.86457090e-01   1.57818295e-01  -4.20233179e-01
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   -7.95445498e-02   1.10749115e-01]]
[[ 0.60989035]
 [ 1.84151877]
 [ 0.20903373]
 [ 0.90330403]
 [-2.86732854]
 [-0.32926867]
 [-1.88424414]
 [ 0.05388545]
 [ 0.66634992]
 [ 0.85267031]]
Progress: 65.2% ... Training loss: 0.250 ... Validation loss: 0.436[[  1.98999898e-01   4.01688345e-01  -8.96556697e-02   1.43272127e-01
   -2.97679903e-01  -8.25843984e-02  -1.19428498e-01   1.20553362e-01
   -1.42102226e-02   2.73522167e-01]
 [  9.95230685e-03   1.13137874e-01  -2.02980719e-02   4.60517847e-02
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 [  2.33996821e-01   7.14402966e-01   1.62088579e-02  -3.37655787e-02
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    8.97452005e-02   3.35419081e-01]
 [  5.02728313e-02  -4.81241028e-01  -1.89107410e-01   2.49033852e-01
   -1.22876774e-01   1.30454721e-01   2.89962883e-01   6.42865368e-02
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 [ -4.58112655e-02   3.48438610e-02  -1.47986550e-01   4.37793829e-02
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   -1.92767171e-01  -6.69864659e-02]
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   -5.08313806e-02  -6.10351179e-02]
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   -1.74072164e-01  -2.14208543e-01]
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 [  1.51996230e-02  -5.53054476e-01  -4.32502122e-02  -1.01262951e-01
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   -3.61122962e-01  -2.15507852e-01]
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 [  5.73993809e-02   1.12901109e-01   2.58019670e-01   2.57013535e-01
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 [  3.15414306e-02   1.09238350e-01   2.44058626e-01   7.39236337e-02
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   -1.02317429e-02  -7.91226399e-02]
 [ -4.44135136e-03   1.39432972e-01   8.57416898e-02  -3.17080788e-02
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   -1.89215014e-02   1.75317465e-01]
 [  2.24856194e-01   1.03576200e-01   2.82855111e-02   7.56839349e-02
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   -5.73739886e-02  -2.41583653e-02]
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 [  4.76233900e-02  -3.40223534e-01  -1.83049784e-01  -1.11509525e-01
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 [ -8.68355227e-02   7.15007220e-03   2.76972478e-01   4.78580657e-02
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   -7.29801918e-02  -1.28230970e-02]
 [ -3.16550893e-01  -1.22989376e-02   2.61889867e-02   1.74456111e-02
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   -4.88277397e-02   1.11080708e-01]
 [  1.64244350e-01  -3.00022899e-02  -2.23723633e-01  -3.71470600e-02
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 [  2.38481358e-01  -2.27096444e-01   7.52112850e-02   1.78402856e-02
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 [ -9.23519553e-02  -8.67375954e-02   1.25806980e-01   1.23405433e-01
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    1.87453522e-01   1.43265171e-02]
 [ -9.79170271e-02  -2.84241730e-01   1.58044045e-01  -4.19317792e-01
   -4.15954628e-01   1.65527790e-01   2.04447792e-01  -1.32319298e-01
   -7.87837895e-02   1.11706679e-01]]
[[ 0.61253516]
 [ 1.84182126]
 [ 0.21357399]
 [ 0.90582128]
 [-2.86258523]
 [-0.3233434 ]
 [-1.87752535]
 [ 0.05870927]
 [ 0.67087048]
 [ 0.85676555]]
Progress: 65.2% ... Training loss: 0.249 ... Validation loss: 0.436[[  1.97940408e-01   3.98248646e-01  -9.01531557e-02   1.41220209e-01
   -2.91725148e-01  -8.19227668e-02  -1.16775918e-01   1.20426269e-01
   -1.54616568e-02   2.71966804e-01]
 [  1.01601197e-02   1.13549539e-01  -2.02061158e-02   4.64419773e-02
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    1.43761399e-01  -2.77051391e-02]
 [  2.30334443e-01   7.05223898e-01   1.47631622e-02  -3.98763590e-02
    9.12102100e-01  -3.18418572e-02  -1.07668861e+00  -4.16916994e-02
    8.55290068e-02   3.30520537e-01]
 [  5.07030971e-02  -4.81797237e-01  -1.88993422e-01   2.49574644e-01
   -1.22164024e-01   1.30400233e-01   2.89488414e-01   6.43024589e-02
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 [ -4.39992324e-02   3.95221170e-02  -1.47309969e-01   4.64813352e-02
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   -1.90587188e-01  -6.44620952e-02]
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   -5.05115882e-02  -6.08174868e-02]
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   -1.78310519e-01   6.59684163e-02  -4.82321193e-02  -3.04784292e-02
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   -2.31388455e-02   3.83337535e-02]
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   -1.72964359e-01  -2.12793892e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.93029547e-01  -3.46145487e-01   9.13594044e-02   2.01987894e-01
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   -2.90518761e-01  -1.11613177e-01]
 [  8.09851678e-02  -2.45657099e-01  -3.00722428e-02   8.72805493e-02
   -6.43474670e-02  -8.09920701e-02   2.99525694e-01   1.98432718e-06
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 [  2.78360595e-02  -1.53659727e-01  -2.14006553e-01   1.33130008e-01
   -7.69753897e-02   8.41674257e-02  -2.50228495e-03  -2.10980371e-02
   -9.67032218e-02  -1.29787004e-02]
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   -3.30414714e-02   1.31281951e-01  -9.66695453e-03  -2.50835669e-01
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 [  7.18382549e-02  -9.45034855e-03   8.97225990e-02   9.39442376e-02
   -5.92255535e-02  -1.97472185e-02   1.50443824e-01   1.19818873e-01
   -1.72087706e-02  -4.55990687e-02]
 [  9.78868174e-03  -1.65929889e-01  -2.94850075e-01  -5.79177913e-02
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 [  6.15273051e-02  -5.69583593e-02  -1.10207778e-01   7.03891169e-02
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   -1.40574381e-01  -3.73884304e-02]
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   -1.79057561e-01  -3.79420429e-01]
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 [  1.55227077e-02  -5.52715892e-01  -4.31308436e-02  -1.00746782e-01
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   -3.60775206e-01  -2.15099735e-01]
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 [  3.59029653e-01   3.65141655e-01  -7.84236610e-02   3.03155201e-01
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 [  5.73005140e-02   1.12322859e-01   2.57982336e-01   2.56830049e-01
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 [  8.25445751e-02   8.13975905e-02   1.09398742e-01   1.38252092e-02
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   -5.71074285e-02  -2.38203634e-02]
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   -1.69216251e-01  -2.26570714e-01]
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   -7.38069766e-02  -1.39863853e-02]
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    8.11234156e-02  -5.37350627e-02   2.97151679e-02  -1.33816257e-01
    1.42727405e-01  -1.35053424e-01]
 [ -9.21317547e-02  -8.62281166e-02   1.25879290e-01   1.23684397e-01
    1.59327763e-02  -1.20693748e-01   2.17186228e-01  -7.82274913e-02
    1.87723741e-01   1.46667259e-02]
 [ -9.73691606e-02  -2.82432586e-01   1.58222801e-01  -4.18636503e-01
   -4.20323592e-01   1.65249960e-01   2.03043619e-01  -1.32271946e-01
   -7.81550502e-02   1.12509453e-01]]
[[ 0.60864273]
 [ 1.83563298]
 [ 0.21235787]
 [ 0.90586842]
 [-2.86604285]
 [-0.32412544]
 [-1.87048835]
 [ 0.05784385]
 [ 0.66763221]
 [ 0.8532994 ]]
Progress: 65.3% ... Training loss: 0.249 ... Validation loss: 0.438[[  2.01249266e-01   4.05755882e-01  -8.90021268e-02   1.46032488e-01
   -3.03327761e-01  -8.35805588e-02  -1.22524650e-01   1.20732548e-01
   -1.17941398e-02   2.76345691e-01]
 [  1.01253152e-02   1.13750584e-01  -2.02122682e-02   4.64064556e-02
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 [  2.30600807e-01   7.06277968e-01   1.47714253e-02  -3.96076765e-02
    9.09231378e-01  -3.17728435e-02  -1.07887945e+00  -4.16921628e-02
    8.57646709e-02   3.30432609e-01]
 [  4.98133455e-02  -4.84635118e-01  -1.89299216e-01   2.48387105e-01
   -1.17703633e-01   1.30820419e-01   2.92273389e-01   6.42247951e-02
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 [ -4.36894773e-02   4.06734166e-02  -1.47093326e-01   4.71396942e-02
   -1.20964575e-01  -1.79933274e-01   1.66435216e-01  -1.14799365e-01
   -1.89968251e-01  -6.43137836e-02]
 [ -4.05802781e-01  -6.82043124e-01  -3.06950358e-01   1.30249852e-01
   -3.49541851e-01   4.46056442e-02   4.03014302e-01  -4.23933079e-02
   -4.97696002e-02  -5.98820125e-02]
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   -1.79445282e-01   6.57227825e-02  -4.91819908e-02  -3.04382370e-02
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   -2.09211342e-02   4.08119543e-02]
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   -1.72868604e-01  -2.12655664e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92704489e-01  -3.45848116e-01   9.15062007e-02   2.02520623e-01
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   -2.90125100e-01  -1.11137316e-01]
 [  8.11680105e-02  -2.45512247e-01  -3.00044284e-02   8.75643160e-02
   -6.52702372e-02  -8.11005776e-02   2.99489432e-01   2.10740199e-05
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 [  2.78708619e-02  -1.53907893e-01  -2.13997064e-01   1.33141323e-01
   -7.73756361e-02   8.41415551e-02  -2.41968550e-03  -2.10935747e-02
   -9.66797470e-02  -1.29633173e-02]
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 [  7.24544976e-02  -8.12859068e-03   8.99309269e-02   9.47829290e-02
   -6.17528872e-02  -2.00345370e-02   1.48884448e-01   1.19876556e-01
   -1.65658508e-02  -4.47685341e-02]
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   -1.79272212e-01  -3.79729269e-01]
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   -3.60565599e-01  -2.14813198e-01]
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   -7.11883144e-02   8.73137642e-02]
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   -9.07938489e-02  -1.36150464e-01]
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 [  3.59374069e-01   3.66062315e-01  -7.82938993e-02   3.03653918e-01
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 [  5.79423587e-02   1.13301696e-01   2.58232491e-01   2.57739242e-01
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   -2.72213819e-02  -1.84108044e-01   4.43814623e-02   1.02098795e-02
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 [  3.30059282e-02   1.13656160e-01   2.44579652e-01   7.61336859e-02
   -2.04470110e-01  -1.39795964e-01   6.16619145e-02   3.92452698e-02
   -1.85249543e-01   1.10009974e-01]
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   -2.42004451e-01   6.17687524e-02  -5.27534956e-03  -2.71040378e-01
   -9.55901352e-03  -7.83174831e-02]
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   -6.36961508e-02   1.76528122e-01   4.66323819e-02   1.18010841e-01
   -1.95847439e-02   1.74552406e-01]
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   -5.71445500e-02  -2.38521657e-02]
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   -5.88028406e-01   8.69217918e-02  -2.05483326e-01   1.60585654e-01
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   -2.12227907e-01   2.78380800e-02]
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   -1.69172982e-01  -2.26509188e-01]
 [  4.79338889e-02  -3.41442007e-01  -1.83081059e-01  -1.11473596e-01
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 [ -8.67378708e-02   6.52881745e-03   2.77036326e-01   4.81418558e-02
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   -7.28158761e-02  -1.27342365e-02]
 [ -3.15152445e-01  -8.76030229e-03   2.66913922e-02   1.95343772e-02
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   -4.72824951e-02   1.12708402e-01]
 [  1.64567084e-01  -3.02391644e-02  -2.23622514e-01  -3.66615735e-02
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    2.73627755e-02  -1.51187300e-01]
 [  2.39331383e-01  -2.27098347e-01   7.54738899e-02   1.90291725e-02
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 [ -9.19172919e-02  -8.64000273e-02   1.25966736e-01   1.24104289e-01
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    1.88158346e-01   1.51807197e-02]
 [ -9.76747516e-02  -2.82783293e-01   1.58128654e-01  -4.19074430e-01
   -4.20072729e-01   1.65384214e-01   2.03722264e-01  -1.32300097e-01
   -7.84739888e-02   1.12170655e-01]]
[[ 0.62099596]
 [ 1.84667668]
 [ 0.22468376]
 [ 0.92044736]
 [-2.85938903]
 [-0.31402329]
 [-1.85790574]
 [ 0.06851836]
 [ 0.68115058]
 [ 0.86618985]]
Progress: 65.3% ... Training loss: 0.253 ... Validation loss: 0.438[[  1.97778511e-01   3.96507553e-01  -9.03408193e-02   1.40437343e-01
   -2.87598576e-01  -8.17053705e-02  -1.13612024e-01   1.20305164e-01
   -1.58746669e-02   2.70881805e-01]
 [  9.94667252e-03   1.13195836e-01  -2.02598792e-02   4.61816447e-02
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 [  2.30626952e-01   7.04166337e-01   1.47103992e-02  -4.01844666e-02
    9.15935821e-01  -3.16325831e-02  -1.07943040e+00  -4.17407856e-02
    8.55040320e-02   3.29835371e-01]
 [  5.10342946e-02  -4.82448616e-01  -1.88729379e-01   2.50799095e-01
   -1.20835088e-01   1.30129493e-01   2.91263157e-01   6.43756486e-02
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 [ -4.40903971e-02   3.94124105e-02  -1.47141779e-01   4.70855104e-02
   -1.19580194e-01  -1.79873691e-01   1.68199115e-01  -1.14807269e-01
   -1.90355744e-01  -6.48746251e-02]
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   -5.18160077e-02  -6.25127528e-02]
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   -1.36724003e-01  -4.34552780e-02   1.02996971e-01   1.13474421e-01
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   -1.79103162e-01   6.56604208e-02  -4.98721895e-02  -3.04220784e-02
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 [  1.82308067e-02  -5.06602543e-01   6.31819093e-02  -8.20490963e-02
   -4.48563917e-01  -9.86920385e-02   2.09430834e-01  -1.18834331e-01
   -2.41511776e-02   3.66916078e-02]
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   -2.62447338e-01   2.57987321e-03   2.58744993e-01  -1.02298479e-01
    1.02913836e-02  -9.38386480e-02]
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   -1.72689931e-01  -2.12656369e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.93415949e-01  -3.47539002e-01   9.12257639e-02   2.01427489e-01
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   -2.90959865e-01  -1.12163764e-01]
 [  8.04289439e-02  -2.46742990e-01  -3.02880710e-02   8.63991715e-02
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   -7.97576270e-02   1.10641515e-01]]
[[ 0.6048591 ]
 [ 1.83489235]
 [ 0.20975828]
 [ 0.90435881]
 [-2.86786866]
 [-0.32758476]
 [-1.87547534]
 [ 0.05617712]
 [ 0.66504231]
 [ 0.85114062]]
Progress: 65.4% ... Training loss: 0.250 ... Validation loss: 0.439[[  1.99404630e-01   4.00568897e-01  -8.97642363e-02   1.42666346e-01
   -2.93107314e-01  -8.25100590e-02  -1.16401513e-01   1.20441879e-01
   -1.41977785e-02   2.72988136e-01]
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 [  2.29493900e-01   7.01755946e-01   1.42358959e-02  -4.22718462e-02
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    8.39110212e-02   3.28144526e-01]
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 [ -4.21835883e-02   4.51295035e-02  -1.46419153e-01   4.96928121e-02
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   -5.14447393e-02  -6.21498878e-02]
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   -1.72035846e-01  -2.11842655e-01]
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 [  5.79873081e-02   1.13339748e-01   2.58249389e-01   2.57784353e-01
   -3.81717236e-02  -2.02392623e-01  -1.87051022e-01  -1.32280722e-01
   -1.27104051e-01  -2.77720630e-01]
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   -2.78764418e-02  -1.84100933e-01   4.40467055e-02   1.02143349e-02
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 [  3.32106887e-02   1.14570790e-01   2.44638107e-01   7.63000090e-02
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   -1.85105471e-01   1.10237266e-01]
 [  8.23570813e-02   8.11080326e-02   1.09308490e-01   1.34099595e-02
   -2.37279130e-01   6.23563485e-02  -2.96313743e-03  -2.71161791e-01
   -1.07419252e-02  -7.98771039e-02]
 [ -4.24823254e-03   1.39540781e-01   8.58194598e-02  -3.15413369e-02
   -6.62759913e-02   1.76105392e-01   4.42962723e-02   1.18072415e-01
   -1.87780491e-02   1.75566122e-01]
 [  2.24672156e-01   1.03166801e-01   2.82353093e-02   7.53362766e-02
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   -5.75502111e-02  -2.43143507e-02]
 [  5.20266342e-02   6.98992675e-02   1.97272081e-02   5.05858444e-02
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 [  2.31079172e-01   3.18644477e-01   2.41517603e-01   1.33517643e-01
   -5.87073177e-01   8.70628563e-02  -2.05005309e-01   1.60546747e-01
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 [ -8.13934336e-02   2.41657586e-01   2.37973709e-01   5.54566957e-03
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   -4.08811173e-02   4.00539378e-02]
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 [  6.70018287e-03  -4.51961869e-01  -1.29385587e-01  -1.66847347e-01
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   -1.69179307e-01  -2.26511081e-01]
 [  4.76394120e-02  -3.42232525e-01  -1.83211886e-01  -1.11950594e-01
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 [ -8.69795083e-02   4.80570511e-03   2.76932783e-01   4.78763835e-02
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   -7.30483807e-02  -1.29991803e-02]
 [ -3.12572945e-01  -2.04761321e-03   2.76036223e-02   2.32633878e-02
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   -4.46205022e-02   1.15542633e-01]
 [  1.63770522e-01  -3.20228620e-02  -2.23874796e-01  -3.76429322e-02
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    2.65273782e-02  -1.52280797e-01]
 [  2.39375230e-01  -2.27483609e-01   7.54659502e-02   1.88171860e-02
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    1.42773044e-01  -1.34957617e-01]
 [ -9.33500861e-02  -8.94969055e-02   1.25453106e-01   1.21981306e-01
    1.98618600e-02  -1.20098340e-01   2.19897067e-01  -7.83564743e-02
    1.86532258e-01   1.31443932e-02]
 [ -9.77826580e-02  -2.83930427e-01   1.58033612e-01  -4.19590840e-01
   -4.19964892e-01   1.65430737e-01   2.03030193e-01  -1.32345821e-01
   -7.86870290e-02   1.12210612e-01]]
[[ 0.61696919]
 [ 1.84432279]
 [ 0.22296477]
 [ 0.919401  ]
 [-2.86113945]
 [-0.31525551]
 [-1.85681592]
 [ 0.06878847]
 [ 0.67906025]
 [ 0.86384192]]
Progress: 65.5% ... Training loss: 0.251 ... Validation loss: 0.437[[  1.97267537e-01   3.94585029e-01  -9.05394331e-02   1.39257937e-01
   -2.81175171e-01  -8.14092254e-02  -1.11131712e-01   1.20187074e-01
   -1.66722421e-02   2.69983783e-01]
 [  9.54178453e-03   1.11768775e-01  -2.04209719e-02   4.56398608e-02
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    1.43235245e-01  -2.82520313e-02]
 [  2.26059310e-01   6.92016618e-01   1.29168170e-02  -4.73742358e-02
    9.28130975e-01  -2.92288997e-02  -1.06920994e+00  -4.22893473e-02
    8.00497294e-02   3.23538071e-01]
 [  5.03525691e-02  -4.87616171e-01  -1.89040592e-01   2.50079387e-01
   -1.21619525e-01   1.30699331e-01   2.95186165e-01   6.43201500e-02
    1.36128201e-01   3.31601735e-01]
 [ -4.44094016e-02   3.98673698e-02  -1.47102861e-01   4.67591940e-02
   -1.17737182e-01  -1.79910448e-01   1.66195313e-01  -1.14878941e-01
   -1.90600222e-01  -6.52889859e-02]
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   -5.13529937e-02  -6.20480781e-02]
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   -1.37750606e-01  -7.19974734e-02   1.82782826e-01  -1.93643173e-01
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   -1.29932010e-01  -4.23971311e-02   1.07648470e-01   1.13209883e-01
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   -1.77158763e-01   6.57102910e-02  -4.86139743e-02  -3.04527295e-02
    2.77508504e-01  -1.29219512e-01]
 [  1.81777578e-02  -5.08095233e-01   6.31316821e-02  -8.22952600e-02
   -4.46906961e-01  -9.87108635e-02   2.10093788e-01  -1.18883183e-01
   -2.43496904e-02   3.67170802e-02]
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   -2.58831767e-01   2.79889987e-03   2.61038244e-01  -1.02409531e-01
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 [ -1.36263361e-01  -3.18586498e-01  -7.24872442e-02   2.18851643e-02
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   -1.71988767e-01  -2.11805369e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92923792e-01  -3.47451659e-01   9.14126304e-02   2.02137583e-01
   -1.85766525e-01  -5.97318254e-02   1.16991715e-01  -2.62734263e-01
   -2.90405852e-01  -1.11584887e-01]
 [  8.06152655e-02  -2.46030691e-01  -3.02246830e-02   8.66936900e-02
   -6.46035579e-02  -8.07821435e-02   3.00441415e-01  -5.53622598e-05
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 [  2.69462831e-02  -1.55197921e-01  -2.14282171e-01   1.31771376e-01
   -7.44778937e-02   8.46095255e-02  -7.35945273e-04  -2.11918249e-02
   -9.77361429e-02  -1.42624703e-02]
 [ -1.14418385e-01  -9.50981024e-02  -1.99159566e-01   1.66842978e-01
   -3.90359843e-02   1.30351417e-01  -1.35588865e-02  -2.50709627e-01
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 [ -5.43863376e-02  -8.50438088e-02   2.80437567e-01   1.19532711e-01
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 [  7.12498306e-02  -1.06463848e-02   8.94520711e-02   9.27498221e-02
   -5.60555088e-02  -1.93421816e-02   1.51168173e-01   1.19718239e-01
   -1.81135155e-02  -4.67784104e-02]
 [  9.59861979e-03  -1.67295766e-01  -2.94975618e-01  -5.80735175e-02
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    1.03429994e-01  -3.99994780e-02]
 [  6.10462087e-02  -5.94495290e-02  -1.10387125e-01   6.95424302e-02
   -2.45230800e-01   3.13222914e-01   2.83131274e-01   2.05024070e-01
   -1.41166107e-01  -3.81219671e-02]
 [  1.11759005e-02  -1.78618582e-02   1.25623280e-01   1.22974780e-01
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 [  1.11832183e-01   7.86830154e-02  -4.33133813e-02  -9.74657984e-02
   -1.47657233e-01  -3.30782859e-01   1.32228763e-01   8.07100765e-03
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   -9.11652244e-02  -2.01784372e-01  -6.06021424e-03  -2.14023727e-02
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 [ -1.67432312e-01  -1.45626549e-01  -2.06238786e-01  -3.11058776e-02
   -3.52776318e-01   3.59210644e-03   8.35284689e-02  -2.65764338e-02
   -1.86311408e-02   2.77940741e-02]
 [ -2.85827749e-02  -1.84082257e-01  -7.44343382e-02  -1.22125241e-01
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   -1.78738034e-01  -3.79150810e-01]
 [ -1.52968252e-02  -4.97059816e-01  -3.11900738e-02  -7.11900469e-02
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 [  1.60574944e-02  -5.51839668e-01  -4.29453640e-02  -9.99525758e-02
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   -3.60160913e-01  -2.14332692e-01]
 [ -1.77147826e-01  -6.83501605e-01  -1.19640648e-02  -2.07570164e-01
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   -7.13445616e-02   8.71583437e-02]
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   -9.07081079e-02  -1.36019029e-01]
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   -2.61250528e-01  -2.87097912e-02]
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   -2.35979666e-02  -1.33558818e-01]
 [  8.65280742e-02   2.55823274e-01   1.54608934e-01  -1.24728979e-01
   -1.00353242e-01   6.16486805e-02  -1.44090928e-01   2.79143420e-01
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 [  3.58761196e-01   3.63717122e-01  -7.85527997e-02   3.02671499e-01
   -8.64515542e-01  -2.85263435e-01  -4.98975467e-01   1.76973129e-01
    3.97720121e-01  -9.80470939e-03]
 [  5.83091166e-02   1.13995965e-01   2.58369206e-01   2.58198396e-01
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   -1.26779532e-01  -2.77354627e-01]
 [  1.70083886e-02  -1.14844432e-01  -1.23332392e-01  -6.76281966e-02
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 [  9.48714024e-03  -3.96682295e-02  -6.59705039e-02  -4.49301049e-02
   -2.53779967e-02  -1.83822373e-01   4.53456877e-02   1.01457394e-02
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 [  3.31794750e-02   1.14253403e-01   2.44625825e-01   7.62606294e-02
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   -1.85142213e-01   1.10212220e-01]
 [  8.20043033e-02   8.03160860e-02   1.09179427e-01   1.28234663e-02
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   -1.12257469e-02  -8.04456529e-02]
 [ -4.83839445e-03   1.38127790e-01   8.56003185e-02  -3.25254037e-02
   -6.37407192e-02   1.76438492e-01   4.55565806e-02   1.17998220e-01
   -1.94974544e-02   1.74642920e-01]
 [  2.24368332e-01   1.02359262e-01   2.81157910e-02   7.48489704e-02
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   -5.78915271e-02  -2.47590184e-02]
 [  5.20015694e-02   6.99155097e-02   1.97252168e-02   5.06162845e-02
   -4.82604201e-01  -1.26902067e-01  -2.60111975e-01   4.13645476e-02
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 [  6.87942853e-02   4.93363070e-01   1.31504819e-01   4.60055049e-01
   -1.45799845e+00  -3.01438991e-01  -5.34159262e-01  -6.99386344e-02
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   -5.86300966e-01   8.72909705e-02  -2.04415332e-01   1.60497165e-01
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 [ -8.14953017e-02   2.41451002e-01   2.37920827e-01   5.32574878e-03
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   -4.10321588e-02   3.98741921e-02]
 [ -1.05577997e-01   1.52363757e-02   2.16102149e-02   8.35207306e-02
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   -2.81143400e-01  -9.96492179e-02]
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   -2.12924848e-01   2.70096884e-02]
 [  6.70661911e-03  -4.51895572e-01  -1.29385556e-01  -1.66848509e-01
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   -1.69171045e-01  -2.26495460e-01]
 [  4.76630202e-02  -3.41904949e-01  -1.83175648e-01  -1.11789005e-01
   -3.29127117e-01  -1.33890746e-02   2.37405350e-01  -1.65194952e-01
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 [ -8.77348137e-02   2.57386995e-03   2.76668262e-01   4.68166885e-02
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   -7.37892880e-02  -1.38224804e-02]
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   -4.59293736e-02   1.13981348e-01]
 [  1.63150567e-01  -3.40523134e-02  -2.24093026e-01  -3.86355817e-02
    9.74695185e-02  -3.11722830e-01   6.96028538e-02  -1.64148530e-01
    2.58690995e-02  -1.53199960e-01]
 [  2.38806229e-01  -2.28902165e-01   7.52433423e-02   1.78244615e-02
    8.46464002e-02  -5.34529148e-02   3.06569938e-02  -1.33875455e-01
    1.42041154e-01  -1.35858765e-01]
 [ -9.35007303e-02  -9.01313132e-02   1.25391029e-01   1.21625896e-01
    2.03455288e-02  -1.20019907e-01   2.20269691e-01  -7.83796163e-02
    1.86312525e-01   1.29302411e-02]
 [ -9.84416484e-02  -2.85850809e-01   1.57787696e-01  -4.20570948e-01
   -4.16313962e-01   1.65769406e-01   2.04903791e-01  -1.32424142e-01
   -7.94558197e-02   1.11238653e-01]]
[[ 0.60106522]
 [ 1.82986025]
 [ 0.20949167]
 [ 0.90533559]
 [-2.87229162]
 [-0.32706692]
 [-1.8673299 ]
 [ 0.05592322]
 [ 0.66347059]
 [ 0.84683758]]
Progress: 65.5% ... Training loss: 0.252 ... Validation loss: 0.442[[  1.98607204e-01   3.98596138e-01  -9.00899910e-02   1.41105351e-01
   -2.85096265e-01  -8.21231124e-02  -1.15075921e-01   1.20309859e-01
   -1.51807734e-02   2.71983429e-01]
 [  9.51167844e-03   1.11998747e-01  -2.04279555e-02   4.56134235e-02
    7.36489789e-02  -5.88970951e-03   3.49765053e-01   4.03606197e-02
    1.43225662e-01  -2.82868747e-02]
 [  2.27263667e-01   6.96620395e-01   1.33361297e-02  -4.58762588e-02
    9.22152651e-01  -2.98672485e-02  -1.07373172e+00  -4.21814240e-02
    8.13509319e-02   3.25321156e-01]
 [  5.06884901e-02  -4.87448727e-01  -1.88907377e-01   2.51112369e-01
   -1.25443069e-01   1.30448216e-01   2.93961462e-01   6.43508763e-02
    1.36525716e-01   3.32078133e-01]
 [ -4.42406051e-02   4.03329521e-02  -1.47026711e-01   4.69544341e-02
   -1.15760516e-01  -1.80074396e-01   1.67365055e-01  -1.14862319e-01
   -1.90324022e-01  -6.52614673e-02]
 [ -4.07081295e-01  -6.84460041e-01  -3.07382951e-01   1.28337566e-01
   -3.46929791e-01   4.52761312e-02   4.06677199e-01  -4.25457935e-02
   -5.11963784e-02  -6.18790142e-02]
 [ -6.73518071e-03  -3.37437840e-01   8.43560798e-03   8.33263820e-02
   -1.34991094e-01  -7.16717604e-02   1.83854733e-01  -1.93690064e-01
    1.99693367e-01   5.25957962e-02]
 [  1.01268799e-01  -3.94828621e-01   2.55848864e-02  -9.04841300e-02
   -1.40796070e-01  -4.36996641e-02   1.01133410e-01   1.13429525e-01
    7.12113046e-02  -2.63538772e-02]
 [ -1.75613500e-01  -2.17836371e-01  -3.00638670e-01  -1.70694097e-02
   -1.79960765e-01   6.54835619e-02  -4.91671891e-02  -3.04156914e-02
    2.77997010e-01  -1.28704550e-01]
 [  2.04997831e-02  -5.01792129e-01   6.39314133e-02  -7.92729788e-02
   -4.56941650e-01  -9.99221136e-02   2.04188332e-01  -1.18663124e-01
   -2.17096093e-02   3.99648301e-02]
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   -2.60832120e-01   2.67386990e-03   2.60183570e-01  -1.02392583e-01
    9.82591784e-03  -9.43193338e-02]
 [ -1.36476772e-01  -3.19662016e-01  -7.25598959e-02   2.17292389e-02
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   -1.72150031e-01  -2.12017463e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.92781226e-01  -3.47254954e-01   9.14781360e-02   2.02418640e-01
   -1.85967162e-01  -5.98441596e-02   1.16814882e-01  -2.62716228e-01
   -2.90186090e-01  -1.11362586e-01]
 [  8.08220518e-02  -2.45527334e-01  -3.01470515e-02   8.69724100e-02
   -6.48744697e-02  -8.08713576e-02   3.00174455e-01  -3.64031036e-05
    4.01712430e-03  -2.75860890e-02]
 [  2.67704209e-02  -1.55135054e-01  -2.14340347e-01   1.31499191e-01
   -7.53030524e-02   8.46697709e-02  -8.64128152e-04  -2.12062611e-02
   -9.79155470e-02  -1.44760018e-02]
 [ -1.14012062e-01  -9.40592701e-02  -1.99015843e-01   1.67362987e-01
   -3.90341447e-02   1.30155686e-01  -1.48089183e-02  -2.50669693e-01
    8.07369973e-02  -1.81475761e-01]
 [ -5.45375430e-02  -8.55161631e-02   2.80397390e-01   1.19426506e-01
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    9.29409658e-02   6.79117574e-02]
 [  7.05778735e-02  -1.24729326e-02   8.92125434e-02   9.17217191e-02
   -5.41911114e-02  -1.89725128e-02   1.52832263e-01   1.19652134e-01
   -1.88922086e-02  -4.77154647e-02]
 [  1.05758613e-02  -1.64503093e-01  -2.94610582e-01  -5.66978337e-02
    8.15899018e-04  -9.19615683e-02   6.13295090e-02   1.61576698e-01
    1.04586504e-01  -3.85464301e-02]
 [  6.14466715e-02  -5.83308996e-02  -1.10249339e-01   7.01128809e-02
   -2.47247278e-01   3.12989455e-01   2.82109620e-01   2.05064175e-01
   -1.40715333e-01  -3.75343193e-02]
 [  1.24036215e-02  -1.45373968e-02   1.26029997e-01   1.24716301e-01
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 [  1.12205045e-01   7.96557142e-02  -4.31869493e-02  -9.69268099e-02
   -1.48838768e-01  -3.30991542e-01   1.31297923e-01   8.10528941e-03
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   -9.09297919e-02  -2.01525799e-01  -4.62030002e-03  -2.14458035e-02
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 [ -1.67462544e-01  -1.45816646e-01  -2.06250391e-01  -3.11561990e-02
   -3.52909534e-01   3.60525432e-03   8.37639979e-02  -2.65791813e-02
   -1.86638095e-02   2.77249674e-02]
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   -1.78493405e-01  -3.78854074e-01]
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    6.47751500e-01   9.90860647e-02   6.05726391e-01   9.13547375e-02
    3.10649546e-02  -3.88870679e-01]
 [  1.61351689e-02  -5.51929892e-01  -4.29197504e-02  -9.98383236e-02
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   -3.60060284e-01  -2.14209146e-01]
 [ -1.76924601e-01  -6.83298825e-01  -1.18815491e-02  -2.07208964e-01
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   -7.10826283e-02   8.74868032e-02]
 [ -3.04824155e-01  -5.17213405e-01   5.38871720e-02  -5.00848955e-02
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   -9.06644586e-02  -1.35972003e-01]
 [ -2.13185371e-01  -3.78624695e-01   2.49800834e-01  -2.46345491e-01
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   -2.61085391e-01  -2.84936762e-02]
 [ -1.45061457e-01  -2.68907651e-01  -1.86195323e-01  -1.18559764e-01
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   -2.30747865e-02  -1.32899868e-01]
 [  8.67657399e-02   2.56911356e-01   1.54721890e-01  -1.24308047e-01
   -1.01953722e-01   6.14707184e-02  -1.44937534e-01   2.79170572e-01
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 [  3.58256305e-01   3.62471928e-01  -7.87472883e-02   3.01883349e-01
   -8.62658081e-01  -2.84946294e-01  -4.97691533e-01   1.76920042e-01
    3.97115477e-01  -1.04572586e-02]
 [  5.84352051e-02   1.14250248e-01   2.58428241e-01   2.58439759e-01
   -3.94999059e-02  -2.02647715e-01  -1.88048324e-01  -1.32230845e-01
   -1.26598837e-01  -2.77146924e-01]
 [  1.72129833e-02  -1.14261969e-01  -1.23262318e-01  -6.73191663e-02
    2.31366236e-01   4.15468643e-02  -2.65918180e-03  -1.86431564e-01
    2.28901331e-02   1.94834965e-01]
 [  9.63155717e-03  -3.93145320e-02  -6.59222010e-02  -4.47580943e-02
   -2.58837900e-02  -1.83899145e-01   4.49654095e-02   1.01583692e-02
    4.08248042e-02   9.17791357e-03]
 [  3.40651585e-02   1.16858743e-01   2.44933636e-01   7.75548780e-02
   -2.08049249e-01  -1.40416795e-01   5.90488066e-02   3.93452236e-02
   -1.84129072e-01   1.11461354e-01]
 [  8.20011297e-02   8.03551970e-02   1.09176331e-01   1.27895102e-02
   -2.35044065e-01   6.25306892e-02  -2.11732463e-03  -2.71204143e-01
   -1.12249543e-02  -8.04518083e-02]
 [ -5.01794594e-03   1.37635234e-01   8.55364905e-02  -3.28024534e-02
   -6.29105417e-02   1.76540360e-01   4.60420096e-02   1.17981723e-01
   -1.97016650e-02   1.74383271e-01]
 [  2.24269222e-01   1.02082664e-01   2.80959726e-02   7.46778935e-02
    1.22011208e-02  -2.59083311e-02  -2.30902316e-01   1.47753269e-01
   -5.79660184e-02  -2.48590712e-02]
 [  5.23465508e-02   7.10019410e-02   1.98439888e-02   5.10946285e-02
   -4.83654493e-01  -1.27083074e-01  -2.61024901e-01   4.13946632e-02
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 [  6.89851101e-02   4.93936216e-01   1.31569038e-01   4.60279040e-01
   -1.45795355e+00  -3.01531417e-01  -5.34644291e-01  -6.99225751e-02
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 [  1.71615323e-01   4.79570332e-01   6.72778336e-02   4.31407724e-01
   -1.21676669e+00  -7.76979397e-02  -3.97528446e-01   1.50547559e-01
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 [  2.30306608e-01   3.17591961e-01   2.41239225e-01   1.32416575e-01
   -5.85431354e-01   8.74748095e-02  -2.03618509e-01   1.60464271e-01
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 [ -8.16421648e-02   2.41077518e-01   2.37871051e-01   5.11867216e-03
   -9.41286204e-02   1.34880359e-01  -1.06535176e-01  -1.62156222e-02
   -4.11861751e-02   3.96722641e-02]
 [ -1.05686322e-01   1.49267369e-02   2.15733464e-02   8.33627919e-02
   -8.03765527e-02   1.18705420e-01   2.22312468e-01   1.89050746e-02
   -2.81260593e-01  -9.98024446e-02]
 [ -2.27365050e-01  -6.33155027e-02  -9.61711582e-02  -3.51442944e-01
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   -2.12375674e-01   2.77170771e-02]
 [  7.01181816e-03  -4.51047135e-01  -1.29278802e-01  -1.66481932e-01
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   -1.68828272e-01  -2.26073544e-01]
 [  4.69769500e-02  -3.42691427e-01  -1.83394332e-01  -1.12880281e-01
   -3.27456248e-01  -1.30392375e-02   2.38766727e-01  -1.65256313e-01
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 [ -8.74679144e-02   2.23862946e-03   2.76771947e-01   4.73657709e-02
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   -7.34387571e-02  -1.33590109e-02]
 [ -3.12959205e-01  -3.09220376e-03   2.74392702e-02   2.26615517e-02
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   -4.50591797e-02   1.15124236e-01]
 [  1.64023700e-01  -3.21005028e-02  -2.23789448e-01  -3.72589024e-02
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    2.68271141e-02  -1.52012415e-01]
 [  2.39469707e-01  -2.26741060e-01   7.55067822e-02   1.88904209e-02
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    1.42917650e-01  -1.34968985e-01]
 [ -9.33414937e-02  -8.98931375e-02   1.25444172e-01   1.21856607e-01
    1.96404004e-02  -1.20111494e-01   2.20030680e-01  -7.83636914e-02
    1.86453818e-01   1.31353750e-02]
 [ -9.82783127e-02  -2.84834582e-01   1.57821749e-01  -4.20696706e-01
   -4.19616368e-01   1.65690470e-01   2.04155844e-01  -1.32416890e-01
   -7.92926789e-02   1.11555356e-01]]
[[ 0.60945299]
 [ 1.83503711]
 [ 0.2169504 ]
 [ 0.91227761]
 [-2.86286723]
 [-0.32046157]
 [-1.85910085]
 [ 0.06409313]
 [ 0.67139707]
 [ 0.85612221]]
Progress: 65.5% ... Training loss: 0.249 ... Validation loss: 0.439[[  2.00568263e-01   4.04312010e-01  -8.93409904e-02   1.44105150e-01
   -2.93361049e-01  -8.31588904e-02  -1.18662259e-01   1.20525567e-01
   -1.30205112e-02   2.74701593e-01]
 [  9.35018474e-03   1.11645758e-01  -2.04954341e-02   4.53654382e-02
    7.43158061e-02  -5.79305699e-03   3.50182980e-01   4.03429781e-02
    1.43076068e-01  -2.84484343e-02]
 [  2.29066986e-01   7.01432466e-01   1.40334298e-02  -4.33381690e-02
    9.09744605e-01  -3.09111467e-02  -1.07753055e+00  -4.19736741e-02
    8.34593067e-02   3.28000321e-01]
 [  4.58299875e-02  -4.98831639e-01  -1.90717382e-01   2.43914150e-01
   -1.08037312e-01   1.33106360e-01   3.03894085e-01   6.38451478e-02
    1.31006701e-01   3.25458225e-01]
 [ -4.31355782e-02   4.35732797e-02  -1.46678561e-01   4.81800526e-02
   -1.17560575e-01  -1.80568085e-01   1.62910089e-01  -1.14791623e-01
   -1.89551582e-01  -6.42987148e-02]
 [ -4.06344137e-01  -6.82930374e-01  -3.07120109e-01   1.29433150e-01
   -3.47934806e-01   4.49009124e-02   4.05311211e-01  -4.24706862e-02
   -5.04401167e-02  -6.10095681e-02]
 [ -6.29378477e-03  -3.36486921e-01   8.57761187e-03   8.38486995e-02
   -1.36752478e-01  -7.18374316e-02   1.83213153e-01  -1.93655766e-01
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 [  1.02395562e-01  -3.91603528e-01   2.60600263e-02  -8.86761493e-02
   -1.47595082e-01  -4.44054792e-02   9.86841511e-02   1.13574529e-01
    7.25346761e-02  -2.47008862e-02]
 [ -1.75742462e-01  -2.18221412e-01  -3.00692580e-01  -1.73395963e-02
   -1.79908702e-01   6.55886028e-02  -4.86975795e-02  -3.04301441e-02
    2.77823130e-01  -1.28913876e-01]
 [  2.25366171e-02  -4.96662335e-01   6.47046818e-02  -7.63121166e-02
   -4.66252168e-01  -1.00987213e-01   2.00609630e-01  -1.18447899e-01
   -1.93809623e-02   4.25748781e-02]
 [ -7.52788937e-02  -2.14573632e-01   8.68495519e-03  -1.17175564e-01
   -2.57599525e-01   2.94977286e-03   2.61846383e-01  -1.02440118e-01
    9.21263165e-03  -9.49828124e-02]
 [ -1.35822089e-01  -3.17780174e-01  -7.23193869e-02   2.27430802e-02
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   -1.71524096e-01  -2.11103311e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
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[[ 0.61842342]
 [ 1.84625135]
 [ 0.22608314]
 [ 0.91811498]
 [-2.85805057]
 [-0.31451581]
 [-1.85589033]
 [ 0.06991042]
 [ 0.67857325]
 [ 0.86438788]]
Progress: 65.6% ... Training loss: 0.253 ... Validation loss: 0.436[[  1.99018870e-01   3.99886039e-01  -8.99905364e-02   1.41420154e-01
   -2.85040383e-01  -8.23148242e-02  -1.14955443e-01   1.20334311e-01
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   -9.70976794e-02   6.21573976e-02  -1.41424309e-01   2.79034032e-01
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 [  5.80142926e-02   1.12868272e-01   2.58299162e-01   2.57831110e-01
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   -1.83673075e-01   1.12237255e-01]
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   -2.32748805e-01   6.27603091e-02  -7.53910579e-04  -2.71251759e-01
   -1.17403108e-02  -8.10521949e-02]
 [ -3.92163416e-03   1.40585782e-01   8.59182327e-02  -3.13860188e-02
   -6.80475684e-02   1.75951980e-01   4.33636993e-02   1.18097826e-01
   -1.84831842e-02   1.75845057e-01]
 [  2.24137094e-01   1.01774926e-01   2.80503131e-02   7.44176968e-02
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   -5.80473473e-02  -2.49187226e-02]
 [  5.28060004e-02   7.27940162e-02   2.00034868e-02   5.18217814e-02
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   -5.87716607e-01   8.72350010e-02  -2.04462084e-01   1.60510234e-01
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 [  4.60860509e-02  -3.44451179e-01  -1.83740336e-01  -1.14392922e-01
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   -7.23126815e-02  -1.19349368e-02]
 [ -3.14859434e-01  -8.41784640e-03   2.67518532e-02   1.97146362e-02
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   -4.71031220e-02   1.12733265e-01]
 [  1.64772237e-01  -3.00781268e-02  -2.23426111e-01  -3.57847652e-02
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 [  2.38180172e-01  -2.30905475e-01   7.49928303e-02   1.67999602e-02
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 [ -9.51963702e-02  -9.42719920e-02   1.24737147e-01   1.18787332e-01
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    1.84163348e-01   1.04523770e-02]
 [ -9.73080787e-02  -2.81661293e-01   1.58142539e-01  -4.19601711e-01
   -4.26617959e-01   1.65168150e-01   2.01707094e-01  -1.32333401e-01
   -7.83185879e-02   1.12854552e-01]]
[[ 0.60093191]
 [ 1.83362783]
 [ 0.20787963]
 [ 0.89985299]
 [-2.87084326]
 [-0.32956439]
 [-1.87867436]
 [ 0.05225897]
 [ 0.66104011]
 [ 0.84686025]]
Progress: 65.7% ... Training loss: 0.251 ... Validation loss: 0.441[[  2.00690482e-01   4.02982401e-01  -8.94077727e-02   1.44101259e-01
   -2.86981144e-01  -8.32594215e-02  -1.17746589e-01   1.20494519e-01
   -1.29639216e-02   2.75803529e-01]
 [  9.28149206e-03   1.11439603e-01  -2.04943344e-02   4.52133147e-02
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    1.42998480e-01  -2.85138889e-02]
 [  2.24886038e-01   6.89293133e-01   1.24847372e-02  -4.99014806e-02
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    7.86546368e-02   3.22858536e-01]
 [  4.98399363e-02  -4.87793181e-01  -1.89192313e-01   2.50175953e-01
   -1.22221119e-01   1.31093137e-01   2.92485055e-01   6.43144046e-02
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 [ -4.53042472e-02   3.89398572e-02  -1.47355800e-01   4.52020286e-02
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   -1.91504243e-01  -6.68368533e-02]
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   -5.09063320e-02  -6.14936135e-02]
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   -1.83629669e-01   6.51494697e-02  -5.08825845e-02  -3.03351416e-02
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   -2.26179078e-02   3.90655045e-02]
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   -1.72138065e-01  -2.11596657e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
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   -2.90349637e-01  -1.11698002e-01]
 [  8.16393922e-02  -2.44934725e-01  -2.98681736e-02   8.81112644e-02
   -6.57368031e-02  -8.13726251e-02   2.99971550e-01   2.39577653e-05
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 [  2.74132824e-02  -1.54013744e-01  -2.14156105e-01   1.32299969e-01
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   -9.72953706e-02  -1.32921025e-02]
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 [  7.05719418e-02  -1.30301891e-02   8.92207198e-02   9.16341440e-02
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   -1.88535832e-02  -4.75496108e-02]
 [  1.05871236e-02  -1.64919634e-01  -2.94650612e-01  -5.66846281e-02
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 [  6.04143060e-02  -6.19199020e-02  -1.10656147e-01   6.83293690e-02
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   -1.42068560e-01  -3.91155250e-02]
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   -1.77892891e-01  -3.78160081e-01]
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 [  1.58878850e-02  -5.52309353e-01  -4.30119009e-02  -1.00184084e-01
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   -3.60311054e-01  -2.14529193e-01]
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   -9.07320830e-02  -1.36065459e-01]
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 [  5.84425535e-02   1.14051658e-01   2.58451091e-01   2.58485870e-01
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   -1.83966104e-01   1.11894902e-01]
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   -5.86054506e-01   8.75401633e-02  -2.03204619e-01   1.60465382e-01
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   -1.68466272e-01  -2.25627444e-01]
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 [ -8.57927228e-02   5.42304964e-03   2.77400624e-01   4.99438671e-02
    1.30990571e-01   6.04403695e-02   4.69772749e-02  -2.93440823e-01
   -7.16148872e-02  -1.10727136e-02]
 [ -3.15611220e-01  -1.07394889e-02   2.64858582e-02   1.87212445e-02
    1.39326743e-01  -1.92628452e-01   1.39112822e-03   2.36181118e-01
   -4.79037734e-02   1.11975257e-01]
 [  1.65208706e-01  -2.90854295e-02  -2.23239863e-01  -3.49406479e-02
    8.82027042e-02  -3.12909870e-01   6.49548354e-02  -1.63914204e-01
    2.83983559e-02  -1.50190961e-01]
 [  2.39019219e-01  -2.28091478e-01   7.53057541e-02   1.82021785e-02
    8.35813994e-02  -5.36421167e-02   2.97825452e-02  -1.33880501e-01
    1.42451559e-01  -1.35214567e-01]
 [ -9.48968542e-02  -9.43338582e-02   1.24835010e-01   1.19101639e-01
    2.70467097e-02  -1.19317967e-01   2.23373381e-01  -7.85546895e-02
    1.84458135e-01   1.09184253e-02]
 [ -9.83664764e-02  -2.85472573e-01   1.57741416e-01  -4.21168652e-01
   -4.21999582e-01   1.65749747e-01   2.04276323e-01  -1.32428607e-01
   -7.94808243e-02   1.11520058e-01]]
[[ 0.60408092]
 [ 1.83098688]
 [ 0.21050365]
 [ 0.90714196]
 [-2.87263259]
 [-0.32597744]
 [-1.86514451]
 [ 0.05583368]
 [ 0.66424602]
 [ 0.84780979]]
Progress: 65.7% ... Training loss: 0.251 ... Validation loss: 0.441[[  2.01056559e-01   4.05089774e-01  -8.92381748e-02   1.44841623e-01
   -2.88810041e-01  -8.34353119e-02  -1.19321423e-01   1.20538854e-01
   -1.25466598e-02   2.76451801e-01]
 [  9.56366378e-03   1.12291665e-01  -2.03917785e-02   4.56528091e-02
    7.39076055e-02  -5.90494129e-03   3.49306455e-01   4.03703595e-02
    1.43310183e-01  -2.81528734e-02]
 [  2.27772191e-01   6.97068514e-01   1.34860566e-02  -4.56674024e-02
    9.22296965e-01  -2.99997234e-02  -1.08009670e+00  -4.21013276e-02
    8.19473958e-02   3.27037747e-01]
 [  4.98137430e-02  -4.88078840e-01  -1.89156320e-01   2.50503462e-01
   -1.22350747e-01   1.31147385e-01   2.92896209e-01   6.43065056e-02
    1.35575034e-01   3.30178571e-01]
 [ -4.20146199e-02   4.70558151e-02  -1.46240060e-01   5.00824444e-02
   -1.25328507e-01  -1.81306879e-01   1.58107323e-01  -1.14698946e-01
   -1.87843466e-01  -6.21525272e-02]
 [ -4.07253193e-01  -6.87228023e-01  -3.07515080e-01   1.28024069e-01
   -3.47660981e-01   4.53097814e-02   4.09661894e-01  -4.26293703e-02
   -5.15530608e-02  -6.21936017e-02]
 [ -6.11317059e-03  -3.35354017e-01   8.68944863e-03   8.42170769e-02
   -1.39779435e-01  -7.20613233e-02   1.80434110e-01  -1.93645939e-01
    2.00481172e-01   5.40982857e-02]
 [  9.96713354e-02  -3.99413904e-01   2.50291583e-02  -9.27061871e-02
   -1.35016781e-01  -4.28963605e-02   1.04123470e-01   1.13281209e-01
    6.95501504e-02  -2.78327049e-02]
 [ -1.75431410e-01  -2.16791093e-01  -3.00533570e-01  -1.69790834e-02
   -1.83531274e-01   6.54306064e-02  -4.93378273e-02  -3.03837041e-02
    2.78156798e-01  -1.28412713e-01]
 [  1.97560055e-02  -5.03151448e-01   6.36498659e-02  -8.08211182e-02
   -4.57683693e-01  -9.95824222e-02   2.05719899e-01  -1.18813246e-01
   -2.25157342e-02   3.92024132e-02]
 [ -7.43896656e-02  -2.14335466e-01   8.98582542e-03  -1.16001197e-01
   -2.59657285e-01   2.39504600e-03   2.59878024e-01  -1.02355064e-01
    1.01729632e-02  -9.31466271e-02]
 [ -1.37072321e-01  -3.21074030e-01  -7.27204331e-02   2.13674865e-02
    1.71126835e-01   1.04004491e-01   2.60099595e-01  -1.77596190e-02
   -1.72761195e-01  -2.12426841e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.93339909e-01  -3.48948973e-01   9.12983629e-02   2.01695411e-01
   -1.85522954e-01  -5.95715101e-02   1.18562431e-01  -2.62781929e-01
   -2.90771183e-01  -1.12250747e-01]
 [  8.17729823e-02  -2.44573947e-01  -2.98195963e-02   8.82486548e-02
   -6.57931016e-02  -8.14430037e-02   2.99445909e-01   3.42274374e-05
    5.01843094e-03  -2.64301758e-02]
 [  2.71688578e-02  -1.54794772e-01  -2.14236722e-01   1.32047970e-01
   -7.77264461e-02   8.44261624e-02  -1.65004066e-03  -2.11753044e-02
   -9.75938777e-02  -1.36398519e-02]
 [ -1.15349679e-01  -9.66467803e-02  -1.99490418e-01   1.65544083e-01
   -3.55547021e-02   1.30823178e-01  -1.21697120e-02  -2.50806956e-01
    7.93791556e-02  -1.83028869e-01]
 [ -5.42792285e-02  -8.48477920e-02   2.80517619e-01   1.19793078e-01
    4.05614361e-02  -6.89024978e-02  -1.02685209e-01   1.21164986e-01
    9.32353349e-02   6.84860555e-02]
 [  7.12786599e-02  -1.10246959e-02   8.94644596e-02   9.26529356e-02
   -5.74020529e-02  -1.93250184e-02   1.50638177e-01   1.19705644e-01
   -1.80785243e-02  -4.65752334e-02]
 [  1.06760418e-02  -1.64228474e-01  -2.94604491e-01  -5.65628140e-02
   -5.12243398e-04  -9.20204086e-02   6.03761380e-02   1.61591715e-01
    1.04686985e-01  -3.82671386e-02]
 [  6.08445241e-02  -6.06981514e-02  -1.10502513e-01   6.90028673e-02
   -2.45296717e-01   3.13339300e-01   2.83750787e-01   2.04975136e-01
   -1.41574517e-01  -3.85156747e-02]
 [  1.38381874e-02  -1.12298741e-02   1.26600521e-01   1.27242540e-01
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    2.36163746e-01   1.15426844e-01]
 [  1.11869707e-01   7.88859796e-02  -4.33064216e-02  -9.75423140e-02
   -1.47409838e-01  -3.30810126e-01   1.32320493e-01   8.07414528e-03
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 [ -1.14232979e-01  -1.17158947e-01  -1.91855652e-02   9.22525428e-03
   -9.25803141e-02  -2.01556445e-01  -4.63153961e-03  -2.14450704e-02
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 [ -1.69426921e-01  -1.49710178e-01  -2.06959715e-01  -3.42164909e-02
   -3.48765757e-01   4.72884161e-03   8.85632846e-02  -2.67974798e-02
   -2.09266438e-02   2.48532175e-02]
 [ -2.81819520e-02  -1.83678030e-01  -7.42777891e-02  -1.21500377e-01
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   -1.78283530e-01  -3.78626587e-01]
 [ -1.53992152e-02  -4.97862282e-01  -3.12227610e-02  -7.13367141e-02
    6.47884461e-01   9.90939929e-02   6.06067087e-01   9.13570806e-02
    3.10344605e-02  -3.88874251e-01]
 [  1.57946040e-02  -5.52358736e-01  -4.30443957e-02  -1.00333656e-01
    6.57048654e-01   1.99494384e-02   5.69593405e-01   4.87874535e-02
   -3.60427128e-01  -2.14664052e-01]
 [ -1.76424272e-01  -6.82750483e-01  -1.17239634e-02  -2.06483463e-01
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   -7.06190366e-02   8.80810644e-02]
 [ -3.04509217e-01  -5.16991588e-01   5.40220807e-02  -4.94223531e-02
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   -9.02023844e-02  -1.35377111e-01]
 [ -2.14108185e-01  -3.80922746e-01   2.49435422e-01  -2.47826736e-01
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   -2.62170700e-01  -2.97311747e-02]
 [ -1.45608697e-01  -2.70852519e-01  -1.86394043e-01  -1.19276116e-01
    5.15903413e-01  -2.24606261e-01   2.13984412e-01   1.66862114e-01
   -2.35966085e-02  -1.33517892e-01]
 [  8.65065517e-02   2.55796011e-01   1.54601154e-01  -1.24676682e-01
   -1.00533027e-01   6.15885357e-02  -1.44344897e-01   2.79127962e-01
    4.63866078e-02   1.54223919e-01]
 [  3.58249801e-01   3.62185412e-01  -7.87140475e-02   3.01549749e-01
   -8.61116408e-01  -2.84932316e-01  -4.97401314e-01   1.76894646e-01
    3.96964172e-01  -1.02491995e-02]
 [  5.85497303e-02   1.14303463e-01   2.58488462e-01   2.58631062e-01
   -3.92670220e-02  -2.02738290e-01  -1.88281073e-01  -1.32223698e-01
   -1.26464775e-01  -2.77029047e-01]
 [  1.71334040e-02  -1.14211683e-01  -1.23301628e-01  -6.74894819e-02
    2.31456501e-01   4.15832845e-02  -2.96029531e-03  -1.86443653e-01
    2.28180262e-02   1.94798123e-01]
 [  8.83062746e-03  -4.24383408e-02  -6.62510254e-02  -4.60000947e-02
   -2.08701027e-02  -1.83530915e-01   4.72617888e-02   1.00713528e-02
    3.99438019e-02   7.96596589e-03]
 [  3.44446198e-02   1.18654664e-01   2.45107699e-01   7.79218391e-02
   -2.08996985e-01  -1.40634488e-01   5.68231983e-02   3.93862439e-02
   -1.83817768e-01   1.12106488e-01]
 [  8.20738734e-02   8.05638906e-02   1.09195258e-01   1.28185179e-02
   -2.33900334e-01   6.24884067e-02  -2.29974674e-03  -2.71215251e-01
   -1.12260067e-02  -8.03942934e-02]
 [ -4.41501636e-03   1.39232050e-01   8.57394699e-02  -3.21947896e-02
   -6.61217889e-02   1.76243290e-01   4.45024373e-02   1.18050938e-01
   -1.90504834e-02   1.75167276e-01]
 [  2.23742632e-01   1.00652395e-01   2.78987322e-02   7.38604793e-02
    1.26853959e-02  -2.56768079e-02  -2.28959244e-01   1.47706321e-01
   -5.84639041e-02  -2.53048467e-02]
 [  5.29702898e-02   7.31734231e-02   2.00642705e-02   5.20739439e-02
   -4.86422825e-01  -1.27392230e-01  -2.63059781e-01   4.14466824e-02
    1.25054627e-01   2.01895380e-01]
 [  6.96500749e-02   4.94584828e-01   1.31760275e-01   4.61310351e-01
   -1.46202351e+00  -3.01690267e-01  -5.35328460e-01  -6.98502517e-02
    3.14904000e-01   3.57928471e-01]
 [  1.70750708e-01   4.78718694e-01   6.70558832e-02   4.30568456e-01
   -1.21826496e+00  -7.72759206e-02  -3.95743569e-01   1.50468973e-01
    2.15760791e-01   4.68754705e-01]
 [  2.29838258e-01   3.16541306e-01   2.41106700e-01   1.31867924e-01
   -5.85511727e-01   8.76885140e-02  -2.02350629e-01   1.60439990e-01
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 [ -8.14518922e-02   2.42118509e-01   2.37934208e-01   5.35392704e-03
   -9.60499080e-02   1.34785986e-01  -1.07507053e-01  -1.61963729e-02
   -4.10148016e-02   3.98957905e-02]
 [ -1.05771555e-01   1.49806216e-02   2.15319072e-02   8.32032099e-02
   -8.08502338e-02   1.18732206e-01   2.22128460e-01   1.88890523e-02
   -2.81321916e-01  -9.98934745e-02]
 [ -2.27239788e-01  -6.30174437e-02  -9.61342506e-02  -3.51214260e-01
    1.98185712e-01   1.20778783e-01   1.24233380e-01   1.02488911e-01
   -2.12247776e-01   2.78734989e-02]
 [  7.17681135e-03  -4.50777193e-01  -1.29210327e-01  -1.66232340e-01
    3.70275600e-01   2.58511140e-02   2.09151678e-01   1.51788590e-01
   -1.68640370e-01  -2.25839232e-01]
 [  4.59936012e-02  -3.44948287e-01  -1.83756108e-01  -1.14345583e-01
   -3.31210122e-01  -1.24954695e-02   2.41158813e-01  -1.65385835e-01
    5.33786663e-02  -2.56713526e-01]
 [ -8.57304749e-02   5.82404576e-03   2.77430176e-01   5.00719888e-02
    1.30065937e-01   6.04066101e-02   4.63367142e-02  -2.93432232e-01
   -7.15340748e-02  -1.10107158e-02]
 [ -3.15256524e-01  -9.88093428e-03   2.66016236e-02   1.92158804e-02
    1.37474817e-01  -1.92819693e-01   2.11716362e-04   2.36219756e-01
   -4.74518111e-02   1.12498414e-01]
 [  1.65110916e-01  -2.88111072e-02  -2.23243136e-01  -3.50180275e-02
    8.77784633e-02  -3.12860117e-01   6.51012734e-02  -1.63920331e-01
    2.83918820e-02  -1.50283454e-01]
 [  2.40694426e-01  -2.24104144e-01   7.59250444e-02   2.07756338e-02
    7.94024991e-02  -5.45868794e-02   2.55147900e-02  -1.33710614e-01
    1.44308465e-01  -1.32754418e-01]
 [ -9.51613937e-02  -9.48664548e-02   1.24738449e-01   1.18768789e-01
    2.74354478e-02  -1.19160325e-01   2.23496402e-01  -7.85834425e-02
    1.84111654e-01   1.05106868e-02]
 [ -9.81923813e-02  -2.84551565e-01   1.57775176e-01  -4.21084755e-01
   -4.24400853e-01   1.65691382e-01   2.03895349e-01  -1.32416943e-01
   -7.93544250e-02   1.11775645e-01]]
[[ 0.6102912 ]
 [ 1.83764745]
 [ 0.2155926 ]
 [ 0.91081953]
 [-2.86666065]
 [-0.32361234]
 [-1.86517236]
 [ 0.05939851]
 [ 0.66885084]
 [ 0.85447988]]
Progress: 65.8% ... Training loss: 0.249 ... Validation loss: 0.437[[  2.00472054e-01   4.05069128e-01  -8.94564930e-02   1.43661604e-01
   -2.84861363e-01  -8.30464262e-02  -1.18734448e-01   1.20465636e-01
   -1.32795479e-02   2.75548780e-01]
 [  1.03934838e-02   1.14424464e-01  -2.00959468e-02   4.68929052e-02
    7.08431641e-02  -6.32766918e-03   3.47330659e-01   4.04543893e-02
    1.44250545e-01  -2.69537401e-02]
 [  2.29767039e-01   7.01795291e-01   1.41716081e-02  -4.29106182e-02
    9.14933157e-01  -3.10642279e-02  -1.08472774e+00  -4.19215382e-02
    8.40916099e-02   3.29734800e-01]
 [  4.95373934e-02  -4.88478115e-01  -1.89215577e-01   2.50246515e-01
   -1.22578376e-01   1.31337884e-01   2.93569920e-01   6.42871807e-02
    1.35309104e-01   3.29737585e-01]
 [ -4.27615150e-02   4.46165942e-02  -1.46543585e-01   4.88473712e-02
   -1.23531619e-01  -1.80938162e-01   1.59447142e-01  -1.14784144e-01
   -1.88687957e-01  -6.33647140e-02]
 [ -4.07661647e-01  -6.87833411e-01  -3.07679482e-01   1.27327083e-01
   -3.46532854e-01   4.55510104e-02   4.09960804e-01  -4.26769635e-02
   -5.20444542e-02  -6.27568415e-02]
 [ -5.30286939e-03  -3.33327040e-01   8.93918069e-03   8.51209989e-02
   -1.41939600e-01  -7.24537166e-02   1.77854981e-01  -1.93577146e-01
    2.01223353e-01   5.50928427e-02]
 [  1.00347781e-01  -3.97330740e-01   2.52817654e-02  -9.18017802e-02
   -1.38296654e-01  -4.32357839e-02   1.02438531e-01   1.13341148e-01
    7.03354681e-02  -2.68135354e-02]
 [ -1.75501196e-01  -2.17100352e-01  -3.00548140e-01  -1.71292759e-02
   -1.83525757e-01   6.54566440e-02  -4.89772193e-02  -3.03891894e-02
    2.78124536e-01  -1.28494877e-01]
 [  2.03369007e-02  -5.01161443e-01   6.38324562e-02  -8.03068935e-02
   -4.60301300e-01  -9.98608080e-02   2.03303829e-01  -1.18775131e-01
   -2.19701167e-02   3.98535787e-02]
 [ -7.43773247e-02  -2.14538038e-01   8.96904365e-03  -1.16192167e-01
   -2.59034068e-01   2.44176451e-03   2.59655995e-01  -1.02358893e-01
    1.01405154e-02  -9.31221725e-02]
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[[ 0.6134937 ]
 [ 1.84089538]
 [ 0.21941308]
 [ 0.91260223]
 [-2.8604991 ]
 [-0.31996362]
 [-1.86417626]
 [ 0.06181723]
 [ 0.67237553]
 [ 0.85794848]]
Progress: 65.8% ... Training loss: 0.249 ... Validation loss: 0.436[[  1.99306972e-01   4.00927598e-01  -8.99527884e-02   1.41402460e-01
   -2.80426618e-01  -8.23307460e-02  -1.15309273e-01   1.20327314e-01
   -1.49119487e-02   2.73655779e-01]
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 [  2.27719044e-01   6.96901875e-01   1.34580801e-02  -4.61539403e-02
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    8.16758508e-02   3.26893717e-01]
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 [ -4.57177368e-02   3.70793104e-02  -1.47630152e-01   4.42079234e-02
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   -1.72260685e-01  -2.11861353e-01]
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   -1.84603192e-01   1.11144784e-01]
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   -1.01296864e-02  -7.90973405e-02]
 [ -4.21046660e-03   1.39864490e-01   8.58050519e-02  -3.19261721e-02
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   -1.88456980e-02   1.75416942e-01]
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   -5.82667795e-02  -2.50466328e-02]
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 [  2.29543898e-01   3.15638456e-01   2.40990497e-01   1.31403067e-01
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 [  4.49773748e-02  -3.47981014e-01  -1.84133702e-01  -1.16099376e-01
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 [ -8.59296419e-02   4.89978858e-03   2.77382372e-01   4.96359734e-02
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   -7.17830759e-02  -1.12652042e-02]
 [ -3.15362781e-01  -1.00207450e-02   2.65519770e-02   1.88604613e-02
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   -4.77116990e-02   1.12227170e-01]
 [  1.64498549e-01  -3.09676863e-02  -2.23479861e-01  -3.61180894e-02
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 [  2.40878085e-01  -2.24093514e-01   7.59650568e-02   2.08985325e-02
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 [ -9.58404575e-02  -9.68509908e-02   1.24471158e-01   1.17725066e-01
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    1.83418564e-01   9.58215388e-03]
 [ -9.73314690e-02  -2.81534463e-01   1.58069295e-01  -4.20071933e-01
   -4.31599879e-01   1.65243830e-01   2.01295202e-01  -1.32343253e-01
   -7.83151123e-02   1.12995637e-01]]
[[ 0.60287918]
 [ 1.82963915]
 [ 0.21011695]
 [ 0.90236065]
 [-2.86630471]
 [-0.32623556]
 [-1.87013942]
 [ 0.05346151]
 [ 0.66284526]
 [ 0.84792472]]
Progress: 65.8% ... Training loss: 0.250 ... Validation loss: 0.442[[  2.00385947e-01   4.03882454e-01  -8.95108657e-02   1.43097309e-01
   -2.83693993e-01  -8.29804329e-02  -1.17515604e-01   1.20438289e-01
   -1.38471865e-02   2.75320106e-01]
 [  1.03544563e-02   1.14655999e-01  -2.00734776e-02   4.69018537e-02
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    1.44271041e-01  -2.69296748e-02]
 [  2.27096302e-01   6.95064673e-01   1.32189727e-02  -4.71178078e-02
    9.23954816e-01  -2.96606295e-02  -1.08114260e+00  -4.21977912e-02
    8.10533010e-02   3.25884794e-01]
 [  5.38875724e-02  -4.82119552e-01  -1.87818951e-01   2.56012721e-01
   -1.33995384e-01   1.29350033e-01   2.85687449e-01   6.46686504e-02
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 [ -4.60067767e-02   3.80426839e-02  -1.47726278e-01   4.41923990e-02
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   -1.92001470e-01  -6.74950596e-02]
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   -5.18227823e-02  -6.23746589e-02]
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   -1.36182084e-01  -4.25499008e-02   1.05908531e-01   1.13194277e-01
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   -1.88595931e-01   6.48799589e-02  -5.16550724e-02  -3.02964150e-02
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 [  1.84610019e-02  -5.06998473e-01   6.31290406e-02  -8.38742637e-02
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   -2.45489727e-02   3.71749100e-02]
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   -1.71885717e-01  -2.11258321e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.93189580e-01  -3.48651087e-01   9.13518442e-02   2.01907869e-01
   -1.85682400e-01  -5.96354347e-02   1.18069792e-01  -2.62774324e-01
   -2.90635405e-01  -1.11968672e-01]
 [  8.17338732e-02  -2.44233460e-01  -2.98363004e-02   8.80686120e-02
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 [  2.70287180e-02  -1.55572859e-01  -2.14316070e-01   1.31762655e-01
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   -9.77605006e-02  -1.38410027e-02]
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   -3.48027619e-02   1.30604111e-01  -1.36044631e-02  -2.50764215e-01
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 [  7.10615446e-02  -1.14857739e-02   8.93798996e-02   9.21815090e-02
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   -1.83372409e-02  -4.68296316e-02]
 [  1.01896650e-02  -1.66437128e-01  -2.94785316e-01  -5.73906389e-02
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 [  6.00944139e-02  -6.36914317e-02  -1.10834112e-01   6.74661965e-02
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   -1.77656964e-01  -3.77812437e-01]
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 [  1.63897934e-02  -5.51705510e-01  -4.28335274e-02  -9.94235889e-02
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   -3.59786677e-01  -2.13897951e-01]
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   -8.97224029e-02  -1.34735644e-01]
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 [  3.58364094e-01   3.61177243e-01  -7.87541626e-02   3.00977114e-01
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 [  5.83555274e-02   1.13486056e-01   2.58420239e-01   2.58338308e-01
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 [  1.70244623e-02  -1.15165479e-01  -1.23331765e-01  -6.76705359e-02
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   -1.78052340e-02  -1.83189698e-01   4.92209821e-02   1.00063698e-02
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   -1.84805388e-01   1.10913544e-01]
 [  8.28477836e-02   8.27419639e-02   1.09511986e-01   1.39800000e-02
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   -1.02995460e-02  -7.93127540e-02]
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   -1.84683628e-02   1.76010846e-01]
 [  2.24622671e-01   1.03577935e-01   2.81745467e-02   7.49284786e-02
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   -5.75596927e-02  -2.41333840e-02]
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 [  6.84327356e-02   4.91726575e-01   1.31340599e-01   4.59411087e-01
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   -4.10378279e-02   3.98445086e-02]
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   -2.81214116e-01  -9.97186310e-02]
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   -2.11693841e-01   2.85188157e-02]
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    3.71930162e-01   2.60867094e-02   2.10216928e-01   1.51747133e-01
   -1.69109315e-01  -2.26441536e-01]
 [  4.48494032e-02  -3.49025190e-01  -1.84226316e-01  -1.16413878e-01
   -3.29990999e-01  -1.17443386e-02   2.45642656e-01  -1.65528044e-01
    5.18216113e-02  -2.58632807e-01]
 [ -8.62783526e-02   3.52338080e-03   2.77274137e-01   4.91644119e-02
    1.33234844e-01   6.06878141e-02   4.72230971e-02  -2.93470917e-01
   -7.21777734e-02  -1.17495491e-02]
 [ -3.15958090e-01  -1.14081840e-02   2.63577025e-02   1.80052002e-02
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   -4.83815510e-02   1.11422656e-01]
 [  1.64496985e-01  -3.09409771e-02  -2.23487902e-01  -3.61461693e-02
    9.11472184e-02  -3.12515673e-01   6.66879827e-02  -1.63981701e-01
    2.77964156e-02  -1.51112261e-01]
 [  2.41525953e-01  -2.22479375e-01   7.61892792e-02   2.18995047e-02
    7.64506763e-02  -5.49654262e-02   2.30287216e-02  -1.33645458e-01
    1.45047833e-01  -1.31515074e-01]
 [ -9.42224083e-02  -9.30526578e-02   1.25060490e-01   1.19997335e-01
    2.44343429e-02  -1.19702269e-01   2.20759667e-01  -7.85045491e-02
    1.84931610e-01   1.16619913e-02]
 [ -9.67282131e-02  -2.79701040e-01   1.58307772e-01  -4.19154044e-01
   -4.33838220e-01   1.64881971e-01   1.99925780e-01  -1.32289116e-01
   -7.76540676e-02   1.14051358e-01]]
[[ 0.609085  ]
 [ 1.83296418]
 [ 0.21607146]
 [ 0.91013819]
 [-2.86313865]
 [-0.31912547]
 [-1.86136702]
 [ 0.05944192]
 [ 0.67026962]
 [ 0.85470059]]
Progress: 65.9% ... Training loss: 0.249 ... Validation loss: 0.441[[  1.99948759e-01   4.04054503e-01  -8.96105685e-02   1.42766302e-01
   -2.86326872e-01  -8.28145613e-02  -1.16042753e-01   1.20422101e-01
   -1.43499573e-02   2.74758020e-01]
 [  9.93679163e-03   1.13812746e-01  -2.02218140e-02   4.63036019e-02
    7.18284975e-02  -6.13686913e-03   3.47374510e-01   4.04143318e-02
    1.43827288e-01  -2.75089210e-02]
 [  2.29656747e-01   7.01351441e-01   1.42194996e-02  -4.29371707e-02
    9.11574580e-01  -3.12023467e-02  -1.08663464e+00  -4.19079486e-02
    8.40898025e-02   3.29895148e-01]
 [  5.30751647e-02  -4.82276581e-01  -1.88119301e-01   2.54909779e-01
   -1.30120157e-01   1.29854578e-01   2.86077983e-01   6.45755143e-02
    1.38353582e-01   3.34119610e-01]
 [ -4.61394627e-02   3.64024318e-02  -1.47777934e-01   4.40578915e-02
   -1.14022395e-01  -1.79141473e-01   1.70238886e-01  -1.15112422e-01
   -1.92131515e-01  -6.77625006e-02]
 [ -4.08144998e-01  -6.89362113e-01  -3.07916509e-01   1.26414666e-01
   -3.45330656e-01   4.59180186e-02   4.11655361e-01  -4.27451559e-02
   -5.27796074e-02  -6.36004436e-02]
 [ -6.75021083e-03  -3.37870084e-01   8.54343940e-03   8.28468666e-02
   -1.37778822e-01  -7.18673972e-02   1.80806008e-01  -1.93674657e-01
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   -1.39211921e-01  -4.28395020e-02   1.04910101e-01   1.13251200e-01
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 [ -1.74691807e-01  -2.14568659e-01  -3.00254904e-01  -1.60781446e-02
   -1.86858880e-01   6.50257952e-02  -5.14777317e-02  -3.03218014e-02
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 [  1.79110659e-02  -5.07883188e-01   6.29333097e-02  -8.48393275e-02
   -4.53305638e-01  -9.85468620e-02   2.08221325e-01  -1.19035868e-01
   -2.52625887e-02   3.62653182e-02]
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   -2.65002773e-01   2.04284785e-03   2.59293574e-01  -1.02283748e-01
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   -1.72197594e-01  -2.11618192e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.93919997e-01  -3.50537160e-01   9.10528849e-02   2.00686978e-01
   -1.84684245e-01  -5.92058011e-02   1.19930052e-01  -2.62854161e-01
   -2.91539474e-01  -1.13130938e-01]
 [  8.19465431e-02  -2.43861978e-01  -2.97639952e-02   8.83922633e-02
   -6.54107544e-02  -8.15231140e-02   2.98928596e-01   5.11999163e-05
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 [  2.68478006e-02  -1.55743180e-01  -2.14371320e-01   1.31610450e-01
   -7.74933834e-02   8.46427569e-02  -3.67221547e-04  -2.12194956e-02
   -9.79744729e-02  -1.40773884e-02]
 [ -1.16230454e-01  -9.98579208e-02  -1.99796375e-01   1.64002588e-01
   -3.02500436e-02   1.31244255e-01  -1.06599203e-02  -2.50872693e-01
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 [ -5.39117962e-02  -8.32540473e-02   2.80716183e-01   1.20350423e-01
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    9.35896167e-02   6.90035933e-02]
 [  7.15391833e-02  -1.05084468e-02   8.95747877e-02   9.29120446e-02
   -6.01019262e-02  -1.95240637e-02   1.49123639e-01   1.19725806e-01
   -1.77448744e-02  -4.60539339e-02]
 [  1.07421045e-02  -1.64705667e-01  -2.94576012e-01  -5.64210435e-02
   -2.25494640e-03  -9.20623121e-02   5.89058728e-02   1.61602749e-01
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 [  5.98869000e-02  -6.43231432e-02  -1.10925664e-01   6.70620076e-02
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   -1.42914520e-01  -4.01186675e-02]
 [  1.49178578e-02  -8.09877985e-03   1.26956407e-01   1.28947935e-01
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   -9.48170961e-02  -2.01728769e-01  -5.40137661e-03  -2.14274421e-02
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   -3.47309296e-01   4.92776838e-03   8.93359869e-02  -2.68314612e-02
   -2.13270133e-02   2.43167566e-02]
 [ -2.79779833e-02  -1.83670169e-01  -7.42183298e-02  -1.21234325e-01
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   -1.78080895e-01  -3.78339283e-01]
 [ -1.52898925e-02  -4.98132938e-01  -3.11833846e-02  -7.11791451e-02
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    3.11479932e-02  -3.88682635e-01]
 [  1.65161911e-02  -5.51657395e-01  -4.27953785e-02  -9.92801220e-02
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   -3.59665614e-01  -2.13750490e-01]
 [ -1.76569597e-01  -6.83143997e-01  -1.17689613e-02  -2.06687298e-01
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   -7.07667689e-02   8.79167389e-02]
 [ -3.04434524e-01  -5.17176718e-01   5.40648220e-02  -4.93372427e-02
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   -9.01188509e-02  -1.35245626e-01]
 [ -2.13758191e-01  -3.80320798e-01   2.49556307e-01  -2.47354690e-01
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   -2.61801244e-01  -2.92681491e-02]
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   -2.40668965e-02  -1.34073412e-01]
 [  8.59576262e-02   2.55086511e-01   1.54416731e-01  -1.25422559e-01
   -1.02079088e-01   6.18798450e-02  -1.43787480e-01   2.79075269e-01
    4.56941482e-02   1.53586041e-01]
 [  3.58774178e-01   3.62783858e-01  -7.85754670e-02   3.01673603e-01
   -8.62528160e-01  -2.85097189e-01  -4.98344881e-01   1.76931367e-01
    3.97019756e-01  -9.74603098e-03]
 [  5.85391131e-02   1.13937427e-01   2.58492363e-01   2.58619442e-01
   -3.85700050e-02  -2.02729738e-01  -1.87766729e-01  -1.32222736e-01
   -1.26466554e-01  -2.77039493e-01]
 [  1.68666638e-02  -1.15712971e-01  -1.23393363e-01  -6.79095682e-02
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 [  7.90191582e-03  -4.51427882e-02  -6.65952390e-02  -4.74687143e-02
   -1.65490470e-02  -1.83052791e-01   4.98129795e-02   9.97891202e-03
    3.89175932e-02   6.61693940e-03]
 [  3.33639538e-02   1.16060647e-01   2.44686050e-01   7.61728026e-02
   -2.04625541e-01  -1.40092008e-01   5.96932529e-02   3.92757877e-02
   -1.85083540e-01   1.10522937e-01]
 [  8.31752638e-02   8.38872784e-02   1.09636171e-01   1.45092043e-02
   -2.38057899e-01   6.18529299e-02  -5.43064146e-03  -2.71105723e-01
   -9.91864063e-03  -7.88186174e-02]
 [ -3.92423536e-03   1.40168518e-01   8.59245879e-02  -3.14196716e-02
   -6.70095438e-02   1.75960408e-01   4.29738704e-02   1.18093512e-01
   -1.85655945e-02   1.75907987e-01]
 [  2.25080619e-01   1.04808920e-01   2.83544101e-02   7.57022671e-02
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   -5.70085175e-02  -2.34451290e-02]
 [  5.25170337e-02   7.21509921e-02   1.98907920e-02   5.14320361e-02
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 [  6.79522453e-02   4.90255051e-01   1.31158710e-01   4.58698411e-01
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 [  2.29740890e-01   3.16122804e-01   2.41078807e-01   1.31770769e-01
   -5.86186193e-01   8.77152436e-02  -2.02028253e-01   1.60431282e-01
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 [ -8.17364595e-02   2.41996694e-01   2.37833880e-01   4.93114902e-03
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   -4.13450743e-02   3.94564643e-02]
 [ -1.05962601e-01   1.46355195e-02   2.14619030e-02   8.29474763e-02
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   -2.81534636e-01  -1.00122832e-01]
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   -2.11681392e-01   2.85122629e-02]
 [  6.80409031e-03  -4.51487429e-01  -1.29346337e-01  -1.66805522e-01
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   -1.69039061e-01  -2.26354000e-01]
 [  4.52638383e-02  -3.48029952e-01  -1.84063366e-01  -1.15620570e-01
   -3.33691220e-01  -1.19778405e-02   2.44789314e-01  -1.65481376e-01
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 [ -8.65441499e-02   2.62408477e-03   2.77199640e-01   4.87859807e-02
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   -7.24639906e-02  -1.21211036e-02]
 [ -3.16134781e-01  -1.16068840e-02   2.62685199e-02   1.76378795e-02
    1.42721201e-01  -1.92381797e-01   9.39999635e-04   2.36128543e-01
   -4.86451017e-02   1.11064495e-01]
 [  1.64550448e-01  -3.01847292e-02  -2.23447334e-01  -3.59945490e-02
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    2.78586980e-02  -1.50911288e-01]
 [  2.40481449e-01  -2.25002555e-01   7.57994823e-02   2.02923470e-02
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    1.43885984e-01  -1.32996054e-01]
 [ -9.40925585e-02  -9.24713631e-02   1.25107682e-01   1.20347363e-01
    2.23511778e-02  -1.19774827e-01   2.20263963e-01  -7.84906109e-02
    1.85022827e-01   1.18090308e-02]
 [ -9.68036054e-02  -2.80309931e-01   1.58263760e-01  -4.19373269e-01
   -4.34546992e-01   1.64912745e-01   2.00770516e-01  -1.32298187e-01
   -7.77596626e-02   1.13900723e-01]]
[[ 0.60883185]
 [ 1.83518552]
 [ 0.21371793]
 [ 0.90564027]
 [-2.86252123]
 [-0.32295163]
 [-1.87112865]
 [ 0.0576375 ]
 [ 0.66793642]
 [ 0.85283758]]
Progress: 66.0% ... Training loss: 0.249 ... Validation loss: 0.439[[  1.99108039e-01   4.01992330e-01  -8.99616443e-02   1.41305062e-01
   -2.81200974e-01  -8.23174508e-02  -1.14740693e-01   1.20333140e-01
   -1.53355059e-02   2.73571870e-01]
 [  9.81037668e-03   1.13518979e-01  -2.02655157e-02   4.61163587e-02
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    1.43716291e-01  -2.76804392e-02]
 [  2.27552514e-01   6.95591934e-01   1.33861535e-02  -4.63141704e-02
    9.21340433e-01  -3.00668949e-02  -1.08269879e+00  -4.21190035e-02
    8.16594060e-02   3.27107999e-01]
 [  5.27217497e-02  -4.83597500e-01  -1.88213594e-01   2.54445562e-01
   -1.32363234e-01   1.30115797e-01   2.88229077e-01   6.45420767e-02
    1.38057279e-01   3.33738381e-01]
 [ -4.54715794e-02   3.91602243e-02  -1.47454863e-01   4.49634590e-02
   -1.18162950e-01  -1.79581254e-01   1.67005535e-01  -1.15050510e-01
   -1.91485156e-01  -6.67204234e-02]
 [ -4.07721893e-01  -6.88605581e-01  -3.07776195e-01   1.26960971e-01
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   -5.23124469e-02  -6.30746911e-02]
 [ -7.13988526e-03  -3.39935792e-01   8.34587954e-03   8.20630478e-02
   -1.36913735e-01  -7.15621451e-02   1.82569014e-01  -1.93721651e-01
    1.99093600e-01   5.26467820e-02]
 [  9.85446328e-02  -4.03445797e-01   2.45482261e-02  -9.46173686e-02
   -1.34653838e-01  -4.22341037e-02   1.06807405e-01   1.13144598e-01
    6.80974989e-02  -2.90970877e-02]
 [ -1.75965400e-01  -2.17146795e-01  -3.00676368e-01  -1.79805545e-02
   -1.83304369e-01   6.57014195e-02  -4.86268211e-02  -3.04424729e-02
    2.77590915e-01  -1.29191928e-01]
 [  1.53315706e-02  -5.14460765e-01   6.19702532e-02  -8.89431611e-02
   -4.43525768e-01  -9.71204455e-02   2.14350361e-01  -1.19296900e-01
   -2.80322916e-02   3.27408366e-02]
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[[ 0.5980335 ]
 [ 1.82773393]
 [ 0.20527207]
 [ 0.89849996]
 [-2.86754145]
 [-0.33090389]
 [-1.87781463]
 [ 0.04994883]
 [ 0.6572975 ]
 [ 0.84209581]]
Progress: 66.0% ... Training loss: 0.253 ... Validation loss: 0.446[[  2.03176083e-01   4.12741708e-01  -8.85673436e-02   1.47597127e-01
   -2.96001421e-01  -8.45783816e-02  -1.23924415e-01   1.20687284e-01
   -1.06952958e-02   2.78997155e-01]
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 [  2.29182266e-01   7.00652399e-01   1.39104797e-02  -4.40425550e-02
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 [  5.10762017e-02  -4.90863547e-01  -1.88815706e-01   2.51827437e-01
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   -4.98864060e-02  -6.01341545e-02]
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   -1.71888727e-01  -2.11172069e-01]
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   -1.85711496e-02  -4.71619899e-02]
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   -5.53825026e-03  -9.24863225e-02   5.65522905e-02   1.61654869e-01
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   -1.76978894e-01  -3.76970913e-01]
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   -3.59473533e-01  -2.13496979e-01]
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   -1.85210954e-01   1.10399673e-01]
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   -2.35476397e-01   6.21787703e-02  -4.20479809e-03  -2.71159947e-01
   -1.05520890e-02  -7.96231354e-02]
 [ -3.15063076e-03   1.41843221e-01   8.61899319e-02  -3.01811482e-02
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   -1.76798709e-02   1.76968496e-01]
 [  2.25242512e-01   1.05806918e-01   2.83860928e-02   7.58940636e-02
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 [  2.29778493e-01   3.16406204e-01   2.41091934e-01   1.31756712e-01
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 [  4.47566658e-02  -3.49435388e-01  -1.84307848e-01  -1.16440817e-01
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 [ -8.53144782e-02   5.65017907e-03   2.77595319e-01   5.05922271e-02
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   -7.10957664e-02  -1.05276542e-02]
 [ -3.15270021e-01  -9.83516869e-03   2.65746701e-02   1.88608440e-02
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   -4.76649244e-02   1.12192183e-01]
 [  1.64959149e-01  -2.99722459e-02  -2.23271091e-01  -3.51936934e-02
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    2.84110405e-02  -1.50268969e-01]
 [  2.41740923e-01  -2.21408225e-01   7.62856565e-02   2.24131245e-02
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    1.45500514e-01  -1.31051304e-01]
 [ -9.37208377e-02  -9.21103360e-02   1.25220614e-01   1.20900381e-01
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    1.85440131e-01   1.23033261e-02]
 [ -9.74620534e-02  -2.83009296e-01   1.57983490e-01  -4.20748259e-01
   -4.35983782e-01   1.65316058e-01   2.03716376e-01  -1.32383991e-01
   -7.84808498e-02   1.13085360e-01]]
[[ 0.61723603]
 [ 1.84220702]
 [ 0.22473477]
 [ 0.91797896]
 [-2.85227162]
 [-0.31299466]
 [-1.85677919]
 [ 0.06791586]
 [ 0.67660003]
 [ 0.86276295]]
Progress: 66.0% ... Training loss: 0.252 ... Validation loss: 0.441[[  2.00683929e-01   4.06971047e-01  -8.95007396e-02   1.43924314e-01
   -2.87321675e-01  -8.32315621e-02  -1.17477303e-01   1.20393571e-01
   -1.33133817e-02   2.75958010e-01]
 [  9.84533684e-03   1.13466304e-01  -2.02688166e-02   4.61091567e-02
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    1.43743130e-01  -2.76470831e-02]
 [  2.27632235e-01   6.93509646e-01   1.32018995e-02  -4.68222632e-02
    9.21117916e-01  -3.00646815e-02  -1.08191284e+00  -4.21852398e-02
    8.16500506e-02   3.27143740e-01]
 [  4.43502445e-02  -5.07870907e-01  -1.91156242e-01   2.42312951e-01
   -1.08277391e-01   1.34347654e-01   3.10450469e-01   6.36759038e-02
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 [ -4.49291069e-02   4.07308383e-02  -1.46938613e-01   4.66364908e-02
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   -1.90492158e-01  -6.56087569e-02]
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   -5.05685756e-02  -6.09267165e-02]
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   -1.82146563e-01   6.59567732e-02  -4.73405844e-02  -3.05060100e-02
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   -1.74293448e-01  -2.14053180e-01]
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   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
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   -2.91181382e-01  -1.12725960e-01]
 [  8.18024698e-02  -2.44032568e-01  -2.98132564e-02   8.82002286e-02
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   -9.56093557e-02  -1.10093885e-02]
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   -1.89400007e-02  -4.76352314e-02]
 [  1.08636109e-02  -1.63801077e-01  -2.94552793e-01  -5.62472864e-02
   -3.81809603e-03  -9.22131432e-02   5.77108820e-02   1.61593994e-01
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 [  5.80276381e-02  -7.03593212e-02  -1.11590476e-01   6.42764837e-02
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   -1.76960459e-01  -3.76931112e-01]
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 [  1.65187144e-02  -5.51978366e-01  -4.28104029e-02  -9.92864687e-02
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   -3.59692774e-01  -2.13752477e-01]
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   -8.95617785e-02  -1.34515701e-01]
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 [  3.56377683e-01   3.56461258e-01  -7.94449700e-02   2.98058020e-01
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 [  5.90157803e-02   1.14784093e-01   2.58670247e-01   2.59327969e-01
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 [  3.36453410e-02   1.16866833e-01   2.44802021e-01   7.66197649e-02
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   -1.84824158e-01   1.10951551e-01]
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   -5.70291468e-02  -2.34447543e-02]
 [  5.24099914e-02   7.18050913e-02   1.98282244e-02   5.12677751e-02
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   -2.11566405e-01   2.87194934e-02]
 [  6.80111280e-03  -4.51504260e-01  -1.29346347e-01  -1.66811893e-01
    3.71660809e-01   2.60629458e-02   2.10146441e-01   1.51751804e-01
   -1.69039420e-01  -2.26356001e-01]
 [  4.31713777e-02  -3.52223350e-01  -1.84885331e-01  -1.18791339e-01
   -3.27887764e-01  -1.08570192e-02   2.49699224e-01  -1.65731485e-01
    5.00439015e-02  -2.61178228e-01]
 [ -8.60446923e-02   3.69371477e-03   2.77313659e-01   4.95637209e-02
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   -7.19389785e-02  -1.14967644e-02]
 [ -3.15084203e-01  -9.49663282e-03   2.66363195e-02   1.90913257e-02
    1.41825459e-01  -1.92887019e-01  -1.79569777e-03   2.36226917e-01
   -4.74674602e-02   1.12523008e-01]
 [  1.63938267e-01  -3.28103665e-02  -2.23695956e-01  -3.69299135e-02
    9.30534174e-02  -3.12318186e-01   6.77757358e-02  -1.64036945e-01
    2.71675768e-02  -1.51835397e-01]
 [  2.42241812e-01  -2.20169061e-01   7.64648836e-02   2.32198597e-02
    7.33826091e-02  -5.53840231e-02   2.18984865e-02  -1.33572189e-01
    1.46073929e-01  -1.30329679e-01]
 [ -9.47277413e-02  -9.48178823e-02   1.24847709e-01   1.19331001e-01
    2.45662471e-02  -1.19470806e-01   2.21722315e-01  -7.85769581e-02
    1.84345298e-01   1.08901821e-02]
 [ -9.93091807e-02  -2.87355629e-01   1.57368634e-01  -4.23428976e-01
   -4.33591593e-01   1.66254798e-01   2.08236736e-01  -1.32597875e-01
   -8.03832951e-02   1.10750912e-01]]
[[ 0.5964048 ]
 [ 1.83248513]
 [ 0.20784001]
 [ 0.89648233]
 [-2.86605835]
 [-0.33155463]
 [-1.87875461]
 [ 0.04877174]
 [ 0.65326139]
 [ 0.83886197]]
Progress: 66.1% ... Training loss: 0.253 ... Validation loss: 0.442[[  2.04480403e-01   4.17099945e-01  -8.81561732e-02   1.49899469e-01
   -3.01891675e-01  -8.53330976e-02  -1.26557362e-01   1.20722902e-01
   -8.97075835e-03   2.81136157e-01]
 [  1.05615929e-02   1.15561931e-01  -2.00252453e-02   4.72096585e-02
    6.92561674e-02  -6.51005539e-03   3.45495022e-01   4.04562700e-02
    1.44526472e-01  -2.66182564e-02]
 [  2.30526840e-01   7.00468842e-01   1.43163699e-02  -4.21054125e-02
    9.04736731e-01  -3.17633395e-02  -1.08846569e+00  -4.19153742e-02
    8.52395270e-02   3.31242622e-01]
 [  4.55352750e-02  -5.03257756e-01  -1.90783070e-01   2.43817898e-01
   -1.16096876e-01   1.33656903e-01   3.03038914e-01   6.37465914e-02
    1.30133347e-01   3.23851720e-01]
 [ -4.35386440e-02   4.26978278e-02  -1.46469650e-01   4.86558565e-02
   -1.23999632e-01  -1.80574704e-01   1.66412333e-01  -1.14764827e-01
   -1.88880460e-01  -6.34870478e-02]
 [ -4.05247920e-01  -6.82098842e-01  -3.06959053e-01   1.30734798e-01
   -3.53359985e-01   4.42733227e-02   4.04810628e-01  -4.25037961e-02
   -4.96227817e-02  -5.96954573e-02]
 [ -7.85667518e-03  -3.41512692e-01   8.00964799e-03   8.08805331e-02
   -1.38830885e-01  -7.11909465e-02   1.84125053e-01  -1.93848765e-01
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 [  1.00703673e-01  -3.99876277e-01   2.53434625e-02  -9.08717274e-02
   -1.49889404e-01  -4.35827225e-02   1.02881948e-01   1.13287752e-01
    7.08873405e-02  -2.55927533e-02]
 [ -1.75264225e-01  -2.15323609e-01  -3.00472662e-01  -1.71328255e-02
   -1.85258804e-01   6.53482319e-02  -5.02284426e-02  -3.04114483e-02
    2.78273342e-01  -1.28468946e-01]
 [  2.03255074e-02  -5.00979610e-01   6.36810054e-02  -8.12362603e-02
   -4.69473429e-01  -9.99817672e-02   2.01909098e-01  -1.18947021e-01
   -2.22300929e-02   3.94045879e-02]
 [ -7.20062931e-02  -2.10076636e-01   9.72545748e-03  -1.12431373e-01
   -2.70693532e-01   1.12234732e-03   2.55198921e-01  -1.02135578e-01
    1.27476925e-02  -8.98748823e-02]
 [ -1.38563905e-01  -3.27529081e-01  -7.32397659e-02   1.92677083e-02
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   -1.74265582e-01  -2.13875772e-01]
 [ -1.60577134e-01   3.89326194e-04   6.03786081e-02   1.67771238e-02
   -1.66002956e-01  -2.17927417e-01  -1.71894595e-01  -1.97501951e-01
    8.21596447e-02   1.68166675e-01]
 [ -2.93684009e-01  -3.49800441e-01   9.11445927e-02   2.01093568e-01
   -1.84862867e-01  -5.93496131e-02   1.19479859e-01  -2.62838357e-01
   -2.91368500e-01  -1.12944619e-01]
 [  8.17553714e-02  -2.44050002e-01  -2.98313239e-02   8.80918396e-02
   -6.55279246e-02  -8.14749757e-02   2.99647466e-01   3.50357343e-05
    4.99361031e-03  -2.65590398e-02]
 [  3.00941445e-02  -1.47552443e-01  -2.13294726e-01   1.36497324e-01
   -8.60665401e-02   8.28596032e-02  -8.97113013e-03  -2.09384971e-02
   -9.43341582e-02  -9.39569173e-03]
 [ -1.17044259e-01  -1.02194153e-01  -2.00056293e-01   1.62815505e-01
   -3.00364477e-02   1.31716638e-01  -8.65127342e-03  -2.50927176e-01
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 [ -5.33318268e-02  -8.31694534e-02   2.80807500e-01   1.21130744e-01
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    9.43170722e-02   6.95892268e-02]
 [  7.12186337e-02  -1.14589511e-02   8.94288162e-02   9.23172252e-02
   -5.96969171e-02  -1.92389805e-02   1.49803235e-01   1.19663341e-01
   -1.79859342e-02  -4.64285748e-02]
 [  1.18111293e-02  -1.61039480e-01  -2.94206470e-01  -5.47564417e-02
   -8.12007252e-03  -9.27804027e-02   5.54591870e-02   1.61678373e-01
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 [  5.84708603e-02  -6.94953674e-02  -1.11421580e-01   6.50682131e-02
   -2.38573485e-01   3.14678733e-01   2.91322055e-01   2.04701153e-01
   -1.44412699e-01  -4.18352539e-02]
 [  1.60021037e-02  -6.24938797e-03   1.27357634e-01   1.30714002e-01
   -4.44696705e-03   1.00127742e-01  -7.48907744e-02  -4.09803892e-02
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 [  1.11567488e-01   7.87852941e-02  -4.34095344e-02  -9.82965530e-02
   -1.45583271e-01  -3.30619032e-01   1.32950074e-01   8.02729235e-03
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 [ -1.14340942e-01  -1.17803749e-01  -1.92495686e-02   9.02290725e-03
   -9.44126661e-02  -2.01546447e-01  -4.45987720e-03  -2.14748525e-02
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 [ -1.70237159e-01  -1.50972857e-01  -2.07242087e-01  -3.55122539e-02
   -3.46565670e-01   5.19246326e-03   8.99456586e-02  -2.68950991e-02
   -2.19332424e-02   2.35683534e-02]
 [ -2.65881677e-02  -1.80896755e-01  -7.37338597e-02  -1.19096038e-01
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   -1.76563793e-01  -3.76426128e-01]
 [ -1.54795549e-02  -4.99391203e-01  -3.12575317e-02  -7.14876118e-02
    6.48074421e-01   9.91270457e-02   6.06690910e-01   9.13450754e-02
    3.09294957e-02  -3.89006070e-01]
 [  1.63086938e-02  -5.52450844e-01  -4.28836317e-02  -9.96002283e-02
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   -3.59917090e-01  -2.14044683e-01]
 [ -1.76305497e-01  -6.82955340e-01  -1.16711395e-02  -2.06303529e-01
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   -7.04640386e-02   8.82704752e-02]
 [ -3.03997775e-01  -5.16777915e-01   5.42183569e-02  -4.86566115e-02
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   -8.95986850e-02  -1.34561156e-01]
 [ -2.13868068e-01  -3.80445020e-01   2.49490374e-01  -2.47594583e-01
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   -2.62002089e-01  -2.94538373e-02]
 [ -1.46057728e-01  -2.71930643e-01  -1.86581927e-01  -1.20027772e-01
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   -2.41658498e-02  -1.34225494e-01]
 [  8.49932513e-02   2.54044695e-01   1.54094186e-01  -1.26619057e-01
   -1.01593665e-01   6.22972464e-02  -1.42001076e-01   2.78969923e-01
    4.48468591e-02   1.52336572e-01]
 [  3.57701728e-01   3.60881764e-01  -7.89680421e-02   3.00091946e-01
   -8.62445609e-01  -2.84482679e-01  -4.95809943e-01   1.76784105e-01
    3.96138242e-01  -1.11600217e-02]
 [  5.91647398e-02   1.14863715e-01   2.58720953e-01   2.59446979e-01
   -3.97217858e-02  -2.03084863e-01  -1.88658624e-01  -1.32168732e-01
   -1.25688229e-01  -2.76092978e-01]
 [  1.60143822e-02  -1.18539366e-01  -1.23686987e-01  -6.91205101e-02
    2.37624044e-01   4.21160440e-02   8.37741630e-04  -1.86553744e-01
    2.16686920e-02   1.93515188e-01]
 [  8.59632386e-03  -4.42059813e-02  -6.63841616e-02  -4.64669109e-02
   -1.73412401e-02  -1.83450355e-01   4.85967421e-02   1.00251604e-02
    3.96681004e-02   7.50883639e-03]
 [  3.41141133e-02   1.18134342e-01   2.44970802e-01   7.73804143e-02
   -2.06124200e-01  -1.40518550e-01   5.81606984e-02   3.93511119e-02
   -1.84332104e-01   1.11653633e-01]
 [  8.23684578e-02   8.22452879e-02   1.09305439e-01   1.28981512e-02
   -2.34229551e-01   6.23780667e-02  -5.12160163e-03  -2.71204573e-01
   -1.09530404e-02  -8.01771411e-02]
 [ -2.43756861e-03   1.43820726e-01   8.64479296e-02  -2.90896020e-02
   -7.19470026e-02   1.75066764e-01   3.93941560e-02   1.18219058e-01
   -1.68866311e-02   1.77831877e-01]
 [  2.25186875e-01   1.05793461e-01   2.83429141e-02   7.56319951e-02
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   -5.70463494e-02  -2.35149358e-02]
 [  5.25633966e-02   7.21709037e-02   1.98780170e-02   5.14941011e-02
   -4.84143044e-01  -1.27216325e-01  -2.61241529e-01   4.13960211e-02
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 [  6.66000018e-02   4.85431847e-01   1.30641033e-01   4.56806615e-01
   -1.45599106e+00  -3.00070732e-01  -5.27000217e-01  -7.01748124e-02
    3.11650629e-01   3.53961274e-01]
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    2.17500748e-01   4.70720287e-01]
 [  2.29952310e-01   3.17269890e-01   2.41179138e-01   1.32202319e-01
   -5.88120684e-01   8.75226518e-02  -2.03133337e-01   1.60458125e-01
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 [ -8.14447673e-02   2.43271813e-01   2.37960007e-01   5.48547524e-03
   -9.90280654e-02   1.34754643e-01  -1.07961533e-01  -1.61917111e-02
   -4.09438230e-02   3.99127443e-02]
 [ -1.06103072e-01   1.43113212e-02   2.14023711e-02   8.27116257e-02
   -8.01328025e-02   1.18906133e-01   2.22870728e-01   1.88622952e-02
   -2.81683697e-01  -1.00298328e-01]
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   -2.11711226e-01   2.85384959e-02]
 [  7.11972200e-03  -4.50917344e-01  -1.29233275e-01  -1.66320917e-01
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   -1.68686978e-01  -2.25929299e-01]
 [  4.30707930e-02  -3.52707468e-01  -1.84932863e-01  -1.18931804e-01
   -3.27856299e-01  -1.07928156e-02   2.50258462e-01  -1.65739587e-01
    4.99171389e-02  -2.61347652e-01]
 [ -8.53287550e-02   4.84976379e-03   2.77556595e-01   5.07420177e-02
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   -7.10865078e-02  -1.04551416e-02]
 [ -3.14828338e-01  -8.26669509e-03   2.67192267e-02   1.93796972e-02
    1.40983296e-01  -1.93010811e-01  -3.22926714e-03   2.36243849e-01
   -4.72530719e-02   1.12767524e-01]
 [  1.64386377e-01  -3.17886280e-02  -2.23516813e-01  -3.61271190e-02
    9.08627106e-02  -3.12625633e-01   6.65899400e-02  -1.63993006e-01
    2.77050395e-02  -1.51123739e-01]
 [  2.42687224e-01  -2.18946878e-01   7.66471755e-02   2.39779638e-02
    7.20012438e-02  -5.56700834e-02   2.07923283e-02  -1.33525977e-01
    1.46677198e-01  -1.29391448e-01]
 [ -9.36570381e-02  -9.25348465e-02   1.25196242e-01   1.20816838e-01
    2.19639940e-02  -1.19992504e-01   2.19242837e-01  -7.84934189e-02
    1.85492371e-01   1.22673360e-02]
 [ -9.74108030e-02  -2.81968079e-01   1.58053101e-01  -4.20418763e-01
   -4.43480114e-01   1.65187616e-01   2.03372437e-01  -1.32434004e-01
   -7.82458269e-02   1.13330740e-01]]
[[ 0.61670951]
 [ 1.8483492 ]
 [ 0.22458883]
 [ 0.91368379]
 [-2.85513033]
 [-0.3170612 ]
 [-1.86301645]
 [ 0.0668311 ]
 [ 0.67311736]
 [ 0.86045298]]
Progress: 66.2% ... Training loss: 0.252 ... Validation loss: 0.436[[  2.00851192e-01   4.08806728e-01  -8.94877937e-02   1.44517996e-01
   -2.90093442e-01  -8.35224263e-02  -1.18232538e-01   1.20335441e-01
   -1.29327775e-02   2.76461030e-01]
 [  1.04662979e-02   1.15423023e-01  -2.00570821e-02   4.70768968e-02
    6.96326743e-02  -6.46336516e-03   3.45692718e-01   4.04461917e-02
    1.44429553e-01  -2.67578270e-02]
 [  2.29627026e-01   6.95249673e-01   1.40202810e-02  -4.35582787e-02
    9.13982480e-01  -3.14168726e-02  -1.08640332e+00  -4.20010716e-02
    8.44025600e-02   3.30167902e-01]
 [  4.79976385e-02  -4.96382995e-01  -1.89841673e-01   2.48055529e-01
   -1.22165694e-01   1.32646870e-01   2.97776422e-01   6.40010424e-02
    1.32877268e-01   3.26991880e-01]
 [ -4.65891262e-02   3.38483499e-02  -1.47550945e-01   4.42871509e-02
   -1.19751880e-01  -1.79335594e-01   1.73909861e-01  -1.15041727e-01
   -1.92162972e-01  -6.70841571e-02]
 [ -4.07149403e-01  -6.86276820e-01  -3.07734843e-01   1.27737147e-01
   -3.49323499e-01   4.53065023e-02   4.08820238e-01  -4.27278845e-02
   -5.18179073e-02  -6.23739110e-02]
 [ -1.06249128e-02  -3.48951478e-01   7.02827883e-03   7.67639888e-02
   -1.30206476e-01  -6.98766255e-02   1.90840995e-01  -1.94130933e-01
    1.95481117e-01   4.79678843e-02]
 [  9.99684348e-02  -4.03158793e-01   2.50212948e-02  -9.21278470e-02
   -1.47257122e-01  -4.31661027e-02   1.04359735e-01   1.13196254e-01
    7.00496265e-02  -2.66159017e-02]
 [ -1.75688223e-01  -2.15892602e-01  -3.00643283e-01  -1.78012972e-02
   -1.83802332e-01   6.55578353e-02  -4.93967554e-02  -3.04618179e-02
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 [ -9.42101624e-02  -9.40429822e-02   1.24980242e-01   1.19963107e-01
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 [ -9.97754299e-02  -2.87861465e-01   1.57164467e-01  -4.24073880e-01
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   -8.07861442e-02   1.10313176e-01]]
[[ 0.59737876]
 [ 1.83165975]
 [ 0.20436596]
 [ 0.89262116]
 [-2.86699961]
 [-0.33273055]
 [-1.88522014]
 [ 0.04854498]
 [ 0.65305853]
 [ 0.83924597]]
Progress: 66.2% ... Training loss: 0.252 ... Validation loss: 0.443[[  2.03942358e-01   4.16012108e-01  -8.84436997e-02   1.48920314e-01
   -2.96017724e-01  -8.52049895e-02  -1.24958624e-01   1.20581656e-01
   -9.45410390e-03   2.80534016e-01]
 [  1.05393829e-02   1.15635151e-01  -2.00325669e-02   4.71865468e-02
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 [  2.28120282e-01   6.90675456e-01   1.34437499e-02  -4.61781063e-02
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    8.24908022e-02   3.27478655e-01]
 [  4.82845496e-02  -4.95634675e-01  -1.89725250e-01   2.48704739e-01
   -1.25832388e-01   1.32457315e-01   2.95665497e-01   6.40351710e-02
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 [ -4.74899804e-02   3.03607305e-02  -1.47866612e-01   4.27748761e-02
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   -4.94166738e-02  -5.93718147e-02]
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   -1.75671268e-01  -2.15463345e-01]
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   -9.36835688e-02  -8.76821043e-03]
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 [  7.11726861e-02  -1.20125379e-02   8.94036214e-02   9.23389616e-02
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   -1.80116869e-02  -4.63730277e-02]
 [  9.54267822e-03  -1.68082588e-01  -2.95114109e-01  -5.84800029e-02
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 [  5.80612534e-02  -7.18506789e-02  -1.11584019e-01   6.43282829e-02
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   -1.76686869e-01  -3.76670513e-01]
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 [  1.57792049e-02  -5.54304108e-01  -4.30836274e-02  -1.00429101e-01
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   -1.05525118e-02  -7.96455721e-02]
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   -1.78926145e-02   1.76703264e-01]
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   -5.59232188e-02  -2.20817148e-02]
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 [ -3.15480387e-01  -1.09073600e-02   2.64610512e-02   1.83508562e-02
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 [  1.64685095e-01  -3.13925183e-02  -2.23498413e-01  -3.58907616e-02
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 [  2.42070381e-01  -2.20844068e-01   7.64211665e-02   2.29959133e-02
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 [ -9.36140017e-02  -9.28028024e-02   1.25192484e-01   1.20869889e-01
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    1.85545223e-01   1.23659866e-02]
 [ -9.82442313e-02  -2.83479692e-01   1.57721903e-01  -4.21760172e-01
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   -7.91300143e-02   1.12416978e-01]]
[[ 0.60935154]
 [ 1.84007456]
 [ 0.2174701 ]
 [ 0.90883629]
 [-2.86291201]
 [-0.31954667]
 [-1.8669199 ]
 [ 0.06055285]
 [ 0.66818742]
 [ 0.85493031]]
Progress: 66.2% ... Training loss: 0.248 ... Validation loss: 0.439[[  2.06291480e-01   4.22349311e-01  -8.75638258e-02   1.52469697e-01
   -3.04755602e-01  -8.64283311e-02  -1.30312509e-01   1.20825783e-01
   -6.90115273e-03   2.83952627e-01]
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    1.44813417e-01  -2.62594267e-02]
 [  2.28648302e-01   6.92124202e-01   1.36987627e-02  -4.52595846e-02
    9.11119325e-01  -3.08094323e-02  -1.08627348e+00  -4.20777611e-02
    8.30583276e-02   3.28227934e-01]
 [  4.87056035e-02  -4.94711009e-01  -1.89590171e-01   2.49260029e-01
   -1.29473998e-01   1.32235063e-01   2.94928898e-01   6.40784476e-02
    1.33489667e-01   3.28315671e-01]
 [ -4.80879082e-02   2.87377813e-02  -1.48076701e-01   4.19130035e-02
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   -1.93762819e-01  -6.92979496e-02]
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   -4.83010098e-02  -5.79549657e-02]
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   -1.76066681e-01  -2.15968797e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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   -9.39661102e-02  -9.10612995e-03]
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   -1.75914845e-02  -4.58586237e-02]
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   -1.76753124e-01  -3.76746394e-01]
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 [  5.89420133e-02   1.13368424e-01   2.58614259e-01   2.58961359e-01
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   -2.81465940e-01  -1.00020021e-01]
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   -2.11949596e-01   2.82868288e-02]
 [  7.16598698e-03  -4.50704194e-01  -1.29211181e-01  -1.66242257e-01
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   -1.68637118e-01  -2.25836799e-01]
 [  4.35457530e-02  -3.52461202e-01  -1.84821585e-01  -1.18549152e-01
   -3.30946910e-01  -1.08425273e-02   2.49009843e-01  -1.65721764e-01
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 [ -8.62445619e-02   1.43189492e-03   2.77279848e-01   4.95254146e-02
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   -7.20389649e-02  -1.14416217e-02]
 [ -3.15709420e-01  -1.18899134e-02   2.63832718e-02   1.79478937e-02
    1.45977425e-01  -1.92578646e-01   5.19780837e-04   2.36122411e-01
   -4.82822373e-02   1.11441245e-01]
 [  1.65244753e-01  -3.04420901e-02  -2.23292082e-01  -3.49921317e-02
    9.13525210e-02  -3.13053444e-01   6.46535214e-02  -1.63936025e-01
    2.85574068e-02  -1.50051040e-01]
 [  2.42173439e-01  -2.19995439e-01   7.64645398e-02   2.32680468e-02
    7.37565167e-02  -5.54749620e-02   2.17591690e-02  -1.33568896e-01
    1.46078760e-01  -1.30091375e-01]
 [ -9.31239780e-02  -9.10768905e-02   1.25391761e-01   1.21596399e-01
    2.01907026e-02  -1.20292124e-01   2.17677276e-01  -7.84497133e-02
    1.86053182e-01   1.29991832e-02]
 [ -9.82053296e-02  -2.83340094e-01   1.57709539e-01  -4.21791957e-01
   -4.46922952e-01   1.65501158e-01   2.03943314e-01  -1.32571867e-01
   -7.90586967e-02   1.12482772e-01]]
[[ 0.61295082]
 [ 1.84231239]
 [ 0.21871934]
 [ 0.91208048]
 [-2.86185865]
 [-0.31863877]
 [-1.86486594]
 [ 0.06319981]
 [ 0.6715354 ]
 [ 0.85886684]]
Progress: 66.3% ... Training loss: 0.249 ... Validation loss: 0.440[[  2.03375761e-01   4.15019409e-01  -8.86706641e-02   1.47802085e-01
   -2.94673047e-01  -8.48295330e-02  -1.22956366e-01   1.20493498e-01
   -1.03404131e-02   2.79988094e-01]
 [  1.10395197e-02   1.17054078e-01  -1.98610483e-02   4.79154802e-02
    6.68401743e-02  -6.75690860e-03   3.44033575e-01   4.05016811e-02
    1.45016095e-01  -2.59860077e-02]
 [  2.26721034e-01   6.84884350e-01   1.28573460e-02  -4.86848662e-02
    9.22015239e-01  -2.96871328e-02  -1.08210585e+00  -4.23247674e-02
    8.04608803e-02   3.25135545e-01]
 [  4.81771326e-02  -4.95412895e-01  -1.89675607e-01   2.49185298e-01
   -1.30131901e-01   1.32473608e-01   2.97360839e-01   6.40506212e-02
    1.33508417e-01   3.27913232e-01]
 [ -4.77123428e-02   2.98663020e-02  -1.47967894e-01   4.26259125e-02
   -1.11287907e-01  -1.78877828e-01   1.78637867e-01  -1.15140388e-01
   -1.93429672e-01  -6.88965788e-02]
 [ -4.04720717e-01  -6.81069814e-01  -3.06978442e-01   1.31050966e-01
   -3.54447212e-01   4.40407539e-02   4.03844597e-01  -4.25393033e-02
   -4.94094496e-02  -5.91671694e-02]
 [ -1.21924157e-02  -3.52194160e-01   6.50337581e-03   7.42593238e-02
   -1.25807478e-01  -6.91094762e-02   1.94483929e-01  -1.94323685e-01
    1.93771945e-01   4.57575565e-02]
 [  9.78741287e-02  -4.10970917e-01   2.41935551e-02  -9.56861213e-02
   -1.41581518e-01  -4.19004138e-02   1.09337220e-01   1.12959454e-01
    6.72479676e-02  -2.98781131e-02]
 [ -1.74949354e-01  -2.13660545e-01  -3.00363996e-01  -1.66821827e-02
   -1.87762576e-01   6.51639271e-02  -5.09392757e-02  -3.04189841e-02
    2.78755661e-01  -1.28095328e-01]
 [  1.62684997e-02  -5.13036800e-01   6.18759455e-02  -8.91347922e-02
   -4.52996992e-01  -9.77340400e-02   2.09576069e-01  -1.19536551e-01
   -2.74931182e-02   3.28996832e-02]
 [ -7.20338646e-02  -2.10454781e-01   9.75270754e-03  -1.12314056e-01
   -2.72909682e-01   1.00566280e-03   2.56267775e-01  -1.02156765e-01
    1.27628653e-02  -8.96684807e-02]
 [ -1.40644836e-01  -3.33914708e-01  -7.39608974e-02   1.65661438e-02
    1.75987129e-01   1.05861625e-01   2.71419868e-01  -1.81595157e-02
   -1.76439094e-01  -2.16411233e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94632994e-01  -3.51426552e-01   9.07418296e-02   1.99629146e-01
   -1.83267617e-01  -5.87656527e-02   1.21767557e-01  -2.62965631e-01
   -2.92636772e-01  -1.14484887e-01]
 [  8.15474095e-02  -2.44956117e-01  -2.99092587e-02   8.77327178e-02
   -6.48008236e-02  -8.14816347e-02   3.00442385e-01  -2.33202860e-06
    4.84563099e-03  -2.65756392e-02]
 [  3.05191859e-02  -1.47178085e-01  -2.13196431e-01   1.36869489e-01
   -8.73671471e-02   8.26200045e-02  -8.90020592e-03  -2.09096779e-02
   -9.38988384e-02  -8.96112131e-03]
 [ -1.17530536e-01  -1.02319077e-01  -2.00240721e-01   1.62157885e-01
   -2.96575028e-02   1.31962005e-01  -8.91159813e-03  -2.51007439e-01
    7.68648426e-02  -1.86126942e-01]
 [ -5.55510997e-02  -8.92268023e-02   2.80014753e-01   1.17790931e-01
    4.26024178e-02  -6.84053461e-02  -9.87343992e-02   1.20981647e-01
    9.18674406e-02   6.68143735e-02]
 [  7.01413656e-02  -1.51943030e-02   8.89919809e-02   9.02336765e-02
   -5.52501558e-02  -1.86424804e-02   1.52838128e-01   1.19516584e-01
   -1.94064450e-02  -4.80715996e-02]
 [  1.00228810e-02  -1.66369699e-01  -2.94934297e-01  -5.75065366e-02
   -2.72756283e-03  -9.18363031e-02   5.78264755e-02   1.61480299e-01
    1.03847901e-01  -3.90457154e-02]
 [  5.66581802e-02  -7.64449333e-02  -1.12122486e-01   6.20548430e-02
   -2.30756648e-01   3.15799065e-01   2.97419192e-01   2.04491034e-01
   -1.46692462e-01  -4.48028389e-02]
 [  1.80909639e-02  -7.76555562e-04   1.28150576e-01   1.33947826e-01
   -1.47382008e-02   9.89148081e-02  -8.01521119e-02  -4.07604063e-02
    2.41084774e-01   1.22027803e-01]
 [  1.12177479e-01   8.01563301e-02  -4.32096248e-02  -9.74628515e-02
   -1.47386570e-01  -3.30920479e-01   1.31766104e-01   8.08193107e-03
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 [ -1.14927993e-01  -1.18893179e-01  -1.94517535e-02   8.16164526e-03
   -9.26279963e-02  -2.01243202e-01  -3.09608100e-03  -2.15424769e-02
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 [ -1.70556518e-01  -1.51456030e-01  -2.07374510e-01  -3.60914851e-02
   -3.46441246e-01   5.40585503e-03   9.05478560e-02  -2.69406159e-02
   -2.23327574e-02   2.30151425e-02]
 [ -2.73031116e-02  -1.83112415e-01  -7.39771994e-02  -1.20088221e-01
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   -1.77318745e-01  -3.77465774e-01]
 [ -1.51240675e-02  -4.99292310e-01  -3.11509448e-02  -7.09919811e-02
    6.46454062e-01   9.89528132e-02   6.05561231e-01   9.13857182e-02
    3.12881127e-02  -3.88393959e-01]
 [  1.56143268e-02  -5.54861161e-01  -4.31409745e-02  -1.00653455e-01
    6.58309883e-01   2.00617243e-02   5.71365035e-01   4.87663731e-02
   -3.60700881e-01  -2.14955197e-01]
 [ -1.76760436e-01  -6.83817887e-01  -1.18401662e-02  -2.07012761e-01
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   -7.09375062e-02   8.77090241e-02]
 [ -3.03272267e-01  -5.15544120e-01   5.44739015e-02  -4.75693014e-02
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   -8.88300555e-02  -1.33534677e-01]
 [ -2.14122841e-01  -3.80563715e-01   2.49376174e-01  -2.48033828e-01
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   -2.62335542e-01  -2.98454918e-02]
 [ -1.46065982e-01  -2.71625623e-01  -1.86592391e-01  -1.20040927e-01
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   -2.41745649e-02  -1.34231071e-01]
 [  8.49585579e-02   2.54321199e-01   1.54092120e-01  -1.26589772e-01
   -1.01083379e-01   6.22729150e-02  -1.41613675e-01   2.78951608e-01
    4.48425886e-02   1.52335022e-01]
 [  3.56281143e-01   3.56982875e-01  -7.94898837e-02   2.97685277e-01
   -8.59206269e-01  -2.83659771e-01  -4.91724450e-01   1.76627098e-01
    3.94598306e-01  -1.31219064e-02]
 [  5.87477007e-02   1.12825350e-01   2.58546093e-01   2.58648858e-01
   -3.69509090e-02  -2.02856672e-01  -1.87145348e-01  -1.32227536e-01
   -1.26214815e-01  -2.76733396e-01]
 [  1.72543948e-02  -1.15979928e-01  -1.23291941e-01  -6.74533677e-02
    2.33206214e-01   4.14765025e-02  -2.80226019e-03  -1.86456386e-01
    2.29946999e-02   1.94991849e-01]
 [  7.85003465e-03  -4.65442928e-02  -6.66930245e-02  -4.77003540e-02
   -1.35754845e-02  -1.83053528e-01   5.04533459e-02   9.94254545e-03
    3.88071999e-02   6.32481623e-03]
 [  3.39108268e-02   1.17068931e-01   2.44889008e-01   7.70315783e-02
   -2.03894385e-01  -1.40430066e-01   5.88865339e-02   3.93185653e-02
   -1.84603409e-01   1.11390441e-01]
 [  8.29320291e-02   8.34989957e-02   1.09486734e-01   1.36140008e-02
   -2.36334724e-01   6.20833260e-02  -6.97452770e-03  -2.71166706e-01
   -1.03556980e-02  -7.93772899e-02]
 [ -3.24332518e-03   1.42072222e-01   8.61408736e-02  -3.03594290e-02
   -6.78428384e-02   1.75475410e-01   4.11204357e-02   1.18136504e-01
   -1.78706094e-02   1.76690694e-01]
 [  2.25446112e-01   1.06414357e-01   2.83731478e-02   7.56807701e-02
    3.66238283e-03  -2.66095869e-02  -2.34916312e-01   1.47818505e-01
   -5.69100979e-02  -2.33957141e-02]
 [  5.28876897e-02   7.31627931e-02   1.99654730e-02   5.18325397e-02
   -4.84594348e-01  -1.27354285e-01  -2.62358585e-01   4.14152334e-02
    1.24864034e-01   2.01873423e-01]
 [  6.52421250e-02   4.82523916e-01   1.30155051e-01   4.54823034e-01
   -1.45470023e+00  -2.99315855e-01  -5.23749520e-01  -7.03389361e-02
    3.10141676e-01   3.52544184e-01]
 [  1.72195414e-01   4.83509580e-01   6.75820045e-02   4.32844291e-01
   -1.22863001e+00  -7.79223519e-02  -3.99055723e-01   1.50601976e-01
    2.17251785e-01   4.70209966e-01]
 [  2.28904006e-01   3.14617941e-01   2.40814843e-01   1.30757221e-01
   -5.86162438e-01   8.80518172e-02  -2.00153940e-01   1.60357604e-01
    2.27910560e-01   6.16819648e-02]
 [ -8.27746816e-02   2.39419869e-01   2.37477683e-01   3.45916682e-03
   -9.38540225e-02   1.35472249e-01  -1.04280318e-01  -1.63222409e-02
   -4.24016182e-02   3.80762070e-02]
 [ -1.05965420e-01   1.48182613e-02   2.14485255e-02   8.29092042e-02
   -8.10323019e-02   1.18835749e-01   2.22337100e-01   1.88760108e-02
   -2.81537880e-01  -1.00106212e-01]
 [ -2.27019242e-01  -6.24070072e-02  -9.60773444e-02  -3.50971566e-01
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   -2.12022649e-01   2.81897635e-02]
 [  7.16729204e-03  -4.50952007e-01  -1.29215934e-01  -1.66262470e-01
    3.69365700e-01   2.58700447e-02   2.08722011e-01   1.51779509e-01
   -1.68677092e-01  -2.25928726e-01]
 [  4.26661771e-02  -3.54420102e-01  -1.85140252e-01  -1.19828339e-01
   -3.30459938e-01  -1.03825350e-02   2.51447409e-01  -1.65818191e-01
    4.94604779e-02  -2.62358084e-01]
 [ -8.64944042e-02   1.20961884e-03   2.77180617e-01   4.90982744e-02
    1.35200632e-01   6.06492658e-02   4.82258328e-02  -2.93497205e-01
   -7.23888655e-02  -1.18634510e-02]
 [ -3.17104528e-01  -1.58765707e-02   2.58799707e-02   1.58485733e-02
    1.52061186e-01  -1.91847861e-01   4.19025933e-03   2.35974817e-01
   -4.98070963e-02   1.09707339e-01]
 [  1.64122621e-01  -3.26267469e-02  -2.23718031e-01  -3.67224454e-02
    9.54398363e-02  -3.12472345e-01   6.67694759e-02  -1.64058971e-01
    2.71988916e-02  -1.51707532e-01]
 [  2.41886584e-01  -2.21242932e-01   7.63258471e-02   2.26005887e-02
    7.61578307e-02  -5.52328834e-02   2.21185928e-02  -1.33615091e-01
    1.45575538e-01  -1.30666905e-01]
 [ -9.31169281e-02  -9.11409325e-02   1.25390285e-01   1.21566334e-01
    2.00185801e-02  -1.20290026e-01   2.17441133e-01  -7.84503493e-02
    1.86048293e-01   1.30206186e-02]
 [ -9.93632727e-02  -2.86349181e-01   1.57237324e-01  -4.23792948e-01
   -4.45482250e-01   1.66163980e-01   2.07367180e-01  -1.32709366e-01
   -8.05058185e-02   1.10848326e-01]]
[[ 0.59274862]
 [ 1.82619116]
 [ 0.19947474]
 [ 0.89151265]
 [-2.87434828]
 [-0.33516566]
 [-1.88307818]
 [ 0.04481693]
 [ 0.65159031]
 [ 0.8369103 ]]
Progress: 66.3% ... Training loss: 0.255 ... Validation loss: 0.445[[  2.09123439e-01   4.30598207e-01  -8.66493241e-02   1.56722469e-01
   -3.16886965e-01  -8.81600707e-02  -1.38026327e-01   1.20947259e-01
   -3.87875886e-03   2.87870244e-01]
 [  1.12493109e-02   1.17636002e-01  -1.97720705e-02   4.83009827e-02
    6.63530474e-02  -6.90305180e-03   3.43807959e-01   4.05181978e-02
    1.45259490e-01  -2.56841384e-02]
 [  2.27586932e-01   6.88486149e-01   1.31170508e-02  -4.74221163e-02
    9.10197254e-01  -3.02556747e-02  -1.08808883e+00  -4.22560469e-02
    8.15745701e-02   3.26068834e-01]
 [  4.85136702e-02  -4.93120418e-01  -1.89581923e-01   2.49602135e-01
   -1.34655414e-01   1.32241568e-01   2.95265364e-01   6.40833047e-02
    1.33949718e-01   3.28967626e-01]
 [ -4.31198293e-02   4.47032216e-02  -1.46219285e-01   5.05015507e-02
   -1.30004981e-01  -1.81515844e-01   1.66891357e-01  -1.14760548e-01
   -1.88048992e-01  -6.21816744e-02]
 [ -4.03538989e-01  -6.78083426e-01  -3.06542789e-01   1.32963250e-01
   -3.56865731e-01   4.33230914e-02   4.01125748e-01  -4.24494433e-02
   -4.82629965e-02  -5.76600594e-02]
 [ -1.12476384e-02  -3.50336208e-01   6.81844397e-03   7.56171362e-02
   -1.29798459e-01  -6.95491540e-02   1.91603067e-01  -1.94256099e-01
    1.94819964e-01   4.69298762e-02]
 [  9.99997282e-02  -4.04693203e-01   2.49539630e-02  -9.21603575e-02
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 [  4.47280246e-02  -3.49081880e-01  -1.84406667e-01  -1.16507629e-01
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 [ -9.30160621e-02  -9.08916458e-02   1.25431779e-01   1.21725421e-01
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    1.86142343e-01   1.30899060e-02]
 [ -9.83320478e-02  -2.83329017e-01   1.57581412e-01  -4.22357716e-01
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   -7.94362013e-02   1.12179936e-01]]
[[ 0.61597753]
 [ 1.8439656 ]
 [ 0.21754965]
 [ 0.91507709]
 [-2.86657367]
 [-0.31604458]
 [-1.85922317]
 [ 0.06562006]
 [ 0.67373343]
 [ 0.86034767]]
Progress: 66.4% ... Training loss: 0.251 ... Validation loss: 0.441[[  2.08519168e-01   4.27074959e-01  -8.68878238e-02   1.55496714e-01
   -3.12146547e-01  -8.78393976e-02  -1.34544911e-01   1.20879060e-01
   -4.42379094e-03   2.87113044e-01]
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 [  2.26527078e-01   6.84295625e-01   1.26467319e-02  -4.90414365e-02
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    8.02758801e-02   3.24410607e-01]
 [  4.89035086e-02  -4.89401631e-01  -1.89427675e-01   2.49922858e-01
   -1.37062817e-01   1.32047044e-01   2.93080143e-01   6.41031209e-02
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 [ -4.29367403e-02   4.30232529e-02  -1.46184392e-01   5.06899386e-02
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   -4.76567583e-02  -5.69056030e-02]
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   -1.75479668e-01  -2.15269295e-01]
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   -9.41568317e-02  -9.23046523e-03]
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   -1.83075818e-02  -4.68469853e-02]
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   -5.18407080e-03  -9.18884097e-02   5.67871603e-02   1.61465058e-01
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   -1.77572120e-01  -3.77736851e-01]
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   -9.01270209e-03  -7.76625028e-02]
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   -5.75724046e-02  -2.42877982e-02]
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 [  4.44394605e-02  -3.49881181e-01  -1.84514518e-01  -1.16977889e-01
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 [ -8.57075869e-02   1.90253009e-03   2.77480520e-01   5.03690356e-02
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   -7.13963882e-02  -1.07310795e-02]
 [ -3.16579374e-01  -1.51014229e-02   2.60785625e-02   1.66233900e-02
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 [  1.64813987e-01  -3.08300997e-02  -2.23445849e-01  -3.55511836e-02
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 [  2.41551645e-01  -2.21795770e-01   7.61717961e-02   2.20274146e-02
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 [ -9.32666673e-02  -9.12649858e-02   1.25335918e-01   1.21312539e-01
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    1.85853266e-01   1.27023314e-02]
 [ -9.91655218e-02  -2.85320629e-01   1.57256937e-01  -4.23816801e-01
   -4.48423201e-01   1.66069685e-01   2.06062991e-01  -1.32740439e-01
   -8.04390129e-02   1.10993517e-01]]
[[ 0.60603307]
 [ 1.83686426]
 [ 0.20956434]
 [ 0.90679643]
 [-2.872687  ]
 [-0.32323241]
 [-1.86661039]
 [ 0.05800074]
 [ 0.66285803]
 [ 0.85146579]]
Progress: 66.5% ... Training loss: 0.247 ... Validation loss: 0.438[[  2.07735355e-01   4.26283088e-01  -8.71722013e-02   1.54065401e-01
   -3.06968723e-01  -8.73280703e-02  -1.33527559e-01   1.20777409e-01
   -5.40794127e-03   2.85870570e-01]
 [  1.08796606e-02   1.16681194e-01  -1.98961310e-02   4.77885152e-02
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    1.44847805e-01  -2.62007942e-02]
 [  2.28095183e-01   6.87832672e-01   1.31697422e-02  -4.71222708e-02
    9.07849863e-01  -3.03769555e-02  -1.09038512e+00  -4.22721157e-02
    8.18153515e-02   3.26431060e-01]
 [  4.80709403e-02  -4.91028133e-01  -1.89720352e-01   2.49193450e-01
   -1.33369894e-01   1.32425687e-01   2.95837459e-01   6.40465220e-02
    1.33208769e-01   3.28225273e-01]
 [ -4.34201357e-02   4.20656888e-02  -1.46407733e-01   4.96982953e-02
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   -1.88122156e-01  -6.22843178e-02]
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   -4.79741950e-02  -5.74267201e-02]
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   -1.91580129e-01   6.46411726e-02  -5.44386105e-02  -3.03826561e-02
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   -1.75547379e-01  -2.15279671e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
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 [ -2.93626938e-01  -3.49150385e-01   9.11064100e-02   2.01061012e-01
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 [  8.08715327e-02  -2.46695729e-01  -3.01472181e-02   8.67837836e-02
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   -9.40096780e-02  -9.14839103e-03]
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 [  7.08569964e-02  -1.42127132e-02   8.92192733e-02   9.12715869e-02
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   -1.86625037e-02  -4.72350243e-02]
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   -1.77425803e-01  -3.77526791e-01]
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 [  1.53988693e-02  -5.55639367e-01  -4.32052276e-02  -1.00953517e-01
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   -3.60924490e-01  -2.15283663e-01]
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 [  3.56294260e-01   3.56598432e-01  -7.95225863e-02   2.97435270e-01
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 [  5.82613037e-02   1.11374324e-01   2.58380053e-01   2.57895548e-01
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   -1.85034618e-01   1.10962892e-01]
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   -8.41676024e-03  -7.68327172e-02]
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   -5.82845788e-02  -2.52004559e-02]
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   -9.55533292e-02   1.35316526e-01  -1.05190780e-01  -1.62942019e-02
   -4.21030018e-02   3.84275839e-02]
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   -2.82082059e-01  -1.00791114e-01]
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   -2.12056019e-01   2.81407498e-02]
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   -1.68702538e-01  -2.25946179e-01]
 [  4.54585453e-02  -3.46852193e-01  -1.84164904e-01  -1.15469701e-01
   -3.44018633e-01  -1.19638477e-02   2.43912572e-01  -1.65610981e-01
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 [ -8.62683195e-02   2.27501368e-04   2.77288681e-01   4.95630239e-02
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   -7.19954857e-02  -1.14515964e-02]
 [ -3.17568536e-01  -1.75739495e-02   2.57342291e-02   1.51389476e-02
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   -5.03092205e-02   1.08943987e-01]
 [  1.65584900e-01  -2.87701072e-02  -2.23146335e-01  -3.42762698e-02
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    2.89310165e-02  -1.49561591e-01]
 [  2.40543892e-01  -2.24470034e-01   7.57793505e-02   2.02709362e-02
    8.30737132e-02  -5.44812890e-02   2.39931350e-02  -1.33800115e-01
    1.43770698e-01  -1.32847375e-01]
 [ -9.38351270e-02  -9.28584826e-02   1.25129424e-01   1.20414989e-01
    2.29809137e-02  -1.19893749e-01   2.19059848e-01  -7.85287222e-02
    1.85222364e-01   1.19136172e-02]
 [ -9.83030603e-02  -2.82428268e-01   1.57543906e-01  -4.22839850e-01
   -4.51930845e-01   1.65669255e-01   2.03497723e-01  -1.32670124e-01
   -7.95456225e-02   1.12057596e-01]]
[[ 0.60504543]
 [ 1.83736789]
 [ 0.20677992]
 [ 0.90280339]
 [-2.87589793]
 [-0.32502024]
 [-1.87338369]
 [ 0.0552781 ]
 [ 0.66134576]
 [ 0.84963017]]
Progress: 66.5% ... Training loss: 0.247 ... Validation loss: 0.435[[  2.11505054e-01   4.36253168e-01  -8.57287686e-02   1.60108700e-01
   -3.21093521e-01  -8.95650564e-02  -1.42616927e-01   1.21161385e-01
   -1.28815070e-03   2.91342807e-01]
 [  1.13815688e-02   1.17981158e-01  -1.97253946e-02   4.85216405e-02
    6.51000716e-02  -6.98037531e-03   3.43127364e-01   4.05293723e-02
    1.45364226e-01  -2.55155499e-02]
 [  2.29767049e-01   6.93186149e-01   1.38968940e-02  -4.37381934e-02
    8.94990261e-01  -3.14732682e-02  -1.09585216e+00  -4.20803923e-02
    8.39413561e-02   3.29069052e-01]
 [  4.90273252e-02  -4.91460832e-01  -1.89407482e-01   2.50285379e-01
   -1.32700537e-01   1.32006025e-01   2.95216908e-01   6.41226294e-02
    1.34037988e-01   3.29510842e-01]
 [ -4.63425125e-02   3.57216512e-02  -1.47431502e-01   4.53002613e-02
   -1.22584745e-01  -1.79600357e-01   1.72367915e-01  -1.15066347e-01
   -1.91376673e-01  -6.61757022e-02]
 [ -4.03131840e-01  -6.77776819e-01  -3.06460284e-01   1.32952842e-01
   -3.55290749e-01   4.31471137e-02   4.01018905e-01  -4.24098339e-02
   -4.80563710e-02  -5.73982622e-02]
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   -1.34247644e-01  -7.01539175e-02   1.87832977e-01  -1.94188257e-01
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   -1.58581632e-01  -4.35511485e-02   1.01810447e-01   1.13156829e-01
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 [ -1.74370653e-01  -2.11213065e-01  -3.00130048e-01  -1.58785985e-02
   -1.90108558e-01   6.47446883e-02  -5.31422220e-02  -3.04031849e-02
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 [  2.01491340e-02  -5.04345688e-01   6.32625903e-02  -8.38054177e-02
   -4.66850611e-01  -9.99906395e-02   1.97247891e-01  -1.19250600e-01
   -2.32976496e-02   3.78209493e-02]
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   -2.77010127e-01   3.61095319e-04   2.54545547e-01  -1.02112303e-01
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   -1.74440113e-01  -2.13744055e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.93576878e-01  -3.49219737e-01   9.11289488e-02   2.01168950e-01
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   -2.91580910e-01  -1.13208762e-01]
 [  8.14634647e-02  -2.45939295e-01  -2.99621544e-02   8.74116806e-02
   -6.37347025e-02  -8.14614976e-02   3.01220844e-01  -2.03163206e-05
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 [  3.05281219e-02  -1.46860163e-01  -2.13208922e-01   1.36717253e-01
   -8.60578020e-02   8.25284877e-02  -9.80487356e-03  -2.09005460e-02
   -9.39044615e-02  -9.12246474e-03]
 [ -1.17159727e-01  -1.01372709e-01  -2.00098049e-01   1.62609258e-01
   -2.97029476e-02   1.31784472e-01  -1.02999137e-02  -2.50984679e-01
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 [ -5.47374218e-02  -8.72296359e-02   2.80338424e-01   1.19020197e-01
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 [  7.12230133e-02  -1.31886045e-02   8.93331891e-02   9.17759286e-02
   -6.05740978e-02  -1.90703525e-02   1.49511033e-01   1.19614746e-01
   -1.82721858e-02  -4.67539169e-02]
 [  1.01759742e-02  -1.65874546e-01  -2.94877555e-01  -5.72132013e-02
   -7.18095703e-03  -9.20177446e-02   5.65156644e-02   1.61483943e-01
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 [  5.95966266e-02  -6.90638939e-02  -1.10999446e-01   6.70680667e-02
   -2.45915633e-01   3.13911030e-01   2.89776448e-01   2.04766781e-01
   -1.43052424e-01  -4.04137337e-02]
 [  1.80675739e-02  -1.08946187e-03   1.28070829e-01   1.33552273e-01
   -1.38745247e-02   9.89767611e-02  -8.00724086e-02  -4.08159445e-02
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   -1.47355610e-01  -3.30735329e-01   1.31966960e-01   8.05315881e-03
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   -9.33591854e-02  -2.01421680e-01  -4.00323808e-03  -2.15329442e-02
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   -3.47212556e-01   5.18805319e-03   8.98451374e-02  -2.69277787e-02
   -2.19934362e-02   2.35030152e-02]
 [ -2.71085653e-02  -1.82922637e-01  -7.39122190e-02  -1.19833099e-01
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   -1.77102970e-01  -3.77168202e-01]
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    3.15490747e-02  -3.88109986e-01]
 [  1.54869567e-02  -5.55737429e-01  -4.31783827e-02  -1.00831836e-01
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   -3.60828418e-01  -2.15160814e-01]
 [ -1.77131590e-01  -6.84548396e-01  -1.19800177e-02  -2.07624657e-01
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   -7.13369788e-02   8.72717649e-02]
 [ -3.03886609e-01  -5.17219055e-01   5.42576034e-02  -4.84827523e-02
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   -8.94824528e-02  -1.34358649e-01]
 [ -2.14500901e-01  -3.81473202e-01   2.49246902e-01  -2.48562675e-01
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   -2.62757842e-01  -3.03021468e-02]
 [ -1.46431815e-01  -2.72034550e-01  -1.86714769e-01  -1.20597588e-01
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   -2.46079377e-02  -1.34745882e-01]
 [  8.76430998e-02   2.61706352e-01   1.55089691e-01  -1.22294032e-01
   -1.11338384e-01   6.07147654e-02  -1.48575668e-01   2.79203212e-01
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 [  3.57323848e-01   3.58638954e-01  -7.91527406e-02   2.98828320e-01
   -8.61284232e-01  -2.84387999e-01  -4.94345730e-01   1.76682317e-01
    3.95606840e-01  -1.14094454e-02]
 [  5.81498814e-02   1.11101757e-01   2.58341064e-01   2.57740185e-01
   -3.40415378e-02  -2.02493462e-01  -1.85792473e-01  -1.32281513e-01
   -1.26922465e-01  -2.77622212e-01]
 [  1.63750899e-02  -1.18755520e-01  -1.23584964e-01  -6.87931450e-02
    2.37082017e-01   4.19272558e-02  -2.81451492e-04  -1.86528669e-01
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 [  9.16168693e-03  -4.28262041e-02  -6.62373530e-02  -4.58718759e-02
   -1.90162194e-02  -1.83771439e-01   4.65353507e-02   1.00683079e-02
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 [  3.48590754e-02   1.19191307e-01   2.45212101e-01   7.84229169e-02
   -2.05605257e-01  -1.41017057e-01   5.57006102e-02   3.93947138e-02
   -1.83757632e-01   1.12657357e-01]
 [  8.44749691e-02   8.76347393e-02   1.10013092e-01   1.59934166e-02
   -2.41304161e-01   6.11252808e-02  -1.10240173e-02  -2.71067757e-01
   -8.67943426e-03  -7.71139182e-02]
 [ -2.81039614e-03   1.43627596e-01   8.62829821e-02  -2.98045917e-02
   -6.96981197e-02   1.75250849e-01   3.95256665e-02   1.18161613e-01
   -1.74639075e-02   1.77222752e-01]
 [  2.24010964e-01   1.02078260e-01   2.77708477e-02   7.30255591e-02
    1.08544235e-02  -2.57291041e-02  -2.32079597e-01   1.47667383e-01
   -5.88989857e-02  -2.59693429e-02]
 [  5.33789740e-02   7.47139641e-02   2.01194958e-02   5.24148543e-02
   -4.86339071e-01  -1.27569579e-01  -2.64309182e-01   4.14498316e-02
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 [  6.48708970e-02   4.81067583e-01   1.30028923e-01   4.54307267e-01
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   -1.24203126e+00  -7.92785856e-02  -4.04285731e-01   1.50819413e-01
    2.20327748e-01   4.73627476e-01]
 [  2.29675473e-01   3.17235077e-01   2.41119525e-01   1.32063361e-01
   -5.91979481e-01   8.75731248e-02  -2.02296579e-01   1.60435457e-01
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 [ -8.22985143e-02   2.40954480e-01   2.37634801e-01   4.15404825e-03
   -9.63218060e-02   1.35233552e-01  -1.05566106e-01  -1.62779042e-02
   -4.19177483e-02   3.86604160e-02]
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   -2.82082059e-01  -1.00791114e-01]
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   -2.12297190e-01   2.78653776e-02]
 [  7.22933628e-03  -4.50905254e-01  -1.29204078e-01  -1.66172240e-01
    3.69039935e-01   2.58296124e-02   2.08488391e-01   1.51781906e-01
   -1.68613110e-01  -2.25827955e-01]
 [  4.57454139e-02  -3.45966316e-01  -1.84047234e-01  -1.15015473e-01
   -3.45760611e-01  -1.21257466e-02   2.43027223e-01  -1.65583793e-01
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 [ -8.61776558e-02   3.89496900e-05   2.77341552e-01   4.97910636e-02
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   -7.18833952e-02  -1.12674384e-02]
 [ -3.18219782e-01  -1.95250569e-02   2.54983300e-02   1.41399555e-02
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   -5.10762583e-02   1.08063905e-01]
 [  1.66091706e-01  -2.72735639e-02  -2.22922526e-01  -3.33236941e-02
    8.68479392e-02  -3.13761607e-01   5.98989883e-02  -1.63857066e-01
    2.95403058e-02  -1.48817533e-01]
 [  2.40784839e-01  -2.24192105e-01   7.59419531e-02   2.08873935e-02
    8.12136329e-02  -5.47320728e-02   2.37561971e-02  -1.33753283e-01
    1.44162305e-01  -1.32298200e-01]
 [ -9.28764975e-02  -9.12207932e-02   1.25438978e-01   1.21633068e-01
    2.01773982e-02  -1.20415339e-01   2.17479141e-01  -7.84424345e-02
    1.86074847e-01   1.31053655e-02]
 [ -9.61931377e-02  -2.77009152e-01   1.58250305e-01  -4.19777858e-01
   -4.59766075e-01   1.64528985e-01   1.97542647e-01  -1.32478890e-01
   -7.73004238e-02   1.14902813e-01]]
[[ 0.6219257 ]
 [ 1.85063922]
 [ 0.22119729]
 [ 0.91752779]
 [-2.8694893 ]
 [-0.31195284]
 [-1.86102247]
 [ 0.06928106]
 [ 0.67731025]
 [ 0.86704432]]
Progress: 66.5% ... Training loss: 0.255 ... Validation loss: 0.442[[  2.10352567e-01   4.33186192e-01  -8.61216596e-02   1.58453542e-01
   -3.17954133e-01  -8.89548659e-02  -1.37816524e-01   1.21038009e-01
   -2.52312159e-03   2.89791154e-01]
 [  1.05067581e-02   1.15106061e-01  -2.00918117e-02   4.69649432e-02
    6.93747941e-02  -6.49814809e-03   3.45244966e-01   4.04111185e-02
    1.44373906e-01  -2.68752774e-02]
 [  2.32388872e-01   6.94493176e-01   1.48675651e-02  -3.97198549e-02
    8.90143841e-01  -3.28344256e-02  -1.09574365e+00  -4.17582673e-02
    8.71010877e-02   3.32587773e-01]
 [  4.38838525e-02  -5.02501573e-01  -1.91251714e-01   2.42598769e-01
   -1.12522842e-01   1.34713998e-01   3.07611278e-01   6.35181361e-02
    1.28439702e-01   3.22690516e-01]
 [ -4.54690368e-02   3.73664872e-02  -1.47017407e-01   4.69114326e-02
   -1.25713971e-01  -1.80174048e-01   1.70722756e-01  -1.14938930e-01
   -1.90299344e-01  -6.46334736e-02]
 [ -4.04288639e-01  -6.79147006e-01  -3.06884468e-01   1.31171669e-01
   -3.52514099e-01   4.37538207e-02   4.02341271e-01  -4.25465785e-02
   -4.94154428e-02  -5.90839181e-02]
 [ -1.12038186e-02  -3.49299180e-01   6.91559190e-03   7.58366644e-02
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 [ -9.32600657e-02  -9.24248394e-02   1.25302525e-01   1.21057180e-01
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    1.85666319e-01   1.25637466e-02]
 [ -9.73520950e-02  -2.79407256e-01   1.57797755e-01  -4.21603774e-01
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   -7.85496935e-02   1.13296678e-01]]
[[ 0.60690862]
 [ 1.84742408]
 [ 0.20775015]
 [ 0.90028972]
 [-2.87779167]
 [-0.32791597]
 [-1.88569895]
 [ 0.05312497]
 [ 0.65888008]
 [ 0.85096813]]
Progress: 66.6% ... Training loss: 0.248 ... Validation loss: 0.431[[  2.08948439e-01   4.28456342e-01  -8.66549191e-02   1.56244815e-01
   -3.13301986e-01  -8.80337918e-02  -1.32991767e-01   1.20899453e-01
   -4.08872720e-03   2.87551391e-01]
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 [  2.31673895e-01   6.90765680e-01   1.45607788e-02  -4.09202731e-02
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    8.62092132e-02   3.31396562e-01]
 [  4.52535905e-02  -4.98718545e-01  -1.90838365e-01   2.44419288e-01
   -1.18635384e-01   1.34024321e-01   3.03854950e-01   6.36098177e-02
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 [ -4.65581186e-02   3.52168793e-02  -1.47306646e-01   4.56355155e-02
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   -4.94496505e-02  -5.92174305e-02]
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   -1.75288624e-01  -2.14806392e-01]
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 [  8.05385825e-02  -2.47591512e-01  -3.03097185e-02   8.59560701e-02
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   -8.53351004e-02   8.27233098e-02  -8.87935567e-03  -2.09436125e-02
   -9.43434636e-02  -9.77199547e-03]
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   -1.92428898e-02  -4.78900192e-02]
 [  9.72845252e-03  -1.69018025e-01  -2.95122422e-01  -5.81518081e-02
   -4.50703056e-03  -9.16456918e-02   5.78483875e-02   1.61404788e-01
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 [  6.00328978e-02  -6.78530870e-02  -1.10807048e-01   6.78351691e-02
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 [ -9.85732383e-02  -2.82528432e-01   1.57372278e-01  -4.23394762e-01
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[[ 0.60172167]
 [ 1.84190018]
 [ 0.20429331]
 [ 0.89743268]
 [-2.87679926]
 [-0.32969542]
 [-1.88629274]
 [ 0.05072101]
 [ 0.65512528]
 [ 0.84684277]]
Progress: 66.7% ... Training loss: 0.248 ... Validation loss: 0.435[[  2.08577815e-01   4.28114393e-01  -8.67309755e-02   1.55865557e-01
   -3.13700250e-01  -8.78500965e-02  -1.31489486e-01   1.20881752e-01
   -4.27332122e-03   2.87330055e-01]
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 [  2.29654985e-01   3.17439244e-01   2.41140814e-01   1.32248061e-01
   -5.92260271e-01   8.75180384e-02  -2.02064812e-01   1.60439601e-01
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   -2.82278524e-01  -1.01033948e-01]
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   -2.12488440e-01   2.77067624e-02]
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   -1.68209377e-01  -2.25304818e-01]
 [  4.12427244e-02  -3.58211928e-01  -1.85674084e-01  -1.22081029e-01
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 [ -8.56203327e-02   1.69546551e-03   2.77589799e-01   5.07788130e-02
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   -7.11423362e-02  -1.03570575e-02]
 [ -3.17463029e-01  -1.85582455e-02   2.57908737e-02   1.54879796e-02
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   -5.02045495e-02   1.09090159e-01]
 [  1.66306407e-01  -2.66397182e-02  -2.22809379e-01  -3.29468038e-02
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 [  2.41798096e-01  -2.21484416e-01   7.63239151e-02   2.26285781e-02
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    1.45516361e-01  -1.30676067e-01]
 [ -9.37505795e-02  -9.38182284e-02   1.25135589e-01   1.20252457e-01
    2.42652730e-02  -1.19952719e-01   2.20124831e-01  -7.85296977e-02
    1.85074402e-01   1.18715130e-02]
 [ -9.93872226e-02  -2.85096702e-01   1.57017235e-01  -4.24850886e-01
   -4.53841385e-01   1.66379150e-01   2.05826937e-01  -1.32809338e-01
   -8.08642561e-02   1.10400344e-01]]
[[ 0.6020902 ]
 [ 1.84266285]
 [ 0.2025241 ]
 [ 0.89825333]
 [-2.87497787]
 [-0.3306433 ]
 [-1.89035418]
 [ 0.05038778]
 [ 0.65278683]
 [ 0.84834255]]
Progress: 66.7% ... Training loss: 0.249 ... Validation loss: 0.437[[  2.10514162e-01   4.34394010e-01  -8.60529841e-02   1.58705633e-01
   -3.19057904e-01  -8.87947702e-02  -1.36486398e-01   1.21049378e-01
   -2.06446609e-03   2.90344550e-01]
 [  1.07654748e-02   1.15408540e-01  -2.00002156e-02   4.73607136e-02
    6.89254618e-02  -6.63533807e-03   3.45229006e-01   4.04317117e-02
    1.44663348e-01  -2.64502941e-02]
 [  2.33465613e-01   6.97727002e-01   1.51407978e-02  -3.81971494e-02
    8.91762996e-01  -3.33115249e-02  -1.10254501e+00  -4.16774580e-02
    8.85361884e-02   3.34105426e-01]
 [  4.77715667e-02  -4.94455258e-01  -1.89982497e-01   2.47882364e-01
   -1.23603952e-01   1.32623890e-01   2.98910895e-01   6.38282111e-02
    1.32525081e-01   3.28189242e-01]
 [ -4.31914835e-02   4.42444767e-02  -1.46241740e-01   5.05110840e-02
   -1.34127283e-01  -1.81342702e-01   1.63401453e-01  -1.14705978e-01
   -1.87588980e-01  -6.12798616e-02]
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   -3.53990392e-01   4.38037680e-02   4.03560913e-01  -4.25572841e-02
   -4.96291340e-02  -5.92697712e-02]
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   -1.40492117e-01  -7.02288402e-02   1.88531465e-01  -1.94171612e-01
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 [  9.86310643e-02  -4.12962080e-01   2.43941781e-02  -9.43876266e-02
   -1.52096679e-01  -4.25201782e-02   1.07285250e-01   1.12928127e-01
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   -1.89679025e-01   6.52434813e-02  -4.92028007e-02  -3.04963055e-02
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 [  1.69156441e-02  -5.14057299e-01   6.21126334e-02  -8.87372070e-02
   -4.63097914e-01  -9.82768522e-02   2.06999992e-01  -1.19599984e-01
   -2.61977677e-02   3.37664890e-02]
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   -2.71906926e-01   1.45207263e-03   2.60732611e-01  -1.02291077e-01
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   -1.73239378e-01  -2.12315006e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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 [ -2.94855387e-01  -3.51290245e-01   9.06684292e-02   1.99208917e-01
   -1.83696224e-01  -5.85983004e-02   1.22799273e-01  -2.62994828e-01
   -2.93191311e-01  -1.15162727e-01]
 [  8.18536209e-02  -2.45487144e-01  -2.98523902e-02   8.78532891e-02
   -6.32251644e-02  -8.17440157e-02   3.00778148e-01  -1.51839425e-05
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 [  3.02782383e-02  -1.47383524e-01  -2.13275903e-01   1.36408453e-01
   -8.72613478e-02   8.25412820e-02  -9.53319867e-03  -2.09190234e-02
   -9.40901950e-02  -9.58040497e-03]
 [ -1.17952186e-01  -1.04516920e-01  -2.00341515e-01   1.61507288e-01
   -2.84796099e-02   1.32217055e-01  -7.60491517e-03  -2.51031466e-01
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 [ -5.42212656e-02  -8.55554623e-02   2.80525427e-01   1.19735505e-01
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 [  7.19266028e-02  -1.19687522e-02   8.95032196e-02   9.26005628e-02
   -6.47650330e-02  -1.93336104e-02   1.48926638e-01   1.19662773e-01
   -1.74430410e-02  -4.55406612e-02]
 [  9.67718331e-03  -1.69440823e-01  -2.95151014e-01  -5.82025870e-02
   -4.62188038e-03  -9.16273156e-02   5.70849133e-02   1.61401321e-01
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 [  6.07306685e-02  -6.58865114e-02  -1.10526812e-01   6.90609292e-02
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   -1.41569396e-01  -3.87239785e-02]
 [  1.61386123e-02  -6.66291254e-03   1.27387246e-01   1.30637800e-01
   -7.26722463e-03   9.99910699e-02  -7.33621031e-02  -4.10237659e-02
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 [  1.11248820e-01   7.89702175e-02  -4.35142199e-02  -9.89777529e-02
   -1.46853718e-01  -3.30452947e-01   1.33064156e-01   7.99333111e-03
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   -9.13929648e-02  -2.00982015e-01  -1.04209253e-03  -2.16154900e-02
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   -3.46743271e-01   5.43344545e-03   9.06305463e-02  -2.69805920e-02
   -2.25083950e-02   2.28174415e-02]
 [ -2.75279785e-02  -1.84163716e-01  -7.40635037e-02  -1.20496348e-01
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   -1.77581402e-01  -3.77789453e-01]
 [ -1.52729262e-02  -4.99956150e-01  -3.12146444e-02  -7.12123827e-02
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    3.11226760e-02  -3.88648738e-01]
 [  1.57698130e-02  -5.55820432e-01  -4.30771364e-02  -1.00359662e-01
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   -3.60495536e-01  -2.14823633e-01]
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   -7.11362380e-02   8.75462227e-02]
 [ -3.03967429e-01  -5.17702162e-01   5.42331474e-02  -4.86011540e-02
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   -8.95278088e-02  -1.34459557e-01]
 [ -2.14395641e-01  -3.81418515e-01   2.49299526e-01  -2.48324154e-01
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   -2.62580316e-01  -3.00238993e-02]
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   -2.42979244e-02  -1.34235669e-01]
 [  8.51068057e-02   2.54584336e-01   1.54185638e-01  -1.26163792e-01
   -1.03729070e-01   6.21278589e-02  -1.40709629e-01   2.78965449e-01
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 [  3.55111113e-01   3.53340759e-01  -8.00134845e-02   2.94970956e-01
   -8.56254741e-01  -2.82979500e-01  -4.89277037e-01   1.76413152e-01
    3.93372238e-01  -1.47317938e-02]
 [  5.79204217e-02   1.09698719e-01   2.58260482e-01   2.57305291e-01
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   -1.27216462e-01  -2.78019992e-01]
 [  1.71137808e-02  -1.17683147e-01  -1.23328377e-01  -6.76730519e-02
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 [  9.45981165e-03  -4.19485302e-02  -6.60997196e-02  -4.53413349e-02
   -1.99226861e-02  -1.83936575e-01   4.58599798e-02   1.01009346e-02
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 [  3.57946730e-02   1.22309671e-01   2.45535968e-01   7.98489293e-02
   -2.09272997e-01  -1.41536961e-01   5.31542689e-02   3.94826601e-02
   -1.82724576e-01   1.13886151e-01]
 [  8.43753536e-02   8.78000615e-02   1.09977425e-01   1.58197061e-02
   -2.41344742e-01   6.11455442e-02  -1.07451588e-02  -2.71084435e-01
   -8.76769618e-03  -7.72617130e-02]
 [ -3.52563650e-03   1.42110386e-01   8.60162870e-02  -3.10231158e-02
   -6.68334584e-02   1.75664543e-01   4.10929965e-02   1.18097620e-01
   -1.82881541e-02   1.76119836e-01]
 [  2.23846272e-01   1.01464349e-01   2.77070988e-02   7.26804134e-02
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   -5.91143344e-02  -2.63018424e-02]
 [  5.22899777e-02   7.18771892e-02   1.97543070e-02   5.09897999e-02
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 [  6.62618156e-02   4.83882252e-01   1.30483349e-01   4.56148031e-01
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 [  2.29699857e-01   3.17770489e-01   2.41174978e-01   1.32424497e-01
   -5.93155800e-01   8.74527880e-02  -2.02080177e-01   1.60449345e-01
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 [ -8.22030938e-02   2.41608280e-01   2.37649544e-01   4.33110794e-03
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   -4.17962984e-02   3.87857978e-02]
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   -2.82460514e-01  -1.01222567e-01]
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   -2.12488440e-01   2.77067624e-02]
 [  7.49476321e-03  -4.50597913e-01  -1.29137604e-01  -1.65804427e-01
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   -1.68335808e-01  -2.25455713e-01]
 [  4.16282934e-02  -3.57738713e-01  -1.85554623e-01  -1.21576700e-01
   -3.37336709e-01  -9.81068100e-03   2.53725140e-01  -1.65983666e-01
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 [ -8.53545809e-02   2.14389603e-03   2.77696537e-01   5.11751588e-02
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   -7.08422516e-02  -9.96965667e-03]
 [ -3.17300679e-01  -1.88266545e-02   2.58218347e-02   1.56212243e-02
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   -5.01123512e-02   1.09224644e-01]
 [  1.66493623e-01  -2.60718909e-02  -2.22757338e-01  -3.26965247e-02
    8.73216301e-02  -3.13957170e-01   5.81706734e-02  -1.63829185e-01
    2.99542799e-02  -1.48472573e-01]
 [  2.42012475e-01  -2.20450753e-01   7.64248167e-02   2.30925851e-02
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    1.45897001e-01  -1.30217262e-01]
 [ -9.35992775e-02  -9.39586115e-02   1.25179457e-01   1.20358523e-01
    2.37639275e-02  -1.20030306e-01   2.20182254e-01  -7.85167000e-02
    1.85208696e-01   1.21343727e-02]
 [ -9.85780491e-02  -2.82785988e-01   1.57264411e-01  -4.23802266e-01
   -4.59321662e-01   1.65913837e-01   2.04380954e-01  -1.32745065e-01
   -7.99488373e-02   1.11632791e-01]]
[[ 0.61019616]
 [ 1.84960333]
 [ 0.21006724]
 [ 0.90692378]
 [-2.87253479]
 [-0.32590343]
 [-1.88178336]
 [ 0.05619754]
 [ 0.66065725]
 [ 0.85636937]]
Progress: 66.8% ... Training loss: 0.248 ... Validation loss: 0.432[[  2.12034400e-01   4.39650177e-01  -8.54830995e-02   1.60900428e-01
   -3.23007693e-01  -8.95604959e-02  -1.40828095e-01   1.21198042e-01
   -3.75867559e-04   2.92200690e-01]
 [  1.08044217e-02   1.15500892e-01  -1.99869020e-02   4.74191045e-02
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    1.44702713e-01  -2.63989809e-02]
 [  2.34829886e-01   7.00042391e-01   1.56529634e-02  -3.62853633e-02
    8.88921829e-01  -3.39803044e-02  -1.10550401e+00  -4.15387987e-02
    9.00755957e-02   3.35869914e-01]
 [  4.74011590e-02  -4.94311399e-01  -1.90112238e-01   2.47066027e-01
   -1.21494901e-01   1.32782608e-01   2.98530351e-01   6.37812716e-02
    1.31993616e-01   3.27303477e-01]
 [ -4.30887509e-02   4.34114763e-02  -1.46138421e-01   5.10422364e-02
   -1.34101805e-01  -1.81496570e-01   1.65359054e-01  -1.14662132e-01
   -1.87311393e-01  -6.13289627e-02]
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 [ -9.35729647e-02  -9.42058618e-02   1.25192432e-01   1.20414053e-01
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    1.85220232e-01   1.21994901e-02]
 [ -9.90741779e-02  -2.83689878e-01   1.57085577e-01  -4.24705911e-01
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   -8.05160135e-02   1.10999663e-01]]
[[ 0.61244573]
 [ 1.85425329]
 [ 0.21118737]
 [ 0.9096085 ]
 [-2.87583421]
 [-0.32513523]
 [-1.88493513]
 [ 0.05830055]
 [ 0.66286218]
 [ 0.85996385]]
Progress: 66.8% ... Training loss: 0.249 ... Validation loss: 0.431[[  2.12100053e-01   4.39629784e-01  -8.54468949e-02   1.60913156e-01
   -3.19488536e-01  -8.95843367e-02  -1.40602168e-01   1.21206727e-01
   -2.28872956e-04   2.92190743e-01]
 [  1.05572439e-02   1.14983369e-01  -2.00692307e-02   4.70872419e-02
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    1.44438213e-01  -2.67213622e-02]
 [  2.35205209e-01   7.00446298e-01   1.58328097e-02  -3.53273462e-02
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    9.07751301e-02   3.36651107e-01]
 [  4.97567700e-02  -4.88089437e-01  -1.89372669e-01   2.50415980e-01
   -1.25529417e-01   1.32018409e-01   2.90511175e-01   6.39316935e-02
    1.34483735e-01   3.29563124e-01]
 [ -4.39855832e-02   4.17522938e-02  -1.46410389e-01   4.99130213e-02
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   -5.03330883e-02  -6.00741516e-02]
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 [  1.78173721e-02  -5.11152094e-01   6.24321002e-02  -8.77887035e-02
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   -1.72715925e-01  -2.11565383e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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   -2.93781217e-01  -1.16049101e-01]
 [  8.13680290e-02  -2.46364987e-01  -3.00050681e-02   8.72056915e-02
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 [  3.17869149e-02  -1.42363634e-01  -2.12777793e-01   1.38347090e-01
   -9.07974210e-02   8.16978398e-02  -1.41329763e-02  -2.07748907e-02
   -9.25130116e-02  -7.38004903e-03]
 [ -1.19555336e-01  -1.09520832e-01  -2.00897370e-01   1.59119346e-01
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 [  7.14891206e-02  -1.35592047e-02   8.93550256e-02   9.20009020e-02
   -6.26512639e-02  -1.90601457e-02   1.50182070e-01   1.19622554e-01
   -1.79432633e-02  -4.60969327e-02]
 [  9.30033401e-03  -1.70890747e-01  -2.95269401e-01  -5.87759490e-02
   -3.49361038e-03  -9.14047583e-02   5.86861738e-02   1.61367598e-01
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 [  6.14989245e-02  -6.37561312e-02  -1.10239846e-01   7.03118134e-02
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   -1.40642971e-01  -3.75953242e-02]
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   -1.47057475e-01  -3.30351528e-01   1.33547206e-01   7.96680827e-03
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 [ -9.34673093e-02  -9.38118729e-02   1.25235651e-01   1.20592188e-01
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 [ -9.93350065e-02  -2.83296342e-01   1.56998860e-01  -4.25098712e-01
   -4.59171253e-01   1.66357856e-01   2.05208580e-01  -1.32825825e-01
   -8.07618882e-02   1.10474914e-01]]
[[ 0.61112029]
 [ 1.85247179]
 [ 0.20913601]
 [ 0.90665361]
 [-2.87675527]
 [-0.32739219]
 [-1.89065301]
 [ 0.05629129]
 [ 0.65921769]
 [ 0.85854921]]
Progress: 66.8% ... Training loss: 0.248 ... Validation loss: 0.432[[  2.10898551e-01   4.36195714e-01  -8.59117928e-02   1.58731767e-01
   -3.13036114e-01  -8.88117797e-02  -1.37702002e-01   1.21086924e-01
   -1.79977092e-03   2.90345391e-01]
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 [  2.32718903e-01   6.94949709e-01   1.48684813e-02  -3.96875349e-02
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    8.77100740e-02   3.33138086e-01]
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   -1.35800417e-01   1.30391996e-01   2.83632952e-01   6.42192688e-02
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   -5.02358819e-02  -6.00256554e-02]
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   -1.71904598e-01  -2.10597537e-01]
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   -1.77278268e-02  -4.57825343e-02]
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   -1.24802446e+00  -7.95104422e-02  -4.05663997e-01   1.50881944e-01
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 [  2.29614894e-01   3.17481827e-01   2.41136416e-01   1.32261569e-01
   -5.93714385e-01   8.74856866e-02  -2.01319021e-01   1.60439732e-01
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 [ -8.15475330e-02   2.43958199e-01   2.37897080e-01   5.40239242e-03
   -1.02630403e-01   1.34805378e-01  -1.08004673e-01  -1.62148366e-02
   -4.10100430e-02   3.97020520e-02]
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   -2.82792448e-01  -1.01653568e-01]
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   -2.12323567e-01   2.78685432e-02]
 [  7.27191631e-03  -4.51504805e-01  -1.29211673e-01  -1.66140542e-01
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   -1.68551230e-01  -2.25742290e-01]
 [  4.01636995e-02  -3.62654682e-01  -1.86167111e-01  -1.24046612e-01
   -3.34553249e-01  -8.90492710e-03   2.59307746e-01  -1.66139487e-01
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 [ -8.41072263e-02   5.08392170e-03   2.78123247e-01   5.28571107e-02
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   -6.95366771e-02  -8.25429224e-03]
 [ -3.17730765e-01  -2.03171087e-02   2.56452531e-02   1.47332047e-02
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   -5.06344403e-02   1.08376329e-01]
 [  1.65967355e-01  -2.70543570e-02  -2.22884361e-01  -3.33196042e-02
    8.75402054e-02  -3.13738449e-01   5.88379606e-02  -1.63868544e-01
    2.93141848e-02  -1.49198461e-01]
 [  2.43251404e-01  -2.18687287e-01   7.68816163e-02   2.48976741e-02
    7.35633616e-02  -5.62066073e-02   1.95960267e-02  -1.33507523e-01
    1.47304730e-01  -1.28334544e-01]
 [ -9.24210694e-02  -9.14595291e-02   1.25606911e-01   1.21996481e-01
    2.07382220e-02  -1.20660421e-01   2.17309467e-01  -7.84035488e-02
    1.86434239e-01   1.37961405e-02]
 [ -9.93229409e-02  -2.83657307e-01   1.56990914e-01  -4.25088921e-01
   -4.60006917e-01   1.66366454e-01   2.05097801e-01  -1.32830985e-01
   -8.07760360e-02   1.10437261e-01]]
[[ 0.61300191]
 [ 1.84991043]
 [ 0.21084586]
 [ 0.91278036]
 [-2.87678844]
 [-0.32435945]
 [-1.88030486]
 [ 0.05854142]
 [ 0.66401691]
 [ 0.8610147 ]]
Progress: 66.9% ... Training loss: 0.248 ... Validation loss: 0.434[[  2.12471135e-01   4.41788656e-01  -8.53082938e-02   1.61238723e-01
   -3.17261126e-01  -8.97926880e-02  -1.42704955e-01   1.21263629e-01
   -5.59114193e-05   2.92669123e-01]
 [  1.13040289e-02   1.17343898e-01  -1.98174162e-02   4.82150116e-02
    6.57562846e-02  -6.91510310e-03   3.43255205e-01   4.04832903e-02
    1.45205137e-01  -2.56956393e-02]
 [  2.34042342e-01   6.97815888e-01   1.53100673e-02  -3.78527631e-02
    8.93415552e-01  -3.34515312e-02  -1.10286885e+00  -4.16228658e-02
    8.91326761e-02   3.34590399e-01]
 [  5.54576230e-02  -4.75453703e-01  -1.87432371e-01   2.58775465e-01
   -1.45110263e-01   1.29256894e-01   2.75057606e-01   6.44501900e-02
    1.40773488e-01   3.37078612e-01]
 [ -4.51248385e-02   3.94656616e-02  -1.46734640e-01   4.83648617e-02
   -1.29576541e-01  -1.81029732e-01   1.70720719e-01  -1.14805299e-01
   -1.89717569e-01  -6.37678396e-02]
 [ -4.04710966e-01  -6.80937902e-01  -3.07104897e-01   1.30052956e-01
   -3.54570034e-01   4.39361514e-02   4.03987016e-01  -4.25884455e-02
   -5.02622949e-02  -5.96584493e-02]
 [ -9.24322152e-03  -3.46088934e-01   7.67748148e-03   7.85173435e-02
   -1.40843050e-01  -7.08339345e-02   1.85107159e-01  -1.94047196e-01
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 [  1.00284623e-01  -4.09700708e-01   2.49199162e-02  -9.21992677e-02
   -1.60197774e-01  -4.32857556e-02   1.04406678e-01   1.13076794e-01
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 [ -1.75456472e-01  -2.14640623e-01  -3.00405430e-01  -1.74867750e-02
   -1.91671756e-01   6.52077020e-02  -4.85024722e-02  -3.04888015e-02
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 [  1.85068226e-02  -5.09860133e-01   6.27054996e-02  -8.67195011e-02
   -4.69304268e-01  -9.90780165e-02   2.04256392e-01  -1.19423868e-01
   -2.46275214e-02   3.55652460e-02]
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   -2.72584679e-01   1.45422706e-03   2.59819015e-01  -1.02305043e-01
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 [ -1.36824927e-01  -3.25466373e-01  -7.26397981e-02   2.28287056e-02
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   -1.72336249e-01  -2.11120565e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94895330e-01  -3.51188635e-01   9.06689822e-02   1.99166910e-01
   -1.83804854e-01  -5.85635939e-02   1.22753703e-01  -2.62998860e-01
   -2.93321023e-01  -1.15402733e-01]
 [  8.09630175e-02  -2.47074349e-01  -3.01351952e-02   8.66163320e-02
   -6.22033661e-02  -8.12803938e-02   3.02050315e-01  -9.89218560e-05
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 [  3.18975048e-02  -1.42597649e-01  -2.12778369e-01   1.38291972e-01
   -9.12875775e-02   8.15795347e-02  -1.39031360e-02  -2.07582720e-02
   -9.25455307e-02  -7.08818705e-03]
 [ -1.19130910e-01  -1.08904901e-01  -2.00747617e-01   1.59741393e-01
   -2.41410701e-02   1.32739050e-01  -4.15893600e-03  -2.51123681e-01
    7.51032503e-02  -1.88249032e-01]
 [ -5.38210268e-02  -8.44199254e-02   2.80708833e-01   1.20298292e-01
    3.54585375e-02  -6.93170154e-02  -1.03896638e-01   1.21118247e-01
    9.38341588e-02   6.92310723e-02]
 [  7.19657816e-02  -1.18002228e-02   8.95390164e-02   9.25801165e-02
   -6.40615155e-02  -1.93326182e-02   1.47650375e-01   1.19665552e-01
   -1.75936452e-02  -4.55513745e-02]
 [  9.99829261e-03  -1.69071473e-01  -2.95059552e-01  -5.77317221e-02
   -6.31430493e-03  -9.17733934e-02   5.65113027e-02   1.61429739e-01
    1.03539892e-01  -3.95975830e-02]
 [  6.17713436e-02  -6.36653170e-02  -1.10143387e-01   7.07149479e-02
   -2.57442042e-01   3.12600529e-01   2.85173691e-01   2.05005228e-01
   -1.40321852e-01  -3.71665764e-02]
 [  1.58707878e-02  -8.29790075e-03   1.27259083e-01   1.30037652e-01
   -5.17027678e-03   1.00272590e-01  -7.14525426e-02  -4.10565233e-02
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 [  1.11833123e-01   8.10617624e-02  -4.32976488e-02  -9.83714995e-02
   -1.49057229e-01  -3.30811340e-01   1.31060525e-01   8.04572497e-03
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 [ -1.15229646e-01  -1.19925364e-01  -1.95150043e-02   7.88930513e-03
   -9.34283460e-02  -2.01157426e-01  -1.43527337e-03  -2.15785673e-02
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 [ -1.70402293e-01  -1.51673760e-01  -2.07306505e-01  -3.57741420e-02
   -3.48650839e-01   5.28008956e-03   9.07318258e-02  -2.69518787e-02
   -2.21662636e-02   2.32300388e-02]
 [ -2.70353688e-02  -1.83591358e-01  -7.38781451e-02  -1.19698623e-01
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   -1.77067872e-01  -3.77202127e-01]
 [ -1.57035145e-02  -5.01510665e-01  -3.13820781e-02  -7.19004659e-02
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    3.06231070e-02  -3.89313160e-01]
 [  1.56803765e-02  -5.56721711e-01  -4.31142097e-02  -1.00548024e-01
    6.58021581e-01   1.99907549e-02   5.72400708e-01   4.87702986e-02
   -3.60620126e-01  -2.14992118e-01]
 [ -1.77191330e-01  -6.85379196e-01  -1.19936731e-02  -2.07706155e-01
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   -7.13251893e-02   8.73066669e-02]
 [ -3.03900567e-01  -5.18214333e-01   5.42913891e-02  -4.83189579e-02
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   -8.94126390e-02  -1.34163290e-01]
 [ -2.14722978e-01  -3.82455937e-01   2.49189457e-01  -2.48825751e-01
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   -2.62929698e-01  -3.04044465e-02]
 [ -1.46040120e-01  -2.71352029e-01  -1.86601333e-01  -1.19975043e-01
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   -2.41909002e-02  -1.34051786e-01]
 [  8.61107450e-02   2.58386604e-01   1.54540442e-01  -1.24650031e-01
   -1.09369582e-01   6.16105089e-02  -1.44419967e-01   2.79058150e-01
    4.60742413e-02   1.53987510e-01]
 [  3.56558225e-01   3.57341791e-01  -7.94941718e-02   2.96617877e-01
   -8.60275822e-01  -2.83697547e-01  -4.93696971e-01   1.76543820e-01
    3.94972393e-01  -1.27200093e-02]
 [  5.80755736e-02   1.10164124e-01   2.58313197e-01   2.57480680e-01
   -3.25645337e-02  -2.02459424e-01  -1.85534936e-01  -1.32296324e-01
   -1.27036560e-01  -2.77868126e-01]
 [  1.80851753e-02  -1.15775427e-01  -1.23044973e-01  -6.62497588e-02
    2.31586242e-01   4.09743774e-02  -4.65919134e-03  -1.86382256e-01
    2.39181942e-02   1.95767649e-01]
 [  8.91523150e-03  -4.37477806e-02  -6.62780398e-02  -4.61713790e-02
   -1.60488800e-02  -1.83696857e-01   4.76420088e-02   1.00564021e-02
    4.00765033e-02   8.04967335e-03]
 [  3.56476031e-02   1.22083496e-01   2.45498558e-01   7.95755403e-02
   -2.08867536e-01  -1.41432735e-01   5.29321194e-02   3.94664476e-02
   -1.82969333e-01   1.13637150e-01]
 [  8.31939905e-02   8.41769499e-02   1.09548974e-01   1.38945173e-02
   -2.35342643e-01   6.18289285e-02  -7.95087937e-03  -2.71204928e-01
   -1.01472640e-02  -7.89775647e-02]
 [ -3.15351107e-03   1.43239435e-01   8.60973867e-02  -3.06097669e-02
   -6.74091659e-02   1.75485746e-01   3.95026269e-02   1.18122973e-01
   -1.80064827e-02   1.76493194e-01]
 [  2.23229786e-01   1.00305505e-01   2.74933572e-02   7.16745496e-02
    1.44776615e-02  -2.53466466e-02  -2.30715788e-01   1.47594036e-01
   -5.98465630e-02  -2.71959736e-02]
 [  5.18506925e-02   7.08455903e-02   1.95871734e-02   5.01853095e-02
   -4.80090541e-01  -1.26815637e-01  -2.61590168e-01   4.13048771e-02
    1.23592921e-01   2.00349936e-01]
 [  6.57651287e-02   4.83077394e-01   1.30356432e-01   4.55528929e-01
   -1.46466939e+00  -2.99433247e-01  -5.20908615e-01  -7.02379288e-02
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 [  1.76243406e-01   4.94148941e-01   6.91988614e-02   4.39554027e-01
   -1.25231359e+00  -8.01946409e-02  -4.08624604e-01   1.51012432e-01
    2.22277885e-01   4.75522406e-01]
 [  2.29474170e-01   3.17243363e-01   2.41093511e-01   1.32036612e-01
   -5.92891021e-01   8.75453000e-02  -2.01031939e-01   1.60433214e-01
    2.28764535e-01   6.30021505e-02]
 [ -8.15051222e-02   2.44238917e-01   2.37918368e-01   5.52031604e-03
   -1.03348966e-01   1.34772090e-01  -1.08165780e-01  -1.62084281e-02
   -4.09395725e-02   3.97571688e-02]
 [ -1.07164639e-01   1.15969521e-02   2.10381324e-02   8.11297595e-02
   -7.69120853e-02   1.19446241e-01   2.25296655e-01   1.87627918e-02
   -2.82731632e-01  -1.01568807e-01]
 [ -2.27163006e-01  -6.35893002e-02  -9.61127515e-02  -3.51027991e-01
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   -2.12120119e-01   2.81336594e-02]
 [  7.35265026e-03  -4.51448232e-01  -1.29181459e-01  -1.66015391e-01
    3.68310378e-01   2.57527396e-02   2.08135539e-01   1.51787828e-01
   -1.68465362e-01  -2.25640245e-01]
 [  4.02686561e-02  -3.61895282e-01  -1.86129711e-01  -1.23891524e-01
   -3.36104929e-01  -8.95970434e-03   2.58257654e-01  -1.66133188e-01
    4.70743000e-02  -2.66155966e-01]
 [ -8.29602559e-02   8.02386238e-03   2.78562009e-01   5.46992590e-02
    1.24623822e-01   5.86097474e-02   4.06426537e-02  -2.93110437e-01
   -6.82903254e-02  -6.71521696e-03]
 [ -3.17177773e-01  -1.88411481e-02   2.58395818e-02   1.55915340e-02
    1.55245303e-01  -1.91827532e-01   5.39701044e-03   2.35941178e-01
   -5.00500235e-02   1.09135046e-01]
 [  1.65625304e-01  -2.73946649e-02  -2.22980418e-01  -3.37140275e-02
    8.89261902e-02  -3.13691074e-01   5.88966778e-02  -1.63892032e-01
    2.90151323e-02  -1.49612828e-01]
 [  2.42335758e-01  -2.21363311e-01   7.65407640e-02   2.34760230e-02
    7.58700129e-02  -5.57604624e-02   2.25881095e-02  -1.33589748e-01
    1.46285537e-01  -1.29447212e-01]
 [ -9.14646487e-02  -8.86712616e-02   1.25963449e-01   1.23408739e-01
    1.73891483e-02  -1.21183081e-01   2.14604119e-01  -7.83070070e-02
    1.87452659e-01   1.50940617e-02]
 [ -9.91684687e-02  -2.83777772e-01   1.57092663e-01  -4.24857695e-01
   -4.60697502e-01   1.66229074e-01   2.05445568e-01  -1.32808253e-01
   -8.04635257e-02   1.10892235e-01]]
[[ 0.62002756]
 [ 1.85487491]
 [ 0.21739383]
 [ 0.92014906]
 [-2.87275714]
 [-0.31701636]
 [-1.87289345]
 [ 0.06648182]
 [ 0.67222444]
 [ 0.87181346]]
Progress: 67.0% ... Training loss: 0.254 ... Validation loss: 0.439[[  2.12387513e-01   4.42647835e-01  -8.53106232e-02   1.61295451e-01
   -3.12922021e-01  -8.96940575e-02  -1.42020847e-01   1.21255024e-01
   -1.66276086e-04   2.92728242e-01]
 [  1.06806581e-02   1.15523093e-01  -2.00408716e-02   4.72553336e-02
    6.85876500e-02  -6.59520273e-03   3.45031166e-01   4.04141691e-02
    1.44542330e-01  -2.64458312e-02]
 [  2.32519788e-01   6.92682228e-01   1.48077862e-02  -4.03807154e-02
    9.02481733e-01  -3.26668963e-02  -1.09904096e+00  -4.17969654e-02
    8.74562086e-02   3.32396575e-01]
 [  5.26239601e-02  -4.81982845e-01  -1.88520371e-01   2.54578156e-01
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 [ -3.17342267e-01  -1.95186323e-02   2.57729627e-02   1.52379375e-02
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 [  1.65028504e-01  -2.88739158e-02  -2.23164827e-01  -3.45490520e-02
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 [  2.41641539e-01  -2.22967860e-01   7.62631247e-02   2.22970628e-02
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    1.45448809e-01  -1.30426338e-01]
 [ -9.27064210e-02  -9.12471548e-02   1.25536476e-01   1.21630011e-01
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    1.86070553e-01   1.33976272e-02]
 [ -9.87705862e-02  -2.82013561e-01   1.57252340e-01  -4.24270278e-01
   -4.62717492e-01   1.66035770e-01   2.03920849e-01  -1.32773189e-01
   -8.00894772e-02   1.11301230e-01]]
[[ 0.61496984]
 [ 1.85274438]
 [ 0.21384992]
 [ 0.91484126]
 [-2.88400437]
 [-0.32295431]
 [-1.87949037]
 [ 0.0599252 ]
 [ 0.66615464]
 [ 0.8652962 ]]
Progress: 67.0% ... Training loss: 0.248 ... Validation loss: 0.434[[  2.13824284e-01   4.47155966e-01  -8.48665159e-02   1.62901361e-01
   -3.12462382e-01  -9.03300655e-02  -1.44724879e-01   1.21390024e-01
    1.32276247e-03   2.94468831e-01]
 [  1.08774695e-02   1.15799290e-01  -1.99674512e-02   4.75839332e-02
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    1.44793506e-01  -2.60643457e-02]
 [  2.31955720e-01   6.90123461e-01   1.46257748e-02  -4.13957282e-02
    9.04160702e-01  -3.25058887e-02  -1.09847542e+00  -4.18580493e-02
    8.69234412e-02   3.31810363e-01]
 [  5.08232960e-02  -4.84587608e-01  -1.89209971e-01   2.51786023e-01
   -1.29583714e-01   1.31786791e-01   2.86029745e-01   6.39649427e-02
    1.35756913e-01   3.31967245e-01]
 [ -4.26271591e-02   4.37348020e-02  -1.45613268e-01   5.19752227e-02
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   -1.86882737e-01  -6.10775117e-02]
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   -4.98719620e-02  -5.92685682e-02]
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   -1.88240420e-01   6.57422255e-02  -4.60040870e-02  -3.06028183e-02
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   -2.47971134e-02   3.53763488e-02]
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   -1.73340734e-01  -2.12583031e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
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   -2.93030169e-01  -1.15050377e-01]
 [  8.11850566e-02  -2.47054355e-01  -3.00849003e-02   8.68906753e-02
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 [  3.24499901e-02  -1.40636540e-01  -2.12566373e-01   1.39131400e-01
   -9.26774133e-02   8.12200034e-02  -1.50216355e-02  -2.06896374e-02
   -9.19215313e-02  -6.48655884e-03]
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 [ -5.39528780e-02  -8.41225887e-02   2.80665170e-01   1.20084177e-01
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 [  7.33547368e-02  -7.56523636e-03   9.00339272e-02   9.45707174e-02
   -6.90182679e-02  -2.00093032e-02   1.43117839e-01   1.19801607e-01
   -1.60988022e-02  -4.35571497e-02]
 [  9.34672199e-03  -1.71575011e-01  -2.95302345e-01  -5.89210841e-02
   -3.41235678e-03  -9.14897952e-02   5.71632972e-02   1.61347423e-01
    1.02763578e-01  -4.07684875e-02]
 [  6.10802306e-02  -6.53086495e-02  -1.10370786e-01   6.96099948e-02
   -2.53672794e-01   3.13003162e-01   2.87337957e-01   2.04935373e-01
   -1.41111028e-01  -3.81266644e-02]
 [  1.55056990e-02  -9.13825715e-03   1.27148277e-01   1.29522581e-01
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    2.38628575e-01   1.18613389e-01]
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 [ -9.31498275e-02  -9.21089298e-02   1.25343934e-01   1.20799022e-01
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 [ -9.82697338e-02  -2.79888667e-01   1.57416773e-01  -4.23684325e-01
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   -7.95795637e-02   1.11882090e-01]]
[[ 0.61927406]
 [ 1.85671344]
 [ 0.21541661]
 [ 0.91913284]
 [-2.88591601]
 [-0.32274038]
 [-1.8776933 ]
 [ 0.06158933]
 [ 0.66977875]
 [ 0.86725225]]
Progress: 67.0% ... Training loss: 0.249 ... Validation loss: 0.433[[  2.15633804e-01   4.53428454e-01  -8.40834115e-02   1.66107685e-01
   -3.16794796e-01  -9.13945170e-02  -1.49121371e-01   1.21617932e-01
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 [  2.33398329e-01   6.91756818e-01   1.52981472e-02  -3.84962454e-02
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    8.90603714e-02   3.34566818e-01]
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   -4.95889541e-02  -5.90150907e-02]
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   -1.73950917e-01  -2.13387724e-01]
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   -1.77095816e-01  -3.77315938e-01]
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   -5.98452068e-02  -2.71053340e-02]
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 [ -8.53844646e-02   7.41526787e-04   2.77738717e-01   5.11964455e-02
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   -7.08162540e-02  -9.85176053e-03]
 [ -3.15370018e-01  -1.46634188e-02   2.64917399e-02   1.80614739e-02
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   -4.81962353e-02   1.11311057e-01]
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 [  2.43009093e-01  -2.18785842e-01   7.67973621e-02   2.45426901e-02
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    1.46970216e-01  -1.28697618e-01]
 [ -9.24345048e-02  -9.02527118e-02   1.25606088e-01   1.21943317e-01
    2.24610445e-02  -1.20628963e-01   2.16421748e-01  -7.84138596e-02
    1.86379521e-01   1.37343410e-02]
 [ -9.87178896e-02  -2.80661640e-01   1.57284486e-01  -4.24386810e-01
   -4.66263010e-01   1.66015491e-01   2.02373518e-01  -1.32773704e-01
   -8.00185379e-02   1.11355479e-01]]
[[ 0.62969415]
 [ 1.86968846]
 [ 0.22458476]
 [ 0.92715565]
 [-2.88218232]
 [-0.31880749]
 [-1.8756653 ]
 [ 0.07027951]
 [ 0.67852175]
 [ 0.87511809]]
Progress: 67.1% ... Training loss: 0.259 ... Validation loss: 0.435[[  2.15622069e-01   4.53971475e-01  -8.40457865e-02   1.65972397e-01
   -3.12961970e-01  -9.15107481e-02  -1.49801814e-01   1.21625492e-01
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 [  1.10635424e-02   1.16170180e-01  -1.98862582e-02   4.78973116e-02
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    1.45006930e-01  -2.57389173e-02]
 [  2.30604712e-01   6.84145473e-01   1.42958169e-02  -4.28314744e-02
    9.05838227e-01  -3.21537423e-02  -1.09295280e+00  -4.19648545e-02
    8.59043489e-02   3.30809297e-01]
 [  4.83987630e-02  -4.88936270e-01  -1.90190993e-01   2.47879087e-01
   -1.21070745e-01   1.33138949e-01   2.89445853e-01   6.37282818e-02
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 [ -4.57988609e-02   3.39703783e-02  -1.46831227e-01   4.71593140e-02
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   -1.90167924e-01  -6.60415110e-02]
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   -4.91270912e-02  -5.84847464e-02]
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   -1.48808254e-01  -4.23225532e-02   1.10587882e-01   1.12846889e-01
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   -1.88537305e-01   6.57725624e-02  -4.65056039e-02  -3.06008420e-02
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   -1.73522477e-01  -2.12850880e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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 [ -2.94447003e-01  -3.49488064e-01   9.08682884e-02   1.99978931e-01
   -1.84156222e-01  -5.87874185e-02   1.21590288e-01  -2.62948137e-01
   -2.92841071e-01  -1.14919141e-01]
 [  8.16419700e-02  -2.46112251e-01  -2.99100767e-02   8.75884948e-02
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 [  3.23964825e-02  -1.41248287e-01  -2.12594562e-01   1.38842974e-01
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   -9.19617991e-02  -6.66616064e-03]
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   -2.38102714e-02   1.32460164e-01  -7.08072360e-03  -2.51074971e-01
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 [  7.27459805e-02  -9.10591864e-03   8.98229519e-02   9.36118427e-02
   -6.64716954e-02  -1.97756582e-02   1.44267133e-01   1.19737228e-01
   -1.67571477e-02  -4.43872940e-02]
 [  8.53262289e-03  -1.74467466e-01  -2.95577231e-01  -6.01729138e-02
   -9.24994629e-05  -9.10735712e-02   6.00281251e-02   1.61265329e-01
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 [  6.16947877e-02  -6.33887155e-02  -1.10120544e-01   7.07121539e-02
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   -1.40292528e-01  -3.72058937e-02]
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   -1.77341989e-01  -3.77616081e-01]
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 [  1.47320027e-02  -5.58778121e-01  -4.34381218e-02  -1.01916124e-01
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   -3.61624322e-01  -2.16210065e-01]
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   -7.21747920e-02   8.64118446e-02]
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   -8.94562471e-02  -1.34209702e-01]
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   -2.64043494e-01  -3.17382360e-02]
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   -2.55581736e-02  -1.35678944e-01]
 [  8.55396964e-02   2.57537024e-01   1.54335967e-01  -1.25432989e-01
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 [  3.61204588e-01   3.70123021e-01  -7.78697861e-02   3.03193512e-01
   -8.70712508e-01  -2.86028738e-01  -5.05899588e-01   1.77036860e-01
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 [  5.72719086e-02   1.08026769e-01   2.58042088e-01   2.56192303e-01
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   -1.27980962e-01  -2.79178297e-01]
 [  1.85084800e-02  -1.14723754e-01  -1.22907801e-01  -6.56804132e-02
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 [  1.01600031e-02  -4.02490639e-02  -6.58455144e-02  -4.43974400e-02
   -2.03577906e-02  -1.84319305e-01   4.42258050e-02   1.01841059e-02
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 [  3.61301648e-02   1.23267765e-01   2.45672750e-01   8.02400030e-02
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   -1.82478176e-01   1.14133255e-01]
 [  8.43917076e-02   8.69546554e-02   1.09989765e-01   1.57351527e-02
   -2.38371884e-01   6.11759348e-02  -1.10563703e-02  -2.71094196e-01
   -8.92460125e-03  -7.73748974e-02]
 [ -3.11234702e-03   1.43587604e-01   8.61324109e-02  -3.05848416e-02
   -6.50954425e-02   1.75430282e-01   3.90164763e-02   1.18131347e-01
   -1.80156517e-02   1.76608136e-01]
 [  2.22578747e-01   9.83681482e-02   2.72841173e-02   7.06548380e-02
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   -6.06038668e-02  -2.80688544e-02]
 [  5.11667921e-02   6.96138682e-02   1.93386605e-02   4.91397784e-02
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 [  6.66006972e-02   4.84976649e-01   1.30671566e-01   4.56919096e-01
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 [  2.29394166e-01   3.17941015e-01   2.41133047e-01   1.32222383e-01
   -5.94003575e-01   8.75158620e-02  -2.01606272e-01   1.60434568e-01
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 [ -8.13870897e-02   2.44773722e-01   2.37957911e-01   5.67399993e-03
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   -4.08034054e-02   3.99112460e-02]
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   -2.83425866e-01  -1.02465884e-01]
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   -2.13326736e-01   2.66674253e-02]
 [  6.32064660e-03  -4.54500673e-01  -1.29560421e-01  -1.67699381e-01
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   -1.69648946e-01  -2.27100394e-01]
 [  4.31357009e-02  -3.52907887e-01  -1.85025586e-01  -1.19404776e-01
   -3.45566469e-01  -1.04909819e-02   2.51018332e-01  -1.65827179e-01
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 [ -8.66586312e-02  -2.87735905e-03   2.77289371e-01   4.92425925e-02
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   -7.22434439e-02  -1.16801031e-02]
 [ -3.16202223e-01  -1.69258599e-02   2.62200241e-02   1.69413498e-02
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   -4.90066896e-02   1.10361885e-01]
 [  1.65807662e-01  -2.60844671e-02  -2.22841033e-01  -3.30849832e-02
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    2.94207956e-02  -1.49178872e-01]
 [  2.42327162e-01  -2.20561653e-01   7.65277380e-02   2.33774070e-02
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    1.46081511e-01  -1.29724089e-01]
 [ -9.26647763e-02  -9.09017928e-02   1.25526262e-01   1.21502137e-01
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    1.86093858e-01   1.34236153e-02]
 [ -9.92936519e-02  -2.82649658e-01   1.57073863e-01  -4.25344102e-01
   -4.64306022e-01   1.66332811e-01   2.03960086e-01  -1.32842338e-01
   -8.06293914e-02   1.10663394e-01]]
[[ 0.6224633 ]
 [ 1.86145348]
 [ 0.21581142]
 [ 0.92242738]
 [-2.89309765]
 [-0.32323218]
 [-1.87934015]
 [ 0.06479514]
 [ 0.67425377]
 [ 0.86843245]]
Progress: 67.2% ... Training loss: 0.250 ... Validation loss: 0.433[[  2.13040821e-01   4.47904899e-01  -8.49596427e-02   1.62072194e-01
   -3.01538992e-01  -9.01080803e-02  -1.42769668e-01   1.21347082e-01
    8.05597938e-04   2.93994336e-01]
 [  1.12827420e-02   1.16875355e-01  -1.98083099e-02   4.82571036e-02
    6.60091728e-02  -6.92418431e-03   3.44011293e-01   4.04797530e-02
    1.45265227e-01  -2.54734911e-02]
 [  2.29086499e-01   6.78298339e-01   1.36866882e-02  -4.52372448e-02
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   -7.36202011e-02  -1.35049712e-02]
 [ -3.16986775e-01  -1.94487334e-02   2.59462379e-02   1.58136392e-02
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 [  1.65571747e-01  -2.66163735e-02  -2.22888078e-01  -3.32510088e-02
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 [  2.42218025e-01  -2.20729376e-01   7.64518745e-02   2.30097808e-02
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 [ -9.30636484e-02  -9.18734446e-02   1.25373918e-01   1.20862693e-01
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    1.85601009e-01   1.28181947e-02]
 [ -1.00485523e-01  -2.85553019e-01   1.56644491e-01  -4.27295971e-01
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   -8.20098663e-02   1.09162843e-01]]
[[ 0.60902694]
 [ 1.85105283]
 [ 0.20257338]
 [ 0.90855053]
 [-2.90464044]
 [-0.33654678]
 [-1.89549611]
 [ 0.05197713]
 [ 0.66126982]
 [ 0.85293986]]
Progress: 67.2% ... Training loss: 0.248 ... Validation loss: 0.432[[  2.15031795e-01   4.52916501e-01  -8.42555526e-02   1.65156987e-01
   -3.11172371e-01  -9.12046946e-02  -1.47304740e-01   1.21530810e-01
    3.10871013e-03   2.96888805e-01]
 [  1.17975021e-02   1.18386308e-01  -1.96372000e-02   4.90290275e-02
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    1.45828247e-01  -2.48110004e-02]
 [  2.31806164e-01   6.85409271e-01   1.45665237e-02  -4.10314303e-02
    9.01651300e-01  -3.28761364e-02  -1.09623342e+00  -4.18821051e-02
    8.70834241e-02   3.32718926e-01]
 [  4.91336173e-02  -4.85099791e-01  -1.89956747e-01   2.48806649e-01
   -1.26607344e-01   1.32905383e-01   2.86577726e-01   6.37451246e-02
    1.33647466e-01   3.30001659e-01]
 [ -4.97660162e-02   2.31746928e-02  -1.48038151e-01   4.17470711e-02
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   -4.96949372e-02  -5.94275052e-02]
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   -1.54326273e-01  -4.27812841e-02   1.08324090e-01   1.12902020e-01
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   -1.89616180e-01   6.59276360e-02  -4.55743263e-02  -3.06360423e-02
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   -1.73202253e-01  -2.12504333e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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 [ -2.94309723e-01  -3.48557319e-01   9.09317132e-02   2.00258556e-01
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   -2.92699661e-01  -1.14746953e-01]
 [  8.16124288e-02  -2.46028156e-01  -2.99217375e-02   8.75658807e-02
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 [  3.18166216e-02  -1.42743881e-01  -2.12804424e-01   1.37973757e-01
   -9.11384384e-02   8.14727352e-02  -1.37229706e-02  -2.07476977e-02
   -9.25956151e-02  -7.64981779e-03]
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    9.30797423e-02   6.82787277e-02]
 [  7.35476735e-02  -7.66826038e-03   9.00829355e-02   9.49378752e-02
   -6.99608528e-02  -2.01775170e-02   1.42135381e-01   1.19798115e-01
   -1.58770675e-02  -4.31842522e-02]
 [  9.61004098e-03  -1.70711477e-01  -2.95171868e-01  -5.82359113e-02
   -6.19458195e-03  -9.17809086e-02   5.62300512e-02   1.61377207e-01
    1.03171140e-01  -4.01098329e-02]
 [  6.06715212e-02  -6.64770968e-02  -1.10507948e-01   6.90374610e-02
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   -1.41533687e-01  -3.85770524e-02]
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 [  4.20756907e-02  -3.54288861e-01  -1.85338266e-01  -1.20826435e-01
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 [ -9.26380766e-02  -9.05491366e-02   1.25521748e-01   1.21531189e-01
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    1.86063308e-01   1.34088393e-02]
 [ -9.88409380e-02  -2.81498699e-01   1.57186528e-01  -4.24942463e-01
   -4.65838609e-01   1.66089924e-01   2.02162214e-01  -1.32834136e-01
   -8.02165333e-02   1.11379502e-01]]
[[ 0.62174663]
 [ 1.86212912]
 [ 0.21582553]
 [ 0.91962625]
 [-2.89428919]
 [-0.32469821]
 [-1.88559742]
 [ 0.0632306 ]
 [ 0.67409032]
 [ 0.86855358]]
Progress: 67.2% ... Training loss: 0.249 ... Validation loss: 0.434[[  2.16251164e-01   4.58691935e-01  -8.37004746e-02   1.67241120e-01
   -3.17954171e-01  -9.18699239e-02  -1.51635673e-01   1.21660016e-01
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 [  2.34603879e-01   6.94394909e-01   1.55657886e-02  -3.69505757e-02
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    9.01984211e-02   3.36675131e-01]
 [  4.70830789e-02  -4.89361447e-01  -1.90664440e-01   2.46064973e-01
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 [ -4.96485228e-02   2.36794646e-02  -1.48051115e-01   4.15966101e-02
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   -5.03972314e-02  -6.03696209e-02]
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   -1.73757069e-01  -2.13186687e-01]
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 [  3.11074628e-02  -1.44266579e-01  -2.13030203e-01   1.36895499e-01
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   -1.57858433e-02  -4.30757184e-02]
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   -1.30318038e-02  -9.25767891e-02   5.25790259e-02   1.61532495e-01
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   -1.77170231e-01  -3.77326774e-01]
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 [  1.41971336e-02  -5.60503778e-01  -4.36398250e-02  -1.02820834e-01
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   -3.62233237e-01  -2.16870868e-01]
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   -7.21628961e-02   8.64425263e-02]
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   -8.98625766e-02  -1.34728434e-01]
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   -1.82578470e-01   1.14020210e-01]
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   -8.69985718e-03  -7.70572840e-02]
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   -1.90972626e-02   1.75207120e-01]
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   -5.92858524e-02  -2.64206738e-02]
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 [  4.19897756e-02  -3.53940165e-01  -1.85335267e-01  -1.20944589e-01
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 [ -8.70300900e-02  -4.33593564e-03   2.77157215e-01   4.87942435e-02
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   -7.25881005e-02  -1.22064078e-02]
 [ -3.16360445e-01  -1.79936444e-02   2.61985915e-02   1.69372841e-02
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   -4.91262622e-02   1.10163196e-01]
 [  1.65524127e-01  -2.68315164e-02  -2.22893659e-01  -3.33720179e-02
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 [  2.43311746e-01  -2.17686858e-01   7.68358570e-02   2.46705303e-02
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    1.47074835e-01  -1.28667981e-01]
 [ -9.20295353e-02  -8.84427751e-02   1.25766890e-01   1.22541776e-01
    2.05654672e-02  -1.20814237e-01   2.14454143e-01  -7.83869939e-02
    1.86705457e-01   1.43329475e-02]
 [ -9.79868426e-02  -2.79042958e-01   1.57502919e-01  -4.23716951e-01
   -4.68836198e-01   1.65619414e-01   2.00318728e-01  -1.32745847e-01
   -7.92685846e-02   1.12658610e-01]]
[[ 0.63062616]
 [ 1.87291737]
 [ 0.22313751]
 [ 0.92516405]
 [-2.88953749]
 [-0.31931655]
 [-1.88564504]
 [ 0.07064052]
 [ 0.68224145]
 [ 0.87672967]]
Progress: 67.3% ... Training loss: 0.258 ... Validation loss: 0.436[[  2.14498295e-01   4.57005833e-01  -8.43099099e-02   1.64658406e-01
   -3.10881265e-01  -9.10346437e-02  -1.49318720e-01   1.21449423e-01
    2.42106283e-03   2.96487474e-01]
 [  1.20462540e-02   1.19148558e-01  -1.95524910e-02   4.93912104e-02
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    1.46115570e-01  -2.43833701e-02]
 [  2.32723445e-01   6.87229830e-01   1.48015446e-02  -3.98358520e-02
    8.98102247e-01  -3.36278748e-02  -1.09788804e+00  -4.18084548e-02
    8.81247299e-02   3.34269724e-01]
 [  4.65787858e-02  -4.90676530e-01  -1.90826415e-01   2.45396907e-01
   -1.19569755e-01   1.34234617e-01   2.92815351e-01   6.34999307e-02
    1.30792785e-01   3.26638191e-01]
 [ -5.01117608e-02   2.09211268e-02  -1.48142612e-01   4.14777189e-02
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   -1.94252807e-01  -7.14870944e-02]
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   -3.51032494e-01   4.44117074e-02   4.04189286e-01  -4.27095564e-02
   -5.14342344e-02  -6.16813281e-02]
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   -1.90076155e-01   6.56044713e-02  -4.63257301e-02  -3.05798389e-02
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   -2.64631341e-02   3.34922914e-02]
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   -1.74160593e-01  -2.13605990e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94243786e-01  -3.47902745e-01   9.09787566e-02   2.00461329e-01
   -1.83902387e-01  -5.88726041e-02   1.20648636e-01  -2.62939326e-01
   -2.92689712e-01  -1.14790967e-01]
 [  8.09756974e-02  -2.46854482e-01  -3.01403613e-02   8.66103566e-02
   -6.11910507e-02  -8.12650494e-02   3.01710362e-01  -1.15788393e-04
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 [  3.05678480e-02  -1.45014266e-01  -2.13182482e-01   1.36070756e-01
   -8.64299359e-02   8.21049369e-02  -1.20911093e-02  -2.08725174e-02
   -9.39708597e-02  -9.22575137e-03]
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   -2.28539633e-02   1.32505015e-01  -7.31393954e-03  -2.51071848e-01
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 [ -5.40110005e-02  -8.50928786e-02   2.80704624e-01   1.20089675e-01
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 [  7.26914573e-02  -9.51636646e-03   8.97433483e-02   9.36917583e-02
   -6.58182558e-02  -1.97873517e-02   1.43939927e-01   1.19695111e-01
   -1.68829238e-02  -4.42147335e-02]
 [  1.03055217e-02  -1.68105105e-01  -2.94916056e-01  -5.71647471e-02
   -1.03471474e-02  -9.22270624e-02   5.36149097e-02   1.61435140e-01
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 [  6.10679625e-02  -6.55004218e-02  -1.10350407e-01   6.96363678e-02
   -2.53497738e-01   3.12987842e-01   2.87995645e-01   2.04913426e-01
   -1.41103711e-01  -3.80844006e-02]
 [  1.56641374e-02  -6.90546825e-03   1.27299702e-01   1.29962633e-01
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 [  1.11120281e-01   8.04417638e-02  -4.35350986e-02  -9.96377483e-02
   -1.46625479e-01  -3.30474880e-01   1.31880094e-01   7.96156010e-03
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   -9.40251555e-02  -2.01508948e-01  -2.38124201e-03  -2.15158182e-02
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   -3.46117993e-01   6.19184905e-03   9.41819852e-02  -2.71231948e-02
   -2.39872861e-02   2.07868416e-02]
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   -1.77552788e-01  -3.77844721e-01]
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 [  1.41749044e-02  -5.60697352e-01  -4.36680405e-02  -1.02862965e-01
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   -3.62244046e-01  -2.16864560e-01]
 [ -1.78138897e-01  -6.87575807e-01  -1.23425719e-02  -2.09261784e-01
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   -7.24024435e-02   8.61294171e-02]
 [ -3.04375777e-01  -5.18932980e-01   5.41360247e-02  -4.89463403e-02
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   -8.98845221e-02  -1.34760481e-01]
 [ -2.16408893e-01  -3.85856157e-01   2.48623797e-01  -2.51218276e-01
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   -2.64686953e-01  -3.25619697e-02]
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   -2.68134945e-02  -1.37201681e-01]
 [  8.67804702e-02   2.60475458e-01   1.54782267e-01  -1.23541724e-01
   -1.13431159e-01   6.12423486e-02  -1.46871252e-01   2.79126516e-01
    4.67411501e-02   1.54814378e-01]
 [  3.62322448e-01   3.73142199e-01  -7.73941554e-02   3.04919999e-01
   -8.74427667e-01  -2.86622760e-01  -5.08528656e-01   1.77196166e-01
    4.01164960e-01  -4.59501932e-03]
 [  5.72109012e-02   1.07729913e-01   2.58012492e-01   2.56050137e-01
   -2.77422764e-02  -2.01991518e-01  -1.83332001e-01  -1.32401880e-01
   -1.28054850e-01  -2.79311657e-01]
 [  1.98570584e-02  -1.11776220e-01  -1.22453398e-01  -6.36485604e-02
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 [  8.33826041e-03  -4.50849449e-02  -6.64885869e-02  -4.73405098e-02
   -1.21335464e-02  -1.83420511e-01   4.80680360e-02   9.99032039e-03
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 [  3.57838943e-02   1.22785423e-01   2.45555640e-01   7.97484881e-02
   -2.07922190e-01  -1.41573573e-01   5.22025658e-02   3.94654302e-02
   -1.82818542e-01   1.13666481e-01]
 [  8.44898308e-02   8.67687067e-02   1.10051663e-01   1.60579166e-02
   -2.37687144e-01   6.10901799e-02  -1.09328155e-02  -2.71084736e-01
   -8.81510101e-03  -7.72594300e-02]
 [ -3.43905518e-03   1.43216881e-01   8.60149965e-02  -3.11020825e-02
   -6.32054943e-02   1.75604339e-01   3.90283902e-02   1.18092694e-01
   -1.84856438e-02   1.76000376e-01]
 [  2.24301637e-01   1.03977201e-01   2.79322219e-02   7.33765091e-02
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   -5.86140769e-02  -2.55557721e-02]
 [  5.16149444e-02   7.12954228e-02   1.94739975e-02   4.96798583e-02
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 [  6.60769345e-02   4.83866085e-01   1.30505202e-01   4.56497278e-01
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 [  2.29204916e-01   3.18526093e-01   2.41089198e-01   1.32039961e-01
   -5.94803136e-01   8.75438130e-02  -2.01571182e-01   1.60412072e-01
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 [ -8.04837428e-02   2.47589797e-01   2.38278385e-01   7.07420513e-03
   -1.09874039e-01   1.34200266e-01  -1.10466938e-01  -1.61135007e-02
   -3.97881002e-02   4.11811926e-02]
 [ -1.08004849e-01   9.54706323e-03   2.07583891e-02   7.99152135e-02
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   -2.83638324e-01  -1.02693674e-01]
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   -2.13340303e-01   2.66010488e-02]
 [  5.63378850e-03  -4.56451883e-01  -1.29793410e-01  -1.68733999e-01
    3.75126443e-01   2.66480056e-02   2.12833265e-01   1.51603987e-01
   -1.70417980e-01  -2.28148849e-01]
 [  4.23445352e-02  -3.51798148e-01  -1.85171050e-01  -1.20399146e-01
   -3.51282699e-01  -1.01035538e-02   2.51448663e-01  -1.65897636e-01
    4.96446045e-02  -2.63257321e-01]
 [ -8.76422220e-02  -6.04694032e-03   2.76934680e-01   4.78688327e-02
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   -7.32334374e-02  -1.29936421e-02]
 [ -3.16519036e-01  -1.81711367e-02   2.61452968e-02   1.67022002e-02
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   -4.93303056e-02   1.09797039e-01]
 [  1.65167288e-01  -2.76828413e-02  -2.23059384e-01  -3.39942736e-02
    9.23448346e-02  -3.13681767e-01   5.81193112e-02  -1.63920766e-01
    2.86462654e-02  -1.50078461e-01]
 [  2.43662570e-01  -2.16192637e-01   7.69858241e-02   2.51999356e-02
    7.49127651e-02  -5.66077476e-02   1.86270301e-02  -1.33445615e-01
    1.47426473e-01  -1.28127640e-01]
 [ -9.38906027e-02  -9.29724361e-02   1.25084547e-01   1.19843471e-01
    2.86049468e-02  -1.19859592e-01   2.18210832e-01  -7.86047483e-02
    1.84576927e-01   1.18917779e-02]
 [ -9.76311562e-02  -2.77840076e-01   1.57622462e-01  -4.23264793e-01
   -4.70726123e-01   1.65436131e-01   1.99612414e-01  -1.32701591e-01
   -7.88827507e-02   1.13210539e-01]]
[[ 0.62457288]
 [ 1.86651417]
 [ 0.21715994]
 [ 0.91754973]
 [-2.89680997]
 [-0.32400899]
 [-1.89202669]
 [ 0.06427438]
 [ 0.67592719]
 [ 0.86885897]]
Progress: 67.3% ... Training loss: 0.250 ... Validation loss: 0.431[[  2.15929681e-01   4.63090506e-01  -8.38599067e-02   1.66163767e-01
   -3.09487016e-01  -9.17004664e-02  -1.55525588e-01   1.21574794e-01
    3.73772402e-03   2.97923359e-01]
 [  1.15206529e-02   1.17168509e-01  -1.97898455e-02   4.83366345e-02
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 [ -9.45225352e-02  -9.40122785e-02   1.24850357e-01   1.18873994e-01
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    1.83868491e-01   1.10052347e-02]
 [ -9.83121271e-02  -2.79330632e-01   1.57386574e-01  -4.24346225e-01
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   -7.95993877e-02   1.12278804e-01]]
[[ 0.61838956]
 [ 1.86150047]
 [ 0.21096814]
 [ 0.91463843]
 [-2.90717345]
 [-0.32784137]
 [-1.89427354]
 [ 0.05837498]
 [ 0.66942898]
 [ 0.86291949]]
Progress: 67.4% ... Training loss: 0.247 ... Validation loss: 0.430[[  2.14643276e-01   4.60310555e-01  -8.42733725e-02   1.64351110e-01
   -3.03710531e-01  -9.10454587e-02  -1.51524641e-01   1.21461146e-01
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 [  2.29612106e-01   6.78480315e-01   1.37655754e-02  -4.46906676e-02
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    8.48952666e-02   3.30080428e-01]
 [  4.66813822e-02  -4.88385791e-01  -1.90588780e-01   2.46207260e-01
   -1.20957584e-01   1.34136946e-01   2.92434177e-01   6.35541725e-02
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   -5.16386098e-02  -6.18537585e-02]
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   -1.73947540e-01  -2.13551666e-01]
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   -9.41728716e-02  -9.46525594e-03]
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   -1.62814644e-02  -4.33311845e-02]
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   -5.43549963e-03  -9.15496559e-02   5.62800431e-02   1.61274778e-01
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 [  4.13481397e-02  -3.53837892e-01  -1.85498755e-01  -1.21862145e-01
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   -7.17759511e-02  -1.11639695e-02]
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 [ -9.48306098e-02  -9.49261961e-02   1.24746095e-01   1.18435521e-01
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    1.83546890e-01   1.06123166e-02]
 [ -9.93539484e-02  -2.81570655e-01   1.57049909e-01  -4.25899756e-01
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   -8.06413032e-02   1.11004033e-01]]
[[ 0.61765614]
 [ 1.86121455]
 [ 0.20920487]
 [ 0.91274313]
 [-2.90636508]
 [-0.33042675]
 [-1.89796266]
 [ 0.05809646]
 [ 0.66663427]
 [ 0.85884748]]
Progress: 67.5% ... Training loss: 0.247 ... Validation loss: 0.428[[  2.17174926e-01   4.66711374e-01  -8.34225125e-02   1.68011205e-01
   -3.14549569e-01  -9.24142041e-02  -1.57413124e-01   1.21711827e-01
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 [  1.17725577e-02   1.17882870e-01  -1.97029136e-02   4.87354648e-02
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 [  2.31135147e-01   6.81861939e-01   1.42962865e-02  -4.21927872e-02
    8.97804209e-01  -3.30763227e-02  -1.09607008e+00  -4.19885267e-02
    8.66588716e-02   3.32201774e-01]
 [  4.71327492e-02  -4.87661958e-01  -1.90478703e-01   2.46360461e-01
   -1.17925112e-01   1.34002686e-01   2.91018807e-01   6.35846356e-02
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 [ -4.81880033e-02   2.69254319e-02  -1.47475043e-01   4.46136763e-02
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   -1.91968678e-01  -6.88692865e-02]
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   -5.14126089e-02  -6.16126852e-02]
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   -1.73205356e-01  -2.12563682e-01]
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   -1.58559577e-02  -4.27953240e-02]
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   -3.97124104e-03  -9.12822066e-02   5.76017565e-02   1.61228709e-01
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 [  6.30316005e-02  -5.93036745e-02  -1.09585497e-01   7.27480951e-02
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   -1.76897512e-01  -3.77009699e-01]
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 [  1.36366314e-02  -5.62231303e-01  -4.38929325e-02  -1.03804503e-01
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   -3.62917661e-01  -2.17668338e-01]
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   -7.29356668e-02   8.55044009e-02]
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   -9.07195055e-02  -1.35706702e-01]
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 [  3.64777135e-01   3.78392743e-01  -7.65702410e-02   3.08322330e-01
   -8.77756388e-01  -2.87942569e-01  -5.14566972e-01   1.77436825e-01
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 [  5.69090198e-02   1.07269063e-01   2.57907644e-01   2.55590911e-01
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   -9.96739578e-03  -1.83073874e-01   4.90669570e-02   9.93217867e-03
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   -1.83988825e-01   1.12284417e-01]
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   -2.38037866e-01   6.09748252e-02  -1.17012260e-02  -2.71062167e-01
   -8.58381132e-03  -7.69750036e-02]
 [ -3.22126076e-03   1.43892070e-01   8.60617379e-02  -3.08820014e-02
   -6.51816832e-02   1.75483644e-01   3.80475664e-02   1.18101198e-01
   -1.83056756e-02   1.76240229e-01]
 [  2.25061181e-01   1.05843468e-01   2.81763378e-02   7.44424633e-02
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   -5.78691757e-02  -2.45423077e-02]
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 [  4.26436978e-02  -3.49901071e-01  -1.85045902e-01  -1.19828438e-01
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 [ -8.49255725e-02  -2.66433138e-05   2.77938686e-01   5.20734185e-02
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   -7.01631083e-02  -9.35188503e-03]
 [ -3.15543431e-01  -1.56186356e-02   2.64789012e-02   1.80426665e-02
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   -4.83239355e-02   1.11089917e-01]
 [  1.65449254e-01  -2.79726226e-02  -2.23061416e-01  -3.39262912e-02
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 [  2.43057560e-01  -2.16923805e-01   7.68025535e-02   2.43944889e-02
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    1.46804434e-01  -1.28891247e-01]
 [ -9.48278245e-02  -9.58443116e-02   1.24739209e-01   1.18370229e-01
    3.22566784e-02  -1.19371062e-01   2.20641186e-01  -7.87015140e-02
    1.83532818e-01   1.06139506e-02]
 [ -9.88072160e-02  -2.80310443e-01   1.57226079e-01  -4.25131518e-01
   -4.67434498e-01   1.66042296e-01   2.02440276e-01  -1.32830588e-01
   -8.00446540e-02   1.11816415e-01]]
[[ 0.63225413]
 [ 1.87372075]
 [ 0.22251559]
 [ 0.92809628]
 [-2.90028423]
 [-0.31786476]
 [-1.88618842]
 [ 0.07028087]
 [ 0.68126799]
 [ 0.87478798]]
Progress: 67.5% ... Training loss: 0.256 ... Validation loss: 0.434[[  2.15742159e-01   4.63615858e-01  -8.39994928e-02   1.65460196e-01
   -3.06967361e-01  -9.14960341e-02  -1.53741798e-01   1.21532359e-01
    3.48401053e-03   2.97535600e-01]
 [  1.18140368e-02   1.17802438e-01  -1.96970990e-02   4.87644808e-02
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    1.45786857e-01  -2.49927437e-02]
 [  2.30141406e-01   6.77316045e-01   1.38814364e-02  -4.39208641e-02
    9.01376741e-01  -3.25758541e-02  -1.09280231e+00  -4.21112967e-02
    8.55493484e-02   3.30751500e-01]
 [  4.58266355e-02  -4.89296582e-01  -1.90867054e-01   2.44587849e-01
   -1.13103489e-01   1.34634465e-01   2.93880013e-01   6.34282924e-02
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 [ -4.75781307e-02   2.74992150e-02  -1.47147746e-01   4.58252537e-02
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   -1.91106276e-01  -6.77744303e-02]
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   -3.49942571e-01   4.44078189e-02   4.02257958e-01  -4.26953122e-02
   -5.13654677e-02  -6.17285892e-02]
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   -1.80870417e-01   6.66294739e-02  -4.06568074e-02  -3.07814138e-02
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   -2.78504180e-02   3.19845356e-02]
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   -1.74481033e-01  -2.14113294e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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 [ -2.94807616e-01  -3.48415900e-01   9.07542386e-02   1.99550121e-01
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   -2.93459373e-01  -1.15740345e-01]
 [  8.10395086e-02  -2.47351956e-01  -3.01229988e-02   8.67237020e-02
   -6.05787754e-02  -8.12728926e-02   3.02246012e-01  -1.06407532e-04
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 [  3.10463539e-02  -1.42781671e-01  -2.13027413e-01   1.36446006e-01
   -8.53553737e-02   8.19234490e-02  -1.46254992e-02  -2.08182933e-02
   -9.34699814e-02  -8.75682360e-03]
 [ -1.18668739e-01  -1.06526400e-01  -2.00580813e-01   1.60384177e-01
   -2.20159031e-02   1.32516882e-01  -7.96226044e-03  -2.51083173e-01
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 [ -5.46325017e-02  -8.75244221e-02   2.80507505e-01   1.19314549e-01
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 [  7.32702498e-02  -8.01036860e-03   8.99775740e-02   9.45472283e-02
   -6.88197449e-02  -2.01292158e-02   1.41924676e-01   1.19750054e-01
   -1.62792784e-02  -4.33139368e-02]
 [  7.63844879e-03  -1.76431254e-01  -2.95956464e-01  -6.15035028e-02
   -8.82200111e-04  -9.08063745e-02   5.93940704e-02   1.61110597e-01
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 [  6.30118368e-02  -5.96665432e-02  -1.09605616e-01   7.26524164e-02
   -2.62232626e-01   3.11860663e-01   2.82449031e-01   2.05116053e-01
   -1.38822541e-01  -3.54935170e-02]
 [  1.58265303e-02  -6.01917517e-03   1.27331291e-01   1.30157312e-01
   -6.30093867e-03   1.00220673e-01  -6.86432240e-02  -4.10368596e-02
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   -1.40262148e-01  -3.29626924e-01   1.35955960e-01   7.79360752e-03
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   -9.40291568e-02  -2.01485136e-01  -2.30703593e-03  -2.15184883e-02
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   -3.45165645e-01   6.07277776e-03   9.37658144e-02  -2.71091260e-02
   -2.38619903e-02   2.11403586e-02]
 [ -2.71229228e-02  -1.85282573e-01  -7.39173423e-02  -1.19839318e-01
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   -1.77226395e-01  -3.77372690e-01]
 [ -1.70630915e-02  -5.05107529e-01  -3.18939998e-02  -7.40818871e-02
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    2.91071137e-02  -3.91486126e-01]
 [  1.32418213e-02  -5.63124386e-01  -4.40293469e-02  -1.04382463e-01
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   -3.63339931e-01  -2.18206765e-01]
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   -7.33984105e-02   8.49559090e-02]
 [ -3.04885575e-01  -5.20386740e-01   5.39801533e-02  -4.96806706e-02
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   -9.04163265e-02  -1.35328104e-01]
 [ -2.17505783e-01  -3.88431434e-01   2.48239296e-01  -2.52845758e-01
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   -2.65895010e-01  -3.40132035e-02]
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   -2.77321550e-02  -1.38389431e-01]
 [  8.78157017e-02   2.64005608e-01   1.55176835e-01  -1.21914277e-01
   -1.19099868e-01   6.06625685e-02  -1.50004718e-01   2.79226166e-01
    4.79908623e-02   1.56185722e-01]
 [  3.65749002e-01   3.81188808e-01  -7.62458198e-02   3.09597892e-01
   -8.79712346e-01  -2.88366535e-01  -5.17313117e-01   1.77541777e-01
    4.04660003e-01   4.58226159e-06]
 [  5.69975661e-02   1.07169229e-01   2.57944807e-01   2.55730685e-01
   -2.71335547e-02  -2.01895920e-01  -1.82947387e-01  -1.32420430e-01
   -1.28267694e-01  -2.79534137e-01]
 [  2.00548200e-02  -1.11715869e-01  -1.22405340e-01  -6.33959315e-02
    2.23228621e-01   3.98543061e-02  -1.11724088e-02  -1.86226302e-01
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 [  7.45531926e-03  -4.72030905e-02  -6.67578612e-02  -4.85235459e-02
   -9.14269748e-03  -1.83007446e-01   4.93652391e-02   9.91604236e-03
    3.85311761e-02   5.88901218e-03]
 [  3.47282306e-02   1.20216014e-01   2.45156153e-01   7.81191540e-02
   -2.03992042e-01  -1.41061703e-01   5.40252151e-02   3.93500701e-02
   -1.84071871e-01   1.12170969e-01]
 [  8.41234293e-02   8.62991077e-02   1.09926860e-01   1.55252437e-02
   -2.36237011e-01   6.12611416e-02  -1.06112458e-02  -2.71126640e-01
   -9.22995305e-03  -7.77860962e-02]
 [ -3.13987284e-03   1.44121582e-01   8.60923938e-02  -3.07751272e-02
   -6.49905584e-02   1.75443601e-01   3.78327291e-02   1.18110387e-01
   -1.82058317e-02   1.76408072e-01]
 [  2.25155083e-01   1.06464564e-01   2.82258857e-02   7.46116821e-02
    5.90897651e-03  -2.64209640e-02  -2.35297120e-01   1.47785337e-01
   -5.76923244e-02  -2.43668304e-02]
 [  5.03150723e-02   6.81206994e-02   1.90083994e-02   4.76769418e-02
   -4.73987637e-01  -1.26036467e-01  -2.58827505e-01   4.11409252e-02
    1.21801997e-01   1.98151897e-01]
 [  6.70694176e-02   4.86207971e-01   1.30857322e-01   4.57944749e-01
   -1.47091340e+00  -3.00029512e-01  -5.22981080e-01  -7.00775730e-02
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   -1.26278247e+00  -8.08335154e-02  -4.11600642e-01   1.51142174e-01
    2.23807712e-01   4.76456622e-01]
 [  2.27500981e-01   3.14142767e-01   2.40484081e-01   1.29468493e-01
   -5.91054089e-01   8.84363026e-02  -1.97415336e-01   1.60235092e-01
    2.26826249e-01   6.06659760e-02]
 [ -7.96456385e-02   2.50149915e-01   2.38578107e-01   8.31980277e-03
   -1.13799924e-01   1.33746895e-01  -1.12799172e-01  -1.60337900e-02
   -3.88860339e-02   4.23144402e-02]
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   -7.37095365e-02   1.19950821e-01   2.26942031e-01   1.86465858e-02
   -2.83804726e-01  -1.02942553e-01]
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   -2.14248754e-01   2.55095043e-02]
 [  6.16575222e-03  -4.55927458e-01  -1.29618531e-01  -1.67934351e-01
    3.72776770e-01   2.63634239e-02   2.11651216e-01   1.51656112e-01
   -1.69856689e-01  -2.27425252e-01]
 [  4.17070291e-02  -3.51793353e-01  -1.85359552e-01  -1.21197056e-01
   -3.59555767e-01  -9.81047378e-03   2.51680066e-01  -1.65979339e-01
    4.91299274e-02  -2.63968595e-01]
 [ -8.49645779e-02   7.35940482e-05   2.77892873e-01   5.19408288e-02
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   -7.04087790e-02  -9.47704914e-03]
 [ -3.16108229e-01  -1.68924460e-02   2.62548657e-02   1.70536042e-02
    1.59936172e-01  -1.92487129e-01   5.76022396e-04   2.35986071e-01
   -4.89866086e-02   1.10139109e-01]
 [  1.64293977e-01  -3.12164937e-02  -2.23453740e-01  -3.56250636e-02
    1.00767888e-01  -3.13128236e-01   6.12716003e-02  -1.64043555e-01
    2.76375391e-02  -1.51574856e-01]
 [  2.42417637e-01  -2.18972560e-01   7.65469206e-02   2.33155713e-02
    8.22275706e-02  -5.59075633e-02   2.11680472e-02  -1.33584535e-01
    1.46015887e-01  -1.29840990e-01]
 [ -9.45001321e-02  -9.50003617e-02   1.24865388e-01   1.18852975e-01
    3.15773647e-02  -1.19537015e-01   2.19496632e-01  -7.86600999e-02
    1.83819450e-01   1.10947738e-02]
 [ -9.93477997e-02  -2.82130307e-01   1.57037732e-01  -4.25952741e-01
   -4.66512383e-01   1.66304553e-01   2.04568887e-01  -1.32889767e-01
   -8.05801634e-02   1.11116294e-01]]
[[ 0.62013574]
 [ 1.86802082]
 [ 0.21159899]
 [ 0.91738363]
 [-2.91335186]
 [-0.32948755]
 [-1.90255057]
 [ 0.05893205]
 [ 0.66905943]
 [ 0.86268739]]
Progress: 67.5% ... Training loss: 0.247 ... Validation loss: 0.425[[  2.16537428e-01   4.66318836e-01  -8.37565621e-02   1.66381585e-01
   -3.07557887e-01  -9.17397874e-02  -1.56247288e-01   1.21587523e-01
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 [ -9.32712656e-02  -9.23352942e-02   1.25331342e-01   1.20818132e-01
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    1.85181207e-01   1.30044152e-02]
 [ -9.95753805e-02  -2.81909705e-01   1.56946123e-01  -4.26525193e-01
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   -8.09264657e-02   1.10957359e-01]]
[[ 0.62272411]
 [ 1.87025273]
 [ 0.21713409]
 [ 0.92037893]
 [-2.91157977]
 [-0.32633556]
 [-1.89676072]
 [ 0.06231655]
 [ 0.67212013]
 [ 0.86445997]]
Progress: 67.6% ... Training loss: 0.248 ... Validation loss: 0.426[[  2.16382578e-01   4.65264165e-01  -8.38127033e-02   1.66240241e-01
   -3.06547897e-01  -9.16530399e-02  -1.54289934e-01   1.21584127e-01
    3.97823531e-03   2.98323958e-01]
 [  1.17888185e-02   1.17859475e-01  -1.97018049e-02   4.87320351e-02
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    1.45770796e-01  -2.49745966e-02]
 [  2.29624442e-01   6.74296356e-01   1.34861176e-02  -4.55386956e-02
    9.02940215e-01  -3.20029632e-02  -1.09203446e+00  -4.21953518e-02
    8.44377121e-02   3.30011627e-01]
 [  4.27996444e-02  -4.95575875e-01  -1.91842250e-01   2.40477165e-01
   -1.05820534e-01   1.36411296e-01   3.00426261e-01   6.30677490e-02
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 [ -4.87261966e-02   2.32305837e-02  -1.47562697e-01   4.46251256e-02
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   -1.91959196e-01  -6.90633923e-02]
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   -5.14929640e-02  -6.21016776e-02]
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   -1.74443742e-01  -2.14208228e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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   -2.93087409e-01  -1.15369207e-01]
 [  8.03891993e-02  -2.48575423e-01  -3.03425083e-02   8.58029335e-02
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 [  3.19773056e-02  -1.40307942e-01  -2.12681660e-01   1.37795688e-01
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   -9.25239094e-02  -7.42710134e-03]
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 [  7.23537110e-02  -1.13963405e-02   8.96213464e-02   9.31329877e-02
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   -1.73273797e-02  -4.45473633e-02]
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 [ -3.14760240e-01  -1.44732932e-02   2.66902015e-02   1.91017460e-02
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 [  1.63846962e-01  -3.34478568e-02  -2.23646320e-01  -3.63581516e-02
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 [  2.42262474e-01  -2.19244559e-01   7.65456126e-02   2.31102826e-02
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 [ -9.37219389e-02  -9.40610588e-02   1.25171972e-01   1.20266703e-01
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    1.84716771e-01   1.23064309e-02]
 [ -9.95513900e-02  -2.81848279e-01   1.56963631e-01  -4.26470270e-01
   -4.64988962e-01   1.66439260e-01   2.04799500e-01  -1.32917130e-01
   -8.08132634e-02   1.11074451e-01]]
[[ 0.62411015]
 [ 1.87218959]
 [ 0.22000517]
 [ 0.92079016]
 [-2.909674  ]
 [-0.32620249]
 [-1.89962043]
 [ 0.06455981]
 [ 0.67344233]
 [ 0.86614199]]
Progress: 67.7% ... Training loss: 0.249 ... Validation loss: 0.426[[  2.12749808e-01   4.55351328e-01  -8.52427670e-02   1.60313275e-01
   -2.92083580e-01  -8.95183510e-02  -1.46100431e-01   1.21165801e-01
   -3.44572352e-04   2.93388710e-01]
 [  1.11898776e-02   1.16487199e-01  -1.99360332e-02   4.78149011e-02
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 [  2.27909655e-01   6.66190697e-01   1.27330090e-02  -4.86801123e-02
    9.14543002e-01  -3.10407225e-02  -1.08612346e+00  -4.23921272e-02
    8.24296968e-02   3.27845532e-01]
 [  4.39220563e-02  -4.92776826e-01  -1.91471929e-01   2.42246854e-01
   -1.12619314e-01   1.35971033e-01   2.97479165e-01   6.31685403e-02
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 [ -4.92268882e-02   2.31301490e-02  -1.47606170e-01   4.42934508e-02
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   -1.92338832e-01  -6.96304899e-02]
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   -5.24676039e-02  -6.32836514e-02]
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   -1.80979785e-01   6.68108683e-02  -3.80306449e-02  -3.08317356e-02
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   -1.74024430e-01  -2.13691988e-01]
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 [  8.00864201e-02  -2.49147827e-01  -3.04640383e-02   8.53584832e-02
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 [  3.12532651e-02  -1.41932113e-01  -2.12931109e-01   1.36744042e-01
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   -9.32950574e-02  -8.42007526e-03]
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 [  7.25623351e-02  -1.13795394e-02   8.96672694e-02   9.32962725e-02
   -6.59323145e-02  -1.95814656e-02   1.44061759e-01   1.19655855e-01
   -1.71212500e-02  -4.41881687e-02]
 [  6.49400289e-03  -1.80217355e-01  -2.96454608e-01  -6.34838050e-02
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 [  6.17382987e-02  -6.35323325e-02  -1.10100345e-01   7.04472602e-02
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   -1.40382011e-01  -3.74319264e-02]
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   -1.77462008e-01  -3.77718984e-01]
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 [  1.31817728e-02  -5.63742803e-01  -4.40513021e-02  -1.04447069e-01
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   -3.63380983e-01  -2.18222721e-01]
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   -7.32912898e-02   8.51075752e-02]
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   -9.00131170e-02  -1.34826256e-01]
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   -2.65911673e-01  -3.40473265e-02]
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 [  3.65896849e-01   3.82502989e-01  -7.62058913e-02   3.09639971e-01
   -8.81582751e-01  -2.88238117e-01  -5.17874240e-01   1.77541178e-01
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 [  5.67702263e-02   1.06240316e-01   2.57894702e-01   2.55350144e-01
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   -8.43679418e-03  -1.83026693e-01   4.85471979e-02   9.90339403e-03
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   -2.04100740e-01  -1.41395196e-01   5.25615592e-02   3.94129443e-02
   -1.83392050e-01   1.13004535e-01]
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   -8.46131255e-03  -7.68065086e-02]
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 [ -9.99736609e-02  -2.83602355e-01   1.56782582e-01  -4.27298578e-01
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   -8.13301463e-02   1.10799922e-01]]
[[ 0.60582187]
 [ 1.8568955 ]
 [ 0.20600082]
 [ 0.9051282 ]
 [-2.91697938]
 [-0.33857081]
 [-1.91151589]
 [ 0.05005283]
 [ 0.65667999]
 [ 0.84912383]]
Progress: 67.7% ... Training loss: 0.250 ... Validation loss: 0.431[[  2.11806825e-01   4.52433196e-01  -8.55347370e-02   1.58893336e-01
   -2.89244899e-01  -8.89766533e-02  -1.40603317e-01   1.21078486e-01
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    8.46103555e-02   3.29698813e-01]
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   -1.68292554e-02  -4.37961226e-02]
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[[ 0.6076997 ]
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 [ 0.65861299]
 [ 0.85248697]]
Progress: 67.8% ... Training loss: 0.250 ... Validation loss: 0.427[[  2.14165241e-01   4.59342015e-01  -8.46963067e-02   1.62346052e-01
   -2.95232451e-01  -9.02892618e-02  -1.46258505e-01   1.21278278e-01
    1.16672699e-03   2.94696602e-01]
 [  1.04950696e-02   1.14525828e-01  -2.01460615e-02   4.68531719e-02
    6.83599482e-02  -6.44747112e-03   3.45844857e-01   4.03709922e-02
    1.44493400e-01  -2.66741709e-02]
 [  2.28736811e-01   6.67709990e-01   1.29943196e-02  -4.78562476e-02
    9.09368622e-01  -3.15053469e-02  -1.08858626e+00  -4.23448939e-02
    8.31368678e-02   3.27774237e-01]
 [  4.56177546e-02  -4.88509589e-01  -1.90831799e-01   2.45353649e-01
   -1.22083147e-01   1.35149519e-01   2.94322312e-01   6.33345448e-02
    1.30075036e-01   3.26133807e-01]
 [ -4.80080902e-02   2.32918841e-02  -1.47246641e-01   4.57716076e-02
   -1.04981908e-01  -1.80479113e-01   1.87497457e-01  -1.14859077e-01
   -1.90913642e-01  -6.83817564e-02]
 [ -4.06246843e-01  -6.80853208e-01  -3.07648593e-01   1.27668275e-01
   -3.49352873e-01   4.49709243e-02   4.04244733e-01  -4.28078403e-02
   -5.25802490e-02  -6.34327047e-02]
 [ -8.87644879e-03  -3.44152552e-01   8.05219927e-03   7.92530700e-02
   -1.38765479e-01  -7.13732233e-02   1.77987202e-01  -1.93962844e-01
    1.97532379e-01   5.15050737e-02]
 [  9.93325810e-02  -4.13975385e-01   2.43573111e-02  -9.47654306e-02
   -1.61713839e-01  -4.29092688e-02   1.07430207e-01   1.12761311e-01
    6.90044622e-02  -2.86275282e-02]
 [ -1.78364842e-01  -2.22173441e-01  -3.01244652e-01  -2.18451864e-02
   -1.83698874e-01   6.64543439e-02  -3.92502655e-02  -3.07843763e-02
    2.76039020e-01  -1.32610395e-01]
 [  1.45762953e-02  -5.17183303e-01   6.12158347e-02  -9.46641654e-02
   -4.51081442e-01  -9.71696404e-02   2.06569344e-01  -1.20008556e-01
   -2.95323535e-02   2.95493046e-02]
 [ -7.30132610e-02  -2.15944618e-01   9.48602732e-03  -1.15485210e-01
   -2.69434590e-01   1.17633074e-03   2.61105690e-01  -1.02297316e-01
    1.13977012e-02  -9.15427560e-02]
 [ -1.38140430e-01  -3.27537520e-01  -7.28723350e-02   2.26354133e-02
    1.46664206e-01   1.04074543e-01   2.63274083e-01  -1.80181910e-02
   -1.73405207e-01  -2.12969080e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94711192e-01  -3.48015959e-01   9.08110582e-02   1.99884189e-01
   -1.83234218e-01  -5.85976934e-02   1.20833819e-01  -2.63005263e-01
   -2.93416794e-01  -1.15807485e-01]
 [  8.02740797e-02  -2.48864489e-01  -3.03895285e-02   8.57974786e-02
   -6.01140351e-02  -8.08686428e-02   3.03563763e-01  -1.86008858e-04
    3.33999745e-03  -2.84252447e-02]
 [  3.11316107e-02  -1.42346810e-01  -2.12969393e-01   1.36621021e-01
   -8.69641960e-02   8.17981836e-02  -1.48263437e-02  -2.08048078e-02
   -9.34293517e-02  -8.57077412e-03]
 [ -1.20337050e-01  -1.10980030e-01  -2.01121080e-01   1.57951797e-01
   -1.57850048e-02   1.33258094e-01  -3.56280307e-03  -2.51223214e-01
    7.37171764e-02  -1.89991054e-01]
 [ -5.24496873e-02  -8.21045630e-02   2.81282471e-01   1.22353369e-01
    2.98283223e-02  -6.99956387e-02  -1.07962318e-01   1.21262448e-01
    9.52828459e-02   7.16387240e-02]
 [  7.25404686e-02  -1.12959884e-02   8.96471197e-02   9.30201600e-02
   -6.64414856e-02  -1.95579797e-02   1.43276071e-01   1.19647933e-01
   -1.72320437e-02  -4.42662297e-02]
 [  7.91701876e-03  -1.76602027e-01  -2.95974832e-01  -6.12743803e-02
   -4.22242147e-03  -9.09466768e-02   5.68490041e-02   1.61081399e-01
    1.00994614e-01  -4.33041332e-02]
 [  6.19151098e-02  -6.40174389e-02  -1.10059971e-01   7.05411690e-02
   -2.57534969e-01   3.12577934e-01   2.86537513e-01   2.04972885e-01
   -1.40241665e-01  -3.75645722e-02]
 [  1.68672611e-02  -3.89376406e-03   1.27678928e-01   1.31629819e-01
   -9.99232772e-03   9.97079988e-02  -6.80024820e-02  -4.09152241e-02
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 [  1.09803443e-01   7.59843754e-02  -4.39824928e-02  -1.01518212e-01
   -1.40952398e-01  -3.29851296e-01   1.35931001e-01   7.81847208e-03
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 [ -1.15562232e-01  -1.22128584e-01  -1.95917107e-02   7.46301841e-03
   -9.45587064e-02  -2.01103397e-01   6.32180084e-04  -2.16136637e-02
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 [ -1.71597700e-01  -1.53078875e-01  -2.07708739e-01  -3.75833999e-02
   -3.46379894e-01   5.93373860e-03   9.32293022e-02  -2.70832705e-02
   -2.35427799e-02   2.15011056e-02]
 [ -2.77932348e-02  -1.87982349e-01  -7.41983860e-02  -1.21054924e-01
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   -1.78061733e-01  -3.78504408e-01]
 [ -1.65586826e-02  -5.05022328e-01  -3.17345222e-02  -7.33459951e-02
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    2.96597858e-02  -3.90757223e-01]
 [  1.36570702e-02  -5.63395950e-01  -4.38923181e-02  -1.03765761e-01
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   -3.62857944e-01  -2.17555314e-01]
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   -7.36012796e-02   8.46962552e-02]
 [ -3.04566072e-01  -5.20298366e-01   5.40919130e-02  -4.90492858e-02
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   -8.99413592e-02  -1.34733883e-01]
 [ -2.17080991e-01  -3.88123911e-01   2.48410211e-01  -2.52107399e-01
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   -2.65371835e-01  -3.33362823e-02]
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   -2.87634975e-02  -1.39600087e-01]
 [  8.76431348e-02   2.64554123e-01   1.55116874e-01  -1.22178444e-01
   -1.20080518e-01   6.07624056e-02  -1.50682429e-01   2.79198103e-01
    4.77055304e-02   1.55930158e-01]
 [  3.65619358e-01   3.81612631e-01  -7.63196643e-02   3.08930391e-01
   -8.81806785e-01  -2.87971079e-01  -5.16978911e-01   1.77508109e-01
    4.04450511e-01  -3.72436879e-04]
 [  5.64372886e-02   1.05052523e-01   2.57781852e-01   2.54819720e-01
   -2.42821367e-02  -2.01570261e-01  -1.81379174e-01  -1.32474693e-01
   -1.28883719e-01  -2.80385018e-01]
 [  1.98234966e-02  -1.13454477e-01  -1.22508420e-01  -6.38799429e-02
    2.25277671e-01   3.99203095e-02  -1.00790277e-02  -1.86255576e-01
    2.57060874e-02   1.98110322e-01]
 [  6.66298468e-03  -5.02823929e-02  -6.70563229e-02  -4.98449372e-02
   -3.77752510e-03  -1.82657233e-01   5.09893815e-02   9.83831289e-03
    3.76151347e-02   4.68738362e-03]
 [  3.56771111e-02   1.23532702e-01   2.45485477e-01   7.95656199e-02
   -2.04152663e-01  -1.41564678e-01   5.14228107e-02   3.94326487e-02
   -1.83082400e-01   1.13379571e-01]
 [  8.48109396e-02   8.77721245e-02   1.10126502e-01   1.63664450e-02
   -2.38466071e-01   6.08751536e-02  -1.24330629e-02  -2.71067144e-01
   -8.54384006e-03  -7.69158223e-02]
 [ -2.99422870e-03   1.44621305e-01   8.61040602e-02  -3.07271606e-02
   -6.55202523e-02   1.75344475e-01   3.70373345e-02   1.18114472e-01
   -1.81298930e-02   1.76473022e-01]
 [  2.26283079e-01   1.09697816e-01   2.86553261e-02   7.64093858e-02
   -2.55179326e-04  -2.70736870e-02  -2.37254239e-01   1.47913993e-01
   -5.62774937e-02  -2.26442174e-02]
 [  5.15792755e-02   7.20362413e-02   1.94736387e-02   4.96583705e-02
   -4.77825052e-01  -1.26792766e-01  -2.62374627e-01   4.12733531e-02
    1.23179885e-01   1.99916561e-01]
 [  6.66128853e-02   4.85292559e-01   1.30658406e-01   4.57101795e-01
   -1.47073138e+00  -2.99711860e-01  -5.22944629e-01  -7.01296887e-02
    3.11707057e-01   3.54083324e-01]
 [  1.75264399e-01   4.91003947e-01   6.90047939e-02   4.38380829e-01
   -1.26119974e+00  -7.96765894e-02  -4.05279490e-01   1.50915557e-01
    2.21515542e-01   4.73312803e-01]
 [  2.27107885e-01   3.13825123e-01   2.40355185e-01   1.29183926e-01
   -5.92403888e-01   8.85781123e-02  -1.96408065e-01   1.60184598e-01
    2.26427055e-01   6.01612817e-02]
 [ -7.95940284e-02   2.50377159e-01   2.38591766e-01   8.42864289e-03
   -1.14974125e-01   1.33706935e-01  -1.12486322e-01  -1.60357765e-02
   -3.88176630e-02   4.22867614e-02]
 [ -1.08409344e-01   8.46335357e-03   2.06045003e-02   7.92977961e-02
   -7.26824623e-02   1.20086391e-01   2.27774204e-01   1.86227305e-02
   -2.84071268e-01  -1.03291796e-01]
 [ -2.28981102e-01  -6.95335061e-02  -9.67600162e-02  -3.53605679e-01
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   -2.14001402e-01   2.59270374e-02]
 [  5.92285108e-03  -4.56982440e-01  -1.29694329e-01  -1.68286437e-01
    3.73814196e-01   2.64909262e-02   2.12374303e-01   1.51637086e-01
   -1.70123973e-01  -2.27722552e-01]
 [  3.90705422e-02  -3.58029371e-01  -1.86351264e-01  -1.25488854e-01
   -3.56749919e-01  -8.21790682e-03   2.57481111e-01  -1.66260658e-01
    4.63816703e-02  -2.67745005e-01]
 [ -8.60328982e-02  -4.40152672e-03   2.77558179e-01   5.05994211e-02
    1.39267195e-01   5.99646101e-02   5.15523289e-02  -2.93363822e-01
   -7.14643146e-02  -1.09393672e-02]
 [ -3.12136428e-01  -8.46583117e-03   2.76136798e-02   2.29067317e-02
    1.42044481e-01  -1.94648765e-01  -7.45901729e-03   2.36341769e-01
   -4.47922787e-02   1.14766310e-01]
 [  1.62989802e-01  -3.52839269e-02  -2.23960767e-01  -3.74587381e-02
    1.05625769e-01  -3.12486617e-01   6.45872570e-02  -1.64184562e-01
    2.60003826e-02  -1.53763189e-01]
 [  2.40973019e-01  -2.22744935e-01   7.60838676e-02   2.10409967e-02
    8.88091397e-02  -5.51326728e-02   2.35920572e-02  -1.33721026e-01
    1.44353929e-01  -1.32065980e-01]
 [ -9.28481444e-02  -9.15841097e-02   1.25476073e-01   1.21578173e-01
    2.57503287e-02  -1.20460459e-01   2.15597271e-01  -7.85060648e-02
    1.85515983e-01   1.34187720e-02]
 [ -9.95868380e-02  -2.83196296e-01   1.56897764e-01  -4.27038950e-01
   -4.65743399e-01   1.66517390e-01   2.05894281e-01  -1.32951223e-01
   -8.07844635e-02   1.11526271e-01]]
[[ 0.61107822]
 [ 1.86283713]
 [ 0.21143263]
 [ 0.91216139]
 [-2.91290062]
 [-0.33391654]
 [-1.90576344]
 [ 0.0576311 ]
 [ 0.66297717]
 [ 0.85852143]]
Progress: 67.8% ... Training loss: 0.247 ... Validation loss: 0.428[[  2.13663547e-01   4.58214760e-01  -8.48789158e-02   1.61455821e-01
   -2.92663473e-01  -8.99376084e-02  -1.44263003e-01   1.21232085e-01
    5.07787373e-04   2.93932689e-01]
 [  1.10188081e-02   1.15969400e-01  -1.99573117e-02   4.76783500e-02
    6.58399837e-02  -6.75362278e-03   3.44373897e-01   4.04205860e-02
    1.45062707e-01  -2.59533407e-02]
 [  2.29709480e-01   6.70470229e-01   1.33035181e-02  -4.63309711e-02
    9.06023176e-01  -3.19291886e-02  -1.09278493e+00  -4.22635742e-02
    8.40845366e-02   3.29094961e-01]
 [  4.90915239e-02  -4.78265324e-01  -1.89626778e-01   2.50407071e-01
   -1.30958537e-01   1.33479779e-01   2.82574137e-01   6.36449526e-02
    1.33702157e-01   3.29917625e-01]
 [ -4.76318254e-02   2.34354632e-02  -1.47094655e-01   4.64638137e-02
   -1.08627267e-01  -1.80821331e-01   1.88068052e-01  -1.14796740e-01
   -1.90598747e-01  -6.75366129e-02]
 [ -4.07170184e-01  -6.84142703e-01  -3.07987156e-01   1.26223243e-01
   -3.47620381e-01   4.54240560e-02   4.07914657e-01  -4.28906823e-02
   -5.36291479e-02  -6.44974744e-02]
 [ -7.25367537e-03  -3.39886607e-01   8.64078909e-03   8.17712625e-02
   -1.46363791e-01  -7.22240818e-02   1.74208103e-01  -1.93805184e-01
    1.99257758e-01   5.37193198e-02]
 [  9.87881119e-02  -4.16153011e-01   2.41214851e-02  -9.56961254e-02
   -1.58110881e-01  -4.25375071e-02   1.08687521e-01   1.12697054e-01
    6.82712587e-02  -2.94205820e-02]
 [ -1.78333541e-01  -2.21880842e-01  -3.01228739e-01  -2.18301729e-02
   -1.83984371e-01   6.64461875e-02  -3.95008878e-02  -3.07821037e-02
    2.76085658e-01  -1.32592393e-01]
 [  1.47554063e-02  -5.17363299e-01   6.12539244e-02  -9.44090903e-02
   -4.51553262e-01  -9.71266105e-02   2.06507903e-01  -1.20005487e-01
   -2.95486394e-02   2.96649473e-02]
 [ -7.26875289e-02  -2.15332967e-01   9.59197213e-03  -1.15103549e-01
   -2.71948146e-01   9.57669420e-04   2.60452256e-01  -1.02261305e-01
    1.17054011e-02  -9.10735128e-02]
 [ -1.38459009e-01  -3.28877751e-01  -7.29862544e-02   2.21561558e-02
    1.47101223e-01   1.04216053e-01   2.64886475e-01  -1.80444368e-02
   -1.73706705e-01  -2.13179541e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94584996e-01  -3.48012387e-01   9.08573548e-02   2.00062369e-01
   -1.84084021e-01  -5.86805214e-02   1.20816505e-01  -2.62990763e-01
   -2.93274143e-01  -1.15580513e-01]
 [  8.06029275e-02  -2.48359363e-01  -3.02783224e-02   8.63195590e-02
   -6.08033442e-02  -8.10349135e-02   3.03165889e-01  -1.55874833e-04
    3.62929509e-03  -2.81333996e-02]
 [  3.00395434e-02  -1.45696703e-01  -2.13368231e-01   1.34902939e-01
   -8.47454660e-02   8.23469445e-02  -1.11329435e-02  -2.09049586e-02
   -9.45978894e-02  -9.76121514e-03]
 [ -1.20424675e-01  -1.11333542e-01  -2.01143726e-01   1.57819068e-01
   -1.55101296e-02   1.33302439e-01  -3.22543743e-03  -2.51231417e-01
    7.36190502e-02  -1.90132365e-01]
 [ -5.09318769e-02  -7.77337619e-02   2.81825086e-01   1.24696819e-01
    2.25939378e-02  -7.07877356e-02  -1.11930120e-01   1.21409176e-01
    9.68882701e-02   7.37158058e-02]
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   -6.42633416e-02  -1.92390999e-02   1.45019694e-01   1.19594984e-01
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   -7.09835481e-02  -1.03156850e-02]
 [ -3.12051315e-01  -8.21812515e-03   2.76405088e-02   2.30241307e-02
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 [  1.63374635e-01  -3.51397460e-02  -2.23832112e-01  -3.68716399e-02
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 [  2.39804888e-01  -2.26689225e-01   7.56322307e-02   1.91141800e-02
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 [ -9.29430445e-02  -9.14180089e-02   1.25428244e-01   1.21307498e-01
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    1.85384129e-01   1.31244715e-02]
 [ -1.00524767e-01  -2.85549975e-01   1.56556310e-01  -4.28436130e-01
   -4.61632116e-01   1.67081447e-01   2.07984826e-01  -1.33047398e-01
   -8.18952797e-02   1.10304618e-01]]
[[ 0.61234756]
 [ 1.86188667]
 [ 0.21156387]
 [ 0.91454024]
 [-2.91227555]
 [-0.33418301]
 [-1.90551868]
 [ 0.05647421]
 [ 0.66522462]
 [ 0.8599516 ]]
Progress: 67.8% ... Training loss: 0.247 ... Validation loss: 0.429[[  2.11976308e-01   4.53695115e-01  -8.54786142e-02   1.58796413e-01
   -2.86405378e-01  -8.89887899e-02  -1.39399116e-01   1.21082531e-01
   -1.22244471e-03   2.91851920e-01]
 [  1.13223105e-02   1.16583537e-01  -1.98278852e-02   4.82366044e-02
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    1.45461677e-01  -2.54426947e-02]
 [  2.30328024e-01   6.70330559e-01   1.35230062e-02  -4.54777792e-02
    9.04313486e-01  -3.21932647e-02  -1.09281891e+00  -4.22031046e-02
    8.47685276e-02   3.29960266e-01]
 [  5.16247062e-02  -4.72840295e-01  -1.88759817e-01   2.54145295e-01
   -1.38388877e-01   1.32130441e-01   2.76565714e-01   6.38693538e-02
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 [ -4.60720009e-02   2.75095021e-02  -1.46492197e-01   4.90612351e-02
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   -1.88753326e-01  -6.51912297e-02]
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   -5.37269531e-02  -6.44541442e-02]
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   -1.72662621e-01  -2.11858632e-01]
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 [  2.92582425e-02  -1.47692800e-01  -2.13638590e-01   1.33705567e-01
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   -9.54667993e-02  -1.07873452e-02]
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   -1.79701920e-02  -4.50319033e-02]
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 [  6.21231859e-02  -6.33669596e-02  -1.10022902e-01   7.06958837e-02
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   -1.78096589e-01  -3.78536677e-01]
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 [  1.38508306e-02  -5.63510901e-01  -4.38384346e-02  -1.03492515e-01
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   -3.62661935e-01  -2.17282799e-01]
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   -9.05365188e-02  -1.35518926e-01]
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   -2.65248276e-01  -3.31346357e-02]
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 [  3.66080951e-01   3.83153105e-01  -7.61771702e-02   3.09589722e-01
   -8.83418978e-01  -2.88192114e-01  -5.18577920e-01   1.77549970e-01
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 [  5.70406197e-02   1.06228763e-01   2.57995421e-01   2.55716245e-01
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   -1.28210496e-01  -2.79531791e-01]
 [  2.00096538e-02  -1.13306961e-01  -1.22434335e-01  -6.35986077e-02
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   -4.88425680e-03  -1.82756131e-01   5.02619729e-02   9.85602784e-03
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 [  3.54001561e-02   1.22799113e-01   2.45381516e-01   7.91206177e-02
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   -1.83459849e-01   1.12886823e-01]
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   -2.39456296e-01   6.06335403e-02  -1.32365773e-02  -2.71030195e-01
   -8.08688531e-03  -7.64326591e-02]
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   -6.54963634e-02   1.75283131e-01   3.70694101e-02   1.18126703e-01
   -1.80412385e-02   1.76613546e-01]
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   -4.56529228e-03  -2.75332424e-02  -2.40148186e-01   1.47995673e-01
   -5.53026294e-02  -2.13342547e-02]
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   -7.14942683e-02  -1.09780582e-02]
 [ -3.11466218e-01  -7.16750910e-03   2.78243277e-02   2.38664095e-02
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 [ -9.22334615e-02  -9.00738990e-02   1.25669291e-01   1.22307982e-01
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    1.86081306e-01   1.40363514e-02]
 [ -1.00487151e-01  -2.85416287e-01   1.56576857e-01  -4.28398820e-01
   -4.61921126e-01   1.67046509e-01   2.07927262e-01  -1.33040314e-01
   -8.18431078e-02   1.10546822e-01]]
[[ 0.6104557 ]
 [ 1.86043075]
 [ 0.21038892]
 [ 0.91479527]
 [-2.91150355]
 [-0.33498524]
 [-1.9054893 ]
 [ 0.05628716]
 [ 0.66404628]
 [ 0.8594284 ]]
Progress: 67.9% ... Training loss: 0.248 ... Validation loss: 0.431[[  2.13984956e-01   4.58462423e-01  -8.48251955e-02   1.61768520e-01
   -2.92549419e-01  -8.99582910e-02  -1.42795382e-01   1.21264876e-01
    9.77884900e-04   2.94682289e-01]
 [  1.15103497e-02   1.17027074e-01  -1.97548784e-02   4.85413858e-02
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    1.45667753e-01  -2.51532529e-02]
 [  2.28686965e-01   6.64982864e-01   1.28907750e-02  -4.81301354e-02
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    8.29844267e-02   3.27672651e-01]
 [  4.83145701e-02  -4.81479131e-01  -1.89882774e-01   2.49324486e-01
   -1.26785174e-01   1.33905882e-01   2.85752765e-01   6.35456628e-02
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   -1.86213985e-01  -6.20548119e-02]
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   -5.29739944e-02  -6.35790026e-02]
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   -1.72890999e-01  -2.12167854e-01]
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   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
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   -2.92751901e-01  -1.14866809e-01]
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   -8.11268783e-02   8.29218932e-02  -8.73189283e-03  -2.10000114e-02
   -9.57387820e-02  -1.11496268e-02]
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 [  7.22728988e-02  -1.25464957e-02   8.95364184e-02   9.25586692e-02
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   -1.75349930e-02  -4.44572611e-02]
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[[ 0.61053997]
 [ 1.86290031]
 [ 0.21244797]
 [ 0.91430349]
 [-2.91108318]
 [-0.33474673]
 [-1.90110517]
 [ 0.05719185]
 [ 0.66182236]
 [ 0.85785868]]
Progress: 68.0% ... Training loss: 0.247 ... Validation loss: 0.428[[  2.15200475e-01   4.62486372e-01  -8.43562706e-02   1.63690638e-01
   -2.97696973e-01  -9.06298993e-02  -1.45751380e-01   1.21391552e-01
    2.36695189e-03   2.96292640e-01]
 [  1.18860411e-02   1.18153335e-01  -1.96270890e-02   4.90845800e-02
    6.28077921e-02  -7.24326315e-03   3.42316642e-01   4.05086935e-02
    1.46062476e-01  -2.45858103e-02]
 [  2.30811562e-01   6.71443170e-01   1.36103009e-02  -4.52246338e-02
    8.98514764e-01  -3.23110784e-02  -1.09695361e+00  -4.21863234e-02
    8.52594883e-02   3.30600249e-01]
 [  4.80791409e-02  -4.83331714e-01  -1.89917715e-01   2.49464428e-01
   -1.26081243e-01   1.33965156e-01   2.86837834e-01   6.35356759e-02
    1.32893570e-01   3.28787070e-01]
 [ -4.36076868e-02   3.50345390e-02  -1.45608478e-01   5.25264328e-02
   -1.21554806e-01  -1.82960135e-01   1.75352700e-01  -1.14422113e-01
   -1.86008314e-01  -6.18847678e-02]
 [ -4.06248036e-01  -6.82326228e-01  -3.07629175e-01   1.27693182e-01
   -3.50042670e-01   4.48694194e-02   4.06761600e-01  -4.27941607e-02
   -5.25637182e-02  -6.30754454e-02]
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   -1.46313843e-01  -7.19076828e-02   1.75170827e-01  -1.93852475e-01
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 [  1.01140025e-01  -4.11294774e-01   2.49401727e-02  -9.21891428e-02
   -1.71022242e-01  -4.38441075e-02   1.02314397e-01   1.12926527e-01
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 [ -1.78128483e-01  -2.22333841e-01  -3.01146639e-01  -2.15252030e-02
   -1.84966759e-01   6.63941090e-02  -3.85640849e-02  -3.07655828e-02
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   -3.00720290e-02   2.91859797e-02]
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   -1.72705111e-01  -2.11937359e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94244919e-01  -3.47200336e-01   9.10132161e-02   2.00742577e-01
   -1.85242715e-01  -5.89330782e-02   1.20193351e-01  -2.62952591e-01
   -2.92866685e-01  -1.15047265e-01]
 [  8.07418764e-02  -2.48316833e-01  -3.02570703e-02   8.64779811e-02
   -6.08423543e-02  -8.10965610e-02   3.03414783e-01  -1.40924140e-04
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 [  2.97045714e-02  -1.46009072e-01  -2.13460302e-01   1.34341294e-01
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   -9.49792549e-02  -1.02398683e-02]
 [ -1.20564829e-01  -1.12294579e-01  -2.01195342e-01   1.57616895e-01
   -1.61835919e-02   1.33393319e-01  -2.75669233e-03  -2.51239465e-01
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 [ -5.13954868e-02  -7.99808276e-02   2.81628315e-01   1.23943178e-01
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 [  7.22615286e-02  -1.26515134e-02   8.95209194e-02   9.24334352e-02
   -6.61113552e-02  -1.93635167e-02   1.43843996e-01   1.19615117e-01
   -1.75743527e-02  -4.45296776e-02]
 [  7.96067989e-03  -1.78163613e-01  -2.96015847e-01  -6.12603687e-02
   -4.39006758e-03  -9.08640145e-02   5.61052324e-02   1.61079267e-01
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 [  6.26294754e-02  -6.19512350e-02  -1.09822215e-01   7.15146416e-02
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   -1.39464803e-01  -3.65980841e-02]
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   -9.76133549e-02  -2.01511425e-01  -7.60444144e-04  -2.15417145e-02
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   -1.78465620e-01  -3.79036376e-01]
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    2.99055740e-02  -3.90533225e-01]
 [  1.44492561e-02  -5.63212898e-01  -4.36493555e-02  -1.02565606e-01
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   -3.61992570e-01  -2.16412018e-01]
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   -7.35015224e-02   8.48759585e-02]
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   -9.04537442e-02  -1.35408454e-01]
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   -2.65288118e-01  -3.31453420e-02]
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   -2.89662196e-02  -1.39796369e-01]
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   -1.16686881e-01   6.13782652e-02  -1.47838379e-01   2.79091632e-01
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 [  3.66332270e-01   3.82919639e-01  -7.61360885e-02   3.09831694e-01
   -8.82634173e-01  -2.88285015e-01  -5.18575737e-01   1.77569332e-01
    4.05104440e-01   5.78425280e-04]
 [  5.70332251e-02   1.06127058e-01   2.58004280e-01   2.55776685e-01
   -2.52275148e-02  -2.01900617e-01  -1.82486126e-01  -1.32415357e-01
   -1.28193649e-01  -2.79570277e-01]
 [  2.02827232e-02  -1.12491441e-01  -1.22327383e-01  -6.31868049e-02
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 [  7.83717486e-03  -4.71634119e-02  -6.66557124e-02  -4.81139163e-02
   -9.27009859e-03  -1.83283254e-01   4.75323029e-02   9.94412396e-03
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 [  3.60080261e-02   1.24008493e-01   2.45608152e-01   8.00372541e-02
   -2.03723596e-01  -1.41722341e-01   5.14398015e-02   3.94626077e-02
   -1.82785181e-01   1.13765465e-01]
 [  8.50974587e-02   8.81220750e-02   1.10215666e-01   1.66193293e-02
   -2.38801526e-01   6.06994579e-02  -1.28284258e-02  -2.71038616e-01
   -8.22698223e-03  -7.65808622e-02]
 [ -2.93326795e-03   1.44672117e-01   8.61234800e-02  -3.06308882e-02
   -6.56048483e-02   1.75298002e-01   3.71456922e-02   1.18121980e-01
   -1.81105552e-02   1.76491934e-01]
 [  2.27626794e-01   1.13494802e-01   2.91211539e-02   7.84677555e-02
   -7.10534318e-03  -2.78048600e-02  -2.41625110e-01   1.48044081e-01
   -5.47249933e-02  -2.05515008e-02]
 [  5.17074776e-02   7.28323226e-02   1.95489792e-02   4.98226574e-02
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 [  6.66440273e-02   4.85062041e-01   1.30663016e-01   4.57111796e-01
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 [  1.73453391e-01   4.86009656e-01   6.83486086e-02   4.35472035e-01
   -1.25507677e+00  -7.86321516e-02  -4.01211984e-01   1.50735460e-01
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 [  2.27790735e-01   3.15873922e-01   2.40591337e-01   1.30261628e-01
   -5.96645052e-01   8.81888963e-02  -1.98281609e-01   1.60251635e-01
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   -3.99647978e-02   4.08528926e-02]
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   -2.83247617e-01  -1.02249600e-01]
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   -2.14040164e-01   2.58952763e-02]
 [  6.35225987e-03  -4.56419510e-01  -1.29536617e-01  -1.67590897e-01
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   -1.69616483e-01  -2.27117964e-01]
 [  4.00536584e-02  -3.55883250e-01  -1.86003575e-01  -1.23960629e-01
   -3.64710486e-01  -8.72741985e-03   2.55043710e-01  -1.66174183e-01
    4.75625920e-02  -2.66549010e-01]
 [ -8.41058390e-02   1.49007044e-04   2.78262713e-01   5.35818689e-02
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   -6.94356998e-02  -8.17822046e-03]
 [ -3.11632251e-01  -9.00625350e-03   2.77977478e-02   2.38876577e-02
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   -4.42167266e-02   1.15653101e-01]
 [  1.63526662e-01  -3.56480855e-02  -2.23791718e-01  -3.66089974e-02
    1.04334689e-01  -3.12702593e-01   6.53711892e-02  -1.64128880e-01
    2.66927691e-02  -1.52853554e-01]
 [  2.39892243e-01  -2.26896759e-01   7.56343517e-02   1.90931361e-02
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    1.43019009e-01  -1.33352089e-01]
 [ -9.29861455e-02  -9.21028672e-02   1.25412148e-01   1.21232632e-01
    2.71687838e-02  -1.20337393e-01   2.15698172e-01  -7.85208616e-02
    1.85273642e-01   1.30446912e-02]
 [ -9.90860980e-02  -2.81718351e-01   1.57075585e-01  -4.26510839e-01
   -4.70183148e-01   1.66329685e-01   2.03736407e-01  -1.32908375e-01
   -8.02356650e-02   1.12419904e-01]]
[[ 0.62217425]
 [ 1.87083844]
 [ 0.22121053]
 [ 0.92357474]
 [-2.90208097]
 [-0.32512282]
 [-1.89222624]
 [ 0.06616684]
 [ 0.67301318]
 [ 0.8690704 ]]
Progress: 68.0% ... Training loss: 0.248 ... Validation loss: 0.427[[  2.13681823e-01   4.59527971e-01  -8.48504266e-02   1.61563007e-01
   -2.90292237e-01  -8.98780591e-02  -1.41428712e-01   1.21243686e-01
    8.07838153e-04   2.94220374e-01]
 [  1.15388597e-02   1.17041213e-01  -1.97365917e-02   4.85647602e-02
    6.43188403e-02  -7.05884183e-03   3.43446867e-01   4.04714193e-02
    1.45705910e-01  -2.50411705e-02]
 [  2.30925887e-01   6.71715174e-01   1.37836886e-02  -4.47910682e-02
    8.99955998e-01  -3.25504810e-02  -1.09625451e+00  -4.21204738e-02
    8.56991064e-02   3.31201404e-01]
 [  5.08430628e-02  -4.76407585e-01  -1.88917958e-01   2.54049529e-01
   -1.34955409e-01   1.32582440e-01   2.78421829e-01   6.38120664e-02
    1.35754084e-01   3.32639878e-01]
 [ -4.96779640e-02   1.94212178e-02  -1.47668531e-01   4.36929453e-02
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   -1.92464062e-01  -6.98902512e-02]
 [ -4.06634386e-01  -6.83374372e-01  -3.07843134e-01   1.26910873e-01
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   -5.30914431e-02  -6.37700235e-02]
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   -1.40217057e-01  -7.11754148e-02   1.79607132e-01  -1.93988140e-01
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   -1.72973481e-01  -4.41863350e-02   1.01184824e-01   1.12995663e-01
    7.14068105e-02  -2.52775790e-02]
 [ -1.77758711e-01  -2.21822675e-01  -3.01016372e-01  -2.09036904e-02
   -1.86275304e-01   6.61910019e-02  -3.93723857e-02  -3.07218743e-02
    2.76857537e-01  -1.31648416e-01]
 [  1.34496955e-02  -5.21043133e-01   6.07396330e-02  -9.67869341e-02
   -4.53226897e-01  -9.64574249e-02   2.08766258e-01  -1.20113002e-01
   -3.09537848e-02   2.79555484e-02]
 [ -7.00505010e-02  -2.11940887e-01   1.05383997e-02  -1.11022643e-01
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    1.45924638e-02  -8.73380275e-02]
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   -1.72784358e-01  -2.11986506e-01]
 [ -1.60734835e-01   1.26273578e-04   6.03106470e-02   1.65911099e-02
   -1.65907866e-01  -2.17831463e-01  -1.71615963e-01  -1.97521762e-01
    8.19560900e-02   1.67933331e-01]
 [ -2.94612681e-01  -3.47445591e-01   9.08626902e-02   2.00138665e-01
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   -2.93336231e-01  -1.15651064e-01]
 [  8.03609072e-02  -2.49460202e-01  -3.04142053e-02   8.58501185e-02
   -6.07134340e-02  -8.09306619e-02   3.04284064e-01  -1.82700089e-04
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 [  2.97823345e-02  -1.45931532e-01  -2.13433254e-01   1.34444230e-01
   -8.34330232e-02   8.25023354e-02  -1.07166579e-02  -2.09249409e-02
   -9.48919662e-02  -1.01897489e-02]
 [ -1.21664897e-01  -1.15186610e-01  -2.01573892e-01   1.56093398e-01
   -1.14921011e-02   1.33949662e-01   2.82827087e-04  -2.51342090e-01
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 [ -5.13159727e-02  -7.98919767e-02   2.81648781e-01   1.24029843e-01
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 [ -9.28786866e-02  -9.14998708e-02   1.25460644e-01   1.21495664e-01
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    1.85407373e-01   1.31655497e-02]
 [ -9.91340427e-02  -2.81318135e-01   1.57023244e-01  -4.26744574e-01
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   -8.02919515e-02   1.12351694e-01]]
[[ 0.62104443]
 [ 1.86730677]
 [ 0.21777456]
 [ 0.92060526]
 [-2.90582402]
 [-0.32618254]
 [-1.89767773]
 [ 0.06617526]
 [ 0.67309002]
 [ 0.86770754]]
Progress: 68.0% ... Training loss: 0.248 ... Validation loss: 0.430[[  2.12099070e-01   4.56184183e-01  -8.53819802e-02   1.59211758e-01
   -2.84049888e-01  -8.90196092e-02  -1.37702290e-01   1.21060322e-01
   -9.20238025e-04   2.91997558e-01]
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 [  2.30043027e-01   6.68213516e-01   1.34380290e-02  -4.62620388e-02
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 [  4.96329904e-02  -4.77636536e-01  -1.89228992e-01   2.52472637e-01
   -1.32735751e-01   1.33301424e-01   2.82380269e-01   6.36721747e-02
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   -5.33748670e-02  -6.41569981e-02]
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   -1.73133887e-01  -2.12369369e-01]
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 [  5.69145388e-02   1.05400567e-01   2.57946640e-01   2.55510164e-01
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 [  3.66901009e-02   1.25562012e-01   2.45845658e-01   8.10311883e-02
   -2.06239794e-01  -1.42075537e-01   4.95686633e-02   3.95365440e-02
   -1.82068879e-01   1.14711689e-01]
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   -2.39055046e-01   6.05653046e-02  -1.33391686e-02  -2.71020187e-01
   -7.99970098e-03  -7.63140715e-02]
 [ -3.65623136e-03   1.42555042e-01   8.58703371e-02  -3.16885149e-02
   -6.19465957e-02   1.75683205e-01   3.89416699e-02   1.18046586e-01
   -1.88759054e-02   1.75528581e-01]
 [  2.27796581e-01   1.13677123e-01   2.91830795e-02   7.87097768e-02
   -7.27313383e-03  -2.78972601e-02  -2.41393321e-01   1.48065959e-01
   -5.45202762e-02  -2.03210996e-02]
 [  5.07107700e-02   7.11526113e-02   1.91818777e-02   4.82933618e-02
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 [  2.27146696e-01   3.14334788e-01   2.40387135e-01   1.29304232e-01
   -5.94938189e-01   8.85232901e-02  -1.96566492e-01   1.60184242e-01
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   -4.03300181e-02   4.03747234e-02]
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   -1.69750292e-01  -2.27276585e-01]
 [  3.95707468e-02  -3.57285057e-01  -1.86216352e-01  -1.24915858e-01
   -3.63306025e-01  -8.36207044e-03   2.57364843e-01  -1.66255479e-01
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 [ -8.54434100e-02  -4.89472276e-03   2.77830405e-01   5.16312237e-02
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   -7.07387977e-02  -9.75664102e-03]
 [ -3.12001736e-01  -9.68013269e-03   2.77057061e-02   2.34619585e-02
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   -4.46271615e-02   1.15229045e-01]
 [  1.63940265e-01  -3.54717710e-02  -2.23670299e-01  -3.60423801e-02
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    2.70363902e-02  -1.52446406e-01]
 [  2.39451558e-01  -2.27484577e-01   7.55463017e-02   1.87131008e-02
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    1.42743030e-01  -1.33753575e-01]
 [ -9.31912189e-02  -9.22599757e-02   1.25352246e-01   1.21059117e-01
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    1.85092911e-01   1.27606812e-02]
 [ -1.00139458e-01  -2.83676594e-01   1.56649149e-01  -4.28326464e-01
   -4.70785307e-01   1.66876229e-01   2.05375680e-01  -1.33028447e-01
   -8.14329224e-02   1.11049449e-01]]
[[ 0.61137901]
 [ 1.86052588]
 [ 0.20979016]
 [ 0.91159247]
 [-2.90920322]
 [-0.33359935]
 [-1.90524425]
 [ 0.05751419]
 [ 0.66259031]
 [ 0.85662082]]
Progress: 68.1% ... Training loss: 0.247 ... Validation loss: 0.431[[  2.14468363e-01   4.62534955e-01  -8.45168889e-02   1.62772482e-01
   -2.91166284e-01  -9.02632519e-02  -1.43786144e-01   1.21281721e-01
    1.73668034e-03   2.95455935e-01]
 [  1.18146319e-02   1.17502443e-01  -1.96267471e-02   4.89911870e-02
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    1.46066961e-01  -2.45791681e-02]
 [  2.29728701e-01   6.69088233e-01   1.33137765e-02  -4.66773326e-02
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    8.44280532e-02   3.29769557e-01]
 [  4.85547067e-02  -4.81406508e-01  -1.89585814e-01   2.51111060e-01
   -1.28546471e-01   1.33789429e-01   2.88383917e-01   6.35873457e-02
    1.33824824e-01   3.29909409e-01]
 [ -4.79829097e-02   2.45729870e-02  -1.47143602e-01   4.65445413e-02
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   -1.91195867e-01  -6.74139681e-02]
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   -5.28108559e-02  -6.34196052e-02]
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   -1.85403469e-01   6.65178181e-02  -3.75294559e-02  -3.07849795e-02
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   -3.07894446e-02   2.79976685e-02]
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   -1.72897689e-01  -2.11947140e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.94452288e-01  -3.47235203e-01   9.09194671e-02   2.00328493e-01
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   -2.93249422e-01  -1.15632080e-01]
 [  8.05287100e-02  -2.49701947e-01  -3.03647053e-02   8.59617036e-02
   -6.19042493e-02  -8.10322076e-02   3.04280630e-01  -1.64201751e-04
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   -8.34396331e-02   8.27239024e-02  -9.87597587e-03  -2.09699790e-02
   -9.53721807e-02  -1.06692377e-02]
 [ -1.20644213e-01  -1.12486906e-01  -2.01196732e-01   1.57641176e-01
   -1.54107793e-02   1.33408970e-01  -2.75830750e-03  -2.51247910e-01
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 [ -5.18138669e-02  -8.13763905e-02   2.81486452e-01   1.23141386e-01
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 [  7.19768531e-02  -1.34679610e-02   8.94273861e-02   9.20236487e-02
   -6.45401035e-02  -1.92299460e-02   1.44310601e-01   1.19587583e-01
   -1.79298923e-02  -4.49548213e-02]
 [  7.92735247e-03  -1.78933318e-01  -2.96039604e-01  -6.14309391e-02
   -4.46506898e-03  -9.07950277e-02   5.56515982e-02   1.61069832e-01
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 [  6.29536356e-02  -6.04959830e-02  -1.09638096e-01   7.22562720e-02
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   -1.38940452e-01  -3.60795974e-02]
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   -1.77780678e-01  -3.78221828e-01]
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 [  1.47574011e-02  -5.62930368e-01  -4.35493193e-02  -1.02127154e-01
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   -3.61636072e-01  -2.15949320e-01]
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   -7.33586391e-02   8.50931007e-02]
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   -9.03964650e-02  -1.35346739e-01]
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   -2.66657317e-01  -3.48543830e-02]
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 [  3.66571208e-01   3.84003872e-01  -7.59890868e-02   3.10261519e-01
   -8.85702005e-01  -2.88546412e-01  -5.18772904e-01   1.77609485e-01
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 [  5.69135105e-02   1.05026190e-01   2.57934409e-01   2.55400381e-01
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 [  2.02946221e-02  -1.13114174e-01  -1.22321792e-01  -6.31478318e-02
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 [  7.40409825e-03  -4.90291492e-02  -6.68058825e-02  -4.87690035e-02
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 [  3.78543291e-02   1.29163866e-01   2.46267524e-01   8.27925192e-02
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   -1.80754463e-01   1.16357636e-01]
 [  8.56365717e-02   8.94781943e-02   1.10380644e-01   1.73280580e-02
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   -7.70977253e-03  -7.59740867e-02]
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   -1.87281130e-02   1.75724932e-01]
 [  2.27594140e-01   1.13254195e-01   2.91232117e-02   7.84088526e-02
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   -5.47439682e-02  -2.06108188e-02]
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   -1.69583462e-01  -2.27077583e-01]
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   -7.04721584e-02  -9.45642138e-03]
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 [ -1.01602767e-01  -2.87627967e-01   1.56149724e-01  -4.30520499e-01
   -4.65323262e-01   1.67697218e-01   2.09582405e-01  -1.33169229e-01
   -8.30127264e-02   1.09082031e-01]]
[[ 0.61856821]
 [ 1.86749254]
 [ 0.21464281]
 [ 0.91947456]
 [-2.90804758]
 [-0.32921369]
 [-1.89753133]
 [ 0.06345845]
 [ 0.6689529 ]
 [ 0.86236339]]
Progress: 68.2% ... Training loss: 0.246 ... Validation loss: 0.428[[  2.14250693e-01   4.63264885e-01  -8.45777158e-02   1.62228550e-01
   -2.91119218e-01  -9.01176883e-02  -1.44471346e-01   1.21244399e-01
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 [  1.13122610e-02   1.15891573e-01  -1.97997182e-02   4.82030090e-02
    6.52667374e-02  -6.92604135e-03   3.44373210e-01   4.04422682e-02
    1.45513702e-01  -2.51570606e-02]
 [  2.30406034e-01   6.69262935e-01   1.35537278e-02  -4.55044986e-02
    9.05855238e-01  -3.21632186e-02  -1.09603588e+00  -4.22082744e-02
    8.52407974e-02   3.30981531e-01]
 [  4.68645199e-02  -4.84579572e-01  -1.90174451e-01   2.48567000e-01
   -1.23795257e-01   1.34609197e-01   2.91117746e-01   6.34388233e-02
    1.32074556e-01   3.27612246e-01]
 [ -4.63095034e-02   2.80494127e-02  -1.46599396e-01   4.91696170e-02
   -1.15214955e-01  -1.81796287e-01   1.82971366e-01  -1.14677920e-01
   -1.89382310e-01  -6.52341539e-02]
 [ -4.07315200e-01  -6.85030583e-01  -3.08090286e-01   1.25609139e-01
   -3.50440762e-01   4.54897625e-02   4.09232187e-01  -4.29292168e-02
   -5.40398788e-02  -6.49051274e-02]
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   -1.46186106e-01  -7.18611479e-02   1.75068849e-01  -1.93884257e-01
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   -1.85980628e-01   6.64412544e-02  -3.73817990e-02  -3.07673924e-02
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   -3.17346717e-02   2.70935286e-02]
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   -1.72496704e-01  -2.11393626e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.94443298e-01  -3.47244340e-01   9.09088227e-02   2.00209062e-01
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   -2.93272957e-01  -1.15661499e-01]
 [  7.99893022e-02  -2.50252420e-01  -3.05575326e-02   8.51512030e-02
   -6.09038098e-02  -8.07237812e-02   3.05047380e-01  -2.21772919e-04
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 [  2.88576936e-02  -1.48036976e-01  -2.13732408e-01   1.33186131e-01
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   -9.59196161e-02  -1.12666115e-02]
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 [  7.22557552e-02  -1.21644449e-02   8.95521444e-02   9.24631752e-02
   -6.53651042e-02  -1.94187018e-02   1.42942825e-01   1.19624831e-01
   -1.76645456e-02  -4.45101045e-02]
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   -1.62570401e-03  -9.03772953e-02   5.76406296e-02   1.60991209e-01
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 [  6.30360490e-02  -6.00386643e-02  -1.09601874e-01   7.24183078e-02
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   -1.38835303e-01  -3.59688389e-02]
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   -1.77815487e-01  -3.78268072e-01]
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   -3.61386801e-01  -2.15627614e-01]
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   -7.32980257e-02   8.51690308e-02]
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   -9.02067536e-02  -1.35099206e-01]
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 [  3.67166430e-01   3.85730262e-01  -7.57412113e-02   3.11178103e-01
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 [  5.70721370e-02   1.05310400e-01   2.57991482e-01   2.55643143e-01
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   -1.28183557e-01  -2.79580357e-01]
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 [  3.78264808e-02   1.28962088e-01   2.46263312e-01   8.26965077e-02
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   -1.80795284e-01   1.16344356e-01]
 [  8.55704400e-02   8.92170261e-02   1.10349213e-01   1.72311502e-02
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   -7.81958639e-03  -7.61322282e-02]
 [ -4.06986657e-03   1.41420938e-01   8.57060045e-02  -3.23415302e-02
   -6.05051419e-02   1.75911108e-01   3.95501772e-02   1.18000807e-01
   -1.93693669e-02   1.74944269e-01]
 [  2.28080377e-01   1.14400150e-01   2.92944263e-02   7.90720153e-02
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   -5.42527990e-02  -1.99649182e-02]
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 [  2.27491529e-01   3.15666595e-01   2.40527094e-01   1.29916699e-01
   -5.97564718e-01   8.83180138e-02  -1.97423150e-01   1.60220937e-01
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   -4.03729473e-02   4.03630488e-02]
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   -2.83401045e-01  -1.02412039e-01]
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   -2.13984099e-01   2.59720757e-02]
 [  6.43598336e-03  -4.56392402e-01  -1.29498363e-01  -1.67463606e-01
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   -1.69536691e-01  -2.26994004e-01]
 [  4.21657402e-02  -3.49441039e-01  -1.85309400e-01  -1.20971988e-01
   -3.74112086e-01  -9.75362133e-03   2.50154990e-01  -1.66022762e-01
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 [ -8.56624297e-02  -6.78439976e-03   2.77756722e-01   5.10968544e-02
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   -7.10075397e-02  -9.92873877e-03]
 [ -3.11604954e-01  -8.78701092e-03   2.78673221e-02   2.40856137e-02
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   -4.42412784e-02   1.15726204e-01]
 [  1.64399831e-01  -3.47132572e-02  -2.23515197e-01  -3.52591168e-02
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 [  2.39340605e-01  -2.27784187e-01   7.55428381e-02   1.87212204e-02
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 [ -9.31109777e-02  -9.20193521e-02   1.25365536e-01   1.21033585e-01
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    1.85131053e-01   1.28157260e-02]
 [ -1.01817018e-01  -2.87093483e-01   1.56065959e-01  -4.30993797e-01
   -4.67398972e-01   1.67845051e-01   2.09477648e-01  -1.33200403e-01
   -8.32650483e-02   1.08785705e-01]]
[[ 0.61830936]
 [ 1.86856585]
 [ 0.21391911]
 [ 0.91925389]
 [-2.91000176]
 [-0.33181444]
 [-1.90159651]
 [ 0.06049465]
 [ 0.66793465]
 [ 0.85972381]]
Progress: 68.2% ... Training loss: 0.246 ... Validation loss: 0.426[[  2.15271972e-01   4.66278900e-01  -8.41656226e-02   1.63643874e-01
   -2.94645127e-01  -9.06194839e-02  -1.46713309e-01   1.21357909e-01
    2.63067687e-03   2.97016722e-01]
 [  1.12326382e-02   1.15696493e-01  -1.98256105e-02   4.80908604e-02
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    1.45432542e-01  -2.52537543e-02]
 [  2.30440338e-01   6.69331837e-01   1.35530005e-02  -4.56682935e-02
    9.01512185e-01  -3.21252721e-02  -1.09598073e+00  -4.22033597e-02
    8.51981062e-02   3.31084353e-01]
 [  4.51977221e-02  -4.88389485e-01  -1.90858557e-01   2.45565658e-01
   -1.17601731e-01   1.35701941e-01   2.95351293e-01   6.32487894e-02
    1.29934355e-01   3.24672388e-01]
 [ -4.51697605e-02   3.07814898e-02  -1.46142931e-01   5.07878087e-02
   -1.19401419e-01  -1.82412178e-01   1.78336624e-01  -1.14554736e-01
   -1.88165178e-01  -6.40463008e-02]
 [ -4.06242814e-01  -6.82257198e-01  -3.07691564e-01   1.27267075e-01
   -3.52918089e-01   4.48992504e-02   4.06397041e-01  -4.28233191e-02
   -5.28705739e-02  -6.33820224e-02]
 [ -8.01351651e-03  -3.43102348e-01   8.37551572e-03   8.02233477e-02
   -1.46205619e-01  -7.17116182e-02   1.74810068e-01  -1.93905764e-01
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 [  1.01557492e-01  -4.10233162e-01   2.52113491e-02  -9.10989037e-02
   -1.76734716e-01  -4.41135018e-02   1.01759437e-01   1.12998253e-01
    7.14668918e-02  -2.52258833e-02]
 [ -1.78860885e-01  -2.24894984e-01  -3.01364150e-01  -2.24685032e-02
   -1.83332390e-01   6.67916124e-02  -3.57306534e-02  -3.08330784e-02
    2.76047777e-01  -1.33104822e-01]
 [  1.30280454e-02  -5.19023122e-01   6.06698556e-02  -9.74403623e-02
   -4.57459148e-01  -9.61019647e-02   2.07869129e-01  -1.20200293e-01
   -3.12135740e-02   2.77764648e-02]
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 [ -1.37586560e-01  -3.29682651e-01  -7.26545815e-02   2.38429836e-02
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   -1.72592393e-01  -2.11381845e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.93880074e-01  -3.45878935e-01   9.11384613e-02   2.01181768e-01
   -1.85951547e-01  -5.91178459e-02   1.19107021e-01  -2.62933021e-01
   -2.92642520e-01  -1.14794218e-01]
 [  8.02888168e-02  -2.49349470e-01  -3.04550345e-02   8.55538242e-02
   -6.14317148e-02  -8.08515696e-02   3.04104487e-01  -1.92727541e-04
    3.29270158e-03  -2.85953296e-02]
 [  2.92710024e-02  -1.46812111e-01  -2.13582687e-01   1.33786637e-01
   -8.35569157e-02   8.27780992e-02  -9.99689442e-03  -2.09846167e-02
   -9.54821769e-02  -1.06581703e-02]
 [ -1.20107127e-01  -1.10887359e-01  -2.01016433e-01   1.58471941e-01
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[[ 0.62367223]
 [ 1.87528123]
 [ 0.2205416 ]
 [ 0.92571431]
 [-2.91010692]
 [-0.32913791]
 [-1.89790856]
 [ 0.06563095]
 [ 0.67302036]
 [ 0.86439321]]
Progress: 68.2% ... Training loss: 0.248 ... Validation loss: 0.424[[  2.11847713e-01   4.56397720e-01  -8.53614524e-02   1.58638141e-01
   -2.78465518e-01  -8.87307111e-02  -1.36001547e-01   1.20986953e-01
   -9.74489929e-04   2.92850635e-01]
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 [  2.27349418e-01   6.58377302e-01   1.25106003e-02  -5.03110730e-02
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    8.19336498e-02   3.27220933e-01]
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   -1.74071092e-01  -2.13012684e-01]
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   -2.40419207e-01   5.99893624e-02  -1.59191517e-02  -2.70929706e-01
   -6.99286294e-03  -7.49956251e-02]
 [ -5.77463298e-03   1.36701475e-01   8.50734884e-02  -3.50623621e-02
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   -2.13616187e-02   1.72511089e-01]
 [  2.27851688e-01   1.13937074e-01   2.92021835e-02   7.86793202e-02
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   -5.45755284e-02  -2.03398431e-02]
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 [  2.28432800e-01   3.19446198e-01   2.40970006e-01   1.31844767e-01
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 [  4.04134959e-02  -3.53465087e-01  -1.85939003e-01  -1.23732054e-01
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 [ -8.73378976e-02  -1.24719767e-02   2.77202377e-01   4.87323024e-02
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   -7.25997070e-02  -1.21098584e-02]
 [ -3.11493929e-01  -8.20241365e-03   2.78908888e-02   2.41692198e-02
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   -4.42459482e-02   1.15738812e-01]
 [  1.64296475e-01  -3.46065126e-02  -2.23508317e-01  -3.52116293e-02
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    2.73531803e-02  -1.51911391e-01]
 [  2.39366351e-01  -2.28214979e-01   7.55549557e-02   1.86818994e-02
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    1.42705642e-01  -1.33440957e-01]
 [ -9.37381144e-02  -9.33770029e-02   1.25130745e-01   1.20066708e-01
    2.86284299e-02  -1.19858771e-01   2.15930436e-01  -7.86077688e-02
    1.84431512e-01   1.18265727e-02]
 [ -1.02692990e-01  -2.89465531e-01   1.55812805e-01  -4.32200331e-01
   -4.68006293e-01   1.68246653e-01   2.11701646e-01  -1.33305316e-01
   -8.40855319e-02   1.08063562e-01]]
[[ 0.60127723]
 [ 1.85882069]
 [ 0.19861004]
 [ 0.90220779]
 [-2.92761174]
 [-0.34880096]
 [-1.91836802]
 [ 0.04525916]
 [ 0.64936297]
 [ 0.83918857]]
Progress: 68.3% ... Training loss: 0.258 ... Validation loss: 0.435[[  2.11858715e-01   4.57034311e-01  -8.53456997e-02   1.58630629e-01
   -2.79111753e-01  -8.87754989e-02  -1.36798117e-01   1.20994398e-01
   -9.99818187e-04   2.92919635e-01]
 [  1.06009111e-02   1.13527586e-01  -2.00554578e-02   4.71410484e-02
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    1.44878661e-01  -2.60324445e-02]
 [  2.27380960e-01   6.57481297e-01   1.24581391e-02  -5.07823776e-02
    9.16652486e-01  -3.06366960e-02  -1.08748004e+00  -4.25368249e-02
    8.19352147e-02   3.27151069e-01]
 [  4.37829841e-02  -4.92841447e-01  -1.91334549e-01   2.44325212e-01
   -1.16172658e-01   1.36662306e-01   3.00158135e-01   6.30660279e-02
    1.28862499e-01   3.23438813e-01]
 [ -4.47878083e-02   3.13304488e-02  -1.45958881e-01   5.16921491e-02
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   -1.88192624e-01  -6.32986564e-02]
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   -5.36055811e-02  -6.43750754e-02]
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   -1.79500494e-01  -4.43145692e-02   1.01630491e-01   1.12954953e-01
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   -1.82873232e-01   6.70996622e-02  -3.31829972e-02  -3.08747100e-02
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   -1.74618898e-01  -2.13727041e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
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   -1.86569112e-01  -5.91276231e-02   1.18747417e-01  -2.62912023e-01
   -2.92486051e-01  -1.14630280e-01]
 [  8.00555561e-02  -2.49857911e-01  -3.05424026e-02   8.52239528e-02
   -6.14400742e-02  -8.07623162e-02   3.04895159e-01  -2.20729577e-04
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   -7.96054228e-02   8.37270459e-02  -5.02073458e-03  -2.11631264e-02
   -9.74005935e-02  -1.29772312e-02]
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 [  7.14034585e-02  -1.50051130e-02   8.92031115e-02   9.10427034e-02
   -6.17567219e-02  -1.89346867e-02   1.44731569e-01   1.19520623e-01
   -1.87534323e-02  -4.58563799e-02]
 [  7.15919298e-03  -1.81958342e-01  -2.96352930e-01  -6.29976710e-02
   -3.83785078e-03  -9.02701654e-02   5.81126757e-02   1.60979574e-01
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 [  6.31341208e-02  -6.06538177e-02  -1.09544625e-01   7.26926488e-02
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   -1.38581367e-01  -3.55838758e-02]
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   -1.77710136e-01  -3.78104284e-01]
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 [  1.54177038e-02  -5.63151737e-01  -4.33395307e-02  -1.01087357e-01
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   -3.60968104e-01  -2.15076470e-01]
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   -7.27997994e-02   8.57760126e-02]
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   -9.07386837e-02  -1.35749110e-01]
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   -2.66940780e-01  -3.51913475e-02]
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 [  3.67017446e-01   3.84911666e-01  -7.57862911e-02   3.10756456e-01
   -8.84038015e-01  -2.88585828e-01  -5.19495341e-01   1.77672503e-01
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 [  5.66983421e-02   1.03586239e-01   2.57892054e-01   2.55082222e-01
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 [  6.87519929e-03  -5.06988314e-02  -6.70136021e-02  -4.96478364e-02
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 [  3.75257090e-02   1.28351624e-01   2.46185308e-01   8.21862320e-02
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   -1.81154432e-01   1.15953641e-01]
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   -2.09708629e-02   1.73023551e-01]
 [  2.27817529e-01   1.13807812e-01   2.91819551e-02   7.86262745e-02
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   -5.46176750e-02  -2.03863198e-02]
 [  5.12450160e-02   7.27195996e-02   1.93418420e-02   4.90089818e-02
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 [  6.63041549e-02   4.84529018e-01   1.30549085e-01   4.56736273e-01
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   -2.13777090e-01   2.62807096e-02]
 [  6.19351951e-03  -4.57267069e-01  -1.29581968e-01  -1.67828172e-01
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   -1.69806076e-01  -2.27321775e-01]
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 [ -9.34646967e-02  -9.28661913e-02   1.25217528e-01   1.20565135e-01
    2.82296950e-02  -1.19997345e-01   2.15771240e-01  -7.85841185e-02
    1.84714085e-01   1.21627263e-02]
 [ -1.02188146e-01  -2.88340695e-01   1.55972035e-01  -4.31634342e-01
   -4.72191568e-01   1.67960545e-01   2.10746122e-01  -1.33265027e-01
   -8.35595894e-02   1.08699534e-01]]
[[ 0.6060479 ]
 [ 1.86051962]
 [ 0.20650148]
 [ 0.9058216 ]
 [-2.92166821]
 [-0.34179361]
 [-1.90918087]
 [ 0.05095217]
 [ 0.65383238]
 [ 0.84522813]]
Progress: 68.3% ... Training loss: 0.250 ... Validation loss: 0.431[[  2.12442279e-01   4.57926944e-01  -8.51320741e-02   1.59549344e-01
   -2.78135009e-01  -8.90788446e-02  -1.37478723e-01   1.21044914e-01
   -3.52115313e-04   2.93636546e-01]
 [  1.07050127e-02   1.13770087e-01  -2.00170967e-02   4.73165153e-02
    6.89216291e-02  -6.56173954e-03   3.46430816e-01   4.03680882e-02
    1.45007853e-01  -2.59200473e-02]
 [  2.24260074e-01   6.51127345e-01   1.14077817e-02  -5.55661361e-02
    9.25359012e-01  -2.88150182e-02  -1.08310286e+00  -4.28111081e-02
    7.84649077e-02   3.22984577e-01]
 [  4.39467287e-02  -4.94420541e-01  -1.91316067e-01   2.44539076e-01
   -1.19348997e-01   1.36649769e-01   3.01374019e-01   6.30669077e-02
    1.29087325e-01   3.24093371e-01]
 [ -4.43496534e-02   3.29988348e-02  -1.45678708e-01   5.27752442e-02
   -1.27582994e-01  -1.83364962e-01   1.78201345e-01  -1.14396558e-01
   -1.87526075e-01  -6.24501230e-02]
 [ -4.04579062e-01  -6.79451897e-01  -3.07182207e-01   1.29600060e-01
   -3.58807619e-01   4.39885225e-02   4.04026540e-01  -4.26960370e-02
   -5.11903262e-02  -6.14936513e-02]
 [ -1.01017959e-02  -3.50253805e-01   7.70119957e-03   7.72327021e-02
   -1.39555511e-01  -7.07029421e-02   1.79284526e-01  -1.94164403e-01
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 [  1.01133197e-01  -4.13086092e-01   2.49949767e-02  -9.20904006e-02
   -1.77545385e-01  -4.39145190e-02   1.03077863e-01   1.12887543e-01
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 [ -1.79518413e-01  -2.27002137e-01  -3.01529816e-01  -2.32593622e-02
   -1.82714772e-01   6.70950571e-02  -3.33211556e-02  -3.08740116e-02
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 [  1.32988449e-02  -5.20653899e-01   6.07320674e-02  -9.75194210e-02
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   -3.08704826e-02   2.81643003e-02]
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   -1.74710395e-01  -2.13994436e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.93750464e-01  -3.45496656e-01   9.11502343e-02   2.01180535e-01
   -1.86486740e-01  -5.90778286e-02   1.18814579e-01  -2.62919640e-01
   -2.92578574e-01  -1.14755421e-01]
 [  8.05398706e-02  -2.49249501e-01  -3.03823609e-02   8.59540150e-02
   -6.28788197e-02  -8.10275209e-02   3.04509805e-01  -1.79297135e-04
    3.52551643e-03  -2.83170180e-02]
 [  2.86999659e-02  -1.49236931e-01  -2.13806022e-01   1.32974950e-01
   -8.23194801e-02   8.30371255e-02  -7.30903782e-03  -2.10635622e-02
   -9.61570316e-02  -1.15922357e-02]
 [ -1.20249439e-01  -1.11611707e-01  -2.01048773e-01   1.58421643e-01
   -1.96295766e-02   1.33223689e-01  -3.88576295e-03  -2.51214548e-01
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 [ -5.22648251e-02  -8.46663882e-02   2.81358242e-01   1.22230942e-01
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    9.56470402e-02   7.27324894e-02]
 [  7.18351609e-02  -1.34729063e-02   8.93564569e-02   9.15867623e-02
   -6.33605721e-02  -1.91423940e-02   1.42808495e-01   1.19553808e-01
   -1.83211051e-02  -4.53747397e-02]
 [  7.09970340e-03  -1.82327053e-01  -2.96379410e-01  -6.31775514e-02
   -3.99980431e-03  -9.02372657e-02   5.78838378e-02   1.60972888e-01
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 [  6.26932972e-02  -6.17462790e-02  -1.09654550e-01   7.21962194e-02
   -2.64768138e-01   3.11910316e-01   2.85362446e-01   2.05060439e-01
   -1.39010757e-01  -3.61436799e-02]
 [  1.79298016e-02  -7.36767513e-04   1.28093891e-01   1.33431812e-01
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   -1.04422428e-01  -2.02294324e-01  -2.63181166e-03  -2.14118727e-02
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   -2.35776101e-02   2.12993226e-02]
 [ -2.70693502e-02  -1.88122439e-01  -7.39442414e-02  -1.19918383e-01
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   -1.77271390e-01  -3.77548450e-01]
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    2.87988428e-02  -3.91939636e-01]
 [  1.55518737e-02  -5.63381507e-01  -4.33067346e-02  -1.00945041e-01
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   -3.60847419e-01  -2.14950175e-01]
 [ -1.78422161e-01  -6.90239503e-01  -1.24115652e-02  -2.09603771e-01
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   -7.26435825e-02   8.59713678e-02]
 [ -3.05478476e-01  -5.23154962e-01   5.37860665e-02  -5.03723875e-02
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   -9.07386837e-02  -1.35749110e-01]
 [ -2.17954259e-01  -3.89897130e-01   2.48093256e-01  -2.53430668e-01
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   -2.66364010e-01  -3.45922456e-02]
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   -2.95513890e-02  -1.40485608e-01]
 [  8.57659946e-02   2.63644162e-01   1.54515058e-01  -1.24698543e-01
   -1.19146636e-01   6.16884477e-02  -1.48397599e-01   2.78998724e-01
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 [  3.67320847e-01   3.85752353e-01  -7.56355739e-02   3.11257435e-01
   -8.84125823e-01  -2.88738744e-01  -5.20101695e-01   1.77702455e-01
    4.06705679e-01   2.22775870e-03]
 [  5.66564992e-02   1.02972819e-01   2.57884393e-01   2.54963576e-01
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   -1.28646220e-01  -2.80371553e-01]
 [  1.99168533e-02  -1.14574936e-01  -1.22458911e-01  -6.37067914e-02
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 [  6.59514798e-03  -5.19395843e-02  -6.71346678e-02  -5.01678867e-02
   -1.48391807e-03  -1.82663578e-01   5.05582019e-02   9.79564047e-03
    3.74330112e-02   4.46165571e-03]
 [  3.76206852e-02   1.28158703e-01   2.46224453e-01   8.23318416e-02
   -2.09617654e-01  -1.42618929e-01   4.77325593e-02   3.96372007e-02
   -1.81048657e-01   1.16114815e-01]
 [  8.62683077e-02   9.10081554e-02   1.10592340e-01   1.81436582e-02
   -2.38821250e-01   5.99845322e-02  -1.59888242e-02  -2.70932967e-01
   -7.07847771e-03  -7.50798500e-02]
 [ -5.55483816e-03   1.36989305e-01   8.51481827e-02  -3.48265975e-02
   -5.34986276e-02   1.76722730e-01   4.21959655e-02   1.17833931e-01
   -2.11331865e-02   1.72861968e-01]
 [  2.28267641e-01   1.14875520e-01   2.93364954e-02   7.92876721e-02
   -8.45887772e-03  -2.81867416e-02  -2.43308864e-01   1.48096931e-01
   -5.41233808e-02  -1.98249235e-02]
 [  5.10187859e-02   7.23590422e-02   1.92838720e-02   4.86787037e-02
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 [  6.62538393e-02   4.84546231e-01   1.30553654e-01   4.56806199e-01
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 [  2.28391652e-01   3.19475340e-01   2.40946157e-01   1.31793446e-01
   -6.05805778e-01   8.76925159e-02  -1.99476351e-01   1.60343799e-01
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 [ -8.08355878e-02   2.47895832e-01   2.38147907e-01   6.54616110e-03
   -1.11914829e-01   1.34451859e-01  -1.09842157e-01  -1.61779340e-02
   -4.02711229e-02   4.05455101e-02]
 [ -1.07358188e-01   1.18166627e-02   2.09875349e-02   8.09394507e-02
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   -2.82936559e-01  -1.01838576e-01]
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   -2.13821685e-01   2.62417091e-02]
 [  6.63945096e-03  -4.56299163e-01  -1.29424388e-01  -1.67192513e-01
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   -1.69321610e-01  -2.26701278e-01]
 [  3.98694966e-02  -3.55676435e-01  -1.86092922e-01  -1.24445975e-01
   -3.71124164e-01  -8.46719979e-03   2.56009140e-01  -1.66244283e-01
    4.75102701e-02  -2.67476910e-01]
 [ -8.56750197e-02  -8.68154094e-03   2.77768262e-01   5.12200463e-02
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   -7.08166962e-02  -9.86049328e-03]
 [ -3.11148028e-01  -7.92699957e-03   2.80342965e-02   2.46534776e-02
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   -4.38672790e-02   1.16276680e-01]
 [  1.64175137e-01  -3.56427016e-02  -2.23588879e-01  -3.54716084e-02
    1.01081258e-01  -3.13019991e-01   6.36815720e-02  -1.64050910e-01
    2.72177807e-02  -1.52133600e-01]
 [  2.40904608e-01  -2.25454250e-01   7.60986902e-02   2.09580434e-02
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    1.44351001e-01  -1.31438942e-01]
 [ -9.27524530e-02  -9.12579461e-02   1.25470766e-01   1.21641447e-01
    2.52896316e-02  -1.20415621e-01   2.13556774e-01  -7.85214102e-02
    1.85474942e-01   1.31548516e-02]
 [ -1.01855208e-01  -2.87705469e-01   1.56095207e-01  -4.31244379e-01
   -4.74194414e-01   1.67754141e-01   2.09916695e-01  -1.33236908e-01
   -8.31875357e-02   1.09228272e-01]]
[[ 0.61397295]
 [ 1.86231313]
 [ 0.21583294]
 [ 0.91753314]
 [-2.91840977]
 [-0.33238524]
 [-1.88991755]
 [ 0.06049085]
 [ 0.66384473]
 [ 0.85394957]]
Progress: 68.4% ... Training loss: 0.246 ... Validation loss: 0.428[[  2.14939410e-01   4.64309067e-01  -8.42062927e-02   1.63141190e-01
   -2.85485404e-01  -9.04162274e-02  -1.42503559e-01   1.21311494e-01
    2.37238595e-03   2.97108435e-01]
 [  1.01327884e-02   1.12608454e-01  -2.01956307e-02   4.64497974e-02
    7.15708120e-02  -6.25404643e-03   3.47223471e-01   4.03115153e-02
    1.44404083e-01  -2.66398520e-02]
 [  2.22417805e-01   6.47134671e-01   1.08432037e-02  -5.77287570e-02
    9.25418557e-01  -2.79582233e-02  -1.07996913e+00  -4.29653145e-02
    7.66042891e-02   3.20712217e-01]
 [  4.50918365e-02  -4.92015710e-01  -1.90989433e-01   2.46157134e-01
   -1.26479916e-01   1.35908134e-01   2.98980955e-01   6.31835266e-02
    1.30181663e-01   3.25659176e-01]
 [ -4.27680909e-02   3.69353223e-02  -1.45083259e-01   5.51727020e-02
   -1.30737373e-01  -1.84098392e-01   1.74559989e-01  -1.14242342e-01
   -1.85550136e-01  -6.02188617e-02]
 [ -4.03686729e-01  -6.77802598e-01  -3.06846146e-01   1.30768991e-01
   -3.59551065e-01   4.35327509e-02   4.02651217e-01  -4.26036047e-02
   -5.01737565e-02  -6.03013761e-02]
 [ -9.39011967e-03  -3.48692931e-01   7.98767189e-03   7.81918931e-02
   -1.40241906e-01  -7.10528633e-02   1.77245176e-01  -1.94091313e-01
    1.97110143e-01   5.20252928e-02]
 [  1.01990056e-01  -4.11683700e-01   2.52972011e-02  -9.06733384e-02
   -1.82771125e-01  -4.44235474e-02   1.01385022e-01   1.12986786e-01
    7.16735477e-02  -2.47618040e-02]
 [ -1.78675030e-01  -2.24596967e-01  -3.01221269e-01  -2.19225752e-02
   -1.86398095e-01   6.66314689e-02  -3.56687057e-02  -3.07883274e-02
    2.76420129e-01  -1.32889078e-01]
 [  1.54328443e-02  -5.15530609e-01   6.15759758e-02  -9.43360308e-02
   -4.61573715e-01  -9.75687190e-02   2.02170454e-01  -1.20032686e-01
   -2.85307757e-02   3.11560553e-02]
 [ -6.91701176e-02  -2.13092853e-01   1.08549900e-02  -1.10019579e-01
   -2.83905648e-01  -1.10013366e-03   2.56234922e-01  -1.01954872e-01
    1.55816580e-02  -8.63285735e-02]
 [ -1.38279833e-01  -3.33514416e-01  -7.28390430e-02   2.31519535e-02
    1.35966697e-01   1.04195962e-01   2.67549353e-01  -1.80189520e-02
   -1.73334646e-01  -2.12261489e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.93412602e-01  -3.44795963e-01   9.12912151e-02   2.01625734e-01
   -1.86199278e-01  -5.92473509e-02   1.18325102e-01  -2.62881791e-01
   -2.92168581e-01  -1.14290237e-01]
 [  8.11090123e-02  -2.48203419e-01  -3.01788908e-02   8.66965018e-02
   -6.37215301e-02  -8.13232644e-02   3.03524251e-01  -1.22924364e-04
    4.14395070e-03  -2.75776826e-02]
 [  2.94397246e-02  -1.47572783e-01  -2.13550017e-01   1.33964462e-01
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   -9.54152346e-02  -1.05971810e-02]
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[[ 0.62634575]
 [ 1.86864212]
 [ 0.22554992]
 [ 0.93260165]
 [-2.91429188]
 [-0.32311429]
 [-1.87329399]
 [ 0.07133438]
 [ 0.67727975]
 [ 0.86522139]]
Progress: 68.5% ... Training loss: 0.249 ... Validation loss: 0.434[[  2.15427146e-01   4.68509851e-01  -8.39439232e-02   1.64127150e-01
   -2.88880810e-01  -9.07439985e-02  -1.45939592e-01   1.21385667e-01
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 [  2.24172806e-01   6.53675339e-01   1.15811039e-02  -5.50356265e-02
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   -1.46349521e-01   1.33441160e-01   2.86167339e-01   6.37563026e-02
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   -1.73491554e-01  -2.12413390e-01]
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 [  5.69416140e-02   1.03705699e-01   2.58003364e-01   2.55421313e-01
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 [  3.73982566e-02   1.27729497e-01   2.46166739e-01   8.20021149e-02
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   -1.81309776e-01   1.15863352e-01]
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   -2.36858089e-01   6.02579958e-02  -1.54448165e-02  -2.70988220e-01
   -7.64057944e-03  -7.57904337e-02]
 [ -5.79962922e-03   1.36490020e-01   8.50949414e-02  -3.52052695e-02
   -5.25719476e-02   1.76845618e-01   4.29010875e-02   1.17815577e-01
   -2.13612710e-02   1.72603215e-01]
 [  2.28954949e-01   1.17186305e-01   2.95896146e-02   8.03087253e-02
   -1.20723967e-02  -2.85442967e-02  -2.45349955e-01   1.48180843e-01
   -5.33866467e-02  -1.89822433e-02]
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 [  2.27421881e-01   3.16907661e-01   2.40594439e-01   1.30417003e-01
   -6.03205380e-01   8.82040769e-02  -1.96559107e-01   1.60230594e-01
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   -2.14013213e-01   2.60111424e-02]
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 [  3.99255719e-02  -3.55661974e-01  -1.86091941e-01  -1.24336123e-01
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   -7.09450633e-02  -1.00090351e-02]
 [ -3.11256916e-01  -8.58351698e-03   2.80396668e-02   2.45267563e-02
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   -4.39762227e-02   1.16210281e-01]
 [  1.66195439e-01  -2.91058277e-02  -2.22767033e-01  -3.21235259e-02
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 [  2.40007030e-01  -2.27947799e-01   7.57541418e-02   1.95960707e-02
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    1.43342453e-01  -1.32565539e-01]
 [ -9.03182537e-02  -8.59630995e-02   1.26365133e-01   1.25030579e-01
    2.01912392e-02  -1.21652487e-01   2.07998690e-01  -7.82838956e-02
    1.88064550e-01   1.64585563e-02]
 [ -1.02062931e-01  -2.87568661e-01   1.55999498e-01  -4.31763722e-01
   -4.75431342e-01   1.67905961e-01   2.10598804e-01  -1.33258444e-01
   -8.34429079e-02   1.08987270e-01]]
[[ 0.62955333]
 [ 1.86864641]
 [ 0.22431309]
 [ 0.9337932 ]
 [-2.9109865 ]
 [-0.32243611]
 [-1.87599309]
 [ 0.07440648]
 [ 0.68032926]
 [ 0.86883983]]
Progress: 68.5% ... Training loss: 0.251 ... Validation loss: 0.436[[  2.12992428e-01   4.63069249e-01  -8.47363690e-02   1.60660274e-01
   -2.77900873e-01  -8.96080442e-02  -1.38723468e-01   1.21118663e-01
    3.88086645e-04   2.94957609e-01]
 [  1.12625614e-02   1.15477839e-01  -1.97351023e-02   4.82929122e-02
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    1.45737659e-01  -2.50108290e-02]
 [  2.22102035e-01   6.48481922e-01   1.08027613e-02  -5.78602470e-02
    9.23200285e-01  -2.80825681e-02  -1.08202119e+00  -4.29884413e-02
    7.60571465e-02   3.20518524e-01]
 [  4.79814488e-02  -4.80477560e-01  -1.89791214e-01   2.51746389e-01
   -1.38891204e-01   1.34384751e-01   2.91684451e-01   6.35497898e-02
    1.33641288e-01   3.29497079e-01]
 [ -4.49712546e-02   3.00116196e-02  -1.45961419e-01   5.13924333e-02
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   -1.87858533e-01  -6.32422632e-02]
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   -5.12896701e-02  -6.16721322e-02]
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   -1.89259577e-01  -4.49793090e-02   9.83762316e-02   1.13078849e-01
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   -1.77870997e-01   6.75848215e-02  -3.08045586e-02  -3.10104465e-02
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   -3.01039995e-02   2.92373061e-02]
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   -1.73994168e-01  -2.12978322e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92838724e-01  -3.43778752e-01   9.14995533e-02   2.02292249e-01
   -1.86678878e-01  -5.95327714e-02   1.17551504e-01  -2.62812792e-01
   -2.91484445e-01  -1.13513420e-01]
 [  8.04552229e-02  -2.49568993e-01  -3.03785205e-02   8.58168770e-02
   -6.29080332e-02  -8.10186959e-02   3.04527118e-01  -1.93937821e-04
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 [  2.80356231e-02  -1.50856513e-01  -2.14054522e-01   1.31843980e-01
   -7.96783424e-02   8.33826848e-02  -5.97993593e-03  -2.11545776e-02
   -9.69303864e-02  -1.23439603e-02]
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 [ -5.23645263e-02  -8.47783181e-02   2.81385484e-01   1.22143422e-01
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 [  7.08952390e-02  -1.63090687e-02   8.90260390e-02   9.01979875e-02
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   -1.93414597e-02  -4.66431368e-02]
 [  7.70690358e-03  -1.80994202e-01  -2.96114615e-01  -6.22152127e-02
   -8.56825477e-03  -9.06097427e-02   5.63606576e-02   1.61053661e-01
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 [  6.27332998e-02  -6.07530679e-02  -1.09650275e-01   7.24274355e-02
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   -1.38947343e-01  -3.58619336e-02]
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   -1.04633507e-01  -2.02287976e-01  -3.02192213e-03  -2.14087663e-02
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   -1.76840770e-01  -3.77048466e-01]
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 [  1.59337140e-02  -5.62971024e-01  -4.31497382e-02  -1.00266392e-01
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   -3.60396008e-01  -2.14377506e-01]
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   -7.30542340e-02   8.55094008e-02]
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   -9.11869006e-02  -1.36316290e-01]
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   -2.66972023e-01  -3.53695677e-02]
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   -3.09151675e-02  -1.42102196e-01]
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 [  3.71829846e-01   3.98058429e-01  -7.38903698e-02   3.18147632e-01
   -8.95910519e-01  -2.91143042e-01  -5.30234939e-01   1.78250717e-01
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 [  5.68105991e-02   1.03067864e-01   2.57955424e-01   2.55225605e-01
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 [  1.97268604e-02  -1.15051319e-01  -1.22527441e-01  -6.40389904e-02
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   -1.34648713e-03  -1.82660977e-01   5.00641944e-02   9.79046753e-03
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   -1.82196481e-01   1.14851017e-01]
 [  8.55495502e-02   8.91272519e-02   1.10326585e-01   1.69673550e-02
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   -5.41978881e-02  -1.99712548e-02]
 [  5.11466020e-02   7.24287047e-02   1.93096079e-02   4.88632250e-02
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   -1.68806778e-01  -2.26069780e-01]
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   -7.07834578e-02  -9.77947042e-03]
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 [  2.40136075e-01  -2.27680295e-01   7.58388093e-02   1.99736387e-02
    9.31421240e-02  -5.49865503e-02   2.78809218e-02  -1.33803145e-01
    1.43550257e-01  -1.32329002e-01]
 [ -9.11390986e-02  -8.74117615e-02   1.26055990e-01   1.23910123e-01
    2.24674376e-02  -1.21216103e-01   2.09686748e-01  -7.83849835e-02
    1.87209072e-01   1.53392796e-02]
 [ -1.03501726e-01  -2.91273333e-01   1.55480200e-01  -4.33946464e-01
   -4.70986503e-01   1.68656141e-01   2.14158046e-01  -1.33431535e-01
   -8.49719852e-02   1.07208647e-01]]
[[ 0.62090817]
 [ 1.86315009]
 [ 0.21676387]
 [ 0.92660338]
 [-2.92107067]
 [-0.33059149]
 [-1.88570583]
 [ 0.06652753]
 [ 0.67170656]
 [ 0.85791359]]
Progress: 68.5% ... Training loss: 0.246 ... Validation loss: 0.430[[  2.13906647e-01   4.64352351e-01  -8.44891101e-02   1.61647179e-01
   -2.76847940e-01  -9.00719772e-02  -1.40323815e-01   1.21221564e-01
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 [  1.12988440e-02   1.15611026e-01  -1.97194834e-02   4.83604631e-02
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    1.45771342e-01  -2.49445398e-02]
 [  2.21243539e-01   6.45496482e-01   1.04308850e-02  -5.91296035e-02
    9.25753531e-01  -2.75560623e-02  -1.07946966e+00  -4.30918394e-02
    7.49745818e-02   3.19102799e-01]
 [  4.92339208e-02  -4.78144591e-01  -1.89357875e-01   2.53951949e-01
   -1.38795027e-01   1.33860313e-01   2.89093482e-01   6.36417424e-02
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 [ -4.56737642e-02   2.98286521e-02  -1.46060349e-01   5.06530252e-02
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   -1.88266966e-01  -6.38005116e-02]
 [ -4.03553528e-01  -6.78964273e-01  -3.06848873e-01   1.30608150e-01
   -3.57957771e-01   4.34443978e-02   4.02706457e-01  -4.25935177e-02
   -4.99511077e-02  -5.98167005e-02]
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   -1.75148338e-01   6.78922836e-02  -2.96342700e-02  -3.10764454e-02
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   -1.74359482e-01  -2.13448504e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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   -2.90734371e-01  -1.12449560e-01]
 [  7.99243493e-02  -2.50521437e-01  -3.05701941e-02   8.50126812e-02
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 [  2.89586582e-02  -1.49313682e-01  -2.13788387e-01   1.33156298e-01
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   -9.58767467e-02  -1.10035629e-02]
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 [  7.10805190e-02  -1.59128205e-02   8.90924898e-02   9.04268327e-02
   -6.06182033e-02  -1.88460943e-02   1.44772428e-01   1.19474983e-01
   -1.91264219e-02  -4.63793462e-02]
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   -8.16161390e-03  -9.05539086e-02   5.64219451e-02   1.61042738e-01
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   -1.76920383e-01  -3.77153862e-01]
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   -3.60448630e-01  -2.14433173e-01]
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   -7.28512709e-02   8.57484643e-02]
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   -9.15188989e-02  -1.36718466e-01]
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 [  5.68021434e-02   1.03120260e-01   2.57940318e-01   2.55195813e-01
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 [  3.64117172e-02   1.24753402e-01   2.45808242e-01   8.04147665e-02
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   -1.82450796e-01   1.14535347e-01]
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   -7.82713635e-03  -7.61194466e-02]
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   -5.79233603e-02   1.76147290e-01   4.02925494e-02   1.17957978e-01
   -1.99437576e-02   1.74357995e-01]
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   -5.52970070e-02  -2.13571403e-02]
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   -2.14142347e-01   2.58863418e-02]
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 [  4.06907504e-02  -3.55015577e-01  -1.85895431e-01  -1.23309434e-01
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 [ -8.65943653e-02  -1.02129038e-02   2.77501346e-01   4.99964364e-02
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   -7.18419159e-02  -1.10336061e-02]
 [ -3.10292495e-01  -6.84210433e-03   2.83966288e-02   2.59374889e-02
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   -4.28803161e-02   1.17512549e-01]
 [  1.63732927e-01  -3.54879758e-02  -2.23636800e-01  -3.58740435e-02
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    1.86873522e-01   1.49960393e-02]
 [ -1.02437197e-01  -2.88601019e-01   1.55837652e-01  -4.32471333e-01
   -4.74991594e-01   1.68077942e-01   2.11262563e-01  -1.33315050e-01
   -8.37734834e-02   1.08824009e-01]]
[[ 0.62271661]
 [ 1.86295799]
 [ 0.21923197]
 [ 0.93047393]
 [-2.92245664]
 [-0.32739825]
 [-1.87983388]
 [ 0.06980149]
 [ 0.67579559]
 [ 0.86201479]]
Progress: 68.6% ... Training loss: 0.247 ... Validation loss: 0.431[[  2.10799950e-01   4.56934442e-01  -8.55507858e-02   1.57009808e-01
   -2.69283287e-01  -8.85538375e-02  -1.31794139e-01   1.20896460e-01
   -2.05418215e-03   2.92547983e-01]
 [  1.10611367e-02   1.15030679e-01  -1.98147104e-02   4.79627896e-02
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    1.45478684e-01  -2.52752479e-02]
 [  2.22093247e-01   6.46679253e-01   1.08436583e-02  -5.75451295e-02
    9.22004567e-01  -2.82581998e-02  -1.08145038e+00  -4.29531763e-02
    7.60982036e-02   3.20621698e-01]
 [  4.99937140e-02  -4.76329851e-01  -1.89023533e-01   2.55334486e-01
   -1.39158891e-01   1.33658370e-01   2.87377385e-01   6.37176067e-02
    1.35611513e-01   3.32260175e-01]
 [ -4.67412168e-02   2.61106946e-02  -1.46359963e-01   4.93665356e-02
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   -1.89134520e-01  -6.51393410e-02]
 [ -4.04522864e-01  -6.81065182e-01  -3.07214305e-01   1.29016491e-01
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   -5.10982803e-02  -6.12052730e-02]
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   -1.88769762e-01  -4.47382251e-02   9.99900025e-02   1.13031479e-01
    7.18044814e-02  -2.38356547e-02]
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   -1.72335447e-01   6.83643047e-02  -2.71173444e-02  -3.11808959e-02
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 [  1.10772433e-02  -5.23477669e-01   6.01402116e-02  -1.01290787e-01
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   -3.31693976e-02   2.54446083e-02]
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   -1.74542944e-01  -2.13471112e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92586997e-01  -3.43510761e-01   9.15912578e-02   2.02516262e-01
   -1.86435042e-01  -5.96489153e-02   1.17094249e-01  -2.62790986e-01
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[[ 0.61208042]
 [ 1.85424522]
 [ 0.20856314]
 [ 0.91652637]
 [-2.92980861]
 [-0.33818171]
 [-1.89806785]
 [ 0.05886722]
 [ 0.66363701]
 [ 0.84952328]]
Progress: 68.7% ... Training loss: 0.248 ... Validation loss: 0.433[[  2.11993539e-01   4.61410225e-01  -8.50908710e-02   1.58960046e-01
   -2.72324787e-01  -8.91136499e-02  -1.33469007e-01   1.21021254e-01
   -6.52161493e-04   2.94329482e-01]
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 [  2.23992293e-01   6.51552020e-01   1.14896144e-02  -5.45868786e-02
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    7.80236617e-02   3.22994952e-01]
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   -5.11143365e-02  -6.11104491e-02]
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   -9.02029375e-01  -2.92262120e-01  -5.34738569e-01   1.78491795e-01
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   -2.20014705e-02  -2.01929145e-01  -1.81145395e-01  -1.32422035e-01
   -1.28178067e-01  -2.79854672e-01]
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   -1.83012189e-01   1.13892948e-01]
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   -2.33079941e-01   6.03696367e-02  -1.56078040e-02  -2.71033317e-01
   -7.83411744e-03  -7.60858091e-02]
 [ -4.96114190e-03   1.38566625e-01   8.53842827e-02  -3.42059344e-02
   -5.58560526e-02   1.76348209e-01   4.11860025e-02   1.17919570e-01
   -2.03549005e-02   1.73842308e-01]
 [  2.26872668e-01   1.11486678e-01   2.87681371e-02   7.69040240e-02
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   -5.58596654e-02  -2.20274167e-02]
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   -4.03608081e-02   4.05374258e-02]
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 [  3.89388674e-02  -3.59530882e-01  -1.86537206e-01  -1.26057905e-01
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 [ -8.71091881e-02  -1.24979899e-02   2.77339510e-01   4.93508832e-02
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   -7.23021708e-02  -1.17184573e-02]
 [ -3.11677425e-01  -1.11895168e-02   2.79185532e-02   2.37692994e-02
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   -4.43854869e-02   1.15512207e-01]
 [  1.63426343e-01  -3.61476049e-02  -2.23775628e-01  -3.62654952e-02
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    2.62792010e-02  -1.53249233e-01]
 [  2.42782751e-01  -2.19892870e-01   7.68873134e-02   2.41789743e-02
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    1.46606070e-01  -1.28310929e-01]
 [ -9.18084594e-02  -8.83021728e-02   1.25852024e-01   1.22887596e-01
    2.47611543e-02  -1.20847568e-01   2.11046632e-01  -7.84558405e-02
    1.86483707e-01   1.44941317e-02]
 [ -1.01649743e-01  -2.86450579e-01   1.56067107e-01  -4.31554643e-01
   -4.79284838e-01   1.67687734e-01   2.09548761e-01  -1.33244555e-01
   -8.28548138e-02   1.10287908e-01]]
[[ 0.6206528 ]
 [ 1.86406607]
 [ 0.21518999]
 [ 0.92433902]
 [-2.92731579]
 [-0.33463343]
 [-1.89435684]
 [ 0.06318931]
 [ 0.67239374]
 [ 0.85867355]]
Progress: 68.7% ... Training loss: 0.245 ... Validation loss: 0.426[[  2.12308070e-01   4.62071458e-01  -8.50122947e-02   1.58921047e-01
   -2.70258949e-01  -8.92754350e-02  -1.34058973e-01   1.21058773e-01
   -5.49475636e-04   2.95161227e-01]
 [  1.06324859e-02   1.14305931e-01  -1.99618883e-02   4.73580704e-02
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    1.45013638e-01  -2.57566551e-02]
 [  2.23883389e-01   6.51596477e-01   1.14679392e-02  -5.43971504e-02
    9.13830600e-01  -2.90534726e-02  -1.08459379e+00  -4.27741327e-02
    7.80370101e-02   3.23133321e-01]
 [  5.05876893e-02  -4.75942644e-01  -1.88776384e-01   2.55912150e-01
   -1.39952539e-01   1.33155610e-01   2.85315701e-01   6.37747195e-02
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 [ -4.49970782e-02   3.23196878e-02  -1.45715410e-01   5.24478594e-02
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   -1.86644566e-01  -6.21565214e-02]
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   -5.07527787e-02  -6.05441955e-02]
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   -1.84436344e-01  -4.39587701e-02   1.05069081e-01   1.12916486e-01
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   -1.77251455e-01   6.76367178e-02  -3.19873513e-02  -3.10585154e-02
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   -4.54713378e-01  -9.63977246e-02   2.07541952e-01  -1.20306302e-01
   -3.14349898e-02   2.81597073e-02]
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   -2.83132536e-01  -1.75816233e-03   2.53409462e-01  -1.01874117e-01
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   -1.74609117e-01  -2.13347885e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92330686e-01  -3.42658888e-01   9.17224646e-02   2.03010189e-01
   -1.86779373e-01  -5.98024473e-02   1.16552036e-01  -2.62761504e-01
   -2.90957224e-01  -1.12675322e-01]
 [  7.97743683e-02  -2.50910600e-01  -3.06825799e-02   8.45291834e-02
   -6.00962515e-02  -8.06215286e-02   3.05948504e-01  -2.68583807e-04
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 [  2.86588817e-02  -1.49680463e-01  -2.13877704e-01   1.32504615e-01
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   -9.61372688e-02  -1.12888491e-02]
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 [  7.08888403e-02  -1.59181850e-02   8.90381411e-02   8.99638966e-02
   -5.92141671e-02  -1.87211710e-02   1.44870640e-01   1.19455304e-01
   -1.94364235e-02  -4.66898057e-02]
 [  7.38501851e-03  -1.82998870e-01  -2.96182396e-01  -6.23061802e-02
   -1.06695835e-02  -9.04679754e-02   5.73872482e-02   1.61021699e-01
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 [  6.14383772e-02  -6.56125633e-02  -1.10197182e-01   7.01238508e-02
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   -1.77227753e-01  -3.77568975e-01]
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 [  1.60668085e-02  -5.63109512e-01  -4.31104504e-02  -1.00096104e-01
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   -3.60245036e-01  -2.14164411e-01]
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   -7.27335758e-02   8.60288641e-02]
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   -9.20070746e-02  -1.37335853e-01]
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   -2.67737420e-01  -3.62579117e-02]
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 [  3.75935782e-01   4.08570010e-01  -7.23974315e-02   3.23796752e-01
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 [  5.70959901e-02   1.02923936e-01   2.58062342e-01   2.55491103e-01
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 [  1.95202111e-02  -1.16687054e-01  -1.22651914e-01  -6.44634710e-02
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   -1.82591225e-01   1.14439257e-01]
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   -7.12155894e-03  -7.51649685e-02]
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   -2.03604829e-02   1.73856193e-01]
 [  2.26453712e-01   1.10235596e-01   2.86179164e-02   7.62119686e-02
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   -5.63166278e-02  -2.25973964e-02]
 [  5.20289180e-02   7.48017161e-02   1.95813673e-02   5.01005109e-02
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 [  6.68948928e-02   4.87121654e-01   1.30823307e-01   4.57982961e-01
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   -2.13959589e-01   2.60650654e-02]
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   -1.68317410e-01  -2.25423545e-01]
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   -7.30268245e-02  -1.24968560e-02]
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   -4.47620920e-02   1.15115747e-01]
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    1.00452283e-01  -3.13446048e-01   6.11126295e-02  -1.63976478e-01
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 [  2.43290324e-01  -2.18846589e-01   7.70654434e-02   2.49565133e-02
    8.16639909e-02  -5.68134275e-02   2.03179081e-02  -1.33427024e-01
    1.47100096e-01  -1.27571171e-01]
 [ -9.08176713e-02  -8.67330739e-02   1.26183460e-01   1.23952697e-01
    2.40699675e-02  -1.21370862e-01   2.09040681e-01  -7.83548902e-02
    1.87384410e-01   1.59032368e-02]
 [ -1.01946013e-01  -2.87270221e-01   1.55956934e-01  -4.32067618e-01
   -4.78569365e-01   1.67852743e-01   2.10831454e-01  -1.33274644e-01
   -8.31559897e-02   1.09954189e-01]]
[[ 0.62586644]
 [ 1.86716469]
 [ 0.21683977]
 [ 0.93146099]
 [-2.92848042]
 [-0.3328972 ]
 [-1.89188996]
 [ 0.06513834]
 [ 0.67883448]
 [ 0.86244095]]
Progress: 68.8% ... Training loss: 0.246 ... Validation loss: 0.426[[  2.12112399e-01   4.62625363e-01  -8.51135600e-02   1.58154060e-01
   -2.67567434e-01  -8.90863897e-02  -1.34322234e-01   1.21008949e-01
   -1.19934646e-03   2.94780684e-01]
 [  1.05005238e-02   1.13932848e-01  -2.00079883e-02   4.71904733e-02
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    1.44882207e-01  -2.59413405e-02]
 [  2.22125319e-01   6.45737768e-01   1.08980693e-02  -5.70150715e-02
    9.21300637e-01  -2.82017459e-02  -1.07982034e+00  -4.29472467e-02
    7.61441844e-02   3.20930340e-01]
 [  5.23147091e-02  -4.71193766e-01  -1.88152511e-01   2.58428785e-01
   -1.48692049e-01   1.32302499e-01   2.82136684e-01   6.39564470e-02
    1.37649594e-01   3.35047466e-01]
 [ -4.50424452e-02   3.21242877e-02  -1.45753908e-01   5.25387520e-02
   -1.32760507e-01  -1.82989433e-01   1.75920668e-01  -1.14523031e-01
   -1.86751581e-01  -6.24549341e-02]
 [ -4.04775344e-01  -6.81103139e-01  -3.07348199e-01   1.28079395e-01
   -3.54642014e-01   4.41961818e-02   4.04803999e-01  -4.27544933e-02
   -5.16074483e-02  -6.15150906e-02]
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   -1.43010509e-01  -7.15102495e-02   1.74655862e-01  -1.94034303e-01
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   -1.79220411e-01  -4.32570900e-02   1.07866836e-01   1.12772122e-01
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   -1.78571633e-01   6.73786362e-02  -3.28093489e-02  -3.10073291e-02
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 [  9.50449569e-03  -5.27251786e-01   5.95961606e-02  -1.04173751e-01
   -4.43540372e-01  -9.45713851e-02   2.14406688e-01  -1.20669263e-01
   -3.52310815e-02   2.35847884e-02]
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   -1.74005378e-01  -2.12589718e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92665802e-01  -3.42966245e-01   9.15643929e-02   2.02358709e-01
   -1.86316544e-01  -5.95504262e-02   1.16798018e-01  -2.62809662e-01
   -2.91492180e-01  -1.13262004e-01]
 [  7.97366068e-02  -2.51132469e-01  -3.07140556e-02   8.43201084e-02
   -5.96996917e-02  -8.05881435e-02   3.05844231e-01  -2.82321067e-04
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 [  2.86717431e-02  -1.49273022e-01  -2.13875054e-01   1.32503006e-01
   -8.10645855e-02   8.29734608e-02  -8.02509437e-03  -2.10897570e-02
   -9.61383280e-02  -1.13172329e-02]
 [ -1.19828839e-01  -1.10569250e-01  -2.00910161e-01   1.58808038e-01
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 [ -5.09691254e-02  -8.13536657e-02   2.81873505e-01   1.24266913e-01
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 [  6.97279324e-02  -1.94894548e-02   8.86174662e-02   8.79690718e-02
   -5.49007130e-02  -1.80353758e-02   1.47727940e-01   1.19319552e-01
   -2.08032482e-02  -4.82826838e-02]
 [  7.36719132e-03  -1.83230442e-01  -2.96198332e-01  -6.23222813e-02
   -1.04743027e-02  -9.04577361e-02   5.73040526e-02   1.61017961e-01
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 [  6.05875472e-02  -6.80350066e-02  -1.10509208e-01   6.87514904e-02
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   -1.41590125e-01  -3.89267247e-02]
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   -1.77522733e-01  -3.77918191e-01]
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 [  1.60730516e-02  -5.63430489e-01  -4.31129961e-02  -1.00108858e-01
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   -3.60257280e-01  -2.14201122e-01]
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   -7.31460753e-02   8.55245148e-02]
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   -9.20437959e-02  -1.37380344e-01]
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   -2.67931263e-01  -3.64963608e-02]
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 [  8.43520220e-02   2.61323145e-01   1.54069244e-01  -1.26448878e-01
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 [  3.76434657e-01   4.09851567e-01  -7.22001136e-02   3.24357051e-01
   -9.07214312e-01  -2.93683052e-01  -5.41255873e-01   1.78764070e-01
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 [  5.74147418e-02   1.03537238e-01   2.58174643e-01   2.55966030e-01
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   -1.27760239e-01  -2.79291510e-01]
 [  1.95976586e-02  -1.16596955e-01  -1.22627415e-01  -6.43618634e-02
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 [  6.62447389e-03  -5.18946700e-02  -6.71320109e-02  -5.01650707e-02
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 [  3.61691548e-02   1.24370884e-01   2.45733140e-01   8.00239178e-02
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   -1.82720767e-01   1.14235535e-01]
 [  8.56759205e-02   8.89365399e-02   1.10248565e-01   1.67780634e-02
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   -7.92821186e-03  -7.61914021e-02]
 [ -4.50619958e-03   1.39788088e-01   8.55262010e-02  -3.36409725e-02
   -5.81970773e-02   1.76130203e-01   3.97967964e-02   1.17956667e-01
   -1.98890377e-02   1.74387479e-01]
 [  2.26950376e-01   1.11457813e-01   2.88104825e-02   7.70167614e-02
   -3.34809056e-03  -2.74748048e-02  -2.40193110e-01   1.47954230e-01
   -5.58106239e-02  -2.18508207e-02]
 [  5.21947059e-02   7.53148305e-02   1.96330941e-02   5.03309540e-02
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 [  6.66418076e-02   4.86426134e-01   1.30733622e-01   4.57638647e-01
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 [  2.26897240e-01   3.16842286e-01   2.40512180e-01   1.30071630e-01
   -6.08074424e-01   8.83899861e-02  -1.94980214e-01   1.60228071e-01
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 [ -8.15449702e-02   2.46933313e-01   2.37895617e-01   5.37691177e-03
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   -4.10424743e-02   3.97031163e-02]
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   -2.83835525e-01  -1.02876175e-01]
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   -2.13832918e-01   2.62090693e-02]
 [  7.55026465e-03  -4.55115105e-01  -1.29152532e-01  -1.66011167e-01
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   -1.68399246e-01  -2.25517183e-01]
 [  3.79877124e-02  -3.62086191e-01  -1.86953480e-01  -1.27796626e-01
   -3.75100313e-01  -7.40427073e-03   2.61050613e-01  -1.66486497e-01
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 [ -8.84629425e-02  -1.60300091e-02   2.76879419e-01   4.73654951e-02
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   -7.37623839e-02  -1.34583741e-02]
 [ -3.12032745e-01  -1.23317906e-02   2.77663350e-02   2.29615708e-02
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   -4.49312161e-02   1.14949959e-01]
 [  1.65023302e-01  -3.10920303e-02  -2.23131756e-01  -3.38232122e-02
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    2.79821326e-02  -1.51033018e-01]
 [  2.42867297e-01  -2.19950291e-01   7.69010094e-02   2.42467979e-02
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    1.46560599e-01  -1.28280636e-01]
 [ -9.12014761e-02  -8.79834346e-02   1.26037490e-01   1.23325333e-01
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    1.87038221e-01   1.53316129e-02]
 [ -1.01879678e-01  -2.87183569e-01   1.55949205e-01  -4.32163720e-01
   -4.79825628e-01   1.67906025e-01   2.10177218e-01  -1.33289616e-01
   -8.31962814e-02   1.10047792e-01]]
[[ 0.61883849]
 [ 1.8614664 ]
 [ 0.20918329]
 [ 0.92604364]
 [-2.93360116]
 [-0.33839418]
 [-1.8969414 ]
 [ 0.05992516]
 [ 0.67306955]
 [ 0.85570456]]
Progress: 68.8% ... Training loss: 0.248 ... Validation loss: 0.428[[  2.11286161e-01   4.60479596e-01  -8.54203733e-02   1.56718299e-01
   -2.61162065e-01  -8.85628059e-02  -1.32886356e-01   1.20916633e-01
   -2.20162089e-03   2.93594509e-01]
 [  1.00128723e-02   1.12066272e-01  -2.02200641e-02   4.61992812e-02
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    1.44293223e-01  -2.68176272e-02]
 [  2.19517861e-01   6.40649198e-01   9.88069851e-03  -6.13038823e-02
    9.32662347e-01  -2.66247213e-02  -1.07598911e+00  -4.32329498e-02
    7.30359415e-02   3.17378703e-01]
 [  5.15012215e-02  -4.75335219e-01  -1.88385249e-01   2.57464866e-01
   -1.46363305e-01   1.32669158e-01   2.86895595e-01   6.38953979e-02
    1.36901088e-01   3.34262335e-01]
 [ -4.72444713e-02   2.60221003e-02  -1.46400796e-01   4.98399889e-02
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   -1.89084436e-01  -6.53596053e-02]
 [ -4.03930374e-01  -6.79352328e-01  -3.07032294e-01   1.29326354e-01
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   -5.06644186e-02  -6.04482624e-02]
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   -1.40973372e-01  -7.11090815e-02   1.76905179e-01  -1.94105230e-01
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 [  9.88536105e-02  -4.20888844e-01   2.41865685e-02  -9.55623438e-02
   -1.74625748e-01  -4.27316874e-02   1.09877968e-01   1.12671114e-01
    6.79885628e-02  -2.85539198e-02]
 [ -1.80828255e-01  -2.29593489e-01  -3.01960819e-01  -2.52221517e-02
   -1.76096681e-01   6.76710062e-02  -3.11255474e-02  -3.10617593e-02
    2.74491570e-01  -1.35788627e-01]
 [  9.89614712e-03  -5.26831042e-01   5.96464183e-02  -1.04060197e-01
   -4.43349595e-01  -9.46700588e-02   2.13089463e-01  -1.20658965e-01
   -3.50302288e-02   2.36754045e-02]
 [ -6.79160433e-02  -2.12588744e-01   1.12556401e-02  -1.08956885e-01
   -2.82771758e-01  -1.93191651e-03   2.53815486e-01  -1.01837216e-01
    1.68244330e-02  -8.41830642e-02]
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   -1.74919304e-01  -2.13684285e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
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[[ 0.61164938]
 [ 1.8540325 ]
 [ 0.20499016]
 [ 0.92085732]
 [-2.93964981]
 [-0.34150913]
 [-1.89828872]
 [ 0.05600375]
 [ 0.66640826]
 [ 0.8480501 ]]
Progress: 68.8% ... Training loss: 0.252 ... Validation loss: 0.433[[  2.13112775e-01   4.65737450e-01  -8.47175072e-02   1.59722460e-01
   -2.67772936e-01  -8.95874034e-02  -1.36404374e-01   1.21104191e-01
   -4.45725045e-05   2.96243364e-01]
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 [  2.22592222e-01   6.50544369e-01   1.09527494e-02  -5.65040157e-02
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    7.66310108e-02   3.21775145e-01]
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   -1.88690507e-01  -6.49980693e-02]
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   -4.99268436e-02  -5.95527413e-02]
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   -1.75579448e-01  -2.14508666e-01]
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   -1.99677316e-02  -4.70345970e-02]
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   -1.77888918e-01  -3.78442960e-01]
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   -3.60265390e-01  -2.14237578e-01]
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   -9.20861312e-02  -1.37409043e-01]
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 [  5.77599688e-02   1.04044621e-01   2.58285629e-01   2.56439061e-01
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   -1.82598960e-01   1.14364053e-01]
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   -2.26380354e-01   6.11001654e-02  -1.36866535e-02  -2.71168432e-01
   -9.38381937e-03  -7.80625847e-02]
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   -5.71464806e-02   1.76206384e-01   4.04459018e-02   1.17942115e-01
   -2.00774938e-02   1.74149135e-01]
 [  2.27245320e-01   1.12726836e-01   2.89137114e-02   7.73432165e-02
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   -5.54559727e-02  -2.13053283e-02]
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 [  2.27391694e-01   3.18386778e-01   2.40696642e-01   1.30951706e-01
   -6.11612190e-01   8.81183980e-02  -1.96717004e-01   1.60278234e-01
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   -1.68260796e-01  -2.25342253e-01]
 [  3.84206171e-02  -3.60771962e-01  -1.86751304e-01  -1.26943464e-01
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 [ -8.72454437e-02  -1.39696353e-02   2.77313157e-01   4.93534677e-02
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   -7.24488256e-02  -1.18952565e-02]
 [ -3.11602939e-01  -1.15627610e-02   2.79022653e-02   2.35901175e-02
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   -4.44702702e-02   1.15563737e-01]
 [  1.65232011e-01  -3.10792948e-02  -2.23082743e-01  -3.36616044e-02
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 [  2.43214078e-01  -2.19319691e-01   7.70408930e-02   2.49586927e-02
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    1.47074332e-01  -1.27791325e-01]
 [ -9.02212193e-02  -8.58811421e-02   1.26341414e-01   1.24765609e-01
    2.08521648e-02  -1.21653208e-01   2.07412710e-01  -7.83110251e-02
    1.87988045e-01   1.65766471e-02]
 [ -1.02239810e-01  -2.86768341e-01   1.55808767e-01  -4.33030535e-01
   -4.79740987e-01   1.68139547e-01   2.09802877e-01  -1.33332926e-01
   -8.36948215e-02   1.09662125e-01]]
[[ 0.63025657]
 [ 1.87254808]
 [ 0.22255882]
 [ 0.93717447]
 [-2.9292711 ]
 [-0.32996264]
 [-1.88828904]
 [ 0.07183753]
 [ 0.68429829]
 [ 0.86659441]]
Progress: 68.9% ... Training loss: 0.247 ... Validation loss: 0.426[[  2.12255048e-01   4.64029808e-01  -8.49856725e-02   1.58376331e-01
   -2.66848697e-01  -8.91584532e-02  -1.33476881e-01   1.21010305e-01
   -1.19545768e-03   2.94952735e-01]
 [  1.01132604e-02   1.12291593e-01  -2.02070728e-02   4.62920861e-02
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    1.44304491e-01  -2.67306617e-02]
 [  2.24431559e-01   6.54355094e-01   1.17164396e-02  -5.38868737e-02
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    7.88516195e-02   3.24509567e-01]
 [  4.79363361e-02  -4.82727957e-01  -1.89650253e-01   2.52608665e-01
   -1.31103954e-01   1.34704050e-01   2.92933075e-01   6.35473827e-02
    1.32915891e-01   3.29600437e-01]
 [ -4.89130822e-02   1.96102216e-02  -1.46887045e-01   4.81277128e-02
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   -1.90702113e-01  -6.77181144e-02]
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   -5.10913794e-02  -6.09749903e-02]
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   -1.87375395e-01  -4.42098427e-02   1.04346983e-01   1.12948475e-01
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   -1.83573087e-01   6.69042075e-02  -3.42146941e-02  -3.09365112e-02
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 [  1.34124723e-02  -5.17940120e-01   6.08508494e-02  -9.89164432e-02
   -4.62685122e-01  -9.67504001e-02   2.06929651e-01  -1.20351230e-01
   -3.12245355e-02   2.82333526e-02]
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   -2.82355844e-01  -1.70127356e-03   2.54212620e-01  -1.01877642e-01
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   -1.76094932e-01  -2.15159528e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
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   -1.87125184e-01  -5.97431456e-02   1.15718365e-01  -2.62793157e-01
   -2.91192781e-01  -1.12880467e-01]
 [  8.03780442e-02  -2.50361503e-01  -3.04800454e-02   8.52743862e-02
   -6.04122249e-02  -8.09393871e-02   3.05357876e-01  -2.13940910e-04
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 [  2.90301730e-02  -1.48791329e-01  -2.13736808e-01   1.32889020e-01
   -8.23771981e-02   8.27878834e-02  -8.94024947e-03  -2.10528900e-02
   -9.57279889e-02  -1.07786641e-02]
 [ -1.20831302e-01  -1.13044405e-01  -2.01235453e-01   1.57395918e-01
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 [ -5.12959532e-02  -8.21515430e-02   2.81739094e-01   1.23793859e-01
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 [  6.94176448e-02  -2.06737319e-02   8.84892617e-02   8.75226909e-02
   -5.62236231e-02  -1.78856575e-02   1.49167050e-01   1.19264825e-01
   -2.11434361e-02  -4.85625459e-02]
 [  8.11288813e-03  -1.80959921e-01  -2.95973155e-01  -6.14802384e-02
   -1.47407652e-02  -9.07967594e-02   5.58050439e-02   1.61082096e-01
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 [  6.13871215e-02  -6.56976913e-02  -1.10205807e-01   7.00467162e-02
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   -1.40615441e-01  -3.77611285e-02]
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   -1.44315353e-01  -3.30082887e-01   1.33977300e-01   7.82645500e-03
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   -1.77815812e-01  -3.78350000e-01]
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 [  1.59327116e-02  -5.63894110e-01  -4.31651226e-02  -1.00316185e-01
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   -3.60411737e-01  -2.14420427e-01]
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   -9.19845028e-02  -1.37299493e-01]
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 [  8.44051190e-02   2.61267889e-01   1.54062163e-01  -1.26320266e-01
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 [  3.76462897e-01   4.09147982e-01  -7.22225405e-02   3.24113037e-01
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 [  5.76190771e-02   1.04087766e-01   2.58241469e-01   2.56284847e-01
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 [  6.76625202e-03  -5.16083682e-02  -6.70838515e-02  -4.99707530e-02
   -6.03687679e-04  -1.82837727e-01   4.90931683e-02   9.80299856e-03
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 [  3.56350826e-02   1.23017450e-01   2.45541009e-01   7.90415246e-02
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   -1.83372716e-01   1.13426178e-01]
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   -9.69147190e-03  -7.84857074e-02]
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   -2.02842838e-02   1.73900236e-01]
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   -5.46778072e-02  -2.03570683e-02]
 [  5.12764434e-02   7.24608288e-02   1.93036021e-02   4.89060611e-02
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 [  6.61744532e-02   4.85858535e-01   1.30582101e-01   4.57059481e-01
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   -6.09604221e-01   8.84067286e-02  -1.94994077e-01   1.60212922e-01
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 [ -8.13209452e-02   2.47622761e-01   2.37971703e-01   5.81277874e-03
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   -4.07655641e-02   4.01138025e-02]
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   -2.83133394e-01  -1.01984120e-01]
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   -2.13397569e-01   2.67613658e-02]
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   -1.68171738e-01  -2.25235938e-01]
 [  3.69251325e-02  -3.64995499e-01  -1.87317535e-01  -1.29213543e-01
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    4.41573367e-02  -2.71381175e-01]
 [ -8.80470563e-02  -1.61308299e-02   2.77004907e-01   4.81035803e-02
    1.58368126e-01   6.06093492e-02   5.91424858e-02  -2.93589022e-01
   -7.33716077e-02  -1.30725480e-02]
 [ -3.12146210e-01  -1.37044597e-02   2.76899137e-02   2.27604169e-02
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   -4.51135722e-02   1.14867824e-01]
 [  1.65358686e-01  -3.07784223e-02  -2.23026852e-01  -3.34329158e-02
    9.82820474e-02  -3.13804003e-01   5.88155827e-02  -1.63911573e-01
    2.83304971e-02  -1.50712674e-01]
 [  2.43679751e-01  -2.18618720e-01   7.72223753e-02   2.55613737e-02
    8.23113159e-02  -5.70954149e-02   2.02419783e-02  -1.33379706e-01
    1.47454863e-01  -1.27310836e-01]
 [ -9.06642237e-02  -8.68058232e-02   1.26212572e-01   1.24127630e-01
    2.20540268e-02  -1.21460434e-01   2.07843704e-01  -7.83576646e-02
    1.87392632e-01   1.59533727e-02]
 [ -1.02007771e-01  -2.84354592e-01   1.55888692e-01  -4.33078909e-01
   -4.85751568e-01   1.68014984e-01   2.09202960e-01  -1.33303755e-01
   -8.34388062e-02   1.09886998e-01]]
[[ 0.62408691]
 [ 1.86920215]
 [ 0.21446805]
 [ 0.92745428]
 [-2.93257015]
 [-0.33650449]
 [-1.90257391]
 [ 0.06519484]
 [ 0.67621753]
 [ 0.85969004]]
Progress: 69.0% ... Training loss: 0.245 ... Validation loss: 0.424[[  2.12454572e-01   4.64494046e-01  -8.49375558e-02   1.58488554e-01
   -2.63864550e-01  -8.91880317e-02  -1.33691027e-01   1.21034961e-01
   -9.92753112e-04   2.95299933e-01]
 [  1.02136322e-02   1.12638543e-01  -2.01708709e-02   4.64342963e-02
    7.09906259e-02  -6.28808333e-03   3.46776424e-01   4.03221148e-02
    1.44394719e-01  -2.66419941e-02]
 [  2.22162862e-01   6.48808245e-01   1.08530279e-02  -5.72007546e-02
    9.21174752e-01  -2.81406396e-02  -1.08277791e+00  -4.29435727e-02
    7.63841290e-02   3.21416141e-01]
 [  4.72043516e-02  -4.83693607e-01  -1.89859745e-01   2.51249732e-01
   -1.25042085e-01   1.35151983e-01   2.95350431e-01   6.34612680e-02
    1.32379858e-01   3.29056053e-01]
 [ -4.70938410e-02   2.43990050e-02  -1.46188938e-01   5.09013837e-02
   -1.23413374e-01  -1.82015389e-01   1.80134600e-01  -1.14711978e-01
   -1.88877675e-01  -6.53553440e-02]
 [ -4.03954356e-01  -6.80479320e-01  -3.07072696e-01   1.29019434e-01
   -3.55262502e-01   4.37599976e-02   4.03665064e-01  -4.27009101e-02
   -5.08602214e-02  -6.06694877e-02]
 [ -1.13244815e-02  -3.53371653e-01   7.37044533e-03   7.51361957e-02
   -1.36546949e-01  -7.01973098e-02   1.81970250e-01  -1.94305334e-01
    1.94620762e-01   4.99147345e-02]
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   -1.83470102e-01  -4.37361379e-02   1.05601642e-01   1.12862427e-01
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   -1.82896831e-01   6.71326867e-02  -3.33314423e-02  -3.09752842e-02
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 [  1.32010449e-02  -5.18349258e-01   6.07351508e-02  -9.93953454e-02
   -4.60366013e-01  -9.65526221e-02   2.07411883e-01  -1.20379284e-01
   -3.13672025e-02   2.81493967e-02]
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   -2.79415841e-01  -1.34519093e-03   2.55837776e-01  -1.01939573e-01
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   -1.76204886e-01  -2.15394065e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92096929e-01  -3.41473060e-01   9.17818900e-02   2.03232032e-01
   -1.87212107e-01  -5.99026017e-02   1.15005050e-01  -2.62762444e-01
   -2.90896560e-01  -1.12488110e-01]
 [  8.03455916e-02  -2.50731648e-01  -3.04888694e-02   8.52428042e-02
   -5.97444417e-02  -8.09413544e-02   3.05699111e-01  -2.16806932e-04
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 [  2.87558133e-02  -1.49671244e-01  -2.13838798e-01   1.32427715e-01
   -8.15698118e-02   8.29377449e-02  -7.96800485e-03  -2.10808810e-02
   -9.60489667e-02  -1.11605804e-02]
 [ -1.21007210e-01  -1.13451835e-01  -2.01294058e-01   1.57154520e-01
   -1.86377549e-02   1.33660710e-01  -3.04561515e-03  -2.51308749e-01
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 [ -5.13712673e-02  -8.20422690e-02   2.81714689e-01   1.23689838e-01
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 [  7.01541800e-02  -1.91728521e-02   8.87202327e-02   8.86951557e-02
   -5.89673207e-02  -1.82564956e-02   1.48079296e-01   1.19345393e-01
   -2.02780300e-02  -4.75521845e-02]
 [  7.13510192e-03  -1.84005023e-01  -2.96337562e-01  -6.30571853e-02
   -1.05965267e-02  -9.02332086e-02   5.75813010e-02   1.60972382e-01
    1.00000036e-01  -4.41829975e-02]
 [  6.13211577e-02  -6.58490963e-02  -1.10244021e-01   6.98919510e-02
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   -1.40755568e-01  -3.78678134e-02]
 [  1.82328275e-02   2.09170588e-03   1.28369477e-01   1.34515964e-01
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   -2.46268426e-02   1.98251508e-02]
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   -1.77801724e-01  -3.78310484e-01]
 [ -1.68068888e-02  -5.09606903e-01  -3.19220431e-02  -7.39696814e-02
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 [  1.61552185e-02  -5.63566571e-01  -4.30851663e-02  -1.00003377e-01
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   -3.60157606e-01  -2.14112756e-01]
 [ -1.79013189e-01  -6.92360601e-01  -1.26113343e-02  -2.10432358e-01
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   -7.32171918e-02   8.54867194e-02]
 [ -3.06817342e-01  -5.26995619e-01   5.33233808e-02  -5.23068314e-02
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   -9.20845950e-02  -1.37424376e-01]
 [ -2.19586052e-01  -3.93912840e-01   2.47518659e-01  -2.55828050e-01
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   -2.68103727e-01  -3.66935769e-02]
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   -3.17008751e-02  -1.42901202e-01]
 [  8.41001686e-02   2.60391007e-01   1.53939581e-01  -1.26872345e-01
   -1.16323398e-01   6.25964154e-02  -1.45157904e-01   2.78810190e-01
    4.39833413e-02   1.51221924e-01]
 [  3.76595923e-01   4.09041837e-01  -7.21859903e-02   3.24129631e-01
   -9.04950894e-01  -2.93757113e-01  -5.40249842e-01   1.78757929e-01
    4.16427358e-01   1.49684382e-02]
 [  5.74802139e-02   1.03732299e-01   2.58197875e-01   2.56056897e-01
   -2.22390401e-02  -2.02157367e-01  -1.81836488e-01  -1.32377482e-01
   -1.27691007e-01  -2.79181986e-01]
 [  1.94041627e-02  -1.17042484e-01  -1.22683095e-01  -6.46955317e-02
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 [  6.85582207e-03  -5.10828092e-02  -6.70505172e-02  -4.98513531e-02
   -9.99882175e-04  -1.82860128e-01   4.86007441e-02   9.81011938e-03
    3.76947393e-02   4.72042677e-03]
 [  3.51449210e-02   1.22106110e-01   2.45377419e-01   7.83471068e-02
   -1.98181729e-01  -1.41474208e-01   5.23806365e-02   3.93333392e-02
   -1.83802158e-01   1.12981740e-01]
 [  8.41965441e-02   8.45887006e-02   1.09742242e-01   1.45231386e-02
   -2.25702961e-01   6.11984582e-02  -1.30400387e-02  -2.71192168e-01
   -9.59170432e-03  -7.84569239e-02]
 [ -5.25603040e-03   1.38222394e-01   8.52556049e-02  -3.49150243e-02
   -5.49419418e-02   1.76544614e-01   4.13214240e-02   1.17873527e-01
   -2.07876681e-02   1.73286338e-01]
 [  2.27573326e-01   1.14066400e-01   2.90565333e-02   7.77669549e-02
   -8.10504194e-03  -2.78811392e-02  -2.41355270e-01   1.48032340e-01
   -5.50393450e-02  -2.07691941e-02]
 [  5.11159896e-02   7.20534678e-02   1.92474585e-02   4.86625731e-02
   -4.75378400e-01  -1.26460966e-01  -2.60277832e-01   4.11843489e-02
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 [  6.69535228e-02   4.87897373e-01   1.30831598e-01   4.58193319e-01
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 [  2.26679506e-01   3.16428058e-01   2.40429196e-01   1.29848408e-01
   -6.08974858e-01   8.84914805e-02  -1.95076092e-01   1.60194277e-01
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   -4.08719189e-02   3.99984359e-02]
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   -2.83185892e-01  -1.02046521e-01]
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   -2.12864933e-01   2.74135042e-02]
 [  7.45222123e-03  -4.55575345e-01  -1.29189483e-01  -1.66165601e-01
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   -1.68523635e-01  -2.25656685e-01]
 [  3.57231073e-02  -3.68255829e-01  -1.87757795e-01  -1.31103124e-01
   -3.69450720e-01  -6.15564941e-03   2.68333122e-01  -1.66760913e-01
    4.29683169e-02  -2.73113521e-01]
 [ -8.77623080e-02  -1.53080391e-02   2.77112006e-01   4.85772784e-02
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   -7.30695852e-02  -1.26913528e-02]
 [ -3.11642734e-01  -1.27231672e-02   2.78488048e-02   2.35235990e-02
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   -4.46007955e-02   1.15597822e-01]
 [  1.65875995e-01  -2.94264763e-02  -2.22844455e-01  -3.26708924e-02
    9.64932163e-02  -3.14067122e-01   5.71089539e-02  -1.63855424e-01
    2.89021464e-02  -1.49967631e-01]
 [  2.44193942e-01  -2.18329333e-01   7.73892119e-02   2.61809185e-02
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    1.48016485e-01  -1.26553635e-01]
 [ -9.17315442e-02  -8.87504194e-02   1.25844829e-01   1.22572977e-01
    2.65027094e-02  -1.20851312e-01   2.10135873e-01  -7.84765891e-02
    1.86328163e-01   1.46473817e-02]
 [ -1.02525624e-01  -2.85792803e-01   1.55724389e-01  -4.33835324e-01
   -4.84182207e-01   1.68283091e-01   2.10655083e-01  -1.33357659e-01
   -8.39838837e-02   1.09229830e-01]]
[[ 0.61950653]
 [ 1.86629225]
 [ 0.21095799]
 [ 0.92497325]
 [-2.93735544]
 [-0.34116482]
 [-1.90331951]
 [ 0.06139069]
 [ 0.67127621]
 [ 0.85488733]]
Progress: 69.0% ... Training loss: 0.246 ... Validation loss: 0.425[[  2.14909168e-01   4.70924502e-01  -8.41209597e-02   1.61752655e-01
   -2.69945373e-01  -9.04821854e-02  -1.39932406e-01   1.21262716e-01
    1.32935603e-03   2.98459694e-01]
 [  1.06902855e-02   1.13702492e-01  -2.00004573e-02   4.71685729e-02
    6.95058056e-02  -6.55695334e-03   3.46200432e-01   4.03681152e-02
    1.44912942e-01  -2.60102396e-02]
 [  2.22689766e-01   6.49784044e-01   1.08932134e-02  -5.67954888e-02
    9.19020019e-01  -2.82718617e-02  -1.08625171e+00  -4.29223993e-02
    7.68309751e-02   3.21996061e-01]
 [  4.90664628e-02  -4.79285890e-01  -1.89219439e-01   2.53815760e-01
   -1.26949935e-01   1.34105502e-01   2.90137361e-01   6.36471076e-02
    1.34268801e-01   3.31631632e-01]
 [ -4.59305897e-02   2.76967814e-02  -1.45769735e-01   5.28388451e-02
   -1.30135216e-01  -1.82642481e-01   1.78189841e-01  -1.14597776e-01
   -1.87368509e-01  -6.40196574e-02]
 [ -4.03519146e-01  -6.79283917e-01  -3.06902821e-01   1.29743293e-01
   -3.56279553e-01   4.34994435e-02   4.03027963e-01  -4.26563878e-02
   -5.03733125e-02  -6.00744169e-02]
 [ -9.64085478e-03  -3.49776928e-01   7.93448121e-03   7.75047038e-02
   -1.44181080e-01  -7.10774130e-02   1.78189379e-01  -1.94141612e-01
    1.96286109e-01   5.20446466e-02]
 [  1.01159932e-01  -4.14530246e-01   2.49701769e-02  -9.21327937e-02
   -1.86129465e-01  -4.39512458e-02   1.03347347e-01   1.12897979e-01
    7.06679672e-02  -2.52971089e-02]
 [ -1.79129589e-01  -2.24577314e-01  -3.01371586e-01  -2.31264183e-02
   -1.86887806e-01   6.67344916e-02  -3.46639554e-02  -3.08995641e-02
    2.75979937e-01  -1.33604276e-01]
 [  1.56925501e-02  -5.11668650e-01   6.15671655e-02  -9.59925987e-02
   -4.73424328e-01  -9.78419972e-02   2.00693412e-01  -1.20147039e-01
   -2.89309729e-02   3.12712427e-02]
 [ -6.75389159e-02  -2.12832710e-01   1.13645655e-02  -1.08857996e-01
   -2.83577462e-01  -2.06652023e-03   2.52997837e-01  -1.01807628e-01
    1.68585983e-02  -8.37114787e-02]
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    1.87025600e-01   1.54801226e-02]
 [ -1.03723095e-01  -2.88956643e-01   1.55317616e-01  -4.35690524e-01
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   -8.52491245e-02   1.07570614e-01]]
[[ 0.63119283]
 [ 1.87378187]
 [ 0.22160443]
 [ 0.93883628]
 [-2.93088469]
 [-0.33196724]
 [-1.89049595]
 [ 0.07070027]
 [ 0.68405487]
 [ 0.86576208]]
Progress: 69.0% ... Training loss: 0.247 ... Validation loss: 0.427[[  2.15175407e-01   4.72178376e-01  -8.40480162e-02   1.62000875e-01
   -2.67927128e-01  -9.05660897e-02  -1.40848111e-01   1.21297926e-01
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 [  2.21551505e-01   6.45880465e-01   1.05204886e-02  -5.81834563e-02
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    7.56182857e-02   3.20671620e-01]
 [  4.69719724e-02  -4.82274031e-01  -1.89836729e-01   2.50973926e-01
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   -1.76693898e-01  -2.15988976e-01]
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 [  6.72869740e-03  -1.85493930e-01  -2.96510194e-01  -6.36684994e-02
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   -1.77105440e-01  -3.77547258e-01]
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   -3.60265944e-01  -2.14247297e-01]
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   -8.47054862e-03  -7.71536594e-02]
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   -2.16154885e-02   1.72301329e-01]
 [  2.28317733e-01   1.16389457e-01   2.93085168e-02   7.89142014e-02
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   -5.42439807e-02  -1.97422073e-02]
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 [  2.26858022e-01   3.16914315e-01   2.40498104e-01   1.30153746e-01
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 [  3.75420984e-02  -3.63748097e-01  -1.87152866e-01  -1.28509327e-01
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 [ -8.67253165e-02  -1.27863118e-02   2.77445003e-01   5.00279168e-02
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   -7.21006022e-02  -1.12281798e-02]
 [ -3.10577028e-01  -9.63093170e-03   2.81965198e-02   2.47827356e-02
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   -4.36032942e-02   1.16897289e-01]
 [  1.66003588e-01  -2.93603507e-02  -2.22750887e-01  -3.23225458e-02
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 [  2.43607800e-01  -2.20090752e-01   7.71816079e-02   2.52062539e-02
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 [ -9.03007102e-02  -8.51695634e-02   1.26360946e-01   1.24831351e-01
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    1.87854116e-01   1.65936694e-02]
 [ -1.04689267e-01  -2.90454028e-01   1.54966312e-01  -4.37119400e-01
   -4.84080327e-01   1.69413991e-01   2.15927063e-01  -1.33581909e-01
   -8.63037041e-02   1.06306389e-01]]
[[ 0.63006251]
 [ 1.87447369]
 [ 0.21861521]
 [ 0.93854748]
 [-2.93660378]
 [-0.33612094]
 [-1.89344208]
 [ 0.06873931]
 [ 0.68315576]
 [ 0.86178828]]
Progress: 69.1% ... Training loss: 0.246 ... Validation loss: 0.425[[  2.12757251e-01   4.66348589e-01  -8.48928918e-02   1.58376175e-01
   -2.58763153e-01  -8.91087091e-02  -1.34931432e-01   1.21009811e-01
   -1.24196893e-03   2.95755514e-01]
 [  1.01787627e-02   1.12439328e-01  -2.01828027e-02   4.63988483e-02
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    1.44396480e-01  -2.66472678e-02]
 [  2.20484245e-01   6.39053758e-01   1.01834815e-02  -5.93312726e-02
    9.32618196e-01  -2.70578813e-02  -1.07816785e+00  -4.31520602e-02
    7.45084734e-02   3.19599235e-01]
 [  4.33222238e-02  -4.90140904e-01  -1.91075914e-01   2.45535151e-01
   -1.11648485e-01   1.36907209e-01   3.05182558e-01   6.30628517e-02
    1.28697941e-01   3.25110947e-01]
 [ -4.56094148e-02   2.41349062e-02  -1.45538980e-01   5.35315104e-02
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   -1.87234678e-01  -6.35983580e-02]
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   -5.15676399e-02  -6.16593453e-02]
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   -1.73572774e-01  -4.19586794e-02   1.13606947e-01   1.12496114e-01
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   -1.77254665e-01  -2.16940446e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92335658e-01  -3.41793363e-01   9.16554883e-02   2.02722259e-01
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   -2.91208860e-01  -1.12979889e-01]
 [  8.07377139e-02  -2.49575640e-01  -3.03450738e-02   8.58270062e-02
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 [  2.73782509e-02  -1.53868268e-01  -2.14300443e-01   1.30312354e-01
   -7.83147577e-02   8.36655309e-02  -4.03726808e-03  -2.12032909e-02
   -9.75945773e-02  -1.31006725e-02]
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 [  7.01528751e-02  -2.00966594e-02   8.86686675e-02   8.85212613e-02
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   -2.03546986e-02  -4.76699109e-02]
 [  6.33795295e-03  -1.86839560e-01  -2.96668671e-01  -6.42106109e-02
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   -1.77232444e-01  -3.77699135e-01]
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 [  1.60833948e-02  -5.63497425e-01  -4.31019179e-02  -1.00085830e-01
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   -3.60258118e-01  -2.14328151e-01]
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 [  3.78458726e-01   4.16465262e-01  -7.14446246e-02   3.26684034e-01
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 [  5.77480176e-02   1.04402987e-01   2.58287425e-01   2.56430690e-01
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   -1.83796182e-01   1.12934408e-01]
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   -2.20372452e-02   1.71778138e-01]
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   -1.68888867e-01  -2.26109895e-01]
 [  3.59016002e-02  -3.67077121e-01  -1.87718189e-01  -1.31015087e-01
   -3.72064130e-01  -6.15306348e-03   2.66721697e-01  -1.66790198e-01
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 [ -8.72179316e-02  -1.45133093e-02   2.77279668e-01   4.92522306e-02
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   -7.25856212e-02  -1.18165483e-02]
 [ -3.10299601e-01  -9.12453094e-03   2.82936556e-02   2.51580174e-02
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   -4.33832240e-02   1.17056232e-01]
 [  1.65508527e-01  -2.99802273e-02  -2.22862302e-01  -3.28940137e-02
    9.70256528e-02  -3.13902477e-01   5.74141378e-02  -1.63878326e-01
    2.85599994e-02  -1.50440476e-01]
 [  2.43379620e-01  -2.20725556e-01   7.71023000e-02   2.48496582e-02
    8.51219001e-02  -5.68638943e-02   2.13264631e-02  -1.33413528e-01
    1.46882846e-01  -1.27847586e-01]
 [ -9.15362822e-02  -8.86333205e-02   1.25901221e-01   1.22983870e-01
    2.55426863e-02  -1.20947028e-01   2.10310986e-01  -7.84515969e-02
    1.86468211e-01   1.49141890e-02]
 [ -1.06071905e-01  -2.93816991e-01   1.54467571e-01  -4.39229206e-01
   -4.80713962e-01   1.70169344e-01   2.18965465e-01  -1.33741393e-01
   -8.78709503e-02   1.04625071e-01]]
[[ 0.6116112 ]
 [ 1.86421578]
 [ 0.20346363]
 [ 0.92033152]
 [-2.94845652]
 [-0.35317448]
 [-1.91505719]
 [ 0.05183329]
 [ 0.66380615]
 [ 0.84251863]]
Progress: 69.2% ... Training loss: 0.252 ... Validation loss: 0.426[[  2.16387140e-01   4.75082464e-01  -8.37081205e-02   1.63260624e-01
   -2.70726491e-01  -9.10885239e-02  -1.43291044e-01   1.21316692e-01
    2.80457926e-03   3.00688666e-01]
 [  1.04556639e-02   1.13093366e-01  -2.00625036e-02   4.68928834e-02
    7.03637934e-02  -6.45065273e-03   3.46815753e-01   4.03382683e-02
    1.44760569e-01  -2.61587632e-02]
 [  2.21974122e-01   6.44184306e-01   1.06790610e-02  -5.72785698e-02
    9.21716952e-01  -2.78588544e-02  -1.08417907e+00  -4.30228796e-02
    7.62850806e-02   3.21645056e-01]
 [  4.36813265e-02  -4.92353281e-01  -1.91101843e-01   2.45796919e-01
   -1.13674381e-01   1.36811647e-01   3.05608315e-01   6.30556726e-02
    1.28651450e-01   3.25270784e-01]
 [ -4.47937720e-02   2.71534102e-02  -1.45231249e-01   5.49110109e-02
   -1.36999095e-01  -1.83361603e-01   1.75935376e-01  -1.14462736e-01
   -1.86063569e-01  -6.24690493e-02]
 [ -4.02649766e-01  -6.76924517e-01  -3.06682190e-01   1.30510307e-01
   -3.57583281e-01   4.30745606e-02   4.00607599e-01  -4.26222110e-02
   -4.96361579e-02  -5.92364566e-02]
 [ -7.52308006e-03  -3.43726676e-01   8.66117684e-03   8.03619176e-02
   -1.51527395e-01  -7.22213694e-02   1.70611063e-01  -1.93955945e-01
    1.98559015e-01   5.48145409e-02]
 [  9.85930152e-02  -4.23114334e-01   2.40433553e-02  -9.59429164e-02
   -1.78922610e-01  -4.25471397e-02   1.10678429e-01   1.12587382e-01
    6.79025710e-02  -2.82613394e-02]
 [ -1.79047776e-01  -2.23352071e-01  -3.01296106e-01  -2.28468691e-02
   -1.91284244e-01   6.67032435e-02  -3.58086152e-02  -3.09304498e-02
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 [  1.76977449e-02  -5.05930465e-01   6.21767834e-02  -9.36493078e-02
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   -2.65547850e-02   3.39366064e-02]
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   -1.75364926e-01  -2.14614443e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.91516256e-01  -3.40600845e-01   9.19294305e-02   2.03818571e-01
   -1.87041890e-01  -6.02051814e-02   1.14093149e-01  -2.62731671e-01
   -2.90284418e-01  -1.11797287e-01]
 [  8.09916602e-02  -2.48787983e-01  -3.02627386e-02   8.61962874e-02
   -6.14535039e-02  -8.12906782e-02   3.04195942e-01  -1.59677935e-04
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 [  2.76595935e-02  -1.53058977e-01  -2.14206604e-01   1.30619195e-01
   -7.92061057e-02   8.35054014e-02  -4.79923738e-03  -2.11808371e-02
   -9.73233408e-02  -1.27727449e-02]
 [ -1.18267619e-01  -1.05820238e-01  -2.00389794e-01   1.61094875e-01
   -2.80958432e-02   1.32169060e-01  -1.16165717e-02  -2.51065761e-01
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 [ -4.97745234e-02  -7.78959293e-02   2.82264911e-01   1.25783378e-01
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 [  7.19960188e-02  -1.50251817e-02   8.93263408e-02   9.13357786e-02
   -6.70751300e-02  -1.92262007e-02   1.43445810e-01   1.19495662e-01
   -1.81855668e-02  -4.49733567e-02]
 [  6.55744611e-03  -1.86574491e-01  -2.96589223e-01  -6.39035646e-02
   -9.30549343e-03  -8.98481890e-02   5.77118669e-02   1.60897957e-01
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 [  6.02809057e-02  -6.96837165e-02  -1.10604877e-01   6.84044140e-02
   -2.58723989e-01   3.13286727e-01   2.92442110e-01   2.04783922e-01
   -1.41871486e-01  -3.90606524e-02]
 [  1.73220320e-02   4.62815336e-04   1.28082147e-01   1.33096778e-01
   -9.72302426e-03   9.91134387e-02  -6.68877230e-02  -4.08447543e-02
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 [  1.11134050e-01   8.16490489e-02  -4.35573636e-02  -9.97864093e-02
   -1.49610416e-01  -3.30447306e-01   1.31107536e-01   7.87969391e-03
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   -1.07605028e-01  -2.02286993e-01  -2.13708440e-03  -2.14256499e-02
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   -3.44494706e-01   6.94539726e-03   9.85818889e-02  -2.73038778e-02
   -2.55138590e-02   1.85937654e-02]
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   -1.76973701e-01  -3.77380334e-01]
 [ -1.71243555e-02  -5.10506065e-01  -3.20438148e-02  -7.45035845e-02
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    2.88528408e-02  -3.91968614e-01]
 [  1.62196514e-02  -5.63356472e-01  -4.30624665e-02  -9.98910345e-02
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   -3.60109729e-01  -2.14139830e-01]
 [ -1.78806465e-01  -6.92585139e-01  -1.25425150e-02  -2.10096297e-01
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   -7.29941293e-02   8.57395098e-02]
 [ -3.07098628e-01  -5.28112611e-01   5.32499890e-02  -5.26662706e-02
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   -9.22771964e-02  -1.37604983e-01]
 [ -2.19857179e-01  -3.94547613e-01   2.47396517e-01  -2.56302367e-01
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   -2.68413491e-01  -3.70788707e-02]
 [ -1.52645817e-01  -2.83499085e-01  -1.88947881e-01  -1.29923982e-01
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   -3.14347032e-02  -1.42595169e-01]
 [  8.37579288e-02   2.61128525e-01   1.53823255e-01  -1.27359490e-01
   -1.17402341e-01   6.27029038e-02  -1.45759865e-01   2.78756791e-01
    4.35827726e-02   1.50726214e-01]
 [  3.77965569e-01   4.13722070e-01  -7.16956128e-02   3.25443398e-01
   -9.09579757e-01  -2.94361821e-01  -5.43833488e-01   1.78916830e-01
    4.17551078e-01   1.69440802e-02]
 [  5.75204977e-02   1.03748074e-01   2.58215554e-01   2.56082414e-01
   -2.17044335e-02  -2.02132918e-01  -1.81958009e-01  -1.32372605e-01
   -1.27665809e-01  -2.79176612e-01]
 [  1.85736476e-02  -1.19773414e-01  -1.22990610e-01  -6.60221919e-02
    2.32073840e-01   4.05656729e-02  -7.50638790e-03  -1.86406042e-01
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 [  7.61063566e-03  -4.94510966e-02  -6.68212251e-02  -4.88228943e-02
   -3.26565141e-03  -1.83351685e-01   4.67962335e-02   9.86069355e-03
    3.84721149e-02   5.57332732e-03]
 [  3.54793221e-02   1.22536090e-01   2.45493087e-01   7.87831714e-02
   -1.98634995e-01  -1.41690108e-01   5.20015162e-02   3.93626760e-02
   -1.83413389e-01   1.13429308e-01]
 [  8.58015412e-02   8.89151443e-02   1.10302637e-01   1.68644105e-02
   -2.31086561e-01   6.02396296e-02  -1.67478763e-02  -2.71053432e-01
   -7.78626063e-03  -7.62930695e-02]
 [ -5.60486484e-03   1.37388849e-01   8.50710299e-02  -3.56703669e-02
   -5.29440610e-02   1.76768491e-01   4.11294471e-02   1.17800492e-01
   -2.13218550e-02   1.72544416e-01]
 [  2.28681616e-01   1.17468015e-01   2.94235819e-02   7.94264113e-02
   -1.27092761e-02  -2.84793540e-02  -2.45518163e-01   1.48129389e-01
   -5.38431339e-02  -1.92563184e-02]
 [  5.03096801e-02   7.01621790e-02   1.89569972e-02   4.74714463e-02
   -4.71362504e-01  -1.26002937e-01  -2.58719601e-01   4.10937024e-02
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 [  6.82187928e-02   4.90577876e-01   1.31307231e-01   4.60160253e-01
   -1.49359266e+00  -3.00087271e-01  -5.22269586e-01  -6.99625571e-02
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 [  1.71946098e-01   4.81935849e-01   6.78708140e-02   4.33459462e-01
   -1.26475531e+00  -7.76423601e-02  -3.97230355e-01   1.50537056e-01
    2.17697378e-01   4.69022804e-01]
 [  2.27423248e-01   3.18221533e-01   2.40709069e-01   1.31102240e-01
   -6.13858648e-01   8.80736476e-02  -1.96968665e-01   1.60270473e-01
    2.27826222e-01   6.22797851e-02]
 [ -8.17793837e-02   2.46642318e-01   2.37783874e-01   5.07411670e-03
   -1.10726946e-01   1.35024364e-01  -1.07465210e-01  -1.62754335e-02
   -4.12851688e-02   3.94742209e-02]
 [ -1.07982697e-01   1.07304709e-02   2.07600318e-02   8.01414459e-02
   -7.62751721e-02   1.19814746e-01   2.25176274e-01   1.86371121e-02
   -2.83604428e-01  -1.02490049e-01]
 [ -2.27729538e-01  -6.71467100e-02  -9.63316760e-02  -3.51726281e-01
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   -2.12582858e-01   2.77422589e-02]
 [  7.04390731e-03  -4.56898506e-01  -1.29337255e-01  -1.66822183e-01
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   -1.68987835e-01  -2.26238161e-01]
 [  3.70668408e-02  -3.64315133e-01  -1.87338081e-01  -1.29322002e-01
   -3.75571624e-01  -6.79816997e-03   2.63876704e-01  -1.66699089e-01
    4.47110193e-02  -2.71458426e-01]
 [ -8.63554222e-02  -1.19372918e-02   2.77576090e-01   5.05012371e-02
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   -7.15686768e-02  -1.07528095e-02]
 [ -3.09339749e-01  -6.91932976e-03   2.86202331e-02   2.65647457e-02
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   -4.23914095e-02   1.18217868e-01]
 [  1.68087301e-01  -2.44474226e-02  -2.21959000e-01  -2.89814497e-02
    8.72531521e-02  -3.15407653e-01   5.18758521e-02  -1.63641985e-01
    3.15656251e-02  -1.46637889e-01]
 [  2.43803857e-01  -2.19982043e-01   7.72317344e-02   2.54533887e-02
    8.40015615e-02  -5.70727454e-02   2.01067818e-02  -1.33379879e-01
    1.47298800e-01  -1.27289320e-01]
 [ -9.15095397e-02  -8.88593165e-02   1.25904116e-01   1.23014455e-01
    2.51748712e-02  -1.20965605e-01   2.10066758e-01  -7.84477540e-02
    1.86477912e-01   1.50258959e-02]
 [ -1.05796287e-01  -2.93208471e-01   1.54492412e-01  -4.39319884e-01
   -4.83956557e-01   1.70105948e-01   2.18118867e-01  -1.33735772e-01
   -8.76475960e-02   1.04931478e-01]]
[[ 0.63276248]
 [ 1.88082518]
 [ 0.22302032]
 [ 0.94301906]
 [-2.93318732]
 [-0.33592131]
 [-1.89151995]
 [ 0.07065717]
 [ 0.68549615]
 [ 0.86514499]]
Progress: 69.2% ... Training loss: 0.249 ... Validation loss: 0.427[[  2.13757824e-01   4.68852951e-01  -8.46979322e-02   1.59060473e-01
   -2.60401417e-01  -8.96389863e-02  -1.37359678e-01   1.21010228e-01
   -2.79485277e-04   2.96924566e-01]
 [  1.02738792e-02   1.12777563e-01  -2.01366543e-02   4.65782272e-02
    7.06694652e-02  -6.33922862e-03   3.46957470e-01   4.03140710e-02
    1.44559021e-01  -2.64443680e-02]
 [  2.21479376e-01   6.40280467e-01   1.05094925e-02  -5.82664396e-02
    9.31549617e-01  -2.76777645e-02  -1.08255185e+00  -4.30799217e-02
    7.57203285e-02   3.20874743e-01]
 [  4.83080589e-02  -4.78446776e-01  -1.89286171e-01   2.53573606e-01
   -1.35843525e-01   1.34401972e-01   2.93246823e-01   6.35891619e-02
    1.33905006e-01   3.31792296e-01]
 [ -4.84499001e-02   1.78926200e-02  -1.46526016e-01   4.91036762e-02
   -1.22830514e-01  -1.81501792e-01   1.84653095e-01  -1.14867080e-01
   -1.90030401e-01  -6.74461174e-02]
 [ -4.04423292e-01  -6.79832429e-01  -3.07333810e-01   1.27787348e-01
   -3.55248641e-01   4.40883283e-02   4.03444347e-01  -4.28411619e-02
   -5.16938830e-02  -6.18410806e-02]
 [ -1.00732834e-02  -3.51262825e-01   7.77061125e-03   7.64221307e-02
   -1.42324297e-01  -7.08783192e-02   1.77580739e-01  -1.94225674e-01
    1.95802120e-01   5.14390891e-02]
 [  9.76369019e-02  -4.25656123e-01   2.36681776e-02  -9.75900752e-02
   -1.74980763e-01  -4.20411930e-02   1.12177275e-01   1.12462757e-01
    6.67254877e-02  -2.96830817e-02]
 [ -1.79796450e-01  -2.24739459e-01  -3.01558088e-01  -2.40179538e-02
   -1.89148205e-01   6.71054225e-02  -3.46627708e-02  -3.10163518e-02
    2.75518704e-01  -1.34684026e-01]
 [  1.18461787e-02  -5.20478186e-01   6.00276117e-02  -1.02982854e-01
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   -8.98551794e-02   1.02231969e-01]]
[[ 0.61221375]
 [ 1.86337101]
 [ 0.20090514]
 [ 0.92288308]
 [-2.94335663]
 [-0.3522334 ]
 [-1.91457653]
 [ 0.05434114]
 [ 0.66571763]
 [ 0.84569438]]
Progress: 69.2% ... Training loss: 0.251 ... Validation loss: 0.429[[  2.15829079e-01   4.74597794e-01  -8.39531809e-02   1.62492423e-01
   -2.68163226e-01  -9.08866721e-02  -1.42095388e-01   1.21212366e-01
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 [  2.23520819e-01   6.45974225e-01   1.12063615e-02  -5.53796836e-02
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   -1.74929224e-01  -2.13899613e-01]
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   -1.77165454e-01  -3.77617407e-01]
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   -8.61024510e-03  -7.72843557e-02]
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   -2.16327076e-02   1.72129234e-01]
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   -5.35026579e-02  -1.88777422e-02]
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   -7.26621177e-02  -1.21153186e-02]
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 [  1.68622848e-01  -2.30398721e-02  -2.21745078e-01  -2.79752796e-02
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 [  2.43431021e-01  -2.21130481e-01   7.70889780e-02   2.48844260e-02
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 [ -9.18943168e-02  -9.01417327e-02   1.25737666e-01   1.22418923e-01
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    1.86010206e-01   1.45161454e-02]
 [ -1.07748381e-01  -2.98225189e-01   1.53758570e-01  -4.42419206e-01
   -4.81693730e-01   1.71203191e-01   2.22363372e-01  -1.33966819e-01
   -8.98218393e-02   1.02254039e-01]]
[[ 0.62695968]
 [ 1.87473005]
 [ 0.21527337]
 [ 0.93639016]
 [-2.93241663]
 [-0.33945517]
 [-1.90011864]
 [ 0.06863052]
 [ 0.68012563]
 [ 0.86074455]]
Progress: 69.3% ... Training loss: 0.246 ... Validation loss: 0.428[[  2.15924761e-01   4.73533844e-01  -8.39109833e-02   1.62142532e-01
   -2.66944266e-01  -9.08899120e-02  -1.40600653e-01   1.21227928e-01
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 [  1.03212844e-02   1.12939181e-01  -2.01205014e-02   4.66454420e-02
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 [  2.25451171e-01   6.49315129e-01   1.19875621e-02  -5.19977722e-02
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    8.05989906e-02   3.26481890e-01]
 [  4.77949258e-02  -4.83313279e-01  -1.89610698e-01   2.52559670e-01
   -1.28471268e-01   1.34876964e-01   2.95213176e-01   6.35197093e-02
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 [ -5.03718560e-02   1.56287165e-02  -1.47024042e-01   4.70042177e-02
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   -1.91629169e-01  -6.97448354e-02]
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   -5.19507692e-02  -6.19852536e-02]
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   -1.74654051e-01  -2.13488556e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [  8.02425911e-02  -2.50570584e-01  -3.05458793e-02   8.48611953e-02
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   -9.88246818e-02  -1.44782838e-02]
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   -1.92210979e-02  -4.61004964e-02]
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   -7.38560446e-03  -8.94941435e-02   5.95380003e-02   1.60820487e-01
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   -1.77140291e-01  -3.77563798e-01]
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   -3.59135471e-01  -2.12870544e-01]
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 [  5.72915491e-02   1.03416574e-01   2.58145486e-01   2.55786406e-01
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   -2.10792602e-02   1.72886930e-01]
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   -2.83930041e-01  -1.02880822e-01]
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   -2.12163380e-01   2.82344559e-02]
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   -1.69456271e-01  -2.26789660e-01]
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 [ -8.77164763e-02  -1.59904495e-02   2.77095570e-01   4.83968127e-02
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   -7.31371392e-02  -1.26345718e-02]
 [ -3.08734644e-01  -6.51021946e-03   2.87919402e-02   2.74333560e-02
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 [  2.42914952e-01  -2.23059291e-01   7.69008794e-02   2.40533736e-02
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    1.46228922e-01  -1.28519839e-01]
 [ -9.03354811e-02  -8.64465008e-02   1.26302399e-01   1.24540864e-01
    2.20288392e-02  -1.21676220e-01   2.07419111e-01  -7.83312127e-02
    1.87450149e-01   1.65717978e-02]
 [ -1.07438570e-01  -2.98536158e-01   1.53812964e-01  -4.42267680e-01
   -4.82257882e-01   1.71102356e-01   2.21767242e-01  -1.33952896e-01
   -8.95399682e-02   1.02795918e-01]]
[[ 0.62905241]
 [ 1.8796979 ]
 [ 0.21589184]
 [ 0.93717405]
 [-2.93034911]
 [-0.34086885]
 [-1.90382209]
 [ 0.0688914 ]
 [ 0.68256363]
 [ 0.86359102]]
Progress: 69.3% ... Training loss: 0.246 ... Validation loss: 0.427[[  2.13869735e-01   4.68147308e-01  -8.46105090e-02   1.58883241e-01
   -2.55704006e-01  -8.97794264e-02  -1.35498566e-01   1.21008674e-01
   -2.09577259e-04   2.97574941e-01]
 [  1.05737722e-02   1.13483252e-01  -2.00266691e-02   4.70295032e-02
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 [  2.23719588e-01   6.44660890e-01   1.13674236e-02  -5.49375409e-02
    9.22888489e-01  -2.89504872e-02  -1.08639179e+00  -4.28406560e-02
    7.85449148e-02   3.24136236e-01]
 [  5.08180629e-02  -4.74406244e-01  -1.88523518e-01   2.57185126e-01
   -1.42627762e-01   1.33136735e-01   2.86382955e-01   6.38561646e-02
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 [ -4.97573101e-02   1.50409117e-02  -1.46866013e-01   4.80115822e-02
   -1.20512424e-01  -1.81078161e-01   1.88788337e-01  -1.14937849e-01
   -1.90910061e-01  -6.88607978e-02]
 [ -4.04178788e-01  -6.80646523e-01  -3.07258340e-01   1.28123259e-01
   -3.56552643e-01   4.38743285e-02   4.04101706e-01  -4.28300203e-02
   -5.14614269e-02  -6.14560952e-02]
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   -1.74428409e-01  -2.13197301e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [ -2.91729200e-01  -3.41539871e-01   9.18288748e-02   2.03534662e-01
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   -2.90578733e-01  -1.12189453e-01]
 [  8.02976149e-02  -2.50279861e-01  -3.05173241e-02   8.50133082e-02
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 [  2.64323383e-02  -1.56088035e-01  -2.14607405e-01   1.28775044e-01
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   -9.87781812e-02  -1.43754223e-02]
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 [  7.04175724e-02  -1.98293339e-02   8.87535666e-02   8.87103764e-02
   -6.07049381e-02  -1.83489746e-02   1.46578403e-01   1.19304116e-01
   -2.00883484e-02  -4.71382121e-02]
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   -7.31544279e-03  -8.94604059e-02   5.97403472e-02   1.60817240e-01
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 [  6.14371054e-02  -6.74444238e-02  -1.10120610e-01   7.04868856e-02
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   -1.40286427e-01  -3.74326627e-02]
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   -1.77186855e-01  -3.77647815e-01]
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 [  1.71795142e-02  -5.62734055e-01  -4.27525847e-02  -9.84591156e-02
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   -3.59042254e-01  -2.12738444e-01]
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   -7.35755321e-02   8.50449810e-02]
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   -9.14136840e-02  -1.36549111e-01]
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   -2.68972490e-01  -3.77373568e-02]
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   -3.24476398e-02  -1.43730017e-01]
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 [  3.76470028e-01   4.09380395e-01  -7.23021579e-02   3.22285806e-01
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 [  5.71571764e-02   1.02879813e-01   2.58106660e-01   2.55547617e-01
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   -1.28074810e-01  -2.79779206e-01]
 [  1.80193311e-02  -1.21989341e-01  -1.23197758e-01  -6.69154141e-02
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 [  9.83679937e-03  -4.39096746e-02  -6.60735728e-02  -4.56244371e-02
   -1.03466239e-02  -1.84535554e-01   4.12356019e-02   1.00917115e-02
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   -1.84599543e-01   1.11936325e-01]
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   -8.89984108e-03  -7.76534085e-02]
 [ -5.60573522e-03   1.37176470e-01   8.50687189e-02  -3.57993462e-02
   -5.30787084e-02   1.76756273e-01   4.10669414e-02   1.17785991e-01
   -2.13560208e-02   1.72559352e-01]
 [  2.29636310e-01   1.20379988e-01   2.98102071e-02   8.10340842e-02
   -1.68834890e-02  -2.91179572e-02  -2.47000868e-01   1.48246866e-01
   -5.25715103e-02  -1.78023135e-02]
 [  5.03592945e-02   7.02172900e-02   1.89716662e-02   4.75114110e-02
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 [  6.84204070e-02   4.91727544e-01   1.31435252e-01   4.60866176e-01
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 [  2.27246313e-01   3.19299053e-01   2.40715976e-01   1.31093528e-01
   -6.16885107e-01   8.80930243e-02  -1.97657561e-01   1.60279708e-01
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   -4.24864260e-02   3.80575072e-02]
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   -2.84209495e-01  -1.03240846e-01]
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   -2.12352914e-01   2.80020260e-02]
 [  6.60307973e-03  -4.57752582e-01  -1.29478518e-01  -1.67501531e-01
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   -1.69501326e-01  -2.26848056e-01]
 [  3.58090671e-02  -3.66141710e-01  -1.87735155e-01  -1.31205510e-01
   -3.77694129e-01  -6.15854336e-03   2.67156999e-01  -1.66853865e-01
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 [ -8.84592132e-02  -1.91116901e-02   2.76859955e-01   4.72730168e-02
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   -7.38830689e-02  -1.36100017e-02]
 [ -3.08708111e-01  -6.76460302e-03   2.87982761e-02   2.74616538e-02
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   -4.17814337e-02   1.19064582e-01]
 [  1.69283101e-01  -2.11428356e-02  -2.21399382e-01  -2.65707981e-02
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 [  2.42811837e-01  -2.23788537e-01   7.68685068e-02   2.38508098e-02
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 [ -8.99454229e-02  -8.52226669e-02   1.26442739e-01   1.24973843e-01
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    1.87788411e-01   1.69925743e-02]
 [ -1.08241449e-01  -3.00795563e-01   1.53498292e-01  -4.43599197e-01
   -4.78974920e-01   1.71605838e-01   2.23430421e-01  -1.34048991e-01
   -9.04747466e-02   1.01732012e-01]]
[[ 0.62258156]
 [ 1.87249185]
 [ 0.20890925]
 [ 0.93461502]
 [-2.93659627]
 [-0.34414324]
 [-1.90545485]
 [ 0.06530064]
 [ 0.67797587]
 [ 0.85856088]]
Progress: 69.4% ... Training loss: 0.246 ... Validation loss: 0.427[[  2.15555025e-01   4.72579471e-01  -8.40502938e-02   1.61116042e-01
   -2.60349937e-01  -9.05260268e-02  -1.38863758e-01   1.21170558e-01
    1.52749069e-03   2.99834885e-01]
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    1.44422019e-01  -2.66716925e-02]
 [  2.24371008e-01   6.44323715e-01   1.16300420e-02  -5.39725517e-02
    9.19238774e-01  -2.91779194e-02  -1.08618824e+00  -4.27796791e-02
    7.91226716e-02   3.25269534e-01]
 [  4.77190415e-02  -4.81829428e-01  -1.89554258e-01   2.52653950e-01
   -1.31297747e-01   1.34778706e-01   2.93753466e-01   6.35309897e-02
    1.32646063e-01   3.30638285e-01]
 [ -4.88110825e-02   1.66428767e-02  -1.46605441e-01   4.90853613e-02
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   -1.90147104e-01  -6.76986419e-02]
 [ -4.03834703e-01  -6.79335925e-01  -3.07156354e-01   1.28478794e-01
   -3.57441493e-01   4.37350524e-02   4.02832511e-01  -4.27991818e-02
   -5.10787477e-02  -6.11243696e-02]
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   -1.44316480e-01  -7.05445681e-02   1.79336952e-01  -1.94277580e-01
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   -1.76472613e-01  -4.20132765e-02   1.14263036e-01   1.12419540e-01
    6.66908731e-02  -2.95948594e-02]
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 [ -8.98398916e-02  -8.53536443e-02   1.26473632e-01   1.25042954e-01
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    1.87767522e-01   1.70521046e-02]
 [ -1.08285749e-01  -3.00844543e-01   1.53480744e-01  -4.43806782e-01
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   -9.04759274e-02   1.01721056e-01]]
[[ 0.62388216]
 [ 1.87715429]
 [ 0.21041925]
 [ 0.93525412]
 [-2.93521561]
 [-0.34470809]
 [-1.90672437]
 [ 0.06434872]
 [ 0.67827009]
 [ 0.85920971]]
Progress: 69.5% ... Training loss: 0.245 ... Validation loss: 0.425[[  2.16023164e-01   4.74167878e-01  -8.38243546e-02   1.61812223e-01
   -2.60865904e-01  -9.07896867e-02  -1.39387261e-01   1.21225638e-01
    2.25646155e-03   3.00730030e-01]
 [  1.04908671e-02   1.13401746e-01  -2.00527383e-02   4.69043708e-02
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    1.44787140e-01  -2.62441784e-02]
 [  2.23881454e-01   6.42568121e-01   1.14546685e-02  -5.45484565e-02
    9.18620671e-01  -2.88361290e-02  -1.08578706e+00  -4.28389159e-02
    7.88255837e-02   3.24686246e-01]
 [  4.61932195e-02  -4.86910653e-01  -1.90104165e-01   2.50501625e-01
   -1.23607825e-01   1.35588091e-01   2.96825413e-01   6.33622964e-02
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 [ -4.33415390e-02   3.24252645e-02  -1.44708002e-01   5.70905449e-02
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   -1.84376522e-01  -6.04466908e-02]
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   -5.08277589e-02  -6.07742733e-02]
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   -1.73619176e-01  -2.12268765e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [  8.03847428e-02  -2.49906078e-01  -3.04725293e-02   8.51727607e-02
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   -9.86361576e-02  -1.41970844e-02]
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   -2.04254185e-02  -4.76065484e-02]
 [  6.59466679e-03  -1.88708496e-01  -2.96647823e-01  -6.40909532e-02
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 [  6.14061715e-02  -6.72558506e-02  -1.10091024e-01   7.04064116e-02
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   -1.77336254e-01  -3.77891485e-01]
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   -8.73670391e-03  -7.74031132e-02]
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 [ -3.09828943e-01  -9.94612569e-03   2.84160421e-02   2.57138731e-02
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 [  1.70086531e-01  -1.99588311e-02  -2.21126248e-01  -2.53755693e-02
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 [  2.42675724e-01  -2.24858124e-01   7.68033173e-02   2.35406697e-02
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 [ -8.90590952e-02  -8.33709304e-02   1.26745364e-01   1.26131663e-01
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    1.88627047e-01   1.80654335e-02]
 [ -1.08901966e-01  -3.03144255e-01   1.53240750e-01  -4.44824315e-01
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   -9.11402202e-02   1.00831056e-01]]
[[ 0.61942862]
 [ 1.87545379]
 [ 0.20514724]
 [ 0.93175147]
 [-2.934386  ]
 [-0.34829173]
 [-1.90642994]
 [ 0.06060435]
 [ 0.67136052]
 [ 0.85424332]]
Progress: 69.5% ... Training loss: 0.246 ... Validation loss: 0.423[[  2.16692283e-01   4.76849843e-01  -8.35988949e-02   1.62868946e-01
   -2.62343273e-01  -9.11199850e-02  -1.41906637e-01   1.21285978e-01
    3.10569172e-03   3.01752600e-01]
 [  1.07078793e-02   1.13986664e-01  -1.99716848e-02   4.72778896e-02
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    1.45047620e-01  -2.59341401e-02]
 [  2.26737178e-01   6.47799503e-01   1.24967084e-02  -4.97329396e-02
    9.11268449e-01  -3.05878831e-02  -1.09113996e+00  -4.25218135e-02
    8.23024501e-02   3.28689053e-01]
 [  4.28850378e-02  -4.95602675e-01  -1.91170195e-01   2.45566011e-01
   -1.14451016e-01   1.37324185e-01   3.06866619e-01   6.30482592e-02
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 [ -4.08803645e-02   3.92175111e-02  -1.43808164e-01   6.10403119e-02
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   -1.81602743e-01  -5.71929793e-02]
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   -5.11321368e-02  -6.10600320e-02]
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   -1.97022920e-01   6.57877906e-02  -3.97932946e-02  -3.07360636e-02
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   -3.12348118e-02   2.79904882e-02]
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   -1.73815464e-01  -2.12507571e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.91958353e-01  -3.41268632e-01   9.17382058e-02   2.02982414e-01
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   -2.90887639e-01  -1.12528653e-01]
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   -9.86506848e-02  -1.42119712e-02]
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 [  7.07683337e-02  -1.92794913e-02   8.88669351e-02   8.91439192e-02
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   -1.97370451e-02  -4.67144414e-02]
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   -1.77168188e-01  -3.77725094e-01]
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 [  1.75551159e-02  -5.62411905e-01  -4.26269268e-02  -9.78870782e-02
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   -3.58634375e-01  -2.12228323e-01]
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 [  3.73707696e-01   4.02866118e-01  -7.32289885e-02   3.18073272e-01
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 [  5.76184365e-02   1.03322724e-01   2.58259232e-01   2.56074762e-01
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   -1.84796128e-01   1.11695737e-01]
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   -2.11428101e-02   1.72833951e-01]
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   -4.20872197e-02   3.84644630e-02]
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   -1.69496446e-01  -2.26824298e-01]
 [  3.49766155e-02  -3.66118954e-01  -1.87997133e-01  -1.32436520e-01
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 [ -8.79180425e-02  -1.83978646e-02   2.77074495e-01   4.80995022e-02
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   -7.32988674e-02  -1.29790480e-02]
 [ -3.09732421e-01  -9.64318044e-03   2.84544075e-02   2.58795806e-02
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   -4.28822067e-02   1.17671086e-01]
 [  1.69883439e-01  -2.01254918e-02  -2.21163780e-01  -2.55159365e-02
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 [  2.43107909e-01  -2.24162913e-01   7.69412232e-02   2.41705037e-02
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    1.46380571e-01  -1.28408662e-01]
 [ -8.83098285e-02  -8.15593420e-02   1.26997015e-01   1.27228278e-01
    1.62546520e-02  -1.22626135e-01   2.01443960e-01  -7.81296598e-02
    1.89411315e-01   1.90225647e-02]
 [ -1.08570261e-01  -3.01831795e-01   1.53324938e-01  -4.44459480e-01
   -4.80832081e-01   1.71900725e-01   2.23600205e-01  -1.34121024e-01
   -9.08547724e-02   1.01113271e-01]]
[[ 0.62511202]
 [ 1.88308394]
 [ 0.20930485]
 [ 0.93481843]
 [-2.9305236 ]
 [-0.34574416]
 [-1.90615988]
 [ 0.06314289]
 [ 0.67537188]
 [ 0.85859308]]
Progress: 69.5% ... Training loss: 0.246 ... Validation loss: 0.420[[  2.17396987e-01   4.79478126e-01  -8.32775060e-02   1.64109986e-01
   -2.64901274e-01  -9.15037689e-02  -1.43347243e-01   1.21364073e-01
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 [  1.07193309e-02   1.14041663e-01  -1.99661378e-02   4.73093183e-02
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 [  2.25907763e-01   6.45292957e-01   1.22679009e-02  -5.10979765e-02
    9.13092931e-01  -2.99944796e-02  -1.08856884e+00  -4.26277565e-02
    8.16964848e-02   3.26876132e-01]
 [  4.31408624e-02  -4.93959704e-01  -1.91041792e-01   2.46272802e-01
   -1.13822291e-01   1.37257796e-01   3.06140930e-01   6.30580812e-02
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 [ -4.20177355e-02   3.81259815e-02  -1.44126291e-01   5.97789567e-02
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   -1.82452294e-01  -5.85102120e-02]
 [ -4.03616549e-01  -6.77412529e-01  -3.07104392e-01   1.28583528e-01
   -3.58625661e-01   4.37038922e-02   4.00921777e-01  -4.27924865e-02
   -5.10465463e-02  -6.08988506e-02]
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   -1.94369304e-01   6.63070703e-02  -3.70014458e-02  -3.08303005e-02
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   -3.10715375e-02   2.76098862e-02]
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   -1.74654763e-01  -2.13608735e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [ -2.91820891e-01  -3.40317885e-01   9.17932642e-02   2.03211842e-01
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   -2.90785685e-01  -1.12312196e-01]
 [  8.04991272e-02  -2.49905258e-01  -3.04359206e-02   8.53344150e-02
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 [  2.64660726e-02  -1.55357260e-01  -2.14613181e-01   1.28699733e-01
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   -9.89532244e-02  -1.45974596e-02]
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 [  7.04074705e-02  -2.01797362e-02   8.87258166e-02   8.83948787e-02
   -6.12665612e-02  -1.82510756e-02   1.45910973e-01   1.19279965e-01
   -2.02423304e-02  -4.73299575e-02]
 [  7.20498636e-03  -1.87450962e-01  -2.96427631e-01  -6.31207250e-02
   -1.36009728e-02  -9.00581523e-02   5.58681583e-02   1.60937726e-01
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 [  6.19433559e-02  -6.52977349e-02  -1.09816134e-01   7.15648528e-02
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   -1.39500260e-01  -3.64837276e-02]
 [  1.70765549e-02  -1.69606544e-03   1.27967178e-01   1.32306373e-01
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   -1.76978932e-01  -3.77495098e-01]
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 [  1.72682885e-02  -5.63177917e-01  -4.27225622e-02  -9.83131242e-02
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   -3.58943289e-01  -2.12597073e-01]
 [ -1.78936932e-01  -6.93755300e-01  -1.25935392e-02  -2.10277103e-01
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   -7.31599466e-02   8.55760176e-02]
 [ -3.06305900e-01  -5.27222960e-01   5.35528471e-02  -5.14230164e-02
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   -9.14017014e-02  -1.36501200e-01]
 [ -2.20351208e-01  -3.96306134e-01   2.47238598e-01  -2.56935375e-01
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   -2.68878653e-01  -3.75591501e-02]
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   -3.22289343e-02  -1.43517609e-01]
 [  8.08005261e-02   2.54129988e-01   1.52808363e-01  -1.31825356e-01
   -1.08882733e-01   6.43723699e-02  -1.38348648e-01   2.78434555e-01
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 [  3.72950054e-01   4.00069025e-01  -7.35154285e-02   3.16757795e-01
   -8.90651224e-01  -2.91251253e-01  -5.31747680e-01   1.78331537e-01
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 [  5.76742591e-02   1.03618549e-01   2.58280474e-01   2.56150444e-01
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   -1.27513407e-01  -2.79031168e-01]
 [  1.98970279e-02  -1.17364052e-01  -1.22553495e-01  -6.42555502e-02
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 [  9.19003528e-03  -4.58551887e-02  -6.62992726e-02  -4.65792351e-02
   -6.85417825e-03  -1.84158991e-01   4.34910136e-02   1.00248427e-02
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 [  3.42971698e-02   1.19061980e-01   2.45043184e-01   7.66148565e-02
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   -1.84911618e-01   1.11508140e-01]
 [  8.43862469e-02   8.47029355e-02   1.09804615e-01   1.46200789e-02
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   -9.34870819e-03  -7.81772075e-02]
 [ -5.74601046e-03   1.37115886e-01   8.50254693e-02  -3.60360467e-02
   -5.08800390e-02   1.76830831e-01   3.99828533e-02   1.17763321e-01
   -2.16313791e-02   1.72404799e-01]
 [  2.30474826e-01   1.22396233e-01   3.01247371e-02   8.23383435e-02
   -2.17451886e-02  -2.96220012e-02  -2.49017678e-01   1.48339128e-01
   -5.14993295e-02  -1.65403255e-02]
 [  5.22595778e-02   7.52182565e-02   1.95660916e-02   5.02281206e-02
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 [  6.88171728e-02   4.91930307e-01   1.31535032e-01   4.61208827e-01
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 [  2.27501415e-01   3.21433957e-01   2.40898237e-01   1.31868582e-01
   -6.20965717e-01   8.78051517e-02  -1.99003047e-01   1.60324428e-01
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 [ -8.25552580e-02   2.45178709e-01   2.37472165e-01   3.78414033e-03
   -1.10069904e-01   1.35497277e-01  -1.05638560e-01  -1.63663527e-02
   -4.21654256e-02   3.83575573e-02]
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   -2.85487316e-01  -1.04851053e-01]
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   -2.12203670e-01   2.81664659e-02]
 [  7.05401495e-03  -4.57167720e-01  -1.29347622e-01  -1.66876522e-01
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   -1.69039648e-01  -2.26285934e-01]
 [  3.32874128e-02  -3.70241029e-01  -1.88555451e-01  -1.35107109e-01
   -3.73178588e-01  -4.63484191e-03   2.73966444e-01  -1.67141937e-01
    4.12450598e-02  -2.76221450e-01]
 [ -8.85541060e-02  -2.02573136e-02   2.76870332e-01   4.71109075e-02
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   -7.39858175e-02  -1.39121932e-02]
 [ -3.08793288e-01  -7.20710317e-03   2.87950014e-02   2.74036164e-02
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   -4.18162738e-02   1.18609229e-01]
 [  1.69840282e-01  -2.02827400e-02  -2.21131125e-01  -2.53937469e-02
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    3.40665512e-02  -1.43945376e-01]
 [  2.42578714e-01  -2.25787958e-01   7.67413184e-02   2.32614394e-02
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    1.45683774e-01  -1.29318873e-01]
 [ -8.91992190e-02  -8.46244055e-02   1.26689518e-01   1.25838125e-01
    2.07524163e-02  -1.22167919e-01   2.03655909e-01  -7.82201552e-02
    1.88351461e-01   1.79508476e-02]
 [ -1.07445976e-01  -2.99027691e-01   1.53695506e-01  -4.42818061e-01
   -4.87176412e-01   1.71256348e-01   2.20620016e-01  -1.34007778e-01
   -8.96646337e-02   1.02607739e-01]]
[[ 0.61838372]
 [ 1.87821934]
 [ 0.20402718]
 [ 0.92820113]
 [-2.93578095]
 [-0.35060133]
 [-1.91173158]
 [ 0.05890931]
 [ 0.66773832]
 [ 0.85448227]]
Progress: 69.6% ... Training loss: 0.246 ... Validation loss: 0.420[[  2.15813604e-01   4.75955996e-01  -8.38137703e-02   1.61323502e-01
   -2.56222783e-01  -9.06360295e-02  -1.39784873e-01   1.21222942e-01
    2.17830562e-03   3.00591248e-01]
 [  1.04517247e-02   1.13247640e-01  -2.00566588e-02   4.69421786e-02
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    1.44854726e-01  -2.60744045e-02]
 [  2.25102659e-01   6.41108982e-01   1.19752088e-02  -5.23389015e-02
    9.18962764e-01  -2.96609098e-02  -1.08626050e+00  -4.26963382e-02
    8.08690397e-02   3.26287053e-01]
 [  4.39818230e-02  -4.91945979e-01  -1.90774680e-01   2.47273984e-01
   -1.16730876e-01   1.36858379e-01   3.03896568e-01   6.31222630e-02
    1.28825412e-01   3.25743601e-01]
 [ -4.04705001e-02   4.07165155e-02  -1.43607109e-01   6.22519964e-02
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   -1.80936416e-01  -5.67303801e-02]
 [ -4.03826503e-01  -6.77807851e-01  -3.07173746e-01   1.28288950e-01
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   -5.12166095e-02  -6.11133349e-02]
 [ -1.16650866e-02  -3.58118949e-01   7.28355334e-03   7.35296897e-02
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 [ -8.90358198e-02  -8.43821030e-02   1.26742426e-01   1.25876462e-01
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    1.88498174e-01   1.82166103e-02]
 [ -1.07899153e-01  -2.99557630e-01   1.53539677e-01  -4.43562440e-01
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   -9.01559722e-02   1.02009808e-01]]
[[ 0.61277613]
 [ 1.87215426]
 [ 0.19752568]
 [ 0.92353092]
 [-2.93964888]
 [-0.35531286]
 [-1.91511572]
 [ 0.05370846]
 [ 0.66100704]
 [ 0.84642936]]
Progress: 69.7% ... Training loss: 0.251 ... Validation loss: 0.423[[  2.18453808e-01   4.83791937e-01  -8.29902270e-02   1.65325759e-01
   -2.69414242e-01  -9.22172787e-02  -1.45741480e-01   1.21453316e-01
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 [  2.31668638e-01   6.59730705e-01   1.40345535e-02  -4.26645814e-02
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    8.78101985e-02   3.34632387e-01]
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   -1.16110337e-01   1.36803480e-01   3.02564396e-01   6.31199141e-02
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   -1.74321169e-01  -2.13092759e-01]
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   -2.05343460e-02  -4.76779719e-02]
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   -1.82426305e-02  -9.05311395e-02   5.28618215e-02   1.61002744e-01
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   -8.27937198e-03  -7.68763463e-02]
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 [  3.35203611e-02  -3.68418830e-01  -1.88475330e-01  -1.34758336e-01
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 [  1.68999720e-01  -2.29734885e-02  -2.21445104e-01  -2.67227809e-02
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 [ -8.89379907e-02  -8.41069382e-02   1.26762042e-01   1.26040417e-01
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    1.88525764e-01   1.82876635e-02]
 [ -1.07556752e-01  -2.98068394e-01   1.53650321e-01  -4.43185837e-01
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   -8.97640724e-02   1.02540344e-01]]
[[ 0.63164628]
 [ 1.89063676]
 [ 0.21583053]
 [ 0.93869884]
 [-2.92218576]
 [-0.33959057]
 [-1.9085943 ]
 [ 0.07018597]
 [ 0.68026601]
 [ 0.86794695]]
Progress: 69.7% ... Training loss: 0.250 ... Validation loss: 0.421[[  2.17707552e-01   4.82268440e-01  -8.32426187e-02   1.63789476e-01
   -2.63166286e-01  -9.17756828e-02  -1.44466835e-01   1.21361649e-01
    4.09458709e-03   3.02728241e-01]
 [  1.15015387e-02   1.16426995e-01  -1.97217259e-02   4.85663489e-02
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    1.45961160e-01  -2.47725405e-02]
 [  2.28701301e-01   6.51964122e-01   1.30422031e-02  -4.71956699e-02
    9.06789500e-01  -3.18887301e-02  -1.09757598e+00  -4.24663870e-02
    8.45143808e-02   3.30825264e-01]
 [  4.64699427e-02  -4.84581105e-01  -1.89885001e-01   2.51014702e-01
   -1.29422087e-01   1.35477841e-01   2.97597374e-01   6.34259968e-02
    1.31748514e-01   3.28938778e-01]
 [ -4.36341064e-02   3.36384583e-02  -1.44443784e-01   5.75637098e-02
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   -1.84265821e-01  -6.11734911e-02]
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   -5.18052764e-02  -6.19066083e-02]
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   -1.93932867e-01   6.66313698e-02  -3.50449444e-02  -3.09025038e-02
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   -1.75633259e-01  -2.14777864e-01]
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 [  2.66709001e-02  -1.55700221e-01  -2.14549043e-01   1.28695748e-01
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   -9.87203896e-02  -1.42639670e-02]
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   -2.12416454e-02  -4.85018454e-02]
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   -1.90517131e-02  -9.06174835e-02   5.17620941e-02   1.61019633e-01
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   -1.77250642e-01  -3.77959030e-01]
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 [  1.70812239e-02  -5.64140310e-01  -4.28039180e-02  -9.86236571e-02
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   -3.59163934e-01  -2.12819919e-01]
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 [  5.81438475e-02   1.04614502e-01   2.58437761e-01   2.56828553e-01
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   -1.85532461e-01   1.10733060e-01]
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   -8.39400073e-03  -7.70219598e-02]
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   -2.14614619e-02   1.72729226e-01]
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   -5.13788760e-02  -1.64377133e-02]
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   -6.21357317e-01   8.79941922e-02  -1.98625115e-01   1.60285376e-01
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   -4.26907289e-02   3.76785853e-02]
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   -2.12063596e-01   2.84206571e-02]
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   -1.68907691e-01  -2.26088847e-01]
 [  3.23356737e-02  -3.70936182e-01  -1.88863468e-01  -1.36480984e-01
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   -7.29431460e-02  -1.26679548e-02]
 [ -3.08620749e-01  -7.66118891e-03   2.88297163e-02   2.77197796e-02
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   -4.16641616e-02   1.18584983e-01]
 [  1.69028352e-01  -2.25436904e-02  -2.21432008e-01  -2.66551097e-02
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    3.30933887e-02  -1.44885372e-01]
 [  2.42533868e-01  -2.27124557e-01   7.67262973e-02   2.32243370e-02
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    1.45813556e-01  -1.29053459e-01]
 [ -8.86823040e-02  -8.33813826e-02   1.26822269e-01   1.26123250e-01
    2.15386609e-02  -1.22429662e-01   2.02193431e-01  -7.81693313e-02
    1.88703381e-01   1.85164917e-02]
 [ -1.08999398e-01  -3.01446136e-01   1.53156046e-01  -4.45232043e-01
   -4.83758936e-01   1.72130810e-01   2.23524539e-01  -1.34199245e-01
   -9.12675910e-02   1.00730012e-01]]
[[ 0.61599438]
 [ 1.87785787]
 [ 0.19932454]
 [ 0.92505178]
 [-2.93576566]
 [-0.35380834]
 [-1.92249014]
 [ 0.05763799]
 [ 0.66477483]
 [ 0.85197924]]
Progress: 69.8% ... Training loss: 0.246 ... Validation loss: 0.421[[  2.18958341e-01   4.84535582e-01  -8.28139215e-02   1.65617994e-01
   -2.65221108e-01  -9.25966565e-02  -1.45553754e-01   1.21506545e-01
    5.40425390e-03   3.04352198e-01]
 [  1.16305587e-02   1.16859477e-01  -1.96993289e-02   4.86655741e-02
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    1.46008504e-01  -2.46085111e-02]
 [  2.29569872e-01   6.52203152e-01   1.33271868e-02  -4.56851723e-02
    9.06712067e-01  -3.25541649e-02  -1.09754093e+00  -4.23636013e-02
    8.54438483e-02   3.31627103e-01]
 [  4.86604761e-02  -4.78355636e-01  -1.89150717e-01   2.54159368e-01
   -1.37950909e-01   1.34365060e-01   2.88558318e-01   6.36153431e-02
    1.34241160e-01   3.32360921e-01]
 [ -4.75070696e-02   2.68562384e-02  -1.45627280e-01   5.18822237e-02
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   -1.88259019e-01  -6.64388210e-02]
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   -3.58682361e-01   4.37460065e-02   4.01538776e-01  -4.28193352e-02
   -5.12969322e-02  -6.12910485e-02]
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   -1.97107322e-01  -4.43050730e-02   1.04620383e-01   1.12728933e-01
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   -3.20885528e-02   2.64040149e-02]
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   -1.74938641e-01  -2.13801897e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [ -2.92481579e-01  -3.41801470e-01   9.15463605e-02   2.02009657e-01
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   -2.91574754e-01  -1.13256196e-01]
 [  8.01831426e-02  -2.50282202e-01  -3.05013519e-02   8.49907149e-02
   -6.27202591e-02  -8.09923672e-02   3.05979866e-01  -2.37452178e-04
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 [  2.62196764e-02  -1.57261226e-01  -2.14698360e-01   1.28041798e-01
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   -9.92098043e-02  -1.48369380e-02]
 [ -1.20212274e-01  -1.10911393e-01  -2.01043150e-01   1.57968775e-01
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 [ -5.22538213e-02  -8.67157343e-02   2.81422332e-01   1.22002919e-01
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 [  6.92342845e-02  -2.44760661e-02   8.83061949e-02   8.64006541e-02
   -5.66859139e-02  -1.76315623e-02   1.48652447e-01   1.19153671e-01
   -2.17161856e-02  -4.91135179e-02]
 [  7.89712631e-03  -1.84996144e-01  -2.96187470e-01  -6.22397755e-02
   -1.86619303e-02  -9.05044079e-02   5.22252752e-02   1.60999851e-01
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 [  6.35861753e-02  -6.07034656e-02  -1.09194391e-01   7.43852126e-02
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   -1.37447320e-01  -3.40987973e-02]
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   -2.55292408e-02   1.86943884e-02]
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   -1.77437202e-01  -3.78242882e-01]
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 [  1.75014371e-02  -5.63738050e-01  -4.26773349e-02  -9.80027459e-02
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   -3.58743864e-01  -2.12249958e-01]
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   -7.31950749e-02   8.55881425e-02]
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   -9.07756840e-02  -1.35719400e-01]
 [ -2.19750113e-01  -3.95847732e-01   2.47437064e-01  -2.56007190e-01
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   -2.68202359e-01  -3.66762041e-02]
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   -3.10895811e-02  -1.41997810e-01]
 [  8.08260197e-02   2.55270673e-01   1.52834243e-01  -1.31586786e-01
   -1.11850006e-01   6.43561161e-02  -1.39729222e-01   2.78445086e-01
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 [  3.74487249e-01   4.06938101e-01  -7.29826453e-02   3.18482194e-01
   -8.96947353e-01  -2.92099214e-01  -5.37881504e-01   1.78514239e-01
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 [  5.80743125e-02   1.04409257e-01   2.58412639e-01   2.56671541e-01
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   -1.27075754e-01  -2.78487381e-01]
 [  1.77420116e-02  -1.23999099e-01  -1.23314725e-01  -6.76770917e-02
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 [  7.12036964e-03  -5.14651257e-02  -6.70214250e-02  -4.97262818e-02
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 [  3.32371711e-02   1.16212034e-01   2.44695298e-01   7.48914449e-02
   -1.86438637e-01  -1.40449724e-01   5.61956405e-02   3.90902427e-02
   -1.86097618e-01   1.10019463e-01]
 [  8.51198068e-02   8.67893569e-02   1.10030645e-01   1.55097385e-02
   -2.28656504e-01   6.05401871e-02  -1.50713891e-02  -2.71154113e-01
   -8.51981520e-03  -7.72126026e-02]
 [ -5.76443438e-03   1.37662092e-01   8.50331267e-02  -3.60246865e-02
   -5.16810421e-02   1.76762552e-01   3.94825253e-02   1.17757413e-01
   -2.16214141e-02   1.72599495e-01]
 [  2.30131334e-01   1.21359759e-01   2.99650796e-02   8.15613866e-02
   -1.94198866e-02  -2.94069159e-02  -2.48527901e-01   1.48278397e-01
   -5.19707990e-02  -1.71954020e-02]
 [  5.18740178e-02   7.44851068e-02   1.94323952e-02   4.96779982e-02
   -4.75625293e-01  -1.26821614e-01  -2.63081757e-01   4.12197071e-02
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 [  7.05068287e-02   4.96135633e-01   1.32042160e-01   4.64086500e-01
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 [  2.26472594e-01   3.19548217e-01   2.40590297e-01   1.30453165e-01
   -6.19911348e-01   8.83301031e-02  -1.97053226e-01   1.60232977e-01
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   -4.27075026e-02   3.76508540e-02]
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   -2.85657405e-01  -1.05037887e-01]
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   -2.11987170e-01   2.85053521e-02]
 [  7.25836073e-03  -4.57264258e-01  -1.29295954e-01  -1.66554250e-01
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   -1.68830268e-01  -2.25957787e-01]
 [  3.16644690e-02  -3.72705806e-01  -1.89095184e-01  -1.37555185e-01
   -3.76325430e-01  -3.74676421e-03   2.76971136e-01  -1.67315400e-01
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 [ -8.73088938e-02  -1.85607979e-02   2.77267222e-01   4.89898222e-02
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   -7.27493906e-02  -1.23580070e-02]
 [ -3.08440060e-01  -8.30523067e-03   2.88424769e-02   2.79499501e-02
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   -4.16051131e-02   1.18666978e-01]
 [  1.68571989e-01  -2.48172744e-02  -2.21614695e-01  -2.75121225e-02
    8.71679288e-02  -3.15957648e-01   5.06574758e-02  -1.63494510e-01
    3.25350368e-02  -1.45624147e-01]
 [  2.43789515e-01  -2.23713238e-01   7.72104745e-02   2.53052788e-02
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    1.47259883e-01  -1.27242633e-01]
 [ -8.80697109e-02  -8.20903189e-02   1.27020622e-01   1.27010174e-01
    1.94815406e-02  -1.22771033e-01   2.00700785e-01  -7.81120233e-02
    1.89350773e-01   1.93385413e-02]
 [ -1.08248108e-01  -2.99168129e-01   1.53417487e-01  -4.44242514e-01
   -4.87499269e-01   1.71689862e-01   2.21459482e-01  -1.34125655e-01
   -9.04303779e-02   1.01769601e-01]]
[[ 0.6240066 ]
 [ 1.88326505]
 [ 0.20733875]
 [ 0.93478498]
 [-2.93532574]
 [-0.34600589]
 [-1.91643453]
 [ 0.06524306]
 [ 0.67576391]
 [ 0.86343046]]
Progress: 69.8% ... Training loss: 0.245 ... Validation loss: 0.422[[  2.18167195e-01   4.82220047e-01  -8.31031656e-02   1.63867705e-01
   -2.58669099e-01  -9.20840323e-02  -1.43369065e-01   1.21397371e-01
    4.56452790e-03   3.03994037e-01]
 [  1.13317608e-02   1.16110669e-01  -1.98141270e-02   4.82082247e-02
    6.43520986e-02  -6.91341280e-03   3.43511798e-01   4.03988020e-02
    1.45653164e-01  -2.50473852e-02]
 [  2.24121486e-01   6.38692603e-01   1.13971596e-02  -5.43353438e-02
    9.25602268e-01  -2.94062657e-02  -1.08703787e+00  -4.29880939e-02
    7.94536447e-02   3.24480646e-01]
 [  4.55669883e-02  -4.87007298e-01  -1.90186324e-01   2.49353890e-01
   -1.29121445e-01   1.36141612e-01   3.00823698e-01   6.32845328e-02
    1.31110500e-01   3.28855148e-01]
 [ -4.48350917e-02   3.59066581e-02  -1.44694399e-01   5.61716779e-02
   -1.37273924e-01  -1.84306475e-01   1.72275475e-01  -1.14245832e-01
   -1.85491693e-01  -6.30037610e-02]
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   -7.32153192e-02  -1.29080662e-02]
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 [ -8.80735409e-02  -8.25085951e-02   1.27032713e-01   1.26993052e-01
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    1.89374887e-01   1.93280945e-02]
 [ -1.09359879e-01  -3.01022738e-01   1.53033539e-01  -4.46050871e-01
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   -9.15834948e-02   1.00824651e-01]]
[[ 0.6117364 ]
 [ 1.87401253]
 [ 0.1986731 ]
 [ 0.92834552]
 [-2.94459351]
 [-0.35484086]
 [-1.91817339]
 [ 0.05568457]
 [ 0.66414137]
 [ 0.8493082 ]]
Progress: 69.8% ... Training loss: 0.249 ... Validation loss: 0.423[[  2.19608200e-01   4.87385206e-01  -8.25804446e-02   1.66268524e-01
   -2.64583154e-01  -9.30431922e-02  -1.47306783e-01   1.21549639e-01
    6.09266253e-03   3.06215404e-01]
 [  1.12252262e-02   1.15782461e-01  -1.98534377e-02   4.80246206e-02
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    1.45517193e-01  -2.52097913e-02]
 [  2.25056997e-01   6.42291337e-01   1.17964302e-02  -5.24975845e-02
    9.19330896e-01  -3.00762802e-02  -1.09190855e+00  -4.28844945e-02
    8.05367716e-02   3.25893080e-01]
 [  4.67920207e-02  -4.83823573e-01  -1.89771467e-01   2.51385274e-01
   -1.33514917e-01   1.35346908e-01   2.98316185e-01   6.34010416e-02
    1.32270230e-01   3.30673446e-01]
 [ -4.59857385e-02   3.36405343e-02  -1.45131649e-01   5.41896024e-02
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   -1.86604678e-01  -6.41488720e-02]
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   -4.95258605e-02  -5.90035943e-02]
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   -1.90182598e-01  -4.28879521e-02   1.09805188e-01   1.12436295e-01
    6.84045622e-02  -2.80112820e-02]
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   -1.96894786e-01   6.61692915e-02  -3.79463649e-02  -3.08323350e-02
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   -3.18539917e-02   2.67773202e-02]
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   -1.75932406e-01  -2.14983476e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.91505113e-01  -3.39826088e-01   9.18843580e-02   2.03427445e-01
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   -2.90501799e-01  -1.11820672e-01]
 [  8.14313401e-02  -2.48029918e-01  -3.00879465e-02   8.68393431e-02
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 [  2.59032325e-02  -1.58233130e-01  -2.14800001e-01   1.27498682e-01
   -7.56307498e-02   8.43666361e-02  -2.10574878e-03  -2.13586398e-02
   -9.95266828e-02  -1.51844001e-02]
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 [  7.02889489e-02  -2.20636253e-02   8.86451656e-02   8.77934878e-02
   -6.16805680e-02  -1.81803132e-02   1.44682160e-01   1.19238810e-01
   -2.05494402e-02  -4.79304164e-02]
 [  6.29004750e-03  -1.89720218e-01  -2.96730618e-01  -6.46190431e-02
   -1.51938121e-02  -8.96251416e-02   5.63523159e-02   1.60826335e-01
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 [  6.25458155e-02  -6.32203800e-02  -1.09570216e-01   7.27215444e-02
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   -1.38714710e-01  -3.55360826e-02]
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 [  1.10001919e-01   7.85018689e-02  -4.39114565e-02  -1.01618290e-01
   -1.42902765e-01  -3.29670587e-01   1.34293910e-01   7.74746597e-03
    1.44322790e-01   8.77580957e-02]
 [ -1.13344895e-01  -1.20356209e-01  -1.88505739e-02   1.06728952e-02
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 [ -8.76606959e-02  -8.12085821e-02   1.27187366e-01   1.27633306e-01
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    1.89738929e-01   1.98933610e-02]
 [ -1.09138012e-01  -3.00552846e-01   1.53075271e-01  -4.46018748e-01
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   -9.14972028e-02   1.01223441e-01]]
[[ 0.61978434]
 [ 1.87857344]
 [ 0.20534194]
 [ 0.93440899]
 [-2.93863908]
 [-0.34871125]
 [-1.91194934]
 [ 0.06206065]
 [ 0.6719637 ]
 [ 0.85707836]]
Progress: 69.9% ... Training loss: 0.244 ... Validation loss: 0.423[[  2.20380573e-01   4.89135291e-01  -8.23570962e-02   1.66817720e-01
   -2.64406952e-01  -9.34531481e-02  -1.48609699e-01   1.21611904e-01
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 [  2.24508282e-01   6.41523355e-01   1.14832864e-02  -5.37271785e-02
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    7.96060046e-02   3.24648669e-01]
 [  4.63560101e-02  -4.87583144e-01  -1.90059825e-01   2.50761311e-01
   -1.31393099e-01   1.35720849e-01   3.02790852e-01   6.33376135e-02
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   -1.84613563e-01  -6.16814986e-02]
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   -4.80442729e-02  -5.68926784e-02]
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   -1.75466894e-01  -2.14404703e-01]
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   -1.77229852e-01  -3.77970360e-01]
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 [  5.82356819e-02   1.04618661e-01   2.58480814e-01   2.56854664e-01
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   -5.08700753e-02  -1.56463020e-02]
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   -7.32731722e-02  -1.30873934e-02]
 [ -3.08632398e-01  -8.41343001e-03   2.87651113e-02   2.75622724e-02
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    1.49968718e-01  -1.23658708e-01]
 [ -8.74368534e-02  -8.11046277e-02   1.27271299e-01   1.27873603e-01
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    1.89983008e-01   2.02229717e-02]
 [ -1.07136104e-01  -2.94913527e-01   1.53746800e-01  -4.43152513e-01
   -4.94581478e-01   1.71131425e-01   2.16419109e-01  -1.34056411e-01
   -8.93545384e-02   1.04092845e-01]]
[[ 0.62793329]
 [ 1.88401988]
 [ 0.2150932 ]
 [ 0.94415398]
 [-2.93419774]
 [-0.33944397]
 [-1.89739463]
 [ 0.07044767]
 [ 0.68153121]
 [ 0.86624816]]
Progress: 70.0% ... Training loss: 0.247 ... Validation loss: 0.427[[  2.21806524e-01   4.92529453e-01  -8.19290657e-02   1.68592053e-01
   -2.64499875e-01  -9.41547858e-02  -1.50716805e-01   1.21766904e-01
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    1.45770227e-01  -2.49031366e-02]
 [  2.23516194e-01   6.38592253e-01   1.11594385e-02  -5.46930787e-02
    9.22058923e-01  -2.92157991e-02  -1.08867108e+00  -4.30449424e-02
    7.90491565e-02   3.23289332e-01]
 [  4.40312963e-02  -4.95194610e-01  -1.90902154e-01   2.47456326e-01
   -1.20395609e-01   1.37060762e-01   3.10533420e-01   6.30588502e-02
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 [ -4.36864266e-02   4.06455330e-02  -1.44129128e-01   5.81774231e-02
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   -1.84238433e-01  -6.13115624e-02]
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   -4.78067389e-02  -5.64393484e-02]
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   -1.75712543e-01  -2.14750962e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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   -2.89862764e-01  -1.10813947e-01]
 [  8.18475416e-02  -2.48026681e-01  -2.99494128e-02   8.72304822e-02
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   -9.93616449e-02  -1.48357231e-02]
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 [  7.00809737e-02  -2.34194189e-02   8.85263600e-02   8.72628951e-02
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   -2.08669685e-02  -4.82282981e-02]
 [  7.49028830e-03  -1.86798354e-01  -2.96343958e-01  -6.28885101e-02
   -2.01431865e-02  -9.03017536e-02   5.30088158e-02   1.60945954e-01
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   -1.77128091e-01  -3.77833132e-01]
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 [  1.63597250e-02  -5.67260663e-01  -4.31065294e-02  -9.99593142e-02
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   -3.60140791e-01  -2.13974940e-01]
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   -7.27248313e-02   8.61404675e-02]
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   -9.08616707e-02  -1.35783389e-01]
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   -2.67929619e-01  -3.63666315e-02]
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   -3.16876599e-02  -1.42589949e-01]
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   -1.14456330e-01   6.39330342e-02  -1.41278138e-01   2.78516408e-01
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 [  3.76708990e-01   4.11640503e-01  -7.22603319e-02   3.21224143e-01
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 [  5.82224578e-02   1.04256522e-01   2.58461247e-01   2.56767331e-01
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   -1.26903586e-01  -2.78309686e-01]
 [  1.83511712e-02  -1.23390911e-01  -1.23142391e-01  -6.68907055e-02
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 [  7.57287134e-03  -5.04275199e-02  -6.69093256e-02  -4.91527558e-02
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 [  3.45924512e-02   1.19695603e-01   2.45137641e-01   7.69830346e-02
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   -1.84569264e-01   1.11963900e-01]
 [  8.39462167e-02   8.37369694e-02   1.09626748e-01   1.36739179e-02
   -2.23548272e-01   6.11939336e-02  -1.21728998e-02  -2.71284140e-01
   -9.80530690e-03  -7.88242378e-02]
 [ -5.06833816e-03   1.39917310e-01   8.52798822e-02  -3.52035814e-02
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   -2.09544314e-02   1.73580504e-01]
 [  2.30952699e-01   1.23055464e-01   3.02169904e-02   8.25272594e-02
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   -5.12372864e-02  -1.61420706e-02]
 [  5.15981044e-02   7.42647359e-02   1.93437071e-02   4.91841758e-02
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 [  6.90684116e-02   4.92787831e-01   1.31547528e-01   4.61784042e-01
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   -6.20945196e-01   8.84516360e-02  -1.96259675e-01   1.60211844e-01
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 [ -8.27309538e-02   2.45355306e-01   2.37426490e-01   3.61067026e-03
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   -4.22783896e-02   3.81361488e-02]
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   -2.12256945e-01   2.82288818e-02]
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   -1.68589702e-01  -2.25646551e-01]
 [  3.02738719e-02  -3.76865309e-01  -1.89638855e-01  -1.39954702e-01
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 [ -8.74372834e-02  -1.91767056e-02   2.77203011e-01   4.87648567e-02
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   -7.29006165e-02  -1.26640729e-02]
 [ -3.09641450e-01  -1.11091387e-02   2.84151476e-02   2.60417692e-02
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   -4.29082867e-02   1.16927052e-01]
 [  1.69479158e-01  -2.51773971e-02  -2.21317736e-01  -2.62227811e-02
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 [  2.46539722e-01  -2.18181426e-01   7.81047451e-02   2.91507834e-02
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 [ -8.78720088e-02  -8.29821317e-02   1.27100257e-01   1.27187396e-01
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    1.89680935e-01   1.97989829e-02]
 [ -1.05990279e-01  -2.91751918e-01   1.54106662e-01  -4.41491231e-01
   -4.98844728e-01   1.70484872e-01   2.13771694e-01  -1.33922695e-01
   -8.81117632e-02   1.05648023e-01]]
[[ 0.63052188]
 [ 1.88787722]
 [ 0.21712223]
 [ 0.94467863]
 [-2.93597279]
 [-0.33913352]
 [-1.89575764]
 [ 0.0711718 ]
 [ 0.6825579 ]
 [ 0.86737003]]
Progress: 70.0% ... Training loss: 0.248 ... Validation loss: 0.426[[  2.18849885e-01   4.85388125e-01  -8.29572585e-02   1.64288483e-01
   -2.51715833e-01  -9.25060020e-02  -1.42702174e-01   1.21426439e-01
    4.92787232e-03   3.05269510e-01]
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    1.45568995e-01  -2.51429309e-02]
 [  2.23517265e-01   6.35642614e-01   1.11788671e-02  -5.44446583e-02
    9.29554804e-01  -2.93160298e-02  -1.08738404e+00  -4.30250545e-02
    7.92430600e-02   3.23722744e-01]
 [  4.10486314e-02  -5.03340879e-01  -1.91870402e-01   2.43673530e-01
   -1.10093751e-01   1.38887555e-01   3.19190500e-01   6.27081230e-02
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 [ -3.11026008e-01  -1.46475047e-02   2.79263275e-02   2.40267521e-02
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 [  1.68278983e-01  -2.78136094e-02  -2.21716251e-01  -2.79465542e-02
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 [  2.46670370e-01  -2.17679135e-01   7.81569482e-02   2.94241377e-02
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 [ -8.87796265e-02  -8.51448438e-02   1.26779891e-01   1.25857025e-01
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 [ -1.06747116e-01  -2.93331860e-01   1.53784434e-01  -4.42776197e-01
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   -8.90378690e-02   1.04740155e-01]]
[[ 0.61697227]
 [ 1.88001405]
 [ 0.20427769]
 [ 0.92862866]
 [-2.9460064 ]
 [-0.35314438]
 [-1.91591662]
 [ 0.05555263]
 [ 0.6684317 ]
 [ 0.85123313]]
Progress: 70.0% ... Training loss: 0.248 ... Validation loss: 0.419[[  2.20145736e-01   4.90580639e-01  -8.24754501e-02   1.66456716e-01
   -2.56538671e-01  -9.33552124e-02  -1.48745268e-01   1.21548525e-01
    6.46975172e-03   3.07198519e-01]
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    1.46205454e-01  -2.42997460e-02]
 [  2.21200084e-01   6.28935639e-01   1.02844633e-02  -5.84332990e-02
    9.37811839e-01  -2.79313666e-02  -1.08443586e+00  -4.32831350e-02
    7.64981730e-02   3.20265784e-01]
 [  4.04500410e-02  -5.04217124e-01  -1.92002516e-01   2.43243002e-01
   -1.12285363e-01   1.39087565e-01   3.21775847e-01   6.26888994e-02
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 [ -4.54095349e-02   3.67809083e-02  -1.44576814e-01   5.55343188e-02
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   -1.86222642e-01  -6.40256979e-02]
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   -4.97919601e-02  -5.88995564e-02]
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   -1.71923623e-01  -4.06833109e-02   1.17815989e-01   1.12016715e-01
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   -1.99564730e-01   6.62055969e-02  -3.59744206e-02  -3.08576071e-02
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   -1.78205226e-01  -2.17753601e-01]
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 [  8.19108476e-02  -2.48334901e-01  -2.99205592e-02   8.71950377e-02
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 [  2.64155539e-02  -1.56001187e-01  -2.14578150e-01   1.28210390e-01
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   -9.89758182e-02  -1.44350819e-02]
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 [  6.90475203e-02  -2.62417685e-02   8.81662854e-02   8.57948840e-02
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   -2.19884056e-02  -4.96119209e-02]
 [  5.99554589e-03  -1.91070045e-01  -2.96890858e-01  -6.51359624e-02
   -1.41892136e-02  -8.95049463e-02   5.46706903e-02   1.60771628e-01
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 [  6.11384637e-02  -6.72439938e-02  -1.10029807e-01   7.03625141e-02
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   -1.40236981e-01  -3.75788452e-02]
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 [  1.10498010e-01   7.97826761e-02  -4.37520607e-02  -1.00997169e-01
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   -7.31074775e-02  -1.29022741e-02]
 [ -3.10826099e-01  -1.41000125e-02   2.80044419e-02   2.43438364e-02
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 [  1.68199698e-01  -2.71717486e-02  -2.21700906e-01  -2.78263912e-02
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 [  2.46541399e-01  -2.17774142e-01   7.81314900e-02   2.92887888e-02
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 [ -8.83174493e-02  -8.37507458e-02   1.26927660e-01   1.26601343e-01
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    1.89244293e-01   1.92601661e-02]
 [ -1.06983511e-01  -2.93966777e-01   1.53692418e-01  -4.43346622e-01
   -4.97306264e-01   1.71155220e-01   2.15040850e-01  -1.34051820e-01
   -8.92825481e-02   1.04502891e-01]]
[[ 0.61276888]
 [ 1.87523047]
 [ 0.20224861]
 [ 0.9247975 ]
 [-2.9457406 ]
 [-0.35537026]
 [-1.91451861]
 [ 0.05255483]
 [ 0.66492313]
 [ 0.8474886 ]]
Progress: 70.1% ... Training loss: 0.250 ... Validation loss: 0.422[[  2.21414708e-01   4.93623595e-01  -8.20630013e-02   1.68331881e-01
   -2.58804445e-01  -9.41270030e-02  -1.51799977e-01   1.21662006e-01
    7.83717202e-03   3.08925895e-01]
 [  1.20124649e-02   1.17201878e-01  -1.96122895e-02   4.91599161e-02
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    1.46291600e-01  -2.41848662e-02]
 [  2.21218516e-01   6.29973625e-01   1.01791995e-02  -5.87882175e-02
    9.33510331e-01  -2.77738094e-02  -1.08648909e+00  -4.33035790e-02
    7.61898630e-02   3.19933706e-01]
 [  4.13018566e-02  -5.03048426e-01  -1.91715639e-01   2.44627299e-01
   -1.17833718e-01   1.38508310e-01   3.19986258e-01   6.27669436e-02
    1.27294203e-01   3.24576352e-01]
 [ -4.66476971e-02   3.43989074e-02  -1.44968691e-01   5.36602878e-02
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   -1.87523701e-01  -6.56196251e-02]
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   -4.88486651e-02  -5.76627969e-02]
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   -1.77101432e-01  -2.16401253e-01]
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   -9.90670513e-02  -1.45583354e-02]
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   -2.21880305e-02  -4.98495539e-02]
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   -1.77743718e-01  -3.78615643e-01]
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 [  1.65357753e-02  -5.67273897e-01  -4.30510140e-02  -9.96803087e-02
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   -3.59941581e-01  -2.13704226e-01]
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   -9.03808021e-02  -1.35143976e-01]
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 [  3.75710939e-01   4.08648357e-01  -7.26114283e-02   3.19315928e-01
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 [  5.80845045e-02   1.04017249e-01   2.58429234e-01   2.56590560e-01
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   -1.83812166e-01   1.12839425e-01]
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   -8.83737517e-03  -7.76793597e-02]
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   -2.11357584e-02   1.73363627e-01]
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   -5.09462734e-02  -1.58895487e-02]
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   -6.18337707e-01   8.92859735e-02  -1.92929986e-01   1.60035913e-01
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   -1.68646225e-01  -2.25670944e-01]
 [  2.97281437e-02  -3.78511552e-01  -1.89839947e-01  -1.41132903e-01
   -3.76028015e-01  -2.57817668e-03   2.80161646e-01  -1.67574256e-01
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 [ -8.68758937e-02  -1.95887420e-02   2.77404628e-01   4.95528296e-02
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   -7.22893147e-02  -1.18942941e-02]
 [ -3.10634501e-01  -1.38297360e-02   2.80727489e-02   2.46109058e-02
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   -4.38900318e-02   1.15536189e-01]
 [  1.67971073e-01  -2.83572972e-02  -2.21788054e-01  -2.81675433e-02
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    3.18044574e-02  -1.46524880e-01]
 [  2.46279444e-01  -2.18515511e-01   7.80420390e-02   2.88577828e-02
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    1.49921128e-01  -1.23661564e-01]
 [ -8.80157624e-02  -8.30721867e-02   1.27037563e-01   1.27106815e-01
    2.30756523e-02  -1.22856827e-01   2.02116383e-01  -7.81404116e-02
    1.89600852e-01   1.97338331e-02]
 [ -1.05501296e-01  -2.89778316e-01   1.54194726e-01  -4.41188106e-01
   -5.03480727e-01   1.70257460e-01   2.11052227e-01  -1.33921996e-01
   -8.76576973e-02   1.06596086e-01]]
[[ 0.62040004]
 [ 1.87877947]
 [ 0.21142683]
 [ 0.93273276]
 [-2.93949779]
 [-0.34585592]
 [-1.90244853]
 [ 0.06169893]
 [ 0.67292727]
 [ 0.8571704 ]]
Progress: 70.2% ... Training loss: 0.246 ... Validation loss: 0.425[[  2.19391626e-01   4.87285744e-01  -8.28845437e-02   1.64373990e-01
   -2.52653306e-01  -9.27918410e-02  -1.45516518e-01   1.21404565e-01
    5.18819207e-03   3.05746181e-01]
 [  1.22027460e-02   1.17659649e-01  -1.95517545e-02   4.94201727e-02
    6.04471304e-02  -7.41190258e-03   3.41934743e-01   4.04793836e-02
    1.46478032e-01  -2.39227541e-02]
 [  2.20067840e-01   6.26605810e-01   9.64545916e-03  -6.13700944e-02
    9.38123226e-01  -2.69191757e-02  -1.08671670e+00  -4.34725553e-02
    7.44555894e-02   3.17808192e-01]
 [  4.14989209e-02  -5.05447455e-01  -1.91675641e-01   2.44618314e-01
   -1.16084727e-01   1.38567999e-01   3.23495575e-01   6.27867719e-02
    1.27560035e-01   3.25228171e-01]
 [ -4.80605352e-02   3.08958363e-02  -1.45397575e-01   5.19975166e-02
   -1.23766174e-01  -1.83320992e-01   1.75218293e-01  -1.14431862e-01
   -1.89164618e-01  -6.75752368e-02]
 [ -4.00933630e-01  -6.72881676e-01  -3.06266517e-01   1.31349763e-01
   -3.62406973e-01   4.21272480e-02   3.95953386e-01  -4.25634876e-02
   -4.87456017e-02  -5.75116270e-02]
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   -1.88570919e-01  -4.24229202e-02   1.07644546e-01   1.12282318e-01
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   -2.93224629e-02   2.97922511e-02]
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   -1.77612165e-01  -2.17065777e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [ -2.92038338e-01  -3.39610145e-01   9.16787060e-02   2.02597641e-01
   -1.85224661e-01  -5.98029936e-02   1.12417155e-01  -2.62855952e-01
   -2.91311475e-01  -1.12666829e-01]
 [  8.30826382e-02  -2.46211542e-01  -2.95242609e-02   8.87401950e-02
   -6.57393119e-02  -8.27069148e-02   3.02570477e-01   6.13027680e-05
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 [  2.63585384e-02  -1.56687723e-01  -2.14632287e-01   1.28131865e-01
   -7.76475853e-02   8.40834822e-02  -4.01200596e-03  -2.13041518e-02
   -9.90644795e-02  -1.46022609e-02]
 [ -1.18028553e-01  -1.05660463e-01  -2.00320303e-01   1.61159170e-01
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 [ -5.15771134e-02  -8.55753547e-02   2.81590978e-01   1.23028535e-01
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    9.65216125e-02   7.42509241e-02]
 [  6.78146025e-02  -3.04339945e-02   8.76677980e-02   8.35128720e-02
   -5.14278400e-02  -1.67050478e-02   1.49836263e-01   1.18938488e-01
   -2.35435044e-02  -5.15829459e-02]
 [  7.06619954e-03  -1.88496643e-01  -2.96546327e-01  -6.36220036e-02
   -1.97023586e-02  -9.01365815e-02   5.15896581e-02   1.60860464e-01
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 [  6.10244572e-02  -6.87467470e-02  -1.10134411e-01   6.97479593e-02
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   -1.40654695e-01  -3.82090735e-02]
 [  2.02977994e-02   7.13210725e-03   1.28881906e-01   1.37275180e-01
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 [  1.09305081e-01   7.69115763e-02  -4.41280617e-02  -1.02849782e-01
   -1.42912222e-01  -3.29286801e-01   1.36436697e-01   7.67996896e-03
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   -1.14130339e-01  -2.01895153e-01   3.37133867e-04  -2.15236517e-02
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   -3.47269953e-01   6.80930605e-03   9.79691988e-02  -2.72810733e-02
   -2.53069293e-02   1.89477680e-02]
 [ -2.70363957e-02  -1.94094583e-01  -7.39889461e-02  -1.20003667e-01
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   -1.77235289e-01  -3.77957005e-01]
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 [  1.64900170e-02  -5.67514716e-01  -4.30740489e-02  -9.97812027e-02
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   -3.59993206e-01  -2.13779813e-01]
 [ -1.78449290e-01  -6.93582989e-01  -1.24284992e-02  -2.09517808e-01
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   -7.26135380e-02   8.62718922e-02]
 [ -3.05531588e-01  -5.27399353e-01   5.38365591e-02  -5.00025635e-02
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   -9.03506853e-02  -1.35113465e-01]
 [ -2.19492555e-01  -3.95956993e-01   2.47531539e-01  -2.55616291e-01
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   -2.67899424e-01  -3.62215372e-02]
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   -3.10938539e-02  -1.41803189e-01]
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   -1.09590690e-01   6.47963684e-02  -1.37540060e-01   2.78322913e-01
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 [  3.74956100e-01   4.04994198e-01  -7.29712881e-02   3.17484249e-01
   -8.91303136e-01  -2.92000279e-01  -5.36964672e-01   1.78543819e-01
    4.13250517e-01   1.16161750e-02]
 [  5.81746849e-02   1.04259098e-01   2.58476132e-01   2.56761414e-01
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   -1.26949353e-01  -2.78410559e-01]
 [  1.86562892e-02  -1.22640776e-01  -1.23053606e-01  -6.65304837e-02
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 [  9.77073465e-03  -4.46830721e-02  -6.61834279e-02  -4.59745502e-02
   -6.06682807e-03  -1.84633217e-01   4.12009390e-02   1.00260030e-02
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 [  3.58215731e-02   1.22919247e-01   2.45569702e-01   7.89433513e-02
   -1.96685781e-01  -1.42042551e-01   4.87983448e-02   3.93501442e-02
   -1.83180992e-01   1.13654741e-01]
 [  8.36426885e-02   8.25430692e-02   1.09453165e-01   1.28477377e-02
   -2.21392719e-01   6.14103796e-02  -1.13930860e-02  -2.71320816e-01
   -1.02938334e-02  -7.95285914e-02]
 [ -4.59536583e-03   1.41162488e-01   8.54646172e-02  -3.45807191e-02
   -5.42100563e-02   1.76113387e-01   3.57196271e-02   1.17878571e-01
   -2.04131178e-02   1.74288479e-01]
 [  2.31697746e-01   1.26241195e-01   3.04440300e-02   8.34936545e-02
   -2.26393897e-02  -3.02740675e-02  -2.54184093e-01   1.48402316e-01
   -5.05817765e-02  -1.54341351e-02]
 [  5.17312385e-02   7.48451757e-02   1.93758008e-02   4.94107432e-02
   -4.73145208e-01  -1.26758888e-01  -2.63871290e-01   4.11913450e-02
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 [  6.73650604e-02   4.88675629e-01   1.30982619e-01   4.59131950e-01
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 [  1.70339232e-01   4.75843626e-01   6.73742542e-02   4.31387518e-01
   -1.27356019e+00  -7.66911761e-02  -3.87929757e-01   1.50358788e-01
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 [  2.24943921e-01   3.17448066e-01   2.40131092e-01   1.28706557e-01
   -6.20356138e-01   8.90727269e-02  -1.93670063e-01   1.60074453e-01
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 [ -8.27648902e-02   2.45504714e-01   2.37435865e-01   3.58451949e-03
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   -4.22845170e-02   3.81189364e-02]
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   -2.84353545e-01  -1.03414865e-01]
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   -2.12076671e-01   2.84516089e-02]
 [  7.55570990e-03  -4.57342906e-01  -1.29213347e-01  -1.66230958e-01
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   -1.68448538e-01  -2.25431737e-01]
 [  2.89700597e-02  -3.81153379e-01  -1.90202819e-01  -1.42671392e-01
   -3.75168189e-01  -2.02955228e-03   2.82603843e-01  -1.67682290e-01
    3.65246364e-02  -2.82917551e-01]
 [ -8.63526325e-02  -1.85730128e-02   2.77587118e-01   5.02621175e-02
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   -7.17870019e-02  -1.11949846e-02]
 [ -3.10902245e-01  -1.47950598e-02   2.79866689e-02   2.42300841e-02
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   -4.41498456e-02   1.15304225e-01]
 [  1.67414436e-01  -3.06189235e-02  -2.21978364e-01  -2.90988437e-02
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    3.11003141e-02  -1.47450890e-01]
 [  2.45581545e-01  -2.20131420e-01   7.77876974e-02   2.76917492e-02
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    1.49045150e-01  -1.24737988e-01]
 [ -8.64622839e-02  -7.92066741e-02   1.27534710e-01   1.29182677e-01
    1.95733254e-02  -1.23652368e-01   1.97972804e-01  -7.79947343e-02
    1.91061897e-01   2.17694334e-02]
 [ -1.05773788e-01  -2.90486313e-01   1.54132214e-01  -4.41643594e-01
   -5.08191847e-01   1.70370983e-01   2.12414528e-01  -1.33951829e-01
   -8.78235692e-02   1.06286750e-01]]
[[ 0.61462655]
 [ 1.87140208]
 [ 0.21004129]
 [ 0.92827428]
 [-2.93782298]
 [-0.34674617]
 [-1.90134282]
 [ 0.05853157]
 [ 0.66863139]
 [ 0.85200595]]
Progress: 70.2% ... Training loss: 0.246 ... Validation loss: 0.425[[  2.20730674e-01   4.92229687e-01  -8.23344730e-02   1.66788745e-01
   -2.60673970e-01  -9.36625097e-02  -1.48620715e-01   1.21561009e-01
    6.66702305e-03   3.07411350e-01]
 [  1.17936193e-02   1.16843766e-01  -1.96676687e-02   4.88001602e-02
    6.24467521e-02  -7.20564155e-03   3.42391995e-01   4.04440619e-02
    1.46060584e-01  -2.44393790e-02]
 [  2.21423825e-01   6.29965738e-01   1.02080428e-02  -5.89294702e-02
    9.33051870e-01  -2.78562340e-02  -1.09100377e+00  -4.33161742e-02
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 [  2.82764613e-02  -3.83296044e-01  -1.90436653e-01  -1.43691546e-01
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   -7.13109965e-02  -1.06630747e-02]
 [ -3.11182763e-01  -1.61130244e-02   2.78757659e-02   2.37371372e-02
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 [  1.67104993e-01  -3.08860145e-02  -2.22067311e-01  -2.95528968e-02
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 [  2.46345266e-01  -2.17997993e-01   7.80845224e-02   2.90159240e-02
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 [ -8.70255568e-02  -8.05516610e-02   1.27346680e-01   1.28303523e-01
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    1.90437302e-01   2.09983416e-02]
 [ -1.05969002e-01  -2.90508732e-01   1.54065963e-01  -4.41999005e-01
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   -8.80229033e-02   1.06049203e-01]]
[[ 0.61460045]
 [ 1.86972522]
 [ 0.20832509]
 [ 0.92618572]
 [-2.93668615]
 [-0.34693146]
 [-1.90684193]
 [ 0.05755143]
 [ 0.66857572]
 [ 0.85292027]]
Progress: 70.2% ... Training loss: 0.245 ... Validation loss: 0.427[[  2.18371686e-01   4.86738347e-01  -8.30768237e-02   1.63367245e-01
   -2.53304573e-01  -9.24372807e-02  -1.42463183e-01   1.21364199e-01
    4.40875100e-03   3.04726962e-01]
 [  1.15287567e-02   1.15754890e-01  -1.97733649e-02   4.83576645e-02
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    1.45702132e-01  -2.48921100e-02]
 [  2.22342661e-01   6.34520306e-01   1.05066237e-02  -5.77755125e-02
    9.30045910e-01  -2.83885925e-02  -1.09623462e+00  -4.32375295e-02
    7.69939932e-02   3.21010534e-01]
 [  4.78065983e-02  -4.87861676e-01  -1.89414869e-01   2.55004535e-01
   -1.39477854e-01   1.35060872e-01   3.07672637e-01   6.33868151e-02
    1.34198512e-01   3.33415694e-01]
 [ -5.35901799e-02   1.50495748e-02  -1.47298211e-01   4.36763874e-02
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   -1.94740735e-01  -7.46730343e-02]
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   -5.02432120e-02  -5.93730778e-02]
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   -1.97538941e-01  -4.35589021e-02   1.01285240e-01   1.12464549e-01
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   -2.00522538e-01   6.66111993e-02  -3.18751287e-02  -3.09534217e-02
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 [  1.48137000e-02  -5.14358780e-01   6.07945033e-02  -1.01988067e-01
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   -3.00601573e-02   2.87974597e-02]
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   -1.78966137e-01  -2.18661304e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92597894e-01  -3.40725005e-01   9.14694906e-02   2.01710417e-01
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   -2.91971752e-01  -1.13577503e-01]
 [  8.26231643e-02  -2.47396080e-01  -2.96831391e-02   8.80144678e-02
   -6.38677502e-02  -8.24595500e-02   3.03406162e-01   1.58151484e-05
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 [  2.56967447e-02  -1.58755600e-01  -2.14866609e-01   1.27074197e-01
   -7.45876573e-02   8.44046523e-02  -2.05314651e-03  -2.13600405e-02
   -9.97318765e-02  -1.53082586e-02]
 [ -1.20345344e-01  -1.11778075e-01  -2.01086011e-01   1.57724953e-01
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    9.59642437e-02   7.34875426e-02]
 [  6.83901821e-02  -2.86565789e-02   8.79190122e-02   8.45304174e-02
   -5.42905619e-02  -1.70978128e-02   1.47486529e-01   1.19005839e-01
   -2.28300253e-02  -5.06907030e-02]
 [  7.26619041e-03  -1.87948913e-01  -2.96465580e-01  -6.33167258e-02
   -2.14794683e-02  -9.02949906e-02   5.05892930e-02   1.60881901e-01
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 [  6.06069557e-02  -6.98683990e-02  -1.10257870e-01   6.92441281e-02
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   -1.41054150e-01  -3.86960032e-02]
 [  2.28219423e-02   1.44488864e-02   1.29780111e-01   1.41179095e-01
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 [  2.65281754e-02  -3.88494012e-01  -1.90996518e-01  -1.46325170e-01
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 [ -3.11940534e-01  -1.86795075e-02   2.76016222e-02   2.25821292e-02
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 [  2.46666205e-01  -2.16366534e-01   7.82436129e-02   2.97493765e-02
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 [ -8.70263391e-02  -8.05948898e-02   1.27347256e-01   1.28322896e-01
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    1.90425165e-01   2.09647518e-02]
 [ -1.04847707e-01  -2.87426180e-01   1.54409880e-01  -4.40692633e-01
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   -8.67991370e-02   1.07660781e-01]]
[[ 0.61086023]
 [ 1.86403916]
 [ 0.20594813]
 [ 0.92015553]
 [-2.93719906]
 [-0.348643  ]
 [-1.91230077]
 [ 0.05433077]
 [ 0.66407832]
 [ 0.85142681]]
Progress: 70.3% ... Training loss: 0.246 ... Validation loss: 0.429[[  2.19317262e-01   4.88758429e-01  -8.27540129e-02   1.64804998e-01
   -2.57533631e-01  -9.29571277e-02  -1.43210917e-01   1.21457565e-01
    5.58256537e-03   3.06234984e-01]
 [  1.09270940e-02   1.13850222e-01  -1.99658376e-02   4.74360576e-02
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    1.45087329e-01  -2.55542942e-02]
 [  2.23599045e-01   6.38451945e-01   1.09967889e-02  -5.61131655e-02
    9.22759052e-01  -2.91338528e-02  -1.09991702e+00  -4.31151833e-02
    7.85769037e-02   3.23268069e-01]
 [  4.55367126e-02  -4.93590635e-01  -1.90195621e-01   2.51753895e-01
   -1.27108993e-01   1.36428627e-01   3.12452203e-01   6.31783020e-02
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 [ -5.08903629e-02   2.22783455e-02  -1.46446775e-01   4.74232878e-02
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   -1.91930826e-01  -7.12589382e-02]
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   -4.93844930e-02  -5.84401863e-02]
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   -1.78409289e-01  -2.18006796e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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   -2.18976071e-02  -4.95401808e-02]
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   -1.76777865e-01  -3.77389532e-01]
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 [  1.67644960e-02  -5.67256677e-01  -4.29818702e-02  -9.93923577e-02
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   -3.59707107e-01  -2.13353839e-01]
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 [  5.87484125e-02   1.05196972e-01   2.58689111e-01   2.57657796e-01
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   -1.83131278e-01   1.13717052e-01]
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   -9.78777075e-03  -7.89094564e-02]
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   -2.07634250e-02   1.73813984e-01]
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   -2.14164328e-02  -3.00509145e-02  -2.53174997e-01   1.48354607e-01
   -5.10764431e-02  -1.61515952e-02]
 [  5.22528385e-02   7.64160847e-02   1.95596166e-02   5.02020667e-02
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 [  6.69405970e-02   4.87465351e-01   1.30834281e-01   4.58396086e-01
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 [  2.24747579e-01   3.17545632e-01   2.40111510e-01   1.28685540e-01
   -6.20681961e-01   8.91299265e-02  -1.93818374e-01   1.60067771e-01
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 [ -8.19568333e-02   2.48219014e-01   2.37714254e-01   4.83224078e-03
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   -4.14537119e-02   3.92091145e-02]
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   -2.12264562e-01   2.82300218e-02]
 [  7.82751530e-03  -4.56963123e-01  -1.29124870e-01  -1.65825022e-01
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   -1.68171842e-01  -2.25096596e-01]
 [  2.72565846e-02  -3.87142164e-01  -1.90780419e-01  -1.45155021e-01
   -3.73613238e-01  -1.12111818e-03   2.89290599e-01  -1.67840779e-01
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 [ -8.69494056e-02  -2.05654660e-02   2.77461154e-01   4.94806058e-02
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   -7.23188471e-02  -1.20052422e-02]
 [ -3.11900824e-01  -1.88437372e-02   2.75996057e-02   2.25315967e-02
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   -4.52404581e-02   1.13956795e-01]
 [  1.68518348e-01  -2.77648530e-02  -2.21547710e-01  -2.70467789e-02
    8.79842850e-02  -3.16005204e-01   5.09581402e-02  -1.63496431e-01
    3.24323456e-02  -1.45918996e-01]
 [  2.46382805e-01  -2.17308990e-01   7.81443385e-02   2.93093115e-02
    8.11161925e-02  -5.89128898e-02   1.56937913e-02  -1.33103527e-01
    1.49983546e-01  -1.23329836e-01]
 [ -8.71278516e-02  -8.09500385e-02   1.27307614e-01   1.28101889e-01
    2.13014416e-02  -1.23256994e-01   1.98903854e-01  -7.80610507e-02
    1.90291711e-01   2.07765625e-02]
 [ -1.04375264e-01  -2.85722752e-01   1.54557880e-01  -4.40163919e-01
   -5.18875437e-01   1.69628729e-01   2.07543867e-01  -1.33839707e-01
   -8.62243878e-02   1.08349688e-01]]
[[ 0.61733858]
 [ 1.87093441]
 [ 0.21028118]
 [ 0.92445523]
 [-2.93254886]
 [-0.34454323]
 [-1.90759637]
 [ 0.05915972]
 [ 0.66816493]
 [ 0.85652039]]
Progress: 70.3% ... Training loss: 0.244 ... Validation loss: 0.426[[  2.18665540e-01   4.87587613e-01  -8.29233277e-02   1.64001273e-01
   -2.55440610e-01  -9.26380849e-02  -1.41104902e-01   1.21407474e-01
    4.93867241e-03   3.05351443e-01]
 [  1.14944460e-02   1.15518814e-01  -1.97799870e-02   4.82448810e-02
    6.24170484e-02  -6.98024004e-03   3.43289965e-01   4.04176567e-02
    1.45698439e-01  -2.47609165e-02]
 [  2.22440569e-01   6.35959391e-01   1.06417138e-02  -5.74307402e-02
    9.29005512e-01  -2.85466779e-02  -1.10015228e+00  -4.32129612e-02
    7.74822678e-02   3.21573970e-01]
 [  4.81592087e-02  -4.87596829e-01  -1.89221658e-01   2.55901773e-01
   -1.38289558e-01   1.34846413e-01   3.08669684e-01   6.34507559e-02
    1.34584907e-01   3.34447361e-01]
 [ -5.03582181e-02   2.42588080e-02  -1.46251430e-01   4.83783265e-02
   -1.14519131e-01  -1.81973786e-01   1.79906525e-01  -1.14656048e-01
   -1.91311101e-01  -7.05262958e-02]
 [ -4.01853744e-01  -6.77319758e-01  -3.06702551e-01   1.29671519e-01
   -3.60487051e-01   4.27103500e-02   4.00225352e-01  -4.26658809e-02
   -4.99425552e-02  -5.91109483e-02]
 [ -1.53421462e-02  -3.71193064e-01   6.01951958e-03   6.75107259e-02
   -1.42329573e-01  -6.82345913e-02   1.90142438e-01  -1.94752061e-01
    1.90630469e-01   4.49491779e-02]
 [  9.97062358e-02  -4.25583351e-01   2.42535403e-02  -9.55682838e-02
   -1.96395506e-01  -4.33128527e-02   1.01707951e-01   1.12422509e-01
    6.90786908e-02  -2.70823280e-02]
 [ -1.79284299e-01  -2.27425184e-01  -3.01295844e-01  -2.33371339e-02
   -2.00576969e-01   6.68095932e-02  -3.13014626e-02  -3.09801831e-02
    2.76428725e-01  -1.33429731e-01]
 [  1.36035252e-02  -5.17006164e-01   6.04103823e-02  -1.03828759e-01
   -4.90485641e-01  -9.66084657e-02   1.93280885e-01  -1.20799769e-01
   -3.13323826e-02   2.70726844e-02]
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   -2.82936854e-01  -1.68840468e-03   2.60719006e-01  -1.02044023e-01
    1.47030678e-02  -8.51758582e-02]
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   -1.78489182e-01  -2.18077697e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.93225667e-01  -3.42563455e-01   9.12159328e-02   2.00641578e-01
   -1.83920795e-01  -5.90520169e-02   1.15295112e-01  -2.62980729e-01
   -2.92782125e-01  -1.14544234e-01]
 [  8.32214690e-02  -2.46617656e-01  -2.94864241e-02   8.89119296e-02
   -6.46186739e-02  -8.27820430e-02   3.02959597e-01   7.25483334e-05
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 [  2.56696294e-02  -1.59249682e-01  -2.14880276e-01   1.27098970e-01
   -7.47946067e-02   8.44259751e-02  -1.30975634e-03  -2.13684122e-02
   -9.97679764e-02  -1.54138664e-02]
 [ -1.20269077e-01  -1.12625481e-01  -2.01059830e-01   1.57834786e-01
   -2.74868603e-02   1.33208348e-01  -6.34387905e-03  -2.51266657e-01
    7.37055347e-02  -1.89619074e-01]
 [ -5.21492234e-02  -8.73356651e-02   2.81440122e-01   1.22135179e-01
    2.59393454e-02  -7.03051791e-02  -1.03593043e-01   1.21241511e-01
    9.60549884e-02   7.36235625e-02]
 [  6.83046130e-02  -2.90679141e-02   8.79179396e-02   8.44762008e-02
   -5.40480624e-02  -1.71063998e-02   1.47124418e-01   1.19002190e-01
   -2.28403513e-02  -5.07310081e-02]
 [  7.96321171e-03  -1.85903549e-01  -2.96255012e-01  -6.22506540e-02
   -2.47918870e-02  -9.06330537e-02   4.74642056e-02   1.60939164e-01
    1.00527636e-01  -4.32154063e-02]
 [  6.09364115e-02  -6.86999933e-02  -1.10139616e-01   6.96497871e-02
   -2.69463328e-01   3.12664085e-01   2.91232156e-01   2.04866237e-01
   -1.40680375e-01  -3.82617508e-02]
 [  2.15646966e-02   1.12431672e-02   1.29365113e-01   1.39243085e-01
   -2.40910014e-02   9.67647770e-02  -7.33067781e-02  -4.05481479e-02
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 [  1.08692011e-01   7.50645553e-02  -4.43020789e-02  -1.03727170e-01
   -1.42837849e-01  -3.28960091e-01   1.38240971e-01   7.62464549e-03
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 [ -1.14184518e-01  -1.23243266e-01  -1.91657123e-02   9.42022392e-03
   -1.16382009e-01  -2.02022313e-01  -1.54272506e-04  -2.15015434e-02
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 [ -1.73350828e-01  -1.58711987e-01  -2.08269928e-01  -4.05817867e-02
   -3.46113639e-01   6.98225801e-03   9.92523780e-02  -2.73109890e-02
   -2.56200188e-02   1.84470478e-02]
 [ -2.65671627e-02  -1.93199165e-01  -7.38363220e-02  -1.19314762e-01
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   -1.76707663e-01  -3.77302755e-01]
 [ -1.75271603e-02  -5.14381151e-01  -3.22210614e-02  -7.52220635e-02
    6.56051738e-01   1.00329345e-01   6.16416848e-01   9.10427809e-02
    2.84298760e-02  -3.92674934e-01]
 [  1.65015190e-02  -5.67948789e-01  -4.30742146e-02  -9.97890011e-02
    6.55471420e-01   1.94376500e-02   5.78651430e-01   4.87589471e-02
   -3.59999330e-01  -2.13710637e-01]
 [ -1.77896696e-01  -6.92840343e-01  -1.22641335e-02  -2.08687655e-01
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   -7.20146175e-02   8.70271539e-02]
 [ -3.06487924e-01  -5.29874313e-01   5.35322072e-02  -5.13810010e-02
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   -9.12701264e-02  -1.36200439e-01]
 [ -2.19337586e-01  -3.95982764e-01   2.47592985e-01  -2.55353682e-01
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   -2.67724075e-01  -3.59800874e-02]
 [ -1.52400980e-01  -2.81917742e-01  -1.88879663e-01  -1.29729535e-01
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   -3.15016886e-02  -1.42353444e-01]
 [  8.04123610e-02   2.54750764e-01   1.52732068e-01  -1.31699635e-01
   -1.12403749e-01   6.44591856e-02  -1.39204208e-01   2.78381495e-01
    3.99581788e-02   1.46897992e-01]
 [  3.72390138e-01   3.98286872e-01  -7.37729630e-02   3.13688172e-01
   -8.88263577e-01  -2.90634995e-01  -5.29766376e-01   1.78316391e-01
    4.10636781e-01   8.33044918e-03]
 [  5.86169920e-02   1.04568734e-01   2.58644278e-01   2.57472059e-01
   -2.32583241e-02  -2.02746843e-01  -1.84253689e-01  -1.32276133e-01
   -1.26457564e-01  -2.77884569e-01]
 [  1.89995418e-02  -1.21920491e-01  -1.22943378e-01  -6.60473407e-02
    2.34303302e-01   4.02748551e-02  -7.96218233e-03  -1.86406716e-01
    2.46091701e-02   1.96951372e-01]
 [  9.99524675e-03  -4.46418701e-02  -6.61442089e-02  -4.57315551e-02
   -5.60180478e-03  -1.84796043e-01   4.07455062e-02   1.00499361e-02
    4.09261003e-02   8.24874193e-03]
 [  3.58477804e-02   1.23430952e-01   2.45575305e-01   7.88830801e-02
   -1.97226880e-01  -1.42073467e-01   4.84862786e-02   3.93493263e-02
   -1.83160103e-01   1.13684336e-01]
 [  8.38111730e-02   8.31600455e-02   1.09509022e-01   1.30477056e-02
   -2.22036370e-01   6.12839398e-02  -1.18274755e-02  -2.71298632e-01
   -1.00872516e-02  -7.92956825e-02]
 [ -4.39889321e-03   1.41321534e-01   8.55218087e-02  -3.44100825e-02
   -5.44418396e-02   1.76004396e-01   3.56082885e-02   1.17879012e-01
   -2.02255831e-02   1.74449059e-01]
 [  2.31102843e-01   1.24533652e-01   3.02264816e-02   8.24344637e-02
   -2.10595263e-02  -2.99827792e-02  -2.53014384e-01   1.48343163e-01
   -5.12093997e-02  -1.63146828e-02]
 [  5.24104123e-02   7.67117714e-02   1.96119617e-02   5.04276453e-02
   -4.75688351e-01  -1.27139788e-01  -2.65168764e-01   4.12555918e-02
    1.23775153e-01   2.01308977e-01]
 [  6.65038330e-02   4.86200531e-01   1.30675196e-01   4.57681943e-01
   -1.49321164e+00  -2.98778108e-01  -5.18397521e-01  -7.01148352e-02
    3.11516523e-01   3.53702069e-01]
 [  1.68812885e-01   4.71969241e-01   6.68807755e-02   4.29239968e-01
   -1.27156827e+00  -7.57365913e-02  -3.85010100e-01   1.50218470e-01
    2.14940066e-01   4.64466342e-01]
 [  2.24517722e-01   3.17256481e-01   2.40036939e-01   1.28395153e-01
   -6.20414543e-01   8.92544406e-02  -1.93409044e-01   1.60046063e-01
    2.25359141e-01   5.93013219e-02]
 [ -8.20475551e-02   2.47918312e-01   2.37681652e-01   4.69822709e-03
   -1.16318703e-01   1.35145976e-01  -1.06760521e-01  -1.62903766e-02
   -4.15667278e-02   3.90756937e-02]
 [ -1.09056863e-01   9.59982071e-03   2.04070487e-02   7.86299694e-02
   -7.61195540e-02   1.20365507e-01   2.26397590e-01   1.85004303e-02
   -2.84739999e-01  -1.03899491e-01]
 [ -2.26884149e-01  -6.64437634e-02  -9.60344793e-02  -3.50230958e-01
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   -2.11469254e-01   2.91841232e-02]
 [  7.63720343e-03  -4.57648415e-01  -1.29185305e-01  -1.66107765e-01
    3.64094969e-01   2.55109065e-02   2.07469439e-01   1.51769402e-01
   -1.68380600e-01  -2.25373743e-01]
 [  2.63885898e-02  -3.89515310e-01  -1.91055203e-01  -1.46407363e-01
   -3.71322849e-01  -6.34660127e-04   2.91196495e-01  -1.67930273e-01
    3.38672415e-02  -2.86406346e-01]
 [ -8.76347074e-02  -2.29155387e-02   2.77248293e-01   4.84025193e-02
    1.62102284e-01   6.00630585e-02   5.81511808e-02  -2.93547015e-01
   -7.31428754e-02  -1.29948204e-02]
 [ -3.11852960e-01  -1.88294411e-02   2.76067779e-02   2.26038914e-02
    1.50371396e-01  -1.94797844e-01  -1.62439965e-03   2.36194273e-01
   -4.52394517e-02   1.14012863e-01]
 [  1.69144977e-01  -2.59159664e-02  -2.21344874e-01  -2.61047625e-02
    8.47059447e-02  -3.16342856e-01   4.92513934e-02  -1.63431688e-01
    3.31432455e-02  -1.45065643e-01]
 [  2.46323788e-01  -2.17719077e-01   7.81191011e-02   2.91574829e-02
    8.09541642e-02  -5.88827340e-02   1.60511439e-02  -1.33109845e-01
    1.49908528e-01  -1.23470972e-01]
 [ -8.70269375e-02  -8.08374562e-02   1.27352219e-01   1.28254729e-01
    2.02231282e-02  -1.23326053e-01   1.98744191e-01  -7.80493947e-02
    1.90403161e-01   2.08874086e-02]
 [ -1.05532097e-01  -2.88339978e-01   1.54149620e-01  -4.41801618e-01
   -5.14288506e-01   1.70286392e-01   2.09837685e-01  -1.33953511e-01
   -8.75292220e-02   1.06727045e-01]]
[[ 0.61011928]
 [ 1.86464994]
 [ 0.20200319]
 [ 0.91808204]
 [-2.93587946]
 [-0.35077644]
 [-1.91306172]
 [ 0.05397566]
 [ 0.66124128]
 [ 0.8498895 ]]
Progress: 70.4% ... Training loss: 0.246 ... Validation loss: 0.428[[  2.18485267e-01   4.87179713e-01  -8.29121179e-02   1.63819483e-01
   -2.55062860e-01  -9.26594709e-02  -1.39572101e-01   1.21409592e-01
    4.90113894e-03   3.05519785e-01]
 [  1.14666175e-02   1.15479972e-01  -1.97900109e-02   4.82014917e-02
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    1.45664457e-01  -2.48042860e-02]
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[[ 0.61514398]
 [ 1.86661255]
 [ 0.2051463 ]
 [ 0.92213891]
 [-2.9304136 ]
 [-0.34602467]
 [-1.90828776]
 [ 0.05943192]
 [ 0.66596233]
 [ 0.85499595]]
Progress: 70.5% ... Training loss: 0.244 ... Validation loss: 0.429[[  2.14829333e-01   4.77400388e-01  -8.41637174e-02   1.57917760e-01
   -2.37888405e-01  -9.04935323e-02  -1.29385758e-01   1.21033241e-01
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 [  2.20115283e-01   6.27634269e-01   9.88262107e-03  -6.14137208e-02
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    7.50945553e-02   3.18728533e-01]
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   -1.42707506e-01   1.34304366e-01   3.06225726e-01   6.35266697e-02
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   -5.08562062e-02  -6.03740428e-02]
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   -1.77042271e-01  -2.16231003e-01]
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   -1.00932295e-01  -1.68832540e-02]
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   -2.27706031e-02  -5.06707671e-02]
 [  8.10320992e-03  -1.85467437e-01  -2.96209764e-01  -6.21947132e-02
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 [ -8.70796547e-02  -8.17392031e-02   1.27325058e-01   1.28062572e-01
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 [ -1.05526553e-01  -2.88066080e-01   1.54167121e-01  -4.41972263e-01
   -5.16172964e-01   1.70258110e-01   2.10407083e-01  -1.33957430e-01
   -8.74887086e-02   1.06866451e-01]]
[[ 0.5939464 ]
 [ 1.85240921]
 [ 0.18774769]
 [ 0.90477578]
 [-2.94529123]
 [-0.36324708]
 [-1.92314743]
 [ 0.04343505]
 [ 0.64538583]
 [ 0.83462988]]
Progress: 70.5% ... Training loss: 0.264 ... Validation loss: 0.444[[  2.17622407e-01   4.85763241e-01  -8.32409739e-02   1.62106224e-01
   -2.49579258e-01  -9.21670921e-02  -1.37157991e-01   1.21237652e-01
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    1.47038037e-01  -2.30882471e-02]
 [  2.24210440e-01   6.39269005e-01   1.12203333e-02  -5.52524519e-02
    9.23246925e-01  -2.97170352e-02  -1.10458109e+00  -4.31464997e-02
    7.98430684e-02   3.24574217e-01]
 [  4.83432097e-02  -4.90407695e-01  -1.89233920e-01   2.56721151e-01
   -1.40430913e-01   1.34888876e-01   3.09644187e-01   6.34544296e-02
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 [ -4.81019015e-02   2.96909103e-02  -1.45543162e-01   5.14272008e-02
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   -1.88990399e-01  -6.78506956e-02]
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   -5.10343476e-02  -6.06146110e-02]
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   -1.75644242e-01  -2.14428999e-01]
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 [  6.95080266e-02  -2.64115747e-02   8.83048527e-02   8.61531203e-02
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   -2.15395616e-02  -4.91253350e-02]
 [  9.24244531e-03  -1.82852919e-01  -2.95812259e-01  -6.04883787e-02
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   -1.76136391e-01  -3.76599137e-01]
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 [  1.70098623e-02  -5.67659579e-01  -4.29227558e-02  -9.90640982e-02
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   -3.59424456e-01  -2.13007872e-01]
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 [  3.73130570e-01   4.01136588e-01  -7.34748216e-02   3.14947804e-01
   -8.91100236e-01  -2.91112900e-01  -5.32117859e-01   1.78383659e-01
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 [  5.82904391e-02   1.03130922e-01   2.58544691e-01   2.56866162e-01
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 [  1.87597300e-02  -1.22496773e-01  -1.23004066e-01  -6.64248480e-02
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   -5.83951271e-03  -1.84809764e-01   4.07151394e-02   1.00499036e-02
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   -2.01145897e-01  -1.42591082e-01   4.64451219e-02   3.94032504e-02
   -1.82166900e-01   1.14790758e-01]
 [  8.47622631e-02   8.55187859e-02   1.09851405e-01   1.44182686e-02
   -2.24226806e-01   6.06378661e-02  -1.39287849e-02  -2.71229088e-01
   -8.94341111e-03  -7.80206945e-02]
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   -5.01345601e-02   1.76572546e-01   3.76153290e-02   1.17772165e-01
   -2.13289663e-02   1.73063851e-01]
 [  2.31463274e-01   1.24998544e-01   3.03461387e-02   8.28221496e-02
   -2.24804365e-02  -3.02418146e-02  -2.53593111e-01   1.48362140e-01
   -5.08111823e-02  -1.57806025e-02]
 [  5.22655975e-02   7.64775165e-02   1.95538123e-02   5.01454381e-02
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 [  2.23831217e-01   3.15799810e-01   2.39780303e-01   1.27240454e-01
   -6.18357969e-01   8.96940316e-02  -1.91541363e-01   1.59977281e-01
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   -4.09765948e-02   3.98221041e-02]
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   -2.84254576e-01  -1.03328417e-01]
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   -2.11155075e-01   2.95646115e-02]
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   -1.68398328e-01  -2.25405146e-01]
 [  2.40436339e-02  -3.96743554e-01  -1.91870499e-01  -1.50275869e-01
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 [ -8.79368472e-02  -2.42310328e-02   2.77143733e-01   4.80889504e-02
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   -7.34458108e-02  -1.33634115e-02]
 [ -3.09356587e-01  -1.21931389e-02   2.84263694e-02   2.63117187e-02
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   -4.25027491e-02   1.17333165e-01]
 [  1.69709337e-01  -2.60481756e-02  -2.21113817e-01  -2.50772128e-02
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    3.40587698e-02  -1.43978045e-01]
 [  2.45947262e-01  -2.19311526e-01   7.79988201e-02   2.86763560e-02
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    1.49478293e-01  -1.23853315e-01]
 [ -8.61222632e-02  -7.91109274e-02   1.27626938e-01   1.29461368e-01
    1.74944389e-02  -1.23864334e-01   1.96530317e-01  -7.79987288e-02
    1.91310420e-01   2.23366874e-02]
 [ -1.03431199e-01  -2.82170210e-01   1.54836394e-01  -4.39065921e-01
   -5.25097962e-01   1.69001760e-01   2.04442147e-01  -1.33809284e-01
   -8.51784977e-02   1.09578659e-01]]
[[ 0.6196457 ]
 [ 1.87206067]
 [ 0.21459894]
 [ 0.92721718]
 [-2.91904312]
 [-0.34130223]
 [-1.89826255]
 [ 0.06502912]
 [ 0.67104372]
 [ 0.8607761 ]]
Progress: 70.5% ... Training loss: 0.245 ... Validation loss: 0.428[[  2.16293355e-01   4.82934412e-01  -8.36909583e-02   1.60031981e-01
   -2.43833512e-01  -9.14143785e-02  -1.32577267e-01   1.21096226e-01
    2.59718049e-03   3.02808598e-01]
 [  1.24839856e-02   1.18156251e-01  -1.93888220e-02   4.99419391e-02
    5.73699350e-02  -7.65930953e-03   3.41063240e-01   4.04993158e-02
    1.46917510e-01  -2.32656586e-02]
 [  2.24269693e-01   6.39467561e-01   1.13303665e-02  -5.52213851e-02
    9.27333750e-01  -2.98183372e-02  -1.10576307e+00  -4.31189680e-02
    8.00230368e-02   3.25083919e-01]
 [  4.72913706e-02  -4.92007519e-01  -1.89730717e-01   2.54924900e-01
   -1.38656306e-01   1.35660709e-01   3.11984854e-01   6.32956605e-02
    1.33806963e-01   3.32721254e-01]
 [ -4.75211121e-02   3.09731277e-02  -1.45242930e-01   5.27256953e-02
   -1.26405953e-01  -1.83919485e-01   1.74901730e-01  -1.14366040e-01
   -1.88202500e-01  -6.68856982e-02]
 [ -4.02501315e-01  -6.80193367e-01  -3.06907330e-01   1.28619103e-01
   -3.61361191e-01   4.30281387e-02   4.03705466e-01  -4.27172082e-02
   -5.05562517e-02  -6.01226228e-02]
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   -1.53913461e-01  -6.95594437e-02   1.84279057e-01  -1.94646245e-01
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 [  1.00110355e-01  -4.24644816e-01   2.43478458e-02  -9.54424039e-02
   -1.98419972e-01  -4.36628107e-02   1.01256129e-01   1.12377393e-01
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   -1.97817159e-01   6.71544567e-02  -2.84265340e-02  -3.10920970e-02
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 [  1.31630315e-02  -5.16845058e-01   6.02442439e-02  -1.05095347e-01
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   -3.15669632e-02   2.69366940e-02]
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   -1.75195734e-01  -2.13911237e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.93502286e-01  -3.43057879e-01   9.11376093e-02   2.00244899e-01
   -1.84168161e-01  -5.89551633e-02   1.15845380e-01  -2.63016175e-01
   -2.93043593e-01  -1.14955962e-01]
 [  8.43175849e-02  -2.44613527e-01  -2.91129146e-02   9.05194630e-02
   -6.77131487e-02  -8.34030685e-02   3.01460801e-01   1.83450746e-04
    7.56162221e-03  -2.34530592e-02]
 [  2.38675571e-02  -1.64329799e-01  -2.15486992e-01   1.24377029e-01
   -7.09342873e-02   8.54394030e-02   3.60761748e-03  -2.15342449e-02
   -1.01649761e-01  -1.77444695e-02]
 [ -1.19528321e-01  -1.11147502e-01  -2.00856823e-01   1.58927270e-01
   -3.06582112e-02   1.32684324e-01  -8.16197882e-03  -2.51232364e-01
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 [ -5.13835123e-02  -8.61239225e-02   2.81680431e-01   1.23307064e-01
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    9.68991395e-02   7.49497699e-02]
 [  6.99992620e-02  -2.48533976e-02   8.84717150e-02   8.69078427e-02
   -6.13412628e-02  -1.80765355e-02   1.42696449e-01   1.19133466e-01
   -2.10004945e-02  -4.84628816e-02]
 [  8.87259802e-03  -1.83913900e-01  -2.95927726e-01  -6.09727314e-02
   -2.94936107e-02  -9.12193793e-02   4.48713516e-02   1.61000003e-01
    1.01621182e-01  -4.16847008e-02]
 [  6.06150014e-02  -6.89701307e-02  -1.10186706e-01   6.91462058e-02
   -2.69188489e-01   3.12771663e-01   2.92240338e-01   2.04847845e-01
   -1.40945831e-01  -3.84993151e-02]
 [  1.94671092e-02   5.07196948e-03   1.28589205e-01   1.35889139e-01
   -1.43237421e-02   9.79656075e-02  -6.68833155e-02  -4.08029803e-02
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 [  1.08949022e-01   7.50986825e-02  -4.41949406e-02  -1.03344308e-01
   -1.43713446e-01  -3.29151694e-01   1.38322760e-01   7.64126629e-03
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   -1.16651166e-01  -2.01863445e-01  -6.82159905e-05  -2.15460386e-02
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   -3.48413261e-01   6.84675148e-03   9.89997852e-02  -2.72863247e-02
   -2.53815523e-02   1.86775610e-02]
 [ -2.57667804e-02  -1.91966818e-01  -7.35700073e-02  -1.18093860e-01
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   -1.75856061e-01  -3.76299822e-01]
 [ -1.76472951e-02  -5.15574665e-01  -3.22737999e-02  -7.54087101e-02
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    2.82995253e-02  -3.92869432e-01]
 [  1.68282727e-02  -5.68424446e-01  -4.29828237e-02  -9.93209861e-02
    6.54153880e-01   1.92292393e-02   5.78653429e-01   4.87812378e-02
   -3.59607613e-01  -2.13210299e-01]
 [ -1.77495270e-01  -6.92410943e-01  -1.21459698e-02  -2.08069794e-01
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   -7.15780199e-02   8.76375919e-02]
 [ -3.05945887e-01  -5.29432059e-01   5.37309865e-02  -5.04623219e-02
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   -9.06422475e-02  -1.35301292e-01]
 [ -2.19177242e-01  -3.96029984e-01   2.47634782e-01  -2.55114717e-01
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   -2.67553244e-01  -3.56885170e-02]
 [ -1.52908467e-01  -2.82844858e-01  -1.89062378e-01  -1.30531592e-01
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   -3.20860967e-02  -1.43095399e-01]
 [  8.01333721e-02   2.54947992e-01   1.52651877e-01  -1.32028462e-01
   -1.12892514e-01   6.45782682e-02  -1.38573063e-01   2.78349685e-01
    3.97619659e-02   1.46605281e-01]
 [  3.72434886e-01   3.99809575e-01  -7.37163470e-02   3.13942937e-01
   -8.90331113e-01  -2.90721702e-01  -5.30576692e-01   1.78307486e-01
    4.11035463e-01   8.51568872e-03]
 [  5.81694167e-02   1.02717088e-01   2.58495588e-01   2.56640267e-01
   -2.04437913e-02  -2.02491963e-01  -1.82342304e-01  -1.32322163e-01
   -1.26941342e-01  -2.78408394e-01]
 [  1.87260608e-02  -1.22627932e-01  -1.23017801e-01  -6.64788544e-02
    2.35040492e-01   4.03951778e-02  -7.16119863e-03  -1.86435721e-01
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 [  9.75821645e-03  -4.49524397e-02  -6.62135005e-02  -4.60964107e-02
   -5.09626141e-03  -1.84691797e-01   4.12208774e-02   1.00269552e-02
    4.06808353e-02   7.96277498e-03]
 [  3.66778445e-02   1.25791265e-01   2.45849861e-01   8.01955215e-02
   -2.01144018e-01  -1.42609262e-01   4.64527342e-02   3.94062683e-02
   -1.82136787e-01   1.14831383e-01]
 [  8.43307881e-02   8.39373086e-02   1.09674839e-01   1.36803401e-02
   -2.21168168e-01   6.09180253e-02  -1.27538749e-02  -2.71281584e-01
   -9.44963369e-03  -7.87125820e-02]
 [ -5.30222371e-03   1.38623113e-01   8.51998980e-02  -3.59095063e-02
   -5.04221755e-02   1.76536693e-01   3.74342693e-02   1.17779156e-01
   -2.12580855e-02   1.73156338e-01]
 [  2.31383974e-01   1.24824424e-01   3.03215339e-02   8.26841941e-02
   -2.27166165e-02  -3.02327095e-02  -2.53477289e-01   1.48354364e-01
   -5.09020141e-02  -1.58614317e-02]
 [  5.25880525e-02   7.73509753e-02   1.96700537e-02   5.06021814e-02
   -4.76134960e-01  -1.27226817e-01  -2.65495992e-01   4.12708484e-02
    1.23982164e-01   2.01564530e-01]
 [  6.47269377e-02   4.81746477e-01   1.30113416e-01   4.54969352e-01
   -1.48813698e+00  -2.97760955e-01  -5.14763037e-01  -7.02576348e-02
    3.09635079e-01   3.51331596e-01]
 [  1.69172224e-01   4.73071546e-01   6.69781915e-02   4.29640804e-01
   -1.27368748e+00  -7.58726629e-02  -3.86506025e-01   1.50248721e-01
    2.15272243e-01   4.65084980e-01]
 [  2.24065413e-01   3.16792991e-01   2.39903306e-01   1.27830403e-01
   -6.21027372e-01   8.95108780e-02  -1.91963585e-01   1.60013350e-01
    2.24926258e-01   5.86886248e-02]
 [ -8.12301778e-02   2.50609325e-01   2.37940381e-01   5.97641940e-03
   -1.20372163e-01   1.34662464e-01  -1.09037855e-01  -1.62240628e-02
   -4.06543386e-02   4.02230843e-02]
 [ -1.08708801e-01   1.06561917e-02   2.05093980e-02   7.91256430e-02
   -7.80813969e-02   1.20144780e-01   2.25274307e-01   1.85219310e-02
   -2.84326216e-01  -1.03414292e-01]
 [ -2.26894875e-01  -6.68461680e-02  -9.60475827e-02  -3.50285445e-01
    1.94702695e-01   1.20261042e-01   1.25218951e-01   1.02519231e-01
   -2.11479418e-01   2.91705681e-02]
 [  7.86833195e-03  -4.57432352e-01  -1.29123630e-01  -1.65780331e-01
    3.62791505e-01   2.53872148e-02   2.06968527e-01   1.51788000e-01
   -1.68148072e-01  -2.25095490e-01]
 [  2.32892825e-02  -3.98189579e-01  -1.92140734e-01  -1.51429624e-01
   -3.63125158e-01   1.11980546e-03   2.99920669e-01  -1.68248103e-01
    3.07372866e-02  -2.90619493e-01]
 [ -8.82717782e-02  -2.46751587e-02   2.77065104e-01   4.76119097e-02
    1.65299715e-01   6.02988795e-02   5.99004173e-02  -2.93621438e-01
   -7.37771682e-02  -1.38380762e-02]
 [ -3.09121045e-01  -1.14774018e-02   2.85178376e-02   2.67006890e-02
    1.40715415e-01  -1.96410328e-01  -9.76762068e-03   2.36432165e-01
   -4.22255119e-02   1.17727691e-01]
 [  1.69403748e-01  -2.71312078e-02  -2.21228155e-01  -2.55386996e-02
    8.26474720e-02  -3.16593069e-01   5.09945534e-02  -1.63414693e-01
    3.37394706e-02  -1.44420768e-01]
 [  2.45931813e-01  -2.19901937e-01   7.79933446e-02   2.86503844e-02
    8.28626816e-02  -5.87617775e-02   1.72883425e-02  -1.33164801e-01
    1.49482601e-01  -1.23830214e-01]
 [ -8.70961000e-02  -8.12994364e-02   1.27290397e-01   1.28096961e-01
    1.98179317e-02  -1.23328437e-01   1.98720907e-01  -7.81031693e-02
    1.90331991e-01   2.10062085e-02]
 [ -1.03493176e-01  -2.81972346e-01   1.54826411e-01  -4.39173020e-01
   -5.27195180e-01   1.69028072e-01   2.04590260e-01  -1.33809957e-01
   -8.51955127e-02   1.09507852e-01]]
[[ 0.61169849]
 [ 1.86849418]
 [ 0.20779909]
 [ 0.91926408]
 [-2.92413441]
 [-0.34753156]
 [-1.90757308]
 [ 0.05908119]
 [ 0.66167053]
 [ 0.8526758 ]]
Progress: 70.6% ... Training loss: 0.244 ... Validation loss: 0.427[[  2.18108507e-01   4.87473709e-01  -8.31199803e-02   1.62547918e-01
   -2.46829172e-01  -9.22184558e-02  -1.37574182e-01   1.21257413e-01
    4.35939303e-03   3.05104139e-01]
 [  1.24839856e-02   1.18156251e-01  -1.93888220e-02   4.99419391e-02
    5.73699350e-02  -7.65930953e-03   3.41063240e-01   4.04993158e-02
    1.46917510e-01  -2.32656586e-02]
 [  2.24040109e-01   6.39579995e-01   1.11952098e-02  -5.57184018e-02
    9.27062080e-01  -2.95264030e-02  -1.10644226e+00  -4.31691019e-02
    7.96640971e-02   3.24821422e-01]
 [  4.75188378e-02  -4.92968128e-01  -1.89672425e-01   2.55446893e-01
   -1.42112842e-01   1.35340866e-01   3.11824640e-01   6.33237202e-02
    1.34198428e-01   3.33229195e-01]
 [ -4.44391977e-02   4.14072408e-02  -1.44118829e-01   5.75955462e-02
   -1.34332815e-01  -1.85460031e-01   1.66646273e-01  -1.14063118e-01
   -1.84915545e-01  -6.24333479e-02]
 [ -4.00878850e-01  -6.76153943e-01  -3.06385555e-01   1.30905819e-01
   -3.65531525e-01   4.22139563e-02   3.99790285e-01  -4.25665861e-02
   -4.89791631e-02  -5.81012159e-02]
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   -1.98704889e-01  -4.36053425e-02   1.01305109e-01   1.12362148e-01
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 [ -1.78347194e-01  -2.25684863e-01  -3.00935915e-01  -2.19967108e-02
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    2.77854738e-01  -1.32115147e-01]
 [  1.63355342e-02  -5.09349504e-01   6.13076195e-02  -1.00571811e-01
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   -2.82332393e-02   3.12267769e-02]
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   -1.74908504e-01  -2.13599832e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.93367029e-01  -3.42522389e-01   9.11759253e-02   2.00362280e-01
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   -2.92995779e-01  -1.14872300e-01]
 [  8.47657271e-02  -2.43381034e-01  -2.89562079e-02   9.12145550e-02
   -6.85439967e-02  -8.36307665e-02   3.00649219e-01   2.26838495e-04
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 [  2.51087015e-02  -1.61230023e-01  -2.15075584e-01   1.26174085e-01
   -7.38973091e-02   8.47912124e-02   2.62475146e-04  -2.14133217e-02
   -1.00271646e-01  -1.60634351e-02]
 [ -1.19875432e-01  -1.12531249e-01  -2.00977239e-01   1.58377685e-01
   -3.02335992e-02   1.32886462e-01  -7.10069391e-03  -2.51265465e-01
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 [ -5.09332013e-02  -8.49222274e-02   2.81837908e-01   1.23971182e-01
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 [  7.04326904e-02  -2.39616316e-02   8.86284308e-02   8.76363703e-02
   -6.31324334e-02  -1.83001492e-02   1.41968179e-01   1.19178921e-01
   -2.04802896e-02  -4.78030213e-02]
 [  9.18975434e-03  -1.83105125e-01  -2.95827569e-01  -6.04514076e-02
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   -1.75522235e-01  -3.75801172e-01]
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 [  1.70517471e-02  -5.68131047e-01  -4.29077626e-02  -9.89838163e-02
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   -3.59366133e-01  -2.12912583e-01]
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   -7.12113811e-02   8.80727924e-02]
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   -9.04747749e-02  -1.35081360e-01]
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   -2.67510246e-01  -3.56384608e-02]
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   -3.21286914e-02  -1.43199783e-01]
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   -1.14928209e-01   6.44060302e-02  -1.39618140e-01   2.78379538e-01
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 [  3.73191072e-01   4.01879629e-01  -7.34482694e-02   3.15079946e-01
   -8.91874025e-01  -2.91116457e-01  -5.32781139e-01   1.78384796e-01
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 [  5.84271544e-02   1.03247480e-01   2.58589959e-01   2.57015029e-01
   -2.10593931e-02  -2.02639065e-01  -1.82883390e-01  -1.32297077e-01
   -1.26661615e-01  -2.78091381e-01]
 [  1.86304152e-02  -1.22748916e-01  -1.23047455e-01  -6.66212010e-02
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 [  9.85176646e-03  -4.47213551e-02  -6.61944387e-02  -4.59766561e-02
   -5.13884188e-03  -1.84732599e-01   4.09876471e-02   1.00343648e-02
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 [  3.70642580e-02   1.26382185e-01   2.45969606e-01   8.06552314e-02
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   -1.81833651e-01   1.15314782e-01]
 [  8.42648395e-02   8.38229657e-02   1.09653574e-01   1.35763090e-02
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   -9.52799725e-03  -7.88132024e-02]
 [ -5.41203391e-03   1.38307476e-01   8.51586150e-02  -3.61910505e-02
   -4.86402089e-02   1.76601731e-01   3.73420082e-02   1.17764324e-01
   -2.13933040e-02   1.72941978e-01]
 [  2.31614855e-01   1.25626225e-01   3.04003822e-02   8.30131992e-02
   -2.33392456e-02  -3.03549409e-02  -2.54244618e-01   1.48375181e-01
   -5.07097805e-02  -1.55666018e-02]
 [  5.26355586e-02   7.74529884e-02   1.96862663e-02   5.06729484e-02
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 [  6.55578688e-02   4.83961395e-01   1.30408925e-01   4.56375315e-01
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 [  2.24129767e-01   3.17146769e-01   2.39914423e-01   1.27908783e-01
   -6.21998622e-01   8.94848085e-02  -1.92196938e-01   1.60018267e-01
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 [ -8.12804955e-02   2.50525489e-01   2.37916625e-01   5.88492936e-03
   -1.20300765e-01   1.34700621e-01  -1.08841428e-01  -1.62306604e-02
   -4.07312363e-02   4.01369013e-02]
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   -2.84230794e-01  -1.03291973e-01]
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   -2.11210742e-01   2.95135822e-02]
 [  7.82101645e-03  -4.57697521e-01  -1.29141146e-01  -1.65854350e-01
    3.63026512e-01   2.54113354e-02   2.07127362e-01   1.51783291e-01
   -1.68209849e-01  -2.25129249e-01]
 [  2.39156443e-02  -3.97565431e-01  -1.91980560e-01  -1.50531720e-01
   -3.65356333e-01   8.19619513e-04   2.98675605e-01  -1.68189455e-01
    3.13109987e-02  -2.89797142e-01]
 [ -8.77587363e-02  -2.33216814e-02   2.77256026e-01   4.83214856e-02
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   -7.32195099e-02  -1.31295276e-02]
 [ -3.09196319e-01  -1.13789906e-02   2.84698541e-02   2.65216301e-02
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   -4.23966241e-02   1.17459160e-01]
 [  1.70112750e-01  -2.56219251e-02  -2.20999163e-01  -2.45863493e-02
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    3.44744503e-02  -1.43516755e-01]
 [  2.47132751e-01  -2.16620909e-01   7.83923803e-02   3.04147268e-02
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 [ -8.71423668e-02  -8.15293544e-02   1.27281848e-01   1.28093082e-01
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    1.90293929e-01   2.09626850e-02]
 [ -1.02197201e-01  -2.78925829e-01   1.55289451e-01  -4.37291624e-01
   -5.32235868e-01   1.68350825e-01   2.01324626e-01  -1.33683800e-01
   -8.38754816e-02   1.11300306e-01]]
[[ 0.62522132]
 [ 1.87677343]
 [ 0.21950879]
 [ 0.93374568]
 [-2.91830792]
 [-0.33631148]
 [-1.88925842]
 [ 0.07104519]
 [ 0.67588703]
 [ 0.86635664]]
Progress: 70.7% ... Training loss: 0.248 ... Validation loss: 0.429[[  2.15796754e-01   4.81176208e-01  -8.39579594e-02   1.58963592e-01
   -2.33695095e-01  -9.08726281e-02  -1.31144888e-01   1.20974516e-01
    1.65452772e-03   3.01990230e-01]
 [  1.30471475e-02   1.19871942e-01  -1.91716830e-02   5.08418388e-02
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    1.47537328e-01  -2.24380552e-02]
 [  2.20564727e-01   6.30336141e-01   9.94612418e-03  -6.10629923e-02
    9.41471228e-01  -2.76613662e-02  -1.09977626e+00  -4.35758295e-02
    7.60156158e-02   3.20474505e-01]
 [  4.68356661e-02  -4.95092215e-01  -1.89935720e-01   2.55117844e-01
   -1.43622149e-01   1.35820452e-01   3.15028433e-01   6.32430571e-02
    1.34116402e-01   3.33094132e-01]
 [ -4.23013920e-02   4.63667180e-02  -1.43354591e-01   6.05416525e-02
   -1.41122992e-01  -1.86705463e-01   1.60704329e-01  -1.13823259e-01
   -1.83107395e-01  -5.99387890e-02]
 [ -4.01850823e-01  -6.78603122e-01  -3.06737130e-01   1.29496547e-01
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   -5.01631270e-02  -5.96239022e-02]
 [ -1.33692508e-02  -3.68109031e-01   6.65857326e-03   7.04177905e-02
   -1.52116626e-01  -6.94674611e-02   1.83937671e-01  -1.94665604e-01
    1.92769260e-01   4.83217029e-02]
 [  9.90638853e-02  -4.28296916e-01   2.38927770e-02  -9.72817409e-02
   -1.92689665e-01  -4.29599506e-02   1.03722061e-01   1.12233037e-01
    6.82818019e-02  -2.78865684e-02]
 [ -1.78434437e-01  -2.25924153e-01  -3.00953711e-01  -2.20223956e-02
   -2.03053732e-01   6.61918079e-02  -3.28067061e-02  -3.09271405e-02
    2.78108318e-01  -1.31930538e-01]
 [  1.41094101e-02  -5.16081953e-01   6.04959319e-02  -1.04396726e-01
   -4.88839550e-01  -9.69962489e-02   1.91256024e-01  -1.20968872e-01
   -3.09670571e-02   2.81033889e-02]
 [ -7.02562244e-02  -2.32784097e-01   1.02528273e-02  -1.15053761e-01
   -2.79840127e-01  -8.45415315e-04   2.65766812e-01  -1.02220139e-01
    1.36016744e-02  -8.70626146e-02]
 [ -1.40699095e-01  -3.51428853e-01  -7.35137844e-02   2.24920612e-02
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   -1.74952190e-01  -2.13667122e-01]
 [ -1.60901394e-01  -2.28993198e-05   6.02494447e-02   1.63350469e-02
   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
 [ -2.92963539e-01  -3.41843595e-01   9.13182091e-02   2.00975258e-01
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   -2.92615951e-01  -1.14409210e-01]
 [  8.44463075e-02  -2.44371491e-01  -2.90718885e-02   9.06925724e-02
   -6.73678576e-02  -8.34610885e-02   3.01827112e-01   1.90009330e-04
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 [  2.36964193e-02  -1.64506572e-01  -2.15577279e-01   1.24171854e-01
   -7.08617760e-02   8.55601457e-02   3.40239645e-03  -2.15783658e-02
   -1.01860055e-01  -1.80433949e-02]
 [ -1.19331907e-01  -1.11196637e-01  -2.00790777e-01   1.59120473e-01
   -3.13864491e-02   1.32602572e-01  -8.61179898e-03  -2.51210574e-01
    7.46481007e-02  -1.88140647e-01]
 [ -5.12834119e-02  -8.62520126e-02   2.81742050e-01   1.23438023e-01
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    9.69858805e-02   7.51206008e-02]
 [  6.93550568e-02  -2.70441198e-02   8.82292855e-02   8.58940612e-02
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   -2.17651470e-02  -4.92198003e-02]
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 [ -8.88705816e-02  -8.63332262e-02   1.26670743e-01   1.25840724e-01
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 [ -1.02796150e-01  -2.80787371e-01   1.55099708e-01  -4.38219473e-01
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   -8.46039889e-02   1.10696586e-01]]
[[ 0.61306762]
 [ 1.86647761]
 [ 0.20807783]
 [ 0.92266498]
 [-2.92610189]
 [-0.34620032]
 [-1.8955049 ]
 [ 0.05974324]
 [ 0.66344176]
 [ 0.85209547]]
Progress: 70.7% ... Training loss: 0.246 ... Validation loss: 0.427[[  2.15147767e-01   4.80116162e-01  -8.41676771e-02   1.58041307e-01
   -2.28800920e-01  -9.05255382e-02  -1.30168982e-01   1.20906946e-01
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 [  1.30471475e-02   1.19871942e-01  -1.91716830e-02   5.08418388e-02
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 [  2.18489489e-01   6.24508202e-01   9.16285983e-03  -6.45282973e-02
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    7.37097196e-02   3.17552612e-01]
 [  4.75844526e-02  -4.92542008e-01  -1.89663926e-01   2.56452264e-01
   -1.52594143e-01   1.35384475e-01   3.12929529e-01   6.33179019e-02
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 [ -4.38885327e-02   4.31715963e-02  -1.43819991e-01   5.81614779e-02
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   -5.03095773e-02  -5.96385050e-02]
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   -1.75363187e-01  -2.14084160e-01]
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   -1.82151023e-01   1.15002213e-01]
 [  8.38199621e-02   8.26330789e-02   1.09523120e-01   1.29885243e-02
   -2.18422341e-01   6.11891321e-02  -1.16020219e-02  -2.71333645e-01
   -9.99510667e-03  -7.92274125e-02]
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   -4.96341367e-02   1.76473233e-01   3.64478802e-02   1.17793185e-01
   -2.11868736e-02   1.73214882e-01]
 [  2.30979950e-01   1.23478663e-01   3.01522093e-02   8.19210257e-02
   -1.99102548e-02  -2.99825300e-02  -2.52502708e-01   1.48300510e-01
   -5.15015509e-02  -1.65669653e-02]
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   -7.34946398e-02  -1.34756230e-02]
 [ -3.10104876e-01  -1.40471930e-02   2.81533858e-02   2.51689602e-02
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   -4.34202491e-02   1.16203845e-01]
 [  1.69530827e-01  -2.78484365e-02  -2.21202396e-01  -2.55533008e-02
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 [  2.46263831e-01  -2.18988138e-01   7.80638151e-02   2.89710341e-02
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 [ -8.90608946e-02  -8.65408828e-02   1.26600442e-01   1.25488774e-01
    2.58876193e-02  -1.22304224e-01   2.03442620e-01  -7.83283750e-02
    1.88538434e-01   1.86559552e-02]
 [ -1.03605254e-01  -2.82268455e-01   1.54843504e-01  -4.39379140e-01
   -5.25180018e-01   1.69140353e-01   2.04842390e-01  -1.33836982e-01
   -8.54976593e-02   1.09588278e-01]]
[[ 0.60450424]
 [ 1.85776518]
 [ 0.20051764]
 [ 0.91579796]
 [-2.93298052]
 [-0.35212568]
 [-1.90058079]
 [ 0.05314589]
 [ 0.65544882]
 [ 0.8428374 ]]
Progress: 70.8% ... Training loss: 0.251 ... Validation loss: 0.432[[  2.19498807e-01   4.92939969e-01  -8.26531691e-02   1.64846768e-01
   -2.47626227e-01  -9.31060159e-02  -1.41661207e-01   1.21294791e-01
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 [  1.27528197e-02   1.19253761e-01  -1.92489135e-02   5.03652497e-02
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    1.47213446e-01  -2.27998956e-02]
 [  2.23046754e-01   6.37263558e-01   1.07885039e-02  -5.74950962e-02
    9.29630502e-01  -2.91514515e-02  -1.10761428e+00  -4.33835280e-02
    7.89986472e-02   3.24050364e-01]
 [  4.58105658e-02  -4.98200900e-01  -1.90286360e-01   2.53695222e-01
   -1.45893592e-01   1.36487780e-01   3.17352389e-01   6.31644988e-02
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   -1.84601429e-01  -6.17182725e-02]
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   -4.99390233e-02  -5.90811256e-02]
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   -2.61045641e-02   3.45578579e-02]
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   -1.75434204e-01  -2.14186527e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
    8.17344455e-02   1.67643396e-01]
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   -1.85375142e-01  -5.94644694e-02   1.13879491e-01  -2.62923102e-01
   -2.92191915e-01  -1.13811755e-01]
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   -6.84615206e-02  -8.34643100e-02   3.01380194e-01   1.95248004e-04
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   -6.96646045e-02   8.56696428e-02   4.26850874e-03  -2.16011435e-02
   -1.02085948e-01  -1.81444964e-02]
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   -3.94745977e-02   1.31547384e-01  -1.36287605e-02  -2.51053782e-01
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 [  7.00535906e-02  -2.58987236e-02   8.84737329e-02   8.69893386e-02
   -6.12725290e-02  -1.80630127e-02   1.43766740e-01   1.19105052e-01
   -2.09616838e-02  -4.83080325e-02]
 [  1.03170241e-02  -1.79733509e-01  -2.95474510e-01  -5.88329839e-02
   -3.64907422e-02  -9.20932982e-02   4.04434615e-02   1.61110652e-01
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 [  6.05203454e-02  -6.93419268e-02  -1.10226014e-01   6.89597469e-02
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[[ 0.63285393]
 [ 1.87888001]
 [ 0.22430593]
 [ 0.93957182]
 [-2.91374437]
 [-0.33031937]
 [-1.87964327]
 [ 0.07468449]
 [ 0.68259807]
 [ 0.86937353]]
Progress: 70.8% ... Training loss: 0.254 ... Validation loss: 0.436[[  2.17674633e-01   4.89129013e-01  -8.33517505e-02   1.61775868e-01
   -2.38591687e-01  -9.21123206e-02  -1.38145011e-01   1.21062525e-01
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    1.47285521e-01  -2.27095429e-02]
 [  2.20697861e-01   6.27793935e-01   9.88334603e-03  -6.12524451e-02
    9.43747908e-01  -2.79508930e-02  -1.10046431e+00  -4.36871351e-02
    7.62711973e-02   3.20833342e-01]
 [  4.46910849e-02  -4.97954529e-01  -1.90647083e-01   2.52003286e-01
   -1.43920288e-01   1.37082601e-01   3.19361317e-01   6.30520186e-02
    1.31557715e-01   3.29326799e-01]
 [ -4.44107161e-02   3.85463350e-02  -1.43961930e-01   5.75176361e-02
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   -1.85237575e-01  -6.25431113e-02]
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   -5.13679992e-02  -6.08869500e-02]
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   -1.75471505e-01  -2.14230300e-01]
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 [  2.32227918e-02  -1.65481759e-01  -2.15768074e-01   1.23319996e-01
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 [  6.98040406e-02  -2.64392399e-02   8.83822485e-02   8.65917370e-02
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   -1.75833459e-01  -3.76162965e-01]
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 [  5.89108697e-02   1.04167715e-01   2.58785279e-01   2.57820619e-01
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   -1.82355973e-01   1.14760817e-01]
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   -9.15905163e-03  -7.81746906e-02]
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   -2.15704624e-02   1.72774503e-01]
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   -5.13235079e-02  -1.63348460e-02]
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 [  7.65524479e-03  -4.58561702e-01  -1.29200209e-01  -1.66092505e-01
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   -1.68390710e-01  -2.25374508e-01]
 [  2.78776724e-02  -3.86061908e-01  -1.90727886e-01  -1.44976911e-01
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 [ -8.80005434e-02  -2.46081842e-02   2.77174066e-01   4.78601575e-02
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   -7.35598665e-02  -1.36133368e-02]
 [ -3.09533307e-01  -1.22278991e-02   2.83185211e-02   2.58627527e-02
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   -4.29355897e-02   1.16811074e-01]
 [  1.68232723e-01  -3.13207637e-02  -2.21687139e-01  -2.74970697e-02
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 [  2.46677445e-01  -2.16957947e-01   7.82174954e-02   2.98023800e-02
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 [ -8.95126127e-02  -8.74206262e-02   1.26428852e-01   1.24676346e-01
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    1.87963007e-01   1.79952988e-02]
 [ -1.05453216e-01  -2.87322588e-01   1.54180969e-01  -4.42171059e-01
   -5.19529897e-01   1.70037359e-01   2.10221887e-01  -1.34084802e-01
   -8.73940502e-02   1.07290789e-01]]
[[ 0.60889185]
 [ 1.86413711]
 [ 0.2015671 ]
 [ 0.91801659]
 [-2.93010469]
 [-0.35109139]
 [-1.90381962]
 [ 0.05329014]
 [ 0.65916425]
 [ 0.84510363]]
Progress: 70.8% ... Training loss: 0.246 ... Validation loss: 0.427[[  2.20719028e-01   4.96717802e-01  -8.23118887e-02   1.66208784e-01
   -2.48544433e-01  -9.38244451e-02  -1.44715297e-01   1.21333909e-01
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 [  2.22350747e-01   6.30664276e-01   1.05373520e-02  -5.82568067e-02
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    7.82870094e-02   3.23017791e-01]
 [  4.63259056e-02  -4.94232809e-01  -1.90215788e-01   2.54048868e-01
   -1.45224184e-01   1.36198658e-01   3.14131284e-01   6.31829359e-02
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   -1.86197793e-01  -6.34171180e-02]
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   -4.95734504e-02  -5.86377836e-02]
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   -1.99013961e-01  -4.34469077e-02   1.01771977e-01   1.12155560e-01
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   -1.97322931e-01   6.73677425e-02  -2.74740169e-02  -3.11370643e-02
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   -1.75530235e-01  -2.14285955e-01]
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   -1.65678152e-01  -2.17732306e-01  -1.71420741e-01  -1.97542024e-01
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 [  8.35031423e-02  -2.45822830e-01  -2.94004248e-02   8.92599003e-02
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 [  2.51264534e-02  -1.60852879e-01  -2.15160822e-01   1.25840886e-01
   -7.22020907e-02   8.47193740e-02  -1.38026045e-03  -2.14724548e-02
   -1.00453703e-01  -1.61048402e-02]
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 [ -3.08937029e-01  -1.05113827e-02   2.85370459e-02   2.68826140e-02
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 [  1.68963841e-01  -2.95656142e-02  -2.21418820e-01  -2.62830016e-02
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 [  2.46827760e-01  -2.17676507e-01   7.82332875e-02   2.97991292e-02
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 [ -8.87347678e-02  -8.61587553e-02   1.26658214e-01   1.25789381e-01
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    1.89018932e-01   1.91831051e-02]
 [ -1.05056909e-01  -2.86560619e-01   1.54300947e-01  -4.41689280e-01
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   -8.70362928e-02   1.07741046e-01]]
[[ 0.61744557]
 [ 1.87038938]
 [ 0.20540295]
 [ 0.9265925 ]
 [-2.92769664]
 [-0.34637298]
 [-1.89800012]
 [ 0.06155914]
 [ 0.66718792]
 [ 0.85529455]]
Progress: 70.9% ... Training loss: 0.244 ... Validation loss: 0.426[[  2.20935589e-01   4.97251683e-01  -8.21314184e-02   1.66688479e-01
   -2.47687070e-01  -9.39344736e-02  -1.44080507e-01   1.21387540e-01
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 [  1.21297497e-02   1.16954203e-01  -1.94623388e-02   4.93810411e-02
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    1.46634203e-01  -2.36184652e-02]
 [  2.24265563e-01   6.33207491e-01   1.12476705e-02  -5.49474457e-02
    9.30629623e-01  -2.99069117e-02  -1.10450336e+00  -4.33136010e-02
    8.08121113e-02   3.26476782e-01]
 [  4.13724945e-02  -5.05503215e-01  -1.91916133e-01   2.46447842e-01
   -1.27829332e-01   1.38989761e-01   3.23700445e-01   6.26507921e-02
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 [ -4.47683592e-02   3.88997244e-02  -1.44034011e-01   5.68550062e-02
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   -1.86126884e-01  -6.34376480e-02]
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   -5.03971069e-02  -5.97380324e-02]
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 [  1.50017064e-02  -5.13586606e-01   6.08232175e-02  -1.03228719e-01
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   -1.76622773e-01  -2.15584486e-01]
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   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
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 [  8.34012354e-02  -2.46115911e-01  -2.94339066e-02   8.91184958e-02
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 [  2.52314161e-02  -1.61064156e-01  -2.15126955e-01   1.25812211e-01
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   -1.00347598e-01  -1.59842926e-02]
 [ -1.18280073e-01  -1.08664648e-01  -2.00420527e-01   1.60743277e-01
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 [  6.92465194e-02  -2.85339082e-02   8.81994224e-02   8.57175995e-02
   -5.75420143e-02  -1.76299890e-02   1.45774648e-01   1.19022564e-01
   -2.18610974e-02  -4.94769250e-02]
 [  1.14994218e-02  -1.77155923e-01  -2.95097928e-01  -5.70301424e-02
   -4.16733641e-02  -9.26873077e-02   3.77976843e-02   1.61192294e-01
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 [  5.95343654e-02  -7.22122919e-02  -1.10537011e-01   6.77145128e-02
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   -1.75871238e-01  -3.76223019e-01]
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 [  1.67690402e-02  -5.69139900e-01  -4.30170686e-02  -9.94776163e-02
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   -3.59704419e-01  -2.13311828e-01]
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   -7.13670935e-02   8.79212373e-02]
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   -9.06573040e-02  -1.35253407e-01]
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   -2.68517495e-01  -3.68630204e-02]
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 [  3.74225649e-01   4.04548375e-01  -7.31577081e-02   3.15968093e-01
   -8.93985657e-01  -2.91678085e-01  -5.35035321e-01   1.78438528e-01
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 [  5.91277440e-02   1.04400941e-01   2.58858586e-01   2.58043031e-01
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   -1.25852214e-01  -2.77087081e-01]
 [  2.07316785e-02  -1.16922836e-01  -1.22322358e-01  -6.34573858e-02
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 [  9.82317491e-03  -4.55093975e-02  -6.61863132e-02  -4.60257922e-02
   -4.07166860e-03  -1.84743464e-01   4.06452458e-02   1.00307248e-02
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 [  3.69967721e-02   1.26085910e-01   2.45956421e-01   8.06150783e-02
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   -1.81939697e-01   1.15154474e-01]
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   -2.16913383e-01   6.14481493e-02  -1.00811948e-02  -2.71384561e-01
   -1.05808105e-02  -7.97763186e-02]
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   -4.42991259e-02   1.77119507e-01   3.80508168e-02   1.17653047e-01
   -2.25398995e-02   1.71515123e-01]
 [  2.30944675e-01   1.23200054e-01   3.01496989e-02   8.18932674e-02
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   -5.15336911e-02  -1.65514566e-02]
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   -6.20196058e-01   8.99933652e-02  -1.90710381e-01   1.59893296e-01
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 [  2.69142734e-02  -3.87817960e-01  -1.90982106e-01  -1.46367381e-01
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 [ -8.81825433e-02  -2.59986754e-02   2.77094480e-01   4.73119664e-02
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   -7.38522369e-02  -1.40222941e-02]
 [ -3.09781098e-01  -1.34347551e-02   2.82753292e-02   2.57398854e-02
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 [  1.68216584e-01  -3.13264172e-02  -2.21660046e-01  -2.73699661e-02
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 [ -8.83688667e-02  -8.50172863e-02   1.26781160e-01   1.26309188e-01
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    1.89376030e-01   1.97433548e-02]
 [ -1.05068801e-01  -2.85728114e-01   1.54310199e-01  -4.41746304e-01
   -5.25088540e-01   1.69818292e-01   2.08989618e-01  -1.34051879e-01
   -8.69292422e-02   1.07866916e-01]]
[[ 0.61707199]
 [ 1.8758203 ]
 [ 0.20467629]
 [ 0.92171108]
 [-2.93048059]
 [-0.35097304]
 [-1.90831541]
 [ 0.0584673 ]
 [ 0.66494627]
 [ 0.85193885]]
Progress: 71.0% ... Training loss: 0.244 ... Validation loss: 0.422[[  2.20280156e-01   4.93081794e-01  -8.24114273e-02   1.65242976e-01
   -2.43513042e-01  -9.34067472e-02  -1.39986957e-01   1.21305082e-01
    6.42666566e-03   3.08371973e-01]
 [  1.22409473e-02   1.17138974e-01  -1.94257748e-02   4.95469918e-02
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    1.46737238e-01  -2.34664805e-02]
 [  2.22349173e-01   6.26057151e-01   1.04650858e-02  -5.90300867e-02
    9.40677552e-01  -2.85589362e-02  -1.09928617e+00  -4.35482524e-02
    7.83242931e-02   3.23323345e-01]
 [  4.36775161e-02  -4.99489188e-01  -1.91168177e-01   2.50333118e-01
   -1.38304081e-01   1.37681069e-01   3.17993543e-01   6.28772464e-02
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 [ -4.56262809e-02   3.34509855e-02  -1.44417773e-01   5.50298035e-02
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   -1.87424935e-01  -6.52383246e-02]
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   -4.93225722e-02  -5.84966198e-02]
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   -2.02434018e-01   6.65602842e-02  -3.02396166e-02  -3.09859912e-02
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   -1.76204174e-01  -2.15072320e-01]
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   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
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   -2.92772888e-01  -1.14525932e-01]
 [  8.37345856e-02  -2.45014109e-01  -2.93151718e-02   8.95987811e-02
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 [  2.55037041e-02  -1.60718529e-01  -2.15050644e-01   1.26181531e-01
   -7.19146485e-02   8.45108262e-02  -2.14119045e-03  -2.14349380e-02
   -1.00059137e-01  -1.56425526e-02]
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   -5.60477017e-02  -1.73901951e-02   1.46924133e-01   1.18982471e-01
   -2.22476033e-02  -5.00418968e-02]
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   -4.28303404e-02  -9.28860252e-02   3.66541773e-02   1.61218509e-01
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 [  5.83695104e-02  -7.64609685e-02  -1.10985639e-01   6.56256095e-02
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 [  1.68820919e-02  -5.69165607e-01  -4.29706841e-02  -9.92540035e-02
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[[ 0.60699213]
 [ 1.86784981]
 [ 0.1964651 ]
 [ 0.9164932 ]
 [-2.93514978]
 [-0.35556533]
 [-1.91007866]
 [ 0.05192072]
 [ 0.65697656]
 [ 0.84429168]]
Progress: 71.0% ... Training loss: 0.248 ... Validation loss: 0.427[[  2.20442558e-01   4.92409989e-01  -8.24184488e-02   1.65271558e-01
   -2.44006357e-01  -9.34015415e-02  -1.39849313e-01   1.21296309e-01
    6.59275947e-03   3.08796370e-01]
 [  1.17984880e-02   1.15345894e-01  -1.95921113e-02   4.88784683e-02
    6.17429996e-02  -7.20299652e-03   3.43223589e-01   4.04409389e-02
    1.46357864e-01  -2.40307542e-02]
 [  2.21849784e-01   6.24350316e-01   1.02509943e-02  -5.98494754e-02
    9.42287965e-01  -2.80912855e-02  -1.09903848e+00  -4.36112792e-02
    7.76820404e-02   3.22875468e-01]
 [  4.41556540e-02  -4.99939287e-01  -1.90994305e-01   2.51055813e-01
   -1.45245727e-01   1.37505021e-01   3.17859600e-01   6.29118509e-02
    1.31127896e-01   3.29336954e-01]
 [ -5.16162486e-02   1.86160678e-02  -1.46198912e-01   4.64252584e-02
   -1.11771152e-01  -1.82131941e-01   1.86916078e-01  -1.14593382e-01
   -1.93273931e-01  -7.30187376e-02]
 [ -4.00362302e-01  -6.75196386e-01  -3.06328211e-01   1.31166127e-01
   -3.66119484e-01   4.17957486e-02   3.97898702e-01  -4.26095629e-02
   -4.87415411e-02  -5.80003479e-02]
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   -1.53953055e-01  -6.88545623e-02   1.86811852e-01  -1.94843967e-01
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   -1.90848369e-01  -4.17320394e-02   1.11521952e-01   1.11873383e-01
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 [ -1.77865884e-01  -2.24971573e-01  -3.00755680e-01  -2.08963384e-02
   -2.07582329e-01   6.58147512e-02  -3.41283480e-02  -3.08787314e-02
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   -3.09945212e-02   2.80843113e-02]
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   -1.76348230e-01  -2.15300865e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
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 [ -2.93305253e-01  -3.42693079e-01   9.12213858e-02   2.00674883e-01
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   -2.92997518e-01  -1.14904051e-01]
 [  8.38543457e-02  -2.45310133e-01  -2.92901949e-02   8.96600765e-02
   -6.67221532e-02  -8.31231393e-02   3.02828677e-01   1.14563726e-04
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 [  2.54380887e-02  -1.61140221e-01  -2.15069735e-01   1.26117089e-01
   -7.26762463e-02   8.45322303e-02  -1.96968508e-03  -2.14427330e-02
   -1.00134520e-01  -1.57700429e-02]
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   -3.56013989e-02   1.32406638e-01  -9.71571897e-03  -2.51196269e-01
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 [  6.93843115e-02  -2.98346933e-02   8.82156258e-02   8.58698587e-02
   -5.84936195e-02  -1.76784476e-02   1.45686368e-01   1.19024616e-01
   -2.17260568e-02  -4.93233480e-02]
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   -4.30315517e-02  -9.27311869e-02   3.77784214e-02   1.61191802e-01
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   -1.43919982e-01  -4.19819311e-02]
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   -1.75505439e-01  -3.75813947e-01]
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 [  1.68421770e-02  -5.69466210e-01  -4.29795474e-02  -9.92936552e-02
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   -3.59617309e-01  -2.13238297e-01]
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   -7.15120144e-02   8.77686767e-02]
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   -9.05444582e-02  -1.35069638e-01]
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   -2.68577977e-01  -3.69095938e-02]
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 [  3.72158611e-01   3.97991985e-01  -7.38947869e-02   3.12514893e-01
   -8.85543228e-01  -2.90305757e-01  -5.29313971e-01   1.78217762e-01
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 [  5.94439498e-02   1.04914923e-01   2.58960384e-01   2.58418783e-01
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   -1.25508578e-01  -2.76661123e-01]
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 [  9.77552537e-03  -4.55212063e-02  -6.62078276e-02  -4.60683267e-02
   -4.04771744e-03  -1.84708170e-01   4.02685514e-02   1.00278232e-02
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 [  3.80187582e-02   1.28842852e-01   2.46293402e-01   8.21827696e-02
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   -1.80852751e-01   1.16654811e-01]
 [  8.30495254e-02   8.09412064e-02   1.09260508e-01   1.14745446e-02
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   -1.08685781e-02  -8.01441706e-02]
 [ -6.64123888e-03   1.35270943e-01   8.46786380e-02  -3.85937958e-02
   -4.26221711e-02   1.77341318e-01   3.93759831e-02   1.17619035e-01
   -2.29316126e-02   1.71062357e-01]
 [  2.30924465e-01   1.22842364e-01   3.01469182e-02   8.18061860e-02
   -1.93014711e-02  -3.00716411e-02  -2.51735221e-01   1.48295937e-01
   -5.15410629e-02  -1.66686441e-02]
 [  5.25601028e-02   7.84438251e-02   1.96419779e-02   5.04228228e-02
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 [  2.22818424e-01   3.14180325e-01   2.39448720e-01   1.26057165e-01
   -6.20332890e-01   9.01856823e-02  -1.89684448e-01   1.59861174e-01
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   -4.29932272e-02   3.73332939e-02]
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   -2.83743473e-01  -1.02562016e-01]
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   -2.10844653e-01   3.00063653e-02]
 [  7.71614198e-03  -4.59330384e-01  -1.29184753e-01  -1.66005309e-01
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   -1.68343158e-01  -2.25296906e-01]
 [  2.79767506e-02  -3.86747672e-01  -1.90681510e-01  -1.44890892e-01
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 [ -8.73740209e-02  -2.54074409e-02   2.77328582e-01   4.85307121e-02
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   -7.29208185e-02  -1.29595545e-02]
 [ -3.09317515e-01  -1.29299050e-02   2.84179917e-02   2.63775973e-02
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   -4.26652067e-02   1.17235669e-01]
 [  1.68509079e-01  -3.17512630e-02  -2.21571104e-01  -2.68557769e-02
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 [ -8.84906555e-02  -8.64504411e-02   1.26737812e-01   1.26034871e-01
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    1.89216023e-01   1.95540304e-02]
 [ -1.07145351e-01  -2.91121790e-01   1.53676628e-01  -4.45025854e-01
   -5.21944524e-01   1.70972592e-01   2.15212865e-01  -1.34234894e-01
   -8.89280257e-02   1.05350685e-01]]
[[ 0.60946915]
 [ 1.8670032 ]
 [ 0.20061302]
 [ 0.91874905]
 [-2.92974684]
 [-0.35098825]
 [-1.90489926]
 [ 0.05642883]
 [ 0.66194688]
 [ 0.84681871]]
Progress: 71.0% ... Training loss: 0.245 ... Validation loss: 0.429[[  2.24312899e-01   5.03020296e-01  -8.11345645e-02   1.70543831e-01
   -2.53274728e-01  -9.56535424e-02  -1.50252462e-01   1.21649714e-01
    1.05386544e-02   3.13909550e-01]
 [  1.18252843e-02   1.15401928e-01  -1.95781856e-02   4.89422544e-02
    6.16205265e-02  -7.22687649e-03   3.43197328e-01   4.04446302e-02
    1.46400471e-01  -2.39913948e-02]
 [  2.20749465e-01   6.21940007e-01   9.90919681e-03  -6.14333773e-02
    9.40954322e-01  -2.75701028e-02  -1.09671234e+00  -4.37124247e-02
    7.66776947e-02   3.21500956e-01]
 [  4.59927563e-02  -4.95268997e-01  -1.90431079e-01   2.53505222e-01
   -1.52307948e-01   1.36552312e-01   3.11912603e-01   6.30720441e-02
    1.32571778e-01   3.31384067e-01]
 [ -5.37362028e-02   1.44622470e-02  -1.46784924e-01   4.36047983e-02
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   -1.95125395e-01  -7.56548714e-02]
 [ -3.98956695e-01  -6.71994094e-01  -3.05880731e-01   1.33046021e-01
   -3.68502671e-01   4.10050524e-02   3.94436636e-01  -4.24849492e-02
   -4.73313606e-02  -5.61914363e-02]
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   -1.57755119e-01  -6.94621063e-02   1.83558119e-01  -1.94743708e-01
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   -1.89866202e-01  -4.17077704e-02   1.11395308e-01   1.11867172e-01
    6.55633963e-02  -3.08183918e-02]
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   -2.11292724e-01   6.51119952e-02  -3.79522955e-02  -3.07645036e-02
    2.80110374e-01  -1.29095907e-01]
 [  1.70485907e-02  -5.12863539e-01   6.13955974e-02  -1.01544688e-01
   -4.96493528e-01  -9.90057384e-02   1.82224203e-01  -1.20932922e-01
   -2.80106672e-02   3.22442585e-02]
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   -1.76191022e-01  -2.15155790e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.92857317e-01  -3.41496804e-01   9.13871318e-02   2.01391241e-01
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   -2.92517915e-01  -1.14332402e-01]
 [  8.40837165e-02  -2.45070271e-01  -2.92395682e-02   8.98585086e-02
   -6.68313908e-02  -8.32400729e-02   3.02191471e-01   1.33865387e-04
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 [  2.58039895e-02  -1.60024972e-01  -2.14949493e-01   1.26556396e-01
   -7.40909540e-02   8.43010548e-02  -3.03133672e-03  -2.14070586e-02
   -9.97194594e-02  -1.53897320e-02]
 [ -1.17993306e-01  -1.08397832e-01  -2.00312577e-01   1.60967915e-01
   -3.87974404e-02   1.31848310e-01  -1.23759012e-02  -2.51104442e-01
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 [ -5.31578926e-02  -9.29275403e-02   2.81100830e-01   1.20333448e-01
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[[ 0.62294614]
 [ 1.87564298]
 [ 0.2113959 ]
 [ 0.93410722]
 [-2.92733235]
 [-0.34014822]
 [-1.89130483]
 [ 0.0674497 ]
 [ 0.67731997]
 [ 0.86116161]]
Progress: 71.1% ... Training loss: 0.246 ... Validation loss: 0.437[[  2.24575646e-01   5.05100148e-01  -8.10140324e-02   1.71192002e-01
   -2.55968852e-01  -9.57938538e-02  -1.52046474e-01   1.21681501e-01
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 [  2.21660062e-01   6.23865646e-01   1.02603216e-02  -6.00090020e-02
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    7.77445890e-02   3.22770822e-01]
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   -1.76043891e-01  -2.14972448e-01]
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 [  3.79791801e-02   1.28408997e-01   2.46288817e-01   8.20887863e-02
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   -2.13857059e-01   6.17054260e-02  -9.01975303e-03  -2.71438442e-01
   -1.11503256e-02  -8.04767476e-02]
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   -4.19865887e-02   1.77421314e-01   3.90666926e-02   1.17601312e-01
   -2.31297012e-02   1.70825259e-01]
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   -2.41352146e-02  -3.06744153e-02  -2.54573955e-01   1.48409562e-01
   -5.02916120e-02  -1.51215334e-02]
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   -6.22240535e-01   9.03176759e-02  -1.88872996e-01   1.59836519e-01
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 [  7.42365947e-03  -4.60054987e-01  -1.29281681e-01  -1.66468996e-01
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 [  2.71884839e-02  -3.88432328e-01  -1.90902398e-01  -1.45808764e-01
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 [ -8.60296592e-02  -2.16859097e-02   2.77788999e-01   5.05213328e-02
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   -7.14030607e-02  -1.11695926e-02]
 [ -3.08148705e-01  -9.96710741e-03   2.88118511e-02   2.80555321e-02
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 [  1.68097068e-01  -3.40116653e-02  -2.21771879e-01  -2.77915484e-02
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 [  2.47922656e-01  -2.17175752e-01   7.86260535e-02   3.15214430e-02
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 [ -8.90411172e-02  -8.75569866e-02   1.26528987e-01   1.24904397e-01
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    1.88446690e-01   1.87264859e-02]
 [ -1.06851470e-01  -2.89759666e-01   1.53808412e-01  -4.44715988e-01
   -5.27523293e-01   1.70710194e-01   2.13083949e-01  -1.34218334e-01
   -8.84657480e-02   1.06044640e-01]]
[[ 0.6208972 ]
 [ 1.87318437]
 [ 0.20727064]
 [ 0.93066835]
 [-2.92668092]
 [-0.34280916]
 [-1.89653413]
 [ 0.06646262]
 [ 0.67359723]
 [ 0.85906261]]
Progress: 71.2% ... Training loss: 0.245 ... Validation loss: 0.436[[  2.23850236e-01   5.02790351e-01  -8.12658807e-02   1.69792629e-01
   -2.49301318e-01  -9.53515323e-02  -1.49658473e-01   1.21587322e-01
    1.00356551e-02   3.13010788e-01]
 [  1.19250337e-02   1.15505340e-01  -1.95348131e-02   4.91088055e-02
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    1.46511300e-01  -2.38427292e-02]
 [  2.20602967e-01   6.18684083e-01   9.77852359e-03  -6.23559038e-02
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    7.63898541e-02   3.20521335e-01]
 [  4.86158293e-02  -4.85398073e-01  -1.89458135e-01   2.58202580e-01
   -1.61508498e-01   1.35035925e-01   3.06515237e-01   6.33989688e-02
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 [ -5.28106771e-02   1.77572561e-02  -1.46469846e-01   4.48546764e-02
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   -1.94239744e-01  -7.40044012e-02]
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   -4.99752975e-02  -5.93777991e-02]
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   -1.76248360e-01  -2.15226983e-01]
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   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
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   -2.93401714e-01  -1.15430769e-01]
 [  8.33254213e-02  -2.47438276e-01  -2.94907227e-02   8.87369714e-02
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   -1.00299215e-01  -1.61773909e-02]
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   -6.41504808e-02  -1.83715377e-02   1.41007353e-01   1.19150228e-01
   -2.03809408e-02  -4.76224393e-02]
 [  9.98833470e-03  -1.82056988e-01  -2.95690062e-01  -5.97882659e-02
   -3.62275047e-02  -9.18829932e-02   4.00003670e-02   1.61009230e-01
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 [  5.80545361e-02  -7.73681418e-02  -1.11035822e-01   6.52792752e-02
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   -1.43772192e-01  -4.19472709e-02]
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   -1.75801593e-01  -3.76192183e-01]
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 [  1.65208706e-02  -5.70548350e-01  -4.31004245e-02  -9.98200219e-02
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   -3.59978498e-01  -2.13695158e-01]
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   -7.21690901e-02   8.69728083e-02]
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   -9.06425013e-02  -1.35187841e-01]
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   -2.68275512e-01  -3.65198347e-02]
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 [  3.74456954e-01   4.03437374e-01  -7.31584200e-02   3.15494384e-01
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 [  5.93345686e-02   1.04545580e-01   2.58924628e-01   2.58109060e-01
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   -1.81153862e-01   1.16352939e-01]
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   -2.38496423e-02   1.69941319e-01]
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   -7.14721750e-02  -1.13631410e-02]
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    1.87956640e-01   1.80555270e-02]
 [ -1.06991072e-01  -2.90016890e-01   1.53758081e-01  -4.44938000e-01
   -5.27391068e-01   1.70766875e-01   2.13670821e-01  -1.34233770e-01
   -8.86361279e-02   1.05841075e-01]]
[[ 0.61099766]
 [ 1.86757241]
 [ 0.19929428]
 [ 0.92206756]
 [-2.93671734]
 [-0.35146079]
 [-1.90625537]
 [ 0.05780849]
 [ 0.66418107]
 [ 0.85083508]]
Progress: 71.2% ... Training loss: 0.246 ... Validation loss: 0.431[[  2.24712914e-01   5.07267980e-01  -8.08584776e-02   1.71282328e-01
   -2.55797563e-01  -9.58004967e-02  -1.52208216e-01   1.21683345e-01
    1.11037877e-02   3.14259050e-01]
 [  1.24126735e-02   1.17080853e-01  -1.93694402e-02   4.98801226e-02
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    1.47056386e-01  -2.32626994e-02]
 [  2.23869817e-01   6.27893490e-01   1.09639895e-02  -5.69618532e-02
    9.29963827e-01  -2.95952759e-02  -1.10540935e+00  -4.34171493e-02
    8.03792147e-02   3.25438623e-01]
 [  4.63290807e-02  -4.91773111e-01  -1.90237920e-01   2.54830375e-01
   -1.59863360e-01   1.36351061e-01   3.12574953e-01   6.31803553e-02
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 [ -5.04500599e-02   2.39954392e-02  -1.45695434e-01   4.86770766e-02
   -1.25011948e-01  -1.82740019e-01   1.79349087e-01  -1.14433701e-01
   -1.91696525e-01  -7.04481051e-02]
 [ -4.01489165e-01  -6.76354627e-01  -3.06730828e-01   1.29200529e-01
   -3.63717492e-01   4.24844307e-02   3.99421760e-01  -4.27749774e-02
   -5.02369888e-02  -5.96043172e-02]
 [ -1.27206656e-02  -3.68655554e-01   7.01344650e-03   7.11892820e-02
   -1.64316950e-01  -6.98156294e-02   1.79461850e-01  -1.94675990e-01
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   -1.96369531e-01  -4.21879793e-02   1.09021603e-01   1.11909377e-01
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   -2.13511171e-01   6.47608700e-02  -3.87256999e-02  -3.06859802e-02
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   -1.77040771e-01  -2.16259161e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.94297746e-01  -3.43141909e-01   9.09044494e-02   1.99317421e-01
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   -2.94196708e-01  -1.16392357e-01]
 [  8.36670011e-02  -2.46621661e-01  -2.93844341e-02   8.92000130e-02
   -6.56200946e-02  -8.30522978e-02   3.03522846e-01   8.60691214e-05
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 [  2.54882119e-02  -1.60152903e-01  -2.15049562e-01   1.25997888e-01
   -7.22614241e-02   8.45034377e-02  -3.09698054e-03  -2.14491204e-02
   -1.00049585e-01  -1.58473610e-02]
 [ -1.19006698e-01  -1.10820923e-01  -2.00631341e-01   1.59646478e-01
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 [ -5.30781807e-02  -9.21699001e-02   2.81181334e-01   1.20578291e-01
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 [  7.13652907e-02  -2.35266381e-02   8.88567194e-02   8.84881839e-02
   -6.59935243e-02  -1.86772958e-02   1.38508640e-01   1.19202317e-01
   -1.97808475e-02  -4.68097018e-02]
 [  1.05587710e-02  -1.80157964e-01  -2.95454002e-01  -5.88256237e-02
   -4.11109740e-02  -9.22406095e-02   3.95222647e-02   1.61068951e-01
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 [  5.84486473e-02  -7.65114010e-02  -1.10892231e-01   6.60043372e-02
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   -1.43269629e-01  -4.12673113e-02]
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   -1.75833098e-01  -3.76230240e-01]
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 [  1.68815853e-02  -5.70196324e-01  -4.29913633e-02  -9.92466660e-02
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   -3.59596580e-01  -2.13191996e-01]
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   -7.23702997e-02   8.67240691e-02]
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   -9.06658244e-02  -1.35193177e-01]
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   -2.68103921e-01  -3.62714954e-02]
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 [  3.74490521e-01   4.03646201e-01  -7.30984738e-02   3.15461060e-01
   -8.89482525e-01  -2.91636430e-01  -5.35866228e-01   1.78416217e-01
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 [  5.94750496e-02   1.05159107e-01   2.58963576e-01   2.58322943e-01
   -2.30948434e-02  -2.03181552e-01  -1.85334662e-01  -1.32210362e-01
   -1.25513824e-01  -2.76733887e-01]
 [  2.08804103e-02  -1.16699870e-01  -1.22260252e-01  -6.32535411e-02
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 [  1.07577578e-02  -4.25512411e-02  -6.58766544e-02  -4.46701841e-02
   -8.24780353e-03  -1.85239087e-01   3.70603521e-02   1.01279030e-02
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 [  3.82934839e-02   1.29070953e-01   2.46393303e-01   8.25267967e-02
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   -1.80559958e-01   1.17109583e-01]
 [  8.28996258e-02   8.04988629e-02   1.09214341e-01   1.12502330e-02
   -2.13685490e-01   6.16487546e-02  -9.21358014e-03  -2.71432485e-01
   -1.10734615e-02  -8.03975534e-02]
 [ -7.04766721e-03   1.34985430e-01   8.45457330e-02  -3.94226166e-02
   -4.12569605e-02   1.77503125e-01   3.88893715e-02   1.17572845e-01
   -2.33763731e-02   1.70428571e-01]
 [  2.32229204e-01   1.26918068e-01   3.06181920e-02   8.38732816e-02
   -2.59589474e-02  -3.08501173e-02  -2.55209340e-01   1.48430465e-01
   -4.99924597e-02  -1.47382658e-02]
 [  5.24020014e-02   7.82118160e-02   1.95673701e-02   5.00736018e-02
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 [  6.55139017e-02   4.82881154e-01   1.30512335e-01   4.57263921e-01
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 [  2.21933065e-01   3.13257221e-01   2.39233349e-01   1.25040507e-01
   -6.22853469e-01   9.05520119e-02  -1.87755042e-01   1.59789154e-01
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   -4.34492704e-02   3.67552216e-02]
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   -2.83256558e-01  -1.01994654e-01]
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   -2.10719020e-01   3.02023445e-02]
 [  7.38926298e-03  -4.59936511e-01  -1.29287410e-01  -1.66535957e-01
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   -1.68718286e-01  -2.25774761e-01]
 [  2.68468517e-02  -3.89107628e-01  -1.91027471e-01  -1.46557374e-01
   -3.99403572e-01  -5.29153498e-04   2.88210737e-01  -1.68011938e-01
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 [ -8.58473600e-02  -2.18188166e-02   2.77895678e-01   5.09849836e-02
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   -7.11349903e-02  -1.10085998e-02]
 [ -3.06982798e-01  -5.98245053e-03   2.92206946e-02   2.97594516e-02
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   -4.02037642e-02   1.20294165e-01]
 [  1.67519955e-01  -3.54395922e-02  -2.21995111e-01  -2.87810030e-02
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    3.13493851e-02  -1.47389932e-01]
 [  2.48084880e-01  -2.15742467e-01   7.87440628e-02   3.19996281e-02
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    1.51796516e-01  -1.20776641e-01]
 [ -8.87637383e-02  -8.61910555e-02   1.26633793e-01   1.25284958e-01
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    1.88635621e-01   1.89797578e-02]
 [ -1.07160241e-01  -2.90098744e-01   1.53707707e-01  -4.45330693e-01
   -5.27634229e-01   1.70893031e-01   2.13658733e-01  -1.34253781e-01
   -8.88572120e-02   1.05697753e-01]]
[[ 0.62451116]
 [ 1.8788137 ]
 [ 0.2116486 ]
 [ 0.93183499]
 [-2.92515479]
 [-0.34371363]
 [-1.89879321]
 [ 0.06863745]
 [ 0.67576248]
 [ 0.86311285]]
Progress: 71.2% ... Training loss: 0.247 ... Validation loss: 0.435[[  2.22418928e-01   5.01929861e-01  -8.15791263e-02   1.67985562e-01
   -2.45793085e-01  -9.45417415e-02  -1.45217710e-01   1.21439563e-01
    8.58545441e-03   3.11110052e-01]
 [  1.25369349e-02   1.17385627e-01  -1.93278982e-02   5.00581213e-02
    5.86249168e-02  -7.65351780e-03   3.41458771e-01   4.05145683e-02
    1.47171687e-01  -2.30902980e-02]
 [  2.25687634e-01   6.30759774e-01   1.16067816e-02  -5.41326654e-02
    9.28323262e-01  -3.07128062e-02  -1.10630300e+00  -4.32070399e-02
    8.24204218e-02   3.28279594e-01]
 [  4.29143377e-02  -4.98728862e-01  -1.91443627e-01   2.49506013e-01
   -1.44380167e-01   1.38318771e-01   3.20682732e-01   6.27681190e-02
    1.29429004e-01   3.27297398e-01]
 [ -4.96236953e-02   2.52680235e-02  -1.45422070e-01   5.01280598e-02
   -1.31449071e-01  -1.83259055e-01   1.76293913e-01  -1.14326085e-01
   -1.90600424e-01  -6.91010309e-02]
 [ -4.01165124e-01  -6.74992397e-01  -3.06640562e-01   1.29477138e-01
   -3.65123951e-01   4.23350524e-02   3.97716894e-01  -4.27435138e-02
   -4.99440638e-02  -5.95018624e-02]
 [ -1.47734693e-02  -3.74381199e-01   6.31088957e-03   6.81775677e-02
   -1.57472002e-01  -6.86893272e-02   1.84836254e-01  -1.94904625e-01
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 [  9.63845547e-02  -4.38112697e-01   2.29083825e-02  -1.01876713e-01
   -1.92384493e-01  -4.16898781e-02   1.13015619e-01   1.11813269e-01
    6.53570183e-02  -3.11634030e-02]
 [ -1.77135610e-01  -2.23284492e-01  -3.00446149e-01  -1.99147835e-02
   -2.09320270e-01   6.54014460e-02  -3.53182827e-02  -3.08101756e-02
    2.79740725e-01  -1.29786009e-01]
 [  1.81209877e-02  -5.04120795e-01   6.18366586e-02  -1.00131153e-01
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   -2.68270086e-02   3.34105466e-02]
 [ -7.21024446e-02  -2.42318871e-01   9.52398590e-03  -1.18492666e-01
   -2.81938174e-01   2.85537550e-04   2.72631004e-01  -1.02492520e-01
    1.14391862e-02  -8.94617917e-02]
 [ -1.44786621e-01  -3.63524039e-01  -7.47923525e-02   1.71852951e-02
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   -1.78998322e-01  -2.18731878e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.94859253e-01  -3.44441751e-01   9.07002192e-02   1.98455028e-01
   -1.82608013e-01  -5.81605809e-02   1.18284900e-01  -2.63193238e-01
   -2.94874001e-01  -1.17313597e-01]
 [  8.34430909e-02  -2.46854770e-01  -2.94443316e-02   8.89596635e-02
   -6.56129764e-02  -8.29454620e-02   3.03886602e-01   6.40986598e-05
    6.50006791e-03  -2.47698883e-02]
 [  2.61986305e-02  -1.58092694e-01  -2.14822789e-01   1.26819079e-01
   -7.36873763e-02   8.40923866e-02  -5.77844150e-03  -2.13662774e-02
   -9.92940162e-02  -1.50632670e-02]
 [ -1.20107406e-01  -1.13886394e-01  -2.01015435e-01   1.57994114e-01
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 [ -8.91748100e-02  -8.72701451e-02   1.26489307e-01   1.24679189e-01
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   -9.18163053e-02   1.02364086e-01]]
[[ 0.61440869]
 [ 1.87670511]
 [ 0.20096261]
 [ 0.92063692]
 [-2.93426294]
 [-0.35789847]
 [-1.92039251]
 [ 0.05649   ]
 [ 0.6633375 ]
 [ 0.85096428]]
Progress: 71.3% ... Training loss: 0.244 ... Validation loss: 0.423[[  2.22010139e-01   5.01107588e-01  -8.17159986e-02   1.67372036e-01
   -2.41955785e-01  -9.43558398e-02  -1.42988929e-01   1.21413867e-01
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 [  2.26117986e-01   6.34026791e-01   1.17088962e-02  -5.36330709e-02
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    8.27935909e-02   3.28871983e-01]
 [  4.44545668e-02  -4.95358810e-01  -1.90909403e-01   2.52116582e-01
   -1.46395879e-01   1.37635404e-01   3.15207477e-01   6.28765700e-02
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   -1.95719154e-01  -7.57673900e-02]
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   -4.88740182e-02  -5.82645086e-02]
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   -1.78981583e-01  -2.18801147e-01]
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   -3.59715315e-01  -2.13313495e-01]
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 [  3.72813297e-02   1.26309062e-01   2.46041785e-01   8.09599453e-02
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   -1.81720377e-01   1.15649717e-01]
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   -2.11353009e-01   6.18801500e-02  -8.27189795e-03  -2.71467048e-01
   -1.15266613e-02  -8.10059395e-02]
 [ -6.31424042e-03   1.37070667e-01   8.47745714e-02  -3.83014375e-02
   -4.33429739e-02   1.77016074e-01   3.72278211e-02   1.17630673e-01
   -2.25173178e-02   1.71453520e-01]
 [  2.31891344e-01   1.26213022e-01   3.05211801e-02   8.34473585e-02
   -2.51862589e-02  -3.06922243e-02  -2.54081409e-01   1.48393165e-01
   -5.03007833e-02  -1.51801029e-02]
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 [  2.22104603e-01   3.13237200e-01   2.39277715e-01   1.25336708e-01
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   -4.35890417e-02   3.65061676e-02]
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 [  7.30433625e-03  -4.60492927e-01  -1.29324731e-01  -1.66640864e-01
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   -1.68835232e-01  -2.25918273e-01]
 [  2.54956202e-02  -3.92466031e-01  -1.91467540e-01  -1.48633451e-01
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 [ -8.54654503e-02  -2.16775415e-02   2.78011007e-01   5.15515448e-02
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   -7.07645011e-02  -1.05394988e-02]
 [ -3.07444342e-01  -7.32734680e-03   2.90638670e-02   2.89802367e-02
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   -4.06912941e-02   1.19377065e-01]
 [  1.67773185e-01  -3.49956075e-02  -2.21906484e-01  -2.81658785e-02
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 [  2.49267517e-01  -2.12558085e-01   7.92119980e-02   3.39371114e-02
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    1.53314887e-01  -1.18954829e-01]
 [ -8.91066428e-02  -8.71180889e-02   1.26521647e-01   1.24915068e-01
    2.82194624e-02  -1.22281930e-01   2.02906531e-01  -7.83891711e-02
    1.88256170e-01   1.85489944e-02]
 [ -1.09612765e-01  -2.96376155e-01   1.52809965e-01  -4.49308666e-01
   -5.21762611e-01   1.72315048e-01   2.19580953e-01  -1.34540130e-01
   -9.16723972e-02   1.02387095e-01]]
[[ 0.61816223]
 [ 1.87734998]
 [ 0.20433372]
 [ 0.92282781]
 [-2.92882714]
 [-0.35277995]
 [-1.91623157]
 [ 0.06143652]
 [ 0.66827966]
 [ 0.85463083]]
Progress: 71.3% ... Training loss: 0.244 ... Validation loss: 0.426[[  2.23915262e-01   5.05370598e-01  -8.10657235e-02   1.70268773e-01
   -2.47976071e-01  -9.53914089e-02  -1.45381581e-01   1.21603079e-01
    1.03612614e-02   3.13228172e-01]
 [  1.29197524e-02   1.17878515e-01  -1.92022329e-02   5.06602620e-02
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    1.47621349e-01  -2.25807413e-02]
 [  2.27551606e-01   6.35279382e-01   1.21843212e-02  -5.16197365e-02
    9.21777068e-01  -3.16888999e-02  -1.11062574e+00  -4.30246112e-02
    8.45038580e-02   3.30879302e-01]
 [  4.14206551e-02  -5.02268280e-01  -1.92034753e-01   2.47172940e-01
   -1.38219563e-01   1.39388821e-01   3.20579484e-01   6.25386514e-02
    1.27581224e-01   3.24735314e-01]
 [ -5.27785850e-02   1.92188298e-02  -1.46293002e-01   4.54599897e-02
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   -1.93756069e-01  -7.34829532e-02]
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   -4.87442890e-02  -5.79988842e-02]
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   -1.96967559e-01  -4.22127046e-02   1.11330350e-01   1.11901292e-01
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   -1.79443921e-01  -2.19370702e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.94496506e-01  -3.43370013e-01   9.08365884e-02   1.99085359e-01
   -1.83117486e-01  -5.84148945e-02   1.17930047e-01  -2.63152673e-01
   -2.94485853e-01  -1.16791781e-01]
 [  8.36515620e-02  -2.46656378e-01  -2.93758400e-02   8.92046243e-02
   -6.71732000e-02  -8.30976506e-02   3.03949523e-01   8.70232035e-05
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 [  2.74209013e-02  -1.55519258e-01  -2.14424171e-01   1.28587558e-01
   -7.79479316e-02   8.34155517e-02  -8.15336660e-03  -2.12443855e-02
   -9.79250876e-02  -1.35185896e-02]
 [ -1.20992678e-01  -1.16601892e-01  -2.01306899e-01   1.56767591e-01
   -3.00759224e-02   1.33602478e-01  -3.78317882e-03  -2.51395394e-01
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 [ -5.36613383e-02  -9.44025776e-02   2.80964402e-01   1.19788574e-01
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 [  7.20909005e-02  -2.19600656e-02   8.91075671e-02   8.95644768e-02
   -6.94600946e-02  -1.90637799e-02   1.37799725e-01   1.19271865e-01
   -1.89300599e-02  -4.56369770e-02]
 [  1.06289883e-02  -1.79872263e-01  -2.95441985e-01  -5.87981776e-02
   -4.08343361e-02  -9.22818766e-02   3.92815649e-02   1.61059021e-01
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 [  5.73240772e-02  -7.98166686e-02  -1.11238917e-01   6.43686237e-02
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   -1.44432615e-01  -4.24801202e-02]
 [  1.92709501e-02   4.45556157e-03   1.28452985e-01   1.35748670e-01
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   -3.50151994e-01   6.53952006e-03   9.84318489e-02  -2.72573321e-02
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   -1.75958327e-01  -3.76399022e-01]
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 [  1.64275372e-02  -5.72440296e-01  -4.31730459e-02  -1.00036185e-01
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   -3.60195266e-01  -2.13846996e-01]
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   -7.22804038e-02   8.68945116e-02]
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   -9.16842706e-02  -1.36413779e-01]
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   -2.67510638e-01  -3.55311267e-02]
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   -3.36815466e-02  -1.45195808e-01]
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 [  3.74218830e-01   4.03937357e-01  -7.31462041e-02   3.15043456e-01
   -8.89601435e-01  -2.91534511e-01  -5.35767653e-01   1.78395442e-01
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 [  5.90909583e-02   1.03611629e-01   2.58827501e-01   2.57656223e-01
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   -1.25939192e-01  -2.77268936e-01]
 [  2.02536311e-02  -1.18367703e-01  -1.22464606e-01  -6.42564372e-02
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 [  1.08105752e-02  -4.22848590e-02  -6.58955150e-02  -4.46929858e-02
   -8.34244639e-03  -1.85245086e-01   3.66552040e-02   1.01203774e-02
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 [  3.69438274e-02   1.25297460e-01   2.45937991e-01   8.04247556e-02
   -1.94703200e-01  -1.42846992e-01   4.58539485e-02   3.93704469e-02
   -1.82131640e-01   1.15157802e-01]
 [  8.35229322e-02   8.23529697e-02   1.09452747e-01   1.22446395e-02
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   -1.03551249e-02  -7.95642396e-02]
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   -2.17169429e-02   1.72373692e-01]
 [  2.31799366e-01   1.25735799e-01   3.04974727e-02   8.33296993e-02
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   -5.04032274e-02  -1.52565420e-02]
 [  5.19503188e-02   7.78532453e-02   1.94171242e-02   4.93736936e-02
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 [  6.60424169e-02   4.84548512e-01   1.30687645e-01   4.58240149e-01
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 [ -8.40565343e-02   2.43520248e-01   2.37006914e-01   1.80956090e-03
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   -4.36977785e-02   3.64019367e-02]
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   -2.83356041e-01  -1.02110797e-01]
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   -2.10239926e-01   3.08060980e-02]
 [  7.30079347e-03  -4.60523840e-01  -1.29325955e-01  -1.66646416e-01
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   -1.68839078e-01  -2.25926430e-01]
 [  2.62918025e-02  -3.89691502e-01  -1.91164531e-01  -1.47376596e-01
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   -7.09251933e-02  -1.08553061e-02]
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 [ -8.97563915e-02  -8.86962229e-02   1.26290563e-01   1.23854693e-01
    3.09171196e-02  -1.21878272e-01   2.04896575e-01  -7.84591752e-02
    1.87530482e-01   1.76700688e-02]
 [ -1.10102758e-01  -2.96281433e-01   1.52696114e-01  -4.50037050e-01
   -5.23223344e-01   1.72610154e-01   2.19983875e-01  -1.34596568e-01
   -9.22087798e-02   1.01574485e-01]]
[[ 0.61980688]
 [ 1.88252663]
 [ 0.20575757]
 [ 0.92242357]
 [-2.93060121]
 [-0.35315689]
 [-1.91898524]
 [ 0.06084958]
 [ 0.6673345 ]
 [ 0.85533016]]
Progress: 71.4% ... Training loss: 0.244 ... Validation loss: 0.423[[  2.23829485e-01   5.05899224e-01  -8.10349109e-02   1.70146729e-01
   -2.46372834e-01  -9.53261693e-02  -1.45303258e-01   1.21608559e-01
    1.03384536e-02   3.13164874e-01]
 [  1.27797987e-02   1.17658881e-01  -1.92123270e-02   5.04933208e-02
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    1.47522103e-01  -2.26658371e-02]
 [  2.26979837e-01   6.31271005e-01   1.19897554e-02  -5.28175578e-02
    9.27029233e-01  -3.14492144e-02  -1.10882447e+00  -4.30853019e-02
    8.37418938e-02   3.29786313e-01]
 [  4.32829687e-02  -4.97063214e-01  -1.91411225e-01   2.50163281e-01
   -1.48446717e-01   1.38364014e-01   3.16033619e-01   6.27247844e-02
    1.29431349e-01   3.27155347e-01]
 [ -5.41259054e-02   1.72451422e-02  -1.46727675e-01   4.34533869e-02
   -1.25288197e-01  -1.80725671e-01   1.84596310e-01  -1.14702793e-01
   -1.95249243e-01  -7.56015467e-02]
 [ -3.99860344e-01  -6.71462548e-01  -3.06151570e-01   1.31495204e-01
   -3.71868776e-01   4.15222711e-02   3.95193994e-01  -4.26055347e-02
   -4.84710342e-02  -5.77473467e-02]
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   -1.95676629e-01  -4.19887413e-02   1.13068041e-01   1.11855790e-01
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   -2.76133083e-02   3.22506047e-02]
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   -1.80024026e-01  -2.20108305e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
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 [ -2.94147179e-01  -3.42374849e-01   9.09770960e-02   1.99630456e-01
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   -2.94030473e-01  -1.16271534e-01]
 [  8.34902631e-02  -2.46738255e-01  -2.94247072e-02   8.89728587e-02
   -6.73804609e-02  -8.29920089e-02   3.03854725e-01   7.07921526e-05
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 [  2.75282158e-02  -1.55124097e-01  -2.14390330e-01   1.28757532e-01
   -7.82907614e-02   8.34112406e-02  -8.69818503e-03  -2.12319371e-02
   -9.77724511e-02  -1.33168837e-02]
 [ -1.21379315e-01  -1.17010355e-01  -2.01437389e-01   1.56206161e-01
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 [ -5.43592216e-02  -9.60237295e-02   2.80762157e-01   1.18590675e-01
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 [  7.27117020e-02  -2.01533325e-02   8.93120830e-02   9.05044423e-02
   -7.23636382e-02  -1.94262373e-02   1.36094307e-01   1.19332263e-01
   -1.82488524e-02  -4.48190022e-02]
 [  9.27885577e-03  -1.84429198e-01  -2.95896994e-01  -6.09088763e-02
   -3.59176930e-02  -9.15498140e-02   4.28566772e-02   1.60924991e-01
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 [  5.77353568e-02  -7.92369955e-02  -1.11101810e-01   6.49623951e-02
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   -1.43977822e-01  -4.19526260e-02]
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   -1.76122971e-01  -3.76605686e-01]
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 [  1.64977635e-02  -5.72287471e-01  -4.31523382e-02  -9.99250538e-02
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   -3.60123635e-01  -2.13783807e-01]
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   -7.20575016e-02   8.71554678e-02]
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   -9.19815012e-02  -1.36786662e-01]
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   -2.67399348e-01  -3.53858524e-02]
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   -3.35816303e-02  -1.45053461e-01]
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   -1.20066455e-01   6.40676032e-02  -1.41280306e-01   2.78364106e-01
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 [  3.74549503e-01   4.05210514e-01  -7.30254591e-02   3.15501484e-01
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 [  5.90394464e-02   1.03635707e-01   2.58808852e-01   2.57576627e-01
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   -1.26001920e-01  -2.77345328e-01]
 [  2.02334152e-02  -1.18845926e-01  -1.22479941e-01  -6.43253061e-02
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 [  1.06194782e-02  -4.29000697e-02  -6.59635297e-02  -4.50032729e-02
   -7.34940504e-03  -1.85131631e-01   3.72187800e-02   1.01000266e-02
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 [  3.68913009e-02   1.25184018e-01   2.45917676e-01   8.03295329e-02
   -1.94684950e-01  -1.42816113e-01   4.59400341e-02   3.93648376e-02
   -1.82204676e-01   1.15085880e-01]
 [  8.37419826e-02   8.28705313e-02   1.09522137e-01   1.25235937e-02
   -2.16532630e-01   6.11656119e-02  -1.18780604e-02  -2.71349531e-01
   -1.01300529e-02  -7.93058603e-02]
 [ -5.93384417e-03   1.37866174e-01   8.49021512e-02  -3.78302618e-02
   -4.42462089e-02   1.76797499e-01   3.65275583e-02   1.17667873e-01
   -2.21544836e-02   1.71814112e-01]
 [  2.32020313e-01   1.26305415e-01   3.05668484e-02   8.36594528e-02
   -2.43267632e-02  -3.07821234e-02  -2.54376259e-01   1.48405522e-01
   -5.01604752e-02  -1.49393242e-02]
 [  5.16868563e-02   7.71755100e-02   1.93316435e-02   4.89778909e-02
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 [  2.21334060e-01   3.11042430e-01   2.39040235e-01   1.24231428e-01
   -6.21893099e-01   9.08888800e-02  -1.86037045e-01   1.59736908e-01
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   -4.31423593e-02   3.70593915e-02]
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   -2.83002688e-01  -1.01673021e-01]
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   -2.10017796e-01   3.10762284e-02]
 [  7.54993845e-03  -4.60278479e-01  -1.29243184e-01  -1.66282370e-01
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   -1.68557066e-01  -2.25566152e-01]
 [  2.56738494e-02  -3.92045647e-01  -1.91408763e-01  -1.48504356e-01
   -3.98496174e-01   7.54500102e-05   2.91650533e-01  -1.68159349e-01
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 [ -8.51479475e-02  -2.09691172e-02   2.78212212e-01   5.23441422e-02
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   -7.02492718e-02  -1.00625142e-02]
 [ -3.06643083e-01  -5.20646550e-03   2.93470867e-02   3.01185042e-02
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   -3.98130346e-02   1.20489961e-01]
 [  1.68081183e-01  -3.47399874e-02  -2.21814769e-01  -2.77438734e-02
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    3.17093502e-02  -1.46754396e-01]
 [  2.49310984e-01  -2.13632189e-01   7.92364269e-02   3.40792576e-02
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    1.53358333e-01  -1.18850509e-01]
 [ -9.01040900e-02  -8.94477140e-02   1.26179238e-01   1.23341088e-01
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    1.87172216e-01   1.72388835e-02]
 [ -1.10367595e-01  -2.96791664e-01   1.52617152e-01  -4.50565393e-01
   -5.24580215e-01   1.72746112e-01   2.20545313e-01  -1.34617927e-01
   -9.24579012e-02   1.01168715e-01]]
[[ 0.61852109]
 [ 1.88122568]
 [ 0.2056291 ]
 [ 0.92335392]
 [-2.93197654]
 [-0.35295675]
 [-1.9172116 ]
 [ 0.06024464]
 [ 0.66691247]
 [ 0.85547115]]
Progress: 71.5% ... Training loss: 0.243 ... Validation loss: 0.425[[  2.23343560e-01   5.04258240e-01  -8.12901592e-02   1.68995337e-01
   -2.42145750e-01  -9.49892098e-02  -1.44140726e-01   1.21537372e-01
    9.56884894e-03   3.12002130e-01]
 [  1.27266893e-02   1.17367217e-01  -1.92375166e-02   5.03745172e-02
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    1.47453111e-01  -2.27492890e-02]
 [  2.25435176e-01   6.26799424e-01   1.13578702e-02  -5.55189234e-02
    9.33615117e-01  -3.04388222e-02  -1.10515403e+00  -4.32716876e-02
    8.16637003e-02   3.27082270e-01]
 [  4.68678577e-02  -4.88081559e-01  -1.90224170e-01   2.55733226e-01
   -1.62990201e-01   1.36337764e-01   3.07421605e-01   6.30752595e-02
    1.33305051e-01   3.32005173e-01]
 [ -5.69256667e-02   1.00500896e-02  -1.47730041e-01   3.92616603e-02
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   -1.98169189e-01  -7.90424455e-02]
 [ -3.98968480e-01  -6.70092926e-01  -3.05889767e-01   1.32740787e-01
   -3.74397619e-01   4.09996911e-02   3.93105550e-01  -4.25175755e-02
   -4.75258193e-02  -5.66339190e-02]
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   -1.50932944e-01  -6.79120464e-02   1.88947875e-01  -1.95012389e-01
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 [  9.63146185e-02  -4.41111347e-01   2.28229896e-02  -1.02325231e-01
   -1.92670934e-01  -4.16195114e-02   1.14869139e-01   1.11779207e-01
    6.49841879e-02  -3.20589043e-02]
 [ -1.77161035e-01  -2.23710656e-01  -3.00397279e-01  -1.97316928e-02
   -2.14015618e-01   6.53371550e-02  -3.55952575e-02  -3.08082925e-02
    2.79751428e-01  -1.29693115e-01]
 [  1.58143756e-02  -5.11523507e-01   6.10801338e-02  -1.04263520e-01
   -4.96419025e-01  -9.83118078e-02   1.84308203e-01  -1.21106026e-01
   -2.94754573e-02   2.96315875e-02]
 [ -6.80218232e-02  -2.35104534e-01   1.08921867e-02  -1.12298609e-01
   -2.96387757e-01  -2.19133788e-03   2.63255254e-01  -1.02074511e-01
    1.57610953e-02  -8.38556532e-02]
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   -1.79992030e-01  -2.20060180e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.94014251e-01  -3.42306905e-01   9.10261409e-02   1.99846955e-01
   -1.83795056e-01  -5.87369011e-02   1.16640568e-01  -2.63097634e-01
   -2.93872803e-01  -1.16103994e-01]
 [  8.32520918e-02  -2.47455337e-01  -2.95026591e-02   8.86118031e-02
   -6.66232901e-02  -8.28584707e-02   3.04522747e-01   4.81211808e-05
    6.25714744e-03  -2.50239210e-02]
 [  2.83411534e-02  -1.53577300e-01  -2.14162625e-01   1.29851863e-01
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[[ 0.61445299]
 [ 1.87654321]
 [ 0.2035498 ]
 [ 0.92389178]
 [-2.93397876]
 [-0.35148701]
 [-1.91438237]
 [ 0.06026401]
 [ 0.66706147]
 [ 0.85566054]]
Progress: 71.5% ... Training loss: 0.244 ... Validation loss: 0.429[[  2.24141970e-01   5.07726840e-01  -8.09799167e-02   1.70394222e-01
   -2.45036831e-01  -9.54461471e-02  -1.47759220e-01   1.21615725e-01
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   -2.13534351e-01   6.15477859e-02  -1.07635291e-02  -2.71416657e-01
   -1.08729647e-02  -8.02419084e-02]
 [ -6.45823448e-03   1.36375333e-01   8.47369696e-02  -3.85602525e-02
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   -2.27146263e-02   1.71164222e-01]
 [  2.31630786e-01   1.24386805e-01   3.04018273e-02   8.29181287e-02
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   -5.06805994e-02  -1.54882968e-02]
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 [  2.21090866e-01   3.10499383e-01   2.38962350e-01   1.23909914e-01
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 [  2.57570418e-02  -3.91825074e-01  -1.91368831e-01  -1.48355661e-01
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   -7.04354866e-02  -1.01846498e-02]
 [ -3.05439432e-01  -2.55482091e-03   2.97476898e-02   3.18211224e-02
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   -3.85779772e-02   1.21734116e-01]
 [  1.67919792e-01  -3.51836992e-02  -2.21860503e-01  -2.79192062e-02
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 [  2.49267873e-01  -2.13958054e-01   7.92132146e-02   3.42464713e-02
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 [ -9.02552237e-02  -8.96405610e-02   1.26117786e-01   1.23060467e-01
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    1.86965398e-01   1.70791170e-02]
 [ -1.10169944e-01  -2.97418820e-01   1.52682693e-01  -4.50221223e-01
   -5.24551673e-01   1.72645067e-01   2.20303589e-01  -1.34602033e-01
   -9.22547442e-02   1.01553665e-01]]
[[ 0.62076402]
 [ 1.88292389]
 [ 0.20891905]
 [ 0.92880787]
 [-2.9342317 ]
 [-0.34894473]
 [-1.91237035]
 [ 0.06350383]
 [ 0.67265852]
 [ 0.85876767]]
Progress: 71.5% ... Training loss: 0.244 ... Validation loss: 0.430[[  2.23159654e-01   5.05048025e-01  -8.13160205e-02   1.68789358e-01
   -2.40205409e-01  -9.47727589e-02  -1.44207696e-01   1.21508001e-01
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    1.47698686e-01  -2.24155402e-02]
 [  2.25953226e-01   6.24528117e-01   1.15082844e-02  -5.48092522e-02
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    8.22132451e-02   3.28360244e-01]
 [  4.00345941e-02  -5.01177601e-01  -1.92400489e-01   2.45632097e-01
   -1.40707204e-01   1.40064169e-01   3.21702663e-01   6.23721511e-02
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   -1.96119829e-01  -7.58469845e-02]
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   -4.97676029e-02  -5.93620814e-02]
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   -2.10990729e-01   6.57018690e-02  -3.41166793e-02  -3.08804606e-02
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   -1.80915339e-01  -2.21104868e-01]
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   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
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 [ -2.94446772e-01  -3.43317966e-01   9.08585831e-02   1.99101716e-01
   -1.83037352e-01  -5.84589919e-02   1.17567887e-01  -2.63146000e-01
   -2.94392809e-01  -1.16816428e-01]
 [  8.24493947e-02  -2.49101300e-01  -2.97405352e-02   8.74796624e-02
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   -9.80893367e-02  -1.36546944e-02]
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 [  7.49042852e-02  -1.58641004e-02   9.00614945e-02   9.39444350e-02
   -8.10591855e-02  -2.05530262e-02   1.30982727e-01   1.19557101e-01
   -1.58696165e-02  -4.18559539e-02]
 [  7.99950367e-03  -1.88711473e-01  -2.96363585e-01  -6.29558066e-02
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   -1.76540300e-01  -3.77186528e-01]
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 [  1.61630830e-02  -5.73160846e-01  -4.32730857e-02  -1.00478525e-01
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   -3.60528286e-01  -2.14273443e-01]
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 [  3.75654404e-01   4.09018949e-01  -7.26119271e-02   3.17348545e-01
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 [  5.89781233e-02   1.03397583e-01   2.58797159e-01   2.57448113e-01
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    8.01688706e-02  -6.06747247e-02   1.11687769e-02  -1.32820300e-01
    1.52863695e-01  -1.19166368e-01]
 [ -9.07667278e-02  -9.08476528e-02   1.25937763e-01   1.22244130e-01
    3.45126955e-02  -1.21296721e-01   2.06951519e-01  -7.85673592e-02
    1.86399030e-01   1.63619640e-02]
 [ -1.10384734e-01  -2.97570777e-01   1.52609247e-01  -4.50720648e-01
   -5.25012058e-01   1.72801479e-01   2.21072133e-01  -1.34639479e-01
   -9.24998629e-02   1.01254692e-01]]
[[ 0.612011  ]
 [ 1.88098134]
 [ 0.20175857]
 [ 0.91853615]
 [-2.94196698]
 [-0.35933651]
 [-1.92605584]
 [ 0.05426734]
 [ 0.66286501]
 [ 0.84894571]]
Progress: 71.6% ... Training loss: 0.245 ... Validation loss: 0.423[[  2.19777786e-01   4.96604343e-01  -8.23925017e-02   1.63814757e-01
   -2.27114706e-01  -9.28643730e-02  -1.35405081e-01   1.21214497e-01
    5.80670109e-03   3.07852584e-01]
 [  1.29561334e-02   1.17814317e-01  -1.91494729e-02   5.07291645e-02
    5.76023830e-02  -7.96676005e-03   3.40934815e-01   4.05599269e-02
    1.47698686e-01  -2.24155402e-02]
 [  2.23994333e-01   6.18916081e-01   1.07783230e-02  -5.81214995e-02
    9.45087100e-01  -2.94682483e-02  -1.10178237e+00  -4.34227057e-02
    7.98341968e-02   3.25514918e-01]
 [  4.36360022e-02  -4.90947434e-01  -1.91123832e-01   2.51417567e-01
   -1.54124900e-01   1.38000585e-01   3.12374063e-01   6.27077541e-02
    1.29855444e-01   3.27236026e-01]
 [ -5.59450519e-02   9.31934760e-03  -1.47318408e-01   4.08010491e-02
   -1.30318056e-01  -1.79805040e-01   1.90958605e-01  -1.14854395e-01
   -1.97138890e-01  -7.73662555e-02]
 [ -4.01561661e-01  -6.76300617e-01  -3.06706652e-01   1.29007202e-01
   -3.68277484e-01   4.24145706e-02   3.99519124e-01  -4.27702332e-02
   -5.02759922e-02  -5.99616881e-02]
 [ -1.49908223e-02  -3.75661619e-01   6.32703058e-03   6.79766444e-02
   -1.56398130e-01  -6.85563772e-02   1.83996838e-01  -1.94876802e-01
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 [  9.44976479e-02  -4.48451256e-01   2.21783085e-02  -1.05246578e-01
   -1.86357003e-01  -4.04831888e-02   1.19786629e-01   1.11589794e-01
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   -2.09469736e-01   6.59417707e-02  -3.27698519e-02  -3.09242807e-02
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 [  1.55346179e-02  -5.14743315e-01   6.09931855e-02  -1.04967098e-01
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   -2.99958209e-02   2.96341066e-02]
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   -1.80602123e-01  -2.20718011e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.94468977e-01  -3.43602312e-01   9.08504321e-02   1.99064655e-01
   -1.83241285e-01  -5.84574067e-02   1.17793685e-01  -2.63146240e-01
   -2.94417330e-01  -1.16800876e-01]
 [  8.28209972e-02  -2.48506209e-01  -2.96167613e-02   8.80556520e-02
   -6.68215537e-02  -8.26989322e-02   3.05748053e-01   4.71673400e-06
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 [  2.61174068e-02  -1.58967412e-01  -2.14868357e-01   1.26688806e-01
   -7.40700069e-02   8.41916264e-02  -5.54880217e-03  -2.13635765e-02
   -9.92181104e-02  -1.50767585e-02]
 [ -1.21192754e-01  -1.16235872e-01  -2.01341651e-01   1.56482216e-01
   -3.02884747e-02   1.33768002e-01  -4.58212001e-03  -2.51406813e-01
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 [ -5.53748229e-02  -9.91267205e-02   2.80433938e-01   1.17100208e-01
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 [  7.44241963e-02  -1.67793529e-02   8.99136282e-02   9.32192908e-02
   -7.91441293e-02  -2.03454773e-02   1.31064525e-01   1.19519132e-01
   -1.64786307e-02  -4.24857862e-02]
 [  7.83014872e-03  -1.89456382e-01  -2.96428892e-01  -6.32484848e-02
   -3.06465837e-02  -9.07396772e-02   4.50995631e-02   1.60776713e-01
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 [  5.63133419e-02  -8.35308400e-02  -1.11603912e-01   6.27036093e-02
   -2.59453104e-01   3.15025264e-01   3.08146239e-01   2.04383493e-01
   -1.45655278e-01  -4.38200430e-02]
 [  2.03164119e-02   6.23399679e-03   1.28766115e-01   1.37191908e-01
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   -1.52058101e-01  -3.30160109e-01   1.32128115e-01   7.84891979e-03
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   -2.47313852e-02   1.95427565e-02]
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   -1.76310686e-01  -3.76898192e-01]
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 [  1.65585430e-02  -5.72779137e-01  -4.31446886e-02  -9.98984687e-02
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   -3.60103708e-01  -2.13716787e-01]
 [ -1.78018350e-01  -6.95612598e-01  -1.23522894e-02  -2.08913629e-01
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   -7.21737295e-02   8.71253713e-02]
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   -9.21048854e-02  -1.36952177e-01]
 [ -2.19844192e-01  -3.97983401e-01   2.47429223e-01  -2.55976545e-01
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   -2.68257223e-01  -3.62598392e-02]
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   -3.28725340e-02  -1.44150587e-01]
 [  8.03991082e-02   2.57157152e-01   1.52630965e-01  -1.31664219e-01
   -1.17666602e-01   6.45028116e-02  -1.39354507e-01   2.78284485e-01
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 [  3.76010052e-01   4.10341857e-01  -7.24621203e-02   3.17963886e-01
   -8.96657883e-01  -2.92658734e-01  -5.41698783e-01   1.78596301e-01
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 [  5.89331815e-02   1.03058843e-01   2.58778515e-01   2.57345880e-01
   -2.01037520e-02  -2.02861071e-01  -1.84114375e-01  -1.32268211e-01
   -1.26152694e-01  -2.77492602e-01]
 [  2.02672213e-02  -1.19350524e-01  -1.22481411e-01  -6.43936918e-02
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 [  1.10495827e-02  -4.27255256e-02  -6.58329642e-02  -4.43212644e-02
   -7.08666723e-03  -1.85436716e-01   3.60594791e-02   1.01416834e-02
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 [  3.67777760e-02   1.24879241e-01   2.45854858e-01   7.99718986e-02
   -1.92812738e-01  -1.42731285e-01   4.49963739e-02   3.93406255e-02
   -1.82501459e-01   1.14747390e-01]
 [  8.33290267e-02   8.11748309e-02   1.09408554e-01   1.17696706e-02
   -2.13259402e-01   6.13756520e-02  -1.11437885e-02  -2.71394745e-01
   -1.05845009e-02  -7.99062855e-02]
 [ -6.99215734e-03   1.34967833e-01   8.45612679e-02  -3.93923167e-02
   -3.98916770e-02   1.77395823e-01   3.92640601e-02   1.17569077e-01
   -2.33067592e-02   1.70411293e-01]
 [  2.30192173e-01   1.20236294e-01   2.99035287e-02   8.06430620e-02
   -1.53564771e-02  -2.97260264e-02  -2.49846665e-01   1.48218153e-01
   -5.23135020e-02  -1.75966598e-02]
 [  5.12369785e-02   7.63356966e-02   1.91925609e-02   4.83781156e-02
   -4.73890059e-01  -1.26447285e-01  -2.63319806e-01   4.11173921e-02
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 [  6.61787986e-02   4.84424280e-01   1.30747342e-01   4.58610902e-01
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 [  2.19810799e-01   3.07581308e-01   2.38565060e-01   1.22124117e-01
   -6.19591051e-01   9.17251771e-02  -1.82922859e-01   1.59598316e-01
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 [ -8.26471002e-02   2.47532013e-01   2.37464091e-01   3.96124815e-03
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   -4.21394121e-02   3.83158475e-02]
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   -2.83453961e-01  -1.02234000e-01]
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   -2.10213915e-01   3.08843786e-02]
 [  6.96994591e-03  -4.61816959e-01  -1.29436914e-01  -1.67184676e-01
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   -1.69233114e-01  -2.26333781e-01]
 [  2.45911687e-02  -3.94786611e-01  -1.91761839e-01  -1.50275629e-01
   -4.00117219e-01   7.76780218e-04   2.94024987e-01  -1.68275953e-01
    3.20471776e-02  -2.88882588e-01]
 [ -8.56728499e-02  -2.43629716e-02   2.78019430e-01   5.15545472e-02
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   -7.08619783e-02  -1.07317654e-02]
 [ -3.05857518e-01  -4.45517023e-03   2.95945828e-02   3.11169628e-02
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   -3.90381769e-02   1.21158089e-01]
 [  1.66090228e-01  -3.98632627e-02  -2.22476885e-01  -3.07458875e-02
    1.02818636e-01  -3.14575451e-01   5.87850070e-02  -1.63848531e-01
    2.95428040e-02  -1.49441062e-01]
 [  2.49560373e-01  -2.13552523e-01   7.93397262e-02   3.48058475e-02
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    1.53694463e-01  -1.18003281e-01]
 [ -9.12088588e-02  -9.23687490e-02   1.25786789e-01   1.21559742e-01
    3.64530357e-02  -1.21033995e-01   2.08409645e-01  -7.86076552e-02
    1.85936603e-01   1.58007151e-02]
 [ -1.11200760e-01  -3.00032284e-01   1.52349468e-01  -4.51922055e-01
   -5.21414199e-01   1.73287923e-01   2.23403097e-01  -1.34718339e-01
   -9.34233014e-02   1.00225178e-01]]
[[ 0.60084839]
 [ 1.86856517]
 [ 0.19192861]
 [ 0.90968012]
 [-2.94943578]
 [-0.36703134]
 [-1.93307003]
 [ 0.04538323]
 [ 0.65300138]
 [ 0.83782283]]
Progress: 71.7% ... Training loss: 0.255 ... Validation loss: 0.431[[  2.23331751e-01   5.06288775e-01  -8.12381178e-02   1.69264264e-01
   -2.38132209e-01  -9.49966652e-02  -1.44150532e-01   1.21487176e-01
    9.73377572e-03   3.12851230e-01]
 [  1.30778194e-02   1.18137224e-01  -1.91093400e-02   5.09440083e-02
    5.69606475e-02  -8.04967598e-03   3.40506121e-01   4.05704389e-02
    1.47850525e-01  -2.22308873e-02]
 [  2.24788897e-01   6.21856342e-01   1.10533821e-02  -5.67415509e-02
    9.36313167e-01  -2.99929468e-02  -1.10505186e+00  -4.33506030e-02
    8.09599132e-02   3.26778040e-01]
 [  4.28321030e-02  -4.94250340e-01  -1.91421592e-01   2.50160517e-01
   -1.53426831e-01   1.38528395e-01   3.13820360e-01   6.26331996e-02
    1.28900286e-01   3.26073975e-01]
 [ -5.46804043e-02   1.40039056e-02  -1.46821864e-01   4.31176632e-02
   -1.35654862e-01  -1.80649432e-01   1.86049112e-01  -1.14746391e-01
   -1.95549702e-01  -7.56051744e-02]
 [ -3.99939802e-01  -6.72526513e-01  -3.06228375e-01   1.31351324e-01
   -3.71565772e-01   4.14320742e-02   3.96073097e-01  -4.26535258e-02
   -4.86327238e-02  -5.77746561e-02]
 [ -1.33666062e-02  -3.71433874e-01   6.84993672e-03   7.04215191e-02
   -1.64570269e-01  -6.95917787e-02   1.78790369e-01  -1.94754821e-01
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 [  9.55773994e-02  -4.45035544e-01   2.25827409e-02  -1.03458511e-01
   -1.91394563e-01  -4.11383288e-02   1.17006682e-01   1.11683506e-01
    6.42564084e-02  -3.24657301e-02]
 [ -1.77746278e-01  -2.25745350e-01  -3.00566721e-01  -2.05919126e-02
   -2.10094337e-01   6.55987769e-02  -3.34685340e-02  -3.08834312e-02
    2.79393815e-01  -1.30467530e-01]
 [  1.88880539e-02  -5.05266658e-01   6.21328012e-02  -9.97059300e-02
   -5.06127927e-01  -1.00179482e-01   1.75710337e-01  -1.20860151e-01
   -2.62287850e-02   3.43592618e-02]
 [ -6.95972438e-02  -2.39276374e-01   1.03687704e-02  -1.14682655e-01
   -2.94223459e-01  -1.40339646e-03   2.65857632e-01  -1.02273983e-01
    1.41067297e-02  -8.58102441e-02]
 [ -1.46844526e-01  -3.69391169e-01  -7.54282587e-02   1.48092724e-02
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   -1.80901478e-01  -2.21133189e-01]
 [ -1.61078248e-01  -1.91661248e-04   6.01881779e-02   1.60681523e-02
   -1.65457976e-01  -2.17621469e-01  -1.71216073e-01  -1.97561961e-01
    8.15015872e-02   1.67341458e-01]
 [ -2.94193592e-01  -3.43103666e-01   9.09429597e-02   1.99450947e-01
   -1.83742523e-01  -5.86167599e-02   1.17451095e-01  -2.63124975e-01
   -2.94151289e-01  -1.16487366e-01]
 [  8.31178246e-02  -2.47632530e-01  -2.95271422e-02   8.84343442e-02
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[[ 0.61899378]
 [ 1.88138051]
 [ 0.20739081]
 [ 0.92709616]
 [-2.93854745]
 [-0.35347812]
 [-1.91297712]
 [ 0.06204033]
 [ 0.67064654]
 [ 0.85541906]]
Progress: 71.7% ... Training loss: 0.243 ... Validation loss: 0.426[[  2.23335094e-01   5.05180266e-01  -8.12263026e-02   1.69055297e-01
   -2.34152358e-01  -9.49722311e-02  -1.43156852e-01   1.21485734e-01
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    8.00778158e-02   3.25681964e-01]
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 [  5.95295506e-02   1.04249206e-01   2.58979684e-01   2.58150345e-01
   -2.20992706e-02  -2.03203694e-01  -1.85691568e-01  -1.32210757e-01
   -1.25532395e-01  -2.76697966e-01]
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 [  3.69456390e-02   1.24474162e-01   2.45942748e-01   8.02756812e-02
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   -1.82278475e-01   1.15085508e-01]
 [  8.48145798e-02   8.53383663e-02   1.09881859e-01   1.40008701e-02
   -2.17630646e-01   6.04264290e-02  -1.54887749e-02  -2.71285074e-01
   -8.93781857e-03  -7.78719639e-02]
 [ -7.37677539e-03   1.33997113e-01   8.44300360e-02  -4.00179979e-02
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   -2.37408469e-02   1.69871687e-01]
 [  2.29861001e-01   1.18908407e-01   2.97888034e-02   8.00825639e-02
   -1.31134546e-02  -2.95066266e-02  -2.48978295e-01   1.48180163e-01
   -5.27300577e-02  -1.82033849e-02]
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 [  2.18949429e-01   3.05476355e-01   2.38276396e-01   1.20884441e-01
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 [ -8.23692294e-02   2.48056551e-01   2.37562215e-01   4.37168004e-03
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   -4.18124069e-02   3.87393798e-02]
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 [  7.00327088e-03  -4.61630296e-01  -1.29426122e-01  -1.67164016e-01
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 [  2.75930362e-02  -3.87300237e-01  -1.90818257e-01  -1.45736614e-01
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 [ -8.44273701e-02  -2.19107674e-02   2.78418651e-01   5.33996361e-02
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   -6.95198767e-02  -9.15242899e-03]
 [ -3.03625278e-01   9.54381436e-04   3.03570954e-02   3.45034505e-02
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   -3.65754307e-02   1.24315798e-01]
 [  1.65635190e-01  -4.07363435e-02  -2.22607307e-01  -3.13586312e-02
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 [  2.49705897e-01  -2.14753990e-01   7.93636592e-02   3.48040288e-02
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    1.53726913e-01  -1.17989553e-01]
 [ -9.16729555e-02  -9.35400167e-02   1.25642025e-01   1.20833012e-01
    3.75305406e-02  -1.20747945e-01   2.08969344e-01  -7.86518851e-02
    1.85435303e-01   1.51712597e-02]
 [ -1.10002268e-01  -2.96906954e-01   1.52781683e-01  -4.50093786e-01
   -5.25676495e-01   1.72518064e-01   2.20767054e-01  -1.34612222e-01
   -9.19416385e-02   1.02211338e-01]]
[[ 0.62405776]
 [ 1.88384513]
 [ 0.21337309]
 [ 0.93331835]
 [-2.93801286]
 [-0.3457697 ]
 [-1.90435048]
 [ 0.06826298]
 [ 0.67725451]
 [ 0.86243358]]
Progress: 71.8% ... Training loss: 0.245 ... Validation loss: 0.431[[  2.25178656e-01   5.10824947e-01  -8.04986970e-02   1.72146470e-01
   -2.41835315e-01  -9.59485904e-02  -1.47577652e-01   1.21701269e-01
    1.18739212e-02   3.15670537e-01]
 [  1.30913207e-02   1.18168174e-01  -1.91085564e-02   5.09461611e-02
    5.68254929e-02  -8.05008187e-03   3.40450174e-01   4.05707609e-02
    1.47846068e-01  -2.22295309e-02]
 [  2.26878766e-01   6.23280272e-01   1.18309172e-02  -5.34341640e-02
    9.24617216e-01  -3.12053846e-02  -1.10828948e+00  -4.31001290e-02
    8.33190863e-02   3.29831418e-01]
 [  3.87373610e-02  -5.01053938e-01  -1.92772998e-01   2.44902701e-01
   -1.45777925e-01   1.40694892e-01   3.19903934e-01   6.21773420e-02
    1.24237949e-01   3.20770266e-01]
 [ -5.48859356e-02   1.11614909e-02  -1.46929513e-01   4.31547843e-02
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   -1.95971306e-01  -7.61424558e-02]
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   -4.70456759e-02  -5.57681430e-02]
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   -2.07112348e-01  -4.30356362e-02   1.06991707e-01   1.12053133e-01
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   -2.12192714e-01   6.52445082e-02  -3.46685845e-02  -3.08252083e-02
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   -5.13390216e-01  -1.01596836e-01   1.68564166e-01  -1.20607896e-01
   -2.35385835e-02   3.78489136e-02]
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   -1.81484863e-01  -2.21917507e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.94031755e-01  -3.42716722e-01   9.09992564e-02   1.99619776e-01
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   -2.94010680e-01  -1.16248102e-01]
 [  8.36268189e-02  -2.46055130e-01  -2.93378030e-02   8.92587450e-02
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 [  2.79862759e-02  -1.53884251e-01  -2.14302894e-01   1.29402237e-01
   -7.73388677e-02   8.31465763e-02  -1.02033574e-02  -2.12000650e-02
   -9.72412556e-02  -1.25985622e-02]
 [ -1.21893887e-01  -1.18086796e-01  -2.01524451e-01   1.55562173e-01
   -2.90832089e-02   1.34164113e-01  -3.37706756e-03  -2.51467757e-01
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 [ -5.69235448e-02  -1.04031623e-01   2.79880849e-01   1.14685724e-01
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    9.10272345e-02   6.87712217e-02]
 [  7.71527511e-02  -9.78507258e-03   9.08380007e-02   9.73546145e-02
   -9.15505050e-02  -2.19679406e-02   1.24139987e-01   1.19762705e-01
   -1.33792231e-02  -3.86435944e-02]
 [  8.74943994e-03  -1.87948554e-01  -2.96107004e-01  -6.17356046e-02
   -3.53882061e-02  -9.12598511e-02   4.33575884e-02   1.60858220e-01
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 [  5.81477283e-02  -7.83603001e-02  -1.10961761e-01   6.55796524e-02
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   -1.43586343e-01  -4.13810224e-02]
 [  2.11795541e-02   8.68623225e-03   1.29093055e-01   1.38389292e-01
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   -1.19375835e-01  -2.01517791e-01   2.84171777e-03  -2.15880484e-02
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   -3.52372485e-01   6.13714611e-03   9.71226542e-02  -2.72197889e-02
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   -1.76258916e-01  -3.76853778e-01]
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 [  1.69606514e-02  -5.71931468e-01  -4.30249283e-02  -9.92470466e-02
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   -3.59634082e-01  -2.13151287e-01]
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   -7.18176135e-02   8.75802494e-02]
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   -9.19684415e-02  -1.36733930e-01]
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   -2.68490672e-01  -3.64824847e-02]
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   -3.22542103e-02  -1.43350853e-01]
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 [  3.78631837e-01   4.17840636e-01  -7.15860619e-02   3.21838070e-01
   -9.02496520e-01  -2.94107329e-01  -5.48613795e-01   1.78822291e-01
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 [  5.99813252e-02   1.05163840e-01   2.59142815e-01   2.58825973e-01
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 [  3.66529007e-02   1.23569126e-01   2.45840847e-01   7.97968331e-02
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   -1.82595555e-01   1.14693865e-01]
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   -8.87819858e-03  -7.77694618e-02]
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   -2.39061489e-02   1.69649290e-01]
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   -5.19449960e-02  -1.72147686e-02]
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 [  6.57857417e-02   4.83116004e-01   1.30622059e-01   4.58110208e-01
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   -4.20406244e-02   3.84369621e-02]
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   -2.83562166e-01  -1.02364555e-01]
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   -2.09826651e-01   3.13529987e-02]
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   -1.69532056e-01  -2.26708251e-01]
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   -6.98898732e-02  -9.63376556e-03]
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   -3.66477676e-02   1.24203232e-01]
 [  1.64775564e-01  -4.31564210e-02  -2.22893261e-01  -3.26236049e-02
    1.06448859e-01  -3.13936008e-01   6.12424401e-02  -1.63977609e-01
    2.81054707e-02  -1.51188625e-01]
 [  2.50522827e-01  -2.12385187e-01   7.96937014e-02   3.62680988e-02
    7.52836157e-02  -6.17736697e-02   7.24336790e-03  -1.32645688e-01
    1.54761303e-01  -1.16804886e-01]
 [ -9.05689856e-02  -9.05396264e-02   1.26003760e-01   1.22400000e-01
    3.55019452e-02  -1.21266846e-01   2.06115280e-01  -7.85399445e-02
    1.86623226e-01   1.65259616e-02]
 [ -1.09966499e-01  -2.96085110e-01   1.52791772e-01  -4.50112745e-01
   -5.26814472e-01   1.72513726e-01   2.20601220e-01  -1.34607918e-01
   -9.18482384e-02   1.02453273e-01]]
[[ 0.6324841 ]
 [ 1.89322253]
 [ 0.21926729]
 [ 0.93690589]
 [-2.93304649]
 [-0.34241736]
 [-1.90350091]
 [ 0.0745268 ]
 [ 0.68279361]
 [ 0.86753878]]
Progress: 71.8% ... Training loss: 0.250 ... Validation loss: 0.433[[  2.20672730e-01   4.99016741e-01  -8.21213585e-02   1.65489639e-01
   -2.25005742e-01  -9.35147574e-02  -1.36050468e-01   1.21179444e-01
    6.90570725e-03   3.09712654e-01]
 [  1.29718467e-02   1.17880321e-01  -1.91543122e-02   5.07670549e-02
    5.70060979e-02  -7.96971061e-03   3.40347721e-01   4.05553448e-02
    1.47694129e-01  -2.24147867e-02]
 [  2.26083644e-01   6.17897796e-01   1.15514951e-02  -5.40715932e-02
    9.34545493e-01  -3.08683028e-02  -1.10231756e+00  -4.31637603e-02
    8.25824517e-02   3.29070272e-01]
 [  3.95162630e-02  -4.96207407e-01  -1.92405287e-01   2.46531439e-01
   -1.45315535e-01   1.40359734e-01   3.16500112e-01   6.22617516e-02
    1.24949469e-01   3.21819538e-01]
 [ -5.62234554e-02   7.30353296e-03  -1.47371561e-01   4.09077153e-02
   -1.31265536e-01  -1.79690404e-01   1.90749152e-01  -1.14885695e-01
   -1.97389609e-01  -7.77188107e-02]
 [ -4.00522669e-01  -6.72083199e-01  -3.06479804e-01   1.30152454e-01
   -3.70479153e-01   4.18187052e-02   3.94879844e-01  -4.27576073e-02
   -4.93926805e-02  -5.86519061e-02]
 [ -1.55076682e-02  -3.78099748e-01   6.14124241e-03   6.71393328e-02
   -1.57426003e-01  -6.84932959e-02   1.85406057e-01  -1.94978508e-01
    1.90873769e-01   4.68579533e-02]
 [  9.69694891e-02  -4.42340120e-01   2.30479487e-02  -1.01011430e-01
   -1.98267976e-01  -4.18636193e-02   1.12371628e-01   1.11806047e-01
    6.55768912e-02  -3.07066112e-02]
 [ -1.78572261e-01  -2.28249324e-01  -3.00868002e-01  -2.17616147e-02
   -2.07069034e-01   6.60028517e-02  -3.08014441e-02  -3.09913411e-02
    2.78580209e-01  -1.31761284e-01]
 [  1.64738856e-02  -5.11137317e-01   6.12177898e-02  -1.03775231e-01
   -4.97773252e-01  -9.89190399e-02   1.80428182e-01  -1.21189265e-01
   -2.89046235e-02   3.12354606e-02]
 [ -6.82851883e-02  -2.37349797e-01   1.08415880e-02  -1.12607607e-01
   -2.98775657e-01  -2.10213931e-03   2.63093610e-01  -1.02130099e-01
    1.55583810e-02  -8.40941312e-02]
 [ -1.47737075e-01  -3.71323836e-01  -7.57248658e-02   1.38516995e-02
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   -1.81879433e-01  -2.22327177e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.94705518e-01  -3.43770880e-01   9.07311489e-02   1.98489093e-01
   -1.82469511e-01  -5.82899238e-02   1.17683305e-01  -2.63203459e-01
   -2.94839349e-01  -1.17224469e-01]
 [  8.23907713e-02  -2.48536315e-01  -2.97749670e-02   8.73607047e-02
   -6.61091684e-02  -8.24830623e-02   3.05693500e-01  -6.82091485e-05
    5.30544153e-03  -2.61301177e-02]
 [  2.77346119e-02  -1.54405694e-01  -2.14382375e-01   1.28984480e-01
   -7.73540587e-02   8.32706504e-02  -9.97750308e-03  -2.12278902e-02
   -9.74904960e-02  -1.29326842e-02]
 [ -1.21851089e-01  -1.17617553e-01  -2.01512228e-01   1.55593401e-01
   -2.87962277e-02   1.34130680e-01  -3.66694596e-03  -2.51458146e-01
    7.18724438e-02  -1.91453071e-01]
 [ -5.67402341e-02  -1.03755751e-01   2.79924688e-01   1.14894154e-01
    4.30167821e-02  -6.80392595e-02  -9.28811738e-02   1.20644988e-01
    9.12734457e-02   6.90710719e-02]
 [  7.61113463e-02  -1.29756154e-02   9.04586269e-02   9.57908774e-02
   -8.65236487e-02  -2.13597930e-02   1.27058974e-01   1.19630659e-01
   -1.45694669e-02  -4.00908082e-02]
 [  7.52229177e-03  -1.91920276e-01  -2.96565309e-01  -6.34142942e-02
   -3.00985908e-02  -9.05664774e-02   4.64486784e-02   1.60711314e-01
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 [  5.79699306e-02  -7.87906361e-02  -1.11026129e-01   6.53803087e-02
   -2.68159561e-01   3.14037189e-01   3.02462651e-01   2.04547540e-01
   -1.43762624e-01  -4.14894385e-02]
 [  2.09473633e-02   8.70904056e-03   1.29028081e-01   1.38098232e-01
   -1.81783297e-02   9.72323897e-02  -6.95282232e-02  -4.07050347e-02
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 [  1.10219957e-01   7.81118393e-02  -4.36965909e-02  -1.01483371e-01
   -1.49516582e-01  -3.29819567e-01   1.34716428e-01   7.74753922e-03
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 [ -1.15172155e-01  -1.25802351e-01  -1.94450398e-02   8.00257213e-03
   -1.19561182e-01  -2.01552977e-01   2.70452239e-03  -2.15794594e-02
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   -3.52312358e-01   6.11664080e-03   9.72287018e-02  -2.72158153e-02
   -2.42097339e-02   2.00347270e-02]
 [ -2.66202819e-02  -1.97010593e-01  -7.39059890e-02  -1.19401947e-01
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   -1.76861581e-01  -3.77582951e-01]
 [ -1.64366587e-02  -5.18609298e-01  -3.19908443e-02  -7.37989936e-02
    6.51773328e-01   9.96906189e-02   6.18012228e-01   9.11104889e-02
    2.95146439e-02  -3.91414170e-01]
 [  1.68162051e-02  -5.72420789e-01  -4.30839117e-02  -9.94735667e-02
    6.54939969e-01   1.92200414e-02   5.81582303e-01   4.87465178e-02
   -3.59795722e-01  -2.13305240e-01]
 [ -1.78075487e-01  -6.95752502e-01  -1.23974720e-02  -2.09057896e-01
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   -7.22953226e-02   8.70560141e-02]
 [ -3.07498738e-01  -5.34072262e-01   5.32567228e-02  -5.24295995e-02
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   -9.20571660e-02  -1.36854396e-01]
 [ -2.20143654e-01  -3.98862290e-01   2.47312215e-01  -2.56443371e-01
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   -2.68607641e-01  -3.66245045e-02]
 [ -1.53865147e-01  -2.84074099e-01  -1.89445799e-01  -1.31910717e-01
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   -3.31761347e-02  -1.44420448e-01]
 [  8.17825843e-02   2.61528755e-01   1.53159380e-01  -1.29185259e-01
   -1.25767142e-01   6.36475816e-02  -1.44559075e-01   2.78430616e-01
    4.10122418e-02   1.48918853e-01]
 [  3.78635783e-01   4.18533927e-01  -7.15652965e-02   3.21935968e-01
   -9.03312500e-01  -2.94134607e-01  -5.49058996e-01   1.78827427e-01
    4.17706573e-01   1.66239316e-02]
 [  5.97688428e-02   1.03973140e-01   2.59074849e-01   2.58516840e-01
   -2.15169772e-02  -2.03350712e-01  -1.85552543e-01  -1.32185208e-01
   -1.25237618e-01  -2.76455268e-01]
 [  2.10214479e-02  -1.18100312e-01  -1.22275133e-01  -6.34384236e-02
    2.28175097e-01   3.88880556e-02  -1.44753966e-02  -1.86244764e-01
    2.67282760e-02   1.99974051e-01]
 [  1.18264091e-02  -4.15266448e-02  -6.56201019e-02  -4.33614622e-02
   -7.91519171e-03  -1.85921412e-01   3.45701168e-02   1.01952467e-02
    4.28527087e-02   1.07497682e-02]
 [  3.62848888e-02   1.22685567e-01   2.45719722e-01   7.92673911e-02
   -1.88771944e-01  -1.42526064e-01   4.68762729e-02   3.92799482e-02
   -1.82989509e-01   1.14183016e-01]
 [  8.40793093e-02   8.33923905e-02   1.09636965e-01   1.29457303e-02
   -2.14382324e-01   6.08051455e-02  -1.38698853e-02  -2.71367403e-01
   -9.69825682e-03  -7.87754967e-02]
 [ -7.55945217e-03   1.33505558e-01   8.43644935e-02  -4.02982518e-02
   -3.76654135e-02   1.77742038e-01   4.04921625e-02   1.17512135e-01
   -2.39350433e-02   1.69618599e-01]
 [  2.31044983e-01   1.21953872e-01   3.01682091e-02   8.17061678e-02
   -1.77448535e-02  -3.01587969e-02  -2.51374606e-01   1.48312617e-01
   -5.14113740e-02  -1.65678287e-02]
 [  5.13597076e-02   7.74962780e-02   1.92474296e-02   4.84832431e-02
   -4.75069157e-01  -1.26471293e-01  -2.64053411e-01   4.11510696e-02
    1.22462859e-01   1.99637713e-01]
 [  6.49190482e-02   4.80687752e-01   1.30286314e-01   4.56679079e-01
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 [  1.69080682e-01   4.74016374e-01   6.71538415e-02   4.29713529e-01
   -1.28872045e+00  -7.55637379e-02  -3.87657151e-01   1.50297714e-01
    2.15233315e-01   4.64280591e-01]
 [  2.18085767e-01   3.03280502e-01   2.37966813e-01   1.19612023e-01
   -6.15526600e-01   9.27193423e-02  -1.79082955e-01   1.59420962e-01
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 [ -8.26812998e-02   2.47580643e-01   2.37463458e-01   3.96856421e-03
   -1.20024834e-01   1.35415809e-01  -1.04415795e-01  -1.63582616e-02
   -4.21083464e-02   3.83565766e-02]
 [ -1.08413408e-01   1.26922442e-02   2.05932101e-02   7.95770718e-02
   -8.33061549e-02   1.19960495e-01   2.22955696e-01   1.85268358e-02
   -2.83984788e-01  -1.02869849e-01]
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   -2.10316349e-01   3.07264508e-02]
 [  6.57110117e-03  -4.62577104e-01  -1.29584091e-01  -1.67814415e-01
    3.68177160e-01   2.61038574e-02   2.10849707e-01   1.51641929e-01
   -1.69679931e-01  -2.26888968e-01]
 [  2.61793207e-02  -3.90964827e-01  -1.91321045e-01  -1.47808783e-01
   -4.12645125e-01  -2.49015027e-04   2.88146142e-01  -1.68194189e-01
    3.36868545e-02  -2.86641979e-01]
 [ -8.57112943e-02  -2.49799576e-02   2.77964901e-01   5.14999669e-02
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   -7.09160984e-02  -1.09858516e-02]
 [ -3.04639608e-01  -2.57909477e-03   3.00058238e-02   3.30973385e-02
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   -3.76988344e-02   1.22948658e-01]
 [  1.64894499e-01  -4.25203636e-02  -2.22830424e-01  -3.24526526e-02
    1.05851208e-01  -3.14030874e-01   6.06589354e-02  -1.63956520e-01
    2.82500481e-02  -1.51133010e-01]
 [  2.50842793e-01  -2.11656915e-01   7.98319300e-02   3.68381479e-02
    7.44412672e-02  -6.19737583e-02   6.45078015e-03  -1.32603213e-01
    1.55139159e-01  -1.16388270e-01]
 [ -9.12228129e-02  -9.17562977e-02   1.25761440e-01   1.21405944e-01
    3.82261969e-02  -1.20887057e-01   2.07499679e-01  -7.86241538e-02
    1.85869396e-01   1.55658456e-02]
 [ -1.11391399e-01  -2.98866345e-01   1.52230027e-01  -4.52233167e-01
   -5.22449134e-01   1.73348962e-01   2.24075581e-01  -1.34791307e-01
   -9.34770399e-02   1.00736125e-01]]
[[ 0.61449971]
 [ 1.88005749]
 [ 0.20207023]
 [ 0.91888359]
 [-2.94509603]
 [-0.35839772]
 [-1.92615091]
 [ 0.05670417]
 [ 0.66415794]
 [ 0.84791361]]
Progress: 71.8% ... Training loss: 0.245 ... Validation loss: 0.423[[  2.23505476e-01   5.07670595e-01  -8.11690738e-02   1.69469396e-01
   -2.35542686e-01  -9.51962043e-02  -1.44126653e-01   1.21442572e-01
    9.92946176e-03   3.13752811e-01]
 [  1.27738502e-02   1.17632789e-01  -1.92197307e-02   5.05151036e-02
    5.75630613e-02  -7.87585261e-03   3.40257840e-01   4.05375382e-02
    1.47461445e-01  -2.26117107e-02]
 [  2.27719654e-01   6.23079737e-01   1.20886668e-02  -5.17758261e-02
    9.28287731e-01  -3.19231539e-02  -1.10852914e+00  -4.30244844e-02
    8.45821577e-02   3.31814254e-01]
 [  3.98135271e-02  -4.96984155e-01  -1.92349590e-01   2.46586768e-01
   -1.42661161e-01   1.40255367e-01   3.14334463e-01   6.22776914e-02
    1.25155754e-01   3.22183295e-01]
 [ -5.45180400e-02   1.04715338e-02  -1.46792223e-01   4.38445720e-02
   -1.33471873e-01  -1.80763061e-01   1.87471813e-01  -1.14742570e-01
   -1.95632892e-01  -7.55489846e-02]
 [ -4.00567638e-01  -6.72637453e-01  -3.06486811e-01   1.30069847e-01
   -3.72690315e-01   4.18091332e-02   3.95233058e-01  -4.27577954e-02
   -4.95210729e-02  -5.87484392e-02]
 [ -1.40963389e-02  -3.74279592e-01   6.59021722e-03   6.89617544e-02
   -1.60875025e-01  -6.92839250e-02   1.81091183e-01  -1.94871085e-01
    1.92336156e-01   4.87205755e-02]
 [  9.96528373e-02  -4.35072276e-01   2.39450569e-02  -9.70237211e-02
   -2.10983433e-01  -4.35094315e-02   1.04791379e-01   1.12061862e-01
    6.85169753e-02  -2.69001897e-02]
 [ -1.78146692e-01  -2.27393530e-01  -3.00726943e-01  -2.11113767e-02
   -2.08268049e-01   6.57759274e-02  -3.19636621e-02  -3.09534624e-02
    2.79114708e-01  -1.31181424e-01]
 [  1.82818360e-02  -5.05701354e-01   6.18233909e-02  -1.01049574e-01
   -5.07487129e-01  -1.00045205e-01   1.75132205e-01  -1.21031109e-01
   -2.68860988e-02   3.38566769e-02]
 [ -6.62447512e-02  -2.31799110e-01   1.15342397e-02  -1.09617187e-01
   -3.07577067e-01  -3.29717905e-03   2.56969649e-01  -1.01941634e-01
    1.77208205e-02  -8.13528507e-02]
 [ -1.47110186e-01  -3.70920944e-01  -7.55429838e-02   1.45133844e-02
    1.21273643e-01   1.08756850e-01   2.97000760e-01  -1.90191690e-02
   -1.81251819e-01  -2.21537303e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.94478190e-01  -3.43505921e-01   9.08221844e-02   1.98921920e-01
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[[ 0.63052431]
 [ 1.8905326 ]
 [ 0.21500138]
 [ 0.93342774]
 [-2.93254299]
 [-0.34482172]
 [-1.90913464]
 [ 0.07113562]
 [ 0.68066008]
 [ 0.86335636]]
Progress: 71.9% ... Training loss: 0.246 ... Validation loss: 0.427[[  2.23741173e-01   5.08983921e-01  -8.11070299e-02   1.70015717e-01
   -2.35500340e-01  -9.52867719e-02  -1.44242833e-01   1.21470358e-01
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   -9.02368406e-01  -2.94179399e-01  -5.49418067e-01   1.78826644e-01
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 [  6.00732329e-02   1.04311833e-01   2.59195631e-01   2.58958841e-01
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 [  3.68324534e-02   1.24127163e-01   2.45889981e-01   8.00786790e-02
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   -1.82401102e-01   1.14947562e-01]
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   -2.14560567e-01   6.06416698e-02  -1.45563169e-02  -2.71347370e-01
   -9.44079074e-03  -7.84231041e-02]
 [ -6.39590234e-03   1.37042274e-01   8.47818763e-02  -3.84756100e-02
   -4.31945531e-02   1.76954201e-01   3.78031976e-02   1.17626277e-01
   -2.25332830e-02   1.71383908e-01]
 [  2.31130812e-01   1.22116407e-01   3.01890031e-02   8.18281161e-02
   -1.82642899e-02  -3.02045064e-02  -2.51731762e-01   1.48319002e-01
   -5.13501425e-02  -1.64925644e-02]
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 [  2.18195990e-01   3.04035966e-01   2.38023355e-01   1.19913590e-01
   -6.18062083e-01   9.26701535e-02  -1.79285712e-01   1.59436436e-01
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 [  2.81812633e-02  -3.85470592e-01  -1.90647876e-01  -1.44719318e-01
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 [ -8.62966166e-02  -2.67922826e-02   2.77749097e-01   5.06717947e-02
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   -7.15940438e-02  -1.16667921e-02]
 [ -3.04354566e-01  -2.16779117e-03   3.00922800e-02   3.33906419e-02
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   -3.74617208e-02   1.23228165e-01]
 [  1.65715092e-01  -4.00684982e-02  -2.22477728e-01  -3.08850788e-02
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 [  2.50996985e-01  -2.12707521e-01   7.98323193e-02   3.70185902e-02
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 [ -9.13829243e-02  -9.18641870e-02   1.25687794e-01   1.21065994e-01
    3.86508079e-02  -1.20788736e-01   2.07715190e-01  -7.86534235e-02
    1.85520350e-01   1.52283829e-02]
 [ -1.11241116e-01  -2.97401153e-01   1.52224444e-01  -4.52182843e-01
   -5.27103716e-01   1.73317556e-01   2.23414696e-01  -1.34782742e-01
   -9.34390937e-02   1.00682346e-01]]
[[ 0.62671799]
 [ 1.89281982]
 [ 0.21060413]
 [ 0.92541369]
 [-2.93682546]
 [-0.35124249]
 [-1.92041758]
 [ 0.06567064]
 [ 0.6740347 ]
 [ 0.85730529]]
Progress: 72.0% ... Training loss: 0.244 ... Validation loss: 0.421[[  2.23100406e-01   5.08298695e-01  -8.13326523e-02   1.69182088e-01
   -2.31924093e-01  -9.47563250e-02  -1.42164009e-01   1.21410585e-01
    9.71856747e-03   3.13845873e-01]
 [  1.29840950e-02   1.18403176e-01  -1.91246544e-02   5.09619886e-02
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    1.47807923e-01  -2.22534952e-02]
 [  2.30442345e-01   6.28463515e-01   1.30562892e-02  -4.71005771e-02
    9.19564172e-01  -3.35263383e-02  -1.11157323e+00  -4.26925205e-02
    8.79791589e-02   3.36444885e-01]
 [  3.30036290e-02  -5.14470024e-01  -1.94555451e-01   2.37969022e-01
   -1.18486184e-01   1.43974548e-01   3.31183271e-01   6.15505153e-02
    1.18257848e-01   3.13891699e-01]
 [ -5.10328607e-02   1.83782634e-02  -1.45583202e-01   4.92415113e-02
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   -1.91937393e-01  -7.06399252e-02]
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   -5.12903620e-02  -6.09512346e-02]
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   -2.12739543e-01  -4.34993078e-02   1.06009534e-01   1.12080206e-01
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   -2.04800122e-01   6.62498149e-02  -2.98766475e-02  -3.10437725e-02
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   -5.10409758e-01  -1.00062474e-01   1.75304267e-01  -1.21018072e-01
   -2.66123806e-02   3.41501549e-02]
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   -1.82501193e-01  -2.23091141e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95380036e-01  -3.45302681e-01   9.04683557e-02   1.97344852e-01
   -1.81619148e-01  -5.78833373e-02   1.18882327e-01  -2.63290976e-01
   -2.95667168e-01  -1.18339315e-01]
 [  8.24786263e-02  -2.47948684e-01  -2.97484401e-02   8.73274584e-02
   -6.73925679e-02  -8.24917797e-02   3.04629179e-01  -6.15553337e-05
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 [  2.70133728e-02  -1.57083512e-01  -2.14627781e-01   1.27938676e-01
   -7.49180970e-02   8.36527117e-02  -7.05547760e-03  -2.13011355e-02
   -9.82950605e-02  -1.39362546e-02]
 [ -1.20602306e-01  -1.14498797e-01  -2.01103301e-01   1.57481505e-01
   -3.32054823e-02   1.33438526e-01  -6.82243997e-03  -2.51360270e-01
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 [ -5.61083158e-02  -1.01678614e-01   2.80100699e-01   1.15890701e-01
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 [  7.50890510e-02  -1.60604424e-02   9.00619368e-02   9.39799003e-02
   -8.05990907e-02  -2.06977395e-02   1.29367975e-01   1.19491340e-01
   -1.58440188e-02  -4.16504016e-02]
 [  9.94834016e-03  -1.85347016e-01  -2.95690460e-01  -5.95646582e-02
   -4.29358259e-02  -9.20502130e-02   4.03426628e-02   1.60977770e-01
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 [  5.77096452e-02  -8.01161781e-02  -1.11129130e-01   6.51004067e-02
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   -1.47496238e-01  -3.29582391e-01   1.35533979e-01   7.70458135e-03
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   -1.21458926e-01  -2.01839711e-01   1.23337090e-03  -2.15247932e-02
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   -2.54253306e-02   1.83488133e-02]
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   -1.76725034e-01  -3.77400604e-01]
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 [  1.63286660e-02  -5.73987025e-01  -4.32627701e-02  -1.00248074e-01
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   -3.60313996e-01  -2.13979980e-01]
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   -7.22022825e-02   8.72272551e-02]
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   -9.23288987e-02  -1.37099371e-01]
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   -2.68433112e-01  -3.63427706e-02]
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 [  3.78552816e-01   4.18831698e-01  -7.15586483e-02   3.21828967e-01
   -9.01713997e-01  -2.94031060e-01  -5.49234320e-01   1.78812700e-01
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 [  5.99910828e-02   1.04042618e-01   2.59180914e-01   2.58838243e-01
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   -1.24956938e-01  -2.76125242e-01]
 [  2.09832015e-02  -1.18376259e-01  -1.22298861e-01  -6.35440629e-02
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 [  1.21101418e-02  -4.05524647e-02  -6.55478297e-02  -4.30647085e-02
   -8.92782882e-03  -1.86080213e-01   3.33812955e-02   1.02098523e-02
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 [  3.70990687e-02   1.24938621e-01   2.45980341e-01   8.04396382e-02
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   -1.82121265e-01   1.15314139e-01]
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   -9.27218425e-03  -7.82170992e-02]
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   -2.27474013e-02   1.71141594e-01]
 [  2.31751480e-01   1.24056217e-01   3.03925735e-02   8.27585759e-02
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   -5.06125895e-02  -1.55872269e-02]
 [  5.20497814e-02   7.94075562e-02   1.94745326e-02   4.94957228e-02
   -4.77637867e-01  -1.26845793e-01  -2.65800734e-01   4.12166159e-02
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 [  6.48935437e-02   4.80727941e-01   1.30258510e-01   4.56791842e-01
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   -4.27122285e-02   3.76386757e-02]
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   -2.83606951e-01  -1.02425442e-01]
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   -2.10651835e-01   3.03782807e-02]
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   -1.70191645e-01  -2.27537129e-01]
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   -4.26951499e-01  -1.72713349e-03   2.82238595e-01  -1.67938008e-01
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   -7.15258029e-02  -1.16001771e-02]
 [ -3.05441855e-01  -5.59738060e-03   2.97141297e-02   3.17854667e-02
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   -3.86296159e-02   1.22025958e-01]
 [  1.65827424e-01  -3.92335148e-02  -2.22440060e-01  -3.07332906e-02
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 [  2.51565076e-01  -2.10953321e-01   8.00344857e-02   3.78686700e-02
    7.21968704e-02  -6.24273239e-02   4.87364734e-03  -1.32545158e-01
    1.55960816e-01  -1.15244347e-01]
 [ -9.27490183e-02  -9.57421556e-02   1.25213971e-01   1.19196318e-01
    4.33799946e-02  -1.19970836e-01   2.11667850e-01  -7.88008582e-02
    1.84101777e-01   1.34480983e-02]
 [ -1.10840138e-01  -2.96174150e-01   1.52337976e-01  -4.51689747e-01
   -5.28652074e-01   1.73125304e-01   2.22730667e-01  -1.34743227e-01
   -9.30226732e-02   1.01272653e-01]]
[[ 0.62649067]
 [ 1.89484368]
 [ 0.20924289]
 [ 0.92074511]
 [-2.93807536]
 [-0.35604762]
 [-1.92798903]
 [ 0.06143278]
 [ 0.67082477]
 [ 0.85375694]]
Progress: 72.0% ... Training loss: 0.246 ... Validation loss: 0.417[[  2.22975985e-01   5.08197756e-01  -8.13410371e-02   1.69034580e-01
   -2.32772602e-01  -9.47510146e-02  -1.41846411e-01   1.21414121e-01
    9.71169768e-03   3.13725435e-01]
 [  1.31448101e-02   1.18825844e-01  -1.90820507e-02   5.11935456e-02
    5.55623640e-02  -8.08655561e-03   3.39335625e-01   4.05865106e-02
    1.47961877e-01  -2.20510556e-02]
 [  2.30404232e-01   6.28133136e-01   1.31139263e-02  -4.69344554e-02
    9.18393400e-01  -3.36112473e-02  -1.11218348e+00  -4.26702668e-02
    8.80860190e-02   3.36750753e-01]
 [  3.58249172e-02  -5.06338327e-01  -1.93597900e-01   2.42480608e-01
   -1.33610676e-01   1.42315305e-01   3.23760255e-01   6.18482643e-02
    1.21498048e-01   3.18184842e-01]
 [ -4.99210882e-02   1.97059175e-02  -1.45223098e-01   5.08132517e-02
   -1.46068032e-01  -1.83393977e-01   1.74848236e-01  -1.14233102e-01
   -1.90558737e-01  -6.94962259e-02]
 [ -4.02160584e-01  -6.75890333e-01  -3.07103781e-01   1.27351007e-01
   -3.70332447e-01   4.28375736e-02   3.98164548e-01  -4.29606344e-02
   -5.14842793e-02  -6.12694013e-02]
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   -1.57943864e-01  -6.85877758e-02   1.86719824e-01  -1.94988379e-01
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   -2.19727376e-01  -4.43311617e-02   1.02176079e-01   1.12234043e-01
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   -2.05541688e-01   6.60857921e-02  -3.08075536e-02  -3.10105410e-02
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   -2.77550255e-02   3.26181049e-02]
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   -1.80411473e-01  -2.20537631e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95251171e-01  -3.44860130e-01   9.05120127e-02   1.97505665e-01
   -1.81747213e-01  -5.79515434e-02   1.18648243e-01  -2.63279368e-01
   -2.95542736e-01  -1.18205862e-01]
 [  8.20380641e-02  -2.49056787e-01  -2.98984583e-02   8.66457499e-02
   -6.62407586e-02  -8.22531170e-02   3.05478194e-01  -1.06468816e-04
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 [  2.67874743e-02  -1.58253183e-01  -2.14711380e-01   1.27569760e-01
   -7.38904485e-02   8.37514018e-02  -5.84170370e-03  -2.13192776e-02
   -9.85165256e-02  -1.42821075e-02]
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   -3.18885773e-02   1.33719437e-01  -4.83811696e-03  -2.51402816e-01
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 [ -5.56902038e-02  -1.00457384e-01   2.80246885e-01   1.16549755e-01
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 [  7.48911468e-02  -1.69396341e-02   8.99882109e-02   9.36563159e-02
   -8.01412420e-02  -2.05609684e-02   1.30131081e-01   1.19468750e-01
   -1.60420826e-02  -4.19754544e-02]
 [  1.06072014e-02  -1.83857651e-01  -2.95478441e-01  -5.86109692e-02
   -4.62795930e-02  -9.24467647e-02   3.83026310e-02   1.61045014e-01
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 [  5.78986291e-02  -8.00999105e-02  -1.11061689e-01   6.54088832e-02
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   -1.43816817e-01  -4.14281605e-02]
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   -2.50983546e-02   1.86737732e-02]
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   -1.76317656e-01  -3.76885087e-01]
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    2.97757409e-02  -3.91157854e-01]
 [  1.61943755e-02  -5.74513324e-01  -4.33052775e-02  -1.00442205e-01
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   -3.60459824e-01  -2.14177526e-01]
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   -7.18142468e-02   8.77187094e-02]
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   -9.21360216e-02  -1.36885917e-01]
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   -2.68476167e-01  -3.63138512e-02]
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   -3.27846683e-02  -1.43943547e-01]
 [  8.28525225e-02   2.66108298e-01   1.53543620e-01  -1.27433307e-01
   -1.33906102e-01   6.30128144e-02  -1.49247848e-01   2.78558447e-01
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 [  3.79262829e-01   4.20720728e-01  -7.13045951e-02   3.22973026e-01
   -9.03372504e-01  -2.94445667e-01  -5.50842081e-01   1.78891180e-01
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 [  6.00674207e-02   1.04070766e-01   2.59209348e-01   2.58989622e-01
   -2.10115988e-02  -2.03547001e-01  -1.85873379e-01  -1.32151382e-01
   -1.24875510e-01  -2.76043539e-01]
 [  2.15530451e-02  -1.16693170e-01  -1.22103296e-01  -6.27618639e-02
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 [  1.15705101e-02  -4.20222351e-02  -6.57257083e-02  -4.38582853e-02
   -6.73456164e-03  -1.85814222e-01   3.50168521e-02   1.01613899e-02
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 [  3.63919229e-02   1.23308478e-01   2.45750383e-01   7.94329994e-02
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   -1.82874669e-01   1.14423531e-01]
 [  8.43234736e-02   8.42192812e-02   1.09694627e-01   1.32415825e-02
   -2.13884973e-01   6.06341591e-02  -1.47219392e-02  -2.71352648e-01
   -9.48438575e-03  -7.85089842e-02]
 [ -7.00813736e-03   1.35287221e-01   8.45736830e-02  -3.94043372e-02
   -4.08892986e-02   1.77321093e-01   3.91319664e-02   1.17560545e-01
   -2.32367157e-02   1.70515555e-01]
 [  2.31426567e-01   1.22988784e-01   3.02780012e-02   8.22533101e-02
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   -5.09711260e-02  -1.60698085e-02]
 [  5.18053829e-02   7.87913141e-02   1.93743713e-02   4.90484223e-02
   -4.76609424e-01  -1.26685516e-01  -2.65314860e-01   4.11870296e-02
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 [  6.45004594e-02   4.79799352e-01   1.30126004e-01   4.56255639e-01
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 [  2.17803940e-01   3.02753016e-01   2.37898965e-01   1.19339023e-01
   -6.17359078e-01   9.28814160e-02  -1.78012144e-01   1.59391359e-01
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 [ -8.33842513e-02   2.45738881e-01   2.37231465e-01   3.01597513e-03
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   -4.28254912e-02   3.75375774e-02]
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   -2.83205431e-01  -1.01944729e-01]
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   -2.10644485e-01   3.03815804e-02]
 [  6.07387645e-03  -4.64205595e-01  -1.29760656e-01  -1.68601092e-01
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   -1.70252412e-01  -2.27611346e-01]
 [  2.86115062e-02  -3.84398105e-01  -1.90485638e-01  -1.44036235e-01
   -4.28106618e-01  -1.60524794e-03   2.83138176e-01  -1.67952177e-01
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 [ -8.61504611e-02  -2.70958417e-02   2.77775416e-01   5.08129993e-02
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   -7.14649794e-02  -1.15527588e-02]
 [ -3.06486482e-01  -9.00820358e-03   2.93624350e-02   3.02957028e-02
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   -3.97106236e-02   1.20667885e-01]
 [  1.66479885e-01  -3.71673601e-02  -2.22170883e-01  -2.95908739e-02
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    3.02264449e-02  -1.48832875e-01]
 [  2.53084531e-01  -2.07126015e-01   8.05361875e-02   4.01188327e-02
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    1.57608429e-01  -1.13294637e-01]
 [ -9.28690984e-02  -9.65885682e-02   1.25188583e-01   1.19023087e-01
    4.39462647e-02  -1.19915724e-01   2.12375517e-01  -7.88111538e-02
    1.83996697e-01   1.33219610e-02]
 [ -1.11135152e-01  -2.96450408e-01   1.52228090e-01  -4.52188058e-01
   -5.29096795e-01   1.73300610e-01   2.22886365e-01  -1.34776167e-01
   -9.33540853e-02   1.00815648e-01]]
[[ 0.62992797]
 [ 1.89354603]
 [ 0.20903043]
 [ 0.92419421]
 [-2.93420949]
 [-0.35319873]
 [-1.92335948]
 [ 0.06412316]
 [ 0.67395395]
 [ 0.85530998]]
Progress: 72.0% ... Training loss: 0.245 ... Validation loss: 0.418[[  2.21706944e-01   5.05420159e-01  -8.17482118e-02   1.67152733e-01
   -2.29532255e-01  -9.40083316e-02  -1.39225216e-01   1.21281498e-01
    8.38369929e-03   3.11924059e-01]
 [  1.31782596e-02   1.18813931e-01  -1.90685809e-02   5.12761575e-02
    5.50796138e-02  -8.11877082e-03   3.39395584e-01   4.05925434e-02
    1.48008809e-01  -2.21155284e-02]
 [  2.30077418e-01   6.24784984e-01   1.29998412e-02  -4.79264712e-02
    9.23070623e-01  -3.35607562e-02  -1.11064045e+00  -4.27024493e-02
    8.77781845e-02   3.36212835e-01]
 [  3.71932637e-02  -5.01826304e-01  -1.93179124e-01   2.44463901e-01
   -1.42015884e-01   1.41767978e-01   3.20857092e-01   6.19644204e-02
    1.22473935e-01   3.19667278e-01]
 [ -5.18653401e-02   1.51984232e-02  -1.45633315e-01   4.81170671e-02
   -1.42784001e-01  -1.82678953e-01   1.78133355e-01  -1.14424079e-01
   -1.92255947e-01  -7.22134484e-02]
 [ -4.03520267e-01  -6.78159131e-01  -3.07552831e-01   1.25395583e-01
   -3.68527794e-01   4.36603432e-02   4.00523923e-01  -4.31098160e-02
   -5.30766552e-02  -6.33220384e-02]
 [ -1.54002446e-02  -3.80096034e-01   6.11094474e-03   6.72175693e-02
   -1.60336357e-01  -6.85954933e-02   1.86708188e-01  -1.94987755e-01
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 [  9.96813282e-02  -4.37014665e-01   2.40501899e-02  -9.65066858e-02
   -2.14189087e-01  -4.35977061e-02   1.05527262e-01   1.12088131e-01
    6.88248469e-02  -2.63201777e-02]
 [ -1.77450924e-01  -2.25075003e-01  -3.00515844e-01  -2.01840065e-02
   -2.08601347e-01   6.54928001e-02  -3.32247932e-02  -3.09036649e-02
    2.79909742e-01  -1.30494595e-01]
 [  1.66961247e-02  -5.09927957e-01   6.11775258e-02  -1.03928106e-01
   -5.03553532e-01  -9.89727653e-02   1.79578793e-01  -1.21212460e-01
   -2.88210416e-02   3.10323203e-02]
 [ -6.79584788e-02  -2.36744727e-01   1.09769130e-02  -1.12090430e-01
   -3.05396963e-01  -2.31742160e-03   2.60725481e-01  -1.02108055e-01
    1.59460496e-02  -8.32685302e-02]
 [ -1.47343022e-01  -3.72710707e-01  -7.55688525e-02   1.48911143e-02
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   -1.81260708e-01  -2.21729520e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
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[[ 0.6236014 ]
 [ 1.88850476]
 [ 0.20493563]
 [ 0.91717641]
 [-2.9348844 ]
 [-0.35849599]
 [-1.92952176]
 [ 0.05856579]
 [ 0.66907234]
 [ 0.85009145]]
Progress: 72.1% ... Training loss: 0.243 ... Validation loss: 0.418[[  2.20503125e-01   5.03099118e-01  -8.21293648e-02   1.65431133e-01
   -2.23417963e-01  -9.33820332e-02  -1.37065232e-01   1.21173346e-01
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   -9.85580646e-03  -7.90196652e-02]
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   -2.24907479e-02   1.71366083e-01]
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 [  1.67217533e-01  -3.59776494e-02  -2.21943515e-01  -2.85807241e-02
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 [  2.52456374e-01  -2.08877881e-01   8.03285162e-02   3.91817802e-02
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 [ -9.25601101e-02  -9.67115834e-02   1.25290971e-01   1.19399619e-01
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    1.84199309e-01   1.36669342e-02]
 [ -1.12407626e-01  -2.98250176e-01   1.51766190e-01  -4.54289648e-01
   -5.27830845e-01   1.74058594e-01   2.25445500e-01  -1.34910139e-01
   -9.48516367e-02   9.90124236e-02]]
[[ 0.61757169]
 [ 1.88258064]
 [ 0.19668997]
 [ 0.91048068]
 [-2.93966213]
 [-0.36367191]
 [-1.93725955]
 [ 0.05347099]
 [ 0.66347498]
 [ 0.84358782]]
Progress: 72.2% ... Training loss: 0.245 ... Validation loss: 0.421[[  2.21193492e-01   5.04941361e-01  -8.18724521e-02   1.66710081e-01
   -2.24943333e-01  -9.37807187e-02  -1.37612960e-01   1.21231504e-01
    7.61093862e-03   3.11837369e-01]
 [  1.32475687e-02   1.18845023e-01  -1.90504285e-02   5.13580498e-02
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    1.48060653e-01  -2.20341111e-02]
 [  2.29325348e-01   6.24123545e-01   1.27598612e-02  -4.91255651e-02
    9.25722819e-01  -3.30892375e-02  -1.11025171e+00  -4.27902546e-02
    8.67627221e-02   3.35133069e-01]
 [  3.86581715e-02  -5.00790281e-01  -1.92699201e-01   2.47376176e-01
   -1.49881696e-01   1.40982550e-01   3.20934663e-01   6.21451887e-02
    1.24493459e-01   3.22608093e-01]
 [ -5.44939368e-02   8.05350062e-03  -1.46532338e-01   4.43245983e-02
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   -1.94884514e-01  -7.55080675e-02]
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   -5.25776797e-02  -6.25437317e-02]
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   -2.13934871e-01   6.46696641e-02  -3.64250740e-02  -3.07714732e-02
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   -1.81086625e-01  -2.21274697e-01]
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   -9.95166938e-02  -1.53838018e-02]
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   -1.64483107e-02  -4.24691599e-02]
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   -4.23325462e-02  -9.18558409e-02   4.07761176e-02   1.60931059e-01
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   -1.76102772e-01  -3.76691454e-01]
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 [  1.57719126e-02  -5.75595856e-01  -4.34264916e-02  -1.01054001e-01
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   -9.19353449e-02  -1.36602693e-01]
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    1.62630016e-01   5.89194552e-02   5.50058718e-02  -2.93437637e-01
   -7.15944244e-02  -1.19351423e-02]
 [ -3.06449912e-01  -9.51058031e-03   2.93551927e-02   3.03832598e-02
    1.45500661e-01  -1.97950010e-01  -1.25263209e-02   2.36529017e-01
   -3.97478303e-02   1.20989143e-01]
 [  1.67364403e-01  -3.58903717e-02  -2.21893123e-01  -2.82934900e-02
    9.71096634e-02  -3.15635079e-01   5.34085898e-02  -1.63667072e-01
    3.09507857e-02  -1.47778335e-01]
 [  2.52800948e-01  -2.08251691e-01   8.04394309e-02   3.97044758e-02
    7.00385102e-02  -6.31537769e-02   1.52050524e-03  -1.32421625e-01
    1.57337690e-01  -1.13600381e-01]
 [ -9.21861957e-02  -9.60284895e-02   1.25423403e-01   1.20010819e-01
    4.13302467e-02  -1.20366238e-01   2.11640679e-01  -7.87306724e-02
    1.84646584e-01   1.42623229e-02]
 [ -1.12929733e-01  -3.00189216e-01   1.51604082e-01  -4.54939729e-01
   -5.26770727e-01   1.74390788e-01   2.27893634e-01  -1.34970072e-01
   -9.54851485e-02   9.86701843e-02]]
[[ 0.62636352]
 [ 1.88887358]
 [ 0.20724397]
 [ 0.9219244 ]
 [-2.93427754]
 [-0.35443977]
 [-1.92442689]
 [ 0.062114  ]
 [ 0.67557787]
 [ 0.85335554]]
Progress: 72.2% ... Training loss: 0.243 ... Validation loss: 0.422[[  2.22624749e-01   5.08328520e-01  -8.13546484e-02   1.68873893e-01
   -2.31398998e-01  -9.44817337e-02  -1.39168725e-01   1.21364876e-01
    9.23324034e-03   3.13658392e-01]
 [  1.33002312e-02   1.18844321e-01  -1.90166516e-02   5.15238395e-02
    5.44638319e-02  -8.21112178e-03   3.39412359e-01   4.06080491e-02
    1.48163076e-01  -2.19290009e-02]
 [  2.29281717e-01   6.22714310e-01   1.27032599e-02  -4.93980945e-02
    9.27050268e-01  -3.29274657e-02  -1.10896431e+00  -4.28095789e-02
    8.66963212e-02   3.34944604e-01]
 [  3.50954102e-02  -5.07139916e-01  -1.93946288e-01   2.41836404e-01
   -1.36004384e-01   1.42921848e-01   3.29051676e-01   6.17837291e-02
    1.20399376e-01   3.18012545e-01]
 [ -5.15463807e-02   1.35060321e-02  -1.45566863e-01   4.85632593e-02
   -1.42182913e-01  -1.82748239e-01   1.80487316e-01  -1.14378118e-01
   -1.91675392e-01  -7.18352071e-02]
 [ -4.03508952e-01  -6.80037001e-01  -3.07498889e-01   1.25756047e-01
   -3.70867309e-01   4.34515333e-02   4.01632236e-01  -4.31003769e-02
   -5.29252614e-02  -6.30870436e-02]
 [ -1.45655725e-02  -3.78311488e-01   6.36495337e-03   6.82078786e-02
   -1.63802549e-01  -6.91507106e-02   1.83506718e-01  -1.94940260e-01
    1.91911948e-01   4.82761360e-02]
 [  9.86222891e-02  -4.41051249e-01   2.37363057e-02  -9.77501984e-02
   -2.13042707e-01  -4.29391598e-02   1.10102134e-01   1.11994906e-01
    6.76667747e-02  -2.74037602e-02]
 [ -1.76336517e-01  -2.22057442e-01  -3.00142467e-01  -1.84753448e-02
   -2.12346552e-01   6.48901195e-02  -3.55965403e-02  -3.08065740e-02
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 [  2.00428590e-02  -5.02118381e-01   6.23161580e-02  -9.89533327e-02
   -5.16100941e-01  -1.00949253e-01   1.71606980e-01  -1.20931955e-01
   -2.54794189e-02   3.55368916e-02]
 [ -7.01057470e-02  -2.43877453e-01   1.02930427e-02  -1.15217118e-01
   -2.99206182e-01  -1.11315784e-03   2.67433504e-01  -1.02312302e-01
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 [ -1.47641133e-01  -3.74499904e-01  -7.56561717e-02   1.48589532e-02
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   -1.81386800e-01  -2.21665662e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95896139e-01  -3.45223771e-01   9.03211870e-02   1.96806933e-01
   -1.81392760e-01  -5.76061930e-02   1.19368437e-01  -2.63348872e-01
   -2.96326166e-01  -1.19168609e-01]
 [  8.17296766e-02  -2.50993296e-01  -2.99698925e-02   8.63392974e-02
   -6.70380979e-02  -8.21308779e-02   3.06873236e-01  -1.33513867e-04
    4.60715771e-03  -2.70314610e-02]
 [  2.53388122e-02  -1.61602829e-01  -2.15154351e-01   1.25510065e-01
   -7.10467004e-02   8.44848643e-02  -2.40499055e-03  -2.14509126e-02
   -1.00007837e-01  -1.61021370e-02]
 [ -1.19692227e-01  -1.12552823e-01  -2.00767223e-01   1.58827492e-01
   -3.87257285e-02   1.32877967e-01  -8.64672760e-03  -2.51286851e-01
    7.42109794e-02  -1.88482419e-01]
 [ -5.53100780e-02  -1.01020457e-01   2.80362255e-01   1.17043629e-01
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    9.28941154e-02   7.12006464e-02]
 [  7.38984022e-02  -2.02163823e-02   8.96185925e-02   9.19558571e-02
   -7.56752880e-02  -1.99285875e-02   1.31826382e-01   1.19345738e-01
   -1.72416096e-02  -4.33944453e-02]
 [  9.47325954e-03  -1.87350357e-01  -2.95792071e-01  -6.00542540e-02
   -4.45944951e-02  -9.19419478e-02   4.10561757e-02   1.60953854e-01
    1.02462845e-01  -4.05729968e-02]
 [  5.69707919e-02  -8.38040239e-02  -1.11407904e-01   6.37441483e-02
   -2.64948725e-01   3.14792820e-01   3.06777358e-01   2.04420299e-01
   -1.44988068e-01  -4.29635790e-02]
 [  2.37006918e-02   1.65820183e-02   1.30004132e-01   1.42721029e-01
   -2.81664694e-02   9.56099520e-02  -7.53801062e-02  -4.04247484e-02
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 [  1.10894912e-01   7.98453376e-02  -4.34583595e-02  -1.00494785e-01
   -1.51074306e-01  -3.30187296e-01   1.33109394e-01   7.80707786e-03
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 [ -1.14442968e-01  -1.23746320e-01  -1.92135746e-02   9.11897382e-03
   -1.21908880e-01  -2.01911175e-01   9.95922090e-04  -2.15121236e-02
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 [ -1.72507204e-01  -1.57563844e-01  -2.07977325e-01  -3.92047021e-02
   -3.54341127e-01   6.39128106e-03   9.85994811e-02  -2.72786621e-02
   -2.46705907e-02   1.92431556e-02]
 [ -2.62419160e-02  -1.97518630e-01  -7.37865410e-02  -1.18821321e-01
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   -1.76389243e-01  -3.77052608e-01]
 [ -1.56706146e-02  -5.18256103e-01  -3.17448467e-02  -7.26199334e-02
    6.48449100e-01   9.92328460e-02   6.16894084e-01   9.11853394e-02
    3.03378643e-02  -3.90541155e-01]
 [  1.56050802e-02  -5.76454574e-01  -4.34898842e-02  -1.01339540e-01
    6.60838087e-01   1.98815947e-02   5.85509973e-01   4.86202410e-02
   -3.61111779e-01  -2.14956908e-01]
 [ -1.77253252e-01  -6.95150766e-01  -1.21525914e-02  -2.07844684e-01
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   -7.13566523e-02   8.83305535e-02]
 [ -3.07174100e-01  -5.35354675e-01   5.33853159e-02  -5.17815350e-02
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   -9.14971828e-02  -1.36046335e-01]
 [ -2.19819097e-01  -3.98866659e-01   2.47434741e-01  -2.55854640e-01
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   -2.68262165e-01  -3.60128456e-02]
 [ -1.52974688e-01  -2.82423011e-01  -1.89177364e-01  -1.30561821e-01
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   -3.22485659e-02  -1.43328074e-01]
 [  8.32251932e-02   2.67147876e-01   1.53622088e-01  -1.26928009e-01
   -1.36138975e-01   6.28678121e-02  -1.50026596e-01   2.78578684e-01
    4.23228066e-02   1.50694375e-01]
 [  3.78868762e-01   4.20219478e-01  -7.14505911e-02   3.22182637e-01
   -9.02921573e-01  -2.94091926e-01  -5.50273597e-01   1.78830489e-01
    4.17717620e-01   1.69193607e-02]
 [  6.02519940e-02   1.04329297e-01   2.59286386e-01   2.59271731e-01
   -2.13271176e-02  -2.03666888e-01  -1.86113214e-01  -1.32132540e-01
   -1.24658446e-01  -2.75799695e-01]
 [  2.09453709e-02  -1.18381837e-01  -1.22309112e-01  -6.37414518e-02
    2.28925754e-01   3.89462115e-02  -1.46529383e-02  -1.86268586e-01
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 [  1.08129237e-02  -4.41561819e-02  -6.59928532e-02  -4.51390475e-02
   -3.89421944e-03  -1.85401474e-01   3.62939223e-02   1.00860470e-02
    4.17667740e-02   9.32778380e-03]
 [  3.55179058e-02   1.20792615e-01   2.45451391e-01   7.81341157e-02
   -1.84815062e-01  -1.42100842e-01   4.81322583e-02   3.92189656e-02
   -1.83869917e-01   1.13224375e-01]
 [  8.55711292e-02   8.75114166e-02   1.10087618e-01   1.49986590e-02
   -2.17149979e-01   5.99038424e-02  -1.81717257e-02  -2.71264144e-01
   -8.13400444e-03  -7.68543343e-02]
 [ -6.68165722e-03   1.37012951e-01   8.47089038e-02  -3.87954529e-02
   -4.33191118e-02   1.77049044e-01   3.73192400e-02   1.17597435e-01
   -2.28548706e-02   1.70993692e-01]
 [  2.31129295e-01   1.22535317e-01   3.01986079e-02   8.18069058e-02
   -2.08030551e-02  -3.02833105e-02  -2.51580089e-01   1.48338185e-01
   -5.13077662e-02  -1.64136385e-02]
 [  5.16540274e-02   7.83602954e-02   1.93203542e-02   4.88804411e-02
   -4.75188029e-01  -1.26686181e-01  -2.65100942e-01   4.11686463e-02
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 [  6.33456909e-02   4.76460361e-01   1.29738493e-01   4.54692904e-01
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   -1.29842873e+00  -7.59779416e-02  -3.87568551e-01   1.50380431e-01
    2.16279878e-01   4.65193641e-01]
 [  2.17308510e-01   3.02100028e-01   2.37751691e-01   1.18671435e-01
   -6.16748032e-01   9.31668523e-02  -1.76812113e-01   1.59340272e-01
    2.18220802e-01   5.03190115e-02]
 [ -8.38176715e-02   2.44880278e-01   2.37053742e-01   2.25080945e-03
   -1.17068971e-01   1.36112440e-01  -1.01624786e-01  -1.64739385e-02
   -4.34013014e-02   3.68623421e-02]
 [ -1.08397087e-01   1.32420177e-02   2.06082956e-02   7.97185317e-02
   -8.51300729e-02   1.19901175e-01   2.22573681e-01   1.85384863e-02
   -2.83836384e-01  -1.02727389e-01]
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   -2.10598447e-01   3.04900358e-02]
 [  5.96703227e-03  -4.65217700e-01  -1.29807986e-01  -1.68797368e-01
    3.70984377e-01   2.64689210e-02   2.12911505e-01   1.51571508e-01
   -1.70366114e-01  -2.27766108e-01]
 [  2.88654958e-02  -3.81846948e-01  -1.90354547e-01  -1.43605372e-01
   -4.38437847e-01  -1.80698081e-03   2.80163712e-01  -1.67972793e-01
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 [ -8.64039308e-02  -2.95207389e-02   2.77728708e-01   5.04994292e-02
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   -7.16851344e-02  -1.20965781e-02]
 [ -3.05454944e-01  -7.98090967e-03   2.96990194e-02   3.19052508e-02
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   -3.86529284e-02   1.22168251e-01]
 [  1.66323193e-01  -3.91865937e-02  -2.22218508e-01  -2.97458020e-02
    1.00240231e-01  -3.15062085e-01   5.60949845e-02  -1.63768000e-01
    2.99047947e-02  -1.49149165e-01]
 [  2.52399838e-01  -2.09437076e-01   8.02926148e-02   3.89526548e-02
    7.26258462e-02  -6.29364603e-02   2.85520154e-03  -1.32465734e-01
    1.56834003e-01  -1.14380799e-01]
 [ -9.16369816e-02  -9.48030734e-02   1.25608656e-01   1.20923939e-01
    3.86871650e-02  -1.20705905e-01   2.10077474e-01  -7.86729657e-02
    1.85238899e-01   1.49945934e-02]
 [ -1.13296816e-01  -3.01233250e-01   1.51505226e-01  -4.55363664e-01
   -5.26299253e-01   1.74563940e-01   2.29618059e-01  -1.35002845e-01
   -9.58227078e-02   9.82675388e-02]]
[[ 0.62600353]
 [ 1.89359883]
 [ 0.20724854]
 [ 0.92299947]
 [-2.93884716]
 [-0.35633207]
 [-1.92685628]
 [ 0.0613858 ]
 [ 0.6750744 ]
 [ 0.85308257]]
Progress: 72.2% ... Training loss: 0.244 ... Validation loss: 0.420[[  2.23686966e-01   5.10468906e-01  -8.10119468e-02   1.70177031e-01
   -2.35719982e-01  -9.49260606e-02  -1.42198902e-01   1.21449247e-01
    1.01849005e-02   3.15066125e-01]
 [  1.25544150e-02   1.16982824e-01  -1.92867878e-02   5.03653984e-02
    5.64569465e-02  -7.74833892e-03   3.41191274e-01   4.05295309e-02
    1.47377986e-01  -2.30167735e-02]
 [  2.29856586e-01   6.22448477e-01   1.28547856e-02  -4.88148596e-02
    9.25924561e-01  -3.31472433e-02  -1.11225123e+00  -4.27784697e-02
    8.71618611e-02   3.35651388e-01]
 [  3.41011578e-02  -5.09258178e-01  -1.94242348e-01   2.40462219e-01
   -1.29805285e-01   1.43391052e-01   3.32084453e-01   6.16887187e-02
    1.19487913e-01   3.16502561e-01]
 [ -5.19261696e-02   1.33485605e-02  -1.45558701e-01   4.80243168e-02
   -1.42188255e-01  -1.82526903e-01   1.79564488e-01  -1.14409002e-01
   -1.92097006e-01  -7.21794332e-02]
 [ -4.03881217e-01  -6.80767056e-01  -3.07630811e-01   1.25224617e-01
   -3.71273718e-01   4.36776483e-02   4.01728554e-01  -4.31387105e-02
   -5.34265463e-02  -6.35899951e-02]
 [ -1.31387651e-02  -3.74908716e-01   6.80660654e-03   7.01503909e-02
   -1.70325353e-01  -6.99169862e-02   1.79670460e-01  -1.94811117e-01
    1.93423089e-01   5.00824889e-02]
 [  9.71985368e-02  -4.46059228e-01   2.32580357e-02  -1.00001374e-01
   -2.08957321e-01  -4.20843604e-02   1.12868973e-01   1.11842586e-01
    6.60222218e-02  -2.94579608e-02]
 [ -1.75648547e-01  -2.20443514e-01  -2.99923987e-01  -1.75478513e-02
   -2.15618003e-01   6.45424276e-02  -3.70618107e-02  -3.07424803e-02
    2.81760217e-01  -1.28221565e-01]
 [  1.96411830e-02  -5.04051832e-01   6.20972118e-02  -9.99144207e-02
   -5.17255192e-01  -1.00620173e-01   1.70856781e-01  -1.20996883e-01
   -2.60016572e-02   3.48724026e-02]
 [ -6.89921760e-02  -2.41673581e-01   1.06770544e-02  -1.13607523e-01
   -3.04972826e-01  -1.69622475e-03   2.64855780e-01  -1.02206481e-01
    1.47214545e-02  -8.47547391e-02]
 [ -1.48034268e-01  -3.75491659e-01  -7.57712950e-02   1.42978456e-02
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   -1.81804680e-01  -2.22228695e-01]
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[[ 0.62559283]
 [ 1.89485762]
 [ 0.20844116]
 [ 0.92112955]
 [-2.93902104]
 [-0.3555664 ]
 [-1.92745798]
 [ 0.06059053]
 [ 0.67480376]
 [ 0.85358629]]
Progress: 72.3% ... Training loss: 0.245 ... Validation loss: 0.420[[  2.23794350e-01   5.10994564e-01  -8.10166286e-02   1.70243162e-01
   -2.35470430e-01  -9.48717558e-02  -1.42603219e-01   1.21436627e-01
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 [  2.29982069e-01   6.20084024e-01   1.28130600e-02  -4.88232456e-02
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   -1.30712923e-01   1.43403802e-01   3.33505927e-01   6.16979471e-02
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   -1.81559220e-01  -2.22060794e-01]
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   -1.82955962e-01   1.14530127e-01]
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   -7.89801494e-03  -7.65343135e-02]
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   -2.22941668e-02   1.71657952e-01]
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   -5.02813277e-02  -1.50366873e-02]
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 [  2.98995918e-02  -3.78764239e-01  -1.89994992e-01  -1.42223055e-01
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   -7.31430514e-02  -1.40065632e-02]
 [ -3.04331266e-01  -4.87967527e-03   3.00357668e-02   3.33313596e-02
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   -3.75572035e-02   1.23118370e-01]
 [  1.66472775e-01  -3.96180001e-02  -2.22182496e-01  -2.95335003e-02
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 [  2.50821466e-01  -2.14432644e-01   7.97277465e-02   3.65120578e-02
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    1.55044948e-01  -1.16679352e-01]
 [ -9.21257933e-02  -9.64151809e-02   1.25450087e-01   1.20208128e-01
    3.94960813e-02  -1.20372796e-01   2.11976142e-01  -7.87212133e-02
    1.84662932e-01   1.43108374e-02]
 [ -1.11812857e-01  -2.97609195e-01   1.51964533e-01  -4.53288315e-01
   -5.33062553e-01   1.73814050e-01   2.22851793e-01  -1.34886758e-01
   -9.44398190e-02   1.00344162e-01]]
[[ 0.62385533]
 [ 1.89787084]
 [ 0.20813684]
 [ 0.92195324]
 [-2.94157195]
 [-0.35563176]
 [-1.92878777]
 [ 0.05993763]
 [ 0.6745976 ]
 [ 0.85325456]]
Progress: 72.3% ... Training loss: 0.244 ... Validation loss: 0.420[[  2.21498418e-01   5.04184475e-01  -8.18274155e-02   1.66671060e-01
   -2.25261889e-01  -9.34738989e-02  -1.36342100e-01   1.21205608e-01
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 [  1.23389119e-02   1.16510305e-01  -1.93642592e-02   5.00328326e-02
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    1.47131438e-01  -2.32578544e-02]
 [  2.27635213e-01   6.12331936e-01   1.19236833e-02  -5.27962812e-02
    9.43203174e-01  -3.16554407e-02  -1.10786176e+00  -4.30546034e-02
    8.43580594e-02   3.31930830e-01]
 [  3.63389700e-02  -5.03711979e-01  -1.93516414e-01   2.43521612e-01
   -1.40320366e-01   1.42160794e-01   3.30025534e-01   6.19296899e-02
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 [ -5.24396007e-02   1.13151265e-02  -1.45595915e-01   4.78978291e-02
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   -1.92096383e-01  -7.29375369e-02]
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   -5.49505688e-02  -6.55917892e-02]
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   -1.98602501e-01  -4.04940942e-02   1.19125013e-01   1.11559051e-01
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   -2.20028722e-01   6.36727332e-02  -4.12838013e-02  -3.05900410e-02
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 [  1.51819043e-02  -5.18193446e-01   6.04952702e-02  -1.07077736e-01
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   -1.81539047e-01  -2.22039964e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95924999e-01  -3.45101200e-01   9.03140511e-02   1.96833592e-01
   -1.82070001e-01  -5.75769662e-02   1.19216172e-01  -2.63352117e-01
   -2.96460935e-01  -1.19282414e-01]
 [  8.07964308e-02  -2.52318099e-01  -3.02920833e-02   8.49563953e-02
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 [  2.41830590e-02  -1.64908573e-01  -2.15539919e-01   1.23720485e-01
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   -1.01227425e-01  -1.77181670e-02]
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   -4.19342115e-02   1.32374048e-01  -1.15481822e-02  -2.51216031e-01
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 [  7.36715644e-02  -2.16376484e-02   8.94936289e-02   9.13848971e-02
   -7.40269730e-02  -1.96954725e-02   1.34038720e-01   1.19317121e-01
   -1.75579442e-02  -4.36598234e-02]
 [  6.30407756e-03  -1.97736590e-01  -2.96978199e-01  -6.52535920e-02
   -3.24589075e-02  -9.00117774e-02   4.57000512e-02   1.60595356e-01
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 [  5.71013408e-02  -8.46107718e-02  -1.11340190e-01   6.39404737e-02
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   -1.44796980e-01  -4.31424252e-02]
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   -1.53927588e-01  -3.30539853e-01   1.31251350e-01   7.86931985e-03
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   -1.75793073e-01  -3.76321366e-01]
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 [  1.48330991e-02  -5.78214721e-01  -4.37505578e-02  -1.02463200e-01
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   -3.61940720e-01  -2.15986581e-01]
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   -7.14047521e-02   8.82955938e-02]
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   -9.09607394e-02  -1.35375425e-01]
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   -2.68498823e-01  -3.62546070e-02]
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 [  3.77586701e-01   4.15886956e-01  -7.19124628e-02   3.19887378e-01
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 [  6.03648463e-02   1.04605090e-01   2.59312096e-01   2.59345493e-01
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 [  1.01910105e-02  -4.63414068e-02  -6.62183187e-02  -4.60485362e-02
   -6.46540180e-04  -1.85063654e-01   3.72258678e-02   1.00212391e-02
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 [  3.65464718e-02   1.23911165e-01   2.45800646e-01   7.96756154e-02
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   -1.82776509e-01   1.14753939e-01]
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   -8.86385183e-03  -7.77740951e-02]
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   -2.24119019e-02   1.71523100e-01]
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   -5.06816064e-02  -1.55244889e-02]
 [  5.15903864e-02   7.82865671e-02   1.92879157e-02   4.87916601e-02
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   -2.11396434e-01   2.94781911e-02]
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   -1.70306385e-01  -2.27655933e-01]
 [  2.86325329e-02  -3.83140657e-01  -1.90469107e-01  -1.44403126e-01
   -4.42000000e-01  -1.57436160e-03   2.80457087e-01  -1.68029972e-01
    3.67986993e-02  -2.83334539e-01]
 [ -8.81543091e-02  -3.58146299e-02   2.77101779e-01   4.77918219e-02
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   -7.37106462e-02  -1.45194773e-02]
 [ -3.03874298e-01  -3.87866925e-03   3.01853666e-02   3.40073681e-02
    1.36547985e-01  -1.99358390e-01  -1.80240274e-02   2.36766796e-01
   -3.70332478e-02   1.23551484e-01]
 [  1.65460831e-01  -4.23648180e-02  -2.22528837e-01  -3.10747228e-02
    1.05127556e-01  -3.14629768e-01   5.86208086e-02  -1.63848895e-01
    2.89113710e-02  -1.50377433e-01]
 [  2.51507399e-01  -2.12606208e-01   7.99820536e-02   3.75847462e-02
    7.71254929e-02  -6.23944298e-02   5.34286167e-03  -1.32559328e-01
    1.55805229e-01  -1.15779853e-01]
 [ -9.23684086e-02  -9.72187148e-02   1.25368664e-01   1.19834005e-01
    4.03216364e-02  -1.20240485e-01   2.12623557e-01  -7.87437469e-02
    1.84465367e-01   1.39853232e-02]
 [ -1.12488360e-01  -2.99905757e-01   1.51700272e-01  -4.54520310e-01
   -5.32281126e-01   1.74283793e-01   2.24158961e-01  -1.34961847e-01
   -9.53303887e-02   9.95797545e-02]]
[[ 0.61227139]
 [ 1.88776416]
 [ 0.19871206]
 [ 0.91437135]
 [-2.94898769]
 [-0.36220067]
 [-1.9343808 ]
 [ 0.05189151]
 [ 0.66531465]
 [ 0.84296776]]
Progress: 72.4% ... Training loss: 0.246 ... Validation loss: 0.420[[  2.22893620e-01   5.08395820e-01  -8.13411861e-02   1.68773257e-01
   -2.32799461e-01  -9.43054219e-02  -1.38759351e-01   1.21337215e-01
    9.41865172e-03   3.13592680e-01]
 [  1.28400519e-02   1.17954618e-01  -1.92175788e-02   5.07982589e-02
    5.54234273e-02  -7.91887551e-03   3.40329633e-01   4.05538048e-02
    1.47684755e-01  -2.26612953e-02]
 [  2.29924640e-01   6.20311480e-01   1.25759648e-02  -4.98030029e-02
    9.30716165e-01  -3.28651116e-02  -1.11581608e+00  -4.28674079e-02
    8.66602334e-02   3.34425208e-01]
 [  3.62943992e-02  -5.05936337e-01  -1.93500341e-01   2.43688678e-01
   -1.40546614e-01   1.42227579e-01   3.31110971e-01   6.19281615e-02
    1.21821616e-01   3.19938975e-01]
 [ -5.01679431e-02   1.93280883e-02  -1.44740992e-01   5.16642655e-02
   -1.48393958e-01  -1.83916859e-01   1.75210045e-01  -1.14238672e-01
   -1.89546180e-01  -6.99497618e-02]
 [ -4.05791625e-01  -6.85363209e-01  -3.08270314e-01   1.22356543e-01
   -3.68725683e-01   4.47635391e-02   4.06428954e-01  -4.33164383e-02
   -5.54697537e-02  -6.61877092e-02]
 [ -1.16021215e-02  -3.71654434e-01   7.32632028e-03   7.23542306e-02
   -1.77188005e-01  -7.08523905e-02   1.76117032e-01  -1.94692570e-01
    1.95128532e-01   5.20043728e-02]
 [  9.68308066e-02  -4.50087731e-01   2.29641723e-02  -1.01150534e-01
   -2.07898975e-01  -4.17017598e-02   1.13851706e-01   1.11738420e-01
    6.53598778e-02  -3.05260740e-02]
 [ -1.74073062e-01  -2.17409167e-01  -2.99400425e-01  -1.55148690e-02
   -2.19358897e-01   6.37008531e-02  -4.07859352e-02  -3.05935259e-02
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 [  1.71132085e-02  -5.12774557e-01   6.11228027e-02  -1.04396211e-01
   -5.09611408e-01  -9.90335666e-02   1.77056270e-01  -1.21312755e-01
   -2.87702619e-02   3.08590959e-02]
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   -3.15362628e-01  -3.18813981e-03   2.58976433e-01  -1.01964204e-01
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 [ -1.47398714e-01  -3.73971500e-01  -7.55763189e-02   1.52972947e-02
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   -1.81182666e-01  -2.21542846e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95845431e-01  -3.45061010e-01   9.03725793e-02   1.97024432e-01
   -1.82290307e-01  -5.76709149e-02   1.19258036e-01  -2.63335735e-01
   -2.96293935e-01  -1.19065482e-01]
 [  8.08066660e-02  -2.52187522e-01  -3.02933574e-02   8.49913177e-02
   -6.63161947e-02  -8.15502698e-02   3.07811634e-01  -2.30888862e-04
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 [  2.38123876e-02  -1.66271583e-01  -2.15665005e-01   1.23117264e-01
   -6.86472118e-02   8.53198618e-02   1.63625243e-03  -2.15959324e-02
   -1.01638127e-01  -1.82523171e-02]
 [ -1.18302869e-01  -1.09844029e-01  -2.00313681e-01   1.60674721e-01
   -4.45400028e-02   1.32081066e-01  -1.23664191e-02  -2.51183256e-01
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 [ -5.39492620e-02  -9.79319624e-02   2.80779122e-01   1.19071686e-01
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    9.43279530e-02   7.28899348e-02]
 [  7.34590293e-02  -2.19164972e-02   8.94207803e-02   9.09771094e-02
   -7.29830388e-02  -1.95523594e-02   1.33869273e-01   1.19297435e-01
   -1.78251653e-02  -4.39347740e-02]
 [  7.20117296e-03  -1.95460812e-01  -2.96686694e-01  -6.39515782e-02
   -3.66569147e-02  -9.05564232e-02   4.34726570e-02   1.60673130e-01
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 [  5.76496429e-02  -8.34639831e-02  -1.11168317e-01   6.47099226e-02
   -2.68066587e-01   3.14445348e-01   3.06255176e-01   2.04475823e-01
   -1.44209746e-01  -4.24356634e-02]
 [  2.50952195e-02   2.00613706e-02   1.30469468e-01   1.44851818e-01
   -3.45600521e-02   9.48444537e-02  -7.87147176e-02  -4.02935625e-02
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 [  1.11040292e-01   8.00968962e-02  -4.34324874e-02  -1.00561720e-01
   -1.52282103e-01  -3.30176494e-01   1.33184811e-01   7.81871548e-03
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 [ -1.13878165e-01  -1.23074296e-01  -1.90272340e-02   9.86827143e-03
   -1.23474427e-01  -2.02224849e-01  -6.42330223e-05  -2.14586725e-02
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 [ -1.71778001e-01  -1.55650681e-01  -2.07729855e-01  -3.81525724e-02
   -3.56008685e-01   5.95433362e-03   9.66821543e-02  -2.72098188e-02
   -2.38663448e-02   2.02637920e-02]
 [ -2.59362297e-02  -1.97559519e-01  -7.37066063e-02  -1.18491348e-01
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   -1.76078381e-01  -3.76660872e-01]
 [ -1.55681381e-02  -5.19227048e-01  -3.17357474e-02  -7.26142439e-02
    6.48489636e-01   9.92015526e-02   6.17669838e-01   9.11933002e-02
    3.04425029e-02  -3.90484086e-01]
 [  1.50039080e-02  -5.77909260e-01  -4.36912338e-02  -1.02193878e-01
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   -3.61748337e-01  -2.15739550e-01]
 [ -1.77425737e-01  -6.95828317e-01  -1.22112260e-02  -2.08083645e-01
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   -7.15192376e-02   8.81651635e-02]
 [ -3.06229814e-01  -5.34197797e-01   5.37131194e-02  -5.03329463e-02
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   -9.04465823e-02  -1.34729318e-01]
 [ -2.19700340e-01  -3.98934678e-01   2.47486919e-01  -2.55605899e-01
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   -2.68120052e-01  -3.57458011e-02]
 [ -1.53204210e-01  -2.82989633e-01  -1.89246165e-01  -1.30917360e-01
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   -3.25418318e-02  -1.43672590e-01]
 [  8.26879746e-02   2.65180988e-01   1.53401131e-01  -1.27817144e-01
   -1.32983477e-01   6.32342414e-02  -1.47078039e-01   2.78522427e-01
    4.16815397e-02   1.50085097e-01]
 [  3.76965783e-01   4.13721000e-01  -7.21076653e-02   3.18943941e-01
   -8.97147454e-01  -2.92936989e-01  -5.44229205e-01   1.78629361e-01
    4.15729714e-01   1.40014381e-02]
 [  6.04359960e-02   1.04587394e-01   2.59350055e-01   2.59433285e-01
   -2.16010518e-02  -2.03792442e-01  -1.87008144e-01  -1.32115817e-01
   -1.24457628e-01  -2.75537028e-01]
 [  2.11422498e-02  -1.18372133e-01  -1.22259277e-01  -6.34714641e-02
    2.28381937e-01   3.88709391e-02  -1.50699892e-02  -1.86255608e-01
    2.68401814e-02   2.00107500e-01]
 [  9.96409011e-03  -4.71069771e-02  -6.63051034e-02  -4.64730993e-02
    3.17761402e-04  -1.84937985e-01   3.75941664e-02   1.00009690e-02
    4.07583203e-02   8.05597203e-03]
 [  3.90374011e-02   1.30950081e-01   2.46617195e-01   8.34697476e-02
   -1.97713189e-01  -1.44199363e-01   3.89014736e-02   3.95323894e-02
   -1.79995291e-01   1.17894988e-01]
 [  8.47823115e-02   8.62652274e-02   1.09806348e-01   1.36677389e-02
   -2.14339886e-01   6.03728296e-02  -1.68971132e-02  -2.71346181e-01
   -9.08263247e-03  -7.80567700e-02]
 [ -6.08318373e-03   1.37903571e-01   8.48703110e-02  -3.82378834e-02
   -4.40218743e-02   1.76751756e-01   3.49937058e-02   1.17632125e-01
   -2.23005935e-02   1.71643213e-01]
 [  2.31772136e-01   1.24284350e-01   3.04037271e-02   8.25734322e-02
   -2.38135863e-02  -3.06792763e-02  -2.54650388e-01   1.48390238e-01
   -5.07669866e-02  -1.55991127e-02]
 [  5.18493625e-02   7.88480735e-02   1.93668279e-02   4.92303832e-02
   -4.75084928e-01  -1.26726808e-01  -2.65671711e-01   4.11826314e-02
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 [  6.35871562e-02   4.76516433e-01   1.29854734e-01   4.55329818e-01
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 [  1.69833672e-01   4.74964960e-01   6.74475117e-02   4.30612158e-01
   -1.30174331e+00  -7.58283291e-02  -3.87961237e-01   1.50348857e-01
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 [  2.16511846e-01   3.01227690e-01   2.37491123e-01   1.17575788e-01
   -6.17649901e-01   9.36276906e-02  -1.75471693e-01   1.59265514e-01
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 [ -8.38889048e-02   2.44778784e-01   2.37027592e-01   2.12483363e-03
   -1.17247050e-01   1.36136322e-01  -1.00848426e-01  -1.64748067e-02
   -4.34625163e-02   3.67150072e-02]
 [ -1.07755154e-01   1.53227326e-02   2.08240740e-02   8.06216811e-02
   -8.87351242e-02   1.19544881e-01   2.19775360e-01   1.85968509e-02
   -2.83150954e-01  -1.01981384e-01]
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   -2.11172002e-01   2.97914557e-02]
 [  5.97924518e-03  -4.65429824e-01  -1.29813147e-01  -1.68839328e-01
    3.71123931e-01   2.64907243e-02   2.12563412e-01   1.51569716e-01
   -1.70386684e-01  -2.27748819e-01]
 [  2.97203145e-02  -3.79909515e-01  -1.90099152e-01  -1.42697303e-01
   -4.47176380e-01  -2.21421277e-03   2.77827601e-01  -1.67936809e-01
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 [ -8.70708232e-02  -3.37611063e-02   2.77448645e-01   4.94850436e-02
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   -7.24601340e-02  -1.30877401e-02]
 [ -3.04310974e-01  -5.49106127e-03   3.00654680e-02   3.33330707e-02
    1.39451343e-01  -1.99142814e-01  -1.65343104e-02   2.36738072e-01
   -3.74921819e-02   1.23098778e-01]
 [  1.65587000e-01  -4.23977405e-02  -2.22495453e-01  -3.09755554e-02
    1.05083130e-01  -3.14683136e-01   5.82528927e-02  -1.63842200e-01
    2.90194482e-02  -1.50267984e-01]
 [  2.51003237e-01  -2.14002846e-01   7.97997918e-02   3.67477095e-02
    7.84856031e-02  -6.20805376e-02   6.53900546e-03  -1.32605804e-01
    1.55214575e-01  -1.16494945e-01]
 [ -9.17165819e-02  -9.54489529e-02   1.25585270e-01   1.20784904e-01
    3.76771758e-02  -1.20610706e-01   2.11218072e-01  -7.86855875e-02
    1.85153365e-01   1.47880274e-02]
 [ -1.11263567e-01  -2.96054729e-01   1.52116453e-01  -4.52804447e-01
   -5.40161400e-01   1.73554925e-01   2.21159075e-01  -1.34861155e-01
   -9.38868397e-02   1.01178480e-01]]
[[ 0.62362531]
 [ 1.89695617]
 [ 0.21160768]
 [ 0.9247448 ]
 [-2.94089208]
 [-0.35215477]
 [-1.92352802]
 [ 0.0611668 ]
 [ 0.67569707]
 [ 0.85611946]]
Progress: 72.5% ... Training loss: 0.244 ... Validation loss: 0.421[[  2.22032405e-01   5.05790229e-01  -8.16143157e-02   1.67315697e-01
   -2.28343309e-01  -9.38385028e-02  -1.35733319e-01   1.21254568e-01
    8.52967217e-03   3.12595336e-01]
 [  1.29047614e-02   1.18045290e-01  -1.91948041e-02   5.08944033e-02
    5.53205069e-02  -7.95742469e-03   3.40080708e-01   4.05607738e-02
    1.47773912e-01  -2.25702929e-02]
 [  2.27618721e-01   6.13999337e-01   1.17712394e-02  -5.35549046e-02
    9.39204705e-01  -3.15741003e-02  -1.11182863e+00  -4.31050640e-02
    8.40877443e-02   3.31643898e-01]
 [  3.83028888e-02  -5.02079262e-01  -1.92850583e-01   2.46474318e-01
   -1.49154620e-01   1.41277287e-01   3.26490683e-01   6.21045146e-02
    1.23840953e-01   3.22614265e-01]
 [ -5.12437998e-02   1.69369520e-02  -1.45138791e-01   4.98599258e-02
   -1.44800205e-01  -1.83423090e-01   1.79030045e-01  -1.14339390e-01
   -1.90794239e-01  -7.14081067e-02]
 [ -4.05063943e-01  -6.84122119e-01  -3.08000310e-01   1.23543287e-01
   -3.70485173e-01   4.42976310e-02   4.05349512e-01  -4.32375202e-02
   -5.46279355e-02  -6.52153845e-02]
 [ -1.23092813e-02  -3.75082202e-01   7.11078801e-03   7.12921819e-02
   -1.76050262e-01  -7.05442346e-02   1.79125299e-01  -1.94751841e-01
    1.94431564e-01   5.11233006e-02]
 [  9.60279700e-02  -4.52945542e-01   2.26779713e-02  -1.02593103e-01
   -2.05808281e-01  -4.12162846e-02   1.15700116e-01   1.11652206e-01
    6.44177887e-02  -3.15679824e-02]
 [ -1.75412437e-01  -2.20535253e-01  -2.99839355e-01  -1.74779030e-02
   -2.15468795e-01   6.44608599e-02  -3.76169056e-02  -3.07247607e-02
    2.82057130e-01  -1.28114725e-01]
 [  1.43356179e-02  -5.21199508e-01   6.02348241e-02  -1.08511047e-01
   -5.02250479e-01  -9.75789508e-02   1.85002689e-01  -1.21573101e-01
   -3.16351140e-02   2.71885108e-02]
 [ -6.63255365e-02  -2.38090036e-01   1.15459223e-02  -1.10067292e-01
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   -9.54778644e-02   9.91279468e-02]]
[[ 0.61489564]
 [ 1.88872957]
 [ 0.20454861]
 [ 0.91997645]
 [-2.94391964]
 [-0.35646314]
 [-1.92540538]
 [ 0.05468841]
 [ 0.66677341]
 [ 0.84781023]]
Progress: 72.5% ... Training loss: 0.243 ... Validation loss: 0.421[[  2.22212066e-01   5.07736337e-01  -8.15591858e-02   1.67407459e-01
   -2.27148036e-01  -9.38653248e-02  -1.37827220e-01   1.21261356e-01
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 [  2.27512266e-01   6.12771893e-01   1.16542551e-02  -5.38532958e-02
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   -1.80143875e-01  -2.20308656e-01]
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   -8.16206809e-03  -7.68894948e-02]
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   -2.19355071e-02   1.72099192e-01]
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   -5.13272826e-02  -1.62942195e-02]
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   -7.21275852e-02  -1.26093756e-02]
 [ -3.05432157e-01  -8.88214600e-03   2.97077224e-02   3.16924603e-02
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 [  1.65836448e-01  -4.25191629e-02  -2.22364833e-01  -3.04470434e-02
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 [  2.51656997e-01  -2.12857533e-01   8.00127074e-02   3.76526594e-02
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 [ -9.09000845e-02  -9.41030808e-02   1.25851673e-01   1.21879721e-01
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    1.85915895e-01   1.58543493e-02]
 [ -1.12455077e-01  -2.98604458e-01   1.51709614e-01  -4.54823660e-01
   -5.40809897e-01   1.74233141e-01   2.23801738e-01  -1.34987609e-01
   -9.51899319e-02   9.95114168e-02]]
[[ 0.61578938]
 [ 1.88978107]
 [ 0.20591808]
 [ 0.92095991]
 [-2.94555288]
 [-0.35715182]
 [-1.92544317]
 [ 0.0537894 ]
 [ 0.66772362]
 [ 0.8480242 ]]
Progress: 72.5% ... Training loss: 0.243 ... Validation loss: 0.420[[  2.21620135e-01   5.06152611e-01  -8.17386235e-02   1.66523752e-01
   -2.25449058e-01  -9.34968546e-02  -1.35703349e-01   1.21215890e-01
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    1.46916163e-01  -2.35765220e-02]
 [  2.26968225e-01   6.11273715e-01   1.14706323e-02  -5.46056039e-02
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    8.33303911e-02   3.30966670e-01]
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   -1.53295285e-01   1.41661234e-01   3.29354448e-01   6.20637176e-02
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   -1.92489546e-01  -7.39410459e-02]
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   -5.54904693e-02  -6.61889673e-02]
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   -3.18943971e-02   2.71119672e-02]
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   -1.80711954e-01  -2.20914718e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
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   -1.00728392e-01  -1.69925149e-02]
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   -1.68039948e-02  -4.24985643e-02]
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   -1.75914052e-01  -3.76427653e-01]
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   -3.61798264e-01  -2.15790868e-01]
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   -8.95895272e-02  -1.33668975e-01]
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   -2.68171406e-01  -3.58278451e-02]
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 [  3.77148681e-01   4.14742931e-01  -7.19795968e-02   3.19263920e-01
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 [  6.06261883e-02   1.04249188e-01   2.59419284e-01   2.59670214e-01
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   -2.11608748e-01   2.92402728e-02]
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   -1.70637068e-01  -2.28104736e-01]
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   -7.25572446e-02  -1.31516948e-02]
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 [  2.51838578e-01  -2.12808944e-01   8.00812650e-02   3.79790938e-02
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    1.56232112e-01  -1.15308364e-01]
 [ -9.08958955e-02  -9.45261671e-02   1.25827472e-01   1.21711246e-01
    3.60999129e-02  -1.21051573e-01   2.08562156e-01  -7.86244504e-02
    1.85852820e-01   1.58173309e-02]
 [ -1.12900018e-01  -2.99795309e-01   1.51560995e-01  -4.55449191e-01
   -5.39059122e-01   1.74495154e-01   2.24402325e-01  -1.35038275e-01
   -9.56839593e-02   9.88855084e-02]]
[[ 0.61429567]
 [ 1.8883336 ]
 [ 0.20470761]
 [ 0.91840388]
 [-2.94563732]
 [-0.35753173]
 [-1.92833759]
 [ 0.05192973]
 [ 0.66625662]
 [ 0.844809  ]]
Progress: 72.6% ... Training loss: 0.244 ... Validation loss: 0.421[[  2.24698595e-01   5.13210074e-01  -8.07239047e-02   1.70743399e-01
   -2.31806745e-01  -9.51745339e-02  -1.41945155e-01   1.21485170e-01
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 [  2.28033749e-01   6.13492830e-01   1.18584829e-02  -5.28401809e-02
    9.34742530e-01  -3.18460473e-02  -1.11335696e+00  -4.30663533e-02
    8.45743948e-02   3.32524053e-01]
 [  3.39185623e-02  -5.16583130e-01  -1.94280159e-01   2.39554475e-01
   -1.39002204e-01   1.43716310e-01   3.38137967e-01   6.17189171e-02
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 [ -5.12909424e-02   1.63025036e-02  -1.45010136e-01   5.00003540e-02
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   -1.90700674e-01  -7.16036614e-02]
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   -5.34141686e-02  -6.35828248e-02]
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   -1.80633973e-01  -2.20770736e-01]
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   -2.96387088e-01  -1.19188632e-01]
 [  8.25362587e-02  -2.48541923e-01  -2.97280044e-02   8.73028422e-02
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   -1.00533726e-01  -1.68115904e-02]
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   -1.56860788e-02  -4.10969349e-02]
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   -3.62034981e-01  -2.16069561e-01]
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   -7.11189956e-02   8.87056981e-02]
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   -8.96776653e-02  -1.33774350e-01]
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   -2.68012269e-01  -3.56342294e-02]
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 [  3.79391407e-01   4.19891139e-01  -7.12472229e-02   3.22281933e-01
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 [  6.08944431e-02   1.05116526e-01   2.59518113e-01   2.60102394e-01
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 [  2.07995262e-02  -1.19577916e-01  -1.22393558e-01  -6.40197542e-02
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 [  3.98750682e-02   1.33086731e-01   2.46914090e-01   8.47405009e-02
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   -1.79049099e-01   1.19038337e-01]
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   -2.18023634e-01   5.97740447e-02  -2.01559166e-02  -2.71268934e-01
   -7.97672108e-03  -7.66711790e-02]
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   -2.20709833e-02   1.71927015e-01]
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   -2.64322864e-02  -3.10031884e-02  -2.54922336e-01   1.48434413e-01
   -5.01930210e-02  -1.48180886e-02]
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   -2.83218303e-01  -1.02061975e-01]
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   -2.11594950e-01   2.92599356e-02]
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   -1.70614581e-01  -2.28112882e-01]
 [  2.77299064e-02  -3.83827540e-01  -1.90740775e-01  -1.45900017e-01
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 [ -8.56868961e-02  -3.15657391e-02   2.77935462e-01   5.15001786e-02
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   -7.09988366e-02  -1.10842615e-02]
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   -3.81471346e-02   1.22528896e-01]
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 [ -9.05729541e-02  -9.40148715e-02   1.25939485e-01   1.22202901e-01
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    1.86211789e-01   1.62404759e-02]
 [ -1.10798644e-01  -2.93395423e-01   1.52221728e-01  -4.52461082e-01
   -5.49273082e-01   1.73305804e-01   2.19406677e-01  -1.34859479e-01
   -9.34048298e-02   1.01587314e-01]]
[[ 0.63049675]
 [ 1.902867  ]
 [ 0.22186933]
 [ 0.93330305]
 [-2.93755943]
 [-0.34729105]
 [-1.91522726]
 [ 0.06589128]
 [ 0.68165085]
 [ 0.86148141]]
Progress: 72.7% ... Training loss: 0.248 ... Validation loss: 0.426[[  2.24307651e-01   5.11651998e-01  -8.09388463e-02   1.69825401e-01
   -2.26940216e-01  -9.48826381e-02  -1.40186453e-01   1.21433482e-01
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 [  2.29798249e-01   6.15531678e-01   1.26598223e-02  -4.98818222e-02
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    8.68515074e-02   3.35194571e-01]
 [  3.54554923e-02  -5.11431800e-01  -1.93775054e-01   2.41989900e-01
   -1.46939256e-01   1.43013586e-01   3.34051504e-01   6.18756958e-02
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   -1.90514315e-01  -7.17389720e-02]
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   -5.39524278e-02  -6.41952676e-02]
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   -1.80261484e-01  -7.08207354e-02   1.77522514e-01  -1.94730573e-01
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   -2.10599051e-01  -4.15506997e-02   1.14406037e-01   1.11701386e-01
    6.48984252e-02  -3.06889236e-02]
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   -2.13673179e-01   6.46381431e-02  -3.69258903e-02  -3.07604693e-02
    2.81719507e-01  -1.28596493e-01]
 [  1.68541432e-02  -5.16308169e-01   6.09219257e-02  -1.05709292e-01
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[[ 0.62445502]
 [ 1.8988215 ]
 [ 0.21305116]
 [ 0.9251676 ]
 [-2.94179409]
 [-0.35300026]
 [-1.92623051]
 [ 0.05956264]
 [ 0.67431665]
 [ 0.85540888]]
Progress: 72.7% ... Training loss: 0.243 ... Validation loss: 0.419[[  2.23429407e-01   5.09185142e-01  -8.12272025e-02   1.68382920e-01
   -2.22250102e-01  -9.44346430e-02  -1.37068867e-01   1.21352463e-01
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 [  2.28296844e-01   6.14078743e-01   1.20885107e-02  -5.24190528e-02
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    8.50046473e-02   3.33047365e-01]
 [  3.86627511e-02  -5.05844966e-01  -1.92628855e-01   2.47387316e-01
   -1.64885169e-01   1.41090023e-01   3.27470030e-01   6.22032092e-02
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   -5.30568764e-02  -6.30979202e-02]
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   -1.79753635e-01  -2.19551783e-01]
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   -1.75481441e-02  -4.34530984e-02]
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   -1.75971661e-01  -3.76541156e-01]
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   -3.61841118e-01  -2.15840351e-01]
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   -8.22901365e-03  -7.69677748e-02]
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 [  2.87306578e-02  -3.81622117e-01  -1.90452458e-01  -1.44441686e-01
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   -7.03420371e-02  -1.01602761e-02]
 [ -3.04943102e-01  -9.09384423e-03   2.98428254e-02   3.23119999e-02
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 [  1.65900376e-01  -4.38956265e-02  -2.22336492e-01  -3.02001497e-02
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 [  2.51503552e-01  -2.15037002e-01   8.00021443e-02   3.75816349e-02
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 [ -9.18906179e-02  -9.78097893e-02   1.25474995e-01   1.20227455e-01
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    1.84781000e-01   1.45191612e-02]
 [ -1.11327654e-01  -2.94123484e-01   1.52023261e-01  -4.53459718e-01
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   -9.40230197e-02   1.00970940e-01]]
[[ 0.62839012]
 [ 1.89870018]
 [ 0.21701058]
 [ 0.93107029]
 [-2.93834383]
 [-0.34611194]
 [-1.91661485]
 [ 0.06682922]
 [ 0.68121524]
 [ 0.86044599]]
Progress: 72.8% ... Training loss: 0.244 ... Validation loss: 0.426[[  2.21693816e-01   5.04496871e-01  -8.19077084e-02   1.65330705e-01
   -2.15249143e-01  -9.34264831e-02  -1.32311977e-01   1.21149710e-01
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 [  1.22132913e-02   1.16856280e-01  -1.94336798e-02   4.97659511e-02
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 [  2.26966112e-01   6.09027865e-01   1.15417341e-02  -5.48861559e-02
    9.41694545e-01  -3.13208070e-02  -1.11275569e+00  -4.31726819e-02
    8.33704140e-02   3.31112888e-01]
 [  3.98350807e-02  -5.02643212e-01  -1.92238215e-01   2.49352182e-01
   -1.67625056e-01   1.40515027e-01   3.24555783e-01   6.23459985e-02
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 [ -5.62875797e-02   2.71366563e-03  -1.46660547e-01   4.25209129e-02
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   -1.95286245e-01  -7.82395769e-02]
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   -5.35025516e-02  -6.36278814e-02]
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   -1.80107555e-01  -2.19983768e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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 [  8.31833738e-02  -2.48246712e-01  -2.95575833e-02   8.79795628e-02
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   -1.00607690e-01  -1.67818504e-02]
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 [  7.39559575e-02  -2.07357553e-02   8.95717275e-02   9.15136320e-02
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   -1.72529758e-02  -4.31906010e-02]
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   -3.19955557e-02  -8.94808831e-02   4.72672520e-02   1.60466626e-01
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   -1.76301755e-01  -3.76989238e-01]
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 [  1.50370953e-02  -5.79672590e-01  -4.36911274e-02  -1.02179282e-01
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   -8.97603731e-02  -1.33820307e-01]
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 [  3.79005993e-01   4.18931368e-01  -7.13623977e-02   3.21486114e-01
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 [  6.03655964e-02   1.03736580e-01   2.59342945e-01   2.59280405e-01
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 [  4.05098559e-02   1.35157504e-01   2.47117445e-01   8.56219967e-02
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   -1.78376487e-01   1.19847620e-01]
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   -5.14164770e-02  -1.63733640e-02]
 [  5.04223298e-02   7.47413421e-02   1.88577789e-02   4.69700707e-02
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   -2.11347657e-01   2.95294511e-02]
 [  5.78408909e-03  -4.66899746e-01  -1.29866189e-01  -1.69154704e-01
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   -1.70499794e-01  -2.28013986e-01]
 [  2.64079907e-02  -3.87904282e-01  -1.91289295e-01  -1.48093763e-01
   -4.46714233e-01  -1.36122889e-04   2.87191783e-01  -1.68303602e-01
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 [ -8.49526902e-02  -3.15083863e-02   2.78220233e-01   5.25280256e-02
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   -7.02224902e-02  -1.00767230e-02]
 [ -3.05250658e-01  -9.85957377e-03   2.97384377e-02   3.18353248e-02
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   -3.85030929e-02   1.22244085e-01]
 [  1.65627653e-01  -4.54681877e-02  -2.22465817e-01  -3.07029597e-02
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    2.89959328e-02  -1.50434179e-01]
 [  2.52316908e-01  -2.12911861e-01   8.03108908e-02   3.87876666e-02
    7.47066366e-02  -6.29410192e-02   5.16229120e-03  -1.32449632e-01
    1.56783658e-01  -1.14464178e-01]
 [ -9.20389311e-02  -9.83331735e-02   1.25428812e-01   1.19934473e-01
    4.17679318e-02  -1.20441510e-01   2.10961991e-01  -7.87549209e-02
    1.84451908e-01   1.42153328e-02]
 [ -1.10884349e-01  -2.92320714e-01   1.52143545e-01  -4.53094921e-01
   -5.55182471e-01   1.73433318e-01   2.18999655e-01  -1.34891471e-01
   -9.35390354e-02   1.01506022e-01]]
[[ 0.62076151]
 [ 1.89244976]
 [ 0.21314042]
 [ 0.92462471]
 [-2.94273107]
 [-0.34973523]
 [-1.92119327]
 [ 0.06049888]
 [ 0.67418727]
 [ 0.85450876]]
Progress: 72.8% ... Training loss: 0.242 ... Validation loss: 0.423[[  2.22073777e-01   5.05223724e-01  -8.17179574e-02   1.66075642e-01
   -2.14648266e-01  -9.36645338e-02  -1.33741811e-01   1.21190130e-01
    8.36272813e-03   3.13196703e-01]
 [  1.15185183e-02   1.14568563e-01  -1.96918326e-02   4.86908637e-02
    5.96056120e-02  -7.13925519e-03   3.42898211e-01   4.04200083e-02
    1.46271831e-01  -2.44047279e-02]
 [  2.25931525e-01   6.05546290e-01   1.12057663e-02  -5.60426893e-02
    9.44216357e-01  -3.07666751e-02  -1.11011019e+00  -4.32813467e-02
    8.23604905e-02   3.29895941e-01]
 [  3.82189234e-02  -5.06165107e-01  -1.92819797e-01   2.47410118e-01
   -1.59608758e-01   1.41707720e-01   3.28478601e-01   6.21569403e-02
    1.23383430e-01   3.22727296e-01]
 [ -5.51233817e-02   7.01949570e-03  -1.46224125e-01   4.44500204e-02
   -1.32483144e-01  -1.81475691e-01   1.88712740e-01  -1.14685893e-01
   -1.93981327e-01  -7.63319776e-02]
 [ -4.02966272e-01  -6.81261893e-01  -3.07370113e-01   1.25752039e-01
   -3.74243715e-01   4.30626478e-02   4.02695111e-01  -4.30622508e-02
   -5.26283624e-02  -6.24300853e-02]
 [ -1.42999393e-02  -3.81476213e-01   6.43276741e-03   6.82253764e-02
   -1.74003013e-01  -6.94910378e-02   1.84265549e-01  -1.94978283e-01
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 [  9.57299400e-02  -4.57269954e-01   2.25399359e-02  -1.03090926e-01
   -2.09804083e-01  -4.10959620e-02   1.16039706e-01   1.11593271e-01
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 [ -1.75413752e-01  -2.21065745e-01  -2.99816339e-01  -1.76458443e-02
   -2.14021165e-01   6.44970162e-02  -3.74359511e-02  -3.07459339e-02
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   -4.98280106e-01  -9.71648004e-02   1.85819623e-01  -1.21799865e-01
   -3.27137123e-02   2.60552398e-02]
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   -1.80140517e-01  -2.20121615e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95763007e-01  -3.43565505e-01   9.04130584e-02   1.97144907e-01
   -1.82791793e-01  -5.77057353e-02   1.17957216e-01  -2.63339527e-01
   -2.96301624e-01  -1.19072227e-01]
 [  8.33883491e-02  -2.48144830e-01  -2.94831673e-02   8.82708265e-02
   -6.74677996e-02  -8.29569070e-02   3.03968005e-01  -2.47458852e-06
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 [  2.42468500e-02  -1.67177192e-01  -2.15540312e-01   1.23451472e-01
   -7.19405830e-02   8.49673187e-02   2.21992924e-03  -2.15459096e-02
   -1.01107437e-01  -1.72778991e-02]
 [ -1.20877951e-01  -1.15941230e-01  -2.01157251e-01   1.56734051e-01
   -3.76105996e-02   1.33437090e-01  -6.23414432e-03  -2.51415458e-01
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 [ -5.47417115e-02  -1.02809151e-01   2.80503969e-01   1.17914143e-01
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 [  7.35161649e-02  -2.19792822e-02   8.93964863e-02   9.07376735e-02
   -7.29710611e-02  -1.95989991e-02   1.33283359e-01   1.19265414e-01
   -1.78163407e-02  -4.38807338e-02]
 [  5.13293021e-03  -2.03093220e-01  -2.97467394e-01  -6.75267425e-02
   -3.08036256e-02  -8.93248686e-02   4.77561485e-02   1.60435636e-01
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 [  5.71252996e-02  -8.69859139e-02  -1.11273448e-01   6.40669017e-02
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   -1.44702067e-01  -4.28910825e-02]
 [  2.76135576e-02   2.68793817e-02   1.31345948e-01   1.48849630e-01
   -4.51525847e-02   9.33897944e-02  -8.42898485e-02  -4.00637911e-02
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 [  1.09502495e-01   7.62316173e-02  -4.39514256e-02  -1.02941302e-01
   -1.44718519e-01  -3.29296358e-01   1.36493157e-01   7.66113239e-03
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   -1.23068260e-01  -2.01788424e-01   1.47695474e-03  -2.15342453e-02
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   -3.59028496e-01   5.73023130e-03   9.68914765e-02  -2.71848160e-02
   -2.34752106e-02   2.06931206e-02]
 [ -2.60120269e-02  -1.98963866e-01  -7.37286065e-02  -1.18593714e-01
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   -1.76137511e-01  -3.76819213e-01]
 [ -1.52100347e-02  -5.19955095e-01  -3.16482300e-02  -7.21432583e-02
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    3.08266798e-02  -3.90066956e-01]
 [  1.49759054e-02  -5.79994386e-01  -4.37119138e-02  -1.02272685e-01
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   -3.61857581e-01  -2.15851265e-01]
 [ -1.77110332e-01  -6.96206948e-01  -1.21173960e-02  -2.07626246e-01
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   -7.12403292e-02   8.86091178e-02]
 [ -3.05613896e-01  -5.34020692e-01   5.39312437e-02  -4.93571666e-02
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   -8.97283667e-02  -1.33783016e-01]
 [ -2.19584665e-01  -3.98722434e-01   2.47542601e-01  -2.55371104e-01
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   -2.67987017e-01  -3.56487157e-02]
 [ -1.53586731e-01  -2.84372734e-01  -1.89381156e-01  -1.31510040e-01
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   -3.30005938e-02  -1.44250919e-01]
 [  8.30015255e-02   2.68328205e-01   1.53541646e-01  -1.27282015e-01
   -1.38516103e-01   6.30128647e-02  -1.49501650e-01   2.78560642e-01
    4.20458610e-02   1.50381372e-01]
 [  3.78701993e-01   4.17804544e-01  -7.14649659e-02   3.21012938e-01
   -9.01714485e-01  -2.93978590e-01  -5.45526363e-01   1.78761225e-01
    4.17528243e-01   1.65276173e-02]
 [  6.00070798e-02   1.02673002e-01   2.59224533e-01   2.58732417e-01
   -1.87195558e-02  -2.03580055e-01  -1.85013328e-01  -1.32165130e-01
   -1.24904167e-01  -2.76285935e-01]
 [  2.07945022e-02  -1.20167950e-01  -1.22413997e-01  -6.41012214e-02
    2.29917607e-01   3.90604665e-02  -1.44441015e-02  -1.86295235e-01
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 [  9.44097835e-03  -5.00435171e-02  -6.65282893e-02  -4.74800217e-02
    5.48513077e-03  -1.84650365e-01   3.91680472e-02   9.94609265e-03
    4.01342307e-02   7.13407118e-03]
 [  4.10464050e-02   1.36626624e-01   2.47307215e-01   8.64327446e-02
   -2.04052901e-01  -1.45402173e-01   3.35296465e-02   3.97243361e-02
   -1.77781572e-01   1.20546311e-01]
 [  8.57479028e-02   8.96521937e-02   1.10117289e-01   1.49352944e-02
   -2.18050583e-01   5.97795137e-02  -2.00673823e-02  -2.71282915e-01
   -8.03367835e-03  -7.67128003e-02]
 [ -4.25828246e-03   1.42093543e-01   8.54607047e-02  -3.58400110e-02
   -4.93663884e-02   1.75738958e-01   3.05201339e-02   1.17820330e-01
   -2.03133623e-02   1.74125430e-01]
 [  2.31316155e-01   1.22595712e-01   3.02211267e-02   8.17530972e-02
   -2.06553711e-02  -3.04951686e-02  -2.52993929e-01   1.48325848e-01
   -5.12742694e-02  -1.62751307e-02]
 [  5.07468936e-02   7.56956992e-02   1.89740601e-02   4.74715732e-02
   -4.70431894e-01  -1.26195374e-01  -2.63058965e-01   4.10697936e-02
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 [  6.25152850e-02   4.73643755e-01   1.29495478e-01   4.53804830e-01
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 [  1.67741806e-01   4.69452782e-01   6.67991108e-02   4.27832781e-01
   -1.29957225e+00  -7.45279004e-02  -3.82657347e-01   1.50140882e-01
    2.13928950e-01   4.61991008e-01]
 [  2.15014513e-01   2.97650285e-01   2.36972258e-01   1.15223061e-01
   -6.15159829e-01   9.45388403e-02  -1.72355963e-01   1.59113288e-01
    2.15818433e-01   4.74127479e-02]
 [ -8.50781269e-02   2.41955357e-01   2.36606943e-01   2.98754255e-04
   -1.14108508e-01   1.36825157e-01  -9.78118352e-02  -1.65935307e-02
   -4.47543398e-02   3.51574366e-02]
 [ -1.08906613e-01   1.23809525e-02   2.04297122e-02   7.89262860e-02
   -8.51590235e-02   1.20167867e-01   2.22513972e-01   1.84781990e-02
   -2.84389362e-01  -1.03520815e-01]
 [ -2.26819096e-01  -6.80332350e-02  -9.60228117e-02  -3.50028502e-01
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   -2.11306019e-01   2.95961932e-02]
 [  5.90747178e-03  -4.66714343e-01  -1.29822969e-01  -1.68960624e-01
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   -1.70362164e-01  -2.27860319e-01]
 [  2.70479256e-02  -3.85930037e-01  -1.91047701e-01  -1.47079401e-01
   -4.49386599e-01  -4.90263735e-04   2.85705703e-01  -1.68247039e-01
    3.53196889e-02  -2.85595348e-01]
 [ -8.57735173e-02  -3.45669173e-02   2.77945381e-01   5.13093632e-02
    1.67593841e-01   5.86524458e-02   5.46312837e-02  -2.93382070e-01
   -7.09294466e-02  -1.10044181e-02]
 [ -3.05550951e-01  -1.07696473e-02   2.96344023e-02   3.13980286e-02
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   -3.88184659e-02   1.21817915e-01]
 [  1.65063608e-01  -4.77834656e-02  -2.22663157e-01  -3.15527415e-02
    1.11220262e-01  -3.14586453e-01   6.17256140e-02  -1.63873418e-01
    2.83565445e-02  -1.51244464e-01]
 [  2.51087083e-01  -2.16369019e-01   7.98809863e-02   3.70325389e-02
    7.75494251e-02  -6.23164673e-02   8.95755470e-03  -1.32566382e-01
    1.55430200e-01  -1.15999209e-01]
 [ -9.21455583e-02  -9.82372730e-02   1.25400737e-01   1.19851741e-01
    4.10797163e-02  -1.20406998e-01   2.10718892e-01  -7.87643757e-02
    1.84421729e-01   1.40788922e-02]
 [ -1.10094006e-01  -2.89968856e-01   1.52436870e-01  -4.51890833e-01
   -5.57949281e-01   1.73005532e-01   2.16452044e-01  -1.34816176e-01
   -9.26767279e-02   1.02499630e-01]]
[[ 0.61336475]
 [ 1.88705672]
 [ 0.20702004]
 [ 0.91727878]
 [-2.94664434]
 [-0.35415071]
 [-1.92371546]
 [ 0.05520209]
 [ 0.6654536 ]
 [ 0.84742127]]
Progress: 72.8% ... Training loss: 0.243 ... Validation loss: 0.422[[  2.24540358e-01   5.12525680e-01  -8.08914754e-02   1.69778747e-01
   -2.24950807e-01  -9.50108107e-02  -1.39397318e-01   1.21409895e-01
    1.10373549e-02   3.16232296e-01]
 [  1.20831313e-02   1.16204306e-01  -1.95090586e-02   4.94772597e-02
    5.77356823e-02  -7.44518092e-03   3.41182027e-01   4.04696273e-02
    1.46833954e-01  -2.36544773e-02]
 [  2.29533939e-01   6.14469872e-01   1.23686316e-02  -5.10991506e-02
    9.27344628e-01  -3.27550773e-02  -1.11794750e+00  -4.29573500e-02
    8.62538496e-02   3.34634487e-01]
 [  3.56445470e-02  -5.12937704e-01  -1.93796548e-01   2.43570754e-01
   -1.50843358e-01   1.43176967e-01   3.33221819e-01   6.19152005e-02
    1.20394913e-01   3.19465097e-01]
 [ -5.31994619e-02   1.08622833e-02  -1.45507279e-01   4.74426488e-02
   -1.36655958e-01  -1.82532101e-01   1.85088340e-01  -1.14494959e-01
   -1.91634316e-01  -7.37220239e-02]
 [ -4.02447736e-01  -6.80062247e-01  -3.07186826e-01   1.26688674e-01
   -3.76286887e-01   4.27666180e-02   4.01424697e-01  -4.30134647e-02
   -5.20468529e-02  -6.18436837e-02]
 [ -1.28804056e-02  -3.78253991e-01   6.89852780e-03   7.02145367e-02
   -1.79130342e-01  -7.02619938e-02   1.80737805e-01  -1.94858635e-01
    1.94208683e-01   5.05137523e-02]
 [  9.73409805e-02  -4.53023873e-01   2.30731168e-02  -1.00854441e-01
   -2.16833522e-01  -4.20189591e-02   1.12474290e-01   1.11734082e-01
    6.56830518e-02  -2.98136600e-02]
 [ -1.74879033e-01  -2.19258880e-01  -2.99636568e-01  -1.69708976e-02
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 [ -9.13912755e-02  -9.62051173e-02   1.25655785e-01   1.21029921e-01
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 [ -1.08102285e-01  -2.84333991e-01   1.53115596e-01  -4.49179895e-01
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   -9.05018013e-02   1.05206100e-01]]
[[ 0.62838903]
 [ 1.90162096]
 [ 0.22113317]
 [ 0.92932105]
 [-2.93477267]
 [-0.34363317]
 [-1.91377488]
 [ 0.06764882]
 [ 0.68056934]
 [ 0.86254629]]
Progress: 72.9% ... Training loss: 0.245 ... Validation loss: 0.424[[  2.26315135e-01   5.16252989e-01  -8.03129401e-02   1.72271660e-01
   -2.29061264e-01  -9.60182024e-02  -1.43959016e-01   1.21608603e-01
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 [  2.27141345e-01   6.06889837e-01   1.14708856e-02  -5.43240399e-02
    9.36800925e-01  -3.14751592e-02  -1.11617542e+00  -4.32040985e-02
    8.36175657e-02   3.30778031e-01]
 [  3.83818424e-02  -5.03769926e-01  -1.92779996e-01   2.47599090e-01
   -1.61473020e-01   1.41811911e-01   3.27101056e-01   6.21724779e-02
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   -5.12127873e-02  -6.08836060e-02]
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   -1.80398856e-01  -2.20422764e-01]
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   -1.00813614e-01  -1.69677647e-02]
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   -1.65294058e-02  -4.24003616e-02]
 [  6.04311053e-03  -2.01413844e-01  -2.97240714e-01  -6.63248701e-02
   -3.44561138e-02  -8.98318847e-02   4.35887136e-02   1.60467473e-01
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   -1.44687614e-01  -4.29713919e-02]
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   -1.76021363e-01  -3.76727901e-01]
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 [  2.67252528e-02  -3.87177298e-01  -1.91211080e-01  -1.47721100e-01
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   -7.05209902e-02  -1.04771144e-02]
 [ -3.05016815e-01  -9.51919749e-03   2.97680246e-02   3.20506112e-02
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 [ -9.14450690e-02  -9.67301773e-02   1.25637229e-01   1.20947505e-01
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    1.85194573e-01   1.50088698e-02]
 [ -1.08743534e-01  -2.85982955e-01   1.52887775e-01  -4.49973420e-01
   -5.63750133e-01   1.72209352e-01   2.12210755e-01  -1.34714392e-01
   -9.12211248e-02   1.04337089e-01]]
[[ 0.62499553]
 [ 1.89627117]
 [ 0.21731903]
 [ 0.92841389]
 [-2.9425146 ]
 [-0.3465794 ]
 [-1.91462785]
 [ 0.06598612]
 [ 0.67653176]
 [ 0.86017137]]
Progress: 73.0% ... Training loss: 0.243 ... Validation loss: 0.425[[  2.27321700e-01   5.20842983e-01  -7.99020114e-02   1.73966311e-01
   -2.33541843e-01  -9.66397018e-02  -1.47745247e-01   1.21731862e-01
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    1.46409196e-01  -2.42166636e-02]
 [  2.25276763e-01   6.02402280e-01   1.09305066e-02  -5.66248765e-02
    9.42395514e-01  -3.06314146e-02  -1.11264051e+00  -4.33804166e-02
    8.18114213e-02   3.28424408e-01]
 [  3.75003717e-02  -5.05360663e-01  -1.92992896e-01   2.46687287e-01
   -1.62999411e-01   1.42188811e-01   3.30199059e-01   6.21014941e-02
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 [ -5.94750419e-02  -3.78518295e-03  -1.47546139e-01   3.85331100e-02
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   -1.97961127e-01  -8.19704863e-02]
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   -5.04689505e-02  -5.99994227e-02]
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   -1.80263469e-01  -2.20380145e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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   -9.97724361e-02  -1.57537092e-02]
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   -1.55154404e-02  -4.11308502e-02]
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   -1.76121539e-01  -3.76897890e-01]
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   -8.95748877e-02  -1.33569165e-01]
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   -7.65409717e-03  -7.62933774e-02]
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   -5.11491708e-02  -1.62331739e-02]
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   -1.14916399e-01   1.36806098e-01  -9.79612509e-02  -1.65875344e-02
   -4.46769568e-02   3.51955242e-02]
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   -8.63455285e-02   1.20179013e-01   2.21695675e-01   1.84791741e-02
   -2.84352369e-01  -1.03546763e-01]
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   -2.11937184e-01   2.88014794e-02]
 [  6.31550751e-03  -4.66206418e-01  -1.29682684e-01  -1.68343009e-01
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   -1.69922945e-01  -2.27310289e-01]
 [  2.60563385e-02  -3.88822588e-01  -1.91463315e-01  -1.48664897e-01
   -4.47708184e-01   1.42367992e-04   2.86847630e-01  -1.68388891e-01
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 [ -8.59817864e-02  -3.48504800e-02   2.77896036e-01   5.11442501e-02
    1.68786013e-01   5.86746121e-02   5.43894370e-02  -2.93388262e-01
   -7.11776735e-02  -1.12537012e-02]
 [ -3.05048999e-01  -9.08895953e-03   2.97401545e-02   3.19444645e-02
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   -3.84701432e-02   1.21807228e-01]
 [  1.65681368e-01  -4.77157822e-02  -2.22386874e-01  -3.05373673e-02
    1.10091474e-01  -3.14996125e-01   6.05420217e-02  -1.63787765e-01
    2.90929555e-02  -1.50332708e-01]
 [  2.51744086e-01  -2.14575018e-01   8.01382053e-02   3.81982848e-02
    7.45466639e-02  -6.27311049e-02   7.17277172e-03  -1.32479311e-01
    1.56287541e-01  -1.14969526e-01]
 [ -9.02216399e-02  -9.41476323e-02   1.26083084e-01   1.22723345e-01
    3.51740475e-02  -1.21506761e-01   2.06301083e-01  -7.85643836e-02
    1.86427655e-01   1.65971047e-02]
 [ -1.09352529e-01  -2.86787724e-01   1.52677190e-01  -4.50905896e-01
   -5.61830651e-01   1.72551354e-01   2.13797371e-01  -1.34779277e-01
   -9.18874742e-02   1.03565528e-01]]
[[ 0.62687403]
 [ 1.89703765]
 [ 0.21833238]
 [ 0.93066217]
 [-2.94311189]
 [-0.34620146]
 [-1.91369541]
 [ 0.06798248]
 [ 0.67976702]
 [ 0.86092835]]
Progress: 73.0% ... Training loss: 0.245 ... Validation loss: 0.431[[  2.25124187e-01   5.16146236e-01  -8.06843979e-02   1.70412419e-01
   -2.24470012e-01  -9.53209750e-02  -1.44164767e-01   1.21464986e-01
    1.13416432e-02   3.16323120e-01]
 [  1.12037774e-02   1.14124095e-01  -1.98198652e-02   4.81551998e-02
    6.10156327e-02  -6.97101556e-03   3.43063029e-01   4.03800216e-02
    1.45919335e-01  -2.48474937e-02]
 [  2.26049074e-01   6.02378614e-01   1.11315456e-02  -5.58866229e-02
    9.44519916e-01  -3.09061383e-02  -1.11257387e+00  -4.33491417e-02
    8.23682012e-02   3.29079715e-01]
 [  3.92864383e-02  -4.97920313e-01  -1.92212576e-01   2.50148856e-01
   -1.70494436e-01   1.41057162e-01   3.23679150e-01   6.23478958e-02
    1.24415743e-01   3.24606227e-01]
 [ -5.77087606e-02   1.35302865e-03  -1.46838796e-01   4.16832749e-02
   -1.25374970e-01  -1.80425043e-01   1.97342089e-01  -1.14899062e-01
   -1.95735947e-01  -7.92822814e-02]
 [ -4.02339271e-01  -6.79180985e-01  -3.07256080e-01   1.26341747e-01
   -3.78197555e-01   4.28607029e-02   4.00406120e-01  -4.30299834e-02
   -5.21688848e-02  -6.19165701e-02]
 [ -1.37388341e-02  -3.80430222e-01   6.68434572e-03   6.91313502e-02
   -1.78684710e-01  -6.99083446e-02   1.81529745e-01  -1.94909639e-01
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 [  9.51676518e-02  -4.58776334e-01   2.22896797e-02  -1.03988469e-01
   -2.08052674e-01  -4.08134964e-02   1.15325942e-01   1.11468499e-01
    6.31429319e-02  -3.29099393e-02]
 [ -1.76354210e-01  -2.23043761e-01  -3.00122014e-01  -1.91538915e-02
   -2.08568060e-01   6.50130950e-02  -3.55587819e-02  -3.08629899e-02
    2.80775633e-01  -1.29571991e-01]
 [  1.50527640e-02  -5.21060877e-01   6.01761671e-02  -1.10004413e-01
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   -3.17471413e-02   2.66965316e-02]
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   -1.80821403e-01  -2.20944914e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.96603610e-01  -3.45602564e-01   9.00204210e-02   1.95542080e-01
   -1.80324667e-01  -5.70616995e-02   1.19561609e-01  -2.63449503e-01
   -2.97445247e-01  -1.20576176e-01]
 [  8.36391360e-02  -2.47688627e-01  -2.94135266e-02   8.85832433e-02
   -6.84378759e-02  -8.30958218e-02   3.03825545e-01   1.64590732e-05
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 [  2.50247042e-02  -1.65312287e-01  -2.15262783e-01   1.24615601e-01
   -7.49507174e-02   8.44498286e-02  -3.21089167e-04  -2.14492145e-02
   -1.00200145e-01  -1.60973437e-02]
 [ -1.21769622e-01  -1.17421851e-01  -2.01463605e-01   1.55307052e-01
   -3.39494264e-02   1.33972041e-01  -4.87256776e-03  -2.51516151e-01
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 [ -5.40089149e-02  -1.01555835e-01   2.80752950e-01   1.18993275e-01
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    9.44203016e-02   7.28175461e-02]
 [  7.54000721e-02  -1.71693659e-02   9.00847864e-02   9.37203014e-02
   -8.31590431e-02  -2.07307030e-02   1.26950868e-01   1.19473723e-01
   -1.57374727e-02  -4.13950938e-02]
 [  5.94256509e-03  -2.01604561e-01  -2.97252066e-01  -6.62551621e-02
   -3.41015623e-02  -8.97876202e-02   4.38140337e-02   1.60455750e-01
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 [  5.61364378e-02  -8.96540048e-02  -1.11638694e-01   6.23712765e-02
   -2.64488513e-01   3.15296146e-01   3.10895974e-01   2.04326615e-01
   -1.45860854e-01  -4.43566170e-02]
 [  2.66952508e-02   2.47833531e-02   1.31045152e-01   1.47549575e-01
   -4.00985031e-02   9.38686162e-02  -8.24396545e-02  -4.01566488e-02
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 [  1.08852967e-01   7.53850481e-02  -4.41532829e-02  -1.03979807e-01
   -1.42728405e-01  -3.28928742e-01   1.37400727e-01   7.58095437e-03
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   -1.18934865e-01  -2.01022842e-01   4.95437327e-03  -2.16806178e-02
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 [ -1.70699890e-01  -1.53870715e-01  -2.07283544e-01  -3.63461377e-02
   -3.61187185e-01   5.20854664e-03   9.46903135e-02  -2.70861889e-02
   -2.25901293e-02   2.19902064e-02]
 [ -2.61123197e-02  -1.99825601e-01  -7.37876056e-02  -1.18806985e-01
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   -1.76247164e-01  -3.77024880e-01]
 [ -1.55241328e-02  -5.21100350e-01  -3.17544261e-02  -7.26145048e-02
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    3.04920777e-02  -3.90485407e-01]
 [  1.47104287e-02  -5.80852441e-01  -4.38111666e-02  -1.02683345e-01
    6.64778831e-01   2.03599938e-02   5.88693482e-01   4.85361642e-02
   -3.62144578e-01  -2.16185445e-01]
 [ -1.77246047e-01  -6.96381956e-01  -1.21651193e-02  -2.07802500e-01
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   -7.13662645e-02   8.84917796e-02]
 [ -3.05750701e-01  -5.34534660e-01   5.38837961e-02  -4.94926147e-02
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   -8.98469483e-02  -1.33872038e-01]
 [ -2.20195905e-01  -4.00405198e-01   2.47330491e-01  -2.56263331e-01
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   -2.68642035e-01  -3.64564971e-02]
 [ -1.53212001e-01  -2.83288861e-01  -1.89274047e-01  -1.30952802e-01
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   -3.25748058e-02  -1.43727973e-01]
 [  8.32214419e-02   2.69884125e-01   1.53650733e-01  -1.26611073e-01
   -1.40742433e-01   6.28104004e-02  -1.50914078e-01   2.78584500e-01
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 [  3.82073064e-01   4.27164812e-01  -7.02480741e-02   3.25671045e-01
   -9.10405175e-01  -2.95877834e-01  -5.55046937e-01   1.79105435e-01
    4.20864693e-01   2.09147927e-02]
 [  5.98606561e-02   1.02533105e-01   2.59184807e-01   2.58524515e-01
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   -1.25016023e-01  -2.76371476e-01]
 [  2.06784897e-02  -1.20693003e-01  -1.22442915e-01  -6.42548842e-02
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    2.63248357e-02   1.99481190e-01]
 [  9.50572239e-03  -5.02016130e-02  -6.65247312e-02  -4.75033915e-02
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    4.01166896e-02   7.06572467e-03]
 [  4.03997213e-02   1.34500774e-01   2.47037587e-01   8.52489948e-02
   -1.98684100e-01  -1.45007904e-01   3.57411442e-02   3.96380643e-02
   -1.78642242e-01   1.19593972e-01]
 [  8.61311213e-02   9.08149969e-02   1.10210704e-01   1.52150911e-02
   -2.19040577e-01   5.95997617e-02  -2.16172872e-02  -2.71268618e-01
   -7.69361324e-03  -7.63635318e-02]
 [ -3.52954688e-03   1.44370619e-01   8.57051035e-02  -3.48775640e-02
   -5.29970983e-02   1.75334588e-01   2.81917561e-02   1.17888486e-01
   -1.95739779e-02   1.74990122e-01]
 [  2.30581732e-01   1.19994347e-01   2.99073035e-02   8.03961550e-02
   -1.64518914e-02  -3.00226537e-02  -2.52666712e-01   1.48223399e-01
   -5.22218763e-02  -1.75659838e-02]
 [  5.05539228e-02   7.62987171e-02   1.88806158e-02   4.68723487e-02
   -4.69331768e-01  -1.26032487e-01  -2.63227352e-01   4.10483321e-02
    1.21239158e-01   1.98264381e-01]
 [  6.20279766e-02   4.71628251e-01   1.29348427e-01   4.53179147e-01
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 [  1.67383074e-01   4.68935726e-01   6.67065719e-02   4.27484709e-01
   -1.30228468e+00  -7.43230750e-02  -3.81058254e-01   1.50105172e-01
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 [  2.14718011e-01   2.97629081e-01   2.36914606e-01   1.15135827e-01
   -6.16041207e-01   9.46390353e-02  -1.72574352e-01   1.59099091e-01
    2.15662644e-01   4.72805219e-02]
 [ -8.53203827e-02   2.41609383e-01   2.36523899e-01  -1.99399264e-05
   -1.14171215e-01   1.36978688e-01  -9.70613449e-02  -1.66195747e-02
   -4.50026626e-02   3.47712909e-02]
 [ -1.09055164e-01   1.21928778e-02   2.03584218e-02   7.86707124e-02
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   -2.84570038e-01  -1.03805416e-01]
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   -2.12066503e-01   2.86598419e-02]
 [  6.07280710e-03  -4.67004905e-01  -1.29776779e-01  -1.68705100e-01
    3.70278548e-01   2.63623006e-02   2.12620939e-01   1.51588448e-01
   -1.70185443e-01  -2.27648381e-01]
 [  2.59324051e-02  -3.88243496e-01  -1.91492684e-01  -1.48831951e-01
   -4.49386759e-01   2.33087517e-04   2.86564810e-01  -1.68408723e-01
    3.39320951e-02  -2.87803624e-01]
 [ -8.66991220e-02  -3.68385775e-02   2.77655600e-01   5.01356592e-02
    1.71822862e-01   5.90656563e-02   5.59998346e-02  -2.93462270e-01
   -7.19319521e-02  -1.21562443e-02]
 [ -3.04646565e-01  -7.45012110e-03   2.98747546e-02   3.24342348e-02
    1.44930417e-01  -1.98911792e-01  -1.44730447e-02   2.36662916e-01
   -3.80706958e-02   1.22241382e-01]
 [  1.65090881e-01  -4.96837866e-02  -2.22627422e-01  -3.15342599e-02
    1.13266919e-01  -3.14631827e-01   6.18381691e-02  -1.63861665e-01
    2.83479573e-02  -1.51191552e-01]
 [  2.51682599e-01  -2.14637029e-01   8.01134962e-02   3.79488732e-02
    7.69983880e-02  -6.27037140e-02   6.26170146e-03  -1.32483708e-01
    1.56120346e-01  -1.14953191e-01]
 [ -9.11667805e-02  -9.63685182e-02   1.25733901e-01   1.21158263e-01
    3.87587845e-02  -1.20926981e-01   2.08140244e-01  -7.86799742e-02
    1.85295552e-01   1.52503335e-02]
 [ -1.10873473e-01  -2.90761184e-01   1.52139555e-01  -4.53152031e-01
   -5.57358950e-01   1.73420333e-01   2.18204723e-01  -1.34952528e-01
   -9.35290741e-02   1.01537728e-01]]
[[ 0.61608162]
 [ 1.88869258]
 [ 0.20450933]
 [ 0.91943633]
 [-2.95306086]
 [-0.35773728]
 [-1.92972132]
 [ 0.05728917]
 [ 0.66802126]
 [ 0.84902409]]
Progress: 73.0% ... Training loss: 0.243 ... Validation loss: 0.422[[  2.25659877e-01   5.18875830e-01  -8.04112448e-02   1.71433276e-01
   -2.27641864e-01  -9.56438434e-02  -1.45188617e-01   1.21528979e-01
    1.19765247e-02   3.17040871e-01]
 [  1.11966446e-02   1.14043931e-01  -1.98235341e-02   4.81239858e-02
    6.11828193e-02  -6.96180599e-03   3.43124694e-01   4.03785670e-02
    1.45907872e-01  -2.48647473e-02]
 [  2.27861867e-01   6.06837681e-01   1.17255242e-02  -5.33087213e-02
    9.37896756e-01  -3.19370093e-02  -1.11588981e+00  -4.31617899e-02
    8.43755636e-02   3.31776203e-01]
 [  4.03310714e-02  -4.95948917e-01  -1.91862635e-01   2.52059727e-01
   -1.77717981e-01   1.40502699e-01   3.20546231e-01   6.24415470e-02
    1.25556467e-01   3.26331200e-01]
 [ -5.65697143e-02   5.00398836e-03  -1.46363894e-01   4.35992074e-02
   -1.27721772e-01  -1.81348701e-01   1.92981602e-01  -1.14759819e-01
   -1.94251828e-01  -7.74881198e-02]
 [ -4.02500373e-01  -6.79499460e-01  -3.07279399e-01   1.26171814e-01
   -3.78179262e-01   4.29507387e-02   4.00946909e-01  -4.30466796e-02
   -5.23680591e-02  -6.22642099e-02]
 [ -1.37494621e-02  -3.81034997e-01   6.69818466e-03   6.90354545e-02
   -1.81088186e-01  -6.99020020e-02   1.81374897e-01  -1.94898679e-01
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 [ -9.10247906e-02  -9.58515353e-02   1.25797894e-01   1.21399752e-01
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    1.85510694e-01   1.55226359e-02]
 [ -1.12401586e-01  -2.94881003e-01   1.51605833e-01  -4.55640353e-01
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   -9.51377837e-02   9.96281418e-02]]
[[ 0.61743961]
 [ 1.89081765]
 [ 0.20571197]
 [ 0.92259597]
 [-2.9474245 ]
 [-0.35752245]
 [-1.9286508 ]
 [ 0.0593398 ]
 [ 0.66914593]
 [ 0.85191328]]
Progress: 73.1% ... Training loss: 0.242 ... Validation loss: 0.422[[  2.27716497e-01   5.23622861e-01  -7.97056180e-02   1.74441438e-01
   -2.30262062e-01  -9.67739425e-02  -1.48176187e-01   1.21732214e-01
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 [  1.13205829e-02   1.14248159e-01  -1.97747311e-02   4.83408707e-02
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    1.46061749e-01  -2.46770464e-02]
 [  2.27811377e-01   6.07244706e-01   1.17279855e-02  -5.32684740e-02
    9.32989953e-01  -3.19458968e-02  -1.11527559e+00  -4.31495157e-02
    8.44075267e-02   3.31771546e-01]
 [  4.06539645e-02  -4.93905583e-01  -1.91739218e-01   2.52652403e-01
   -1.81660717e-01   1.40218265e-01   3.17616895e-01   6.24878095e-02
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   -1.79568137e-01  -2.19326609e-01]
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 [  2.52458143e-02  -1.65247757e-01  -2.15194652e-01   1.24939940e-01
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   -9.98890167e-02  -1.57602557e-02]
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   -1.84262054e-02  -4.47325309e-02]
 [  8.08345206e-03  -1.95460868e-01  -2.96472224e-01  -6.28371604e-02
   -4.55025223e-02  -9.10850934e-02   3.92299328e-02   1.60680327e-01
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   -1.45221691e-01  -4.36300555e-02]
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 [ -9.04065870e-02  -9.48769513e-02   1.26008113e-01   1.22342560e-01
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    1.86190720e-01   1.63627606e-02]
 [ -1.11921643e-01  -2.93558382e-01   1.51730521e-01  -4.55135902e-01
   -5.56803183e-01   1.74088717e-01   2.21610247e-01  -1.35057648e-01
   -9.46248997e-02   1.00228559e-01]]
[[ 0.63070688]
 [ 1.90039473]
 [ 0.21733928]
 [ 0.93752409]
 [-2.94233261]
 [-0.34576775]
 [-1.91349272]
 [ 0.07230578]
 [ 0.68463018]
 [ 0.86656705]]
Progress: 73.2% ... Training loss: 0.247 ... Validation loss: 0.430[[  2.25838210e-01   5.17769512e-01  -8.04352017e-02   1.71376012e-01
   -2.24492401e-01  -9.56194574e-02  -1.42482001e-01   1.21475171e-01
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 [  2.25364964e-01   5.99290525e-01   1.07520876e-02  -5.70882107e-02
    9.45667553e-01  -3.04699192e-02  -1.11108774e+00  -4.34567785e-02
    8.16335892e-02   3.28647602e-01]
 [  3.81283991e-02  -4.99141004e-01  -1.92517822e-01   2.49094513e-01
   -1.81297980e-01   1.41599852e-01   3.27231307e-01   6.22085366e-02
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   -1.89764538e-01  -7.18364129e-02]
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   -5.13279406e-02  -6.10591111e-02]
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   -1.80003517e-01  -2.19746819e-01]
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   -9.98297170e-02  -1.56493585e-02]
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 [  5.98234359e-02   1.02384076e-01   2.59191970e-01   2.58507966e-01
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   -7.07481427e-03  -7.56680535e-02]
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 [ -8.46844673e-02   2.43631760e-01   2.36741768e-01   9.98768618e-04
   -1.18565709e-01   1.36603198e-01  -9.85597123e-02  -1.65562780e-02
   -4.42587809e-02   3.56190123e-02]
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   -8.44294343e-02   1.20517439e-01   2.23291141e-01   1.84053249e-02
   -2.85015686e-01  -1.04347275e-01]
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   -2.12263582e-01   2.84282148e-02]
 [  5.92477987e-03  -4.67513448e-01  -1.29815628e-01  -1.68951888e-01
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   -1.70324671e-01  -2.27812842e-01]
 [  2.24214401e-02  -3.97915737e-01  -1.92736645e-01  -1.54161963e-01
   -4.42647009e-01   2.17652285e-03   2.95571916e-01  -1.68850367e-01
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 [ -8.64793446e-02  -3.75020422e-02   2.77768993e-01   5.06981949e-02
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   -7.16090474e-02  -1.18303300e-02]
 [ -3.03196366e-01  -3.88717988e-03   3.03413394e-02   3.45724497e-02
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   -3.67031695e-02   1.23979571e-01]
 [  1.65275408e-01  -4.87968335e-02  -2.22515185e-01  -3.11541918e-02
    1.11813124e-01  -3.14774350e-01   6.16728720e-02  -1.63827332e-01
    2.86139878e-02  -1.51060015e-01]
 [  2.52409047e-01  -2.14062666e-01   8.03753708e-02   3.89487562e-02
    7.68812191e-02  -6.31431273e-02   5.66317189e-03  -1.32408731e-01
    1.56918854e-01  -1.14081728e-01]
 [ -9.11930303e-02  -9.75750769e-02   1.25718853e-01   1.21037204e-01
    3.93518505e-02  -1.20868306e-01   2.08678173e-01  -7.87031085e-02
    1.85249845e-01   1.53208845e-02]
 [ -1.12194804e-01  -2.93098121e-01   1.51605267e-01  -4.55758979e-01
   -5.57540078e-01   1.74287375e-01   2.20730365e-01  -1.35120005e-01
   -9.50535153e-02   1.00144907e-01]]
[[ 0.60543984]
 [ 1.88347557]
 [ 0.19684265]
 [ 0.9141595 ]
 [-2.95181504]
 [-0.36625849]
 [-1.93487691]
 [ 0.04938588]
 [ 0.65614368]
 [ 0.84071916]]
Progress: 73.2% ... Training loss: 0.247 ... Validation loss: 0.423[[  2.29414309e-01   5.27423273e-01  -7.92330905e-02   1.76828029e-01
   -2.37248998e-01  -9.77584383e-02  -1.50351546e-01   1.21783480e-01
    1.59343956e-02   3.22154892e-01]
 [  1.15311557e-02   1.14450126e-01  -1.96744737e-02   4.87361958e-02
    5.91555261e-02  -7.17040217e-03   3.43124156e-01   4.04239240e-02
    1.46432765e-01  -2.43235128e-02]
 [  2.28055229e-01   6.07016878e-01   1.16745167e-02  -5.26816241e-02
    9.28899973e-01  -3.20435822e-02  -1.11762927e+00  -4.32245719e-02
    8.46364823e-02   3.32404055e-01]
 [  3.79684727e-02  -5.01572326e-01  -1.92651689e-01   2.48627070e-01
   -1.76732121e-01   1.41620708e-01   3.24703611e-01   6.21856697e-02
    1.23254605e-01   3.23636918e-01]
 [ -5.19539455e-02   1.64954574e-02  -1.44573601e-01   5.11826155e-02
   -1.41647884e-01  -1.84093349e-01   1.81882524e-01  -1.14252545e-01
   -1.89007141e-01  -7.10903018e-02]
 [ -4.00928690e-01  -6.77070133e-01  -3.06730493e-01   1.28350128e-01
   -3.79843342e-01   4.19736385e-02   3.99179792e-01  -4.28975084e-02
   -5.06543282e-02  -6.01858313e-02]
 [ -1.22368780e-02  -3.79085406e-01   7.05065482e-03   7.08021791e-02
   -1.89419750e-01  -7.07263420e-02   1.78633864e-01  -1.94825999e-01
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 [  9.61234640e-02  -4.57254307e-01   2.26105627e-02  -1.02396589e-01
   -2.17665555e-01  -4.14689525e-02   1.14974964e-01   1.11499986e-01
    6.44004358e-02  -3.09500033e-02]
 [ -1.77322955e-01  -2.24605933e-01  -3.00459290e-01  -2.05731919e-02
   -2.08876569e-01   6.54984479e-02  -3.27777359e-02  -3.10355492e-02
    2.79969190e-01  -1.30785376e-01]
 [  1.73692175e-02  -5.14487474e-01   6.08885198e-02  -1.07141029e-01
   -5.12420760e-01  -9.90784986e-02   1.75448423e-01  -1.21681213e-01
   -2.91983154e-02   2.91063678e-02]
 [ -6.79075023e-02  -2.48874776e-01   1.10715829e-02  -1.12100238e-01
   -3.15940808e-01  -2.70929508e-03   2.69004595e-01  -1.02122461e-01
    1.62814393e-02  -8.25069498e-02]
 [ -1.45742043e-01  -3.73692088e-01  -7.49955410e-02   1.83739137e-02
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   -1.79455693e-01  -2.19058775e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.95361794e-01  -3.42690637e-01   9.05073572e-02   1.97511236e-01
   -1.82132842e-01  -5.78813375e-02   1.17382683e-01  -2.63326931e-01
   -2.96019941e-01  -1.18953796e-01]
 [  8.43448908e-02  -2.46682184e-01  -2.91972377e-02   8.94605805e-02
   -6.87889988e-02  -8.34715710e-02   3.03175010e-01   7.46832867e-05
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 [  2.54270541e-02  -1.64877671e-01  -2.15130972e-01   1.25186869e-01
   -7.69787375e-02   8.41750604e-02  -1.11702869e-03  -2.14065149e-02
   -9.97592043e-02  -1.55483364e-02]
 [ -1.20858349e-01  -1.15934611e-01  -2.01159780e-01   1.56586751e-01
   -3.90172427e-02   1.33468353e-01  -7.80782521e-03  -2.51433363e-01
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 [ -5.20417968e-02  -9.62788312e-02   2.81342505e-01   1.21695603e-01
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    9.65166341e-02   7.51590462e-02]
 [  7.25615990e-02  -2.70336704e-02   8.90497233e-02   8.91259563e-02
   -7.32179167e-02  -1.89991274e-02   1.35109076e-01   1.19150149e-01
   -1.89896620e-02  -4.55560510e-02]
 [  8.11516917e-03  -1.95967229e-01  -2.96493271e-01  -6.28426679e-02
   -4.61951620e-02  -9.10787947e-02   3.93738135e-02   1.60645861e-01
    1.00366337e-01  -4.30066283e-02]
 [  5.58238040e-02  -9.08462403e-02  -1.11762742e-01   6.20305745e-02
   -2.65754158e-01   3.15417131e-01   3.12511239e-01   2.04276622e-01
   -1.46156254e-01  -4.45414923e-02]
 [  2.68427210e-02   2.50863674e-02   1.31093406e-01   1.47620688e-01
   -3.86080531e-02   9.38359720e-02  -8.19610493e-02  -4.01598042e-02
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 [  1.08439198e-01   7.53159076e-02  -4.43095943e-02  -1.04568137e-01
   -1.42944745e-01  -3.28752824e-01   1.37636501e-01   7.49887051e-03
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 [ -1.16109514e-01  -1.28286277e-01  -1.97746423e-02   6.61691887e-03
   -1.20585246e-01  -2.00974669e-01   5.41411640e-03  -2.17088941e-02
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 [ -1.71601359e-01  -1.56010274e-01  -2.07587753e-01  -3.76665450e-02
   -3.60669796e-01   5.70679627e-03   9.74316163e-02  -2.71918321e-02
   -2.35263737e-02   2.07912781e-02]
 [ -2.50391184e-02  -1.97619079e-01  -7.34227764e-02  -1.17275309e-01
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   -1.75056814e-01  -3.75527821e-01]
 [ -1.59699348e-02  -5.22984681e-01  -3.19323794e-02  -7.33678450e-02
    6.50703985e-01   9.94897519e-02   6.20415018e-01   9.11413608e-02
    2.99583009e-02  -3.91274125e-01]
 [  1.46960654e-02  -5.81749957e-01  -4.38390756e-02  -1.02758028e-01
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   -3.62242490e-01  -2.16274763e-01]
 [ -1.76097318e-01  -6.94679457e-01  -1.17934100e-02  -2.06164660e-01
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   -7.01306694e-02   9.00334799e-02]
 [ -3.05002391e-01  -5.33598066e-01   5.41471826e-02  -4.83077517e-02
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   -8.90147163e-02  -1.32841561e-01]
 [ -2.20556502e-01  -4.01637959e-01   2.47217875e-01  -2.56699827e-01
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   -2.68948067e-01  -3.67680402e-02]
 [ -1.53237476e-01  -2.83222863e-01  -1.89282024e-01  -1.30981591e-01
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   -3.26157639e-02  -1.43707472e-01]
 [  8.28888781e-02   2.69945293e-01   1.53521853e-01  -1.26922194e-01
   -1.41156495e-01   6.29532585e-02  -1.50306187e-01   2.78523501e-01
    4.19149140e-02   1.50367617e-01]
 [  3.81576629e-01   4.25175415e-01  -7.03999468e-02   3.24668854e-01
   -9.09577312e-01  -2.95627775e-01  -5.50815348e-01   1.79023700e-01
    4.20554818e-01   2.01379642e-02]
 [  5.99028760e-02   1.02479808e-01   2.59222690e-01   2.58631855e-01
   -1.80769452e-02  -2.03571697e-01  -1.84240060e-01  -1.32176938e-01
   -1.24918670e-01  -2.76277221e-01]
 [  2.02856871e-02  -1.21688208e-01  -1.22586786e-01  -6.48908117e-02
    2.32157042e-01   3.93352321e-02  -1.31902115e-02  -1.86348940e-01
    2.58767515e-02   1.98953216e-01]
 [  1.04421557e-02  -4.78612523e-02  -6.62081177e-02  -4.61452018e-02
    4.31201699e-03  -1.85232805e-01   3.64399269e-02   1.00233066e-02
    4.11200746e-02   8.21694026e-03]
 [  4.01221297e-02   1.33981204e-01   2.46936548e-01   8.46998253e-02
   -1.97431708e-01  -1.44839439e-01   3.65109181e-02   3.96112626e-02
   -1.78938598e-01   1.19221061e-01]
 [  8.74405430e-02   9.45582441e-02   1.10678503e-01   1.72519832e-02
   -2.22792679e-01   5.87699799e-02  -2.46694308e-02  -2.71158131e-01
   -6.28449228e-03  -7.45855903e-02]
 [ -3.00778016e-03   1.46247645e-01   8.58086554e-02  -3.45403859e-02
   -5.50827764e-02   1.75061032e-01   2.67954537e-02   1.17920391e-01
   -1.90748482e-02   1.75571319e-01]
 [  2.29532943e-01   1.16335241e-01   2.95026641e-02   7.85756430e-02
   -1.05788426e-02  -2.93631432e-02  -2.49625371e-01   1.48117465e-01
   -5.35095168e-02  -1.91233613e-02]
 [  5.08259380e-02   7.69260127e-02   1.89708482e-02   4.72928960e-02
   -4.70135844e-01  -1.26194692e-01  -2.63849303e-01   4.10788513e-02
    1.21556315e-01   1.98596645e-01]
 [  6.17603777e-02   4.70469776e-01   1.29226955e-01   4.52822226e-01
   -1.50639851e+00  -2.94979798e-01  -4.98759981e-01  -7.05874198e-02
    3.07250223e-01   3.48394863e-01]
 [  1.66812114e-01   4.68293690e-01   6.65145076e-02   4.26546255e-01
   -1.30133205e+00  -7.39746090e-02  -3.80412714e-01   1.50029454e-01
    2.12938713e-01   4.60560434e-01]
 [  2.14560839e-01   2.98125452e-01   2.36923467e-01   1.15197837e-01
   -6.19317731e-01   9.46242658e-02  -1.71959390e-01   1.59096734e-01
    2.15814201e-01   4.73047778e-02]
 [ -8.41746093e-02   2.45152175e-01   2.36931526e-01   1.88444980e-03
   -1.21033523e-01   1.36262736e-01  -9.99269890e-02  -1.65090588e-02
   -4.36367509e-02   3.63590435e-02]
 [ -1.09339589e-01   1.12546573e-02   2.02546992e-02   7.82275534e-02
   -8.48829430e-02   1.20445166e-01   2.22998644e-01   1.84157963e-02
   -2.84875928e-01  -1.04166529e-01]
 [ -2.27371144e-01  -7.04267819e-02  -9.62291280e-02  -3.50582079e-01
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   -2.11892374e-01   2.88929798e-02]
 [  6.31226263e-03  -4.67060826e-01  -1.29695561e-01  -1.68364644e-01
    3.69083538e-01   2.62132459e-02   2.12173691e-01   1.51609686e-01
   -1.69911643e-01  -2.27288221e-01]
 [  2.31357540e-02  -3.95907251e-01  -1.92499679e-01  -1.53018306e-01
   -4.46564707e-01   1.70383175e-03   2.94062845e-01  -1.68786852e-01
    3.11515561e-02  -2.91868540e-01]
 [ -8.53684014e-02  -3.50206760e-02   2.78136325e-01   5.24381433e-02
    1.66685175e-01   5.81555284e-02   5.40005439e-02  -2.93340515e-01
   -7.04173622e-02  -1.02912630e-02]
 [ -3.02350170e-01  -2.40967879e-03   3.06142898e-02   3.57108705e-02
    1.38032241e-01  -2.00243681e-01  -1.86589976e-02   2.36860839e-01
   -3.57307201e-02   1.25201842e-01]
 [  1.66849069e-01  -4.46350629e-02  -2.21976073e-01  -2.85170437e-02
    1.05022774e-01  -3.15736671e-01   5.74992695e-02  -1.63685880e-01
    3.04127635e-02  -1.48810627e-01]
 [  2.52348266e-01  -2.14436841e-01   8.03545349e-02   3.88205902e-02
    7.69928980e-02  -6.30650689e-02   6.20393380e-03  -1.32415197e-01
    1.56930147e-01  -1.14224588e-01]
 [ -9.01626059e-02  -9.52393696e-02   1.26063931e-01   1.22597717e-01
    3.55282929e-02  -1.21486866e-01   2.07080143e-01  -7.86162800e-02
    1.86487018e-01   1.67685069e-02]
 [ -1.12232363e-01  -2.92918311e-01   1.51579374e-01  -4.56021392e-01
   -5.58967228e-01   1.74342523e-01   2.20656559e-01  -1.35127023e-01
   -9.51268114e-02   1.00052676e-01]]
[[ 0.62534316]
 [ 1.90015005]
 [ 0.21454564]
 [ 0.93327892]
 [-2.93723421]
 [-0.35113328]
 [-1.91750887]
 [ 0.06636578]
 [ 0.67700529]
 [ 0.8618757 ]]
Progress: 73.2% ... Training loss: 0.244 ... Validation loss: 0.424[[  2.25898693e-01   5.18892142e-01  -8.05630595e-02   1.71109626e-01
   -2.23049471e-01  -9.56731293e-02  -1.41156321e-01   1.21380777e-01
    1.18740162e-02   3.17276756e-01]
 [  1.20444401e-02   1.16044704e-01  -1.95015081e-02   4.95089521e-02
    5.70058694e-02  -7.45657914e-03   3.41751585e-01   4.04773414e-02
    1.46953629e-01  -2.36870723e-02]
 [  2.27169303e-01   6.03841627e-01   1.12226443e-02  -5.46619095e-02
    9.34366433e-01  -3.14381930e-02  -1.11409807e+00  -4.33542281e-02
    8.33910211e-02   3.30871022e-01]
 [  3.69651626e-02  -5.03612872e-01  -1.92977379e-01   2.47450277e-01
   -1.74268558e-01   1.42321566e-01   3.27334478e-01   6.20658883e-02
    1.22258945e-01   3.22619357e-01]
 [ -5.00520758e-02   2.00604080e-02  -1.43911749e-01   5.42882360e-02
   -1.49111276e-01  -1.85334907e-01   1.76516838e-01  -1.14043359e-01
   -1.86920996e-01  -6.89317739e-02]
 [ -4.01133394e-01  -6.77576209e-01  -3.06808489e-01   1.27970373e-01
   -3.78333679e-01   4.20905546e-02   3.99256076e-01  -4.29232854e-02
   -5.09126591e-02  -6.05325975e-02]
 [ -1.32086902e-02  -3.81550447e-01   6.69370392e-03   6.94205074e-02
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    1.85629198e-01   1.56926903e-02]
 [ -1.11930945e-01  -2.92407308e-01   1.51695185e-01  -4.55570134e-01
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   -9.46759017e-02   1.00799730e-01]]
[[ 0.61285682]
 [ 1.89331384]
 [ 0.20545292]
 [ 0.92257776]
 [-2.94639462]
 [-0.36022224]
 [-1.92658832]
 [ 0.0554252 ]
 [ 0.66507666]
 [ 0.84934177]]
Progress: 73.3% ... Training loss: 0.242 ... Validation loss: 0.418[[  2.26894248e-01   5.21041904e-01  -8.02181634e-02   1.72579859e-01
   -2.25169097e-01  -9.62479441e-02  -1.41820607e-01   1.21472147e-01
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 [  2.28402098e-01   6.07994719e-01   1.17152152e-02  -5.25536005e-02
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    8.48150249e-02   3.32559538e-01]
 [  3.79075752e-02  -5.01952723e-01  -1.92708522e-01   2.48819061e-01
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 [ -4.86876473e-02   2.59724742e-02  -1.43515015e-01   5.62029925e-02
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   -5.01983168e-02  -5.96514623e-02]
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   -1.79187970e-01  -2.18802723e-01]
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   -9.98777103e-02  -1.57886646e-02]
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   -6.99810478e-02  -9.72689984e-03]
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 [  1.68150198e-01  -4.23622318e-02  -2.21553307e-01  -2.66218851e-02
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 [ -9.10360195e-02  -9.75432072e-02   1.25749057e-01   1.21323687e-01
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    1.85486311e-01   1.55553181e-02]
 [ -1.11578030e-01  -2.90807472e-01   1.51826408e-01  -4.55074987e-01
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   -9.42078085e-02   1.01268768e-01]]
[[ 0.62047976]
 [ 1.89834109]
 [ 0.20962178]
 [ 0.92949931]
 [-2.9398981 ]
 [-0.35495587]
 [-1.92052629]
 [ 0.06066428]
 [ 0.67193447]
 [ 0.85673822]]
Progress: 73.3% ... Training loss: 0.241 ... Validation loss: 0.418[[  2.27391736e-01   5.22323294e-01  -8.00653077e-02   1.73106398e-01
   -2.26248759e-01  -9.65150762e-02  -1.41778829e-01   1.21520642e-01
    1.34912491e-02   3.18750113e-01]
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 [  2.29257711e-01   6.08415436e-01   1.19573232e-02  -5.14486842e-02
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    8.56037696e-02   3.33351891e-01]
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   -1.79775163e-01   1.41648970e-01   3.24134656e-01   6.21869362e-02
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 [ -4.98084824e-02   2.36856191e-02  -1.43861621e-01   5.47758413e-02
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   -1.86853843e-01  -6.90693783e-02]
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   -4.93803527e-02  -5.87766600e-02]
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   -1.78548493e-01  -2.18045284e-01]
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   -1.99706034e-02  -4.68477994e-02]
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   -1.74707613e-01  -3.75106419e-01]
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   -8.90985385e-02  -1.32915675e-01]
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 [  3.82049769e-01   4.26087364e-01  -7.02703495e-02   3.25124624e-01
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 [  6.01449970e-02   1.02280247e-01   2.59331852e-01   2.58969205e-01
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   -1.78343627e-01   1.19916556e-01]
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   -5.24695376e-02  -1.78661549e-02]
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   -6.20489529e-01   9.44674744e-02  -1.72358020e-01   1.59127972e-01
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   -1.24023112e-01   1.36075102e-01  -1.01112542e-01  -1.64769322e-02
   -4.32707017e-02   3.67738349e-02]
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   -2.11647877e-01   2.92041026e-02]
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   -1.70305107e-01  -2.27745220e-01]
 [  2.26235862e-02  -3.98055021e-01  -1.92722664e-01  -1.53979470e-01
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 [ -8.45324917e-02  -3.33460624e-02   2.78417501e-01   5.38009572e-02
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   -6.95141709e-02  -9.25620720e-03]
 [ -3.02398652e-01  -2.20918905e-03   3.05930262e-02   3.55584610e-02
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   -3.58191672e-02   1.24796345e-01]
 [  1.68404553e-01  -4.22872836e-02  -2.21451456e-01  -2.61869081e-02
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    3.21151884e-02  -1.46672735e-01]
 [  2.50800075e-01  -2.19764753e-01   7.97400104e-02   3.61822412e-02
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    1.55064212e-01  -1.16626536e-01]
 [ -9.10676901e-02  -9.82281024e-02   1.25728607e-01   1.21162936e-01
    3.93419363e-02  -1.20996241e-01   2.08999855e-01  -7.87142684e-02
    1.85429913e-01   1.55314967e-02]
 [ -1.11437778e-01  -2.90255151e-01   1.51883801e-01  -4.55032052e-01
   -5.64986309e-01   1.73841136e-01   2.19447907e-01  -1.35063978e-01
   -9.40508010e-02   1.01429008e-01]]
[[ 0.62417566]
 [ 1.90134718]
 [ 0.21292533]
 [ 0.93400109]
 [-2.93685743]
 [-0.35146555]
 [-1.91789077]
 [ 0.06376181]
 [ 0.67547053]
 [ 0.86056033]]
Progress: 73.4% ... Training loss: 0.243 ... Validation loss: 0.419[[  2.25690578e-01   5.18686870e-01  -8.06096079e-02   1.70517118e-01
   -2.20007431e-01  -9.56195974e-02  -1.38336498e-01   1.21344962e-01
    1.14121226e-02   3.16721834e-01]
 [  1.27262544e-02   1.17887101e-01  -1.92905186e-02   5.04725523e-02
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    1.47627176e-01  -2.27346755e-02]
 [  2.27565096e-01   6.03614316e-01   1.13235451e-02  -5.40844090e-02
    9.28237757e-01  -3.17204503e-02  -1.11589705e+00  -4.33566894e-02
    8.35936130e-02   3.31107283e-01]
 [  4.12203406e-02  -4.93211270e-01  -1.91567720e-01   2.54221595e-01
   -1.90820651e-01   1.40120209e-01   3.16453037e-01   6.24942383e-02
    1.27284912e-01   3.28579578e-01]
 [ -5.50537544e-02   8.96531837e-03  -1.45753797e-01   4.64636281e-02
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   -1.92662985e-01  -7.62755775e-02]
 [ -4.01051931e-01  -6.79041667e-01  -3.06810055e-01   1.27844701e-01
   -3.77343845e-01   4.19767018e-02   4.00481543e-01  -4.29251500e-02
   -5.09081640e-02  -6.03776835e-02]
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   -1.91590258e-01  -7.05414562e-02   1.81157692e-01  -1.94889826e-01
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   -2.17259690e-01  -4.11522032e-02   1.15419429e-01   1.11396151e-01
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   -2.05291653e-01   6.61831444e-02  -2.81756142e-02  -3.11740981e-02
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 [  1.38525176e-02  -5.26084193e-01   5.95388567e-02  -1.13519287e-01
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   -3.31620277e-02   2.39859172e-02]
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   -1.78537623e-01  -2.17992791e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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 [ -2.95133929e-01  -3.42866462e-01   9.05731406e-02   1.97697276e-01
   -1.81317660e-01  -5.79667344e-02   1.17449873e-01  -2.63309965e-01
   -2.95871129e-01  -1.18749129e-01]
 [  8.39730075e-02  -2.47575035e-01  -2.93160682e-02   8.88744992e-02
   -6.68119909e-02  -8.32556341e-02   3.03919069e-01   3.08501640e-05
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 [  2.51573619e-02  -1.65907852e-01  -2.15249871e-01   1.24666969e-01
   -7.74108704e-02   8.41703599e-02  -1.22014212e-04  -2.14269218e-02
   -1.00001438e-01  -1.57380087e-02]
 [ -1.19940169e-01  -1.13936900e-01  -2.00852678e-01   1.58054621e-01
   -4.37681013e-02   1.32960175e-01  -1.06978079e-02  -2.51368345e-01
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 [ -5.33289069e-02  -1.00197873e-01   2.80949334e-01   1.19646430e-01
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 [  7.11492925e-02  -3.18024298e-02   8.85176554e-02   8.68475808e-02
   -6.67605695e-02  -1.81813628e-02   1.39993431e-01   1.18984634e-01
   -2.06604191e-02  -4.76863975e-02]
 [  7.92658213e-03  -1.97340592e-01  -2.96639872e-01  -6.33327467e-02
   -4.71053327e-02  -9.09759434e-02   3.81962202e-02   1.60598486e-01
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 [  5.55723326e-02  -9.19597542e-02  -1.11894473e-01   6.14063515e-02
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   -1.46573842e-01  -4.49747509e-02]
 [  2.61139517e-02   2.40258580e-02   1.30869336e-01   1.46769511e-01
   -3.69567902e-02   9.42043783e-02  -7.84823333e-02  -4.02378803e-02
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 [  1.08219139e-01   7.41078495e-02  -4.43921913e-02  -1.04983725e-01
   -1.42858101e-01  -3.28638045e-01   1.38736905e-01   7.47924985e-03
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   -1.21481134e-01  -2.00980597e-01   5.72135227e-03  -2.17074156e-02
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   -3.63794385e-01   4.98545239e-03   9.42696490e-02  -2.70697057e-02
   -2.21807198e-02   2.24988345e-02]
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   -1.74572237e-01  -3.74921411e-01]
 [ -1.66498197e-02  -5.24985234e-01  -3.21973718e-02  -7.44945946e-02
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    2.91382990e-02  -3.92347238e-01]
 [  1.44387417e-02  -5.83253816e-01  -4.39646018e-02  -1.03202328e-01
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   -3.62535031e-01  -2.16633960e-01]
 [ -1.76009487e-01  -6.94819998e-01  -1.17919026e-02  -2.06089631e-01
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   -7.00683746e-02   9.01312904e-02]
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   -8.91249224e-02  -1.32930152e-01]
 [ -2.21072084e-01  -4.02885155e-01   2.47034256e-01  -2.57491246e-01
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   -2.69532001e-01  -3.74378292e-02]
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   -3.27899484e-02  -1.43833414e-01]
 [  8.03744368e-02   2.64243088e-01   1.52646288e-01  -1.30833274e-01
   -1.35773112e-01   6.44258607e-02  -1.43665332e-01   2.78261546e-01
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 [  3.81746304e-01   4.25460194e-01  -7.03624634e-02   3.24724977e-01
   -9.11322891e-01  -2.95714889e-01  -5.51003933e-01   1.79031760e-01
    4.20633108e-01   2.04155229e-02]
 [  6.00822992e-02   1.02023241e-01   2.59307842e-01   2.58835890e-01
   -1.73209635e-02  -2.03694133e-01  -1.84025164e-01  -1.32153737e-01
   -1.24714149e-01  -2.76071220e-01]
 [  2.03432542e-02  -1.22267281e-01  -1.22571320e-01  -6.47986904e-02
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 [  1.23772758e-02  -4.28434617e-02  -6.55740942e-02  -4.33762045e-02
   -3.04674226e-03  -1.86328869e-01   3.07495587e-02   1.02161289e-02
    4.31401793e-02   1.05818391e-02]
 [  4.12414836e-02   1.36846323e-01   2.47332867e-01   8.63106122e-02
   -2.00718579e-01  -1.45509739e-01   3.42381886e-02   3.97254977e-02
   -1.77778304e-01   1.20735003e-01]
 [  8.82845209e-02   9.64057226e-02   1.10936485e-01   1.83734584e-02
   -2.23744736e-01   5.82909498e-02  -2.63986825e-02  -2.71095026e-01
   -5.40241687e-03  -7.35893950e-02]
 [ -4.24043229e-03   1.42689813e-01   8.53737655e-02  -3.63985486e-02
   -4.89487827e-02   1.75730801e-01   2.96593003e-02   1.17786038e-01
   -2.04792777e-02   1.73888580e-01]
 [  2.30517555e-01   1.18575619e-01   2.98320280e-02   7.99446438e-02
   -1.35191527e-02  -2.99533814e-02  -2.53168128e-01   1.48194212e-01
   -5.24893450e-02  -1.78725825e-02]
 [  5.00955067e-02   7.49235440e-02   1.86903056e-02   4.60563171e-02
   -4.68611522e-01  -1.25807623e-01  -2.61728757e-01   4.10085313e-02
    1.20729525e-01   1.97499462e-01]
 [  6.07509938e-02   4.67525584e-01   1.28952396e-01   4.51498438e-01
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 [  1.66233990e-01   4.66877869e-01   6.63054786e-02   4.25727939e-01
   -1.30043537e+00  -7.36302292e-02  -3.78842906e-01   1.49963837e-01
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 [  2.15019119e-01   2.99796175e-01   2.37099066e-01   1.16019774e-01
   -6.21452642e-01   9.43308854e-02  -1.73001942e-01   1.59148526e-01
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 [ -8.38743845e-02   2.46362083e-01   2.37034729e-01   2.36767127e-03
   -1.23980849e-01   1.36091477e-01  -1.01077740e-01  -1.64797088e-02
   -4.33007582e-02   3.67412561e-02]
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   -2.85419248e-01  -1.04787480e-01]
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   -2.12055832e-01   2.87448793e-02]
 [  5.74186622e-03  -4.68554240e-01  -1.29890089e-01  -1.69245146e-01
    3.71469667e-01   2.65410458e-02   2.13830551e-01   1.51551942e-01
   -1.70544005e-01  -2.28061844e-01]
 [  2.35214835e-02  -3.96043438e-01  -1.92437546e-01  -1.52730713e-01
   -4.48808795e-01   1.50755287e-03   2.93549878e-01  -1.68772847e-01
    3.15774047e-02  -2.91622775e-01]
 [ -8.46624166e-02  -3.39679710e-02   2.78360618e-01   5.35275055e-02
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   -6.97171823e-02  -9.44380229e-03]
 [ -3.03648680e-01  -5.90176899e-03   3.01759809e-02   3.37385264e-02
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   -3.71848813e-02   1.23171925e-01]
 [  1.68510099e-01  -4.20831339e-02  -2.21407641e-01  -2.60125592e-02
    9.88597199e-02  -3.16745162e-01   5.42556992e-02  -1.63531087e-01
    3.22067567e-02  -1.46545038e-01]
 [  2.49898638e-01  -2.21945482e-01   7.94619460e-02   3.49321572e-02
    8.62154305e-02  -6.17123820e-02   1.33538967e-02  -1.32676354e-01
    1.54083387e-01  -1.17580680e-01]
 [ -9.13771471e-02  -9.85965239e-02   1.25626271e-01   1.20843706e-01
    3.95648929e-02  -1.20832316e-01   2.09950703e-01  -7.87468693e-02
    1.85213494e-01   1.53348445e-02]
 [ -1.12473419e-01  -2.93222894e-01   1.51529115e-01  -4.56712629e-01
   -5.61994671e-01   1.74452095e-01   2.21962759e-01  -1.35177383e-01
   -9.52462584e-02   1.00158860e-01]]
[[ 0.61582075]
 [ 1.89128647]
 [ 0.20401478]
 [ 0.9253661 ]
 [-2.94177179]
 [-0.35696534]
 [-1.92352491]
 [ 0.05559514]
 [ 0.66809281]
 [ 0.8508022 ]]
Progress: 73.5% ... Training loss: 0.241 ... Validation loss: 0.422[[  2.25838276e-01   5.19699690e-01  -8.05048867e-02   1.70808185e-01
   -2.19250968e-01  -9.56896386e-02  -1.38213508e-01   1.21369834e-01
    1.17959180e-02   3.16932921e-01]
 [  1.27694588e-02   1.17996380e-01  -1.92732568e-02   5.05494846e-02
    5.40267024e-02  -7.85260836e-03   3.39945435e-01   4.05479576e-02
    1.47680473e-01  -2.26694579e-02]
 [  2.27797339e-01   6.03658365e-01   1.13818817e-02  -5.35797459e-02
    9.26586063e-01  -3.18624400e-02  -1.11720811e+00  -4.33231097e-02
    8.40081938e-02   3.31568090e-01]
 [  4.15702911e-02  -4.90372262e-01  -1.91496842e-01   2.54540338e-01
   -1.93225426e-01   1.40051187e-01   3.13994864e-01   6.24951773e-02
    1.27502356e-01   3.28798129e-01]
 [ -5.47374400e-02   1.02278808e-02  -1.45543751e-01   4.73006531e-02
   -1.27982061e-01  -1.82936626e-01   1.86063689e-01  -1.14547205e-01
   -1.92204022e-01  -7.57297447e-02]
 [ -4.00967552e-01  -6.79634809e-01  -3.06765956e-01   1.27921744e-01
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   -5.07589703e-02  -6.03129579e-02]
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 [ -9.05062313e-02  -9.66823967e-02   1.25927815e-01   1.22060583e-01
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    1.86190210e-01   1.65988024e-02]
 [ -1.12391667e-01  -2.92965154e-01   1.51540510e-01  -4.56599379e-01
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[[ 0.61294137]
 [ 1.8905925 ]
 [ 0.2008394 ]
 [ 0.92315191]
 [-2.94411305]
 [-0.36005179]
 [-1.92769982]
 [ 0.0531942 ]
 [ 0.66465058]
 [ 0.84823803]]
Progress: 73.5% ... Training loss: 0.242 ... Validation loss: 0.423[[  2.27170775e-01   5.23730481e-01  -8.01012938e-02   1.72602189e-01
   -2.22738964e-01  -9.65058441e-02  -1.42644261e-01   1.21486316e-01
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    8.35940428e-02   3.31086352e-01]
 [  4.07353068e-02  -4.92328568e-01  -1.91745254e-01   2.53434248e-01
   -1.91530048e-01   1.40534624e-01   3.16397860e-01   6.24266717e-02
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   -4.98911240e-02  -5.92349799e-02]
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   -1.78334928e-01  -2.17788177e-01]
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   -1.94065809e-02  -4.61747044e-02]
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   -1.21569947e-01  -2.00995305e-01   6.03278442e-03  -2.17039613e-02
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 [  2.27753164e-02  -3.96604247e-01  -1.92677052e-01  -1.53809885e-01
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 [  2.50075019e-01  -2.21725462e-01   7.95192034e-02   3.52132332e-02
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 [ -9.01522179e-02  -9.56766898e-02   1.26043606e-01   1.22585644e-01
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    1.86565063e-01   1.70579009e-02]
 [ -1.12008464e-01  -2.91671234e-01   1.51652201e-01  -4.56153703e-01
   -5.64929995e-01   1.74213237e-01   2.20350934e-01  -1.35138268e-01
   -9.47490137e-02   1.00809309e-01]]
[[ 0.62140628]
 [ 1.89632828]
 [ 0.2105001 ]
 [ 0.93169875]
 [-2.93903686]
 [-0.35262716]
 [-1.91790145]
 [ 0.06095867]
 [ 0.67496174]
 [ 0.85618506]]
Progress: 73.5% ... Training loss: 0.242 ... Validation loss: 0.424[[  2.26173221e-01   5.22005407e-01  -8.04436888e-02   1.70800036e-01
   -2.19502039e-01  -9.58548805e-02  -1.42263543e-01   1.21379771e-01
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 [  2.28197975e-01   6.03522909e-01   1.13437654e-02  -5.37844594e-02
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    8.41962620e-02   3.32007971e-01]
 [  4.18373656e-02  -4.86693906e-01  -1.91320298e-01   2.55354942e-01
   -1.99458414e-01   1.39935667e-01   3.11236818e-01   6.25391964e-02
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 [ -5.69062895e-02   5.69901094e-03  -1.46044014e-01   4.47685592e-02
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   -1.94353419e-01  -7.76182736e-02]
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   -5.03914471e-02  -5.96746104e-02]
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   -1.78243352e-01  -2.17520098e-01]
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   -1.93702257e-02  -4.60274779e-02]
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   -1.74492843e-01  -3.74854884e-01]
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 [  1.45281167e-02  -5.83333508e-01  -4.39584587e-02  -1.03177117e-01
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 [  6.03141384e-02   1.02412107e-01   2.59391278e-01   2.59176431e-01
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   -1.77142389e-01   1.21652191e-01]
 [  8.85374880e-02   9.70864074e-02   1.11017081e-01   1.86570099e-02
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   -5.11608335e-03  -7.31873198e-02]
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   -2.17623073e-02   1.72357673e-01]
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   -5.31450136e-02  -1.86218696e-02]
 [  4.96391090e-02   7.40018698e-02   1.85592274e-02   4.53921789e-02
   -4.67085424e-01  -1.25577458e-01  -2.60468931e-01   4.09712106e-02
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   -1.29989789e+00  -7.34394250e-02  -3.77689118e-01   1.49933725e-01
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 [  2.15253611e-01   3.01447644e-01   2.37204507e-01   1.16487772e-01
   -6.24719282e-01   9.41428332e-02  -1.74809738e-01   1.59173380e-01
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   -4.38729314e-02   3.60230167e-02]
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   -2.85727326e-01  -1.05123822e-01]
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   -2.11583934e-01   2.93393300e-02]
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   -1.70440711e-01  -2.27928802e-01]
 [  2.30609844e-02  -3.95688883e-01  -1.92607355e-01  -1.53492494e-01
   -4.53557337e-01   1.80890732e-03   2.92976228e-01  -1.68823345e-01
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 [ -8.45783563e-02  -3.40501199e-02   2.78421359e-01   5.36264412e-02
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   -6.96468076e-02  -9.38744959e-03]
 [ -3.04464582e-01  -8.23104862e-03   2.98992126e-02   3.25475051e-02
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   -3.81272703e-02   1.22166515e-01]
 [  1.69093398e-01  -4.16106501e-02  -2.21220831e-01  -2.54270250e-02
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    3.29305364e-02  -1.45756293e-01]
 [  2.49559981e-01  -2.23258996e-01   7.93447578e-02   3.43585865e-02
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    1.53633926e-01  -1.18076254e-01]
 [ -8.96507692e-02  -9.38812793e-02   1.26221063e-01   1.23279038e-01
    3.49791264e-02  -1.21809563e-01   2.05333048e-01  -7.85826518e-02
    1.86994010e-01   1.77350597e-02]
 [ -1.13454268e-01  -2.95157728e-01   1.51153163e-01  -4.58419426e-01
   -5.63463030e-01   1.75040053e-01   2.24143804e-01  -1.35288050e-01
   -9.63799908e-02   9.90500830e-02]]
[[ 0.61551869]
 [ 1.89086889]
 [ 0.20342613]
 [ 0.92638342]
 [-2.94198135]
 [-0.35810555]
 [-1.92393136]
 [ 0.05464349]
 [ 0.66826536]
 [ 0.8493386 ]]
Progress: 73.6% ... Training loss: 0.242 ... Validation loss: 0.423[[  2.28008959e-01   5.25839055e-01  -7.98400721e-02   1.73441834e-01
   -2.23338224e-01  -9.68717090e-02  -1.45955195e-01   1.21540677e-01
    1.38290008e-02   3.19894288e-01]
 [  1.26540262e-02   1.16442665e-01  -1.93641801e-02   5.00617484e-02
    5.49177265e-02  -7.74095816e-03   3.40882040e-01   4.05186228e-02
    1.47447667e-01  -2.30227631e-02]
 [  2.28875587e-01   6.02546678e-01   1.15588100e-02  -5.28430422e-02
    9.23064627e-01  -3.23808237e-02  -1.12203788e+00  -4.32611522e-02
    8.48714925e-02   3.33156239e-01]
 [  3.95393140e-02  -4.91886711e-01  -1.92106911e-01   2.52349795e-01
   -1.90556815e-01   1.41202898e-01   3.16956959e-01   6.23218446e-02
    1.25930988e-01   3.25535317e-01]
 [ -5.37535103e-02   1.26642524e-02  -1.45000634e-01   4.94937615e-02
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   -1.91162723e-01  -7.35433429e-02]
 [ -4.00628765e-01  -6.77633492e-01  -3.06674770e-01   1.28126774e-01
   -3.78568987e-01   4.16461396e-02   3.99250712e-01  -4.28870688e-02
   -5.04661216e-02  -5.98114648e-02]
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   -1.92990982e-01  -7.03429779e-02   1.81996218e-01  -1.94934785e-01
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   -2.22586235e-01  -4.14596368e-02   1.10745012e-01   1.11448358e-01
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 [ -1.79952124e-01  -2.31766182e-01  -3.01295415e-01  -2.43691655e-02
   -2.03901386e-01   6.69314447e-02  -2.38628633e-02  -3.12942587e-02
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 [  1.08314238e-02  -5.35084075e-01   5.84720677e-02  -1.19044736e-01
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   -3.63525938e-02   2.02967376e-02]
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   -3.27581933e-01  -4.17824423e-03   2.63979135e-01  -1.01900957e-01
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   -1.77724330e-01  -2.16905248e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.94904277e-01  -3.42177411e-01   9.06659431e-02   1.97892411e-01
   -1.81335484e-01  -5.81144346e-02   1.16746227e-01  -2.63289697e-01
   -2.95587263e-01  -1.18431088e-01]
 [  8.35223857e-02  -2.47891740e-01  -2.94786742e-02   8.80761562e-02
   -6.64151231e-02  -8.30512351e-02   3.04459933e-01  -1.43508365e-05
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 [  2.54927962e-02  -1.65731326e-01  -2.15150154e-01   1.25064433e-01
   -7.65195396e-02   8.39425789e-02  -3.72660643e-04  -2.13874928e-02
   -9.95425300e-02  -1.51984487e-02]
 [ -1.20335811e-01  -1.15689421e-01  -2.00968557e-01   1.57371673e-01
   -4.36935529e-02   1.33205602e-01  -9.86689616e-03  -2.51408860e-01
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 [ -5.43440675e-02  -1.02828774e-01   2.80624487e-01   1.18196626e-01
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    9.40361212e-02   7.24910109e-02]
 [  7.31438680e-02  -2.56979973e-02   8.91797809e-02   8.98274524e-02
   -7.61624034e-02  -1.94245910e-02   1.34446863e-01   1.19169407e-01
   -1.84244967e-02  -4.48166046e-02]
 [  7.69443429e-03  -1.99888694e-01  -2.96833761e-01  -6.43397183e-02
   -4.72740104e-02  -9.07947830e-02   3.57703736e-02   1.60545903e-01
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 [  5.59713325e-02  -9.08365797e-02  -1.11735480e-01   6.21691441e-02
   -2.69760867e-01   3.15397289e-01   3.11441514e-01   2.04280208e-01
   -1.46043354e-01  -4.41391716e-02]
 [  2.59015353e-02   2.35976258e-02   1.30814134e-01   1.46397546e-01
   -3.58561935e-02   9.44118525e-02  -7.69553774e-02  -4.02546887e-02
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 [  1.07972168e-01   7.30815149e-02  -4.44557985e-02  -1.05403770e-01
   -1.42083562e-01  -3.28477952e-01   1.39959852e-01   7.45140629e-03
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 [ -1.16734815e-01  -1.29848798e-01  -1.99686740e-02   5.77926911e-03
   -1.21005394e-01  -2.00636395e-01   7.12528121e-03  -2.17600217e-02
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   -3.62834343e-01   5.23540651e-03   9.55234565e-02  -2.71058132e-02
   -2.26285301e-02   2.19234353e-02]
 [ -2.44161416e-02  -1.97301698e-01  -7.32181963e-02  -1.16451581e-01
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   -1.74425794e-01  -3.74789958e-01]
 [ -1.61451263e-02  -5.24050105e-01  -3.20328448e-02  -7.37796971e-02
    6.51687357e-01   9.96428894e-02   6.21140317e-01   9.11080031e-02
    2.96555327e-02  -3.91678817e-01]
 [  1.47560582e-02  -5.83055931e-01  -4.38817201e-02  -1.02827435e-01
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   -3.62224813e-01  -2.16199667e-01]
 [ -1.75910287e-01  -6.94663109e-01  -1.17516572e-02  -2.05916274e-01
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   -6.99603893e-02   9.02979664e-02]
 [ -3.05092099e-01  -5.34573621e-01   5.41044474e-02  -4.84190704e-02
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   -8.91080810e-02  -1.32932373e-01]
 [ -2.21364814e-01  -4.03667308e-01   2.46947490e-01  -2.57908983e-01
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   -2.69817814e-01  -3.77278313e-02]
 [ -1.53437300e-01  -2.83899722e-01  -1.89348893e-01  -1.31178147e-01
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   -3.28153811e-02  -1.43931994e-01]
 [  7.90778746e-02   2.63004723e-01   1.52251772e-01  -1.32749019e-01
   -1.35174462e-01   6.51304315e-02  -1.40876117e-01   2.78137716e-01
    3.78598690e-02   1.45463457e-01]
 [  3.80949212e-01   4.23743286e-01  -7.06308065e-02   3.23272389e-01
   -9.10421293e-01  -2.95269120e-01  -5.48823636e-01   1.78959681e-01
    4.19851484e-01   1.95303466e-02]
 [  6.01639124e-02   1.01907319e-01   2.59341912e-01   2.58931325e-01
   -1.72710151e-02  -2.03730258e-01  -1.84263323e-01  -1.32150225e-01
   -1.24632559e-01  -2.76019021e-01]
 [  2.05051531e-02  -1.22470040e-01  -1.22507391e-01  -6.44841448e-02
    2.34166050e-01   3.90929749e-02  -1.30927508e-02  -1.86332390e-01
    2.61900235e-02   1.99243784e-01]
 [  1.32745683e-02  -4.13255523e-02  -6.53454478e-02  -4.22832197e-02
   -5.45667591e-03  -1.86822185e-01   2.73679110e-02   1.02868064e-02
    4.40205244e-02   1.16180040e-02]
 [  4.24739970e-02   1.40457930e-01   2.47726564e-01   8.80597334e-02
   -2.04941780e-01  -1.46185344e-01   2.93464067e-02   3.98334653e-02
   -1.76575141e-01   1.22297865e-01]
 [  8.84869237e-02   9.67296675e-02   1.10999302e-01   1.85605108e-02
   -2.24723682e-01   5.81382639e-02  -2.64290349e-02  -2.71072030e-01
   -5.15303444e-03  -7.32412185e-02]
 [ -5.46604061e-03   1.38992062e-01   8.49392700e-02  -3.85234861e-02
   -4.37092416e-02   1.76451830e-01   3.22487315e-02   1.17656473e-01
   -2.18526233e-02   1.72248116e-01]
 [  2.30433117e-01   1.17324433e-01   2.97705579e-02   7.97337459e-02
   -1.16328329e-02  -2.99063168e-02  -2.53010320e-01   1.48180194e-01
   -5.25958698e-02  -1.78921271e-02]
 [  4.91580510e-02   7.27203984e-02   1.84252963e-02   4.46638329e-02
   -4.65599138e-01  -1.25328575e-01  -2.58894375e-01   4.09301058e-02
    1.19697313e-01   1.96321693e-01]
 [  6.16060769e-02   4.69930011e-01   1.29273480e-01   4.52835141e-01
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    3.07319781e-01   3.48520434e-01]
 [  1.66211296e-01   4.66411535e-01   6.62883388e-02   4.25621869e-01
   -1.30041020e+00  -7.35842891e-02  -3.77951267e-01   1.49958761e-01
    2.12628742e-01   4.59912698e-01]
 [  2.15211590e-01   3.01332753e-01   2.37190703e-01   1.16423969e-01
   -6.24606643e-01   9.41675732e-02  -1.74681770e-01   1.59169619e-01
    2.16664480e-01   4.83441621e-02]
 [ -8.46073731e-02   2.44352613e-01   2.36778791e-01   1.35112617e-03
   -1.21866300e-01   1.36501650e-01  -9.92710975e-02  -1.65417737e-02
   -4.41136605e-02   3.57771079e-02]
 [ -1.10130148e-01   9.40968385e-03   2.00166623e-02   7.71360912e-02
   -8.36305034e-02   1.20907245e-01   2.24357915e-01   1.83413760e-02
   -2.85685467e-01  -1.05076008e-01]
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   -2.11640598e-01   2.92726803e-02]
 [  5.70968693e-03  -4.68715172e-01  -1.29886462e-01  -1.69292542e-01
    3.71780033e-01   2.65467002e-02   2.14076102e-01   1.51551890e-01
   -1.70570181e-01  -2.28089439e-01]
 [  2.23759016e-02  -3.97961732e-01  -1.92857816e-01  -1.54653097e-01
   -4.53064444e-01   2.20148103e-03   2.95418461e-01  -1.68883372e-01
    3.03755244e-02  -2.93111901e-01]
 [ -8.50410270e-02  -3.60079852e-02   2.78274275e-01   5.29576314e-02
    1.66573152e-01   5.79084084e-02   5.33144106e-02  -2.93276678e-01
   -7.01665111e-02  -9.96866677e-03]
 [ -3.04455828e-01  -8.06816148e-03   2.99103313e-02   3.25626885e-02
    1.49049567e-01  -1.99123972e-01  -1.48583646e-02   2.36641408e-01
   -3.80962020e-02   1.22185360e-01]
 [  1.68702013e-01  -4.28173700e-02  -2.21326544e-01  -2.60090195e-02
    1.01135232e-01  -3.16857159e-01   5.44198891e-02  -1.63514377e-01
    3.25526301e-02  -1.46290687e-01]
 [  2.49327448e-01  -2.23804165e-01   7.92569792e-02   3.39711248e-02
    8.79602214e-02  -6.13812159e-02   1.47545132e-02  -1.32732069e-01
    1.53370468e-01  -1.18442905e-01]
 [ -8.98883390e-02  -9.41436711e-02   1.26157805e-01   1.23143105e-01
    3.40736193e-02  -1.21685201e-01   2.05756950e-01  -7.86039585e-02
    1.86901535e-01   1.76683004e-02]
 [ -1.11853748e-01  -2.91475751e-01   1.51684835e-01  -4.56222930e-01
   -5.71240278e-01   1.74105433e-01   2.20156630e-01  -1.35150545e-01
   -9.44474801e-02   1.01282732e-01]]
[[ 0.61447506]
 [ 1.89314985]
 [ 0.20242009]
 [ 0.92429456]
 [-2.94432821]
 [-0.35990911]
 [-1.92545125]
 [ 0.05307183]
 [ 0.66369798]
 [ 0.84855686]]
Progress: 73.7% ... Training loss: 0.241 ... Validation loss: 0.421[[  2.29216991e-01   5.30730206e-01  -7.93326868e-02   1.75536249e-01
   -2.28117562e-01  -9.77067486e-02  -1.49715840e-01   1.21666057e-01
    1.51388657e-02   3.21750547e-01]
 [  1.25257273e-02   1.16189876e-01  -1.94071282e-02   4.98817005e-02
    5.56899970e-02  -7.67298329e-03   3.41201184e-01   4.05092821e-02
    1.47311144e-01  -2.31847685e-02]
 [  2.29137210e-01   6.03727836e-01   1.15646669e-02  -5.31255789e-02
    9.19777213e-01  -3.24774229e-02  -1.12346937e+00  -4.32480337e-02
    8.49881915e-02   3.33580170e-01]
 [  3.52641128e-02  -5.01890357e-01  -1.93483103e-01   2.46550493e-01
   -1.77371436e-01   1.43764892e-01   3.26536598e-01   6.19505662e-02
    1.21511807e-01   3.19935780e-01]
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 [ -8.88889687e-02  -9.15020943e-02   1.26493473e-01   1.24674165e-01
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    1.87951982e-01   1.91104979e-02]
 [ -1.11092088e-01  -2.88537889e-01   1.51975868e-01  -4.55197337e-01
   -5.75103019e-01   1.73585517e-01   2.18157147e-01  -1.35072873e-01
   -9.36138462e-02   1.02439356e-01]]
[[ 0.62126488]
 [ 1.90076974]
 [ 0.21144963]
 [ 0.92895891]
 [-2.94244565]
 [-0.35332759]
 [-1.92004348]
 [ 0.06077099]
 [ 0.67079755]
 [ 0.85566682]]
Progress: 73.7% ... Training loss: 0.241 ... Validation loss: 0.420[[  2.27579404e-01   5.27155015e-01  -7.98295195e-02   1.73181034e-01
   -2.21036842e-01  -9.69050855e-02  -1.46032715e-01   1.21517432e-01
    1.34364276e-02   3.19832841e-01]
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    1.47703474e-01  -2.27752168e-02]
 [  2.28093560e-01   5.99254700e-01   1.12350388e-02  -5.47148577e-02
    9.25935154e-01  -3.19090840e-02  -1.12192884e+00  -4.33514863e-02
    8.37851966e-02   3.32270177e-01]
 [  3.68408662e-02  -4.96520038e-01  -1.92914732e-01   2.49235385e-01
   -1.86305333e-01   1.42867340e-01   3.21835551e-01   6.21187675e-02
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   -1.95471523e-01  -7.88129669e-02]
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   -4.85668608e-02  -5.75515907e-02]
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   -2.06534817e-01   6.66147925e-02  -2.51528689e-02  -3.12564569e-02
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   -1.79116091e-01  -2.18718845e-01]
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   -9.93841362e-02  -1.49690782e-02]
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 [  7.18766151e-02  -2.95980259e-02   8.87452751e-02   8.78183667e-02
   -7.19586227e-02  -1.86300046e-02   1.36606458e-01   1.19041022e-01
   -1.98827165e-02  -4.65434337e-02]
 [  8.16733193e-03  -1.98845371e-01  -2.96698722e-01  -6.37534557e-02
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 [  5.73328237e-02  -8.62210849e-02  -1.11205423e-01   6.44037628e-02
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   -1.44430567e-01  -4.21428677e-02]
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   -1.43001908e-01  -3.28610905e-01   1.39522272e-01   7.46356815e-03
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    1.87225664e-01   1.81769501e-02]
 [ -1.12407198e-01  -2.91470152e-01   1.51539395e-01  -4.57321886e-01
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   -9.50578183e-02   1.00892725e-01]]
[[ 0.61370154]
 [ 1.89227173]
 [ 0.20137479]
 [ 0.92121822]
 [-2.95044343]
 [-0.35945297]
 [-1.92832195]
 [ 0.05471929]
 [ 0.6627906 ]
 [ 0.84685767]]
Progress: 73.8% ... Training loss: 0.241 ... Validation loss: 0.422[[  2.26961395e-01   5.27757967e-01  -7.99236058e-02   1.72652118e-01
   -2.21066078e-01  -9.67223611e-02  -1.45897682e-01   1.21489963e-01
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 [  1.17660514e-02   1.13521055e-01  -1.96401001e-02   4.87506959e-02
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    1.46630948e-01  -2.42741138e-02]
 [  2.30329981e-01   6.06350408e-01   1.19534104e-02  -5.14557050e-02
    9.18448294e-01  -3.32777028e-02  -1.12745417e+00  -4.31335730e-02
    8.62818192e-02   3.35744439e-01]
 [  3.77833816e-02  -4.92223044e-01  -1.92603248e-01   2.50534017e-01
   -1.89260034e-01   1.42483063e-01   3.17786617e-01   6.21860943e-02
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   -4.86773651e-02  -5.78122496e-02]
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   -1.77792056e-01  -2.17103043e-01]
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   -1.74551877e-01  -3.74942436e-01]
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   -5.30946850e-02  -1.85559574e-02]
 [  4.89619347e-02   7.25273825e-02   1.83563571e-02   4.43108529e-02
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   -4.41910842e-02   3.55949472e-02]
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   -1.70627688e-01  -2.28196822e-01]
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 [ -8.52613710e-02  -3.65799129e-02   2.78255003e-01   5.28165671e-02
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   -7.02904232e-02  -1.03260309e-02]
 [ -3.04846380e-01  -1.02555753e-02   2.97525982e-02   3.20546805e-02
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   -3.84577229e-02   1.21721446e-01]
 [  1.69004629e-01  -4.14073252e-02  -2.21170320e-01  -2.53811915e-02
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 [  2.50286085e-01  -2.21584949e-01   7.96746232e-02   3.57891208e-02
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    1.54463307e-01  -1.16996381e-01]
 [ -8.97660523e-02  -9.41363255e-02   1.26196911e-01   1.23301682e-01
    3.31839138e-02  -1.21717023e-01   2.06022156e-01  -7.85979276e-02
    1.87021568e-01   1.79200358e-02]
 [ -1.12448510e-01  -2.91400999e-01   1.51522693e-01  -4.57411762e-01
   -5.71848758e-01   1.74379366e-01   2.21336986e-01  -1.35208004e-01
   -9.50928490e-02   1.00833465e-01]]
[[ 0.62043033]
 [ 1.89676921]
 [ 0.20630372]
 [ 0.92628634]
 [-2.94661298]
 [-0.35458005]
 [-1.9269024 ]
 [ 0.06131673]
 [ 0.6673652 ]
 [ 0.85291115]]
Progress: 73.8% ... Training loss: 0.241 ... Validation loss: 0.420[[  2.27677993e-01   5.30400695e-01  -7.96354738e-02   1.73681669e-01
   -2.22910677e-01  -9.70133636e-02  -1.46752108e-01   1.21569816e-01
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 [  1.12130581e-02   1.11582585e-01  -1.98454474e-02   4.78390415e-02
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    1.46086651e-01  -2.50614666e-02]
 [  2.30764899e-01   6.06074924e-01   1.21511302e-02  -5.08206942e-02
    9.19366656e-01  -3.34330271e-02  -1.12686290e+00  -4.30921678e-02
    8.70343047e-02   3.36375179e-01]
 [  3.60905508e-02  -4.96043766e-01  -1.93249322e-01   2.47789327e-01
   -1.79128117e-01   1.43544426e-01   3.21764216e-01   6.19917177e-02
    1.21920086e-01   3.21709602e-01]
 [ -5.75392888e-02  -4.79964872e-04  -1.46020272e-01   4.42561916e-02
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   -1.94972721e-01  -7.89301742e-02]
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   -3.88183903e-01   4.04399736e-02   3.94218180e-01  -4.27194670e-02
   -4.86268842e-02  -5.78118796e-02]
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   -1.77262644e-01  -6.77437851e-02   1.92017672e-01  -1.95363985e-01
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   -2.37812460e-01  -4.32131371e-02   1.04879414e-01   1.11713482e-01
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   -3.28970978e-02   2.45384797e-02]
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   -1.78504551e-01  -2.18051477e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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 [ -2.94901107e-01  -3.42027874e-01   9.07045907e-02   1.98195137e-01
   -1.82976000e-01  -5.82214541e-02   1.16690070e-01  -2.63297196e-01
   -2.95628788e-01  -1.18669059e-01]
 [  8.36374096e-02  -2.47992568e-01  -2.94270649e-02   8.83039763e-02
   -6.73984191e-02  -8.31558052e-02   3.04940775e-01  -8.37631465e-06
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 [  2.65047422e-02  -1.63414192e-01  -2.14832950e-01   1.26354410e-01
   -7.97949169e-02   8.33313816e-02  -3.40510377e-03  -2.12858533e-02
   -9.85370795e-02  -1.40041587e-02]
 [ -1.21871134e-01  -1.18330877e-01  -2.01463431e-01   1.55103842e-01
   -4.09414513e-02   1.34048501e-01  -7.82937149e-03  -2.51540283e-01
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 [ -5.51218410e-02  -1.05855831e-01   2.80352657e-01   1.16997923e-01
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 [  7.22835390e-02  -2.79596122e-02   8.89063865e-02   8.84893991e-02
   -7.30928410e-02  -1.88734336e-02   1.35162992e-01   1.19081012e-01
   -1.93523435e-02  -4.59011640e-02]
 [  7.52511808e-03  -2.01659666e-01  -2.96853205e-01  -6.44700493e-02
   -4.91523013e-02  -9.06780470e-02   3.82517671e-02   1.60530364e-01
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 [  5.78979814e-02  -8.43007761e-02  -1.10982997e-01   6.53680268e-02
   -2.79824657e-01   3.14053723e-01   3.05146745e-01   2.04477641e-01
   -1.43713160e-01  -4.12168410e-02]
 [  2.68131396e-02   2.68295263e-02   1.31189355e-01   1.47932066e-01
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   -1.39077731e-01  -3.27953721e-01   1.42323487e-01   7.35784365e-03
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   -1.20410356e-01  -2.00293673e-01   8.64885417e-03  -2.18197749e-02
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   -3.64597557e-01   4.98162948e-03   9.46067660e-02  -2.70674597e-02
   -2.21446455e-02   2.25020650e-02]
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   -1.74562987e-01  -3.75003848e-01]
 [ -1.62013529e-02  -5.24865475e-01  -3.20440282e-02  -7.38295570e-02
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    2.96683104e-02  -3.91830374e-01]
 [  1.42567013e-02  -5.84964365e-01  -4.40419371e-02  -1.03594431e-01
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   -3.62755530e-01  -2.16877056e-01]
 [ -1.75956157e-01  -6.95272399e-01  -1.17697408e-02  -2.05985217e-01
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   -6.99882623e-02   9.03279662e-02]
 [ -3.04807986e-01  -5.34968162e-01   5.42126270e-02  -4.79515867e-02
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   -8.87516793e-02  -1.32473330e-01]
 [ -2.22086210e-01  -4.05261175e-01   2.46718748e-01  -2.58937218e-01
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   -2.70567854e-01  -3.85138951e-02]
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   -3.25270103e-02  -1.43465600e-01]
 [  8.03142041e-02   2.66787943e-01   1.52718590e-01  -1.30619798e-01
   -1.41487643e-01   6.43274237e-02  -1.44654872e-01   2.78256316e-01
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 [  3.81692356e-01   4.28888485e-01  -7.02135266e-02   3.24814907e-01
   -9.16134532e-01  -2.95880534e-01  -5.52892239e-01   1.79074927e-01
    4.20795758e-01   2.08813755e-02]
 [  6.01673680e-02   1.01895308e-01   2.59358204e-01   2.58914559e-01
   -1.63487254e-02  -2.03757565e-01  -1.84150375e-01  -1.32148181e-01
   -1.24614405e-01  -2.76017776e-01]
 [  2.01373614e-02  -1.23572024e-01  -1.22640045e-01  -6.51368249e-02
    2.35627132e-01   3.93304654e-02  -1.22172696e-02  -1.86367208e-01
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 [  1.13212926e-02  -4.72491277e-02  -6.60191854e-02  -4.53127299e-02
    3.05168607e-03  -1.85730440e-01   3.20032614e-02   1.00984273e-02
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 [  4.28362991e-02   1.42005474e-01   2.47836665e-01   8.85113740e-02
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   -1.76242038e-01   1.22729552e-01]
 [  8.80181805e-02   9.54081968e-02   1.10821261e-01   1.78012289e-02
   -2.22239292e-01   5.83790028e-02  -2.50123523e-02  -2.71113554e-01
   -5.71437803e-03  -7.40209732e-02]
 [ -3.02899275e-03   1.45946924e-01   8.57735176e-02  -3.51777716e-02
   -5.14095175e-02   1.74972276e-01   2.52396634e-02   1.17884123e-01
   -1.92287821e-02   1.75493141e-01]
 [  2.29723999e-01   1.14976419e-01   2.94765968e-02   7.85512747e-02
   -8.08235580e-03  -2.94924685e-02  -2.51932916e-01   1.48087192e-01
   -5.35102188e-02  -1.90261442e-02]
 [  4.92483667e-02   7.34752656e-02   1.84616622e-02   4.47799884e-02
   -4.65990539e-01  -1.25374304e-01  -2.59541842e-01   4.09388465e-02
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 [  6.09083203e-02   4.67978678e-01   1.29075264e-01   4.51962632e-01
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   -1.30224820e+00  -7.34705018e-02  -3.76773106e-01   1.49933897e-01
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 [  2.15723347e-01   3.03435671e-01   2.37374775e-01   1.17270278e-01
   -6.28225070e-01   9.38257619e-02  -1.76346551e-01   1.59217593e-01
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 [ -8.46899469e-02   2.45050160e-01   2.36740881e-01   1.18139848e-03
   -1.23802459e-01   1.36594943e-01  -9.93302662e-02  -1.65576116e-02
   -4.42758042e-02   3.54881868e-02]
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   -2.86268910e-01  -1.05807683e-01]
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   -2.11525096e-01   2.94265084e-02]
 [  5.68736713e-03  -4.69050325e-01  -1.29887408e-01  -1.69325397e-01
    3.71852410e-01   2.65590608e-02   2.14080161e-01   1.51550857e-01
   -1.70599857e-01  -2.28166812e-01]
 [  2.34963100e-02  -3.94155575e-01  -1.92373436e-01  -1.52698960e-01
   -4.61796579e-01   1.43091294e-03   2.91576836e-01  -1.68769557e-01
    3.17790640e-02  -2.91690936e-01]
 [ -8.67435994e-02  -4.06633169e-02   2.77745149e-01   5.05076659e-02
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   -7.18818270e-02  -1.23924438e-02]
 [ -3.05973103e-01  -1.37552753e-02   2.93805967e-02   3.03855097e-02
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   -3.96303496e-02   1.20148906e-01]
 [  1.68992755e-01  -4.16377975e-02  -2.21159467e-01  -2.53010798e-02
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    3.30707050e-02  -1.45640490e-01]
 [  2.50211689e-01  -2.22259835e-01   7.96196449e-02   3.55540274e-02
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    1.54298093e-01  -1.17167300e-01]
 [ -8.98493676e-02  -9.42826676e-02   1.26215423e-01   1.23323798e-01
    3.24523615e-02  -1.21710112e-01   2.06992056e-01  -7.85977267e-02
    1.86853588e-01   1.77980981e-02]
 [ -1.11583108e-01  -2.88132665e-01   1.51786021e-01  -4.56257199e-01
   -5.75973300e-01   1.73910919e-01   2.18645872e-01  -1.35128099e-01
   -9.42111847e-02   1.01914244e-01]]
[[ 0.61814456]
 [ 1.8963877 ]
 [ 0.20338655]
 [ 0.92163602]
 [-2.95082158]
 [-0.35657164]
 [-1.93246542]
 [ 0.05739322]
 [ 0.66403296]
 [ 0.84926196]]
Progress: 73.8% ... Training loss: 0.241 ... Validation loss: 0.420[[  2.25965648e-01   5.27164472e-01  -8.02284850e-02   1.70905185e-01
   -2.14911112e-01  -9.57330020e-02  -1.42155682e-01   1.21395178e-01
    1.17360610e-02   3.18280183e-01]
 [  1.13905522e-02   1.12052745e-01  -1.97898182e-02   4.80960329e-02
    5.89585866e-02  -7.03760369e-03   3.44432488e-01   4.04038101e-02
    1.46266161e-01  -2.48102969e-02]
 [  2.31791404e-01   6.06932236e-01   1.24286326e-02  -4.94061872e-02
    9.19433629e-01  -3.37681217e-02  -1.12675753e+00  -4.30099784e-02
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   -7.13557425e-02  -1.17018238e-02]
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 [ -8.96222685e-02  -9.38070390e-02   1.26293653e-01   1.23708286e-01
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    1.87205290e-01   1.80893561e-02]
 [ -1.14486500e-01  -2.94337546e-01   1.50812903e-01  -4.60617462e-01
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   -9.73278687e-02   9.81552519e-02]]
[[ 0.60778885]
 [ 1.89424639]
 [ 0.19511744]
 [ 0.91335205]
 [-2.95609485]
 [-0.36921098]
 [-1.94709679]
 [ 0.04626219]
 [ 0.65208192]
 [ 0.83806392]]
Progress: 73.9% ... Training loss: 0.245 ... Validation loss: 0.423[[  2.25415657e-01   5.26571873e-01  -8.04286246e-02   1.69577445e-01
   -2.14290105e-01  -9.53298598e-02  -1.40826084e-01   1.21345096e-01
    1.10815911e-02   3.17585972e-01]
 [  1.12781671e-02   1.11879844e-01  -1.98228783e-02   4.79422642e-02
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    1.46155771e-01  -2.49580785e-02]
 [  2.29837800e-01   6.01346452e-01   1.17882456e-02  -5.29183618e-02
    9.23717853e-01  -3.25585996e-02  -1.12398009e+00  -4.31676716e-02
    8.57745781e-02   3.34935039e-01]
 [  3.39069672e-02  -5.00645757e-01  -1.94026850e-01   2.45104216e-01
   -1.79709324e-01   1.44511905e-01   3.28682203e-01   6.17478337e-02
    1.19961966e-01   3.19063280e-01]
 [ -5.68994710e-02   1.82405203e-03  -1.45800422e-01   4.55773402e-02
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   -1.94235406e-01  -7.75225766e-02]
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   -4.83114850e-02  -5.71023187e-02]
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   -2.00811357e-01   6.75389645e-02  -2.00963369e-02  -3.14095588e-02
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   -3.32085459e-02   2.41626001e-02]
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   -1.78756233e-01  -2.18024952e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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   -2.95894787e-01  -1.18938646e-01]
 [  8.36581655e-02  -2.48112106e-01  -2.94111435e-02   8.82847701e-02
   -6.78900511e-02  -8.31898550e-02   3.04960156e-01  -6.67071979e-06
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 [  2.54180324e-02  -1.65953542e-01  -2.15195366e-01   1.24754738e-01
   -7.58735188e-02   8.39545417e-02  -8.00319418e-04  -2.13848813e-02
   -9.96723213e-02  -1.52041363e-02]
 [ -1.20949762e-01  -1.15928680e-01  -2.01177604e-01   1.56440284e-01
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 [  7.17636839e-02  -3.07984256e-02   8.86916461e-02   8.75003479e-02
   -7.12280641e-02  -1.83650660e-02   1.37216583e-01   1.19023785e-01
   -1.99842097e-02  -4.68679629e-02]
 [  8.30262635e-03  -1.98937380e-01  -2.96589321e-01  -6.35480966e-02
   -5.44547009e-02  -9.11378663e-02   3.72441440e-02   1.60589750e-01
    1.00232074e-01  -4.29120465e-02]
 [  5.82771797e-02  -8.34246043e-02  -1.10871169e-01   6.59379896e-02
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   -1.43325832e-01  -4.06841504e-02]
 [  2.51312883e-02   2.18794586e-02   1.30592897e-01   1.45292984e-01
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   -6.06994353e-03  -7.44488017e-02]
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 [ -8.82580928e-02  -9.02423186e-02   1.26726081e-01   1.25534989e-01
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    1.88594654e-01   1.97594207e-02]
 [ -1.15543191e-01  -2.96645567e-01   1.50446862e-01  -4.62577759e-01
   -5.68970294e-01   1.76268381e-01   2.28447042e-01  -1.35492074e-01
   -9.85536337e-02   9.68809947e-02]]
[[ 0.60933113]
 [ 1.89097546]
 [ 0.19520157]
 [ 0.9160567 ]
 [-2.95469254]
 [-0.3655477 ]
 [-1.93832796]
 [ 0.04855497]
 [ 0.65526344]
 [ 0.8383052 ]]
Progress: 74.0% ... Training loss: 0.243 ... Validation loss: 0.424[[  2.26866741e-01   5.32349183e-01  -7.99028214e-02   1.71854482e-01
   -2.21752686e-01  -9.63010856e-02  -1.45386869e-01   1.21469859e-01
    1.27718045e-02   3.19426492e-01]
 [  1.08833602e-02   1.11147952e-01  -1.99599485e-02   4.74203168e-02
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    1.45833786e-01  -2.54895960e-02]
 [  2.31143872e-01   6.06367560e-01   1.22674006e-02  -5.08862560e-02
    9.18619641e-01  -3.34689270e-02  -1.12691334e+00  -4.30499372e-02
    8.74586034e-02   3.36884659e-01]
 [  3.23391123e-02  -5.05550061e-01  -1.94635408e-01   2.42809689e-01
   -1.74384975e-01   1.45583020e-01   3.33114262e-01   6.16188414e-02
    1.18521654e-01   3.17747631e-01]
 [ -5.52397369e-02   5.78645452e-03  -1.45237210e-01   4.80794896e-02
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   -1.92430719e-01  -7.59417506e-02]
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   -4.79365575e-02  -5.66802802e-02]
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   -1.76874811e-01  -2.15865395e-01]
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   -1.98458173e-02  -4.67421149e-02]
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   -1.74619661e-01  -3.75099699e-01]
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   -3.62706001e-01  -2.16872974e-01]
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   -7.01445303e-02   9.01856558e-02]
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   -8.93674937e-02  -1.33172675e-01]
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   -2.70125353e-01  -3.79721532e-02]
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   -9.16969657e-01  -2.95613065e-01  -5.50893287e-01   1.79028152e-01
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   -2.04319879e-01  -1.46157956e-01   2.81207504e-02   3.98324673e-02
   -1.76687459e-01   1.22252747e-01]
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   -6.08906860e-03  -7.44582826e-02]
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   -1.93928958e-02   1.75288821e-01]
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   -9.00403451e-03  -2.97170496e-02  -2.53065926e-01   1.48112269e-01
   -5.31410125e-02  -1.85892763e-02]
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 [  2.37609709e-02  -3.94014095e-01  -1.92355610e-01  -1.52513495e-01
   -4.66421515e-01   1.35580353e-03   2.90397347e-01  -1.68780426e-01
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 [ -8.54665239e-02  -3.74506223e-02   2.78184125e-01   5.26264584e-02
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   -7.03463211e-02  -1.06973263e-02]
 [ -3.06501345e-01  -1.62985328e-02   2.92301671e-02   2.96741368e-02
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   -4.01479321e-02   1.19595905e-01]
 [  1.71362098e-01  -3.65865760e-02  -2.20442626e-01  -2.19637989e-02
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 [  2.49128695e-01  -2.25693877e-01   7.92556972e-02   3.39873007e-02
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    1.53007837e-01  -1.18652684e-01]
 [ -8.84465392e-02  -9.07837614e-02   1.26669561e-01   1.25277193e-01
    2.80307115e-02  -1.22512281e-01   2.04043434e-01  -7.84861391e-02
    1.88338888e-01   1.94640021e-02]
 [ -1.14912812e-01  -2.94473307e-01   1.50663280e-01  -4.61524159e-01
   -5.71919924e-01   1.75882046e-01   2.26757462e-01  -1.35440331e-01
   -9.78222230e-02   9.76967701e-02]]
[[ 0.61770372]
 [ 1.89851794]
 [ 0.20115346]
 [ 0.92399508]
 [-2.94904595]
 [-0.36017984]
 [-1.93268336]
 [ 0.05481759]
 [ 0.66187336]
 [ 0.84577025]]
Progress: 74.0% ... Training loss: 0.240 ... Validation loss: 0.418[[  2.27385675e-01   5.32452351e-01  -7.97370526e-02   1.72252656e-01
   -2.18736381e-01  -9.65393165e-02  -1.45355997e-01   1.21505751e-01
    1.32802710e-02   3.20266420e-01]
 [  1.08722229e-02   1.11121184e-01  -1.99647212e-02   4.73986681e-02
    6.07638259e-02  -6.72441583e-03   3.45566403e-01   4.03610862e-02
    1.45819344e-01  -2.55040686e-02]
 [  2.28287049e-01   5.97026587e-01   1.12737835e-02  -5.53772685e-02
    9.30143579e-01  -3.15819138e-02  -1.11779699e+00  -4.33271639e-02
    8.41722946e-02   3.32719384e-01]
 [  3.10360164e-02  -5.09020151e-01  -1.95034427e-01   2.41017681e-01
   -1.69081386e-01   1.46216866e-01   3.38242370e-01   6.15255741e-02
    1.17345076e-01   3.16567750e-01]
 [ -5.35065146e-02   1.19327811e-02  -1.44643080e-01   5.09298154e-02
   -1.45955405e-01  -1.84342999e-01   1.82957801e-01  -1.14373716e-01
   -1.90597704e-01  -7.37501266e-02]
 [ -3.97005858e-01  -6.69456915e-01  -3.05463884e-01   1.33350572e-01
   -3.91818216e-01   3.93481414e-02   3.89158290e-01  -4.25683222e-02
   -4.69004573e-02  -5.52973843e-02]
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   -1.76961119e-01  -6.72647258e-02   1.92810440e-01  -1.95470982e-01
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   -2.38474809e-01  -4.27283743e-02   1.08644761e-01   1.11639507e-01
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   -1.99156874e-01   6.79356380e-02  -1.79599494e-02  -3.14697807e-02
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 [  1.48098302e-02  -5.22573145e-01   5.99433873e-02  -1.13575228e-01
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   -3.21598697e-02   2.52778601e-02]
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   -1.77553642e-01  -2.16652577e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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 [ -2.94057072e-01  -3.40347583e-01   9.09919221e-02   1.99247337e-01
   -1.83237936e-01  -5.87187952e-02   1.14937829e-01  -2.63216656e-01
   -2.94718315e-01  -1.17426576e-01]
 [  8.31448853e-02  -2.49054901e-01  -2.95796577e-02   8.75099941e-02
   -6.74899586e-02  -8.28713815e-02   3.05279456e-01  -5.19560549e-05
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 [  2.58076150e-02  -1.65261556e-01  -2.15088280e-01   1.25258530e-01
   -7.65155983e-02   8.36927070e-02  -1.99187606e-03  -2.13552266e-02
   -9.93603851e-02  -1.48307612e-02]
 [ -1.19273152e-01  -1.11833066e-01  -2.00641118e-01   1.58971575e-01
   -5.15478199e-02   1.32521554e-01  -1.51005773e-02  -2.51353412e-01
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 [ -5.49935606e-02  -1.05839922e-01   2.80385508e-01   1.17103065e-01
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 [  7.14644101e-02  -3.16496080e-02   8.85887638e-02   8.69811215e-02
   -6.97101249e-02  -1.81454349e-02   1.38021749e-01   1.18991126e-01
   -2.03266047e-02  -4.73191913e-02]
 [  7.82137161e-03  -1.99749474e-01  -2.96686778e-01  -6.39469219e-02
   -5.28251768e-02  -9.09336243e-02   3.93714655e-02   1.60555181e-01
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 [  5.80918620e-02  -8.45943312e-02  -1.10953929e-01   6.55249787e-02
   -2.81128286e-01   3.13992706e-01   3.03951714e-01   2.04479841e-01
   -1.43572855e-01  -4.10539640e-02]
 [  2.36295445e-02   1.78644211e-02   1.30110070e-01   1.42927376e-01
   -2.69827584e-02   9.57476725e-02  -6.92795153e-02  -4.04483014e-02
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 [  1.06873694e-01   7.02958091e-02  -4.48162175e-02  -1.07024893e-01
   -1.38661588e-01  -3.27871590e-01   1.42919424e-01   7.33599035e-03
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 [ -1.17202418e-01  -1.30366088e-01  -2.01058588e-02   5.09503976e-03
   -1.21366485e-01  -2.00362547e-01   7.86473464e-03  -2.18030545e-02
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 [ -1.70193761e-01  -1.53767125e-01  -2.07111081e-01  -3.55710727e-02
   -3.65377326e-01   4.81911760e-03   9.45322006e-02  -2.70531604e-02
   -2.19444217e-02   2.28723411e-02]
 [ -2.47822061e-02  -2.00131421e-01  -7.33179286e-02  -1.16946812e-01
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   -1.74738895e-01  -3.75255385e-01]
 [ -1.68406323e-02  -5.26947382e-01  -3.22585476e-02  -7.48191284e-02
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    2.89932204e-02  -3.92752552e-01]
 [  1.45579739e-02  -5.84676387e-01  -4.39623593e-02  -1.03203216e-01
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   -3.62533340e-01  -2.16635378e-01]
 [ -1.76072328e-01  -6.95763667e-01  -1.18243665e-02  -2.06198324e-01
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   -7.01328641e-02   9.02151484e-02]
 [ -3.05185040e-01  -5.36087470e-01   5.40672606e-02  -4.85574273e-02
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   -8.91710442e-02  -1.32926661e-01]
 [ -2.21810802e-01  -4.05022100e-01   2.46791382e-01  -2.58558832e-01
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   -2.70278917e-01  -3.81675318e-02]
 [ -1.53265801e-01  -2.83837063e-01  -1.89289014e-01  -1.30824559e-01
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   -3.26548363e-02  -1.43616760e-01]
 [  7.68772030e-02   2.59178994e-01   1.51580745e-01  -1.35653558e-01
   -1.31111265e-01   6.63511250e-02  -1.35841557e-01   2.77944383e-01
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 [  3.82036512e-01   4.29315444e-01  -7.00943084e-02   3.25261657e-01
   -9.19134928e-01  -2.96100636e-01  -5.53088648e-01   1.79106783e-01
    4.21408061e-01   2.15264081e-02]
 [  6.05806660e-02   1.02987143e-01   2.59501560e-01   2.59483678e-01
   -1.71721048e-02  -2.04009624e-01  -1.85104313e-01  -1.32116804e-01
   -1.24138493e-01  -2.75451924e-01]
 [  2.20445162e-02  -1.19488898e-01  -1.22055264e-01  -6.24177963e-02
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    2.78017202e-02   2.01303233e-01]
 [  1.25421449e-02  -4.37456524e-02  -6.56125391e-02  -4.34169403e-02
   -1.51777458e-03  -1.86459679e-01   2.85795089e-02   1.01957954e-02
    4.32101130e-02   1.06586409e-02]
 [  4.18562537e-02   1.38899351e-01   2.47484590e-01   8.68400136e-02
   -2.01873792e-01  -1.45783908e-01   2.97031253e-02   3.97716378e-02
   -1.77417808e-01   1.21319954e-01]
 [  8.76340341e-02   9.29454664e-02   1.10718338e-01   1.72323755e-02
   -2.17690067e-01   5.85630015e-02  -2.36348533e-02  -2.71142396e-01
   -6.10118047e-03  -7.44126844e-02]
 [ -2.88686193e-03   1.46498807e-01   8.58276418e-02  -3.51607817e-02
   -5.10736294e-02   1.74877290e-01   2.43099540e-02   1.17889023e-01
   -1.91059208e-02   1.75589373e-01]
 [  2.29820947e-01   1.15309295e-01   2.94826375e-02   7.85434296e-02
   -7.68648453e-03  -2.95434258e-02  -2.52540033e-01   1.48079321e-01
   -5.34799207e-02  -1.91107290e-02]
 [  5.04514451e-02   7.63854558e-02   1.88534881e-02   4.65934711e-02
   -4.69375165e-01  -1.25992777e-01  -2.62294277e-01   4.10541653e-02
    1.20995408e-01   1.97904754e-01]
 [  6.10582045e-02   4.68194703e-01   1.29094591e-01   4.52065190e-01
   -1.51591634e+00  -2.94411050e-01  -4.93285175e-01  -7.06349851e-02
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 [  1.65795347e-01   4.65210675e-01   6.61897653e-02   4.25197524e-01
   -1.30102387e+00  -7.33411556e-02  -3.75843089e-01   1.49920252e-01
    2.12257535e-01   4.59427431e-01]
 [  2.14274091e-01   2.99603464e-01   2.36898738e-01   1.15058748e-01
   -6.23794676e-01   9.47173828e-02  -1.72639408e-01   1.59087478e-01
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 [ -8.38852460e-02   2.47900723e-01   2.37007684e-01   2.45366324e-03
   -1.28799533e-01   1.36117837e-01  -1.01364641e-01  -1.64861977e-02
   -4.33563304e-02   3.66513909e-02]
 [ -1.10712566e-01   7.81760153e-03   1.98620895e-02   7.63778125e-02
   -8.19337253e-02   1.21211556e-01   2.25433526e-01   1.82889107e-02
   -2.86252653e-01  -1.05779945e-01]
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   -2.11220688e-01   2.98335897e-02]
 [  5.55944566e-03  -4.69219473e-01  -1.29929897e-01  -1.69523426e-01
    3.72402767e-01   2.66348121e-02   2.14409477e-01   1.51541241e-01
   -1.70730704e-01  -2.28283929e-01]
 [  2.34866263e-02  -3.94007378e-01  -1.92451786e-01  -1.53004420e-01
   -4.64980293e-01   1.58045767e-03   2.91259787e-01  -1.68823910e-01
    3.17810106e-02  -2.92061378e-01]
 [ -8.57198747e-02  -3.81002156e-02   2.78106809e-01   5.22113303e-02
    1.68048835e-01   5.81622285e-02   5.46573942e-02  -2.93332351e-01
   -7.05862234e-02  -1.10840896e-02]
 [ -3.05403390e-01  -1.43505017e-02   2.96073856e-02   3.12557449e-02
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   -3.88705501e-02   1.21174192e-01]
 [  1.71392669e-01  -3.69035244e-02  -2.20451306e-01  -2.20642752e-02
    9.57830868e-02  -3.18492171e-01   4.73523495e-02  -1.63283783e-01
    3.56218571e-02  -1.42214403e-01]
 [  2.48217885e-01  -2.28848913e-01   7.89114071e-02   3.24204357e-02
    9.34936874e-02  -6.08130552e-02   1.63325833e-02  -1.32823039e-01
    1.51914899e-01  -1.20036165e-01]
 [ -8.88687833e-02  -9.22425949e-02   1.26542852e-01   1.24673088e-01
    2.91006373e-02  -1.22285273e-01   2.05437528e-01  -7.85239001e-02
    1.87847807e-01   1.89061373e-02]
 [ -1.15353789e-01  -2.96212138e-01   1.50523686e-01  -4.62163022e-01
   -5.69989505e-01   1.76126118e-01   2.28321680e-01  -1.35489747e-01
   -9.83213960e-02   9.72825552e-02]]
[[ 0.60991228]
 [ 1.8937793 ]
 [ 0.19551653]
 [ 0.92063613]
 [-2.95472046]
 [-0.36554134]
 [-1.9326536 ]
 [ 0.04990082]
 [ 0.6552299 ]
 [ 0.83948209]]
Progress: 74.0% ... Training loss: 0.242 ... Validation loss: 0.420[[  2.27042553e-01   5.30800015e-01  -7.98578975e-02   1.71391634e-01
   -2.16961066e-01  -9.62022445e-02  -1.43247425e-01   1.21466342e-01
    1.28924741e-02   3.19515184e-01]
 [  1.08722229e-02   1.11121184e-01  -1.99647212e-02   4.73986681e-02
    6.07638259e-02  -6.72441583e-03   3.45566403e-01   4.03610862e-02
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 [ -8.84381296e-02  -9.17094129e-02   1.26685145e-01   1.25286966e-01
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    1.88310961e-01   1.95010834e-02]
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   -9.83528282e-02   9.72218678e-02]]
[[ 0.61011417]
 [ 1.89523946]
 [ 0.19863884]
 [ 0.92451748]
 [-2.95177711]
 [-0.36264684]
 [-1.92780155]
 [ 0.05224846]
 [ 0.65593978]
 [ 0.84260809]]
Progress: 74.1% ... Training loss: 0.241 ... Validation loss: 0.420[[  2.28584204e-01   5.36486787e-01  -7.92672989e-02   1.73925680e-01
   -2.22401647e-01  -9.71531784e-02  -1.47503256e-01   1.21612241e-01
    1.43957835e-02   3.22092798e-01]
 [  1.07133057e-02   1.10776208e-01  -2.00160360e-02   4.72087861e-02
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    1.45650734e-01  -2.57354195e-02]
 [  2.29913762e-01   6.01668676e-01   1.18023627e-02  -5.33749156e-02
    9.21134520e-01  -3.23994803e-02  -1.12189669e+00  -4.32153143e-02
    8.59188279e-02   3.34735973e-01]
 [  3.05162886e-02  -5.08594040e-01  -1.95138136e-01   2.41011190e-01
   -1.75563395e-01   1.46416162e-01   3.39351840e-01   6.14935945e-02
    1.17270650e-01   3.16472426e-01]
 [ -5.25493342e-02   1.33622244e-02  -1.44315382e-01   5.23694324e-02
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   -1.89433910e-01  -7.24448337e-02]
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   -4.64766304e-02  -5.46999249e-02]
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   -1.77557000e-01  -2.16664870e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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   -2.94240142e-01  -1.16858390e-01]
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 [  2.56517315e-02  -1.65842457e-01  -2.15138872e-01   1.24970115e-01
   -7.52601388e-02   8.37621007e-02  -1.22542575e-03  -2.13670334e-02
   -9.95320456e-02  -1.49367604e-02]
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 [  7.12870835e-02  -3.25558356e-02   8.84950622e-02   8.65562732e-02
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   -2.05847382e-02  -4.75608618e-02]
 [  7.25249635e-03  -2.02096392e-01  -2.96935649e-01  -6.51723369e-02
   -4.97926395e-02  -9.05315611e-02   4.02965360e-02   1.60496395e-01
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 [  5.88140058e-02  -8.16584820e-02  -1.10632974e-01   6.69168914e-02
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[[ 0.61646219]
 [ 1.90272878]
 [ 0.20240677]
 [ 0.92839985]
 [-2.95036244]
 [-0.36111888]
 [-1.9290495 ]
 [ 0.05564135]
 [ 0.66220445]
 [ 0.84757693]]
Progress: 74.2% ... Training loss: 0.240 ... Validation loss: 0.416[[  2.31046520e-01   5.44125617e-01  -7.83794339e-02   1.77545899e-01
   -2.28028456e-01  -9.85036067e-02  -1.53759064e-01   1.21845514e-01
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 [  2.30172484e-01   6.03485711e-01   1.19523556e-02  -5.26227901e-02
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   -4.58218681e-02  -5.40140640e-02]
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   -1.77118310e-01  -2.16103568e-01]
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   -5.22744283e-02   1.74626219e-01   2.31626084e-02   1.17916795e-01
   -1.86953706e-02   1.76093732e-01]
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   -2.31193912e-03  -2.89436164e-02  -2.49623996e-01   1.47990221e-01
   -5.46258048e-02  -2.05528461e-02]
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 [  2.21387937e-02  -3.98082609e-01  -1.92939104e-01  -1.55357985e-01
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 [ -8.44382085e-02  -3.60402735e-02   2.78533347e-01   5.41500814e-02
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   -6.92719029e-02  -9.32722486e-03]
 [ -3.03787708e-01  -1.02499733e-02   3.01359646e-02   3.34199092e-02
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 [  1.72120350e-01  -3.51120580e-02  -2.20118014e-01  -2.06789857e-02
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 [  2.48869213e-01  -2.26932286e-01   7.92186616e-02   3.38576361e-02
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 [ -8.75111309e-02  -8.91575348e-02   1.26983926e-01   1.26820267e-01
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    1.89181481e-01   2.08143314e-02]
 [ -1.15420062e-01  -2.95696471e-01   1.50520981e-01  -4.62474055e-01
   -5.73345552e-01   1.76138689e-01   2.30287912e-01  -1.35501494e-01
   -9.83001711e-02   9.73470105e-02]]
[[ 0.62742941]
 [ 1.91402957]
 [ 0.21258417]
 [ 0.94006371]
 [-2.94760556]
 [-0.35436065]
 [-1.92163063]
 [ 0.06463985]
 [ 0.67384839]
 [ 0.85804445]]
Progress: 74.2% ... Training loss: 0.245 ... Validation loss: 0.416[[  2.29238306e-01   5.39334002e-01  -7.90329577e-02   1.74491162e-01
   -2.15781959e-01  -9.74086629e-02  -1.48539827e-01   1.21653073e-01
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 [  1.06042682e-02   1.10480041e-01  -2.00578638e-02   4.70151856e-02
    6.09169423e-02  -6.53600999e-03   3.46028060e-01   4.03336134e-02
    1.45511539e-01  -2.58922747e-02]
 [  2.27678418e-01   5.98131982e-01   1.10892032e-02  -5.63345914e-02
    9.22093343e-01  -3.13243624e-02  -1.11809280e+00  -4.34443517e-02
    8.37178343e-02   3.31607695e-01]
 [  3.04090733e-02  -5.10262021e-01  -1.95116394e-01   2.41042749e-01
   -1.77094072e-01   1.46614132e-01   3.41165320e-01   6.15062598e-02
    1.16876718e-01   3.16032418e-01]
 [ -5.61117572e-02   5.61149257e-03  -1.45448033e-01   4.73667315e-02
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   -1.93047212e-01  -7.77244430e-02]
 [ -3.96078292e-01  -6.67831872e-01  -3.05101139e-01   1.34632912e-01
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   -4.58037110e-02  -5.39058483e-02]
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   -1.81193618e-01  -6.76866968e-02   1.90175564e-01  -1.95398221e-01
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   -2.43276718e-01  -4.32517971e-02   1.06716888e-01   1.11682125e-01
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   -1.99471279e-01   6.78809299e-02  -1.56912955e-02  -3.14416957e-02
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   -3.18589203e-02   2.59035825e-02]
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   -1.76823667e-01  -2.15684830e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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 [ -2.92750424e-01  -3.37926977e-01   9.14485230e-02   2.01098472e-01
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   -2.93248475e-01  -1.15595746e-01]
 [  8.31774110e-02  -2.48570260e-01  -2.95418521e-02   8.76538695e-02
   -6.79225557e-02  -8.28634926e-02   3.04748523e-01  -4.98882025e-05
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 [  2.47390251e-02  -1.68326386e-01  -2.15445756e-01   1.23546806e-01
   -7.22139311e-02   8.42959373e-02   1.26791144e-03  -2.14517572e-02
   -1.00492151e-01  -1.61634513e-02]
 [ -1.18692906e-01  -1.09659689e-01  -2.00475853e-01   1.59751761e-01
   -5.13466041e-02   1.32299520e-01  -1.63981083e-02  -2.51319282e-01
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 [ -5.46522601e-02  -1.06184241e-01   2.80475561e-01   1.17461978e-01
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 [  7.20930785e-02  -3.00246991e-02   8.87483003e-02   8.75816863e-02
   -7.28008723e-02  -1.84062507e-02   1.35852336e-01   1.19042945e-01
   -1.97640558e-02  -4.66618245e-02]
 [  7.59277930e-03  -2.01185474e-01  -2.96802272e-01  -6.47596761e-02
   -5.16778492e-02  -9.07289757e-02   4.00942512e-02   1.60538102e-01
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 [  5.81705771e-02  -8.25285788e-02  -1.10804770e-01   6.62201526e-02
   -2.84581405e-01   3.13707164e-01   3.03529898e-01   2.04492478e-01
   -1.43238235e-01  -4.05302119e-02]
 [  2.39889883e-02   1.80643819e-02   1.30232807e-01   1.43510968e-01
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   -1.41108386e-01  -3.28341781e-01   1.41736589e-01   7.41654896e-03
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 [ -1.17692549e-01  -1.32065171e-01  -2.02655343e-02   4.39720454e-03
   -1.19898558e-01  -2.00132397e-01   9.33351801e-03  -2.18498020e-02
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   -3.66118819e-01   4.60771913e-03   9.44806577e-02  -2.70250942e-02
   -2.16074701e-02   2.32666011e-02]
 [ -2.43154785e-02  -2.00122119e-01  -7.31768534e-02  -1.16355286e-01
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   -1.74280213e-01  -3.74671333e-01]
 [ -1.75390669e-02  -5.28947857e-01  -3.25176812e-02  -7.59971539e-02
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    2.82214548e-02  -3.93756589e-01]
 [  1.53625546e-02  -5.83845115e-01  -4.37079923e-02  -1.01988348e-01
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   -3.61658573e-01  -2.15576506e-01]
 [ -1.76213567e-01  -6.96668335e-01  -1.18716333e-02  -2.06393822e-01
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   -7.03309985e-02   9.01192378e-02]
 [ -3.05242444e-01  -5.37165929e-01   5.40598432e-02  -4.85238448e-02
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   -8.91513540e-02  -1.32847614e-01]
 [ -2.22030985e-01  -4.05824816e-01   2.46712332e-01  -2.58897332e-01
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   -2.70523389e-01  -3.84447212e-02]
 [ -1.53909516e-01  -2.85353207e-01  -1.89503448e-01  -1.31746832e-01
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   -3.33865261e-02  -1.44411452e-01]
 [  7.64849564e-02   2.58818298e-01   1.51479828e-01  -1.36221971e-01
   -1.33397986e-01   6.65456201e-02  -1.35343497e-01   2.77912257e-01
    3.53820207e-02   1.42184646e-01]
 [  3.85874811e-01   4.39297867e-01  -6.88275919e-02   3.30500964e-01
   -9.23894343e-01  -2.98212660e-01  -5.63737511e-01   1.79463461e-01
    4.25237950e-01   2.67154330e-02]
 [  5.99093881e-02   1.00105857e-01   2.59269467e-01   2.58246814e-01
   -1.34937308e-02  -2.03621112e-01  -1.82493246e-01  -1.32179906e-01
   -1.24911935e-01  -2.76345610e-01]
 [  2.11616309e-02  -1.22354644e-01  -1.22373647e-01  -6.38625127e-02
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 [  1.34874194e-02  -4.11041327e-02  -6.53014382e-02  -4.20747622e-02
   -5.54851412e-03  -1.87009559e-01   2.62106974e-02   1.02855917e-02
    4.42190536e-02   1.19494722e-02]
 [  4.27523267e-02   1.41982206e-01   2.47796794e-01   8.82560503e-02
   -2.04266711e-01  -1.46349462e-01   2.67426066e-02   3.98597335e-02
   -1.76440303e-01   1.22579233e-01]
 [  8.65686028e-02   9.00933215e-02   1.10363065e-01   1.54624702e-02
   -2.12538413e-01   5.91523206e-02  -2.07946933e-02  -2.71239889e-01
   -7.29124256e-03  -7.60187931e-02]
 [ -2.50006969e-03   1.47702853e-01   8.59662936e-02  -3.46562759e-02
   -5.23308381e-02   1.74635097e-01   2.31843697e-02   1.17917763e-01
   -1.87178879e-02   1.76062474e-01]
 [  2.27861598e-01   1.09994611e-01   2.88268499e-02   7.54789768e-02
    1.33221004e-03  -2.84099924e-02  -2.48265989e-01   1.47888603e-01
   -5.56607383e-02  -2.19163472e-02]
 [  5.10456306e-02   7.82485462e-02   1.90386080e-02   4.74218735e-02
   -4.72841964e-01  -1.26308699e-01  -2.63210214e-01   4.10973154e-02
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 [  6.31044563e-02   4.74120944e-01   1.29855698e-01   4.55425375e-01
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   -1.30013987e+00  -7.27301803e-02  -3.73521956e-01   1.49831157e-01
    2.11346535e-01   4.58138899e-01]
 [  2.14460802e-01   3.01259266e-01   2.36990475e-01   1.15579027e-01
   -6.27798621e-01   9.45221148e-02  -1.73283801e-01   1.59117574e-01
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 [ -8.37794820e-02   2.48726772e-01   2.37048204e-01   2.64883996e-03
   -1.30465270e-01   1.36022658e-01  -1.01307776e-01  -1.64782144e-02
   -4.32066875e-02   3.68348175e-02]
 [ -1.11232481e-01   6.55356472e-03   1.96925523e-02   7.55741724e-02
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   -2.86791064e-01  -1.06384265e-01]
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   -2.10974674e-01   3.01544807e-02]
 [  6.03827405e-03  -4.68921869e-01  -1.29777428e-01  -1.68778064e-01
    3.70416460e-01   2.63362928e-02   2.13231948e-01   1.51582450e-01
   -1.70226263e-01  -2.27649515e-01]
 [  2.20762010e-02  -3.98595123e-01  -1.92974332e-01  -1.55448940e-01
   -4.64078246e-01   2.50441346e-03   2.94691674e-01  -1.68960216e-01
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 [ -8.44729367e-02  -3.63757981e-02   2.78520018e-01   5.40821857e-02
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   -6.92803930e-02  -9.35701343e-03]
 [ -3.04298043e-01  -1.16479848e-02   2.99525791e-02   3.25451079e-02
    1.55125224e-01  -1.99146610e-01  -1.37767406e-02   2.36638185e-01
   -3.77095233e-02   1.22555668e-01]
 [  1.72404011e-01  -3.54938966e-02  -2.20017581e-01  -2.03533124e-02
    9.48816069e-02  -3.19158174e-01   4.61400047e-02  -1.63157537e-01
    3.69907859e-02  -1.40481922e-01]
 [  2.48007941e-01  -2.29571645e-01   7.89094599e-02   3.24737548e-02
    9.49826117e-02  -6.08046664e-02   1.91122281e-02  -1.32826006e-01
    1.51871922e-01  -1.20167468e-01]
 [ -8.83228388e-02  -9.12215604e-02   1.26681753e-01   1.25475264e-01
    2.71293748e-02  -1.22672197e-01   2.02705744e-01  -7.84988403e-02
    1.88219428e-01   1.98071026e-02]
 [ -1.14930017e-01  -2.93486989e-01   1.50677228e-01  -4.61903701e-01
   -5.76408732e-01   1.75905188e-01   2.28436098e-01  -1.35454665e-01
   -9.78673943e-02   9.79614959e-02]]
[[ 0.62044301]
 [ 1.90718505]
 [ 0.20688995]
 [ 0.93422578]
 [-2.95509013]
 [-0.3587483 ]
 [-1.92519512]
 [ 0.06053886]
 [ 0.66903146]
 [ 0.85160995]]
Progress: 74.2% ... Training loss: 0.240 ... Validation loss: 0.416[[  2.27645365e-01   5.35876578e-01  -7.94635917e-02   1.72290195e-01
   -2.08750363e-01  -9.66023247e-02  -1.45658270e-01   1.21518523e-01
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   -9.79439058e-02   9.80225293e-02]]
[[ 0.6159987 ]
 [ 1.90349757]
 [ 0.20353008]
 [ 0.9299358 ]
 [-2.95741034]
 [-0.36269661]
 [-1.92667099]
 [ 0.0554038 ]
 [ 0.66335807]
 [ 0.84566658]]
Progress: 74.3% ... Training loss: 0.240 ... Validation loss: 0.416[[  2.27467360e-01   5.36698343e-01  -7.94092763e-02   1.72434038e-01
   -2.08949623e-01  -9.67070785e-02  -1.45694977e-01   1.21534835e-01
    1.38627644e-02   3.21684363e-01]
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    1.45449717e-01  -2.60023405e-02]
 [  2.28230016e-01   5.98041267e-01   1.13113423e-02  -5.54558439e-02
    9.28004922e-01  -3.17515753e-02  -1.12025659e+00  -4.33675394e-02
    8.45118978e-02   3.32673872e-01]
 [  3.29543162e-02  -5.04282027e-01  -1.94397602e-01   2.45058945e-01
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 [ -5.49817601e-02   7.01009709e-03  -1.45067957e-01   4.89597866e-02
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   -4.67170863e-02  -5.49541140e-02]
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   -2.50957500e-01  -4.46292916e-02   1.00192665e-01   1.11929675e-01
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   -3.31859851e-02   2.43546652e-02]
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   -1.76996665e-01  -2.15930912e-01]
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   -2.92776458e-01  -1.14923562e-01]
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   -1.01115860e-01  -1.69470886e-02]
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   -5.08057559e-02   1.32508131e-01  -1.48779471e-02  -2.51362338e-01
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 [  7.19792824e-02  -3.01467233e-02   8.86908249e-02   8.72766729e-02
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   -2.00161321e-02  -4.68285490e-02]
 [  7.84683852e-03  -2.01269245e-01  -2.96719851e-01  -6.44360622e-02
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 [ -8.85683154e-02  -9.18382310e-02   1.26605133e-01   1.25130881e-01
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    1.87925845e-01   1.94193972e-02]
 [ -1.14341433e-01  -2.91062228e-01   1.50864874e-01  -4.61306828e-01
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   -9.73569541e-02   9.88097792e-02]]
[[ 0.62051646]
 [ 1.90499936]
 [ 0.20776753]
 [ 0.93360044]
 [-2.95307467]
 [-0.35909746]
 [-1.92465963]
 [ 0.06152036]
 [ 0.66765439]
 [ 0.85239026]]
Progress: 74.3% ... Training loss: 0.240 ... Validation loss: 0.417[[  2.28307011e-01   5.39705741e-01  -7.90278484e-02   1.74046335e-01
   -2.14199892e-01  -9.71231608e-02  -1.47858515e-01   1.21624453e-01
    1.49177064e-02   3.23197694e-01]
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    1.45785940e-01  -2.55635748e-02]
 [  2.30825654e-01   6.03385033e-01   1.22314980e-02  -5.16014688e-02
    9.16986529e-01  -3.31346259e-02  -1.12445184e+00  -4.30825656e-02
    8.77026101e-02   3.36842957e-01]
 [  2.91683497e-02  -5.14336389e-01  -1.95868534e-01   2.39010610e-01
   -1.68794369e-01   1.47730743e-01   3.42635622e-01   6.12786349e-02
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   -1.92132622e-01  -7.66415264e-02]
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   -4.69195809e-02  -5.51049779e-02]
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   -1.77289372e-01  -2.16324596e-01]
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   -1.73728863e-01  -3.74005098e-01]
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   -3.61041790e-01  -2.14827194e-01]
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   -2.06792336e-01   5.93697789e-02  -2.02153045e-02  -2.71301540e-01
   -7.94890829e-03  -7.67402487e-02]
 [ -1.96695832e-03   1.49366952e-01   8.61615206e-02  -3.40280724e-02
   -5.45275879e-02   1.74304769e-01   2.19789137e-02   1.17974510e-01
   -1.81715444e-02   1.76779898e-01]
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   -5.57403743e-02  -2.20055580e-02]
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 [  2.13936362e-01   3.00968631e-01   2.36808440e-01   1.14866629e-01
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 [  1.95825126e-02  -4.04996733e-01  -1.93835433e-01  -1.59565005e-01
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   -6.84502792e-02  -8.30265289e-03]
 [ -3.04707861e-01  -1.32726001e-02   2.98633865e-02   3.20975161e-02
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 [  1.73232389e-01  -3.37277931e-02  -2.19572102e-01  -1.83622925e-02
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 [  2.49626079e-01  -2.25305144e-01   7.95527133e-02   3.54108164e-02
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    1.53773565e-01  -1.17652863e-01]
 [ -8.79633662e-02  -9.01606250e-02   1.26803087e-01   1.26043545e-01
    2.43982512e-02  -1.22847690e-01   2.01417193e-01  -7.84634255e-02
    1.88535080e-01   2.02022868e-02]
 [ -1.13851260e-01  -2.89060969e-01   1.51026979e-01  -4.60691138e-01
   -5.81490234e-01   1.75303275e-01   2.23687367e-01  -1.35376172e-01
   -9.69158509e-02   9.94751604e-02]]
[[ 0.63113837]
 [ 1.91499478]
 [ 0.21843804]
 [ 0.93932197]
 [-2.9453202 ]
 [-0.35195178]
 [-1.91944367]
 [ 0.06910213]
 [ 0.67695165]
 [ 0.86088463]]
Progress: 74.4% ... Training loss: 0.247 ... Validation loss: 0.417[[  2.27375123e-01   5.39075866e-01  -7.94103067e-02   1.72280225e-01
   -2.08055532e-01  -9.65271062e-02  -1.46265087e-01   1.21504052e-01
    1.37400641e-02   3.21858415e-01]
 [  1.06370121e-02   1.10761345e-01  -2.00706233e-02   4.69708459e-02
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    1.45494876e-01  -2.58898765e-02]
 [  2.27926064e-01   5.93242926e-01   1.10646619e-02  -5.64471394e-02
    9.28505717e-01  -3.15384549e-02  -1.11785238e+00  -4.34412581e-02
    8.43423064e-02   3.32694674e-01]
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   -1.68414469e-01   1.48553188e-01   3.47076639e-01   6.11212886e-02
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 [ -5.43190715e-02   4.49095939e-03  -1.44754837e-01   5.02060948e-02
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   -1.90848021e-01  -7.49426937e-02]
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   -4.69573466e-02  -5.51370174e-02]
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   -2.48636473e-01  -4.38710235e-02   1.04440607e-01   1.11764799e-01
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   -1.76965741e-01  -2.15881766e-01]
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   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
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   -2.92603176e-01  -1.14673324e-01]
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   -7.23537034e-02   8.43667381e-02   2.48717727e-03  -2.14711588e-02
   -1.00838796e-01  -1.64802227e-02]
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   -7.62539141e-02  -1.85012205e-02   1.34428820e-01   1.19063941e-01
   -1.94350346e-02  -4.60345352e-02]
 [  7.20917412e-03  -2.03086701e-01  -2.96992911e-01  -6.57873103e-02
   -5.04802159e-02  -9.05087199e-02   4.02605258e-02   1.60478890e-01
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 [  5.88568568e-02  -7.99261305e-02  -1.10453738e-01   6.78003664e-02
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   -1.42127479e-01  -3.92146022e-02]
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 [  1.55229236e-02  -5.84122115e-01  -4.36769515e-02  -1.01811347e-01
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   -3.61476585e-01  -2.15338350e-01]
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   -8.48453050e-03  -7.74065169e-02]
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   -5.50088220e-02  -2.10603935e-02]
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[[ 0.6163375 ]
 [ 1.90605359]
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 [ 0.6613486 ]
 [ 0.84553512]]
Progress: 74.5% ... Training loss: 0.240 ... Validation loss: 0.416[[  2.24265542e-01   5.29325087e-01  -8.05088816e-02   1.67046315e-01
   -1.96686833e-01  -9.45908374e-02  -1.37381672e-01   1.21194306e-01
    1.03928760e-02   3.17507862e-01]
 [  1.00039783e-02   1.08475566e-01  -2.02917890e-02   4.59705685e-02
    6.40764625e-02  -6.14989939e-03   3.47534428e-01   4.02600463e-02
    1.44935999e-01  -2.66921153e-02]
 [  2.26855486e-01   5.88246301e-01   1.06412352e-02  -5.85618665e-02
    9.33113015e-01  -3.07987211e-02  -1.11502852e+00  -4.35716890e-02
    8.31915080e-02   3.31031325e-01]
 [  2.91562652e-02  -5.13228913e-01  -1.95775788e-01   2.39451417e-01
   -1.74031276e-01   1.47868681e-01   3.42953020e-01   6.12362819e-02
    1.15184597e-01   3.13100868e-01]
 [ -5.71224983e-02  -1.42249166e-03  -1.45560936e-01   4.62773533e-02
   -1.46800118e-01  -1.82899564e-01   1.94894876e-01  -1.14609831e-01
   -1.93630785e-01  -7.88398122e-02]
 [ -3.97966297e-01  -6.68835455e-01  -3.05625614e-01   1.31870322e-01
   -3.94235824e-01   3.97742959e-02   3.88853453e-01  -4.26692663e-02
   -4.79462383e-02  -5.63594876e-02]
 [ -2.02758817e-02  -4.05416305e-01   4.20244589e-03   5.74817315e-02
   -1.71589213e-01  -6.61688672e-02   1.96305887e-01  -1.95651154e-01
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 [  9.91581375e-02  -4.53145532e-01   2.37473292e-02  -9.86984735e-02
   -2.49445528e-01  -4.32950400e-02   1.06878067e-01   1.11670589e-01
    6.76369182e-02  -2.57396104e-02]
 [ -1.82232785e-01  -2.41667233e-01  -3.02025588e-01  -2.77989505e-02
   -1.98873356e-01   6.81058173e-02  -1.28026050e-02  -3.15045313e-02
    2.76141510e-01  -1.36688368e-01]
 [  1.01242529e-02  -5.35297325e-01   5.84003026e-02  -1.22092505e-01
   -4.96214118e-01  -9.50513182e-02   1.91170224e-01  -1.22610620e-01
   -3.68750413e-02   2.04901133e-02]
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    1.49676138e-02  -8.37538051e-02]
 [ -1.43843730e-01  -3.72246544e-01  -7.43459046e-02   2.29241501e-02
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   -1.76905954e-01  -2.15854433e-01]
 [ -1.61241408e-01  -3.46022612e-04   6.01307828e-02   1.58163004e-02
   -1.65254896e-01  -2.17515769e-01  -1.71029378e-01  -1.97580644e-01
    8.12844828e-02   1.67060353e-01]
 [ -2.92098744e-01  -3.34540881e-01   9.16947946e-02   2.01976228e-01
   -1.86343362e-01  -5.98941812e-02   1.08832433e-01  -2.63031196e-01
   -2.92608370e-01  -1.14679158e-01]
 [  8.25837210e-02  -2.49820512e-01  -2.97145703e-02   8.69508928e-02
   -6.92178744e-02  -8.25998801e-02   3.06031750e-01  -1.08793069e-04
    5.16925388e-03  -2.63903655e-02]
 [  2.33787573e-02  -1.71843080e-01  -2.15839202e-01   1.21616933e-01
   -7.05339597e-02   8.49751886e-02   4.66046464e-03  -2.15670231e-02
   -1.01976429e-01  -1.78343213e-02]
 [ -1.20652871e-01  -1.15259698e-01  -2.01123685e-01   1.56765504e-01
   -4.47136584e-02   1.33390539e-01  -1.09627807e-02  -2.51494707e-01
    7.33436512e-02  -1.90272195e-01]
 [ -5.47523476e-02  -1.07840457e-01   2.80395942e-01   1.17066488e-01
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    9.36587071e-02   7.23946885e-02]
 [  7.23151181e-02  -3.04831265e-02   8.87842718e-02   8.78677162e-02
   -7.69892988e-02  -1.84275720e-02   1.34443294e-01   1.19052678e-01
   -1.96197341e-02  -4.60874255e-02]
 [  7.08573952e-03  -2.04274039e-01  -2.97055493e-01  -6.61939614e-02
   -5.02020420e-02  -9.03733754e-02   4.08521502e-02   1.60458180e-01
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 [  5.80106038e-02  -8.29699828e-02  -1.10724336e-01   6.63927566e-02
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   -1.43020814e-01  -4.04995379e-02]
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   -2.62966208e-02   9.55239792e-02  -6.97381941e-02  -4.04294207e-02
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 [  1.07368931e-01   6.98792060e-02  -4.46665472e-02  -1.06467661e-01
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   -1.20830172e-01  -2.00135572e-01   1.01990559e-02  -2.18604983e-02
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   -3.65592310e-01   5.19003880e-03   9.56054730e-02  -2.71221046e-02
   -2.26999009e-02   2.18746731e-02]
 [ -2.40382944e-02  -1.99763720e-01  -7.30808800e-02  -1.15988617e-01
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   -1.73985735e-01  -3.74295999e-01]
 [ -1.73414175e-02  -5.29130731e-01  -3.24573726e-02  -7.57017290e-02
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    2.84222836e-02  -3.93531179e-01]
 [  1.54247247e-02  -5.84279155e-01  -4.37086726e-02  -1.01956432e-01
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   -3.61588787e-01  -2.15473869e-01]
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   -6.97584504e-02   9.09622854e-02]
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   -8.94385006e-02  -1.33173609e-01]
 [ -2.22052871e-01  -4.06100969e-01   2.46716469e-01  -2.58860045e-01
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   -2.70504438e-01  -3.84085730e-02]
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   -3.33003857e-02  -1.44335679e-01]
 [  7.68098054e-02   2.60585196e-01   1.51590430e-01  -1.35659720e-01
   -1.36765295e-01   6.63793789e-02  -1.37231309e-01   2.77950570e-01
    3.56136102e-02   1.42651150e-01]
 [  3.83879393e-01   4.35481587e-01  -6.94118144e-02   3.27419783e-01
   -9.21765464e-01  -2.96929707e-01  -5.59435299e-01   1.79274301e-01
    4.23284357e-01   2.43195596e-02]
 [  5.96988794e-02   9.87085470e-02   2.59189184e-01   2.57822804e-01
   -1.09424957e-02  -2.03459655e-01  -1.81836123e-01  -1.32198105e-01
   -1.25109052e-01  -2.76616918e-01]
 [  2.08756474e-02  -1.22912499e-01  -1.22463833e-01  -6.43237420e-02
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 [  1.27061874e-02  -4.35510854e-02  -6.55780303e-02  -4.33643174e-02
   -1.95274649e-03  -1.86651043e-01   2.81370477e-02   1.02090767e-02
    4.33902902e-02   1.09178831e-02]
 [  4.18130961e-02   1.39311000e-01   2.47434338e-01   8.65878905e-02
   -1.99123912e-01  -1.45830069e-01   2.85421380e-02   3.97645272e-02
   -1.77547555e-01   1.21217769e-01]
 [  8.56081449e-02   8.71072001e-02   1.10033834e-01   1.39424560e-02
   -2.05254551e-01   5.96104507e-02  -1.91142060e-02  -2.71350075e-01
   -8.39918170e-03  -7.73471452e-02]
 [ -1.54827795e-03   1.50244543e-01   8.62981403e-02  -3.33872446e-02
   -5.57611305e-02   1.74058310e-01   2.10651488e-02   1.18015369e-01
   -1.76792377e-02   1.77265412e-01]
 [  2.28457319e-01   1.12225662e-01   2.90597589e-02   7.62483497e-02
   -2.79364999e-04  -2.88306510e-02  -2.49785108e-01   1.47958564e-01
   -5.49812157e-02  -2.10328155e-02]
 [  5.06250794e-02   7.73939635e-02   1.89052995e-02   4.68014378e-02
   -4.71997613e-01  -1.26092995e-01  -2.62210777e-01   4.10603991e-02
    1.21191249e-01   1.98228676e-01]
 [  6.25065525e-02   4.71623806e-01   1.29718152e-01   4.54588966e-01
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 [  1.63312382e-01   4.58792471e-01   6.54108937e-02   4.21872578e-01
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 [  2.13815787e-01   3.01258637e-01   2.36751311e-01   1.14686959e-01
   -6.30884244e-01   9.48873601e-02  -1.72640714e-01   1.59053331e-01
    2.15412204e-01   4.69575730e-02]
 [ -8.31754466e-02   2.50467793e-01   2.37250523e-01   3.71432610e-03
   -1.34323327e-01   1.35625326e-01  -1.02649813e-01  -1.64242986e-02
   -4.24803699e-02   3.77429529e-02]
 [ -1.11351172e-01   6.28776730e-03   1.96569326e-02   7.53702276e-02
   -8.07244304e-02   1.21613460e-01   2.27002434e-01   1.82363173e-02
   -2.86877830e-01  -1.06458907e-01]
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    1.91934589e-01   1.19952575e-01   1.25429613e-01   1.02478763e-01
   -2.11333443e-01   2.96858134e-02]
 [  6.28672740e-03  -4.68838141e-01  -1.29704311e-01  -1.68372058e-01
    3.69421573e-01   2.61702249e-02   2.12783968e-01   1.51605831e-01
   -1.69925491e-01  -2.27331075e-01]
 [  1.83944125e-02  -4.09460483e-01  -1.94297248e-01  -1.61711207e-01
   -4.61365916e-01   4.78506664e-03   3.04805568e-01  -1.69355842e-01
    2.63083523e-02  -2.99320906e-01]
 [ -8.47241563e-02  -3.86855576e-02   2.78466135e-01   5.36478419e-02
    1.69082524e-01   5.76529398e-02   5.28610560e-02  -2.93233055e-01
   -6.93675352e-02  -9.55961690e-03]
 [ -3.04951329e-01  -1.44408205e-02   2.97436255e-02   3.16785745e-02
    1.58011806e-01  -1.98979898e-01  -1.25692592e-02   2.36558091e-01
   -3.82972516e-02   1.21802470e-01]
 [  1.71196513e-01  -3.90962766e-02  -2.20304744e-01  -2.16805576e-02
    9.75805524e-02  -3.18664651e-01   4.80988355e-02  -1.63233674e-01
    3.60673781e-02  -1.41495902e-01]
 [  2.48586437e-01  -2.27755950e-01   7.91802177e-02   3.38503167e-02
    9.09298601e-02  -6.13565463e-02   1.73752646e-02  -1.32755048e-01
    1.52590202e-01  -1.19131592e-01]
 [ -8.77512023e-02  -8.91058262e-02   1.26865798e-01   1.26309937e-01
    2.38961124e-02  -1.22946146e-01   2.00672805e-01  -7.84413689e-02
    1.88716224e-01   2.05123366e-02]
 [ -1.15482893e-01  -2.93071021e-01   1.50446057e-01  -4.63412225e-01
   -5.79744199e-01   1.76318245e-01   2.28823943e-01  -1.35545302e-01
   -9.87515909e-02   9.73624507e-02]]
[[ 0.60160298]
 [ 1.89431107]
 [ 0.19529175]
 [ 0.9142434 ]
 [-2.96094488]
 [-0.37174112]
 [-1.9417575 ]
 [ 0.04661116]
 [ 0.64878028]
 [ 0.83180577]]
Progress: 74.5% ... Training loss: 0.248 ... Validation loss: 0.428[[  2.28516813e-01   5.41487179e-01  -7.90850052e-02   1.73494011e-01
   -2.11346873e-01  -9.71614918e-02  -1.47356609e-01   1.21527822e-01
    1.52798744e-02   3.23519960e-01]
 [  1.06653095e-02   1.10611587e-01  -2.00837155e-02   4.69685145e-02
    6.13720252e-02  -6.55894057e-03   3.45867165e-01   4.03116464e-02
    1.45608677e-01  -2.57433963e-02]
 [  2.30602959e-01   6.00255563e-01   1.19083231e-02  -5.27989271e-02
    9.14163328e-01  -3.31449573e-02  -1.12573935e+00  -4.32629104e-02
    8.74863015e-02   3.36359396e-01]
 [  2.66344748e-02  -5.22043767e-01  -1.96684401e-01   2.35597761e-01
   -1.64037704e-01   1.49437324e-01   3.50090452e-01   6.10338575e-02
    1.12125113e-01   3.09658680e-01]
 [ -5.39322018e-02   7.26010383e-03  -1.44516126e-01   5.08597877e-02
   -1.58350571e-01  -1.84670329e-01   1.85052697e-01  -1.14392739e-01
   -1.90139966e-01  -7.45156843e-02]
 [ -3.96764734e-01  -6.66365695e-01  -3.05258971e-01   1.33583013e-01
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   -4.66651174e-02  -5.47603975e-02]
 [ -1.87836029e-02  -4.01638874e-01   4.64689245e-03   5.96176035e-02
   -1.77966905e-01  -6.70340069e-02   1.92513167e-01  -1.95544500e-01
    1.87858636e-01   4.25103608e-02]
 [  1.02044929e-01  -4.44640721e-01   2.47588817e-02  -9.41306606e-02
   -2.63972429e-01  -4.51520075e-02   9.98032714e-02   1.11916525e-01
    7.10207176e-02  -2.14735264e-02]
 [ -1.81205904e-01  -2.39054685e-01  -3.01719240e-01  -2.62835679e-02
   -2.02316726e-01   6.75199620e-02  -1.57318533e-02  -3.14324349e-02
    2.77235940e-01  -1.35305273e-01]
 [  1.35785585e-02  -5.25922261e-01   5.95550337e-02  -1.16840015e-01
   -5.11057833e-01  -9.71918938e-02   1.82802481e-01  -1.22329894e-01
   -3.28634724e-02   2.53348067e-02]
 [ -6.70465822e-02  -2.53978925e-01   1.15021097e-02  -1.11431817e-01
   -3.29400969e-01  -3.76417440e-03   2.69104649e-01  -1.02053933e-01
    1.75977487e-02  -8.04044056e-02]
 [ -1.43026779e-01  -3.70565036e-01  -7.40869164e-02   2.41614918e-02
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   -1.75983528e-01  -2.14695605e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92444899e-01  -3.35452600e-01   9.15567960e-02   2.01429616e-01
   -1.85741947e-01  -5.96347289e-02   1.09586104e-01  -2.63062260e-01
   -2.93025839e-01  -1.15222463e-01]
 [  8.35741607e-02  -2.48134716e-01  -2.93935560e-02   8.84268908e-02
   -7.05052981e-02  -8.32500552e-02   3.04668833e-01  -2.95817863e-05
    6.26302262e-03  -2.49956585e-02]
 [  2.38137772e-02  -1.70119602e-01  -2.15686567e-01   1.22237974e-01
   -7.24610489e-02   8.47002390e-02   3.07841201e-03  -2.15330671e-02
   -1.01485787e-01  -1.72005922e-02]
 [ -1.19969310e-01  -1.14160750e-01  -2.00901296e-01   1.57787099e-01
   -4.72161134e-02   1.32981562e-01  -1.22739432e-02  -2.51446597e-01
    7.41035099e-02  -1.89353871e-01]
 [ -5.43947045e-02  -1.06794059e-01   2.80472652e-01   1.17548612e-01
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    9.40380879e-02   7.28508725e-02]
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 [  1.72283864e-01  -3.74211660e-02  -2.19963674e-01  -1.99407652e-02
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 [  2.48643146e-01  -2.27680921e-01   7.91959930e-02   3.39333425e-02
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 [ -8.75479776e-02  -8.87800098e-02   1.26940540e-01   1.26665779e-01
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    1.88943541e-01   2.08222389e-02]
 [ -1.13157009e-01  -2.86212436e-01   1.51161576e-01  -4.60153255e-01
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   -9.62104449e-02   1.00453720e-01]]
[[ 0.62694126]
 [ 1.91658799]
 [ 0.21740727]
 [ 0.9359564 ]
 [-2.94651953]
 [-0.35314912]
 [-1.92078412]
 [ 0.06794698]
 [ 0.67248106]
 [ 0.8576718 ]]
Progress: 74.5% ... Training loss: 0.244 ... Validation loss: 0.414[[  2.26446078e-01   5.36977663e-01  -7.97876320e-02   1.70416166e-01
   -2.02684056e-01  -9.60448194e-02  -1.42516589e-01   1.21301791e-01
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 [  9.91703053e-03   1.08865195e-01  -2.03150918e-02   4.58863734e-02
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    1.44842916e-01  -2.66523588e-02]
 [  2.28902953e-01   5.93589906e-01   1.13285227e-02  -5.55409117e-02
    9.27312271e-01  -3.22827883e-02  -1.12225162e+00  -4.34561595e-02
    8.57284749e-02   3.34151318e-01]
 [  2.62537997e-02  -5.20470332e-01  -1.96782275e-01   2.35287322e-01
   -1.68136573e-01   1.49834409e-01   3.50939135e-01   6.09850495e-02
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 [ -5.59329838e-02   1.08989381e-03  -1.45250987e-01   4.76690718e-02
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   -1.92588479e-01  -7.74044186e-02]
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   -4.78838595e-02  -5.62730554e-02]
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 [  9.71345831e-03  -5.35487278e-01   5.82216606e-02  -1.22876889e-01
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   -1.77050961e-01  -2.15927476e-01]
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   -1.01652964e-01  -1.74656907e-02]
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   -1.88840737e-02  -4.51613076e-02]
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   -1.74090625e-01  -3.74459204e-01]
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 [  1.56800926e-02  -5.84000330e-01  -4.36288928e-02  -1.01579181e-01
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   -3.61307320e-01  -2.15124065e-01]
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   -8.91390269e-02  -1.32796390e-01]
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   -2.70504443e-01  -3.84036528e-02]
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   -3.33016907e-02  -1.44341138e-01]
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   -9.21149252e-01  -2.96573880e-01  -5.58200934e-01   1.79192549e-01
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[[ 0.60975125]
 [ 1.90293147]
 [ 0.20078538]
 [ 0.91706156]
 [-2.95885159]
 [-0.36823654]
 [-1.93986869]
 [ 0.05168488]
 [ 0.65291505]
 [ 0.8379503 ]]
Progress: 74.6% ... Training loss: 0.243 ... Validation loss: 0.420[[  2.28494778e-01   5.42476338e-01  -7.90997438e-02   1.73426889e-01
   -2.08083697e-01  -9.72081838e-02  -1.47329830e-01   1.21470123e-01
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[[ 0.61952725]
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 [ 0.92713365]
 [-2.95339709]
 [-0.35856571]
 [-1.9282311 ]
 [ 0.06137558]
 [ 0.66330823]
 [ 0.84717976]]
Progress: 74.7% ... Training loss: 0.242 ... Validation loss: 0.414[[  2.29936994e-01   5.46763203e-01  -7.86822045e-02   1.75392189e-01
   -2.12934003e-01  -9.79627505e-02  -1.51768021e-01   1.21601937e-01
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 [  9.61102547e-03   1.08036019e-01  -2.04120181e-02   4.54162990e-02
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 [  2.30826297e-01   5.98855873e-01   1.18189399e-02  -5.33323375e-02
    9.18219477e-01  -3.31167201e-02  -1.12948715e+00  -4.33047282e-02
    8.75258526e-02   3.36732188e-01]
 [  2.34431463e-02  -5.28951973e-01  -1.97682190e-01   2.31592378e-01
   -1.57460092e-01   1.51483421e-01   3.57377168e-01   6.07623988e-02
    1.09050509e-01   3.05243906e-01]
 [ -5.45441667e-02   5.21105780e-03  -1.44728862e-01   4.99633543e-02
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   -1.90987013e-01  -7.53100960e-02]
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   -4.70734786e-02  -5.54152617e-02]
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   -2.60638416e-01  -4.47231795e-02   9.93720335e-02   1.11821567e-01
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   -1.76349311e-01  -2.14982417e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.92801105e-01  -3.36385848e-01   9.14300469e-02   2.00902666e-01
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   -2.93414750e-01  -1.15840992e-01]
 [  8.35650534e-02  -2.48304891e-01  -2.94098541e-02   8.83873728e-02
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 [  2.41759144e-02  -1.69019623e-01  -2.15590935e-01   1.22592837e-01
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   -1.01115225e-01  -1.67320726e-02]
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 [  7.44855785e-02  -2.52290045e-02   8.94746102e-02   9.07853400e-02
   -8.65287719e-02  -1.97763034e-02   1.28788190e-01   1.19235616e-01
   -1.72925163e-02  -4.31315307e-02]
 [  6.02967061e-03  -2.07589162e-01  -2.97492337e-01  -6.79976219e-02
   -4.63890028e-02  -8.97761189e-02   4.23189568e-02   1.60319454e-01
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 [  5.80121645e-02  -8.30881537e-02  -1.10768071e-01   6.63611907e-02
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   -1.73751425e-01  -3.74031665e-01]
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 [  5.90899942e-02   9.75304789e-02   2.59009759e-01   2.56923487e-01
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   -1.76525668e-01   1.22568614e-01]
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   -7.87579841e-03  -7.65333489e-02]
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   -6.24342197e-02   1.73144681e-01   1.76757522e-02   1.18120902e-01
   -1.61825167e-02   1.79226466e-01]
 [  2.28949264e-01   1.13957600e-01   2.92379613e-02   7.68215487e-02
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   -5.44304841e-02  -2.04161248e-02]
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   -2.11279172e-01   2.96637423e-02]
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 [ -8.40249858e-02  -3.62291373e-02   2.78715151e-01   5.48552610e-02
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   -6.86004918e-02  -8.26836142e-03]
 [ -3.04013699e-01  -1.35512071e-02   3.00002179e-02   3.29263530e-02
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   -3.72500437e-02   1.23122637e-01]
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    1.52399016e-01  -1.19460006e-01]
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    1.87476293e-01   1.90800766e-02]
 [ -1.13735909e-01  -2.86152630e-01   1.50908060e-01  -4.61536263e-01
   -5.93821503e-01   1.75266991e-01   2.22957145e-01  -1.35458261e-01
   -9.67701979e-02   9.95171902e-02]]
[[ 0.62910273]
 [ 1.92070879]
 [ 0.22074251]
 [ 0.93578383]
 [-2.94450722]
 [-0.3509615 ]
 [-1.9214135 ]
 [ 0.06854482]
 [ 0.67409377]
 [ 0.85749638]]
Progress: 74.7% ... Training loss: 0.247 ... Validation loss: 0.415[[  2.29262279e-01   5.44761220e-01  -7.88908443e-02   1.74156049e-01
   -2.05908852e-01  -9.76171380e-02  -1.48663233e-01   1.21544116e-01
    1.56552740e-02   3.24464545e-01]
 [  9.17495906e-03   1.06334775e-01  -2.05877752e-02   4.46826970e-02
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    1.44097350e-01  -2.76623238e-02]
 [  2.28125674e-01   5.92297621e-01   1.08964393e-02  -5.71158884e-02
    9.29952632e-01  -3.16940345e-02  -1.12376672e+00  -4.35897218e-02
    8.45183332e-02   3.33192916e-01]
 [  2.62199903e-02  -5.21435770e-01  -1.96629479e-01   2.36107897e-01
   -1.66289802e-01   1.49791036e-01   3.50307448e-01   6.11042561e-02
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   -1.90482036e-01  -7.50522895e-02]
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   -4.69447305e-02  -5.53827323e-02]
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   -2.50179515e-01  -4.35856023e-02   1.05324201e-01   1.11599663e-01
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   -2.08793043e-01   6.68710648e-02  -1.71779813e-02  -3.13433018e-02
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   -1.75566480e-01  -2.14008768e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.93027982e-01  -1.15416196e-01]
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   -7.03334830e-02  -8.33425974e-02   3.04290866e-01  -1.85817302e-05
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   -7.31834969e-02   8.45407690e-02   3.10490642e-03  -2.15219271e-02
   -1.01306254e-01  -1.70041068e-02]
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 [ -1.13953824e-01  -2.86417920e-01   1.50784975e-01  -4.62010172e-01
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   -9.70558160e-02   9.91744513e-02]]
[[ 0.62747119]
 [ 1.91750971]
 [ 0.21962237]
 [ 0.93859451]
 [-2.95079604]
 [-0.3511998 ]
 [-1.91717637]
 [ 0.06780277]
 [ 0.67540387]
 [ 0.85683576]]
Progress: 74.8% ... Training loss: 0.243 ... Validation loss: 0.417[[  2.27845812e-01   5.42699997e-01  -7.94133570e-02   1.71756814e-01
   -1.98937126e-01  -9.67704478e-02  -1.46542007e-01   1.21383638e-01
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 [  2.26450951e-01   5.87653142e-01   1.03032575e-02  -5.93868664e-02
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    8.27779477e-02   3.31333991e-01]
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   -4.79013663e-02  -5.66808467e-02]
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   -1.76672161e-01  -2.15386941e-01]
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 [  4.27137843e-02   1.42293626e-01   2.47643773e-01   8.78645913e-02
   -2.00907970e-01  -1.46487859e-01   2.61124099e-02   3.98066174e-02
   -1.76583263e-01   1.22520532e-01]
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   -2.07131776e-01   5.90690936e-02  -2.17305508e-02  -2.71282435e-01
   -7.53786595e-03  -7.61381616e-02]
 [ -1.63187207e-03   1.50999587e-01   8.61765899e-02  -3.40178051e-02
   -5.70513536e-02   1.74047254e-01   2.02286794e-02   1.17949615e-01
   -1.78885827e-02   1.77184697e-01]
 [  2.28164821e-01   1.11719472e-01   2.89440545e-02   7.55457034e-02
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   -5.53383237e-02  -2.15749570e-02]
 [  5.06940481e-02   7.78896130e-02   1.89106357e-02   4.68868499e-02
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 [  2.13766746e-01   3.02072297e-01   2.36742882e-01   1.14652447e-01
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 [ -8.28524151e-02   2.51405461e-01   2.37316324e-01   4.14908922e-03
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   -4.21243575e-02   3.81387821e-02]
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   -2.87763861e-01  -1.07428793e-01]
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   -2.11421349e-01   2.94767106e-02]
 [  6.77930980e-03  -4.68158368e-01  -1.29545159e-01  -1.67730932e-01
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   -1.69389608e-01  -2.26691826e-01]
 [  2.12433904e-02  -4.01048098e-01  -1.93339160e-01  -1.57457539e-01
   -4.77453912e-01   3.00378967e-03   2.95427207e-01  -1.69131720e-01
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 [ -8.48671363e-02  -3.90986574e-02   2.78461951e-01   5.36948552e-02
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   -6.94445799e-02  -9.49987695e-03]
 [ -3.04414017e-01  -1.48766079e-02   2.98644552e-02   3.23825522e-02
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   -3.75969459e-02   1.22743991e-01]
 [  1.72286309e-01  -4.00640155e-02  -2.20032496e-01  -2.05112609e-02
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    3.72165433e-02  -1.40148847e-01]
 [  2.48389824e-01  -2.29688391e-01   7.90890864e-02   3.36094622e-02
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    1.52463323e-01  -1.19529775e-01]
 [ -8.93422588e-02  -9.41998430e-02   1.26322271e-01   1.24191253e-01
    2.82658226e-02  -1.22085056e-01   2.05634531e-01  -7.85980406e-02
    1.87088728e-01   1.86860837e-02]
 [ -1.14358672e-01  -2.86148302e-01   1.50647466e-01  -4.62726763e-01
   -5.95605277e-01   1.75637437e-01   2.23994270e-01  -1.35537330e-01
   -9.74655519e-02   9.86830048e-02]]
[[ 0.61645247]
 [ 1.91002031]
 [ 0.20832291]
 [ 0.92632186]
 [-2.96167303]
 [-0.36257204]
 [-1.92985409]
 [ 0.05766158]
 [ 0.66369831]
 [ 0.84398465]]
Progress: 74.8% ... Training loss: 0.241 ... Validation loss: 0.414[[  2.31792286e-01   5.55640695e-01  -7.79740896e-02   1.78011461e-01
   -2.15118321e-01  -9.91292405e-02  -1.57293100e-01   1.21774896e-01
    1.85708992e-02   3.27894922e-01]
 [  9.22782988e-03   1.06640364e-01  -2.05851371e-02   4.47577280e-02
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    1.44115787e-01  -2.75175547e-02]
 [  2.30270985e-01   5.99106367e-01   1.17327549e-02  -5.30009801e-02
    9.21295078e-01  -3.31137937e-02  -1.13031588e+00  -4.33930491e-02
    8.74840698e-02   3.36268002e-01]
 [  2.76790470e-02  -5.17142442e-01  -1.96048048e-01   2.39272290e-01
   -1.69464424e-01   1.48882160e-01   3.48722453e-01   6.12275949e-02
    1.14781427e-01   3.12095289e-01]
 [ -5.14373815e-02   1.47987778e-02  -1.43411193e-01   5.51930041e-02
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   -1.87487256e-01  -7.04764520e-02]
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   -3.93012988e-01   4.02499796e-02   3.93115050e-01  -4.28293048e-02
   -4.91541989e-02  -5.81319073e-02]
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   -2.59715264e-01  -4.48936574e-02   9.85875253e-02   1.11800133e-01
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   -2.11208657e-01   6.65102742e-02  -1.87012688e-02  -3.12772602e-02
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 [  1.58557962e-02  -5.21964853e-01   6.00797257e-02  -1.15009141e-01
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   -3.09661463e-02   2.76621414e-02]
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   -1.76236856e-01  -2.14819662e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92715033e-01  -3.37064840e-01   9.14358751e-02   2.00700078e-01
   -1.85172323e-01  -5.94966051e-02   1.10631962e-01  -2.63104218e-01
   -2.93318974e-01  -1.15832432e-01]
 [  8.24204554e-02  -2.50855146e-01  -2.98160246e-02   8.65557011e-02
   -6.77745297e-02  -8.26377771e-02   3.06683614e-01  -1.49534125e-04
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 [  2.32016261e-02  -1.72591379e-01  -2.15918913e-01   1.21037153e-01
   -7.07736923e-02   8.50033197e-02   5.88507754e-03  -2.15969980e-02
   -1.02156685e-01  -1.80827858e-02]
 [ -1.19794302e-01  -1.13594313e-01  -2.00840360e-01   1.57970847e-01
   -4.79167815e-02   1.32916656e-01  -1.30524578e-02  -2.51449052e-01
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 [ -5.20539075e-02  -9.96178217e-02   2.81301552e-01   1.21363961e-01
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 [  7.36635959e-02  -2.87497488e-02   8.91868055e-02   8.95056453e-02
   -8.39718559e-02  -1.93031694e-02   1.30490060e-01   1.19134825e-01
   -1.82067001e-02  -4.42250473e-02]
 [  6.08258098e-03  -2.07181006e-01  -2.97477116e-01  -6.77540884e-02
   -4.78417067e-02  -8.98578764e-02   4.17613089e-02   1.60311802e-01
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 [  5.81511127e-02  -8.26838889e-02  -1.10692164e-01   6.66424119e-02
   -2.87010047e-01   3.13557516e-01   3.04212858e-01   2.04490606e-01
   -1.42749101e-01  -4.02556251e-02]
 [  2.63470254e-02   2.62597137e-02   1.31118941e-01   1.47561501e-01
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 [  1.09402961e-01   7.64003089e-02  -4.39815323e-02  -1.03570976e-01
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   -1.73656586e-01  -3.73909912e-01]
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 [  1.59277651e-02  -5.84455418e-01  -4.35518052e-02  -1.01197266e-01
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   -3.61013658e-01  -2.14725035e-01]
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   -6.93423369e-02   9.16456757e-02]
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   -8.89668608e-02  -1.32540343e-01]
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   -2.70188932e-01  -3.80076872e-02]
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 [  3.86688528e-01   4.44345690e-01  -6.84155577e-02   3.31617089e-01
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 [  5.90187089e-02   9.72906752e-02   2.58978423e-01   2.56658727e-01
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 [  1.27627962e-02  -4.41032866e-02  -6.56091476e-02  -4.34341408e-02
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 [  4.26343299e-02   1.41942334e-01   2.47630135e-01   8.77878098e-02
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   -1.76639874e-01   1.22525479e-01]
 [  8.66619249e-02   9.00671642e-02   1.10348755e-01   1.53050420e-02
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   -7.28953352e-03  -7.58692579e-02]
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   -1.74006438e-02   1.77627847e-01]
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   -5.49295081e-02  -2.11224166e-02]
 [  5.06743014e-02   7.78173805e-02   1.88998113e-02   4.68607460e-02
   -4.72326078e-01  -1.26266805e-01  -2.62892244e-01   4.10420502e-02
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   -6.31732721e-01   9.50712544e-02  -1.73114600e-01   1.59029220e-01
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   -4.24875055e-02   3.77189701e-02]
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   -2.11721887e-01   2.90839301e-02]
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   -1.69641225e-01  -2.27006501e-01]
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   -4.77750425e-01   3.19173116e-03   2.96256473e-01  -1.69159612e-01
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    1.87370654e-01   1.90645020e-02]
 [ -1.14431198e-01  -2.85848043e-01   1.50615583e-01  -4.62840942e-01
   -5.98936582e-01   1.75590306e-01   2.23958994e-01  -1.35539397e-01
   -9.74377457e-02   9.85346531e-02]]
[[ 0.63570086]
 [ 1.92537736]
 [ 0.22241452]
 [ 0.94342404]
 [-2.94967682]
 [-0.351478  ]
 [-1.9189337 ]
 [ 0.07288218]
 [ 0.68165114]
 [ 0.86475254]]
Progress: 74.8% ... Training loss: 0.251 ... Validation loss: 0.420[[  2.29362093e-01   5.51383087e-01  -7.87925195e-02   1.74515757e-01
   -2.07082573e-01  -9.77562705e-02  -1.53151086e-01   1.21485708e-01
    1.59195521e-02   3.24535036e-01]
 [  8.69041237e-03   1.04841310e-01  -2.08038034e-02   4.38351428e-02
    7.12302430e-02  -5.40221070e-03   3.50434647e-01   4.00821446e-02
    1.43574049e-01  -2.83043468e-02]
 [  2.29025795e-01   5.93348949e-01   1.12188013e-02  -5.50956328e-02
    9.30418020e-01  -3.24391787e-02  -1.12718618e+00  -4.35523883e-02
    8.61987724e-02   3.34418236e-01]
 [  2.68259514e-02  -5.17498791e-01  -1.96235278e-01   2.38566330e-01
   -1.71585168e-01   1.49424871e-01   3.50689593e-01   6.11317419e-02
    1.14123361e-01   3.11082528e-01]
 [ -5.06610319e-02   1.70597594e-02  -1.43024944e-01   5.67466706e-02
   -1.76338104e-01  -1.87544234e-01   1.73088808e-01  -1.13964531e-01
   -1.86950451e-01  -6.95244327e-02]
 [ -4.00163143e-01  -6.75149666e-01  -3.06561088e-01   1.27494606e-01
   -3.89353384e-01   4.09932884e-02   3.95147168e-01  -4.29797824e-02
   -5.05603096e-02  -5.99088217e-02]
 [ -1.74101340e-02  -3.97922359e-01   5.16688889e-03   6.19437370e-02
   -1.88337444e-01  -6.80634885e-02   1.86700421e-01  -1.95437143e-01
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   -2.52933569e-01  -4.40416964e-02   1.01975371e-01   1.11610988e-01
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 [ -1.79946136e-01  -2.36024271e-01  -3.01272653e-01  -2.41639583e-02
   -2.09767388e-01   6.67756723e-02  -1.81337763e-02  -3.13293112e-02
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   -3.43089451e-02   2.33814174e-02]
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   -1.76508107e-01  -2.15173278e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.93360196e-01  -3.37949321e-01   9.11949892e-02   1.99695857e-01
   -1.83509466e-01  -5.90869610e-02   1.11555149e-01  -2.63185418e-01
   -2.94085319e-01  -1.16807689e-01]
 [  8.22369711e-02  -2.51190475e-01  -2.98907832e-02   8.62469530e-02
   -6.72289047e-02  -8.25234129e-02   3.06884695e-01  -1.73109453e-04
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 [  2.27598381e-02  -1.73627958e-01  -2.16057712e-01   1.20397154e-01
   -6.92263787e-02   8.52471356e-02   7.10236774e-03  -2.16468784e-02
   -1.02633252e-01  -1.86963398e-02]
 [ -1.20541175e-01  -1.15008164e-01  -2.01048108e-01   1.57140100e-01
   -4.71059872e-02   1.33290623e-01  -1.20499795e-02  -2.51528531e-01
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 [ -5.27115689e-02  -1.01531013e-01   2.81090856e-01   1.20433666e-01
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 [  7.39212341e-02  -2.77546819e-02   8.92659498e-02   8.97610460e-02
   -8.49644121e-02  -1.94447337e-02   1.28751114e-01   1.19162970e-01
   -1.79725388e-02  -4.39643511e-02]
 [  5.16857088e-03  -2.10239654e-01  -2.97848123e-01  -6.92229700e-02
   -4.36119993e-02  -8.93148078e-02   4.35418168e-02   1.60190604e-01
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 [  5.84953913e-02  -8.18204301e-02  -1.10564249e-01   6.72118957e-02
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   -1.42353030e-01  -3.98565744e-02]
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   -1.22345949e-01  -2.00352814e-01   1.13104772e-02  -2.18336540e-02
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   -1.73405665e-01  -3.73593577e-01]
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 [  1.56474763e-02  -5.85098424e-01  -4.36660933e-02  -1.01661216e-01
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   -3.61330610e-01  -2.15137799e-01]
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   -6.94562658e-02   9.15072682e-02]
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   -8.89925937e-02  -1.32577861e-01]
 [ -2.22307373e-01  -4.07233926e-01   2.46660094e-01  -2.59067305e-01
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   -2.70681169e-01  -3.85714464e-02]
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 [  3.86515246e-01   4.43583643e-01  -6.84999454e-02   3.31266259e-01
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 [  5.87265241e-02   9.65929165e-02   2.58880198e-01   2.56244173e-01
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   -1.26141174e-01  -2.78051363e-01]
 [  2.02900076e-02  -1.25123357e-01  -1.22702249e-01  -6.53473231e-02
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 [  4.16564220e-02   1.39607932e-01   2.47296804e-01   8.63965133e-02
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   -1.77724170e-01   1.21185319e-01]
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   -2.06841161e-01   5.92062109e-02  -2.15817760e-02  -2.71315820e-01
   -7.85098538e-03  -7.65657958e-02]
 [ -9.92380413e-04   1.53013332e-01   8.63935948e-02  -3.31372261e-02
   -5.99527745e-02   1.73695964e-01   1.77864202e-02   1.18008176e-01
   -1.72369761e-02   1.77798633e-01]
 [  2.28901903e-01   1.14212420e-01   2.92051587e-02   7.66549548e-02
   -2.17347272e-03  -2.91161573e-02  -2.50812419e-01   1.47993065e-01
   -5.44969821e-02  -2.05944206e-02]
 [  5.07719286e-02   7.81199611e-02   1.89387833e-02   4.70263357e-02
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 [  2.12923053e-01   3.00208100e-01   2.36462719e-01   1.13430100e-01
   -6.29979545e-01   9.54018002e-02  -1.71711895e-01   1.58959391e-01
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 [ -8.30432949e-02   2.50894217e-01   2.37247955e-01   3.86731761e-03
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   -4.23425552e-02   3.78922883e-02]
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   -2.88322161e-01  -1.08109778e-01]
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   -2.11841789e-01   2.89462982e-02]
 [  6.08734408e-03  -4.70064091e-01  -1.29780366e-01  -1.68752439e-01
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   -1.70135658e-01  -2.27642442e-01]
 [  1.91326273e-02  -4.04687171e-01  -1.94009925e-01  -1.60452275e-01
   -4.73491108e-01   4.23778808e-03   2.99352090e-01  -1.69373902e-01
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 [ -8.38654807e-02  -3.78026693e-02   2.78779940e-01   5.51374423e-02
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   -6.82723457e-02  -8.16632939e-03]
 [ -3.03355243e-01  -1.28405178e-02   3.02195971e-02   3.38613831e-02
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   -3.65616530e-02   1.23955749e-01]
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 [  2.48998464e-01  -2.27879935e-01   7.93428627e-02   3.46685900e-02
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 [ -9.02919746e-02  -9.62034859e-02   1.25951361e-01   1.22655715e-01
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    1.85955838e-01   1.73722457e-02]
 [ -1.14389758e-01  -2.85658932e-01   1.50612585e-01  -4.62849807e-01
   -5.99177513e-01   1.75613241e-01   2.23187043e-01  -1.35541293e-01
   -9.74222026e-02   9.86202183e-02]]
[[ 0.62196116]
 [ 1.91686287]
 [ 0.20931849]
 [ 0.92847332]
 [-2.95928749]
 [-0.36349426]
 [-1.93412567]
 [ 0.06121586]
 [ 0.66650687]
 [ 0.84978107]]
Progress: 74.9% ... Training loss: 0.241 ... Validation loss: 0.411[[  2.27333311e-01   5.46043247e-01  -7.94983466e-02   1.71445747e-01
   -2.00217807e-01  -9.64774069e-02  -1.47407002e-01   1.21278014e-01
    1.37830288e-02   3.21766047e-01]
 [  8.15488200e-03   1.03442431e-01  -2.09742313e-02   4.31065848e-02
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    1.43046075e-01  -2.89145711e-02]
 [  2.30785028e-01   5.94911111e-01   1.18124560e-02  -5.26339684e-02
    9.26888474e-01  -3.34902558e-02  -1.12988409e+00  -4.33706769e-02
    8.81196339e-02   3.36734430e-01]
 [  2.80788833e-02  -5.12029673e-01  -1.95783581e-01   2.40820165e-01
   -1.80776233e-01   1.48750174e-01   3.45854956e-01   6.12341397e-02
    1.15223652e-01   3.11722228e-01]
 [ -4.81938348e-02   2.30822537e-02  -1.42198387e-01   6.09371799e-02
   -1.81006785e-01  -1.89099157e-01   1.67244346e-01  -1.13702946e-01
   -1.84216721e-01  -6.59617549e-02]
 [ -4.01680144e-01  -6.78141819e-01  -3.07081562e-01   1.25191600e-01
   -3.86688983e-01   4.19107441e-02   3.97692060e-01  -4.31337265e-02
   -5.22098339e-02  -6.17341148e-02]
 [ -1.90255812e-02  -4.03920999e-01   4.60822855e-03   5.97125921e-02
   -1.84978906e-01  -6.71156837e-02   1.91484068e-01  -1.95600159e-01
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 [  9.96842507e-02  -4.53614243e-01   2.37805082e-02  -9.82227320e-02
   -2.52909028e-01  -4.37386748e-02   1.03228872e-01   1.11564399e-01
    6.84143335e-02  -2.50608540e-02]
 [ -1.80908405e-01  -2.38663806e-01  -3.01562120e-01  -2.55810120e-02
   -2.07254229e-01   6.73421406e-02  -1.51535644e-02  -3.14236362e-02
    2.78389685e-01  -1.34700242e-01]
 [  1.10680096e-02  -5.35240415e-01   5.83103128e-02  -1.22876981e-01
   -5.07208584e-01  -9.56072281e-02   1.85403221e-01  -1.22803599e-01
   -3.60854128e-02   2.07574978e-02]
 [ -6.95009054e-02  -2.59438712e-01   1.07415744e-02  -1.14510004e-01
   -3.27936771e-01  -2.53480535e-03   2.73611087e-01  -1.02302574e-01
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 [ -1.45282474e-01  -3.78427986e-01  -7.47641688e-02   2.15907043e-02
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   -1.78079747e-01  -2.17003842e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.93258913e-01  -3.37279443e-01   9.12395307e-02   1.99883380e-01
   -1.84051744e-01  -5.91499262e-02   1.10994809e-01  -2.63173986e-01
   -2.93969175e-01  -1.16679379e-01]
 [  8.12312382e-02  -2.52921223e-01  -3.02372475e-02   8.47051536e-02
   -6.61339854e-02  -8.19183269e-02   3.08273615e-01  -2.76488292e-04
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 [  2.21887145e-02  -1.75639758e-01  -2.16258586e-01   1.19521081e-01
   -6.60415764e-02   8.55798407e-02   9.05657814e-03  -2.16996442e-02
   -1.03227044e-01  -1.92365200e-02]
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 [ -9.05271683e-02  -9.66845303e-02   1.25866499e-01   1.22552132e-01
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    1.85658454e-01   1.70241076e-02]
 [ -1.13795655e-01  -2.83458172e-01   1.50811845e-01  -4.62078729e-01
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   -9.68273365e-02   9.92965059e-02]]
[[ 0.60571069]
 [ 1.90478257]
 [ 0.19462831]
 [ 0.90976275]
 [-2.96320843]
 [-0.37781114]
 [-1.95123013]
 [ 0.04604029]
 [ 0.64800183]
 [ 0.83517088]]
Progress: 75.0% ... Training loss: 0.247 ... Validation loss: 0.419[[  2.29941137e-01   5.54104720e-01  -7.86377172e-02   1.75216340e-01
   -2.07424107e-01  -9.80899607e-02  -1.54866663e-01   1.21476771e-01
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 [  8.19927549e-03   1.03557930e-01  -2.09639832e-02   4.31717907e-02
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    1.43092223e-01  -2.88300832e-02]
 [  2.30094152e-01   5.96975204e-01   1.15863819e-02  -5.35247030e-02
    9.29059385e-01  -3.32771717e-02  -1.13415933e+00  -4.34244888e-02
    8.72579485e-02   3.35627819e-01]
 [  3.22832824e-02  -5.02754762e-01  -1.94383897e-01   2.47363832e-01
   -2.00028161e-01   1.46228276e-01   3.37915249e-01   6.15572835e-02
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 [ -5.09529019e-02   1.58596322e-02  -1.43184219e-01   5.62554120e-02
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   -1.87177617e-01  -6.93017208e-02]
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   -5.09594000e-02  -6.04884451e-02]
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   -1.77695925e-01  -2.16484103e-01]
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 [  7.42451962e-02  -2.75435835e-02   8.93509792e-02   9.02896310e-02
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   -1.77170649e-02  -4.36033546e-02]
 [  5.17111567e-03  -2.09873828e-01  -2.97793072e-01  -6.90521813e-02
   -4.50908490e-02  -8.94396080e-02   4.27366722e-02   1.60209116e-01
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   -1.73179464e-01  -3.73339502e-01]
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 [  1.58075146e-02  -5.85596471e-01  -4.36072050e-02  -1.01389827e-01
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   -3.61152437e-01  -2.14914171e-01]
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   -8.88734931e-02  -1.32396696e-01]
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 [  3.85479084e-01   4.41527072e-01  -6.88845573e-02   3.29483078e-01
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 [  5.83636870e-02   9.51024653e-02   2.58775370e-01   2.55721705e-01
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 [  4.18944322e-02   1.40360046e-01   2.47376788e-01   8.68612004e-02
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   -1.77451491e-01   1.21505535e-01]
 [  8.59010788e-02   8.80210904e-02   1.10078841e-01   1.40535808e-02
   -2.05537995e-01   5.93497579e-02  -2.07647375e-02  -2.71338767e-01
   -8.17130705e-03  -7.69367338e-02]
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   -1.73406096e-02   1.77607775e-01]
 [  2.28309438e-01   1.12235597e-01   2.90072966e-02   7.57526869e-02
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   -5.51323585e-02  -2.14177606e-02]
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 [  2.11767635e-01   2.96564770e-01   2.36110366e-01   1.12003190e-01
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 [  1.85034806e-02  -4.06948750e-01  -1.94252540e-01  -1.61763325e-01
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   -6.89281194e-02  -8.86588418e-03]
 [ -3.03274217e-01  -1.32017278e-02   3.02323180e-02   3.39982939e-02
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 [  1.73205820e-01  -3.85660206e-02  -2.19713619e-01  -1.89214618e-02
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    3.84176287e-02  -1.38893203e-01]
 [  2.48367260e-01  -2.30111724e-01   7.91760385e-02   3.39163984e-02
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    1.52548705e-01  -1.19123491e-01]
 [ -8.89264908e-02  -9.30655402e-02   1.26394237e-01   1.25022501e-01
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    1.87305148e-01   1.89513755e-02]
 [ -1.14039589e-01  -2.84012858e-01   1.50729082e-01  -4.62481584e-01
   -6.01537173e-01   1.75484728e-01   2.20151062e-01  -1.35510472e-01
   -9.70570666e-02   9.89976855e-02]]
[[ 0.62307652]
 [ 1.91361289]
 [ 0.21078095]
 [ 0.93046659]
 [-2.95654541]
 [-0.36006207]
 [-1.93015103]
 [ 0.06343977]
 [ 0.66796255]
 [ 0.85539406]]
Progress: 75.0% ... Training loss: 0.241 ... Validation loss: 0.413[[  2.29829149e-01   5.54275288e-01  -7.86837764e-02   1.74982890e-01
   -2.04746177e-01  -9.80353730e-02  -1.54963807e-01   1.21470549e-01
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 [  7.55365928e-03   1.01826572e-01  -2.11972758e-02   4.21841581e-02
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    1.42382715e-01  -2.96433679e-02]
 [  2.30742996e-01   5.99038164e-01   1.18712204e-02  -5.20300847e-02
    9.27560039e-01  -3.38561316e-02  -1.13459172e+00  -4.33421097e-02
    8.79963980e-02   3.36544286e-01]
 [  3.23672643e-02  -5.02997170e-01  -1.94371473e-01   2.47326542e-01
   -1.99151728e-01   1.46334530e-01   3.38505688e-01   6.15498410e-02
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 [ -4.92601127e-02   2.05952617e-02  -1.42609608e-01   5.86120192e-02
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   -1.85412264e-01  -6.70044489e-02]
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   -5.21623703e-02  -6.20659994e-02]
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   -2.08029097e-01   6.71666663e-02  -1.48455192e-02  -3.13865490e-02
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   -3.41076997e-02   2.25621193e-02]
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   -1.77693196e-01  -2.16511309e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.93315194e-01  -1.15925950e-01]
 [  8.03732010e-02  -2.55149226e-01  -3.05407910e-02   8.34124332e-02
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   -1.01744140e-01  -1.77696832e-02]
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   -8.37008912e-02  -1.93187218e-02   1.28455082e-01   1.19119051e-01
   -1.84530984e-02  -4.45334309e-02]
 [  4.87312961e-03  -2.10571038e-01  -2.97867870e-01  -6.92339205e-02
   -4.40651308e-02  -8.93031918e-02   4.37977764e-02   1.60188928e-01
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 [  5.85350119e-02  -8.12351496e-02  -1.10571539e-01   6.71752142e-02
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   -1.42390915e-01  -4.00867030e-02]
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   -1.73657309e-01  -3.73921289e-01]
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 [  1.57234206e-02  -5.85772154e-01  -4.36370711e-02  -1.01536919e-01
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   -3.61244025e-01  -2.14988733e-01]
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   -6.94149466e-02   9.15755532e-02]
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   -8.87383252e-02  -1.32231337e-01]
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 [  3.85847385e-01   4.42622219e-01  -6.87979457e-02   3.29890366e-01
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 [  5.80625725e-02   9.40947937e-02   2.58658693e-01   2.55210980e-01
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 [  1.19284396e-02  -4.63784932e-02  -6.59261314e-02  -4.48564499e-02
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 [  4.15176084e-02   1.39182589e-01   2.47252233e-01   8.62624235e-02
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   -1.77856764e-01   1.20989062e-01]
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   -8.26619054e-03  -7.70560490e-02]
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   -1.74968065e-02   1.77390522e-01]
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   -5.37938061e-02  -1.99051688e-02]
 [  5.08086127e-02   7.83292730e-02   1.89464044e-02   4.70659554e-02
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   -2.12106652e-01   2.85998607e-02]
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   -1.69926635e-01  -2.27382167e-01]
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    1.53852887e-01  -1.17444174e-01]
 [ -8.98974733e-02  -9.55659253e-02   1.26043201e-01   1.23465618e-01
    2.95776068e-02  -1.21777449e-01   2.05523841e-01  -7.87338632e-02
    1.86192448e-01   1.75880687e-02]
 [ -1.13205739e-01  -2.80779935e-01   1.51039959e-01  -4.60994216e-01
   -6.05630308e-01   1.74965379e-01   2.18253080e-01  -1.35414385e-01
   -9.59340118e-02   1.00085481e-01]]
[[ 0.61938682]
 [ 1.91289759]
 [ 0.20566886]
 [ 0.92623749]
 [-2.96143898]
 [-0.36435473]
 [-1.9396477 ]
 [ 0.05927661]
 [ 0.66309186]
 [ 0.85233773]]
Progress: 75.0% ... Training loss: 0.240 ... Validation loss: 0.411[[  2.27501830e-01   5.48628331e-01  -7.94603820e-02   1.71666736e-01
   -1.94358478e-01  -9.66112755e-02  -1.49617092e-01   1.21239317e-01
    1.38071094e-02   3.21458668e-01]
 [  8.02143608e-03   1.03046326e-01  -2.10430470e-02   4.29285956e-02
    7.05145327e-02  -5.03009387e-03   3.51765607e-01   4.00110912e-02
    1.42903526e-01  -2.90658827e-02]
 [  2.29955896e-01   5.96708444e-01   1.15493006e-02  -5.31177995e-02
    9.33648311e-01  -3.32482850e-02  -1.13476709e+00  -4.34408378e-02
    8.69472729e-02   3.35629925e-01]
 [  3.32295368e-02  -5.00956321e-01  -1.94071446e-01   2.48505421e-01
   -2.04370106e-01   1.45891612e-01   3.37830188e-01   6.16264260e-02
    1.20765707e-01   3.18866803e-01]
 [ -4.83394872e-02   2.26793015e-02  -1.42113337e-01   6.06934159e-02
   -1.75089829e-01  -1.89209618e-01   1.66431519e-01  -1.13597796e-01
   -1.84108352e-01  -6.56432993e-02]
 [ -4.01535341e-01  -6.78436217e-01  -3.07123007e-01   1.24860131e-01
   -3.86636912e-01   4.18549055e-02   3.97029119e-01  -4.31522433e-02
   -5.20659537e-02  -6.20661902e-02]
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   -1.89114754e-01  -6.80602668e-02   1.86666731e-01  -1.95518681e-01
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   -2.56259361e-01  -4.40929611e-02   1.00955941e-01   1.11569164e-01
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 [ -1.80819814e-01  -2.38409986e-01  -3.01443578e-01  -2.54169712e-02
   -2.09024652e-01   6.72065581e-02  -1.50403384e-02  -3.13964598e-02
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 [  1.15673806e-02  -5.32616662e-01   5.84704128e-02  -1.22207933e-01
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   -3.54671802e-02   2.09279377e-02]
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   -1.77852900e-01  -2.16677582e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92812720e-01  -3.36822686e-01   9.13443207e-02   2.00294272e-01
   -1.84507409e-01  -5.93516344e-02   1.10453061e-01  -2.63151371e-01
   -2.93565047e-01  -1.16235550e-01]
 [  8.01455111e-02  -2.55714110e-01  -3.06027673e-02   8.31184257e-02
   -6.38460256e-02  -8.13054784e-02   3.10478730e-01  -3.86808454e-04
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 [  2.35198374e-02  -1.71482887e-01  -2.15833263e-01   1.21294238e-01
   -6.89260595e-02   8.47868996e-02   4.25480109e-03  -2.15804463e-02
   -1.01726312e-01  -1.78232962e-02]
 [ -1.21205530e-01  -1.18303669e-01  -2.01263143e-01   1.56382946e-01
   -4.59268929e-02   1.33617713e-01  -9.78658015e-03  -2.51591420e-01
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 [ -5.21286655e-02  -1.01346356e-01   2.81231403e-01   1.21142899e-01
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    9.64949763e-02   7.61366953e-02]
 [  7.35078660e-02  -2.93904749e-02   8.90838282e-02   8.90825202e-02
   -8.37195625e-02  -1.92561645e-02   1.28161722e-01   1.19110965e-01
   -1.85703686e-02  -4.46718204e-02]
 [  4.44593431e-03  -2.11784029e-01  -2.98013257e-01  -6.96884354e-02
   -4.18024490e-02  -8.89940953e-02   4.40470548e-02   1.60141555e-01
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 [  5.89341466e-02  -8.03707250e-02  -1.10444447e-01   6.77291937e-02
   -2.91596427e-01   3.13147312e-01   3.01807844e-01   2.04517736e-01
   -1.41999940e-01  -3.95135000e-02]
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   -1.50590074e-01  -3.28859024e-01   1.39326010e-01   7.47753495e-03
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   -1.22500457e-01  -2.00425706e-01   1.16183989e-02  -2.18321873e-02
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   -3.69115911e-01   5.25788783e-03   9.60693170e-02  -2.71253619e-02
   -2.26086118e-02   2.17546241e-02]
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   -1.73772512e-01  -3.74069055e-01]
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    2.94265490e-02  -3.92483868e-01]
 [  1.54258220e-02  -5.86511120e-01  -4.37402240e-02  -1.02008942e-01
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   -3.61574258e-01  -2.15364830e-01]
 [ -1.75428312e-01  -6.97460771e-01  -1.16223266e-02  -2.05134890e-01
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   -6.94630993e-02   9.15175257e-02]
 [ -3.04786094e-01  -5.38149439e-01   5.42201382e-02  -4.76095910e-02
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   -8.85256541e-02  -1.31925500e-01]
 [ -2.21934535e-01  -4.07255023e-01   2.46785307e-01  -2.58485378e-01
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   -2.70269273e-01  -3.80864157e-02]
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   -3.33072129e-02  -1.44368654e-01]
 [  8.00257696e-02   2.70390914e-01   1.52697503e-01  -1.30350410e-01
   -1.51156756e-01   6.43731997e-02  -1.46657579e-01   2.78211243e-01
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 [  3.85452377e-01   4.41942124e-01  -6.89235788e-02   3.29284208e-01
   -9.27163643e-01  -2.97650378e-01  -5.64326176e-01   1.79407910e-01
    4.25307455e-01   2.66490483e-02]
 [  5.80200986e-02   9.36081483e-02   2.58647260e-01   2.55202685e-01
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   -1.26807671e-01  -2.78862677e-01]
 [  2.07423454e-02  -1.24358750e-01  -1.22548295e-01  -6.46984915e-02
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 [  1.17328789e-02  -4.68874339e-02  -6.59871754e-02  -4.51565009e-02
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    4.21161801e-02   9.22017320e-03]
 [  4.10162250e-02   1.37709215e-01   2.47081943e-01   8.54634782e-02
   -1.94449542e-01  -1.45604596e-01   2.98745838e-02   3.96278982e-02
   -1.78430149e-01   1.20258336e-01]
 [  8.60423615e-02   8.87001817e-02   1.10109490e-01   1.42389457e-02
   -2.07183916e-01   5.92443476e-02  -2.09886125e-02  -2.71325633e-01
   -8.01481235e-03  -7.67879030e-02]
 [ -1.51127191e-03   1.51934756e-01   8.62346388e-02  -3.41472405e-02
   -5.61249668e-02   1.73990396e-01   1.81368709e-02   1.17962908e-01
   -1.77782048e-02   1.77098180e-01]
 [  2.29746063e-01   1.16905952e-01   2.95396939e-02   7.79583043e-02
   -4.92604235e-03  -2.96442460e-02  -2.53317953e-01   1.48091325e-01
   -5.34845713e-02  -1.95075439e-02]
 [  5.08173282e-02   7.84454132e-02   1.89471036e-02   4.70497814e-02
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 [  6.06945275e-02   4.66768853e-01   1.29073405e-01   4.51948900e-01
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 [  2.11831307e-01   2.96804750e-01   2.36145531e-01   1.12247087e-01
   -6.28358751e-01   9.60447150e-02  -1.68006903e-01   1.58870437e-01
    2.13483808e-01   4.46311321e-02]
 [ -8.31174906e-02   2.50986055e-01   2.37195471e-01   3.75036929e-03
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   -4.24872626e-02   3.77880435e-02]
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   -2.88444642e-01  -1.08201545e-01]
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   -2.12626304e-01   2.80399902e-02]
 [  6.19477907e-03  -4.70228423e-01  -1.29742327e-01  -1.68573171e-01
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   -1.70003183e-01  -2.27489191e-01]
 [  1.77689342e-02  -4.07410780e-01  -1.94524043e-01  -1.63022712e-01
   -4.80423689e-01   5.02663177e-03   3.01325297e-01  -1.69562181e-01
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 [ -8.42142352e-02  -3.98279708e-02   2.78611444e-01   5.45376124e-02
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   -6.87535432e-02  -8.71878202e-03]
 [ -3.03356491e-01  -1.42680910e-02   3.01910446e-02   3.37368856e-02
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   -3.64715757e-02   1.23961755e-01]
 [  1.70867588e-01  -4.52759635e-02  -2.20480219e-01  -2.23899865e-02
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    3.58890723e-02  -1.42089523e-01]
 [  2.50021570e-01  -2.26022151e-01   7.98154707e-02   3.68092181e-02
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    1.54379718e-01  -1.16855418e-01]
 [ -9.02746711e-02  -9.63813171e-02   1.25912527e-01   1.22878437e-01
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    1.85759514e-01   1.70406047e-02]
 [ -1.14245613e-01  -2.82929983e-01   1.50650456e-01  -4.62566175e-01
   -6.01928565e-01   1.75635833e-01   2.19745167e-01  -1.35527353e-01
   -9.71391694e-02   9.86749327e-02]]
[[ 0.61373593]
 [ 1.9072505 ]
 [ 0.2013939 ]
 [ 0.92175617]
 [-2.9667604 ]
 [-0.36756522]
 [-1.94302192]
 [ 0.05481366]
 [ 0.65766769]
 [ 0.84600525]]
Progress: 75.1% ... Training loss: 0.241 ... Validation loss: 0.414[[  2.27914563e-01   5.50996293e-01  -7.93051991e-02   1.72087051e-01
   -1.96477401e-01  -9.68126407e-02  -1.51867264e-01   1.21271162e-01
    1.42179443e-02   3.22032661e-01]
 [  8.11476405e-03   1.03072285e-01  -2.10018173e-02   4.31428649e-02
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    1.42988321e-01  -2.89036308e-02]
 [  2.29817180e-01   5.96852989e-01   1.14226484e-02  -5.39827561e-02
    9.36642933e-01  -3.29278794e-02  -1.13655725e+00  -4.34893113e-02
    8.65706777e-02   3.35108334e-01]
 [  3.41059172e-02  -5.00158489e-01  -1.93749207e-01   2.50282160e-01
   -2.08776870e-01   1.45248352e-01   3.37334734e-01   6.17234353e-02
    1.21814855e-01   3.20103046e-01]
 [ -5.00695118e-02   1.71880954e-02  -1.42741367e-01   5.82626244e-02
   -1.73101806e-01  -1.88180759e-01   1.69898335e-01  -1.13746213e-01
   -1.85830173e-01  -6.80873283e-02]
 [ -4.01744859e-01  -6.79235979e-01  -3.07176322e-01   1.24595198e-01
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   -5.22279050e-02  -6.22963163e-02]
 [ -1.63970645e-02  -3.98817499e-01   5.39442557e-03   6.34251070e-02
   -1.95832850e-01  -6.87614223e-02   1.82486472e-01  -1.95420679e-01
    1.90197297e-01   4.58484253e-02]
 [  9.98082406e-02  -4.51990624e-01   2.38404981e-02  -9.73349024e-02
   -2.55290008e-01  -4.39196573e-02   1.01098359e-01   1.11540079e-01
    6.85501202e-02  -2.46995298e-02]
 [ -1.79832282e-01  -2.36303474e-01  -3.01104849e-01  -2.39645767e-02
   -2.13114293e-01   6.66047304e-02  -1.71411420e-02  -3.13026712e-02
    2.79763011e-01  -1.33118200e-01]
 [  1.30918557e-02  -5.29446513e-01   5.89583168e-02  -1.20210912e-01
   -5.15365969e-01  -9.69742638e-02   1.76336502e-01  -1.22696257e-01
   -3.39551050e-02   2.29747883e-02]
 [ -6.85336315e-02  -2.57998641e-01   1.10676439e-02  -1.12912288e-01
   -3.34341828e-01  -3.24967772e-03   2.70559316e-01  -1.02235406e-01
    1.67773629e-02  -8.20532465e-02]
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   -1.77239163e-01  -2.15923530e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92848816e-01  -3.36990895e-01   9.13392672e-02   2.00212891e-01
   -1.84211750e-01  -5.93526968e-02   1.10552387e-01  -2.63153011e-01
   -2.93556201e-01  -1.16221298e-01]
 [  8.01802710e-02  -2.55904635e-01  -3.05799355e-02   8.32516255e-02
   -6.50285738e-02  -8.13587998e-02   3.10244932e-01  -3.81631141e-04
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[[ 0.61814644]
 [ 1.9094324 ]
 [ 0.2071914 ]
 [ 0.92721344]
 [-2.96392049]
 [-0.36133805]
 [-1.93557212]
 [ 0.05978654]
 [ 0.66381687]
 [ 0.85152015]]
Progress: 75.2% ... Training loss: 0.240 ... Validation loss: 0.413[[  2.29370533e-01   5.55107571e-01  -7.88044292e-02   1.74084607e-01
   -1.99039695e-01  -9.75802574e-02  -1.55169108e-01   1.21393503e-01
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 [  2.28299856e-01   5.92592679e-01   1.08408065e-02  -5.63521531e-02
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    8.48839068e-02   3.32853627e-01]
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   -8.81572178e-02  -1.31434888e-01]
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 [  5.83240845e-02   9.42311028e-02   2.58768991e-01   2.55660708e-01
   -4.52707671e-03  -2.02754314e-01  -1.77719002e-01  -1.32326975e-01
   -1.26426734e-01  -2.78369619e-01]
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   -1.78793239e-01   1.19743711e-01]
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   -2.08464442e-01   5.88282496e-02  -2.28662622e-02  -2.71272401e-01
   -7.26564442e-03  -7.58386940e-02]
 [ -2.46221760e-03   1.48853025e-01   8.59136695e-02  -3.56019486e-02
   -5.14708803e-02   1.74547097e-01   2.01607489e-02   1.17874733e-01
   -1.88485219e-02   1.75778822e-01]
 [  2.29305200e-01   1.15530553e-01   2.93649729e-02   7.70981029e-02
   -2.93681806e-03  -2.94096758e-02  -2.52664072e-01   1.48040208e-01
   -5.39510368e-02  -2.01364171e-02]
 [  5.01273129e-02   7.69045401e-02   1.87194161e-02   4.60521133e-02
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 [  2.12168151e-01   2.98081966e-01   2.36280559e-01   1.12809728e-01
   -6.29405063e-01   9.58564874e-02  -1.69017295e-01   1.58899223e-01
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   -4.24962813e-02   3.77825988e-02]
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   -2.88484838e-01  -1.08258886e-01]
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 [  1.71281775e-02  -4.08523802e-01  -1.94723189e-01  -1.63959501e-01
   -4.80107691e-01   5.43433043e-03   3.01814498e-01  -1.69640385e-01
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 [ -8.30902529e-02  -3.76964522e-02   2.79024555e-01   5.62795238e-02
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   -6.75122826e-02  -7.18177278e-03]
 [ -3.01622308e-01  -1.03530643e-02   3.07891749e-02   3.63557355e-02
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   -3.46310456e-02   1.26247029e-01]
 [  1.69542848e-01  -4.99946099e-02  -2.20937475e-01  -2.44226123e-02
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 [  2.49741249e-01  -2.27723424e-01   7.97004904e-02   3.64356977e-02
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    1.54086207e-01  -1.17201395e-01]
 [ -9.07588848e-02  -9.77916571e-02   1.25753351e-01   1.22248469e-01
    3.21694844e-02  -1.21266805e-01   2.07285232e-01  -7.88166490e-02
    1.85333501e-01   1.64920020e-02]
 [ -1.13156319e-01  -2.79123346e-01   1.51034050e-01  -4.61156315e-01
   -6.05795061e-01   1.74975953e-01   2.15816012e-01  -1.35444552e-01
   -9.59585450e-02   1.00131283e-01]]
[[ 0.61562535]
 [ 1.90990325]
 [ 0.20664392]
 [ 0.92728482]
 [-2.97044534]
 [-0.36366731]
 [-1.93680746]
 [ 0.05840413]
 [ 0.66059555]
 [ 0.84992569]]
Progress: 75.2% ... Training loss: 0.240 ... Validation loss: 0.413[[  2.30625123e-01   5.58688335e-01  -7.83131330e-02   1.75854271e-01
   -2.03501511e-01  -9.83192043e-02  -1.56833513e-01   1.21518191e-01
    1.71111386e-02   3.25758275e-01]
 [  8.60713237e-03   1.04247328e-01  -2.08048463e-02   4.39930033e-02
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    1.43601037e-01  -2.81388479e-02]
 [  2.27159600e-01   5.90966038e-01   1.03767237e-02  -5.87294192e-02
    9.42140775e-01  -3.08542443e-02  -1.13395922e+00  -4.37969963e-02
    8.35495253e-02   3.31136133e-01]
 [  3.41611015e-02  -4.99047966e-01  -1.93724726e-01   2.50530301e-01
   -2.08870636e-01   1.45104687e-01   3.38456196e-01   6.17621405e-02
    1.21875698e-01   3.20722214e-01]
 [ -4.79431075e-02   2.43693355e-02  -1.41979953e-01   6.20301194e-02
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   -1.83287172e-01  -6.50184525e-02]
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   -4.99747195e-02  -5.95467790e-02]
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   -2.61131209e-01  -4.43976529e-02   9.89590450e-02   1.11639020e-01
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   -2.07294753e-01   6.71853055e-02  -1.38992368e-02  -3.14012552e-02
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 [  1.15740551e-02  -5.34518131e-01   5.85459986e-02  -1.22717708e-01
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   -3.55395588e-02   2.11331996e-02]
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   -1.77338334e-01  -2.16162361e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92267581e-01  -3.35706901e-01   9.16124786e-02   2.01341507e-01
   -1.86045215e-01  -5.98114855e-02   1.09538453e-01  -2.63082975e-01
   -2.92802978e-01  -1.15329301e-01]
 [  8.13376510e-02  -2.54120233e-01  -3.01915876e-02   8.50315567e-02
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 [  2.41685523e-02  -1.69683458e-01  -2.15565651e-01   1.22074399e-01
   -7.03912912e-02   8.43315843e-02   2.94591390e-03  -2.15114937e-02
   -1.01036836e-01  -1.70032195e-02]
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   -5.28209975e-02   1.32701206e-01  -1.45556426e-02  -2.51464510e-01
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 [  7.22771654e-02  -3.23636131e-02   8.87144528e-02   8.72493400e-02
   -8.16411956e-02  -1.84004205e-02   1.30377972e-01   1.18991517e-01
   -1.98388077e-02  -4.60818247e-02]
 [  4.40118880e-03  -2.12840475e-01  -2.98095939e-01  -6.99944149e-02
   -4.17462547e-02  -8.88339271e-02   4.34144571e-02   1.60111926e-01
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 [  5.92307135e-02  -7.99962526e-02  -1.10340914e-01   6.81939447e-02
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   -1.41680105e-01  -3.91079974e-02]
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   -1.73401542e-01  -3.73707579e-01]
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 [  1.57228646e-02  -5.86664997e-01  -4.36390132e-02  -1.01524871e-01
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   -3.61224941e-01  -2.14966972e-01]
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   -6.95805288e-02   9.14835580e-02]
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   -8.79004998e-02  -1.31108079e-01]
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   -2.70319053e-01  -3.80517934e-02]
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   -3.28129570e-02  -1.43736220e-01]
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 [  3.86877390e-01   4.46352709e-01  -6.84171672e-02   3.31387186e-01
   -9.32656245e-01  -2.98471308e-01  -5.68168131e-01   1.79546374e-01
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 [  5.90484422e-02   9.58701385e-02   2.59035057e-01   2.56721099e-01
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 [  2.17071231e-02  -1.21975093e-01  -1.22230741e-01  -6.33080530e-02
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   -1.78707689e-01   1.19865211e-01]
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   -7.28142763e-03  -7.58693044e-02]
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 [  2.29606009e-01   1.16338721e-01   2.94670043e-02   7.75694686e-02
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   -5.35887968e-02  -1.97875391e-02]
 [  4.98990492e-02   7.62129099e-02   1.86442940e-02   4.57435977e-02
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 [  6.10245171e-02   4.67783218e-01   1.29218251e-01   4.52347493e-01
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   -4.19396837e-02   3.84495129e-02]
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   -1.69704066e-01  -2.27121401e-01]
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   -6.76156558e-02  -7.35132231e-03]
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    3.44716199e-02  -1.44127225e-01]
 [  2.49032318e-01  -2.29880291e-01   7.94371098e-02   3.52154405e-02
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    1.53202157e-01  -1.18306095e-01]
 [ -8.89046270e-02  -9.39343782e-02   1.26405626e-01   1.24975560e-01
    2.70890287e-02  -1.22417757e-01   2.03201517e-01  -7.86290374e-02
    1.87208819e-01   1.90522774e-02]
 [ -1.13588100e-01  -2.80543832e-01   1.50899067e-01  -4.61835428e-01
   -6.05195584e-01   1.75230346e-01   2.18326943e-01  -1.35484543e-01
   -9.63397091e-02   9.97867731e-02]]
[[ 0.61954077]
 [ 1.91320197]
 [ 0.20935948]
 [ 0.93517361]
 [-2.96820344]
 [-0.35896206]
 [-1.92722356]
 [ 0.06410093]
 [ 0.66664364]
 [ 0.85499824]]
Progress: 75.2% ... Training loss: 0.241 ... Validation loss: 0.414[[  2.29909298e-01   5.56809747e-01  -7.85298906e-02   1.74825992e-01
   -2.00888165e-01  -9.79691993e-02  -1.53542026e-01   1.21441046e-01
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 [  8.64232573e-03   1.04438289e-01  -2.08100018e-02   4.40582886e-02
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 [  2.26283169e-01   5.89336197e-01   1.00640241e-02  -6.02090472e-02
    9.42512345e-01  -3.03732863e-02  -1.13135551e+00  -4.38815647e-02
    8.27802072e-02   3.29921415e-01]
 [  3.30952707e-02  -5.00604243e-01  -1.94067805e-01   2.49128137e-01
   -2.05105913e-01   1.45982048e-01   3.40975089e-01   6.16202843e-02
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 [ -5.12904645e-02   1.65646471e-02  -1.43071770e-01   5.69638668e-02
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   -1.86692770e-01  -6.93291941e-02]
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   -5.02433007e-02  -5.99865542e-02]
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   -2.62362240e-01  -4.43412342e-02   9.96280811e-02   1.11623172e-01
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   -1.78245199e-01  -2.17298046e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  7.25244703e-02  -3.15164298e-02   8.88121344e-02   8.76238822e-02
   -8.30828253e-02  -1.85372608e-02   1.30273108e-01   1.19020687e-01
   -1.94929863e-02  -4.56483209e-02]
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   -1.73860482e-01  -3.74329236e-01]
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   -3.61093451e-01  -2.14797906e-01]
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   -8.79149275e-02  -1.31127120e-01]
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 [  3.86978380e-01   4.46644941e-01  -6.83827975e-02   3.31522833e-01
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 [  5.85280867e-02   9.44556868e-02   2.58863757e-01   2.55983281e-01
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   -1.26154857e-01  -2.78046870e-01]
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 [  4.11568828e-02   1.37586773e-01   2.47099633e-01   8.55120864e-02
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   -1.78285835e-01   1.20279907e-01]
 [  8.65398066e-02   8.98249366e-02   1.10252494e-01   1.47705699e-02
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   -7.58450496e-03  -7.62566925e-02]
 [ -2.24874168e-03   1.49150127e-01   8.59812152e-02  -3.54317809e-02
   -5.21355096e-02   1.74391856e-01   1.94563810e-02   1.17901832e-01
   -1.85893687e-02   1.76022222e-01]
 [  2.29066054e-01   1.14807232e-01   2.92912820e-02   7.67550854e-02
   -2.34071802e-03  -2.93452237e-02  -2.52172327e-01   1.48020661e-01
   -5.40913359e-02  -2.04358715e-02]
 [  5.00425721e-02   7.67048823e-02   1.86932198e-02   4.59568714e-02
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   -6.30556869e-01   9.58719120e-02  -1.69123390e-01   1.58899528e-01
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   -2.88749326e-01  -1.08590599e-01]
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   -2.12785748e-01   2.78754106e-02]
 [  6.61549130e-03  -4.69304284e-01  -1.29598640e-01  -1.67894621e-01
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   -1.69524800e-01  -2.26882143e-01]
 [  1.76345058e-02  -4.06428958e-01  -1.94542959e-01  -1.63247949e-01
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 [ -8.34658994e-02  -3.95235313e-02   2.78886410e-01   5.56598949e-02
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   -6.78574580e-02  -7.79037470e-03]
 [ -3.01289509e-01  -9.25415511e-03   3.09353539e-02   3.69523894e-02
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   -3.42124095e-02   1.26686830e-01]
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 [  2.48359656e-01  -2.31819508e-01   7.92156340e-02   3.41851601e-02
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 [ -8.91477529e-02  -9.46730741e-02   1.26311951e-01   1.24583143e-01
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    1.86931699e-01   1.86669510e-02]
 [ -1.13786860e-01  -2.81580814e-01   1.50828815e-01  -4.62287558e-01
   -6.05552048e-01   1.75374363e-01   2.19705785e-01  -1.35502357e-01
   -9.65688099e-02   9.95981868e-02]]
[[ 0.61217229]
 [ 1.90839869]
 [ 0.20378023]
 [ 0.92634466]
 [-2.97379397]
 [-0.36535519]
 [-1.93650552]
 [ 0.05787044]
 [ 0.65876096]
 [ 0.84772991]]
Progress: 75.3% ... Training loss: 0.240 ... Validation loss: 0.414[[  2.30769949e-01   5.58661021e-01  -7.82633904e-02   1.76048451e-01
   -2.03498126e-01  -9.85026378e-02  -1.55988667e-01   1.21519587e-01
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 [  8.37737458e-03   1.03733028e-01  -2.09013996e-02   4.36443239e-02
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 [  2.28066216e-01   5.94211835e-01   1.05988978e-02  -5.77880987e-02
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    8.46608266e-02   3.32092158e-01]
 [  3.59932831e-02  -4.93817252e-01  -1.93106019e-01   2.53703231e-01
   -2.15822655e-01   1.44168704e-01   3.33862364e-01   6.19167220e-02
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 [ -4.98766073e-02   2.19666082e-02  -1.42674242e-01   5.90342210e-02
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   -1.85220313e-01  -6.73140956e-02]
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   -5.15513480e-02  -6.15986387e-02]
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   -1.95637877e-01  -6.86716841e-02   1.83566250e-01  -1.95446496e-01
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   -2.67820228e-01  -4.50471337e-02   9.59502323e-02   1.11723865e-01
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   -2.03824411e-01   6.73858539e-02  -1.21838141e-02  -3.14494328e-02
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 [  1.01667301e-02  -5.40102325e-01   5.80132054e-02  -1.25364287e-01
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   -3.69900011e-02   1.88537087e-02]
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   -1.76802928e-01  -2.15441129e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92522029e-01  -3.36497645e-01   9.15243406e-02   2.00990247e-01
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 [ -8.81665598e-02  -9.28025909e-02   1.26635250e-01   1.26002360e-01
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[[ 0.62110235]
 [ 1.91410442]
 [ 0.20909507]
 [ 0.93371176]
 [-2.96732307]
 [-0.3580776 ]
 [-1.92858394]
 [ 0.06499017]
 [ 0.66649919]
 [ 0.85697094]]
Progress: 75.3% ... Training loss: 0.241 ... Validation loss: 0.414[[  2.29959012e-01   5.57051944e-01  -7.84303038e-02   1.75101746e-01
   -1.98226276e-01  -9.81052417e-02  -1.53439640e-01   1.21459835e-01
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 [  8.51910699e-03   1.04553497e-01  -2.08486236e-02   4.38767097e-02
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 [  2.28052821e-01   5.94179448e-01   1.06137226e-02  -5.74961644e-02
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    8.46097649e-02   3.32353798e-01]
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   -2.13532381e-01   1.45000720e-01   3.36789324e-01   6.17565779e-02
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   -1.77389721e-01  -2.16216324e-01]
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 [  3.87049528e-01   4.47290264e-01  -6.83456419e-02   3.31383490e-01
   -9.32219047e-01  -2.98525978e-01  -5.69343875e-01   1.79560970e-01
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 [  5.83352557e-02   9.38404628e-02   2.58803137e-01   2.55649862e-01
   -3.19516649e-03  -2.02756903e-01  -1.76713304e-01  -1.32325064e-01
   -1.26374390e-01  -2.78350208e-01]
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 [  4.18373991e-02   1.40171633e-01   2.47338516e-01   8.66474353e-02
   -1.97223905e-01  -1.46168478e-01   2.76326022e-02   3.97088046e-02
   -1.77562727e-01   1.21262612e-01]
 [  8.68940526e-02   9.09436204e-02   1.10363969e-01   1.53065514e-02
   -2.07806064e-01   5.87783076e-02  -2.34010020e-02  -2.71277179e-01
   -7.15493968e-03  -7.56742587e-02]
 [ -1.58839310e-03   1.51131317e-01   8.61976605e-02  -3.45004964e-02
   -5.53697860e-02   1.73983417e-01   1.85129034e-02   1.17976480e-01
   -1.78224287e-02   1.76924378e-01]
 [  2.28845076e-01   1.14029060e-01   2.92041227e-02   7.62922094e-02
   -8.78742888e-04  -2.91993340e-02  -2.51851952e-01   1.47991533e-01
   -5.43709490e-02  -2.07693677e-02]
 [  5.03404385e-02   7.76614872e-02   1.87772892e-02   4.63907359e-02
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 [  2.12710937e-01   3.00730111e-01   2.36498057e-01   1.13815987e-01
   -6.34476496e-01   9.54843365e-02  -1.71166796e-01   1.58969743e-01
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   -4.31700349e-02   3.68915851e-02]
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   -2.88968521e-01  -1.08860192e-01]
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   -2.12779748e-01   2.79150956e-02]
 [  6.78277824e-03  -4.69195148e-01  -1.29531493e-01  -1.67586377e-01
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   -1.69334145e-01  -2.26625359e-01]
 [  1.69983449e-02  -4.07878059e-01  -1.94800716e-01  -1.64385311e-01
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 [ -8.40627456e-02  -4.10627985e-02   2.78687446e-01   5.47795857e-02
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   -6.84692112e-02  -8.62813851e-03]
 [ -3.00308865e-01  -7.05341632e-03   3.12804534e-02   3.82461312e-02
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   -3.31010671e-02   1.28138219e-01]
 [  1.71148145e-01  -4.63332491e-02  -2.20291238e-01  -2.14884314e-02
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    3.64012087e-02  -1.41780946e-01]
 [  2.48339689e-01  -2.31756342e-01   7.92413024e-02   3.42830137e-02
    9.28784765e-02  -6.15722094e-02   2.05387120e-02  -1.32724074e-01
    1.52594694e-01  -1.19261448e-01]
 [ -8.91567979e-02  -9.49856153e-02   1.26288957e-01   1.24501120e-01
    2.80140919e-02  -1.22212026e-01   2.04145557e-01  -7.86668522e-02
    1.86860968e-01   1.86943291e-02]
 [ -1.14970146e-01  -2.84219292e-01   1.50458838e-01  -4.64126422e-01
   -6.02376148e-01   1.76109404e-01   2.22423111e-01  -1.35637060e-01
   -9.78302483e-02   9.82631875e-02]]
[[ 0.61860628]
 [ 1.91308954]
 [ 0.20522583]
 [ 0.92983836]
 [-2.96720559]
 [-0.36207839]
 [-1.93475521]
 [ 0.06409586]
 [ 0.66327585]
 [ 0.85299544]]
Progress: 75.4% ... Training loss: 0.240 ... Validation loss: 0.413[[  2.32013634e-01   5.62992671e-01  -7.77437335e-02   1.78050559e-01
   -2.04354300e-01  -9.89254980e-02  -1.58755957e-01   1.21652763e-01
    1.86666472e-02   3.27604784e-01]
 [  8.54365258e-03   1.04374648e-01  -2.08286634e-02   4.39830041e-02
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    1.43577417e-01  -2.83521808e-02]
 [  2.27820831e-01   5.93154840e-01   1.05317769e-02  -5.82415172e-02
    9.33225133e-01  -3.11799827e-02  -1.13609559e+00  -4.37872742e-02
    8.43086743e-02   3.31598836e-01]
 [  3.09845452e-02  -5.06200022e-01  -1.94707300e-01   2.46740925e-01
   -2.05027913e-01   1.46688588e-01   3.46231723e-01   6.14226884e-02
    1.18791228e-01   3.16811274e-01]
 [ -5.16526175e-02   1.72558889e-02  -1.42971792e-01   5.71155069e-02
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   -1.86545320e-01  -6.96446214e-02]
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   -3.90632941e-01   4.08931455e-02   3.97583421e-01  -4.30180353e-02
   -5.06568585e-02  -6.03714920e-02]
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   -1.99352185e-01  -6.87852753e-02   1.80160139e-01  -1.95383365e-01
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   -2.67711850e-01  -4.48909054e-02   9.74523980e-02   1.11684241e-01
    7.05519549e-02  -2.22549337e-02]
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   -2.02316537e-01   6.77071156e-02  -9.68921561e-03  -3.15015346e-02
    2.77826857e-01  -1.35679883e-01]
 [  1.32481603e-02  -5.30871592e-01   5.90807176e-02  -1.20743549e-01
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   -3.37476533e-02   2.27138488e-02]
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   -3.43832022e-01  -4.91888815e-03   2.66454021e-01  -1.02007543e-01
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   -1.78081137e-01  -2.17159107e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92233856e-01  -3.36072560e-01   9.16371942e-02   2.01377207e-01
   -1.86124432e-01  -5.98849479e-02   1.10327456e-01  -2.63074867e-01
   -2.92769913e-01  -1.15289553e-01]
 [  8.02710929e-02  -2.57359192e-01  -3.05450588e-02   8.34113193e-02
   -6.54697312e-02  -8.14719769e-02   3.12014221e-01  -3.75874545e-04
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 [  2.69730860e-02  -1.61686023e-01  -2.14631594e-01   1.26250964e-01
   -7.69430037e-02   8.27586304e-02  -5.06948774e-03  -2.12257944e-02
   -9.80651145e-02  -1.32490830e-02]
 [ -1.20805575e-01  -1.16671900e-01  -2.01134119e-01   1.57164311e-01
   -5.09749992e-02   1.33512459e-01  -1.20174836e-02  -2.51583303e-01
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 [ -5.22409480e-02  -1.02324212e-01   2.81217972e-01   1.20939568e-01
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    9.63662469e-02   7.59742152e-02]
 [  7.30181175e-02  -3.00263732e-02   8.90011057e-02   8.83980145e-02
   -8.55829423e-02  -1.88678886e-02   1.28358654e-01   1.19074120e-01
   -1.89038796e-02  -4.50250046e-02]
 [  4.15183872e-03  -2.14913999e-01  -2.98224712e-01  -7.07843831e-02
   -4.15814958e-02  -8.85926183e-02   4.39373223e-02   1.60053054e-01
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 [  6.02486480e-02  -7.65340279e-02  -1.09998635e-01   6.97131549e-02
   -2.97721891e-01   3.12333795e-01   2.97891365e-01   2.04647273e-01
   -1.40523656e-01  -3.75579416e-02]
 [  2.15386726e-02   1.37169113e-02   1.29544116e-01   1.40573031e-01
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 [  1.09866522e-01   7.73076698e-02  -4.37565609e-02  -1.02911004e-01
   -1.56178373e-01  -3.29562639e-01   1.37494388e-01   7.58993255e-03
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   -3.71628093e-01   4.42733658e-03   9.36067838e-02  -2.69911906e-02
   -2.12667958e-02   2.35359924e-02]
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   -1.73907876e-01  -3.74448674e-01]
 [ -1.73033175e-02  -5.33155690e-01  -3.25248331e-02  -7.59377238e-02
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    2.84165093e-02  -3.93870321e-01]
 [  1.55042643e-02  -5.87981407e-01  -4.37142656e-02  -1.01849580e-01
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   -3.61503584e-01  -2.15364764e-01]
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   -6.97251456e-02   9.13972221e-02]
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   -8.76867492e-02  -1.30807521e-01]
 [ -2.21678137e-01  -4.07043662e-01   2.46897761e-01  -2.57990190e-01
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   -2.69939212e-01  -3.75453039e-02]
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   -3.26659999e-02  -1.43534157e-01]
 [  7.92103890e-02   2.69358450e-01   1.52473416e-01  -1.31276166e-01
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 [  3.86805775e-01   4.46728460e-01  -6.84292188e-02   3.31021634e-01
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 [  5.87049454e-02   9.43377429e-02   2.58940481e-01   2.56195621e-01
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 [  2.23332796e-02  -1.20666781e-01  -1.21996888e-01  -6.23517078e-02
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 [  1.15026021e-02  -4.84761476e-02  -6.60868769e-02  -4.56529516e-02
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 [  4.16672263e-02   1.39726803e-01   2.47282430e-01   8.63757748e-02
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   -1.77744776e-01   1.21019371e-01]
 [  8.67207928e-02   9.04779609e-02   1.10307533e-01   1.50672190e-02
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   -7.34716546e-03  -7.59523148e-02]
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   -5.36600694e-02   1.74172300e-01   1.81796160e-02   1.17943019e-01
   -1.82186555e-02   1.76486030e-01]
 [  2.28985409e-01   1.14511836e-01   2.92458534e-02   7.64518001e-02
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   -5.42501606e-02  -2.05860898e-02]
 [  5.07995036e-02   7.89005522e-02   1.89357225e-02   4.71090207e-02
   -4.73108723e-01  -1.26387377e-01  -2.63116741e-01   4.10540318e-02
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 [  6.18482216e-02   4.69556277e-01   1.29479417e-01   4.53525927e-01
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 [  1.64924417e-01   4.66378800e-01   6.61265480e-02   4.25255435e-01
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   -6.34704679e-01   9.55986662e-02  -1.70471529e-01   1.58947184e-01
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 [ -8.40641555e-02   2.48548959e-01   2.36904028e-01   2.42605569e-03
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   -4.33849954e-02   3.65662693e-02]
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   -2.88975438e-01  -1.08867398e-01]
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   -2.12822415e-01   2.78891103e-02]
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   -1.69297979e-01  -2.26581877e-01]
 [  1.67011031e-02  -4.08167863e-01  -1.94851305e-01  -1.64772770e-01
   -4.84767560e-01   5.64480121e-03   3.01788420e-01  -1.69715233e-01
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   -6.85876657e-02  -8.74217319e-03]
 [ -2.98827655e-01  -2.71525937e-03   3.17639228e-02   4.04259237e-02
    1.41419461e-01  -2.02751023e-01  -2.53138217e-02   2.37082028e-01
   -3.15421043e-02   1.29767517e-01]
 [  1.71494409e-01  -4.54571278e-02  -2.20195928e-01  -2.10516841e-02
    1.07056407e-01  -3.18808571e-01   5.03986444e-02  -1.63195017e-01
    3.67153416e-02  -1.41349331e-01]
 [  2.48106629e-01  -2.32600757e-01   7.91600776e-02   3.40768903e-02
    9.41024009e-02  -6.14288896e-02   2.15774768e-02  -1.32749525e-01
    1.52334233e-01  -1.19584101e-01]
 [ -8.83843920e-02  -9.32250560e-02   1.26560693e-01   1.25676342e-01
    2.56860483e-02  -1.22623811e-01   2.02493856e-01  -7.85921438e-02
    1.87713054e-01   1.97519890e-02]
 [ -1.15111026e-01  -2.84669834e-01   1.50429834e-01  -4.64379322e-01
   -6.03594408e-01   1.76201105e-01   2.23009946e-01  -1.35650424e-01
   -9.78765092e-02   9.80687532e-02]]
[[ 0.62348789]
 [ 1.92018295]
 [ 0.21196703]
 [ 0.9372748 ]
 [-2.96629491]
 [-0.35970023]
 [-1.92965805]
 [ 0.06867745]
 [ 0.66891566]
 [ 0.85923007]]
Progress: 75.5% ... Training loss: 0.242 ... Validation loss: 0.412[[  2.29496787e-01   5.57688890e-01  -7.85661358e-02   1.74184667e-01
   -1.93540461e-01  -9.74490933e-02  -1.52078049e-01   1.21361542e-01
    1.59990139e-02   3.24338772e-01]
 [  8.41858176e-03   1.04169962e-01  -2.08856942e-02   4.38010084e-02
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    1.43467022e-01  -2.85203675e-02]
 [  2.29270614e-01   5.95085037e-01   1.10225607e-02  -5.62596912e-02
    9.28901335e-01  -3.20512195e-02  -1.13669553e+00  -4.36318623e-02
    8.60366813e-02   3.33763555e-01]
 [  2.69559328e-02  -5.13310099e-01  -1.95930861e-01   2.41691749e-01
   -1.97704550e-01   1.48983967e-01   3.53134922e-01   6.09999842e-02
    1.14640694e-01   3.11339870e-01]
 [ -5.50962809e-02   8.18788753e-03  -1.43866886e-01   5.28314289e-02
   -1.74749790e-01  -1.85814687e-01   1.79833347e-01  -1.14237825e-01
   -1.89733858e-01  -7.42656052e-02]
 [ -4.01124948e-01  -6.79365016e-01  -3.06858544e-01   1.25583518e-01
   -3.88487934e-01   4.12916337e-02   3.99080837e-01  -4.31025384e-02
   -5.14468827e-02  -6.13275419e-02]
 [ -1.76276608e-02  -3.99656403e-01   5.07591260e-03   6.17287974e-02
   -1.93863214e-01  -6.78174326e-02   1.83607569e-01  -1.95565293e-01
    1.89005411e-01   4.41398963e-02]
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   -2.67717382e-01  -4.44985329e-02   9.97200427e-02   1.11607840e-01
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 [ -1.82036639e-01  -2.44134516e-01  -3.01798987e-01  -2.73732195e-02
   -2.01158835e-01   6.78028395e-02  -9.20402847e-03  -3.15209229e-02
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 [  1.30923889e-02  -5.30600084e-01   5.89906618e-02  -1.21349158e-01
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   -3.38867802e-02   2.26075609e-02]
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   -3.38502391e-01  -4.20183983e-03   2.69555040e-01  -1.02141976e-01
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   -1.79869017e-01  -2.19589873e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92274246e-01  -3.35799712e-01   9.16227061e-02   2.01224961e-01
   -1.85829732e-01  -5.98539898e-02   1.10130049e-01  -2.63082138e-01
   -2.92814668e-01  -1.15379023e-01]
 [  7.96237719e-02  -2.58922060e-01  -3.07624436e-02   8.25129344e-02
   -6.39732951e-02  -8.11272766e-02   3.13621690e-01  -4.47095563e-04
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 [  2.64639611e-02  -1.62919105e-01  -2.14791948e-01   1.25458577e-01
   -7.53846111e-02   8.30595518e-02  -4.04074173e-03  -2.12846463e-02
   -9.86387446e-02  -1.39177636e-02]
 [ -1.21457905e-01  -1.17780309e-01  -2.01355822e-01   1.56287843e-01
   -4.92167083e-02   1.33938170e-01  -1.10024297e-02  -2.51660929e-01
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 [ -5.26863818e-02  -1.03127359e-01   2.81022832e-01   1.20169578e-01
    1.15716037e-02  -7.08508235e-02  -9.62056755e-02   1.20954692e-01
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 [  7.30005592e-02  -3.01347478e-02   8.89888121e-02   8.83190258e-02
   -8.56343772e-02  -1.88574547e-02   1.27917664e-01   1.19067753e-01
   -1.89670414e-02  -4.50754027e-02]
 [  5.20236606e-03  -2.12115344e-01  -2.97854479e-01  -6.92739111e-02
   -4.67134017e-02  -8.92215029e-02   4.17300167e-02   1.60174354e-01
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 [  5.92052996e-02  -7.96108618e-02  -1.10306295e-01   6.82528441e-02
   -2.95099410e-01   3.12920241e-01   3.00644391e-01   2.04536901e-01
   -1.41525594e-01  -3.88644851e-02]
 [  2.10042637e-02   1.21976902e-02   1.29361874e-01   1.39826359e-01
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   -2.14690726e-02   2.32729972e-02]
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   -1.74007263e-01  -3.74580888e-01]
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 [  1.55506232e-02  -5.88114587e-01  -4.36936296e-02  -1.01786881e-01
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   -3.61439198e-01  -2.15293478e-01]
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   -6.97481689e-02   9.13669975e-02]
 [ -3.04559070e-01  -5.38300220e-01   5.43058695e-02  -4.71974419e-02
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   -8.82480362e-02  -1.31440735e-01]
 [ -2.21767690e-01  -4.07153887e-01   2.46863425e-01  -2.58142107e-01
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   -2.70046250e-01  -3.76835154e-02]
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   -3.34651283e-02  -1.44550045e-01]
 [  7.91453406e-02   2.69910197e-01   1.52479846e-01  -1.31287326e-01
   -1.52757417e-01   6.47994044e-02  -1.44845010e-01   2.78124879e-01
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 [  3.87176174e-01   4.48039695e-01  -6.82814801e-02   3.31661642e-01
   -9.33109635e-01  -2.98552279e-01  -5.69771286e-01   1.79579521e-01
    4.26978590e-01   2.90779681e-02]
 [  5.85282538e-02   9.38249544e-02   2.58876325e-01   2.55910729e-01
   -3.40512682e-03  -2.02885384e-01  -1.76962966e-01  -1.32307339e-01
   -1.26147429e-01  -2.78107408e-01]
 [  2.16437929e-02  -1.22761499e-01  -1.22241365e-01  -6.34421163e-02
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 [  1.23444657e-02  -4.60810956e-02  -6.57898375e-02  -4.44243740e-02
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 [  4.17991361e-02   1.40085625e-01   2.47312178e-01   8.65823318e-02
   -1.96889242e-01  -1.46194693e-01   2.78474605e-02   3.97065796e-02
   -1.77603194e-01   1.21183973e-01]
 [  8.63214341e-02   8.93130270e-02   1.10137550e-01   1.43724590e-02
   -2.05440372e-01   5.91253795e-02  -2.16689638e-02  -2.71342215e-01
   -7.80413776e-03  -7.65001019e-02]
 [ -2.12198983e-03   1.50194394e-01   8.59968153e-02  -3.55126020e-02
   -5.28093818e-02   1.74325052e-01   1.88785115e-02   1.17905258e-01
   -1.84928666e-02   1.76168253e-01]
 [  2.28405197e-01   1.12561430e-01   2.90271422e-02   7.54944665e-02
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   -5.49376808e-02  -2.14244949e-02]
 [  5.06014699e-02   7.83014042e-02   1.88643291e-02   4.67831787e-02
   -4.72246711e-01  -1.26287226e-01  -2.62631726e-01   4.10316021e-02
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 [  6.13013206e-02   4.68722233e-01   1.29351963e-01   4.53038644e-01
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   -1.31586370e+00  -7.26617683e-02  -3.73893105e-01   1.49789988e-01
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 [  2.12546577e-01   3.00375120e-01   2.36436110e-01   1.13598097e-01
   -6.34866076e-01   9.55788596e-02  -1.70581844e-01   1.58951404e-01
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 [ -8.41040546e-02   2.48638862e-01   2.36896154e-01   2.39354220e-03
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   -4.33966723e-02   3.65222023e-02]
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   -2.88993530e-01  -1.08871468e-01]
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   -2.12621270e-01   2.81969193e-02]
 [  6.79809694e-03  -4.69836466e-01  -1.29522965e-01  -1.67558746e-01
    3.67590066e-01   2.57701390e-02   2.12163456e-01   1.51649786e-01
   -1.69290281e-01  -2.26541931e-01]
 [  1.62365094e-02  -4.08381126e-01  -1.94992528e-01  -1.65502184e-01
   -4.84622455e-01   5.93509864e-03   3.02362607e-01  -1.69776738e-01
    2.42988704e-02  -3.02267593e-01]
 [ -8.41352131e-02  -4.27601067e-02   2.78659590e-01   5.46909598e-02
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   -6.85415528e-02  -8.64486489e-03]
 [ -2.99296756e-01  -4.03842474e-03   3.16023933e-02   3.97178110e-02
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   -3.20690815e-02   1.29133178e-01]
 [  1.70833240e-01  -4.77556834e-02  -2.20401617e-01  -2.19912985e-02
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    3.61143154e-02  -1.42143162e-01]
 [  2.47530015e-01  -2.34049242e-01   7.89535748e-02   3.32159888e-02
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    1.51721094e-01  -1.20415860e-01]
 [ -8.93006177e-02  -9.52541490e-02   1.26237644e-01   1.24432910e-01
    2.83652303e-02  -1.22021577e-01   2.04155539e-01  -7.87027885e-02
    1.86761581e-01   1.85693290e-02]
 [ -1.15184148e-01  -2.83879435e-01   1.50416933e-01  -4.64731411e-01
   -6.05657939e-01   1.76224852e-01   2.22759092e-01  -1.35660506e-01
   -9.79138440e-02   9.79464180e-02]]
[[ 0.61378164]
 [ 1.91615815]
 [ 0.20404335]
 [ 0.92306153]
 [-2.97116244]
 [-0.36992422]
 [-1.94741554]
 [ 0.05925616]
 [ 0.6583745 ]
 [ 0.84741656]]
Progress: 75.5% ... Training loss: 0.240 ... Validation loss: 0.411[[  2.28208771e-01   5.53206502e-01  -7.90702935e-02   1.71794764e-01
   -1.87788802e-01  -9.65519430e-02  -1.48933018e-01   1.21214154e-01
    1.45146040e-02   3.22223912e-01]
 [  8.24798680e-03   1.03725836e-01  -2.09350403e-02   4.35493705e-02
    6.81855357e-02  -5.22972866e-03   3.51846816e-01   4.00427683e-02
    1.43336702e-01  -2.86809048e-02]
 [  2.28435819e-01   5.90863335e-01   1.05735390e-02  -5.82136247e-02
    9.34964386e-01  -3.13696053e-02  -1.13592430e+00  -4.37681391e-02
    8.48255801e-02   3.32078611e-01]
 [  2.83270660e-02  -5.07967083e-01  -1.95401509e-01   2.44162054e-01
   -2.02401324e-01   1.48390022e-01   3.49576337e-01   6.11158432e-02
    1.16352588e-01   3.12737921e-01]
 [ -5.45188418e-02   8.59817072e-03  -1.43652910e-01   5.37709126e-02
   -1.77892187e-01  -1.86469877e-01   1.79452047e-01  -1.14128527e-01
   -1.89026354e-01  -7.29227207e-02]
 [ -4.01886308e-01  -6.81198546e-01  -3.07097386e-01   1.24402138e-01
   -3.87929354e-01   4.16768438e-02   4.01243619e-01  -4.31678718e-02
   -5.22152988e-02  -6.21321273e-02]
 [ -1.85331963e-02  -4.02701761e-01   4.77879266e-03   6.03756329e-02
   -1.91130882e-01  -6.72971625e-02   1.86691017e-01  -1.95646923e-01
    1.88143931e-01   4.30191977e-02]
 [  1.00294292e-01  -4.53207351e-01   2.39563896e-02  -9.72606459e-02
   -2.65678779e-01  -4.39943839e-02   1.00724538e-01   1.11517394e-01
    6.91096947e-02  -2.43268876e-02]
 [ -1.82856706e-01  -2.45700709e-01  -3.02068304e-01  -2.85989985e-02
   -1.98196880e-01   6.82872642e-02  -7.01050772e-03  -3.16006456e-02
    2.76830733e-01  -1.36987762e-01]
 [  1.08163922e-02  -5.36457229e-01   5.81916820e-02  -1.25017468e-01
   -5.06540250e-01  -9.51005179e-02   1.83916829e-01  -1.22955097e-01
   -3.63326017e-02   1.93313068e-02]
 [ -6.85038231e-02  -2.61156709e-01   1.12199592e-02  -1.12999256e-01
   -3.36415646e-01  -3.55495884e-03   2.73392331e-01  -1.02249610e-01
    1.70210988e-02  -8.13436270e-02]
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   -1.79518866e-01  -2.19151626e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
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 [ -8.91468924e-02  -9.52236039e-02   1.26278390e-01   1.24664532e-01
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 [ -1.15096436e-01  -2.83494471e-01   1.50452267e-01  -4.64595761e-01
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   -9.77929650e-02   9.81366138e-02]]
[[ 0.60034283]
 [ 1.90561408]
 [ 0.19451948]
 [ 0.91210113]
 [-2.97508678]
 [-0.37881717]
 [-1.95669371]
 [ 0.04813834]
 [ 0.64425755]
 [ 0.83564581]]
Progress: 75.5% ... Training loss: 0.247 ... Validation loss: 0.422[[  2.30401910e-01   5.59102241e-01  -7.83598337e-02   1.75108285e-01
   -1.92885418e-01  -9.79012942e-02  -1.53769034e-01   1.21392508e-01
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 [  8.21618610e-03   1.03612425e-01  -2.09449660e-02   4.35114164e-02
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 [  2.25613299e-01   5.84932898e-01   9.70447561e-03  -6.23037491e-02
    9.36905870e-01  -2.96016162e-02  -1.13139814e+00  -4.39918078e-02
    8.17622846e-02   3.28747875e-01]
 [  2.71122766e-02  -5.12212732e-01  -1.95848187e-01   2.42364259e-01
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   -5.02354238e-02  -5.97018837e-02]
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   -1.78637884e-01  -2.18022778e-01]
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   -1.73685225e-01  -3.74241554e-01]
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 [  1.60718485e-02  -5.87644706e-01  -4.35242330e-02  -1.00959715e-01
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   -8.81595248e-02  -1.31307916e-01]
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   -2.05729100e-01   5.91109693e-02  -2.17760023e-02  -2.71340758e-01
   -7.82639655e-03  -7.64884428e-02]
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   -1.86687567e-02   1.75924574e-01]
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   -5.49315832e-02  -2.13788522e-02]
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 [  1.49833772e-02  -4.12894529e-01  -1.95524355e-01  -1.67934166e-01
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   -6.84134905e-02  -8.56822501e-03]
 [ -2.98532761e-01  -2.02709638e-03   3.18347622e-02   4.08313975e-02
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 [  1.71789438e-01  -4.55644668e-02  -2.20107478e-01  -2.05250939e-02
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    3.72015185e-02  -1.40810049e-01]
 [  2.49009060e-01  -2.30098260e-01   7.95154077e-02   3.58409943e-02
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    1.53422525e-01  -1.18006998e-01]
 [ -8.87045003e-02  -9.44529833e-02   1.26426040e-01   1.25289923e-01
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    1.87394609e-01   1.94456406e-02]
 [ -1.15222278e-01  -2.84243909e-01   1.50403900e-01  -4.64883903e-01
   -6.05431765e-01   1.76236072e-01   2.23323839e-01  -1.35665396e-01
   -9.79870657e-02   9.82892677e-02]]
[[ 0.61952046]
 [ 1.91682829]
 [ 0.21300413]
 [ 0.93352967]
 [-2.96530079]
 [-0.36193348]
 [-1.92976765]
 [ 0.06581979]
 [ 0.66607738]
 [ 0.85290077]]
Progress: 75.6% ... Training loss: 0.240 ... Validation loss: 0.413[[  2.32203961e-01   5.64051056e-01  -7.77624475e-02   1.77477434e-01
   -1.95381256e-01  -9.88550543e-02  -1.58844124e-01   1.21589691e-01
    1.85111011e-02   3.28335626e-01]
 [  8.33612488e-03   1.03969935e-01  -2.09040117e-02   4.36990972e-02
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    1.43411510e-01  -2.85344718e-02]
 [  2.23723042e-01   5.77279963e-01   8.96707914e-03  -6.53417734e-02
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    7.98620500e-02   3.26211267e-01]
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   -2.09847535e-01   1.48312509e-01   3.47125749e-01   6.11516538e-02
    1.16297562e-01   3.12500665e-01]
 [ -5.45445366e-02   9.80670532e-03  -1.43657991e-01   5.34218567e-02
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   -1.89130135e-01  -7.24717321e-02]
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   -4.98134145e-02  -5.89499709e-02]
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   -2.66257413e-01  -4.35351915e-02   1.02359059e-01   1.11422290e-01
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   -1.79183081e-01  -2.18613728e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -9.94841116e-02  -1.45933222e-02]
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 [  7.45354286e-02  -2.71031316e-02   8.94772741e-02   9.05754304e-02
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   -1.73040155e-02  -4.29348037e-02]
 [  4.24406953e-03  -2.15485509e-01  -2.98229854e-01  -7.09681252e-02
   -4.28746272e-02  -8.85211410e-02   4.38064793e-02   1.60073567e-01
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   -1.73858371e-01  -3.74482630e-01]
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 [  1.61693043e-02  -5.87493578e-01  -4.34909123e-02  -1.00811529e-01
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   -8.81268441e-02  -1.31251138e-01]
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   -2.69802750e-01  -3.74143397e-02]
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 [  3.88437483e-01   4.51012116e-01  -6.79820853e-02   3.32723174e-01
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 [  5.88921116e-02   9.44255059e-02   2.59004182e-01   2.56482571e-01
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 [  8.63230847e-02   8.88554313e-02   1.10143302e-01   1.43702983e-02
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   -1.83836575e-02   1.76459337e-01]
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   -5.57416606e-02  -2.23683877e-02]
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   -1.69018176e-01  -2.26199888e-01]
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   -6.64486007e-02  -6.24317403e-03]
 [ -2.98119851e-01  -1.29312589e-03   3.19801481e-02   4.14002194e-02
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   -3.09368470e-02   1.30563704e-01]
 [  1.72304036e-01  -4.41657990e-02  -2.19955601e-01  -1.98683814e-02
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    3.77496231e-02  -1.40102269e-01]
 [  2.48360281e-01  -2.32069973e-01   7.92855490e-02   3.46712858e-02
    9.18343814e-02  -6.19076093e-02   1.98034009e-02  -1.32738202e-01
    1.52609112e-01  -1.18610551e-01]
 [ -8.96662890e-02  -9.73259596e-02   1.26081923e-01   1.23775083e-01
    3.12384071e-02  -1.21804507e-01   2.05738194e-01  -7.87607696e-02
    1.86317713e-01   1.81739763e-02]
 [ -1.15476014e-01  -2.84318715e-01   1.50310927e-01  -4.65349057e-01
   -6.04675467e-01   1.76404972e-01   2.22930311e-01  -1.35700035e-01
   -9.83571008e-02   9.80312803e-02]]
[[ 0.61711666]
 [ 1.91475504]
 [ 0.21081981]
 [ 0.93442263]
 [-2.96957892]
 [-0.3649491 ]
 [-1.92807798]
 [ 0.06353196]
 [ 0.66406485]
 [ 0.85148038]]
Progress: 75.7% ... Training loss: 0.239 ... Validation loss: 0.414[[  2.33847708e-01   5.69173854e-01  -7.71476811e-02   1.80033893e-01
   -2.01696184e-01  -9.96865262e-02  -1.62304290e-01   1.21750548e-01
    2.02890814e-02   3.30394422e-01]
 [  8.64190056e-03   1.04968788e-01  -2.07956027e-02   4.40921365e-02
    6.68660396e-02  -5.48340519e-03   3.50738258e-01   4.00854822e-02
    1.43684767e-01  -2.81222751e-02]
 [  2.26493129e-01   5.85240407e-01   1.00022164e-02  -6.07521046e-02
    9.28425706e-01  -2.99685070e-02  -1.13100235e+00  -4.39157976e-02
    8.30322543e-02   3.30288896e-01]
 [  2.32251350e-02  -5.18256679e-01  -1.97033342e-01   2.36484463e-01
   -1.93646530e-01   1.51047632e-01   3.56915141e-01   6.06252217e-02
    1.10824618e-01   3.05480615e-01]
 [ -5.46383242e-02   9.03848220e-03  -1.43698435e-01   5.32780444e-02
   -1.73760334e-01  -1.85771974e-01   1.80166446e-01  -1.14132647e-01
   -1.89218587e-01  -7.27139762e-02]
 [ -3.99781074e-01  -6.76793413e-01  -3.06470425e-01   1.27233077e-01
   -3.91265887e-01   4.05681394e-02   3.97453031e-01  -4.30000250e-02
   -5.00863467e-02  -5.93614471e-02]
 [ -1.54787731e-02  -3.95826593e-01   5.84061059e-03   6.47538237e-02
   -2.00925515e-01  -6.91204859e-02   1.77951030e-01  -1.95371822e-01
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 [  1.01213973e-01  -4.50917084e-01   2.42588998e-02  -9.56917485e-02
   -2.75030451e-01  -4.45366698e-02   9.81784615e-02   1.11598932e-01
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 [ -1.81024777e-01  -2.41677834e-01  -3.01480335e-01  -2.59584403e-02
   -2.02768283e-01   6.72212400e-02  -1.12106912e-02  -3.14597927e-02
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 [  1.90739231e-02  -5.16704125e-01   6.08381069e-02  -1.13015457e-01
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   -2.75823222e-02   3.06284615e-02]
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   -3.36885192e-01  -3.38755762e-03   2.73200741e-01  -1.02301082e-01
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   -1.79400434e-01  -2.18879496e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.91362884e-01  -3.33285961e-01   9.19557029e-02   2.02679368e-01
   -1.88004167e-01  -6.04380353e-02   1.07750923e-01  -2.62987489e-01
   -2.91843800e-01  -1.14077416e-01]
 [  8.05886744e-02  -2.56261842e-01  -3.04545203e-02   8.38423511e-02
   -6.54266400e-02  -8.16048894e-02   3.11684000e-01  -3.58663991e-04
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 [  2.53746441e-02  -1.67410631e-01  -2.15205966e-01   1.23526433e-01
   -7.14265081e-02   8.36728318e-02   6.34822297e-04  -2.13891136e-02
   -9.97984651e-02  -1.50139092e-02]
 [ -1.19808025e-01  -1.13675260e-01  -2.00771016e-01   1.58533302e-01
   -5.30578869e-02   1.32928553e-01  -1.65940924e-02  -2.51504537e-01
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 [ -5.29130155e-02  -1.03930271e-01   2.80965733e-01   1.19794403e-01
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 [  7.49900819e-02  -2.62505710e-02   8.96083304e-02   9.12698083e-02
   -9.57461313e-02  -1.99486626e-02   1.23580565e-01   1.19232835e-01
   -1.68528765e-02  -4.23540715e-02]
 [  4.94653181e-03  -2.13443555e-01  -2.97956943e-01  -6.97674679e-02
   -4.68825695e-02  -8.89607868e-02   4.19805381e-02   1.60156701e-01
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 [  5.90001710e-02  -8.04834775e-02  -1.10436629e-01   6.79042277e-02
   -2.97300693e-01   3.13080375e-01   3.01686471e-01   2.04496448e-01
   -1.41818205e-01  -3.90961821e-02]
 [  2.10622542e-02   1.23783232e-02   1.29373063e-01   1.39894754e-01
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   -1.73812972e-01  -3.74456026e-01]
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    2.91192253e-02  -3.93005330e-01]
 [  1.61410484e-02  -5.87631713e-01  -4.35070647e-02  -1.00881128e-01
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   -3.60791584e-01  -2.14463429e-01]
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   -6.97023754e-02   9.14526502e-02]
 [ -3.04527776e-01  -5.38227223e-01   5.43140876e-02  -4.71677737e-02
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   -8.82383967e-02  -1.31397175e-01]
 [ -2.21377499e-01  -4.06553738e-01   2.46977478e-01  -2.57573031e-01
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   -2.69666686e-01  -3.72277705e-02]
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   -3.32811800e-02  -1.44230151e-01]
 [  7.75922646e-02   2.67017450e-01   1.51987211e-01  -1.33489066e-01
   -1.48892676e-01   6.57046593e-02  -1.40751487e-01   2.77971836e-01
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 [  3.89131886e-01   4.52813594e-01  -6.77481699e-02   3.33698154e-01
   -9.32776827e-01  -2.99444109e-01  -5.75186122e-01   1.79740648e-01
    4.28771311e-01   3.13235936e-02]
 [  5.90019909e-02   9.47023463e-02   2.59054335e-01   2.56613733e-01
   -4.40254657e-03  -2.03213729e-01  -1.77720682e-01  -1.32264399e-01
   -1.25600642e-01  -2.77410918e-01]
 [  2.18189739e-02  -1.23246692e-01  -1.22191118e-01  -6.32484455e-02
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 [  1.23636776e-02  -4.63843805e-02  -6.57779845e-02  -4.44426608e-02
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    4.27953222e-02   9.93624159e-03]
 [  4.19951674e-02   1.40694579e-01   2.47388909e-01   8.68399991e-02
   -1.97406717e-01  -1.46311027e-01   2.75139178e-02   3.97273922e-02
   -1.77340968e-01   1.21476673e-01]
 [  8.66651475e-02   8.97426277e-02   1.10258102e-01   1.48632941e-02
   -2.05578828e-01   5.88739675e-02  -2.21154418e-02  -2.71300490e-01
   -7.41022327e-03  -7.60906750e-02]
 [ -1.90231031e-03   1.51174493e-01   8.60912321e-02  -3.52528854e-02
   -5.25293334e-02   1.74146282e-01   1.83991567e-02   1.17929769e-01
   -1.82437584e-02   1.76535621e-01]
 [  2.27467516e-01   1.09248164e-01   2.86659541e-02   7.38498072e-02
    6.92680113e-03  -2.83147840e-02  -2.48935711e-01   1.47817861e-01
   -5.61237970e-02  -2.28620474e-02]
 [  5.10837471e-02   7.96070524e-02   1.90310107e-02   4.75136296e-02
   -4.72459333e-01  -1.26609892e-01  -2.64975691e-01   4.10753792e-02
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 [  6.33008089e-02   4.72966742e-01   1.29943173e-01   4.55898503e-01
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 [  2.12256198e-01   3.01622486e-01   2.36407188e-01   1.13517834e-01
   -6.40431407e-01   9.57175823e-02  -1.70603308e-01   1.58936313e-01
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 [ -8.33731491e-02   2.50972940e-01   2.37131382e-01   3.54707931e-03
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   -4.25712076e-02   3.74901199e-02]
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   -2.89073958e-01  -1.08904284e-01]
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   -2.12827009e-01   2.79271953e-02]
 [  7.03474064e-03  -4.69774877e-01  -1.29445594e-01  -1.67188798e-01
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   -1.69041740e-01  -2.26227417e-01]
 [  1.31075284e-02  -4.16967016e-01  -1.96174346e-01  -1.70986455e-01
   -4.77567492e-01   8.05247999e-03   3.09468930e-01  -1.70157563e-01
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 [ -8.08709267e-02  -3.58160969e-02   2.79791032e-01   5.96980881e-02
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   -6.48629134e-02  -4.19435778e-03]
 [ -2.98071149e-01  -1.11540327e-03   3.19702340e-02   4.14186669e-02
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   -3.09530250e-02   1.30420756e-01]
 [  1.72170073e-01  -4.48246930e-02  -2.19984165e-01  -2.00076957e-02
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    3.76416619e-02  -1.40251503e-01]
 [  2.49256620e-01  -2.30141352e-01   7.95965778e-02   3.61032089e-02
    8.96469250e-02  -6.24569688e-02   1.82334874e-02  -1.32640185e-01
    1.53569493e-01  -1.17441246e-01]
 [ -8.86991444e-02  -9.52134041e-02   1.26413284e-01   1.25185972e-01
    2.78137628e-02  -1.22305104e-01   2.03432081e-01  -7.86602957e-02
    1.87216945e-01   1.94185508e-02]
 [ -1.15379046e-01  -2.83688370e-01   1.50337402e-01  -4.65247022e-01
   -6.06184147e-01   1.76353225e-01   2.22404130e-01  -1.35696882e-01
   -9.82720875e-02   9.80674896e-02]]
[[ 0.62899774]
 [ 1.92909398]
 [ 0.2226751 ]
 [ 0.94268513]
 [-2.96361555]
 [-0.35955834]
 [-1.92677882]
 [ 0.07106316]
 [ 0.67520586]
 [ 0.86170214]]
Progress: 75.7% ... Training loss: 0.248 ... Validation loss: 0.416[[  2.31870957e-01   5.64603304e-01  -7.78566610e-02   1.76849468e-01
   -1.93523634e-01  -9.85580571e-02  -1.57886317e-01   1.21528779e-01
    1.81490393e-02   3.27694970e-01]
 [  8.63045592e-03   1.04976756e-01  -2.07970599e-02   4.40900207e-02
    6.69642538e-02  -5.47386508e-03   3.50763564e-01   4.00846451e-02
    1.43670243e-01  -2.81401488e-02]
 [  2.25805492e-01   5.78973264e-01   9.71996816e-03  -6.17413451e-02
    9.39346677e-01  -2.95886842e-02  -1.12740016e+00  -4.39952943e-02
    8.21778224e-02   3.29015873e-01]
 [  2.44470342e-02  -5.12984930e-01  -1.96565061e-01   2.38208806e-01
   -1.97438554e-01   1.50520565e-01   3.55111646e-01   6.07631659e-02
    1.12395617e-01   3.07545360e-01]
 [ -5.72643090e-02   2.01056685e-03  -1.44598004e-01   4.93510730e-02
   -1.63999541e-01  -1.84365394e-01   1.85999760e-01  -1.14401540e-01
   -1.92164396e-01  -7.66567440e-02]
 [ -4.00928202e-01  -6.79662819e-01  -3.06926698e-01   1.25306781e-01
   -3.88879933e-01   4.12579979e-02   3.99392769e-01  -4.31443457e-02
   -5.14696657e-02  -6.10830048e-02]
 [ -1.66366745e-02  -3.97417996e-01   5.47382061e-03   6.29737361e-02
   -1.96983172e-01  -6.85306648e-02   1.78945394e-01  -1.95485475e-01
    1.90039828e-01   4.58205494e-02]
 [  9.85919238e-02  -4.59479565e-01   2.32700324e-02  -9.96950139e-02
   -2.64447851e-01  -4.29746513e-02   1.05291211e-01   1.11284984e-01
    6.73236506e-02  -2.62457818e-02]
 [ -1.81726741e-01  -2.42479295e-01  -3.01703080e-01  -2.70193863e-02
   -2.03025865e-01   6.76100325e-02  -1.01557629e-02  -3.15404954e-02
    2.78032369e-01  -1.35685313e-01]
 [  1.51474530e-02  -5.26803265e-01   5.93933435e-02  -1.19205184e-01
   -5.18892674e-01  -9.74439299e-02   1.72411750e-01  -1.22686353e-01
   -3.19643492e-02   2.50357169e-02]
 [ -6.98877844e-02  -2.65138078e-01   1.08041425e-02  -1.15283187e-01
   -3.33917471e-01  -2.86621863e-03   2.75521052e-01  -1.02407678e-01
    1.53989778e-02  -8.30316240e-02]
 [ -1.47744853e-01  -3.85864579e-01  -7.55407468e-02   1.91577596e-02
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   -1.80207875e-01  -2.19934010e-01]
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   -9.97138759e-02   9.63747159e-02]]
[[ 0.61026557]
 [ 1.9163321 ]
 [ 0.20355659]
 [ 0.92410783]
 [-2.97595509]
 [-0.37553021]
 [-1.94947038]
 [ 0.05368871]
 [ 0.65541872]
 [ 0.8427487 ]]
Progress: 75.8% ... Training loss: 0.240 ... Validation loss: 0.412[[  2.30175173e-01   5.59921896e-01  -7.84724658e-02   1.73809674e-01
   -1.85715111e-01  -9.74698683e-02  -1.53696413e-01   1.21360972e-01
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 [  8.89936100e-03   1.05836207e-01  -2.06984811e-02   4.45358957e-02
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 [  2.22854939e-01   5.71589476e-01   8.60032669e-03  -6.71219138e-02
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    7.84753704e-02   3.24590213e-01]
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   -1.79550445e-01  -2.19112141e-01]
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   -1.73081984e-02  -4.30289740e-02]
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   -3.60746615e-01  -2.14404593e-01]
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 [  5.86392390e-02   9.36227679e-02   2.58919486e-01   2.56013624e-01
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   -2.03648326e-01   5.92436322e-02  -2.07952950e-02  -2.71363574e-01
   -8.08544229e-03  -7.69819807e-02]
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   -1.79127226e-02   1.76979859e-01]
 [  2.26990581e-01   1.08086395e-01   2.85014722e-02   7.30952584e-02
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   -5.66693342e-02  -2.35453692e-02]
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 [  2.11560069e-01   2.99457806e-01   2.36156104e-01   1.12506869e-01
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 [  1.02416285e-02  -4.24933341e-01  -1.97224878e-01  -1.75771515e-01
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 [ -8.06927125e-02  -3.58607882e-02   2.79866667e-01   5.99551773e-02
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   -6.47157141e-02  -4.04081462e-03]
 [ -2.98558808e-01  -2.73762237e-03   3.18055191e-02   4.06448024e-02
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   -3.15704328e-02   1.29503090e-01]
 [  1.70994957e-01  -4.88310082e-02  -2.20397598e-01  -2.17144515e-02
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    3.64009866e-02  -1.41835042e-01]
 [  2.49264665e-01  -2.30541701e-01   7.96196709e-02   3.61046605e-02
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    1.53579181e-01  -1.17389951e-01]
 [ -8.90900375e-02  -9.59397305e-02   1.26271337e-01   1.24580898e-01
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    1.86600550e-01   1.88377946e-02]
 [ -1.16623820e-01  -2.86653213e-01   1.49879812e-01  -4.67136651e-01
   -6.01981685e-01   1.77066395e-01   2.25578038e-01  -1.35847934e-01
   -9.96029148e-02   9.66047956e-02]]
[[ 0.60551073]
 [ 1.91054292]
 [ 0.20222401]
 [ 0.92353247]
 [-2.97679213]
 [-0.37291989]
 [-1.94413389]
 [ 0.05340281]
 [ 0.65496883]
 [ 0.84036861]]
Progress: 75.8% ... Training loss: 0.241 ... Validation loss: 0.417[[  2.30552871e-01   5.60987755e-01  -7.83186247e-02   1.74191443e-01
   -1.87778452e-01  -9.76585351e-02  -1.54006138e-01   1.21403239e-01
    1.65432129e-02   3.25975228e-01]
 [  8.94262036e-03   1.05819410e-01  -2.06842256e-02   4.46050305e-02
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    1.44027923e-01  -2.77129631e-02]
 [  2.23681761e-01   5.74755533e-01   8.88210868e-03  -6.59965545e-02
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    7.95797370e-02   3.26268001e-01]
 [  2.66542719e-02  -5.09999402e-01  -1.95940346e-01   2.41476776e-01
   -2.07787731e-01   1.49558836e-01   3.50165997e-01   6.09150456e-02
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 [ -6.29922775e-02  -1.35515324e-02  -1.46516677e-01   4.07106271e-02
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   -1.98610584e-01  -8.43350802e-02]
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   -5.02575752e-02  -5.97300010e-02]
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   -2.10657708e-01   6.67380031e-02  -1.38171585e-02  -3.14025710e-02
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   -1.78712314e-01  -2.18088069e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90401172e-01  -3.31469535e-01   9.23222785e-02   2.04194113e-01
   -1.89921039e-01  -6.10931618e-02   1.06236284e-01  -2.62897236e-01
   -2.90783009e-01  -1.12845682e-01]
 [  7.92324742e-02  -2.60091269e-01  -3.09220870e-02   8.18100935e-02
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 [  2.66041874e-02  -1.64466345e-01  -2.14772389e-01   1.25368048e-01
   -7.49432539e-02   8.28868488e-02  -2.51249549e-03  -2.12626389e-02
   -9.84270791e-02  -1.33122586e-02]
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   -1.59942331e-02  -4.13634487e-02]
 [  5.58106388e-03  -2.12224232e-01  -2.97744452e-01  -6.87768345e-02
   -5.15860592e-02  -8.93637544e-02   4.02410165e-02   1.60211350e-01
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   -1.42513106e-01  -3.99983915e-02]
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   -1.74003748e-01  -3.74651828e-01]
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 [  1.65362083e-02  -5.87976465e-01  -4.33635195e-02  -1.00216918e-01
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   -3.60344861e-01  -2.13934402e-01]
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   -7.01135667e-02   9.09683906e-02]
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   -8.79803426e-02  -1.30973391e-01]
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   -2.70153911e-01  -3.78120501e-02]
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 [  3.88576982e-01   4.50596145e-01  -6.79679835e-02   3.32098153e-01
   -9.32133159e-01  -2.98898447e-01  -5.72525047e-01   1.79665548e-01
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 [  5.91175586e-02   9.47468225e-02   2.59087159e-01   2.56699591e-01
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   -1.77477609e-01   1.21258680e-01]
 [  8.60947943e-02   8.85288409e-02   1.10072645e-01   1.39357732e-02
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   -8.00898436e-03  -7.68845248e-02]
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   -5.62895015e-02  -2.30456740e-02]
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   -2.12771047e-01   2.80146034e-02]
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   -1.69106008e-01  -2.26312627e-01]
 [  1.00993730e-02  -4.25923981e-01  -1.97309509e-01  -1.76062919e-01
   -4.74759930e-01   9.96823925e-03   3.16700377e-01  -1.70490756e-01
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   -6.36317198e-02  -2.62006076e-03]
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    1.53966795e-01  -1.16965928e-01]
 [ -8.90201407e-02  -9.61443760e-02   1.26282894e-01   1.24452155e-01
    2.86915500e-02  -1.22186681e-01   2.03975049e-01  -7.87104620e-02
    1.86615528e-01   1.88686625e-02]
 [ -1.16949486e-01  -2.87733881e-01   1.49763361e-01  -4.67890717e-01
   -6.03516933e-01   1.77276154e-01   2.26471099e-01  -1.35877693e-01
   -9.98916773e-02   9.63694166e-02]]
[[ 0.61455202]
 [ 1.9178237 ]
 [ 0.21159234]
 [ 0.93289622]
 [-2.96656419]
 [-0.36385345]
 [-1.93421866]
 [ 0.06281408]
 [ 0.66374766]
 [ 0.84831994]]
Progress: 75.8% ... Training loss: 0.239 ... Validation loss: 0.417[[  2.33326229e-01   5.68810606e-01  -7.73711864e-02   1.77691258e-01
   -1.93129549e-01  -9.92335569e-02  -1.60890747e-01   1.21662788e-01
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 [  2.24032236e-01   5.76360199e-01   9.00760235e-03  -6.54017228e-02
    9.33701597e-01  -2.82620505e-02  -1.12453407e+00  -4.41775564e-02
    8.02151380e-02   3.26860003e-01]
 [  2.46797089e-02  -5.17100024e-01  -1.96687746e-01   2.38167257e-01
   -1.98669630e-01   1.50753318e-01   3.56253139e-01   6.07229719e-02
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 [ -5.89789148e-02  -2.31944862e-03  -1.45121201e-01   4.68414139e-02
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   -1.94275166e-01  -7.89833630e-02]
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   -4.96583270e-02  -5.88916326e-02]
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   -1.77621825e-01  -2.16730559e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.90848868e-01  -1.12947983e-01]
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 [  2.54602204e-02  -1.67218549e-01  -2.15171324e-01   1.23609513e-01
   -7.10814045e-02   8.35483488e-02  -1.89424863e-04  -2.13790961e-02
   -9.96636666e-02  -1.48408773e-02]
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   -1.53670903e-02  -4.05427060e-02]
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   -5.45784542e-02  -8.98225470e-02   3.87505756e-02   1.60293726e-01
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   -3.60227143e-01  -2.13746874e-01]
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   -7.01378102e-02   9.09560188e-02]
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   -8.77384676e-02  -1.30678565e-01]
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 [  5.90428051e-02   9.46473270e-02   2.59061453e-01   2.56610831e-01
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 [  4.17288215e-02   1.40375021e-01   2.47290376e-01   8.63440594e-02
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   -1.77670799e-01   1.21015665e-01]
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   -7.26961870e-03  -7.59575130e-02]
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   -4.96107634e-02   1.74519837e-01   1.92767552e-02   1.17876492e-01
   -1.89591954e-02   1.75675864e-01]
 [  2.27871495e-01   1.10573973e-01   2.87972383e-02   7.43668187e-02
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   -5.57881252e-02  -2.23557576e-02]
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   -2.12675417e-01   2.81434731e-02]
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   -1.69064478e-01  -2.26256789e-01]
 [  9.12912172e-03  -4.27187000e-01  -1.97618378e-01  -1.77473465e-01
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   -6.20520744e-02  -6.14010011e-04]
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   -3.01767206e-02   1.31425493e-01]
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 [ -8.84487076e-02  -9.46832071e-02   1.26483103e-01   1.25208411e-01
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    1.87091944e-01   1.95068740e-02]
 [ -1.15734117e-01  -2.83855478e-01   1.50191039e-01  -4.66218214e-01
   -6.09035624e-01   1.76573972e-01   2.22953838e-01  -1.35769215e-01
   -9.85178938e-02   9.82109305e-02]]
[[ 0.62352897]
 [ 1.92746216]
 [ 0.21871404]
 [ 0.94227449]
 [-2.96458509]
 [-0.35932784]
 [-1.92691585]
 [ 0.06880636]
 [ 0.67158125]
 [ 0.85598727]]
Progress: 75.9% ... Training loss: 0.242 ... Validation loss: 0.417[[  2.33093791e-01   5.68621932e-01  -7.74527684e-02   1.77047084e-01
   -1.87078414e-01  -9.90441149e-02  -1.59994158e-01   1.21624830e-01
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 [  9.61836793e-03   1.07554265e-01  -2.04399861e-02   4.56532357e-02
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 [  2.22529855e-01   5.70039324e-01   8.40820498e-03  -6.81789167e-02
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    7.81845789e-02   3.24003680e-01]
 [  2.65448401e-02  -5.10190025e-01  -1.95919085e-01   2.41591737e-01
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    1.14711561e-01   3.10675188e-01]
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   -1.91938290e-01  -7.59451030e-02]
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   -4.95339950e-02  -5.87147019e-02]
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   -2.72226574e-01  -4.34340290e-02   1.03438128e-01   1.11345833e-01
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   -2.11063683e-01   6.67589764e-02  -1.35397386e-02  -3.13951106e-02
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   -5.19402861e-01  -9.75306810e-02   1.72550759e-01  -1.22649402e-01
   -3.19794391e-02   2.55041577e-02]
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[[ 0.62250532]
 [ 1.92462969]
 [ 0.2166902 ]
 [ 0.9455158 ]
 [-2.97014566]
 [-0.35997397]
 [-1.92470708]
 [ 0.06814182]
 [ 0.67244753]
 [ 0.8551869 ]]
Progress: 76.0% ... Training loss: 0.241 ... Validation loss: 0.417[[  2.33317776e-01   5.69410744e-01  -7.72881798e-02   1.77506822e-01
   -1.85606114e-01  -9.92780348e-02  -1.59057583e-01   1.21687834e-01
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   -1.78464002e-01  -2.17797230e-01]
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   -1.74080421e-01  -3.74734756e-01]
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   -3.60010198e-01  -2.13483260e-01]
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   -7.98807829e-03  -7.68684765e-02]
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   -1.91285051e-02   1.75531489e-01]
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   -5.66301316e-02  -2.34290080e-02]
 [  5.15552540e-02   8.04812325e-02   1.91688929e-02   4.81517758e-02
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   -6.14001282e-02  -6.09147948e-05]
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 [  1.71523593e-01  -4.70871297e-02  -2.20088225e-01  -2.04671629e-02
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 [  2.49647317e-01  -2.31893831e-01   7.96785618e-02   3.61035923e-02
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    1.53771350e-01  -1.17208673e-01]
 [ -8.91923842e-02  -9.67154649e-02   1.26198492e-01   1.24031612e-01
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    1.86187520e-01   1.83378680e-02]
 [ -1.17586553e-01  -2.87722776e-01   1.49603146e-01  -4.69196895e-01
   -6.06010301e-01   1.77608865e-01   2.27078125e-01  -1.35986570e-01
   -1.00447807e-01   9.59496118e-02]]
[[ 0.6166623 ]
 [ 1.92189693]
 [ 0.20870697]
 [ 0.93874274]
 [-2.9769825 ]
 [-0.36872646]
 [-1.93868995]
 [ 0.06108509]
 [ 0.66559147]
 [ 0.84833237]]
Progress: 76.0% ... Training loss: 0.238 ... Validation loss: 0.413[[  2.34996424e-01   5.72807793e-01  -7.67085541e-02   1.79840205e-01
   -1.87185946e-01  -1.00246843e-01  -1.62344239e-01   1.21856845e-01
    2.11309761e-02   3.32140528e-01]
 [  1.01117649e-02   1.08412684e-01  -2.02881436e-02   4.64115661e-02
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    1.45270720e-01  -2.61047293e-02]
 [  2.24213407e-01   5.69355267e-01   9.19980501e-03  -6.48809923e-02
    9.30845032e-01  -2.85860533e-02  -1.12199667e+00  -4.41236672e-02
    8.07513942e-02   3.26528057e-01]
 [  2.37923394e-02  -5.16511655e-01  -1.96906677e-01   2.36857046e-01
   -2.02858325e-01   1.51293067e-01   3.55757820e-01   6.06762157e-02
    1.11134871e-01   3.06930181e-01]
 [ -6.03530606e-02  -7.14479584e-03  -1.45500754e-01   4.50895909e-02
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   -1.94922298e-01  -8.09581046e-02]
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   -4.89107117e-02  -5.77242196e-02]
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   -2.71739032e-01  -4.32048909e-02   1.06383250e-01   1.11324074e-01
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   -2.05802455e-01   6.72848299e-02  -1.05218445e-02  -3.15007930e-02
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   -1.78148715e-01  -2.17446113e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  2.63196146e-02  -1.64931875e-01  -2.14906114e-01   1.24716937e-01
   -7.22483370e-02   8.30929507e-02  -2.10659841e-03  -2.12929886e-02
   -9.87690596e-02  -1.37457884e-02]
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   -9.51010822e-02  -1.97880556e-02   1.23924713e-01   1.19128388e-01
   -1.76374198e-02  -4.34835989e-02]
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 [  5.99616404e-02  -7.95356769e-02  -1.10024996e-01   6.94480430e-02
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   -1.74126905e-01  -3.74795445e-01]
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 [  1.68570675e-02  -5.87781773e-01  -4.32539847e-02  -9.97567933e-02
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   -2.71006423e-01  -3.88227863e-02]
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 [  3.93604264e-01   4.64797980e-01  -6.61437905e-02   3.39247342e-01
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 [  5.95998854e-02   9.59124004e-02   2.59258698e-01   2.57399710e-01
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   -1.79011254e-01   1.19372443e-01]
 [  8.60632128e-02   8.83082518e-02   1.10019168e-01   1.36644416e-02
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   -8.14481386e-03  -7.70885113e-02]
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   -2.13554435e-01   2.70593824e-02]
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   -1.69000196e-01  -2.26150846e-01]
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   -6.12617222e-02   4.38450793e-05]
 [ -2.97733274e-01  -1.58323726e-03   3.20611200e-02   4.16845568e-02
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 [  1.72538386e-01  -4.50067156e-02  -2.19726651e-01  -1.88758883e-02
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 [  2.49946828e-01  -2.31569161e-01   7.98025050e-02   3.66613520e-02
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    1.54187170e-01  -1.16714409e-01]
 [ -8.83487138e-02  -9.44529833e-02   1.26516065e-01   1.25260484e-01
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    1.86964493e-01   1.94851804e-02]
 [ -1.15351953e-01  -2.81432811e-01   1.50376237e-01  -4.65887439e-01
   -6.13166114e-01   1.76238830e-01   2.20904564e-01  -1.35763458e-01
   -9.80176373e-02   9.90609830e-02]]
[[ 0.6293002 ]
 [ 1.93255338]
 [ 0.22117477]
 [ 0.95130923]
 [-2.97015487]
 [-0.35823929]
 [-1.92679105]
 [ 0.07028357]
 [ 0.67869043]
 [ 0.86176715]]
Progress: 76.0% ... Training loss: 0.244 ... Validation loss: 0.418[[  2.33356061e-01   5.68263415e-01  -7.72901986e-02   1.77241838e-01
   -1.80423311e-01  -9.91989409e-02  -1.57011423e-01   1.21659057e-01
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 [  1.00497153e-02   1.08244599e-01  -2.03062868e-02   4.63204015e-02
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    1.45209511e-01  -2.61846542e-02]
 [  2.23188902e-01   5.63864142e-01   8.71721541e-03  -6.69492383e-02
    9.36739721e-01  -2.77327394e-02  -1.11704383e+00  -4.42810948e-02
    7.92798976e-02   3.24768074e-01]
 [  2.21369413e-02  -5.18503600e-01  -1.97461565e-01   2.34517182e-01
   -1.94099257e-01   1.52374529e-01   3.58320995e-01   6.04729443e-02
    1.09301252e-01   3.04837820e-01]
 [ -5.70795333e-02   1.80749062e-03  -1.44353883e-01   4.99071903e-02
   -1.75914226e-01  -1.84745333e-01   1.87216403e-01  -1.14280667e-01
   -1.91584443e-01  -7.70777435e-02]
 [ -3.99147305e-01  -6.77118510e-01  -3.06331130e-01   1.27502735e-01
   -3.92149101e-01   4.01231268e-02   3.96567513e-01  -4.29936325e-02
   -4.98866674e-02  -5.89755176e-02]
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   -2.04917633e-01   6.73119150e-02  -1.05491580e-02  -3.15037759e-02
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   -1.79415893e-01  -2.19001205e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.91368509e-01  -1.13472624e-01]
 [  8.04597427e-02  -2.57340089e-01  -3.05235010e-02   8.32161802e-02
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 [  2.64272939e-02  -1.64428333e-01  -2.14863986e-01   1.24828227e-01
   -7.27123354e-02   8.30355889e-02  -2.75788940e-03  -2.12808018e-02
   -9.86568374e-02  -1.36196320e-02]
 [ -1.18146864e-01  -1.09666656e-01  -2.00225387e-01   1.60466680e-01
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 [  7.44735512e-02  -2.84853263e-02   8.94241982e-02   9.01881413e-02
   -9.55733506e-02  -1.98113715e-02   1.24019957e-01   1.19139758e-01
   -1.75401364e-02  -4.33489444e-02]
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   -5.08674637e-02  -8.93223694e-02   3.99363865e-02   1.60200418e-01
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   -1.74863235e-01  -3.75683175e-01]
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 [  1.68453047e-02  -5.87836683e-01  -4.32579962e-02  -9.97726407e-02
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   -3.60042116e-01  -2.13526951e-01]
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   -7.01226319e-02   9.10335688e-02]
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   -8.77558929e-02  -1.30665920e-01]
 [ -2.22809149e-01  -4.10675490e-01   2.46480486e-01  -2.59714195e-01
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   -2.71257750e-01  -3.90665554e-02]
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   -3.46781047e-02  -1.45889375e-01]
 [  7.63527816e-02   2.65636390e-01   1.51546625e-01  -1.35434418e-01
   -1.48768606e-01   6.64461778e-02  -1.40203348e-01   2.77827754e-01
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 [  3.92920827e-01   4.62390435e-01  -6.63969919e-02   3.38140851e-01
   -9.40884205e-01  -3.01451921e-01  -5.84539105e-01   1.80148275e-01
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 [  5.95232990e-02   9.57632150e-02   2.59228032e-01   2.57224103e-01
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   -1.25049281e-01  -2.76669979e-01]
 [  2.27467996e-02  -1.20983897e-01  -1.21872574e-01  -6.20679628e-02
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 [  1.26320516e-02  -4.58035647e-02  -6.57446263e-02  -4.42518875e-02
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 [  4.08588050e-02   1.37637975e-01   2.46996197e-01   8.49830078e-02
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   -1.78625328e-01   1.19805578e-01]
 [  8.57022885e-02   8.74868682e-02   1.09894493e-01   1.30902788e-02
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   -8.56756348e-03  -7.76042476e-02]
 [ -2.88053272e-03   1.48616361e-01   8.58172020e-02  -3.69544388e-02
   -4.79262475e-02   1.74736924e-01   1.91676671e-02   1.17823482e-01
   -1.92941533e-02   1.75368194e-01]
 [  2.26983390e-01   1.07806103e-01   2.84489234e-02   7.28263779e-02
    1.14129759e-02  -2.80245166e-02  -2.48540266e-01   1.47737928e-01
   -5.68539207e-02  -2.37411752e-02]
 [  5.14110353e-02   8.01650949e-02   1.91134279e-02   4.78923354e-02
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 [  2.09884635e-01   2.94831544e-01   2.35541995e-01   1.09970306e-01
   -6.35707552e-01   9.71791127e-02  -1.64584483e-01   1.58653595e-01
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   -2.88177177e-01  -1.07833193e-01]
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   -2.13701839e-01   2.68825685e-02]
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   -1.68880748e-01  -2.26021245e-01]
 [  7.14635821e-03  -4.34762765e-01  -1.98428783e-01  -1.81013603e-01
   -4.68665889e-01   1.18566116e-02   3.24851727e-01  -1.70835066e-01
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 [ -7.79251990e-02  -3.05963821e-02   2.80934356e-01   6.42114811e-02
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   -6.15496998e-02  -3.13714224e-04]
 [ -2.98066927e-01  -2.67478118e-03   3.19270219e-02   4.10914906e-02
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   -3.13263893e-02   1.29980981e-01]
 [  1.71636769e-01  -4.66590832e-02  -2.20036994e-01  -2.02977204e-02
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 [  2.49174655e-01  -2.33619381e-01   7.95499972e-02   3.55235035e-02
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    1.53244097e-01  -1.17875242e-01]
 [ -8.92133821e-02  -9.74179157e-02   1.26173127e-01   1.23935928e-01
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    1.85926772e-01   1.82598611e-02]
 [ -1.15338257e-01  -2.81174328e-01   1.50412710e-01  -4.65874353e-01
   -6.14086974e-01   1.76240820e-01   2.21118103e-01  -1.35765694e-01
   -9.80033969e-02   9.90763966e-02]]
[[ 0.6138175 ]
 [ 1.92338973]
 [ 0.20833912]
 [ 0.93594749]
 [-2.97971967]
 [-0.37312586]
 [-1.94165433]
 [ 0.05609482]
 [ 0.66231688]
 [ 0.84632337]]
Progress: 76.1% ... Training loss: 0.240 ... Validation loss: 0.410[[  2.34718595e-01   5.74626821e-01  -7.66943613e-02   1.79927745e-01
   -1.90256425e-01  -1.00198997e-01  -1.61792244e-01   1.21812655e-01
    2.07302027e-02   3.31886423e-01]
 [  1.00914442e-02   1.08452556e-01  -2.02937170e-02   4.63861074e-02
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    1.45246919e-01  -2.61332453e-02]
 [  2.25033340e-01   5.69344530e-01   9.43124049e-03  -6.40652182e-02
    9.29537456e-01  -2.90893069e-02  -1.12086511e+00  -4.40862479e-02
    8.15629614e-02   3.27688163e-01]
 [  2.05639932e-02  -5.23034730e-01  -1.98037300e-01   2.32242308e-01
   -1.93831894e-01   1.53502891e-01   3.63081636e-01   6.03112947e-02
    1.07617795e-01   3.02610270e-01]
 [ -5.73908592e-02   1.81998428e-03  -1.44399855e-01   4.97388345e-02
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   -1.92104649e-01  -7.74977432e-02]
 [ -3.99488497e-01  -6.77955285e-01  -3.06464019e-01   1.27093141e-01
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   -5.03291118e-02  -5.95831171e-02]
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   -1.98787541e-01  -6.84328793e-02   1.76766075e-01  -1.95524618e-01
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   -2.71577730e-01  -4.27417442e-02   1.10476552e-01   1.11209407e-01
    6.68864757e-02  -2.71860961e-02]
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   -2.07411999e-01   6.69124582e-02  -1.22191570e-02  -3.14471793e-02
    2.79428664e-01  -1.34120012e-01]
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    1.85278107e-01   1.74084172e-02]
 [ -1.15347392e-01  -2.80582270e-01   1.50397248e-01  -4.66017578e-01
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[[ 0.61591022]
 [ 1.92709739]
 [ 0.20952974]
 [ 0.93472964]
 [-2.97541531]
 [-0.37102293]
 [-1.94221956]
 [ 0.05717792]
 [ 0.66254857]
 [ 0.84767545]]
Progress: 76.2% ... Training loss: 0.239 ... Validation loss: 0.410[[  2.34331325e-01   5.73527333e-01  -7.68487532e-02   1.79221833e-01
   -1.85140866e-01  -9.99319336e-02  -1.60686998e-01   1.21775836e-01
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 [  2.24326250e-01   5.67331489e-01   9.17614507e-03  -6.53474981e-02
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    8.07980012e-02   3.26775660e-01]
 [  2.06197519e-02  -5.22390796e-01  -1.98034374e-01   2.32392606e-01
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   -4.94971815e-02  -5.85692337e-02]
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   -1.79186258e-01  -2.18735577e-01]
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   -1.84804581e-02  -4.44687953e-02]
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   -1.74641856e-01  -3.75446287e-01]
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 [  4.09891639e-02   1.38427326e-01   2.47047826e-01   8.51107633e-02
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   -1.78489764e-01   1.19940279e-01]
 [  8.61786072e-02   8.88143622e-02   1.10061393e-01   1.38142287e-02
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   -8.00529839e-03  -7.70240227e-02]
 [ -3.01268011e-03   1.48346219e-01   8.57657171e-02  -3.72047212e-02
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   -1.94472189e-02   1.75132907e-01]
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   -5.67441247e-02  -2.35789158e-02]
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 [  2.10519840e-01   2.97662582e-01   2.35840164e-01   1.11409634e-01
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 [  8.15741682e-03  -4.32241599e-01  -1.98118639e-01  -1.79544668e-01
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 [ -7.65069532e-02  -2.66700296e-02   2.81464844e-01   6.65863126e-02
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   -5.99382685e-02   1.62811268e-03]
 [ -2.98832861e-01  -5.33839478e-03   3.16930593e-02   4.00631244e-02
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   -3.20602176e-02   1.29084210e-01]
 [  1.71146892e-01  -4.84774502e-02  -2.20212842e-01  -2.09065906e-02
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 [  2.49884800e-01  -2.31395105e-01   7.97856439e-02   3.65464472e-02
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 [ -8.85433976e-02  -9.54684555e-02   1.26389847e-01   1.24851971e-01
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    1.86478221e-01   1.90867318e-02]
 [ -1.15826775e-01  -2.82367597e-01   1.50234093e-01  -4.66737811e-01
   -6.14405357e-01   1.76558770e-01   2.22747800e-01  -1.35819707e-01
   -9.84597089e-02   9.85846527e-02]]
[[ 0.62096745]
 [ 1.93043734]
 [ 0.21420028]
 [ 0.94271617]
 [-2.97476804]
 [-0.36637111]
 [-1.93244301]
 [ 0.06146142]
 [ 0.66937441]
 [ 0.8522379 ]]
Progress: 76.2% ... Training loss: 0.241 ... Validation loss: 0.411[[  2.34931882e-01   5.74057803e-01  -7.67540049e-02   1.79741856e-01
   -1.86619103e-01  -1.00137047e-01  -1.60862619e-01   1.21824026e-01
    2.08121209e-02   3.32064374e-01]
 [  1.07282190e-02   1.10067825e-01  -2.00826178e-02   4.73102823e-02
    5.85199980e-02  -6.72941050e-03   3.46203808e-01   4.02946743e-02
    1.45909187e-01  -2.53057169e-02]
 [  2.27178388e-01   5.75113940e-01   1.01453585e-02  -6.09761631e-02
    9.18187799e-01  -3.02256969e-02  -1.12641859e+00  -4.39001177e-02
    8.38684271e-02   3.30809364e-01]
 [  2.09886717e-02  -5.22752410e-01  -1.97898296e-01   2.33310362e-01
   -1.98217335e-01   1.52956243e-01   3.60995522e-01   6.03794920e-02
    1.08540682e-01   3.03624853e-01]
 [ -5.21251668e-02   1.23631091e-02  -1.42679013e-01   5.72776940e-02
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   -1.86322395e-01  -7.04483194e-02]
 [ -3.98533718e-01  -6.76778111e-01  -3.06277140e-01   1.28156455e-01
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   -4.93413644e-02  -5.84223092e-02]
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   -2.76848619e-01  -4.27613091e-02   1.11335296e-01   1.11216116e-01
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   -2.07575100e-01   6.68384831e-02  -1.19959612e-02  -3.14253351e-02
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   -3.11130639e-02   2.65745853e-02]
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   -1.78392312e-01  -2.17749101e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -1.89791724e-01  -6.04349226e-02   1.08206464e-01  -2.63023768e-01
   -2.92179254e-01  -1.14384161e-01]
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   -6.22920170e-02  -8.14210788e-02   3.12630482e-01  -4.15694789e-04
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   -7.33257647e-02   8.24114552e-02  -5.20031961e-03  -2.11745213e-02
   -9.74970935e-02  -1.23583411e-02]
 [ -1.16642572e-01  -1.06270312e-01  -1.99689777e-01   1.62722229e-01
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   -9.30109183e-02  -1.95289286e-02   1.24759921e-01   1.19091460e-01
   -1.81047955e-02  -4.40035615e-02]
 [  7.90866481e-03  -2.06452400e-01  -2.96925881e-01  -6.51861924e-02
   -6.37195343e-02  -9.08051330e-02   3.40652017e-02   1.60447947e-01
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   -1.42760800e-01  -4.03589662e-02]
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   -1.74552072e-01  -3.75355651e-01]
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 [  1.70104715e-02  -5.87802115e-01  -4.32114068e-02  -9.95768096e-02
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   -3.59910044e-01  -2.13356669e-01]
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   -7.02311672e-02   9.09762872e-02]
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   -8.76341230e-02  -1.30506709e-01]
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   -2.70817953e-01  -3.84305252e-02]
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 [  3.92674490e-01   4.61903075e-01  -6.65931037e-02   3.37178675e-01
   -9.39767023e-01  -3.01100657e-01  -5.82963893e-01   1.80111159e-01
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 [  5.90151011e-02   9.46652916e-02   2.59060649e-01   2.56467222e-01
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 [  4.09683224e-02   1.38564148e-01   2.47032512e-01   8.50214371e-02
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   -1.78536492e-01   1.19900651e-01]
 [  8.64313439e-02   8.92833980e-02   1.10161889e-01   1.41866207e-02
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   -7.67774791e-03  -7.65815618e-02]
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   -1.98227230e-02   1.74650451e-01]
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   -5.70519221e-02  -2.39048657e-02]
 [  5.16641274e-02   8.08364171e-02   1.91791835e-02   4.81622727e-02
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   -6.41164791e-01   9.68560551e-02  -1.65935923e-01   1.58702736e-01
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   -4.51849400e-02   3.42564556e-02]
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   -2.87555587e-01  -1.07029749e-01]
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   -2.13034785e-01   2.77041278e-02]
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   -1.68651197e-01  -2.25697646e-01]
 [  8.87442239e-03  -4.30407194e-01  -1.97945631e-01  -1.78745651e-01
   -4.81563394e-01   1.09720080e-02   3.22393880e-01  -1.70692777e-01
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 [ -7.65438122e-02  -2.66717597e-02   2.81430872e-01   6.64692415e-02
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   -6.00473872e-02   1.59649511e-03]
 [ -2.98237281e-01  -4.80057943e-03   3.18767571e-02   4.08834549e-02
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   -3.13725773e-02   1.29887780e-01]
 [  1.71786037e-01  -4.67638502e-02  -2.19993752e-01  -1.98673237e-02
    1.08739258e-01  -3.19166970e-01   5.14125234e-02  -1.63148737e-01
    3.75207136e-02  -1.40249349e-01]
 [  2.49502112e-01  -2.32554630e-01   7.96324776e-02   3.58942194e-02
    9.54297721e-02  -6.27982937e-02   1.75345632e-02  -1.32609547e-01
    1.53702018e-01  -1.17267399e-01]
 [ -8.79590242e-02  -9.40515262e-02   1.26584784e-01   1.25689023e-01
    2.38057871e-02  -1.22596877e-01   1.99676999e-01  -7.86461811e-02
    1.87082437e-01   1.98401382e-02]
 [ -1.15864380e-01  -2.82580283e-01   1.50195408e-01  -4.66804310e-01
   -6.14243180e-01   1.76599646e-01   2.23123462e-01  -1.35830249e-01
   -9.85162433e-02   9.85948430e-02]]
[[ 0.62760592]
 [ 1.935666  ]
 [ 0.21801244]
 [ 0.94888948]
 [-2.96698989]
 [-0.36242296]
 [-1.92880382]
 [ 0.06656748]
 [ 0.67663303]
 [ 0.85905252]]
Progress: 76.2% ... Training loss: 0.246 ... Validation loss: 0.412[[  2.33129419e-01   5.69397115e-01  -7.73850174e-02   1.76723028e-01
   -1.77795925e-01  -9.90711505e-02  -1.56129827e-01   1.21619988e-01
    1.87947699e-02   3.29638109e-01]
 [  1.07014668e-02   1.09986796e-01  -2.00929943e-02   4.72674940e-02
    5.85684761e-02  -6.71442180e-03   3.46247930e-01   4.02918447e-02
    1.45883270e-01  -2.53410695e-02]
 [  2.27747414e-01   5.74616721e-01   1.02837392e-02  -6.04290409e-02
    9.21026885e-01  -3.04822639e-02  -1.12704971e+00  -4.38515791e-02
    8.43018911e-02   3.31377855e-01]
 [  2.12968662e-02  -5.21192098e-01  -1.97723266e-01   2.34136266e-01
   -1.97321690e-01   1.52763383e-01   3.59647765e-01   6.04346173e-02
    1.09156020e-01   3.04184580e-01]
 [ -5.52835149e-02   3.99004702e-03  -1.43830617e-01   5.22227704e-02
   -1.77997177e-01  -1.85986471e-01   1.79183416e-01  -1.14159543e-01
   -1.89864005e-01  -7.48647878e-02]
 [ -3.99047650e-01  -6.78215569e-01  -3.06467958e-01   1.27153209e-01
   -3.93815337e-01   4.01259165e-02   3.96030271e-01  -4.30039719e-02
   -4.99934286e-02  -5.91490367e-02]
 [ -1.41560193e-02  -3.93570596e-01   6.36934689e-03   6.56663321e-02
   -2.08228637e-01  -7.00281553e-02   1.70362481e-01  -1.95276453e-01
    1.92359643e-01   4.97708911e-02]
 [  9.70390561e-02  -4.68079221e-01   2.26831320e-02  -1.02927839e-01
   -2.71761748e-01  -4.20687489e-02   1.13901806e-01   1.11078883e-01
    6.57451321e-02  -2.84479205e-02]
 [ -1.81076357e-01  -2.42022009e-01  -3.01403055e-01  -2.60848217e-02
   -2.05379540e-01   6.72229848e-02  -9.95491685e-03  -3.14946053e-02
    2.79109874e-01  -1.34788394e-01]
 [  1.56494735e-02  -5.29629159e-01   5.93452998e-02  -1.21837982e-01
   -5.20444542e-01  -9.75448407e-02   1.74968220e-01  -1.22701437e-01
   -3.20633402e-02   2.55230542e-02]
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   -3.44030610e-01  -3.98645559e-03   2.73540417e-01  -1.02297315e-01
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   -1.78756165e-01  -2.18193850e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.91883171e-01  -3.34660149e-01   9.17554859e-02   2.01983252e-01
   -1.89023956e-01  -6.01873405e-02   1.09310540e-01  -2.63070113e-01
   -2.92642872e-01  -1.15003928e-01]
 [  7.93857163e-02  -2.59993014e-01  -3.09018073e-02   8.15922196e-02
   -6.14951634e-02  -8.09520006e-02   3.14117253e-01  -5.09178159e-04
    1.47495122e-03  -3.06861331e-02]
 [  2.81159656e-02  -1.60802693e-01  -2.14343896e-01   1.27103216e-01
   -7.51360635e-02   8.19857843e-02  -7.01994973e-03  -2.10944315e-02
   -9.67525953e-02  -1.13986125e-02]
 [ -1.16198568e-01  -1.05030708e-01  -1.99532418e-01   1.63375953e-01
   -6.51367312e-02   1.30824932e-01  -2.85134287e-02  -2.51193926e-01
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 [ -5.47014937e-02  -1.10442425e-01   2.80379457e-01   1.16687120e-01
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    9.37632680e-02   7.35792415e-02]
 [  7.38632883e-02  -3.10409226e-02   8.92196764e-02   8.93258085e-02
   -9.26703590e-02  -1.94658387e-02   1.25706690e-01   1.19085979e-01
   -1.81513142e-02  -4.40504759e-02]
 [  7.54976942e-03  -2.07935544e-01  -2.97090075e-01  -6.59103026e-02
   -6.19633862e-02  -9.05790811e-02   3.41685663e-02   1.60398935e-01
    9.91270996e-02  -4.44725584e-02]
 [  5.74215080e-02  -8.80978176e-02  -1.11054037e-01   6.52415348e-02
   -2.96867234e-01   3.14111300e-01   3.08386692e-01   2.04298293e-01
   -1.43635862e-01  -4.13676953e-02]
 [  1.85693733e-02   5.54478232e-03   1.28513270e-01   1.35525082e-01
   -1.04379471e-02   9.85756279e-02  -4.93122702e-02  -4.10793185e-02
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 [  1.08278171e-01   7.30534288e-02  -4.42990330e-02  -1.05493356e-01
   -1.51845043e-01  -3.28528618e-01   1.42577727e-01   7.37968709e-03
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 [ -1.18487880e-01  -1.36941980e-01  -2.05443625e-02   3.40097866e-03
   -1.21485439e-01  -1.99845513e-01   1.39533337e-02  -2.19282433e-02
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 [ -1.69206967e-01  -1.51729922e-01  -2.06815231e-01  -3.44493242e-02
   -3.74170632e-01   4.22754400e-03   9.31201330e-02  -2.70157010e-02
   -2.09559496e-02   2.35841939e-02]
 [ -2.46313023e-02  -2.08705800e-01  -7.33617734e-02  -1.17005127e-01
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   -1.74747229e-01  -3.75575942e-01]
 [ -1.50936950e-02  -5.31760493e-01  -3.18167356e-02  -7.26925229e-02
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    3.08508138e-02  -3.90946661e-01]
 [  1.71676155e-02  -5.87556452e-01  -4.31544912e-02  -9.93477678e-02
    6.56679597e-01   1.88294539e-02   5.92305814e-01   4.87104187e-02
   -3.59730963e-01  -2.13132495e-01]
 [ -1.76723080e-01  -7.02518300e-01  -1.20802819e-02  -2.07084256e-01
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   -7.08224377e-02   9.02481926e-02]
 [ -3.04116479e-01  -5.38665771e-01   5.44907565e-02  -4.63441951e-02
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   -8.76537506e-02  -1.30540857e-01]
 [ -2.22438951e-01  -4.10817298e-01   2.46624425e-01  -2.59050991e-01
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   -2.70838258e-01  -3.84634859e-02]
 [ -1.55182697e-01  -2.87097042e-01  -1.89937947e-01  -1.33402429e-01
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   -3.47496746e-02  -1.45985658e-01]
 [  7.58476684e-02   2.65497762e-01   1.51397487e-01  -1.36116033e-01
   -1.49140994e-01   6.67257543e-02  -1.39111892e-01   2.77782009e-01
    3.46332655e-02   1.41396211e-01]
 [  3.92521390e-01   4.61664385e-01  -6.66361127e-02   3.36960213e-01
   -9.40126639e-01  -3.01025845e-01  -5.83135425e-01   1.80095681e-01
    4.32025692e-01   3.58081585e-02]
 [  5.94414505e-02   9.54415265e-02   2.59213303e-01   2.57062477e-01
   -4.16272913e-03  -2.03427800e-01  -1.78842087e-01  -1.32227034e-01
   -1.25107031e-01  -2.76810131e-01]
 [  2.25724708e-02  -1.22003658e-01  -1.21942318e-01  -6.24083672e-02
    2.32438772e-01   3.76370814e-02  -1.87257618e-02  -1.86263354e-01
    2.84273230e-02   2.02618138e-01]
 [  1.58182122e-02  -3.76626026e-02  -6.46708593e-02  -3.93620742e-02
   -4.83888396e-03  -1.88507602e-01   1.79105848e-02   1.04934278e-02
    4.64342742e-02   1.44479876e-02]
 [  4.09405413e-02   1.38474519e-01   2.47023034e-01   8.49765820e-02
   -1.90555156e-01  -1.45963908e-01   2.94386138e-02   3.95918845e-02
   -1.78567450e-01   1.19866183e-01]
 [  8.61318063e-02   8.85258221e-02   1.10051010e-01   1.37069151e-02
   -2.00527316e-01   5.91000070e-02  -2.13718043e-02  -2.71393427e-01
   -8.04061889e-03  -7.70316709e-02]
 [ -3.80548799e-03   1.45956582e-01   8.54455830e-02  -3.85476229e-02
   -4.42484202e-02   1.75298643e-01   2.13802573e-02   1.17721546e-01
   -2.03575177e-02   1.74001076e-01]
 [  2.26899822e-01   1.07263325e-01   2.83533408e-02   7.23324699e-02
    1.28708211e-02  -2.78869098e-02  -2.48894643e-01   1.47701513e-01
   -5.71640346e-02  -2.40953974e-02]
 [  5.16852739e-02   8.08958918e-02   1.91887334e-02   4.81926637e-02
   -4.73101941e-01  -1.26996451e-01  -2.67032582e-01   4.11294025e-02
    1.22223905e-01   1.99763195e-01]
 [  6.53348650e-02   4.76711696e-01   1.30820562e-01   4.59585303e-01
   -1.55292085e+00  -2.95820385e-01  -4.98404687e-01  -7.02389148e-02
    3.12467579e-01   3.53634332e-01]
 [  1.62747126e-01   4.61219479e-01   6.53429179e-02   4.21710568e-01
   -1.32198767e+00  -7.15026763e-02  -3.67722365e-01   1.49593184e-01
    2.09616355e-01   4.54304429e-01]
 [  2.09213073e-01   2.94362672e-01   2.35389478e-01   1.09446137e-01
   -6.39170147e-01   9.74166691e-02  -1.63333399e-01   1.58601324e-01
    2.11172136e-01   4.22225242e-02]
 [ -8.57058392e-02   2.45548427e-01   2.36297641e-01  -6.22150234e-05
   -1.35798221e-01   1.37223890e-01  -9.65683904e-02  -1.67082282e-02
   -4.51024116e-02   3.43617255e-02]
 [ -1.12233711e-01   4.56200322e-03   1.93273308e-02   7.40851920e-02
   -8.11745985e-02   1.22067059e-01   2.27011622e-01   1.81176859e-02
   -2.87807793e-01  -1.07315834e-01]
 [ -2.28893032e-01  -7.60604625e-02  -9.67453600e-02  -3.52941168e-01
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   -2.13437540e-01   2.71456416e-02]
 [  6.99062369e-03  -4.70732344e-01  -1.29440924e-01  -1.67270349e-01
    3.66740164e-01   2.56072503e-02   2.12054265e-01   1.51671701e-01
   -1.69061737e-01  -2.26223127e-01]
 [  8.37757486e-03  -4.31213476e-01  -1.98099027e-01  -1.79471426e-01
   -4.82791715e-01   1.12492811e-02   3.22911558e-01  -1.70750157e-01
    1.61523747e-02  -3.14153037e-01]
 [ -7.71570502e-02  -2.81520747e-02   2.81205484e-01   6.54174711e-02
    1.53285075e-01   5.27153057e-02   3.94361820e-02  -2.92507953e-01
   -6.07654891e-02   7.32365072e-04]
 [ -2.98633508e-01  -6.39714090e-03   3.17229267e-02   4.01972189e-02
    1.46045437e-01  -2.02807075e-01  -2.55607715e-02   2.37027619e-01
   -3.18247082e-02   1.29299105e-01]
 [  1.70992807e-01  -4.91783653e-02  -2.20271860e-01  -2.11578022e-02
    1.12653673e-01  -3.18722217e-01   5.38527077e-02  -1.63235074e-01
    3.66432239e-02  -1.41307542e-01]
 [  2.49586817e-01  -2.31804970e-01   7.96786993e-02   3.60178042e-02
    9.54516911e-02  -6.28767859e-02   1.70771509e-02  -1.32599438e-01
    1.53808800e-01  -1.17257104e-01]
 [ -8.80569236e-02  -9.48329099e-02   1.26521479e-01   1.25462308e-01
    2.48570347e-02  -1.22475662e-01   1.99994917e-01  -7.86614119e-02
    1.86849165e-01   1.97095452e-02]
 [ -1.15766081e-01  -2.82859869e-01   1.50225032e-01  -4.66830641e-01
   -6.16151798e-01   1.76561954e-01   2.23461309e-01  -1.35821570e-01
   -9.84268488e-02   9.87255729e-02]]
[[ 0.62046007]
 [ 1.93110212]
 [ 0.21161905]
 [ 0.94177361]
 [-2.97353085]
 [-0.36863116]
 [-1.94076619]
 [ 0.0591936 ]
 [ 0.67003364]
 [ 0.85226116]]
Progress: 76.3% ... Training loss: 0.240 ... Validation loss: 0.407[[  2.31225076e-01   5.63285104e-01  -7.81449089e-02   1.73365700e-01
   -1.70054341e-01  -9.78145189e-02  -1.50431459e-01   1.21399370e-01
    1.64262396e-02   3.26878803e-01]
 [  1.07629559e-02   1.10284959e-01  -2.00717317e-02   4.73587400e-02
    5.83595071e-02  -6.74959618e-03   3.46145955e-01   4.02967241e-02
    1.45934621e-01  -2.52312566e-02]
 [  2.25927356e-01   5.67347902e-01   9.53045244e-03  -6.39460416e-02
    9.29552705e-01  -2.92202037e-02  -1.12267962e+00  -4.40798379e-02
    8.18847837e-02   3.28471118e-01]
 [  2.46696820e-02  -5.12162043e-01  -1.96627544e-01   2.39318630e-01
   -2.08441394e-01   1.50839816e-01   3.51146654e-01   6.07578856e-02
    1.12787368e-01   3.08856121e-01]
 [ -5.63060116e-02   5.98466419e-04  -1.44099040e-01   5.07157550e-02
   -1.73951948e-01  -1.85652705e-01   1.82369432e-01  -1.14234380e-01
   -1.90847719e-01  -7.61618259e-02]
 [ -3.99155764e-01  -6.78931777e-01  -3.06524427e-01   1.27027158e-01
   -3.92854888e-01   4.01790531e-02   3.96536005e-01  -4.30127861e-02
   -5.00692001e-02  -5.92892399e-02]
 [ -1.49962422e-02  -3.96284739e-01   6.09143958e-03   6.42634044e-02
   -2.05154195e-01  -6.95232338e-02   1.72524634e-01  -1.95357668e-01
    1.91443917e-01   4.85458605e-02]
 [  9.49234918e-02  -4.75370685e-01   2.18925561e-02  -1.06534542e-01
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 [ -1.16959924e-01  -2.86559493e-01   1.49813217e-01  -4.68658375e-01
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[[ 0.60444404]
 [ 1.91831114]
 [ 0.1968051 ]
 [ 0.93078994]
 [-2.98124262]
 [-0.37913627]
 [-1.95077514]
 [ 0.04695426]
 [ 0.65540804]
 [ 0.83790555]]
Progress: 76.3% ... Training loss: 0.243 ... Validation loss: 0.415[[  2.30913769e-01   5.61739901e-01  -7.82750259e-02   1.72800736e-01
   -1.69287188e-01  -9.77007441e-02  -1.48474251e-01   1.21373754e-01
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 [  2.25402050e-01   5.65183445e-01   9.30242508e-03  -6.50143622e-02
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    8.10471247e-02   3.27352798e-01]
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   -2.25769290e-01   1.47861824e-01   3.40433063e-01   6.11497506e-02
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   -4.96979933e-02  -5.87657745e-02]
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   -1.76760726e-01  -2.15745374e-01]
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   -1.94670306e-02  -4.57641044e-02]
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   -1.44525324e-01  -4.23777670e-02]
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   -8.69568077e-03  -7.78307005e-02]
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 [ -2.98733617e-01  -7.63344988e-03   3.17325779e-02   4.01926775e-02
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 [  2.48901656e-01  -2.35210328e-01   7.94248860e-02   3.48557727e-02
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 [ -8.83975263e-02  -9.58496581e-02   1.26393429e-01   1.24853967e-01
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    1.86478225e-01   1.91369333e-02]
 [ -1.16609856e-01  -2.85173203e-01   1.49911120e-01  -4.68197686e-01
   -6.16381247e-01   1.77069098e-01   2.25846469e-01  -1.35917214e-01
   -9.93755372e-02   9.75542692e-02]]
[[ 0.60221665]
 [ 1.91193727]
 [ 0.19395077]
 [ 0.93019511]
 [-2.98028438]
 [-0.37694292]
 [-1.94668689]
 [ 0.04739015]
 [ 0.65357794]
 [ 0.83778626]]
Progress: 76.4% ... Training loss: 0.244 ... Validation loss: 0.420[[  2.31754628e-01   5.64675115e-01  -7.80313969e-02   1.73997210e-01
   -1.70423211e-01  -9.81412649e-02  -1.50382180e-01   1.21437697e-01
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 [  1.11422993e-02   1.10836942e-01  -1.99396304e-02   4.79860038e-02
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 [  2.26242530e-01   5.68316134e-01   9.48330904e-03  -6.43147441e-02
    9.28153202e-01  -2.93047526e-02  -1.12670148e+00  -4.40822960e-02
    8.18908035e-02   3.28385072e-01]
 [  3.14050220e-02  -4.95986242e-01  -1.94434617e-01   2.50027021e-01
   -2.29535449e-01   1.46974278e-01   3.32046902e-01   6.12684152e-02
    1.20079450e-01   3.17286717e-01]
 [ -6.04223057e-02  -1.07523180e-02  -1.45347274e-01   4.44570190e-02
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   -1.95218944e-01  -8.14255897e-02]
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   -4.97484214e-02  -5.87407311e-02]
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   -1.76530753e-01  -2.15468837e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.92650152e-01  -1.15094807e-01]
 [  7.84805852e-02  -2.62644625e-01  -3.11827028e-02   8.02878022e-02
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   -9.64131065e-02  -1.07282730e-02]
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   -8.80318174e-02  -1.87506434e-02   1.27939482e-01   1.18973330e-01
   -1.94641906e-02  -4.58370250e-02]
 [  8.36595164e-03  -2.07322637e-01  -2.96864166e-01  -6.49099864e-02
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   -1.74475286e-01  -3.75301207e-01]
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 [  1.74964429e-02  -5.87029614e-01  -4.30475553e-02  -9.87912149e-02
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   -3.59366986e-01  -2.12668330e-01]
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   -8.71653932e-02  -1.29925937e-01]
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 [  3.92157453e-01   4.60429029e-01  -6.67534015e-02   3.36399614e-01
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 [  5.96263143e-02   9.53776910e-02   2.59287502e-01   2.57326628e-01
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   -1.76700581e-01   1.22143548e-01]
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   -8.69080863e-03  -7.78113037e-02]
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   -5.79726074e-02  -2.51628946e-02]
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   -6.39001476e-01   9.74484233e-02  -1.63304009e-01   1.58594308e-01
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   -2.12936572e-01   2.77532601e-02]
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   -1.68670753e-01  -2.25730860e-01]
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   -5.99049910e-02   1.94003949e-03]
 [ -2.98364766e-01  -6.88002239e-03   3.18456653e-02   4.06682943e-02
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   -3.15931759e-02   1.29470176e-01]
 [  1.70448602e-01  -5.12761232e-02  -2.20530131e-01  -2.22877239e-02
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 [  2.48338358e-01  -2.37332290e-01   7.92384355e-02   3.39790672e-02
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    1.52410548e-01  -1.18697631e-01]
 [ -8.76368294e-02  -9.36347834e-02   1.26651544e-01   1.26194839e-01
    2.20379213e-02  -1.22735186e-01   1.98420753e-01  -7.86371536e-02
    1.87303155e-01   2.02699590e-02]
 [ -1.16052754e-01  -2.84004445e-01   1.50067480e-01  -4.67476608e-01
   -6.21277883e-01   1.76692065e-01   2.24824039e-01  -1.35869388e-01
   -9.87655925e-02   9.82273075e-02]]
[[ 0.6120281 ]
 [ 1.91659487]
 [ 0.2044873 ]
 [ 0.93946162]
 [-2.97270013]
 [-0.36667327]
 [-1.93483885]
 [ 0.05746896]
 [ 0.66545953]
 [ 0.84949918]]
Progress: 76.5% ... Training loss: 0.239 ... Validation loss: 0.416[[  2.31091811e-01   5.63496574e-01  -7.82416222e-02   1.72777818e-01
   -1.69055629e-01  -9.76820800e-02  -1.47589714e-01   1.21373776e-01
    1.62289643e-02   3.26235817e-01]
 [  1.10900954e-02   1.10572234e-01  -1.99633820e-02   4.78726668e-02
    5.67623922e-02  -6.96107981e-03   3.45359581e-01   4.03222787e-02
    1.46286584e-01  -2.47980713e-02]
 [  2.27760793e-01   5.72161551e-01   1.00111417e-02  -6.21635556e-02
    9.21791165e-01  -3.02730121e-02  -1.12903023e+00  -4.39257534e-02
    8.36524351e-02   3.30764767e-01]
 [  3.00595788e-02  -4.99453189e-01  -1.94989591e-01   2.47777596e-01
   -2.24305104e-01   1.47951916e-01   3.34512731e-01   6.11175121e-02
    1.18399986e-01   3.15429124e-01]
 [ -6.14662708e-02  -1.58231858e-02  -1.45513678e-01   4.28649950e-02
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   -1.96113265e-01  -8.31496754e-02]
 [ -3.98739043e-01  -6.80406981e-01  -3.06364327e-01   1.27791088e-01
   -3.96858931e-01   3.97515762e-02   3.97924006e-01  -4.29655084e-02
   -4.96105759e-02  -5.87937319e-02]
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   -2.70036158e-01  -4.13786585e-02   1.18401860e-01   1.10912947e-01
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   -2.06807336e-01   6.75740493e-02  -7.46866046e-03  -3.15795640e-02
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 [  1.22272310e-02  -5.42773852e-01   5.79771874e-02  -1.28015821e-01
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   -1.76133978e-01  -2.15028527e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.92014509e-01  -3.35673969e-01   9.17380487e-02   2.01903274e-01
   -1.88981887e-01  -6.01709782e-02   1.10457320e-01  -2.63079778e-01
   -2.92803171e-01  -1.15339907e-01]
 [  7.84873660e-02  -2.62834705e-01  -3.11805460e-02   8.02889439e-02
   -6.08560423e-02  -8.04618161e-02   3.16471446e-01  -5.80123228e-04
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 [  2.83527576e-02  -1.62631606e-01  -2.14313442e-01   1.27356227e-01
   -7.54309245e-02   8.17844178e-02  -5.39362917e-03  -2.10710195e-02
   -9.64954479e-02  -1.09278538e-02]
 [ -1.16237921e-01  -1.05199730e-01  -1.99557264e-01   1.63284374e-01
   -6.63100025e-02   1.30853640e-01  -2.83304977e-02  -2.51213335e-01
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 [ -5.32057547e-02  -1.06221153e-01   2.80847372e-01   1.18919890e-01
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 [  7.31023815e-02  -3.34875337e-02   8.89455739e-02   8.78815407e-02
   -9.03081082e-02  -1.89859321e-02   1.26921896e-01   1.19012395e-01
   -1.90061534e-02  -4.52535309e-02]
 [  7.89014400e-03  -2.09212812e-01  -2.97009066e-01  -6.56145743e-02
   -6.41780171e-02  -9.08980044e-02   3.25308192e-02   1.60390888e-01
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 [  5.68823965e-02  -9.11291799e-02  -1.11255019e-01   6.42849703e-02
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   -1.44377584e-01  -4.20914837e-02]
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   -8.82466613e-03   9.89998806e-02  -4.67495458e-02  -4.11680591e-02
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   -2.12294323e-02   2.33057197e-02]
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   -1.74695260e-01  -3.75633267e-01]
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    3.06631401e-02  -3.91195686e-01]
 [  1.73633276e-02  -5.87747064e-01  -4.31131534e-02  -9.90492001e-02
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   -3.59543022e-01  -2.12856905e-01]
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   -7.05218614e-02   9.06028231e-02]
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   -8.73503881e-02  -1.30182173e-01]
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   -2.70684503e-01  -3.82214518e-02]
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   -3.47314020e-02  -1.45890102e-01]
 [  7.50747136e-02   2.63574971e-01   1.51127082e-01  -1.37142395e-01
   -1.47248884e-01   6.71530825e-02  -1.36821190e-01   2.77695083e-01
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 [  3.91339124e-01   4.58437123e-01  -6.70140882e-02   3.35157860e-01
   -9.40179777e-01  -3.00301436e-01  -5.79338936e-01   1.79982054e-01
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 [  5.97397011e-02   9.56106324e-02   2.59325227e-01   2.57444891e-01
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   -1.24802821e-01  -2.76425448e-01]
 [  2.29686130e-02  -1.21408217e-01  -1.21815328e-01  -6.19235782e-02
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 [  1.69848293e-02  -3.53026502e-02  -6.43124535e-02  -3.76643737e-02
   -7.63288136e-03  -1.89225374e-01   1.56067500e-02   1.06079733e-02
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 [  4.32102892e-02   1.43857643e-01   2.47703226e-01   8.83198051e-02
   -1.99003451e-01  -1.47449161e-01   2.37185714e-02   3.97851122e-02
   -1.76106743e-01   1.22905048e-01]
 [  8.62273660e-02   8.82781276e-02   1.10071128e-01   1.38289579e-02
   -1.99110283e-01   5.90354411e-02  -2.15961342e-02  -2.71388817e-01
   -8.00165043e-03  -7.69881626e-02]
 [ -4.74868559e-03   1.42969575e-01   8.51381960e-02  -4.00055855e-02
   -4.01453910e-02   1.75839577e-01   2.34190784e-02   1.17629962e-01
   -2.13778074e-02   1.72677726e-01]
 [  2.26117202e-01   1.04461518e-01   2.80132558e-02   7.07441338e-02
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   -5.83131817e-02  -2.55972254e-02]
 [  5.18413412e-02   8.14809861e-02   1.92413424e-02   4.84270241e-02
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 [  6.28524604e-02   4.69492818e-01   1.29982655e-01   4.55582957e-01
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 [  2.08875302e-01   2.93569456e-01   2.35277876e-01   1.08897559e-01
   -6.38293689e-01   9.76139448e-02  -1.62637782e-01   1.58567553e-01
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 [ -8.64795969e-02   2.43711451e-01   2.36009838e-01  -1.24746230e-03
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   -4.59681370e-02   3.34052635e-02]
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   -2.88050360e-01  -1.07634784e-01]
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   -2.12910519e-01   2.77890876e-02]
 [  7.84139985e-03  -4.69166902e-01  -1.29153313e-01  -1.65919082e-01
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   -1.68118240e-01  -2.25012734e-01]
 [  7.41707791e-03  -4.36482541e-01  -1.98459096e-01  -1.80989317e-01
   -4.83885635e-01   1.17508789e-02   3.28555680e-01  -1.70863492e-01
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 [ -7.69397514e-02  -2.98826696e-02   2.81291911e-01   6.57175671e-02
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   -6.05638416e-02   1.11880816e-03]
 [ -2.98328150e-01  -6.93750141e-03   3.18454866e-02   4.07199594e-02
    1.44573750e-01  -2.03081202e-01  -2.60532655e-02   2.37053822e-01
   -3.15649834e-02   1.29484870e-01]
 [  1.70421452e-01  -5.15455751e-02  -2.20529340e-01  -2.22919653e-02
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    3.57656231e-02  -1.42449629e-01]
 [  2.47883378e-01  -2.38910443e-01   7.90803943e-02   3.32969531e-02
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    1.51900396e-01  -1.19467442e-01]
 [ -8.71724825e-02  -9.23136510e-02   1.26810440e-01   1.26832122e-01
    2.01649039e-02  -1.23017859e-01   1.96682855e-01  -7.85943041e-02
    1.87748156e-01   2.09004856e-02]
 [ -1.15779554e-01  -2.83138775e-01   1.50149332e-01  -4.67214630e-01
   -6.24725909e-01   1.76503444e-01   2.23870912e-01  -1.35848880e-01
   -9.83835251e-02   9.86400752e-02]]
[[ 0.6093566 ]
 [ 1.91681565]
 [ 0.20374465]
 [ 0.9355282 ]
 [-2.97210876]
 [-0.36942951]
 [-1.94063093]
 [ 0.05489236]
 [ 0.66181452]
 [ 0.84700928]]
Progress: 76.5% ... Training loss: 0.239 ... Validation loss: 0.417[[  2.33137229e-01   5.68456933e-01  -7.75422969e-02   1.75640673e-01
   -1.75264429e-01  -9.88302484e-02  -1.51900198e-01   1.21540249e-01
    1.83100078e-02   3.28729716e-01]
 [  1.09078080e-02   1.09977124e-01  -2.00264934e-02   4.75657699e-02
    5.76638261e-02  -6.84690197e-03   3.45990231e-01   4.03049241e-02
    1.46090780e-01  -2.50660093e-02]
 [  2.24566956e-01   5.62933462e-01   8.80515005e-03  -6.73588103e-02
    9.32482069e-01  -2.80449610e-02  -1.12554735e+00  -4.42843864e-02
    7.95048097e-02   3.25342046e-01]
 [  3.24327418e-02  -4.90679668e-01  -1.94091361e-01   2.51798611e-01
   -2.30947978e-01   1.46327965e-01   3.29135352e-01   6.13648695e-02
    1.21305268e-01   3.18481522e-01]
 [ -6.12759979e-02  -1.60095772e-02  -1.45464394e-01   4.29973493e-02
   -1.58396113e-01  -1.83214177e-01   1.95466651e-01  -1.14632111e-01
   -1.95970127e-01  -8.27115172e-02]
 [ -3.97744564e-01  -6.78966800e-01  -3.06018992e-01   1.29271161e-01
   -3.97715228e-01   3.90874467e-02   3.96925070e-01  -4.28648218e-02
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   -2.10974735e-02   1.73043802e-01]
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   -5.81779550e-02  -2.54301307e-02]
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   -1.68097131e-01  -2.24982582e-01]
 [  6.34709995e-03  -4.40604060e-01  -1.98879872e-01  -1.82926471e-01
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   -6.01550664e-02   1.65731542e-03]
 [ -2.97394310e-01  -5.07813133e-03   3.21877294e-02   4.22870901e-02
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 [  1.71754366e-01  -4.74448491e-02  -2.20067081e-01  -2.02502304e-02
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 [  2.47020795e-01  -2.42009136e-01   7.87578567e-02   3.18218145e-02
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 [ -8.67441125e-02  -9.08624667e-02   1.26957205e-01   1.27428533e-01
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    1.88229129e-01   2.15191493e-02]
 [ -1.16114225e-01  -2.84369383e-01   1.50055689e-01  -4.67732733e-01
   -6.22762776e-01   1.76707180e-01   2.24659817e-01  -1.35881214e-01
   -9.87590853e-02   9.82401483e-02]]
[[ 0.60864692]
 [ 1.91641132]
 [ 0.20516837]
 [ 0.94123367]
 [-2.97485782]
 [-0.3663406 ]
 [-1.93180851]
 [ 0.05682097]
 [ 0.66319112]
 [ 0.84954415]]
Progress: 76.5% ... Training loss: 0.240 ... Validation loss: 0.419[[  2.32272576e-01   5.65769058e-01  -7.78551747e-02   1.73977496e-01
   -1.72034022e-01  -9.83293187e-02  -1.49852231e-01   1.21462073e-01
    1.73361471e-02   3.27823408e-01]
 [  1.13451171e-02   1.11291913e-01  -1.98812456e-02   4.82483892e-02
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    1.46569601e-01  -2.44431252e-02]
 [  2.25337435e-01   5.61043220e-01   8.96135207e-03  -6.65347634e-02
    9.30239804e-01  -2.85701888e-02  -1.12699882e+00  -4.42192082e-02
    8.01765384e-02   3.26694239e-01]
 [  3.14846610e-02  -4.91206263e-01  -1.94404041e-01   2.50179558e-01
   -2.29457293e-01   1.47161472e-01   3.28397914e-01   6.12475042e-02
    1.19877919e-01   3.16506361e-01]
 [ -6.24787359e-02  -1.97198777e-02  -1.45895788e-01   4.09371565e-02
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   -1.97268669e-01  -8.45898704e-02]
 [ -3.97502839e-01  -6.77624321e-01  -3.05903834e-01   1.29569993e-01
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   -4.82014728e-02  -5.67535566e-02]
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   -2.68416898e-01  -4.05194077e-02   1.19654932e-01   1.10756677e-01
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   -2.08917604e-01   6.73073844e-02  -8.73024656e-03  -3.15469323e-02
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 [  1.26554531e-02  -5.45009084e-01   5.80740519e-02  -1.28237247e-01
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   -3.60184417e-02   2.06555614e-02]
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   -1.76960753e-01  -2.15887601e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.91819949e-01  -1.14118026e-01]
 [  7.92158545e-02  -2.61100547e-01  -3.09465493e-02   8.13362162e-02
   -6.15223651e-02  -8.09060102e-02   3.15134614e-01  -5.13081375e-04
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 [  2.73811572e-02  -1.64842773e-01  -2.14610246e-01   1.25948230e-01
   -7.46808240e-02   8.23425996e-02  -3.11958152e-03  -2.11560454e-02
   -9.75171968e-02  -1.20491417e-02]
 [ -1.16024562e-01  -1.05013753e-01  -1.99480960e-01   1.63596388e-01
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 [ -5.38091067e-02  -1.08006136e-01   2.80647921e-01   1.17897320e-01
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 [  7.36827712e-02  -3.19901407e-02   8.91117581e-02   8.85492340e-02
   -9.22830505e-02  -1.92320084e-02   1.24531515e-01   1.19057653e-01
   -1.85321071e-02  -4.45796265e-02]
 [  6.45543870e-03  -2.15626241e-01  -2.97617197e-01  -6.82324111e-02
   -5.88634487e-02  -8.99110023e-02   3.42363086e-02   1.60220518e-01
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 [  5.68247736e-02  -9.12567266e-02  -1.11270383e-01   6.42323440e-02
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   -1.44388522e-01  -4.19458404e-02]
 [  1.85512715e-02   4.96661877e-03   1.28468810e-01   1.35401824e-01
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 [  1.07682836e-01   7.05910830e-02  -4.44648432e-02  -1.06194168e-01
   -1.51735356e-01  -3.28274143e-01   1.44766996e-01   7.31691236e-03
    1.42079836e-01   8.38402394e-02]
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   -1.25157166e-01  -2.00333445e-01   1.20182403e-02  -2.18655586e-02
    1.01163460e-02   1.10133304e-01]
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 [ -8.64191020e-02  -9.00117204e-02   1.27074853e-01   1.27795110e-01
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    1.88521687e-01   2.19107871e-02]
 [ -1.17461465e-01  -2.89076897e-01   1.49503321e-01  -4.70280534e-01
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   -1.00437891e-01   9.63947524e-02]]
[[ 0.60776695]
 [ 1.91519386]
 [ 0.20615215]
 [ 0.94072149]
 [-2.97293814]
 [-0.36747574]
 [-1.93279843]
 [ 0.05651276]
 [ 0.66280449]
 [ 0.84816449]]
Progress: 76.6% ... Training loss: 0.239 ... Validation loss: 0.420[[  2.33033460e-01   5.68946800e-01  -7.75884697e-02   1.75025448e-01
   -1.72901167e-01  -9.86468131e-02  -1.52426719e-01   1.21532146e-01
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 [  2.26279954e-01   5.60908993e-01   9.30585855e-03  -6.51810793e-02
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    8.12420907e-02   3.28349830e-01]
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   -2.21494922e-01   1.48955892e-01   3.34235358e-01   6.09371055e-02
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 [ -5.97640605e-02  -1.45065677e-02  -1.44930295e-01   4.56055562e-02
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   -1.77119257e-01  -2.16043629e-01]
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 [  2.10131544e-01   2.98096270e-01   2.35765547e-01   1.11240557e-01
   -6.45376813e-01   9.67494017e-02  -1.66389917e-01   1.58706468e-01
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   -1.37082403e-01   1.37410609e-01  -9.59127852e-02  -1.67368855e-02
   -4.54135694e-02   3.40903930e-02]
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   -2.88705025e-01  -1.08366731e-01]
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   -2.13240017e-01   2.73813548e-02]
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   -1.67912829e-01  -2.24710137e-01]
 [  4.99487542e-03  -4.42573418e-01  -1.99286351e-01  -1.84964534e-01
   -4.83173069e-01   1.32622173e-02   3.31799486e-01  -1.71113613e-01
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 [ -7.65911236e-02  -2.93976824e-02   2.81406360e-01   6.61334773e-02
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   -6.02383075e-02   1.56572825e-03]
 [ -2.96674132e-01  -3.10765738e-03   3.24468916e-02   4.33055646e-02
    1.39209448e-01  -2.04096191e-01  -2.99824579e-02   2.37210498e-01
   -2.96975167e-02   1.31723670e-01]
 [  1.72205842e-01  -4.60507756e-02  -2.19890075e-01  -1.94406025e-02
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    3.78159043e-02  -1.39760450e-01]
 [  2.47277928e-01  -2.41291106e-01   7.89213522e-02   3.25734874e-02
    1.01758274e-01  -6.16837351e-02   2.47233117e-02  -1.32792967e-01
    1.51299144e-01  -1.20253660e-01]
 [ -8.62433324e-02  -8.95311736e-02   1.27136986e-01   1.27974827e-01
    1.95981826e-02  -1.23535453e-01   1.93791119e-01  -7.85074060e-02
    1.88628885e-01   2.21127864e-02]
 [ -1.17030146e-01  -2.87090927e-01   1.49633316e-01  -4.69614344e-01
   -6.22289629e-01   1.77388516e-01   2.26337438e-01  -1.35991095e-01
   -9.99410142e-02   9.71214761e-02]]
[[ 0.60794357]
 [ 1.91968962]
 [ 0.20598132]
 [ 0.93908512]
 [-2.97346842]
 [-0.37095556]
 [-1.93750929]
 [ 0.05561604]
 [ 0.66180791]
 [ 0.8479404 ]]
Progress: 76.7% ... Training loss: 0.238 ... Validation loss: 0.416[[  2.35635498e-01   5.77883875e-01  -7.65697739e-02   1.79667576e-01
   -1.88929247e-01  -1.00284456e-01  -1.58808057e-01   1.21799988e-01
    2.13225464e-02   3.32954335e-01]
 [  1.13451171e-02   1.11291913e-01  -1.98812456e-02   4.82483892e-02
    5.56873720e-02  -7.11807805e-03   3.44847507e-01   4.03471261e-02
    1.46569601e-01  -2.44431252e-02]
 [  2.31804808e-01   5.75957125e-01   1.13003824e-02  -5.62223015e-02
    9.00852614e-01  -3.25861377e-02  -1.13956128e+00  -4.35676799e-02
    8.78579619e-02   3.36530055e-01]
 [  2.29444373e-02  -5.08517013e-01  -1.97419183e-01   2.36744912e-01
   -1.97306186e-01   1.52301175e-01   3.45083379e-01   6.04202559e-02
    1.10154376e-01   3.04624184e-01]
 [ -5.81809792e-02  -9.87204995e-03  -1.44331657e-01   4.81054043e-02
   -1.70063026e-01  -1.84954258e-01   1.89238364e-01  -1.14345992e-01
   -1.92305131e-01  -7.86058044e-02]
 [ -3.98203058e-01  -6.78344539e-01  -3.06097596e-01   1.28517777e-01
   -3.97324811e-01   3.93699666e-02   3.96239307e-01  -4.29058043e-02
   -4.89347082e-02  -5.77392249e-02]
 [ -1.36995223e-02  -3.92070757e-01   6.55815730e-03   6.58887833e-02
   -2.24984763e-01  -7.01597213e-02   1.66163834e-01  -1.95254334e-01
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 [  9.72601784e-02  -4.72393828e-01   2.26577377e-02  -1.03056131e-01
   -2.83913090e-01  -4.22248352e-02   1.14232226e-01   1.11042234e-01
    6.58916659e-02  -2.79174793e-02]
 [ -1.81133976e-01  -2.44231302e-01  -3.01385953e-01  -2.60486306e-02
   -2.09441192e-01   6.71349273e-02  -9.22465136e-03  -3.15151759e-02
    2.79042115e-01  -1.34860596e-01]
 [  1.61521371e-02  -5.34156869e-01   5.94758371e-02  -1.22298668e-01
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   -3.16967318e-02   2.60997464e-02]
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   -3.58382644e-01  -4.42498970e-03   2.73941240e-01  -1.02254959e-01
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   -1.77739879e-01  -2.16861513e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.91306241e-01  -3.34011673e-01   9.20115422e-02   2.02901099e-01
   -1.90197702e-01  -6.06278328e-02   1.08826049e-01  -2.63007185e-01
   -2.91957426e-01  -1.14311882e-01]
 [  7.88699269e-02  -2.60851068e-01  -3.10438152e-02   8.08141956e-02
   -6.13553622e-02  -8.06841827e-02   3.15134593e-01  -5.45002928e-04
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 [  2.76144874e-02  -1.63586200e-01  -2.14509939e-01   1.26312569e-01
   -7.57189071e-02   8.22152451e-02  -4.66113534e-03  -2.11355254e-02
   -9.72455479e-02  -1.17451490e-02]
 [ -1.16772884e-01  -1.05974672e-01  -1.99717613e-01   1.62546741e-01
   -6.80476880e-02   1.31211689e-01  -2.85993036e-02  -2.51270770e-01
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 [ -5.41635873e-02  -1.08940674e-01   2.80553694e-01   1.17267673e-01
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    9.43131595e-02   7.42094603e-02]
 [  7.60654843e-02  -2.53691816e-02   8.99907659e-02   9.24740877e-02
   -1.04468976e-01  -2.06452360e-02   1.18329277e-01   1.19286241e-01
   -1.56977451e-02  -4.11259356e-02]
 [  8.62545125e-03  -2.09846960e-01  -2.96827205e-01  -6.46341524e-02
   -7.04120310e-02  -9.12591546e-02   2.94009519e-02   1.60441206e-01
    1.00041743e-01  -4.33976825e-02]
 [  5.70691357e-02  -9.01951701e-02  -1.11186907e-01   6.45312559e-02
   -2.98730761e-01   3.14390218e-01   3.10697626e-01   2.04273759e-01
   -1.44092774e-01  -4.15711398e-02]
 [  1.71815646e-02   1.83461352e-03   1.28016959e-01   1.33367094e-01
   -7.03998508e-03   9.93653757e-02  -4.39781518e-02  -4.12223343e-02
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 [  1.08018276e-01   7.14910218e-02  -4.43374404e-02  -1.05604743e-01
   -1.53426943e-01  -3.28482061e-01   1.43961873e-01   7.35243329e-03
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 [ -1.17737288e-01  -1.35452930e-01  -2.02882256e-02   4.44937131e-03
   -1.25467351e-01  -2.00340706e-01   1.16878180e-02  -2.18640537e-02
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 [ -1.69294022e-01  -1.52327102e-01  -2.06823905e-01  -3.45480908e-02
   -3.75601728e-01   4.27072667e-03   9.36755582e-02  -2.70209827e-02
   -2.10572737e-02   2.35006734e-02]
 [ -2.42829030e-02  -2.09182910e-01  -7.32427000e-02  -1.16505604e-01
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   -1.74349614e-01  -3.75189706e-01]
 [ -1.54689219e-02  -5.33832106e-01  -3.19872792e-02  -7.34478413e-02
    6.50764589e-01   9.93931796e-02   6.26770842e-01   9.11382625e-02
    3.02800851e-02  -3.91641329e-01]
 [  1.73167682e-02  -5.88141914e-01  -4.31345321e-02  -9.91350683e-02
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   -3.59580638e-01  -2.12886446e-01]
 [ -1.77345488e-01  -7.03684934e-01  -1.23087727e-02  -2.08170874e-01
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   -7.15342460e-02   8.94063425e-02]
 [ -3.03383380e-01  -5.38016235e-01   5.48013944e-02  -4.49034816e-02
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   -8.67410835e-02  -1.29401832e-01]
 [ -2.22141379e-01  -4.10625112e-01   2.46728581e-01  -2.58546050e-01
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   -2.70490948e-01  -3.79931632e-02]
 [ -1.55565768e-01  -2.88469919e-01  -1.90036117e-01  -1.33853280e-01
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   -3.51360848e-02  -1.46397906e-01]
 [  7.61937584e-02   2.69254570e-01   1.51554044e-01  -1.35039945e-01
   -1.58452695e-01   6.64217447e-02  -1.42666963e-01   2.77801273e-01
    3.50603969e-02   1.41788979e-01]
 [  3.89569145e-01   4.54593748e-01  -6.76327906e-02   3.31844766e-01
   -9.38596982e-01  -2.99000325e-01  -5.75078975e-01   1.79802098e-01
    4.28817979e-01   3.17628442e-02]
 [  6.04403912e-02   9.69917207e-02   2.59583378e-01   2.58379828e-01
   -7.21667022e-03  -2.04063590e-01  -1.80832136e-01  -1.32139564e-01
   -1.24001961e-01  -2.75533733e-01]
 [  2.22686449e-02  -1.23996746e-01  -1.22056978e-01  -6.30790003e-02
    2.35778941e-01   3.78228673e-02  -1.75179016e-02  -1.86306155e-01
    2.81121494e-02   2.02373832e-01]
 [  1.78699540e-02  -3.40567926e-02  -6.40380731e-02  -3.63924143e-02
   -9.61892497e-03  -1.89763467e-01   1.28306273e-02   1.06847165e-02
    4.85956755e-02   1.71985800e-02]
 [  4.29696054e-02   1.43665643e-01   2.47639930e-01   8.78727086e-02
   -1.97985326e-01  -1.47368678e-01   2.32995825e-02   3.97611406e-02
   -1.76313566e-01   1.22665353e-01]
 [  8.69396199e-02   9.02405977e-02   1.10283409e-01   1.48004493e-02
   -2.01588104e-01   5.85824200e-02  -2.20488598e-02  -2.71328304e-01
   -7.12337005e-03  -7.58928634e-02]
 [ -4.64507861e-03   1.43340275e-01   8.51860042e-02  -3.99890240e-02
   -3.97243093e-02   1.75782943e-01   2.23608984e-02   1.17633118e-01
   -2.13231512e-02   1.72796522e-01]
 [  2.27030564e-01   1.06678597e-01   2.83060168e-02   7.19977181e-02
    1.50031220e-02  -2.79213705e-02  -2.50704380e-01   1.47693306e-01
   -5.73751364e-02  -2.43848363e-02]
 [  5.27948292e-02   8.44390813e-02   1.95779427e-02   4.99272474e-02
   -4.78205093e-01  -1.27682445e-01  -2.69826334e-01   4.12344916e-02
    1.23398883e-01   2.01188845e-01]
 [  6.22004764e-02   4.67837005e-01   1.29798639e-01   4.54658425e-01
   -1.54945216e+00  -2.93835531e-01  -4.89614814e-01  -7.04891415e-02
    3.09058980e-01   3.49321008e-01]
 [  1.63306282e-01   4.60852671e-01   6.56182625e-02   4.22797180e-01
   -1.33240371e+00  -7.18383673e-02  -3.67154722e-01   1.49653233e-01
    2.10536095e-01   4.54977046e-01]
 [  2.10024426e-01   2.97791827e-01   2.35748882e-01   1.11141383e-01
   -6.45592843e-01   9.67938209e-02  -1.65946014e-01   1.58699970e-01
    2.12175805e-01   4.37444367e-02]
 [ -8.62606791e-02   2.44653391e-01   2.36103192e-01  -8.66187083e-04
   -1.35956796e-01   1.37569866e-01  -9.51115461e-02  -1.67601086e-02
   -4.56929916e-02   3.37520713e-02]
 [ -1.13394349e-01   1.66456637e-03   1.89525995e-02   7.23322804e-02
   -7.68837677e-02   1.22758201e-01   2.29948198e-01   1.80139708e-02
   -2.89083288e-01  -1.08836218e-01]
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   -2.13170317e-01   2.74664114e-02]
 [  8.16186126e-03  -4.68782821e-01  -1.29056746e-01  -1.65429294e-01
    3.61169823e-01   2.48746287e-02   2.08768908e-01   1.51775810e-01
   -1.67756316e-01  -2.24508151e-01]
 [  5.88625610e-03  -4.39877975e-01  -1.98966792e-01  -1.83589855e-01
   -4.89255052e-01   1.27210717e-02   3.29269355e-01  -1.71026119e-01
    1.36755264e-02  -3.17899053e-01]
 [ -7.56812273e-02  -2.77605077e-02   2.81741900e-01   6.77386945e-02
    1.46589059e-01   5.17871390e-02   3.72318511e-02  -2.92370873e-01
   -5.91123812e-02   2.79980308e-03]
 [ -2.96645582e-01  -2.82802857e-03   3.24656949e-02   4.33668083e-02
    1.38992478e-01  -2.04107908e-01  -3.07175398e-02   2.37209511e-01
   -2.96668298e-02   1.31767127e-01]
 [  1.73568048e-01  -4.14150018e-02  -2.19346430e-01  -1.69833707e-02
    1.02962816e-01  -3.20183421e-01   4.70138208e-02  -1.62983197e-01
    3.94485192e-02  -1.37669661e-01]
 [  2.48217193e-01  -2.38846349e-01   7.92657849e-02   3.41645942e-02
    9.79457189e-02  -6.23052166e-02   2.20443570e-02  -1.32700501e-01
    1.52412470e-01  -1.18919488e-01]
 [ -8.65144625e-02  -9.01790110e-02   1.27041167e-01   1.27590772e-01
    2.07530221e-02  -1.23360300e-01   1.94400621e-01  -7.85347286e-02
    1.88360952e-01   2.18139210e-02]
 [ -1.18021996e-01  -2.88684964e-01   1.49332288e-01  -4.71157792e-01
   -6.21117238e-01   1.77961777e-01   2.29001662e-01  -1.36079011e-01
   -1.00981299e-01   9.59358084e-02]]
[[ 0.62551164]
 [ 1.93782253]
 [ 0.21877012]
 [ 0.94785461]
 [-2.96178633]
 [-0.36447827]
 [-1.93636487]
 [ 0.06713788]
 [ 0.67308209]
 [ 0.86049986]]
Progress: 76.7% ... Training loss: 0.246 ... Validation loss: 0.412[[  2.34539411e-01   5.75214337e-01  -7.70218213e-02   1.77720703e-01
   -1.84167755e-01  -9.95441093e-02  -1.55832312e-01   1.21649008e-01
    2.00031251e-02   3.30995606e-01]
 [  1.13348615e-02   1.11359070e-01  -1.98812651e-02   4.82530113e-02
    5.55553882e-02  -7.11685323e-03   3.44809575e-01   4.03471975e-02
    1.46588618e-01  -2.44687876e-02]
 [  2.29613352e-01   5.66989367e-01   1.04448613e-02  -5.95679013e-02
    9.13216663e-01  -3.12728458e-02  -1.13374679e+00  -4.38351358e-02
    8.51601722e-02   3.32981155e-01]
 [  2.41917536e-02  -5.04869840e-01  -1.96884490e-01   2.39189115e-01
   -2.02623515e-01   1.51504298e-01   3.43265905e-01   6.05870379e-02
    1.11852302e-01   3.07050776e-01]
 [ -5.78087876e-02  -1.03020254e-02  -1.44222415e-01   4.86362248e-02
   -1.73635847e-01  -1.85155928e-01   1.88269518e-01  -1.14298009e-01
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    1.87566701e-01   2.08255476e-02]
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[[ 0.61732836]
 [ 1.93170831]
 [ 0.21132941]
 [ 0.94305144]
 [-2.97024202]
 [-0.37079558]
 [-1.94054206]
 [ 0.06153861]
 [ 0.66661204]
 [ 0.85334282]]
Progress: 76.8% ... Training loss: 0.239 ... Validation loss: 0.410[[  2.35937455e-01   5.79720977e-01  -7.64885911e-02   1.80079315e-01
   -1.85130235e-01  -1.00386144e-01  -1.59459076e-01   1.21806216e-01
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    8.70565747e-02   3.35387050e-01]
 [  2.48667311e-02  -5.02523122e-01  -1.96661396e-01   2.40399739e-01
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   -8.04283609e-03  -7.70246509e-02]
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 [ -2.97302275e-01  -4.46582871e-03   3.22404570e-02   4.23301392e-02
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 [ -8.79761322e-02  -9.43003080e-02   1.26534663e-01   1.25315873e-01
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    1.86712926e-01   1.96587994e-02]
 [ -1.19250497e-01  -2.90669806e-01   1.48864127e-01  -4.73065928e-01
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   -1.02356311e-01   9.39897842e-02]]
[[ 0.61937511]
 [ 1.93225477]
 [ 0.20901204]
 [ 0.94105949]
 [-2.97305098]
 [-0.37337456]
 [-1.94644007]
 [ 0.05973186]
 [ 0.66556565]
 [ 0.85250815]]
Progress: 76.8% ... Training loss: 0.239 ... Validation loss: 0.408[[  2.34042794e-01   5.75608503e-01  -7.71574612e-02   1.76793621e-01
   -1.76716148e-01  -9.92070203e-02  -1.54976731e-01   1.21607733e-01
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 [  2.32287679e-01   5.70784772e-01   1.13009180e-02  -5.57275446e-02
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    8.79038147e-02   3.36701331e-01]
 [  2.53085917e-02  -4.97697865e-01  -1.96403585e-01   2.41390211e-01
   -2.09948671e-01   1.51003365e-01   3.36036047e-01   6.06817422e-02
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 [ -5.96064183e-02  -1.45972249e-02  -1.44744811e-01   4.58976812e-02
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   -1.93796301e-01  -8.12471691e-02]
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   -5.16760351e-02  -6.13506850e-02]
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   -1.79141671e-01  -2.18524668e-01]
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 [  6.05396933e-02   9.69060298e-02   2.59642041e-01   2.58530925e-01
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   -2.22367827e-02   1.71667850e-01]
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   -5.77552118e-02  -2.49617289e-02]
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   -5.87356113e-02   3.33028075e-03]
 [ -2.98566845e-01  -7.81073659e-03   3.17889735e-02   4.03264908e-02
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 [  2.49911775e-01  -2.34729868e-01   7.99104344e-02   3.68785285e-02
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    1.54369956e-01  -1.16689232e-01]
 [ -8.80436820e-02  -9.43911708e-02   1.26526564e-01   1.25265657e-01
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    1.86653874e-01   1.95640652e-02]
 [ -1.19745950e-01  -2.91432603e-01   1.48671748e-01  -4.73917112e-01
   -6.17361581e-01   1.79058586e-01   2.32360117e-01  -1.36272460e-01
   -1.02895790e-01   9.33423805e-02]]
[[ 0.60994892]
 [ 1.9271981 ]
 [ 0.20157983]
 [ 0.93044872]
 [-2.97710331]
 [-0.38155229]
 [-1.96061518]
 [ 0.05058883]
 [ 0.65744261]
 [ 0.84258703]]
Progress: 76.8% ... Training loss: 0.239 ... Validation loss: 0.412[[  2.34094690e-01   5.76006235e-01  -7.71438211e-02   1.76813642e-01
   -1.73356815e-01  -9.90718147e-02  -1.53933454e-01   1.21606301e-01
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 [  1.09772771e-02   1.09238965e-01  -2.00219470e-02   4.75978188e-02
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 [  2.29678618e-01   5.62480552e-01   1.04097983e-02  -5.96307635e-02
    9.20768862e-01  -3.10636164e-02  -1.13438690e+00  -4.38040987e-02
    8.48576990e-02   3.32595216e-01]
 [  2.75657001e-02  -4.94386729e-01  -1.95703321e-01   2.44734102e-01
   -2.23600597e-01   1.49654080e-01   3.34155665e-01   6.08766430e-02
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 [ -5.80806504e-02  -9.96839908e-03  -1.44169889e-01   4.87211577e-02
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   -1.91829536e-01  -7.88890311e-02]
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   -3.96037825e-01   4.03412111e-02   3.98414509e-01  -4.30934149e-02
   -5.08428108e-02  -6.02017894e-02]
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   -1.78372535e-01  -2.17543456e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.92105148e-01  -1.14645776e-01]
 [  7.84113024e-02  -2.61465506e-01  -3.12195996e-02   7.99875986e-02
   -6.12015179e-02  -8.03616599e-02   3.15688641e-01  -5.99660380e-04
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 [  2.61974634e-02  -1.66226183e-01  -2.14966902e-01   1.24006663e-01
   -7.02921848e-02   8.30732149e-02  -1.40518374e-03  -2.12941758e-02
   -9.88662666e-02  -1.35444891e-02]
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 [  7.43380822e-02  -3.04738040e-02   8.93862852e-02   8.97480144e-02
   -9.65854182e-02  -1.95464997e-02   1.22539956e-01   1.19116199e-01
   -1.76998400e-02  -4.35419818e-02]
 [  9.77698689e-03  -2.07726727e-01  -2.96454864e-01  -6.26001030e-02
   -7.53441302e-02  -9.19526289e-02   2.48613847e-02   1.60546583e-01
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 [  5.70245427e-02  -9.22132245e-02  -1.11271213e-01   6.40114590e-02
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   -1.44463016e-01  -4.22088064e-02]
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   -1.74602181e-01  -3.75612511e-01]
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 [  1.67362830e-02  -5.90581580e-01  -4.33308969e-02  -9.99752699e-02
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   -3.60228847e-01  -2.13600557e-01]
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   -7.17846542e-02   8.91432489e-02]
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   -8.65098602e-02  -1.29089402e-01]
 [ -2.22047544e-01  -4.10693474e-01   2.46760725e-01  -2.58398672e-01
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   -2.70380834e-01  -3.78303116e-02]
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   -3.58408979e-02  -1.47268909e-01]
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 [  3.90002361e-01   4.56169991e-01  -6.74779115e-02   3.32260561e-01
   -9.41160702e-01  -2.99167258e-01  -5.76735273e-01   1.79828736e-01
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 [  6.08325736e-02   9.74697724e-02   2.59724335e-01   2.58874183e-01
   -7.75770784e-03  -2.04303205e-01  -1.81309641e-01  -1.32104427e-01
   -1.23549785e-01  -2.75036453e-01]
 [  2.16738012e-02  -1.26010201e-01  -1.22294046e-01  -6.41234543e-02
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 [  1.83436553e-02  -3.34700824e-02  -6.38817958e-02  -3.57969014e-02
   -1.17905449e-02  -1.90095415e-01   1.18408996e-02   1.07452628e-02
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 [  4.22503752e-02   1.41675670e-01   2.47336864e-01   8.65486444e-02
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   -1.77273295e-01   1.21575110e-01]
 [  8.58383365e-02   8.69806411e-02   1.09890627e-01   1.30297140e-02
   -1.96070826e-01   5.92481841e-02  -1.90102847e-02  -2.71434585e-01
   -8.39062635e-03  -7.74440798e-02]
 [ -3.73167957e-03   1.46451370e-01   8.54499822e-02  -3.86522507e-02
   -4.17415294e-02   1.75163118e-01   1.88839325e-02   1.17686776e-01
   -2.04840595e-02   1.74039011e-01]
 [  2.26376831e-01   1.03801668e-01   2.80225242e-02   7.07627094e-02
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   -5.82518357e-02  -2.55882716e-02]
 [  5.17492294e-02   8.16728664e-02   1.92003101e-02   4.82785226e-02
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 [  6.34332756e-02   4.71164703e-01   1.30246818e-01   4.56586595e-01
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 [  2.10162427e-01   2.98737119e-01   2.35803357e-01   1.11457468e-01
   -6.46532808e-01   9.66833459e-02  -1.66591029e-01   1.58708605e-01
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 [ -8.62545180e-02   2.44898982e-01   2.36097443e-01  -8.74726284e-04
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   -4.56925261e-02   3.37259713e-02]
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   -2.89114255e-01  -1.08855852e-01]
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   -2.13189973e-01   2.74353973e-02]
 [  8.30852649e-03  -4.68840498e-01  -1.29008084e-01  -1.65230442e-01
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   -1.67594063e-01  -2.24322304e-01]
 [  6.49293026e-03  -4.38386666e-01  -1.98848536e-01  -1.82965809e-01
   -4.96984399e-01   1.24358266e-02   3.25505401e-01  -1.71025133e-01
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 [ -7.58158649e-02  -2.92910505e-02   2.81737691e-01   6.76720374e-02
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   -5.91008698e-02   2.79678914e-03]
 [ -2.97711778e-01  -5.75039578e-03   3.20714250e-02   4.16321332e-02
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   -3.09742653e-02   1.29881330e-01]
 [  1.72705434e-01  -4.64680384e-02  -2.19736869e-01  -1.85869647e-02
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    3.82817830e-02  -1.38978735e-01]
 [  2.50665389e-01  -2.33075438e-01   8.01578605e-02   3.79859972e-02
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    1.55137266e-01  -1.15705809e-01]
 [ -8.85495202e-02  -9.60964248e-02   1.26353464e-01   1.24486296e-01
    2.82275740e-02  -1.22203104e-01   1.99224435e-01  -7.87330434e-02
    1.86107782e-01   1.89338827e-02]
 [ -1.20613698e-01  -2.93658393e-01   1.48398579e-01  -4.75182034e-01
   -6.13221058e-01   1.79619930e-01   2.34359871e-01  -1.36347724e-01
   -1.03923839e-01   9.23454696e-02]]
[[ 0.61287758]
 [ 1.92673052]
 [ 0.20299385]
 [ 0.93885724]
 [-2.98070011]
 [-0.37641733]
 [-1.9491781 ]
 [ 0.05471983]
 [ 0.66246849]
 [ 0.84674769]]
Progress: 76.9% ... Training loss: 0.237 ... Validation loss: 0.412[[  2.32300913e-01   5.72290941e-01  -7.77596229e-02   1.74007004e-01
   -1.67840674e-01  -9.79607250e-02  -1.49033639e-01   1.21451068e-01
    1.70772292e-02   3.27721669e-01]
 [  1.09772771e-02   1.09238965e-01  -2.00219470e-02   4.75978188e-02
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    1.46313008e-01  -2.48115113e-02]
 [  2.31629930e-01   5.69002190e-01   1.09998106e-02  -5.70639761e-02
    9.11335104e-01  -3.21710847e-02  -1.13870046e+00  -4.36421931e-02
    8.66670099e-02   3.35091685e-01]
 [  2.59859908e-02  -4.95473103e-01  -1.96143641e-01   2.43241730e-01
   -2.14874354e-01   1.50721212e-01   3.36328672e-01   6.07365271e-02
    1.13633581e-01   3.10190732e-01]
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 [ -8.76069695e-02  -9.33681272e-02   1.26676789e-01   1.25869633e-01
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    1.87024801e-01   2.01472477e-02]
 [ -1.19175710e-01  -2.89523445e-01   1.48888149e-01  -4.73127650e-01
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   -1.02285567e-01   9.42113556e-02]]
[[ 0.6135306 ]
 [ 1.92962662]
 [ 0.20467427]
 [ 0.93548672]
 [-2.97931344]
 [-0.37582643]
 [-1.95529848]
 [ 0.05645052]
 [ 0.66351133]
 [ 0.84756089]]
Progress: 77.0% ... Training loss: 0.237 ... Validation loss: 0.411[[  2.35131928e-01   5.79718228e-01  -7.67888179e-02   1.78251249e-01
   -1.76377237e-01  -9.93993067e-02  -1.54742149e-01   1.21703093e-01
    2.01678929e-02   3.31539476e-01]
 [  1.08338918e-02   1.09034179e-01  -2.00713386e-02   4.73887014e-02
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    1.46146937e-01  -2.50189177e-02]
 [  2.32095330e-01   5.68428673e-01   1.11012250e-02  -5.66400162e-02
    9.07083438e-01  -3.23112130e-02  -1.13839936e+00  -4.35926338e-02
    8.71708246e-02   3.35894408e-01]
 [  2.05735368e-02  -5.09426333e-01  -1.98044687e-01   2.34963404e-01
   -2.04451148e-01   1.53692276e-01   3.49366035e-01   6.02479230e-02
    1.07683592e-01   3.02941046e-01]
 [ -6.01568519e-02  -1.77550307e-02  -1.44881737e-01   4.54642742e-02
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   -1.93972821e-01  -8.22441144e-02]
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   -4.98994860e-02  -5.92847049e-02]
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   -2.16716173e-01   6.58265654e-02  -1.33996537e-02  -3.13318281e-02
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   -1.78296839e-01  -2.17509366e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.91305287e-01  -1.13843764e-01]
 [  7.84626240e-02  -2.60996514e-01  -3.11881953e-02   8.00883311e-02
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 [  2.62904148e-02  -1.66261596e-01  -2.14950575e-01   1.24050903e-01
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   -9.87793097e-02  -1.34372121e-02]
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   -1.73876324e-02  -4.31406554e-02]
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   -8.06791926e-02  -9.26186273e-02   2.25461495e-02   1.60648569e-01
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   -1.44905389e-01  -4.26356503e-02]
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 [ -8.77518320e-02  -9.42428560e-02   1.26632856e-01   1.25595993e-01
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    1.86875482e-01   1.99736272e-02]
 [ -1.19213647e-01  -2.88978570e-01   1.48832642e-01  -4.73651889e-01
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   -1.02370865e-01   9.41562843e-02]]
[[ 0.62404055]
 [ 1.94207637]
 [ 0.21734027]
 [ 0.94673068]
 [-2.97450142]
 [-0.36867409]
 [-1.94574037]
 [ 0.06479627]
 [ 0.67380488]
 [ 0.85747924]]
Progress: 77.0% ... Training loss: 0.241 ... Validation loss: 0.409[[  2.32845429e-01   5.72894542e-01  -7.77044477e-02   1.74464582e-01
   -1.65648303e-01  -9.78676013e-02  -1.49629602e-01   1.21444000e-01
    1.74221554e-02   3.27995746e-01]
 [  1.03482897e-02   1.07474473e-01  -2.02544430e-02   4.66473824e-02
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 [  2.29841040e-01   5.59111406e-01   1.02216925e-02  -6.02220566e-02
    9.22419412e-01  -3.09038807e-02  -1.13296719e+00  -4.38701692e-02
    8.43848239e-02   3.32315497e-01]
 [  2.60896311e-02  -4.92763167e-01  -1.96045317e-01   2.43555618e-01
   -2.26216070e-01   1.50421424e-01   3.37010935e-01   6.08454438e-02
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 [ -5.94146326e-02  -1.56075253e-02  -1.44596652e-01   4.64499450e-02
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   -1.93122284e-01  -8.10317383e-02]
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   -5.05406901e-02  -6.02338426e-02]
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   -1.78460171e-01  -2.17701340e-01]
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   -1.81930290e-02  -4.41308676e-02]
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   -1.75080176e-01  -3.76220744e-01]
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   -5.71771853e-02  -2.42258775e-02]
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   -6.01300335e-02   1.37092651e-03]
 [ -2.97213248e-01  -5.56823015e-03   3.21936595e-02   4.22695334e-02
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 [ -8.79924754e-02  -9.51847270e-02   1.26530350e-01   1.25155933e-01
    2.77680223e-02  -1.22446291e-01   1.97645855e-01  -7.86938316e-02
    1.86552750e-01   1.95613005e-02]
 [ -1.20583442e-01  -2.92344121e-01   1.48336509e-01  -4.75591543e-01
   -6.18925557e-01   1.79617765e-01   2.33279577e-01  -1.36382992e-01
   -1.03878415e-01   9.21234895e-02]]
[[ 0.60438351]
 [ 1.92467187]
 [ 0.19689593]
 [ 0.93226804]
 [-2.99035181]
 [-0.38380462]
 [-1.96074007]
 [ 0.04887624]
 [ 0.65602247]
 [ 0.84083484]]
Progress: 77.0% ... Training loss: 0.241 ... Validation loss: 0.415[[  2.34458534e-01   5.77681490e-01  -7.71904173e-02   1.76949693e-01
   -1.76283883e-01  -9.88776568e-02  -1.53834907e-01   1.21562121e-01
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    1.46127985e-01  -2.52505087e-02]
 [  2.31634107e-01   5.64879007e-01   1.07921689e-02  -5.73651247e-02
    9.14505388e-01  -3.20081172e-02  -1.13877683e+00  -4.37375739e-02
    8.63371872e-02   3.34949429e-01]
 [  2.53598107e-02  -4.95692752e-01  -1.96326565e-01   2.42763096e-01
   -2.19144241e-01   1.50892614e-01   3.39709158e-01   6.08006680e-02
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   -1.95289548e-01  -8.38945080e-02]
 [ -3.98201410e-01  -6.77399756e-01  -3.06234836e-01   1.28040776e-01
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   -4.93086529e-02  -5.86087555e-02]
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   -1.78424358e-01  -2.17531713e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.91983669e-01  -1.14726445e-01]
 [  7.76764000e-02  -2.63223457e-01  -3.14809111e-02   7.87540920e-02
   -6.05631580e-02  -7.99528188e-02   3.16757145e-01  -6.81767989e-04
   -4.76304372e-04  -3.32874373e-02]
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   -9.78321172e-02  -1.22029706e-02]
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 [  7.34314883e-02  -3.56221690e-02   8.89967345e-02   8.81938061e-02
   -9.37333726e-02  -1.88242661e-02   1.26202975e-01   1.19019405e-01
   -1.88091968e-02  -4.48123770e-02]
 [  1.00436844e-02  -2.08142505e-01  -2.96416428e-01  -6.20097880e-02
   -7.77491108e-02  -9.22145853e-02   2.24038845e-02   1.60546160e-01
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 [  5.56362632e-02  -9.61169084e-02  -1.11832243e-01   6.14687277e-02
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   -1.46199064e-01  -4.42063759e-02]
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   -1.74920044e-01  -3.76055992e-01]
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 [  1.68904148e-02  -5.90591668e-01  -4.33007528e-02  -9.97752524e-02
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   -3.60090515e-01  -2.13398309e-01]
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   -7.18076358e-02   8.91967028e-02]
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   -8.65379766e-02  -1.29059084e-01]
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   -2.70318374e-01  -3.77498496e-02]
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   -3.58205507e-02  -1.47203990e-01]
 [  7.56992046e-02   2.69052211e-01   1.51370907e-01  -1.35411166e-01
   -1.59099969e-01   6.67110232e-02  -1.43906141e-01   2.77727598e-01
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 [  3.88603554e-01   4.50988609e-01  -6.80283796e-02   3.29752560e-01
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 [  6.05210293e-02   9.61780804e-02   2.59614749e-01   2.58346970e-01
   -5.21574081e-03  -2.04162255e-01  -1.80139433e-01  -1.32139707e-01
   -1.23848543e-01  -2.75579004e-01]
 [  2.09778898e-02  -1.28173595e-01  -1.22533792e-01  -6.52285535e-02
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 [  1.85461509e-02  -3.24574580e-02  -6.38493670e-02  -3.57152515e-02
   -1.18754414e-02  -1.90157130e-01   1.00559430e-02   1.07383229e-02
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 [  4.06075917e-02   1.37208598e-01   2.46721341e-01   8.39318350e-02
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   -1.79212920e-01   1.19149291e-01]
 [  8.72114514e-02   9.12498791e-02   1.10366351e-01   1.50933606e-02
   -2.00739534e-01   5.82629540e-02  -2.28995407e-02  -2.71335542e-01
   -6.90797535e-03  -7.55622195e-02]
 [ -1.49864511e-03   1.51706107e-01   8.61168850e-02  -3.56828382e-02
   -4.95802305e-02   1.73823944e-01   1.38433113e-02   1.17869020e-01
   -1.80144949e-02   1.76964246e-01]
 [  2.27431822e-01   1.06604005e-01   2.83373337e-02   7.20555260e-02
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   -5.72651009e-02  -2.43386912e-02]
 [  5.11978467e-02   8.04168059e-02   1.90115077e-02   4.73837755e-02
   -4.72105006e-01  -1.26739322e-01  -2.66585935e-01   4.10762239e-02
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 [  6.67426704e-02   4.79333061e-01   1.31444524e-01   4.62107570e-01
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   -1.33625061e+00  -7.14504168e-02  -3.65095565e-01   1.49602874e-01
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   -6.43871993e-01   9.74041121e-02  -1.63648669e-01   1.58603451e-01
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 [ -8.69380573e-02   2.43440288e-01   2.35838368e-01  -1.94812060e-03
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   -4.64813321e-02   3.27817658e-02]
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   -2.89154891e-01  -1.08918925e-01]
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   -2.13778515e-01   2.66559807e-02]
 [  8.64130567e-03  -4.68615848e-01  -1.28906432e-01  -1.64725667e-01
    3.59061670e-01   2.45657403e-02   2.07792895e-01   1.51818883e-01
   -1.67230950e-01  -2.23873995e-01]
 [  5.85398255e-03  -4.41570542e-01  -1.99114820e-01  -1.83965634e-01
   -4.97296842e-01   1.27949704e-02   3.27836033e-01  -1.71088524e-01
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 [ -7.67286950e-02  -3.27563202e-02   2.81393579e-01   6.64034432e-02
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   -6.00563423e-02   1.49788212e-03]
 [ -2.97188772e-01  -5.69901399e-03   3.21990072e-02   4.22880138e-02
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   -3.04135197e-02   1.30752302e-01]
 [  1.72943925e-01  -4.64964889e-02  -2.19681189e-01  -1.79038301e-02
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    3.83696955e-02  -1.38834184e-01]
 [  2.50573096e-01  -2.34226317e-01   8.00966874e-02   3.78823035e-02
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    1.54865386e-01  -1.15998556e-01]
 [ -8.79812801e-02  -9.60633607e-02   1.26520442e-01   1.25165792e-01
    2.75393994e-02  -1.22453141e-01   1.98140334e-01  -7.86963486e-02
    1.86511425e-01   1.96039033e-02]
 [ -1.19162637e-01  -2.88484844e-01   1.48795235e-01  -4.73692427e-01
   -6.27928452e-01   1.78736836e-01   2.29621289e-01  -1.36289288e-01
   -1.02275906e-01   9.41419603e-02]]
[[ 0.61550397]
 [ 1.93389608]
 [ 0.20772121]
 [ 0.94052218]
 [-2.98181201]
 [-0.37230312]
 [-1.95129601]
 [ 0.05862915]
 [ 0.66827792]
 [ 0.85270679]]
Progress: 77.1% ... Training loss: 0.237 ... Validation loss: 0.410[[  2.33569746e-01   5.75525891e-01  -7.74965074e-02   1.75575464e-01
   -1.74517034e-01  -9.82767424e-02  -1.50303567e-01   1.21475129e-01
    1.82401599e-02   3.29064243e-01]
 [  1.09044824e-02   1.08861532e-01  -2.00290251e-02   4.78266538e-02
    5.44930056e-02  -6.89255385e-03   3.47089544e-01   4.03021724e-02
    1.46609275e-01  -2.47462128e-02]
 [  2.28250514e-01   5.55293473e-01   9.61756109e-03  -6.24222361e-02
    9.22795319e-01  -3.01038050e-02  -1.12877068e+00  -4.40484142e-02
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    1.86157349e-01   1.92084212e-02]
 [ -1.20311802e-01  -2.91262463e-01   1.48388424e-01  -4.75459080e-01
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[[ 0.60251499]
 [ 1.92696873]
 [ 0.19787856]
 [ 0.93012862]
 [-2.98399189]
 [-0.38284232]
 [-1.95724016]
 [ 0.04950558]
 [ 0.65582323]
 [ 0.83967473]]
Progress: 77.2% ... Training loss: 0.240 ... Validation loss: 0.415[[  2.32513433e-01   5.72809230e-01  -7.78621520e-02   1.73725363e-01
   -1.68178108e-01  -9.75535478e-02  -1.45639873e-01   1.21380639e-01
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    8.26674589e-02   3.30424685e-01]
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   -1.78785288e-01  -2.17890092e-01]
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   -1.92759848e-02  -4.55021702e-02]
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   -7.72909697e-02  -9.20020049e-02   2.35834245e-02   1.60513598e-01
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   -1.48081462e-01  -4.64140015e-02]
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 [ -1.19634921e-01  -2.89595284e-01   1.48615888e-01  -4.74519279e-01
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   -1.02889376e-01   9.34216551e-02]]
[[ 0.60429514]
 [ 1.92884826]
 [ 0.20194325]
 [ 0.93420304]
 [-2.98193703]
 [-0.37858781]
 [-1.95121965]
 [ 0.05110878]
 [ 0.65956338]
 [ 0.84343884]]
Progress: 77.2% ... Training loss: 0.238 ... Validation loss: 0.413[[  2.34469385e-01   5.79054408e-01  -7.71673284e-02   1.76577536e-01
   -1.73366677e-01  -9.87874489e-02  -1.50875004e-01   1.21534540e-01
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    8.03185705e-02   3.27518517e-01]
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   -2.18557145e-01   1.52420403e-01   3.47161041e-01   6.05618149e-02
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   -4.72614131e-02  -5.63892222e-02]
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   -1.79015326e-01  -2.18269498e-01]
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   -5.69935534e-02  -2.40574786e-02]
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   -6.47432409e-01   9.70119191e-02  -1.65417178e-01   1.58658809e-01
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 [  3.60139965e-03  -4.49348347e-01  -1.99883695e-01  -1.87856912e-01
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 [ -7.69348028e-02  -3.52420277e-02   2.81349151e-01   6.63492659e-02
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   -6.00058605e-02   1.40109224e-03]
 [ -2.96343254e-01  -4.12127015e-03   3.25380354e-02   4.38322674e-02
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 [  2.50933202e-01  -2.33703984e-01   8.02259847e-02   3.82600558e-02
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    1.55287700e-01  -1.15304886e-01]
 [ -8.78730572e-02  -9.54950589e-02   1.26553463e-01   1.25308977e-01
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    1.86553671e-01   1.96409944e-02]
 [ -1.19597641e-01  -2.88689601e-01   1.48646401e-01  -4.74346166e-01
   -6.29811948e-01   1.78985791e-01   2.30566209e-01  -1.36354093e-01
   -1.02692040e-01   9.33972398e-02]]
[[ 0.60739279]
 [ 1.92884016]
 [ 0.20602532]
 [ 0.93962753]
 [-2.9824054 ]
 [-0.37421581]
 [-1.94284461]
 [ 0.05409225]
 [ 0.66187068]
 [ 0.84622165]]
Progress: 77.2% ... Training loss: 0.237 ... Validation loss: 0.414[[  2.34919261e-01   5.80904028e-01  -7.70409514e-02   1.77168845e-01
   -1.72391266e-01  -9.90585021e-02  -1.53311949e-01   1.21567673e-01
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    1.46834370e-01  -2.45140902e-02]
 [  2.26456683e-01   5.50052983e-01   8.79522767e-03  -6.60119117e-02
    9.28376124e-01  -2.88945037e-02  -1.12845254e+00  -4.42442928e-02
    8.04381615e-02   3.27984679e-01]
 [  2.17400861e-02  -5.04798117e-01  -1.97568844e-01   2.37492784e-01
   -2.16091113e-01   1.53426451e-01   3.49151495e-01   6.04108466e-02
    1.09189526e-01   3.05604606e-01]
 [ -6.25682570e-02  -1.96136675e-02  -1.45683168e-01   4.10963144e-02
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   -1.96891204e-01  -8.59452810e-02]
 [ -3.97029369e-01  -6.74458826e-01  -3.05737695e-01   1.30120470e-01
   -4.05359981e-01   3.86275487e-02   3.91875971e-01  -4.28965837e-02
   -4.80198090e-02  -5.74074172e-02]
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   -2.13771113e-01  -6.84213747e-02   1.74350586e-01  -1.95545597e-01
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   -2.77548913e-01  -3.99777865e-02   1.22735343e-01   1.10609833e-01
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   -2.20164940e-01   6.54160333e-02  -1.39665533e-02  -3.12974495e-02
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   -1.79827785e-01  -2.19305276e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -1.92513728e-01  -6.14213378e-02   1.05737019e-01  -2.62922019e-01
   -2.90700291e-01  -1.13133192e-01]
 [  7.81300376e-02  -2.62403993e-01  -3.12918949e-02   7.96646295e-02
   -6.38690496e-02  -8.02617208e-02   3.16129145e-01  -6.43091064e-04
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 [  2.80940067e-02  -1.62223227e-01  -2.14405486e-01   1.26788769e-01
   -7.38979115e-02   8.20674252e-02  -6.26576992e-03  -2.11304782e-02
   -9.68791825e-02  -1.11060351e-02]
 [ -1.17548890e-01  -1.08513947e-01  -1.99990717e-01   1.61188851e-01
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 [ -5.44060468e-02  -1.12288454e-01   2.80416347e-01   1.16646279e-01
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 [  7.30436293e-02  -3.74391474e-02   8.88824268e-02   8.76305464e-02
   -9.29761308e-02  -1.85758513e-02   1.27523269e-01   1.18993723e-01
   -1.92161016e-02  -4.53915976e-02]
 [  9.32262606e-03  -2.11288257e-01  -2.96708874e-01  -6.32138755e-02
   -7.55251563e-02  -9.17573997e-02   2.25310820e-02   1.60469488e-01
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 [  5.47224735e-02  -9.94847342e-02  -1.12167006e-01   5.99302326e-02
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   -1.47339802e-01  -4.54917595e-02]
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   -1.56241067e-01  -3.28710203e-01   1.44045867e-01   7.37732744e-03
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   -1.26117927e-01  -2.00359165e-01   1.35706857e-02  -2.18819140e-02
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   -3.76914875e-01   3.88515284e-03   9.22733830e-02  -2.69754667e-02
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   -1.74445949e-01  -3.75460953e-01]
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 [  1.76940620e-02  -5.90432172e-01  -4.30460173e-02  -9.85882319e-02
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   -3.59259382e-01  -2.12387161e-01]
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   -7.06852653e-02   9.07608731e-02]
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   -8.64884543e-02  -1.29054285e-01]
 [ -2.21723426e-01  -4.10792196e-01   2.46862629e-01  -2.57893659e-01
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   -2.70019411e-01  -3.73429639e-02]
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   -3.67074781e-02  -1.48344783e-01]
 [  7.42302472e-02   2.65727463e-01   1.50894963e-01  -1.37684970e-01
   -1.55046206e-01   6.76402621e-02  -1.39780534e-01   2.77598141e-01
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 [  3.86587416e-01   4.44134592e-01  -6.87637555e-02   3.26161283e-01
   -9.33023920e-01  -2.96908091e-01  -5.66290162e-01   1.79485829e-01
    4.25285836e-01   2.72007073e-02]
 [  6.14298010e-02   9.81313314e-02   2.59924238e-01   2.59682911e-01
   -7.63167779e-03  -2.04703911e-01  -1.82225539e-01  -1.32060715e-01
   -1.22836962e-01  -2.74351371e-01]
 [  2.19798393e-02  -1.26168308e-01  -1.22206885e-01  -6.37302975e-02
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 [  1.86850079e-02  -3.23513174e-02  -6.37844290e-02  -3.54079019e-02
   -1.16419845e-02  -1.90296332e-01   9.31818606e-03   1.07565592e-02
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 [  4.07040951e-02   1.37448113e-01   2.46757208e-01   8.40686803e-02
   -1.86404773e-01  -1.45962173e-01   2.65458501e-02   3.94992796e-02
   -1.79167056e-01   1.19126047e-01]
 [  8.71698199e-02   9.12180992e-02   1.10328471e-01   1.47349710e-02
   -1.98746095e-01   5.82878022e-02  -2.36302441e-02  -2.71369933e-01
   -7.08709409e-03  -7.57914046e-02]
 [ -1.75558029e-03   1.51158894e-01   8.59893309e-02  -3.63227987e-02
   -4.79589489e-02   1.73998338e-01   1.40643789e-02   1.17841638e-01
   -1.84730286e-02   1.76424703e-01]
 [  2.27985543e-01   1.08064390e-01   2.85231919e-02   7.29481081e-02
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   -5.66625342e-02  -2.36179447e-02]
 [  5.19228501e-02   8.36287602e-02   1.92413274e-02   4.83685193e-02
   -4.75494122e-01  -1.27237443e-01  -2.68356025e-01   4.11352855e-02
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 [  6.49632503e-02   4.74659891e-01   1.30851227e-01   4.59677123e-01
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 [  2.09131807e-01   2.96435173e-01   2.35473525e-01   1.10428321e-01
   -6.46017880e-01   9.72775134e-02  -1.64148447e-01   1.58619277e-01
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 [ -8.71371011e-02   2.42738101e-01   2.35775220e-01  -2.25408787e-03
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   -4.66880793e-02   3.24841107e-02]
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   -2.88351238e-01  -1.07920177e-01]
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   -2.13286393e-01   2.72809231e-02]
 [  8.61302562e-03  -4.68729631e-01  -1.28903322e-01  -1.64719162e-01
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   -1.67225569e-01  -2.23900207e-01]
 [  5.68724103e-03  -4.43614297e-01  -1.99191979e-01  -1.84655129e-01
   -5.01110441e-01   1.30587748e-02   3.29451314e-01  -1.71154467e-01
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 [ -7.86867715e-02  -4.02204648e-02   2.80769575e-01   6.37743596e-02
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   -6.18723787e-02  -9.91061356e-04]
 [ -2.96364387e-01  -4.44551843e-03   3.25151229e-02   4.36979189e-02
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   -2.94887310e-02   1.31834243e-01]
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    1.07456938e-01  -3.20250021e-01   4.74976405e-02  -1.63035785e-01
    3.90604107e-02  -1.38136999e-01]
 [  2.51930198e-01  -2.30557835e-01   8.06048834e-02   4.00775183e-02
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    1.56460298e-01  -1.13745366e-01]
 [ -8.83042860e-02  -9.70773219e-02   1.26406695e-01   1.24618135e-01
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    1.86089958e-01   1.91408257e-02]
 [ -1.19066082e-01  -2.87647397e-01   1.48765728e-01  -4.73855106e-01
   -6.30487032e-01   1.78720341e-01   2.28421911e-01  -1.36320321e-01
   -1.02198194e-01   9.40409289e-02]]
[[ 0.61149525]
 [ 1.92930458]
 [ 0.2086952 ]
 [ 0.94004695]
 [-2.98062891]
 [-0.37111192]
 [-1.93934448]
 [ 0.05643027]
 [ 0.6651724 ]
 [ 0.84815916]]
Progress: 77.3% ... Training loss: 0.237 ... Validation loss: 0.414[[  2.34215084e-01   5.78172908e-01  -7.73226166e-02   1.75760233e-01
   -1.68668040e-01  -9.85720816e-02  -1.51093312e-01   1.21491612e-01
    1.88173040e-02   3.29373706e-01]
 [  1.02963415e-02   1.06155736e-01  -2.02319772e-02   4.69204813e-02
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 [ -8.85537250e-02  -9.80046444e-02   1.26327148e-01   1.24183179e-01
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    1.85826129e-01   1.88379368e-02]
 [ -1.20215939e-01  -2.92017074e-01   1.48319564e-01  -4.75784633e-01
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   -1.03559623e-01   9.23041299e-02]]
[[ 0.60662746]
 [ 1.92129905]
 [ 0.20314184]
 [ 0.93875305]
 [-2.98232258]
 [-0.37192114]
 [-1.93451083]
 [ 0.05496957]
 [ 0.66150486]
 [ 0.84602246]]
Progress: 77.3% ... Training loss: 0.239 ... Validation loss: 0.419[[  2.34337068e-01   5.77930890e-01  -7.72902303e-02   1.75863709e-01
   -1.63477385e-01  -9.86330914e-02  -1.50406790e-01   1.21515095e-01
    1.88758838e-02   3.29725600e-01]
 [  1.02630932e-02   1.06089893e-01  -2.02464341e-02   4.68593845e-02
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    1.46121386e-01  -2.55027759e-02]
 [  2.23825627e-01   5.41156592e-01   7.87376341e-03  -7.04107492e-02
    9.31648949e-01  -2.73320924e-02  -1.12622398e+00  -4.45183910e-02
    7.74760625e-02   3.24150076e-01]
 [  2.60548145e-02  -4.92108360e-01  -1.95959330e-01   2.44498644e-01
   -2.35138512e-01   1.50829424e-01   3.36996428e-01   6.08211461e-02
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 [ -5.90517050e-02  -7.99237588e-03  -1.44434953e-01   4.71300597e-02
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   -4.65434815e-02  -5.55701051e-02]
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   -1.80112690e-01  -2.19567696e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  2.89057968e-02  -1.60710998e-01  -2.14194458e-01   1.27937196e-01
   -7.40880633e-02   8.16050013e-02  -7.80594315e-03  -2.10559012e-02
   -9.60026523e-02  -9.91084702e-03]
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   -1.96647836e-02  -4.59274684e-02]
 [  9.29328464e-03  -2.12672591e-01  -2.96784587e-01  -6.35266083e-02
   -7.49201454e-02  -9.16614173e-02   2.14612027e-02   1.60451889e-01
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 [  5.50874454e-02  -9.81473748e-02  -1.12009328e-01   6.05576042e-02
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 [ -2.96279366e-01  -4.02741779e-03   3.25510923e-02   4.37001265e-02
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 [ -8.87801389e-02  -9.86353922e-02   1.26258934e-01   1.23878122e-01
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    1.85500599e-01   1.84887591e-02]
 [ -1.19543678e-01  -2.90214910e-01   1.48542032e-01  -4.74891262e-01
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   -1.02719884e-01   9.33237892e-02]]
[[ 0.60961798]
 [ 1.92265303]
 [ 0.20431235]
 [ 0.94132231]
 [-2.98222776]
 [-0.37087641]
 [-1.93077174]
 [ 0.05751649]
 [ 0.66326156]
 [ 0.84680478]]
Progress: 77.4% ... Training loss: 0.238 ... Validation loss: 0.417[[  2.36399087e-01   5.85154788e-01  -7.64926646e-02   1.79292783e-01
   -1.73774301e-01  -9.99615277e-02  -1.54461616e-01   1.21735484e-01
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 [  9.40118944e-03   1.03506096e-01  -2.05401108e-02   4.56108342e-02
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    1.45317158e-01  -2.64994413e-02]
 [  2.27823925e-01   5.50648259e-01   9.40191202e-03  -6.34881821e-02
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    8.25760554e-02   3.30028211e-01]
 [  1.93570319e-02  -5.07861555e-01  -1.98263951e-01   2.33816371e-01
   -2.06118434e-01   1.55001910e-01   3.52273580e-01   6.01469247e-02
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 [ -5.82116440e-02  -6.32677180e-03  -1.44130605e-01   4.85332939e-02
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   -4.71619780e-02  -5.62686233e-02]
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   -1.80265635e-01  -2.19877738e-01]
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   -9.59686227e-02  -9.80653352e-03]
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   -1.93272295e-02  -4.54782919e-02]
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   -7.63417643e-02  -9.18517769e-02   2.11032028e-02   1.60488036e-01
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   -1.73887561e-01  -3.74772405e-01]
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   -3.59555034e-01  -2.12732041e-01]
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   -7.13533221e-02   8.99584803e-02]
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   -8.63565287e-02  -1.28912255e-01]
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   -9.25436939e-01  -2.96375982e-01  -5.64200829e-01   1.79412538e-01
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 [  6.12971402e-02   9.73152455e-02   2.59850815e-01   2.59354540e-01
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   -1.77852306e-01   1.20698854e-01]
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   -7.12010391e-03  -7.59779475e-02]
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   -4.62465759e-02   1.74169439e-01   1.46145621e-02   1.17816614e-01
   -1.88170401e-02   1.76134990e-01]
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   -5.54317154e-02  -2.19851113e-02]
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   -6.29681959e-02  -2.33789259e-03]
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    1.58068146e-01  -1.11752285e-01]
 [ -8.86030068e-02  -9.83235954e-02   1.26319020e-01   1.24152147e-01
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    1.85702521e-01   1.87384357e-02]
 [ -1.18939559e-01  -2.87843393e-01   1.48751748e-01  -4.74169867e-01
   -6.35323583e-01   1.78643267e-01   2.27085956e-01  -1.36317690e-01
   -1.02041391e-01   9.41371307e-02]]
[[ 0.61862253]
 [ 1.93607445]
 [ 0.21162894]
 [ 0.9437952 ]
 [-2.9773371 ]
 [-0.36887009]
 [-1.93566965]
 [ 0.06228112]
 [ 0.6678489 ]
 [ 0.85267023]]
Progress: 77.5% ... Training loss: 0.238 ... Validation loss: 0.413[[  2.34698000e-01   5.81913144e-01  -7.70255166e-02   1.76739062e-01
   -1.68613315e-01  -9.89778483e-02  -1.52844739e-01   1.21561787e-01
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 [  9.43312857e-03   1.03558914e-01  -2.05280151e-02   4.56640585e-02
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    1.45353588e-01  -2.64526298e-02]
 [  2.28271497e-01   5.51977510e-01   9.48908607e-03  -6.33256527e-02
    9.16116581e-01  -3.01779123e-02  -1.13450459e+00  -4.40555513e-02
    8.28399379e-02   3.30689982e-01]
 [  2.19616220e-02  -4.98579440e-01  -1.97239690e-01   2.38390769e-01
   -2.16825234e-01   1.53364185e-01   3.44184049e-01   6.04322029e-02
    1.09416542e-01   3.05452058e-01]
 [ -5.97783978e-02  -8.47706026e-03  -1.44565595e-01   4.64091019e-02
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   -1.93841825e-01  -8.14684563e-02]
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   -4.00551861e-01   3.91430143e-02   3.94081516e-01  -4.29972989e-02
   -4.89418575e-02  -5.86605686e-02]
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   -1.80634115e-01  -2.20293178e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.91207843e-01  -1.13825243e-01]
 [  7.75797978e-02  -2.64694518e-01  -3.14896008e-02   7.87003577e-02
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   -5.71086948e-04  -3.37558135e-02]
 [  2.80574614e-02  -1.62292840e-01  -2.14466984e-01   1.26619153e-01
   -7.18214797e-02   8.20721275e-02  -7.02387595e-03  -2.11425839e-02
   -9.68552967e-02  -1.10656422e-02]
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 [  7.24663754e-02  -4.02509660e-02   8.86704879e-02   8.64267646e-02
   -9.18950497e-02  -1.81436070e-02   1.28051970e-01   1.18929178e-01
   -1.98869020e-02  -4.62359608e-02]
 [  1.00283665e-02  -2.10667798e-01  -2.96522904e-01  -6.25322861e-02
   -7.81023016e-02  -9.20676580e-02   2.03193366e-02   1.60523865e-01
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 [  5.55366634e-02  -9.63867257e-02  -1.11840590e-01   6.13476525e-02
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   -1.46441086e-01  -4.43584796e-02]
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   -1.73921964e-01  -3.74833136e-01]
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 [  1.75257506e-02  -5.91421825e-01  -4.31013184e-02  -9.88268698e-02
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   -3.59452645e-01  -2.12606510e-01]
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   -7.13229419e-02   9.00088221e-02]
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   -8.68928368e-02  -1.29544046e-01]
 [ -2.21382010e-01  -4.10608319e-01   2.46966193e-01  -2.57390304e-01
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   -2.69677214e-01  -3.68906141e-02]
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   -3.66765297e-02  -1.48236218e-01]
 [  7.44977022e-02   2.67913950e-01   1.51016820e-01  -1.37198455e-01
   -1.58566037e-01   6.74464396e-02  -1.42001285e-01   2.77625013e-01
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 [  3.85897878e-01   4.39522418e-01  -6.91051249e-02   3.24552008e-01
   -9.24565257e-01  -2.96254699e-01  -5.63327458e-01   1.79388539e-01
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 [  6.09252048e-02   9.65050944e-02   2.59726521e-01   2.58790898e-01
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   -1.23407072e-01  -2.75137888e-01]
 [  2.20759517e-02  -1.26940175e-01  -1.22208532e-01  -6.36228847e-02
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 [  1.86422273e-02  -3.27837358e-02  -6.38085108e-02  -3.55881236e-02
   -1.06997310e-02  -1.90311968e-01   9.37262583e-03   1.07526837e-02
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 [  4.25573497e-02   1.43096545e-01   2.47417429e-01   8.68395137e-02
   -1.94922510e-01  -1.47089231e-01   2.16099102e-02   3.96825550e-02
   -1.77172021e-01   1.21639388e-01]
 [  8.76601212e-02   9.22157476e-02   1.10457116e-01   1.51301359e-02
   -1.99396953e-01   5.80243256e-02  -2.54751128e-02  -2.71339904e-01
   -6.68223218e-03  -7.54586329e-02]
 [ -2.74888833e-03   1.48489205e-01   8.56365945e-02  -3.79770288e-02
   -4.28640513e-02   1.74634251e-01   1.60648411e-02   1.17737420e-01
   -1.96670497e-02   1.75133549e-01]
 [  2.27580493e-01   1.05918298e-01   2.83462468e-02   7.21285691e-02
    1.76095116e-02  -2.81803472e-02  -2.53928711e-01   1.47688116e-01
   -5.70851391e-02  -2.41442073e-02]
 [  5.17057259e-02   8.30520163e-02   1.91743090e-02   4.80726287e-02
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 [  6.46128451e-02   4.73504714e-01   1.30792406e-01   4.59435372e-01
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 [  2.08906646e-01   2.96982525e-01   2.35437055e-01   1.10303025e-01
   -6.46194019e-01   9.73827557e-02  -1.64607904e-01   1.58608044e-01
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   -4.69675473e-02   3.21449873e-02]
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   -2.88098452e-01  -1.07627245e-01]
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   -2.13089761e-01   2.75637404e-02]
 [  8.86881307e-03  -4.68174123e-01  -1.28808141e-01  -1.64333903e-01
    3.58120091e-01   2.44002582e-02   2.07252512e-01   1.51845168e-01
   -1.66947441e-01  -2.23568667e-01]
 [  5.82607871e-03  -4.43967615e-01  -1.99180262e-01  -1.84792902e-01
   -5.06134436e-01   1.30853234e-02   3.29199591e-01  -1.71167026e-01
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 [ -7.91656106e-02  -4.33182864e-02   2.80617149e-01   6.30565855e-02
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   -6.22335613e-02  -1.40208968e-03]
 [ -2.96693973e-01  -5.16040133e-03   3.23936882e-02   4.29677031e-02
    1.45825973e-01  -2.03863884e-01  -2.75797992e-02   2.37154829e-01
   -3.00289407e-02   1.31199776e-01]
 [  1.74202963e-01  -4.54477075e-02  -2.19267990e-01  -1.58247686e-02
    1.04900411e-01  -3.20680460e-01   4.43327279e-02  -1.62977450e-01
    3.97439035e-02  -1.37535693e-01]
 [  2.52724222e-01  -2.28914362e-01   8.09598398e-02   4.16916542e-02
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    1.57689610e-01  -1.12373634e-01]
 [ -8.89375063e-02  -9.95206372e-02   1.26193299e-01   1.23579546e-01
    3.03538838e-02  -1.21801598e-01   1.99707188e-01  -7.87934168e-02
    1.85308514e-01   1.82521697e-02]
 [ -1.19885231e-01  -2.89982063e-01   1.48431434e-01  -4.75665439e-01
   -6.35388852e-01   1.79204692e-01   2.29059602e-01  -1.36410847e-01
   -1.03123049e-01   9.27972998e-02]]
[[ 0.6111433 ]
 [ 1.92950965]
 [ 0.20490843]
 [ 0.93537694]
 [-2.98188692]
 [-0.37438737]
 [-1.94449618]
 [ 0.05517956]
 [ 0.66073367]
 [ 0.84556197]]
Progress: 77.5% ... Training loss: 0.236 ... Validation loss: 0.411[[  2.37852437e-01   5.92576199e-01  -7.58991035e-02   1.81892581e-01
   -1.81332643e-01  -1.01130288e-01  -1.61171101e-01   1.21871600e-01
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 [ -8.86719256e-02  -9.84239112e-02   1.26302015e-01   1.24044122e-01
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    1.85614012e-01   1.86816350e-02]
 [ -1.19850480e-01  -2.89053809e-01   1.48461445e-01  -4.75646232e-01
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   -1.03092764e-01   9.28149832e-02]]
[[ 0.62076901]
 [ 1.93775936]
 [ 0.21041259]
 [ 0.94264503]
 [-2.98204415]
 [-0.36823695]
 [-1.94082027]
 [ 0.06202466]
 [ 0.66892805]
 [ 0.85475646]]
Progress: 77.5% ... Training loss: 0.238 ... Validation loss: 0.413[[  2.36194081e-01   5.88252369e-01  -7.64878404e-02   1.78960107e-01
   -1.72804358e-01  -1.00069157e-01  -1.57432969e-01   1.21687110e-01
    2.13132901e-02   3.32623428e-01]
 [  8.30233533e-03   1.00723974e-01  -2.09421776e-02   4.38541910e-02
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    1.44157425e-01  -2.78498017e-02]
 [  2.26122564e-01   5.43619526e-01   8.74891274e-03  -6.67841686e-02
    9.25181481e-01  -2.91735338e-02  -1.13010684e+00  -4.42826309e-02
    8.06486276e-02   3.27803799e-01]
 [  2.21227748e-02  -4.95584381e-01  -1.97160729e-01   2.39129792e-01
   -2.23566810e-01   1.53302328e-01   3.44914131e-01   6.04563898e-02
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 [ -5.56511365e-02   4.32904803e-04  -1.43215199e-01   5.26090323e-02
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   -1.89892059e-01  -7.66511008e-02]
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   -4.87478385e-02  -5.85212278e-02]
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   -2.90774089e-01  -4.12828215e-02   1.17885834e-01   1.10769461e-01
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   -2.23085450e-01   6.55810938e-02  -1.20413090e-02  -3.13399630e-02
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   -1.80267944e-01  -2.19988612e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.90704247e-01  -3.32666490e-01   9.21938481e-02   2.03647572e-01
   -1.91147205e-01  -6.10089291e-02   1.07312865e-01  -2.62990178e-01
   -2.91478686e-01  -1.14194500e-01]
 [  7.73539250e-02  -2.65112929e-01  -3.15521233e-02   7.83000075e-02
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   -8.47527166e-04  -3.41005861e-02]
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   -7.32228468e-02   8.15354514e-02  -9.48947891e-03  -2.10536976e-02
   -9.58616659e-02  -9.88413197e-03]
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   -6.16721707e-02   1.33032014e-01  -2.37102176e-02  -2.51581514e-01
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 [  7.13075658e-02  -4.44160525e-02   8.82015381e-02   8.41867749e-02
   -8.86416211e-02  -1.73764070e-02   1.30091081e-01   1.18791387e-01
   -2.13700391e-02  -4.82387559e-02]
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    1.85627995e-01   1.87439950e-02]
 [ -1.20471682e-01  -2.91599749e-01   1.48220145e-01  -4.76705848e-01
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   -1.03774706e-01   9.21285979e-02]]
[[ 0.60027403]
 [ 1.92481769]
 [ 0.19186409]
 [ 0.92719699]
 [-2.99365954]
 [-0.38517727]
 [-1.95422753]
 [ 0.04514481]
 [ 0.64844732]
 [ 0.83508763]]
Progress: 77.6% ... Training loss: 0.243 ... Validation loss: 0.414[[  2.36487902e-01   5.88875891e-01  -7.63858013e-02   1.79521766e-01
   -1.74292672e-01  -1.00288067e-01  -1.57007102e-01   1.21719745e-01
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 [  8.91287482e-03   1.02405410e-01  -2.07360223e-02   4.48749151e-02
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 [  2.25722594e-01   5.43212325e-01   8.51503411e-03  -6.75590976e-02
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    8.01629076e-02   3.27418243e-01]
 [  2.32747336e-02  -4.93942894e-01  -1.96840800e-01   2.41045334e-01
   -2.24907783e-01   1.52819795e-01   3.41342525e-01   6.05267068e-02
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   -4.87078941e-02  -5.85194166e-02]
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   -1.80862000e-01  -2.20649279e-01]
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   -5.70534071e-03  -7.41503770e-02]
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[[ 0.60413143]
 [ 1.92544884]
 [ 0.19676367]
 [ 0.93125084]
 [-2.9862651 ]
 [-0.38018264]
 [-1.94705623]
 [ 0.04875893]
 [ 0.65318535]
 [ 0.83858357]]
Progress: 77.7% ... Training loss: 0.239 ... Validation loss: 0.414[[  2.34404485e-01   5.83763200e-01  -7.70300500e-02   1.76502007e-01
   -1.68452663e-01  -9.90645617e-02  -1.50808249e-01   1.21562334e-01
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[[ 0.60448661]
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 [ 0.65338179]
 [ 0.83716783]]
Progress: 77.7% ... Training loss: 0.239 ... Validation loss: 0.414[[  2.35225115e-01   5.86474093e-01  -7.67885429e-02   1.77678212e-01
   -1.70237172e-01  -9.95263672e-02  -1.55177595e-01   1.21623901e-01
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 [  9.13641110e-03   1.03167462e-01  -2.06668230e-02   4.52194433e-02
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    1.45071942e-01  -2.67745937e-02]
 [  2.27686577e-01   5.49878585e-01   9.15558711e-03  -6.44741035e-02
    9.09658234e-01  -3.01344042e-02  -1.13928859e+00  -4.41602225e-02
    8.21728675e-02   3.30296550e-01]
 [  2.49166372e-02  -4.88651137e-01  -1.96241175e-01   2.44247378e-01
   -2.32682212e-01   1.51735886e-01   3.35953607e-01   6.06610710e-02
    1.13270623e-01   3.10995790e-01]
 [ -5.56673323e-02  -1.02138427e-03  -1.43035445e-01   5.30975902e-02
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   -1.89697130e-01  -7.62931817e-02]
 [ -3.96797217e-01  -6.76244818e-01  -3.05838236e-01   1.29768159e-01
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   -4.79661960e-02  -5.79706997e-02]
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   -3.03281814e-01  -4.22614463e-02   1.13710762e-01   1.10894059e-01
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   -2.26059917e-01   6.43289010e-02  -1.67285919e-02  -3.11713716e-02
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   -3.55604624e-02   1.92675437e-02]
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   -1.79820862e-01  -2.19544691e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.91685318e-01  -1.14609422e-01]
 [  7.72559530e-02  -2.65833572e-01  -3.15708314e-02   7.81837711e-02
   -5.93461250e-02  -7.97890722e-02   3.19877588e-01  -7.21614096e-04
   -9.01596943e-04  -3.42319095e-02]
 [  3.03989268e-02  -1.56570353e-01  -2.13752438e-01   1.29899787e-01
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   -9.44248525e-02  -8.32361518e-03]
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 [ -5.52859468e-02  -1.16373206e-01   2.80108526e-01   1.15406551e-01
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 [  7.11269890e-02  -4.51804856e-02   8.81424103e-02   8.40347320e-02
   -8.87115233e-02  -1.72894678e-02   1.29435341e-01   1.18781086e-01
   -2.15202976e-02  -4.84392929e-02]
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   -7.93057204e-02  -9.21151335e-02   1.91989115e-02   1.60510194e-01
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   -1.73097932e-01  -3.74038467e-01]
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   -8.71582661e-02  -1.29854142e-01]
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 [  3.87553566e-01   4.45059210e-01  -6.85220398e-02   3.27104491e-01
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 [  6.11449792e-02   9.66915646e-02   2.59777303e-01   2.58976554e-01
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 [  4.29337526e-02   1.43772219e-01   2.47534405e-01   8.73060341e-02
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   -1.76802330e-01   1.22053563e-01]
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   -1.99608949e-01   5.77258240e-02  -2.62644351e-02  -2.71292902e-01
   -6.21112847e-03  -7.47829754e-02]
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   -4.52490382e-02   1.74010871e-01   1.31798380e-02   1.17816327e-01
   -1.87180157e-02   1.76330354e-01]
 [  2.27223951e-01   1.04796777e-01   2.81812803e-02   7.14695529e-02
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   -5.75642694e-02  -2.47733850e-02]
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 [  2.09226165e-01   2.98879847e-01   2.35559883e-01   1.10989108e-01
   -6.51208879e-01   9.71428015e-02  -1.65648411e-01   1.58632972e-01
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 [ -8.72152159e-02   2.43242694e-01   2.35729722e-01  -2.42672389e-03
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   -4.67836660e-02   3.23323734e-02]
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   -2.88802795e-01  -1.08582487e-01]
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   -2.12313823e-01   2.85176002e-02]
 [  8.69578413e-03  -4.68677997e-01  -1.28867248e-01  -1.64585997e-01
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   -1.67111552e-01  -2.23756967e-01]
 [  4.89752940e-03  -4.47205162e-01  -1.99627443e-01  -1.86287016e-01
   -5.10217299e-01   1.36391116e-02   3.32842690e-01  -1.71282051e-01
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 [ -7.93641163e-02  -4.49301142e-02   2.80535774e-01   6.30030793e-02
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   -6.23251874e-02  -1.50332834e-03]
 [ -2.95373169e-01  -1.50459710e-03   3.28036809e-02   4.47869507e-02
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   -2.87437117e-02   1.32613641e-01]
 [  1.73562845e-01  -4.70928164e-02  -2.19478213e-01  -1.65968570e-02
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    3.90502247e-02  -1.38651787e-01]
 [  2.55068181e-01  -2.23069699e-01   8.18145325e-02   4.58045618e-02
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 [ -8.84644324e-02  -9.93639067e-02   1.26349614e-01   1.24310993e-01
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    1.85797672e-01   1.90581942e-02]
 [ -1.20757491e-01  -2.93065924e-01   1.48116864e-01  -4.77543411e-01
   -6.38931084e-01   1.79835814e-01   2.31189877e-01  -1.36510052e-01
   -1.04089375e-01   9.17126536e-02]]
[[ 0.61600314]
 [ 1.930323  ]
 [ 0.20598137]
 [ 0.9429988 ]
 [-2.97886581]
 [-0.36907027]
 [-1.93527845]
 [ 0.06063114]
 [ 0.66629829]
 [ 0.85041762]]
Progress: 77.8% ... Training loss: 0.237 ... Validation loss: 0.413[[  2.34542615e-01   5.84270008e-01  -7.70000976e-02   1.76701132e-01
   -1.67070638e-01  -9.91181685e-02  -1.52826209e-01   1.21561291e-01
    1.96802278e-02   3.30624501e-01]
 [  9.04884186e-03   1.02956973e-01  -2.07052254e-02   4.50376125e-02
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    1.44946579e-01  -2.69105286e-02]
 [  2.25029179e-01   5.40421089e-01   8.21977843e-03  -6.81673819e-02
    9.21946545e-01  -2.85336316e-02  -1.13310621e+00  -4.44238038e-02
    7.91652172e-02   3.27325461e-01]
 [  2.32443348e-02  -4.93583714e-01  -1.96873834e-01   2.41743229e-01
   -2.28488371e-01   1.52945341e-01   3.44690619e-01   6.04755468e-02
    1.11459185e-01   3.09469074e-01]
 [ -5.83500510e-02  -8.66572256e-03  -1.43962237e-01   4.91378802e-02
   -1.73387562e-01  -1.85317900e-01   1.88959240e-01  -1.14169355e-01
   -1.92603337e-01  -8.00734890e-02]
 [ -3.96476358e-01  -6.75883225e-01  -3.05739126e-01   1.30238889e-01
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   -4.75938577e-02  -5.77270868e-02]
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   -2.03274921e-01  -6.55334526e-02   1.81969319e-01  -1.96015668e-01
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   -2.93758410e-01  -4.03014046e-02   1.22028514e-01   1.10570914e-01
    6.21922345e-02  -3.18025744e-02]
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   -2.29791047e-01   6.39959321e-02  -1.91536575e-02  -3.11142418e-02
    2.84693830e-01  -1.28238295e-01]
 [  1.02759587e-02  -5.69095817e-01   5.67336146e-02  -1.34995547e-01
   -5.18086272e-01  -9.38584792e-02   1.91508275e-01  -1.23730959e-01
   -3.90148080e-02   1.54487547e-02]
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   -3.78832185e-01  -7.06864235e-03   2.60915255e-01  -1.01896843e-01
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   -1.79367189e-01  -2.18999026e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90724351e-01  -3.33183702e-01   9.21935816e-02   2.03668213e-01
   -1.92067809e-01  -6.10130403e-02   1.08162494e-01  -2.62990454e-01
   -2.91509821e-01  -1.14384550e-01]
 [  7.70881549e-02  -2.66367092e-01  -3.16247574e-02   7.79369148e-02
   -5.94457918e-02  -7.96982282e-02   3.20209207e-01  -7.38678241e-04
   -1.08342845e-03  -3.44682104e-02]
 [  3.05613569e-02  -1.56107560e-01  -2.13717898e-01   1.30130854e-01
   -8.11282137e-02   8.05288905e-02  -1.49654902e-02  -2.09243860e-02
   -9.42379932e-02  -8.25439228e-03]
 [ -1.19863924e-01  -1.16482491e-01  -2.00694648e-01   1.57908746e-01
   -6.35895535e-02   1.32947634e-01  -2.29556552e-02  -2.51589732e-01
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    9.31349447e-02   7.24772964e-02]
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[[ 0.60504031]
 [ 1.9238727 ]
 [ 0.19732333]
 [ 0.93492785]
 [-2.98240163]
 [-0.37694081]
 [-1.94200486]
 [ 0.05084253]
 [ 0.65566394]
 [ 0.83693713]]
Progress: 77.8% ... Training loss: 0.238 ... Validation loss: 0.414[[  2.33806551e-01   5.83109327e-01  -7.73112674e-02   1.75117128e-01
   -1.65617313e-01  -9.85229118e-02  -1.52987332e-01   1.21471574e-01
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 [  2.24304593e-01   5.35989169e-01   7.83755991e-03  -7.00996041e-02
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   -4.82328639e-02  -5.85382966e-02]
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   -1.78890777e-01  -2.18522710e-01]
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   -1.72869614e-01  -3.73767741e-01]
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 [  4.42437237e-02   1.47875502e-01   2.47956500e-01   8.92088220e-02
   -2.00971204e-01  -1.48117464e-01   1.61481702e-02   3.98293550e-02
   -1.75397011e-01   1.23713227e-01]
 [  8.81702746e-02   9.25448567e-02   1.10586763e-01   1.56832331e-02
   -1.97992086e-01   5.77032607e-02  -2.67748180e-02  -2.71296452e-01
   -6.21953831e-03  -7.47762001e-02]
 [ -1.05992307e-03   1.53310321e-01   8.61554921e-02  -3.55491259e-02
   -4.75498674e-02   1.73554002e-01   1.00496748e-02   1.17862926e-01
   -1.79668071e-02   1.77188359e-01]
 [  2.27583555e-01   1.05527574e-01   2.82910230e-02   7.19835228e-02
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   -5.72161327e-02  -2.42883984e-02]
 [  5.33648859e-02   8.78695839e-02   1.97120062e-02   5.07429178e-02
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 [  2.08919924e-01   2.97871308e-01   2.35454136e-01   1.10497970e-01
   -6.50563251e-01   9.73508004e-02  -1.65129665e-01   1.58601644e-01
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   -1.38435048e-01   1.38110321e-01  -9.30319620e-02  -1.68640629e-02
   -4.66026139e-02   3.25003217e-02]
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   -2.88700915e-01  -1.08469625e-01]
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   -1.66923307e-01  -2.23520847e-01]
 [  6.13301002e-03  -4.45182982e-01  -1.99322567e-01  -1.84844497e-01
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 [ -7.82546297e-02  -4.17916663e-02   2.80893165e-01   6.45614378e-02
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   -6.12223658e-02  -1.59436808e-04]
 [ -2.95817460e-01  -3.08530425e-03   3.26522658e-02   4.41446761e-02
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   -2.92091148e-02   1.32054984e-01]
 [  1.72766645e-01  -4.94062907e-02  -2.19684937e-01  -1.76727572e-02
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 [  2.54506661e-01  -2.24396436e-01   8.16483470e-02   4.50874759e-02
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    1.59756949e-01  -1.10088910e-01]
 [ -8.96995579e-02  -1.02632438e-01   1.25921713e-01   1.22313166e-01
    3.42530885e-02  -1.21390295e-01   2.01244126e-01  -7.88701619e-02
    1.84442584e-01   1.73821793e-02]
 [ -1.21829676e-01  -2.96242435e-01   1.47729757e-01  -4.79259353e-01
   -6.36770611e-01   1.80470399e-01   2.33229878e-01  -1.36644640e-01
   -1.05319777e-01   9.05913603e-02]]
[[ 0.60345212]
 [ 1.9211273 ]
 [ 0.1984586 ]
 [ 0.93489919]
 [-2.98243379]
 [-0.3736215 ]
 [-1.93485678]
 [ 0.0511845 ]
 [ 0.65510132]
 [ 0.83743998]]
Progress: 77.8% ... Training loss: 0.238 ... Validation loss: 0.416[[  2.36849515e-01   5.92024670e-01  -7.62220800e-02   1.80042559e-01
   -1.77394544e-01  -1.00334276e-01  -1.59230684e-01   1.21742615e-01
    2.20806818e-02   3.33573365e-01]
 [  9.53624693e-03   1.04529654e-01  -2.05522203e-02   4.57169119e-02
    5.96807816e-02  -6.08457532e-03   3.50322488e-01   4.01201533e-02
    1.45462542e-01  -2.62996315e-02]
 [  2.27306249e-01   5.44786867e-01   8.83694230e-03  -6.56369417e-02
    9.08252282e-01  -2.96149059e-02  -1.14136176e+00  -4.42485629e-02
    8.14146222e-02   3.30165935e-01]
 [  2.07220564e-02  -5.00281483e-01  -1.97745668e-01   2.37929747e-01
   -2.25263176e-01   1.54387868e-01   3.49565851e-01   6.02638221e-02
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 [ -5.38823642e-02   5.95904565e-04  -1.42424512e-01   5.68439865e-02
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   -1.87482221e-01  -7.44452828e-02]
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   -4.07028378e-01   3.83387613e-02   3.91361671e-01  -4.29152537e-02
   -4.79747608e-02  -5.82577799e-02]
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   -2.19702337e-01  -6.74447127e-02   1.73357383e-01  -1.95757168e-01
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   -2.98759827e-01  -4.08390720e-02   1.17751088e-01   1.10646848e-01
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   -2.33302761e-01   6.31437865e-02  -2.31240659e-02  -3.09942320e-02
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   -5.34364274e-01  -9.65285326e-02   1.79315848e-01  -1.23377384e-01
   -3.42018637e-02   2.14712546e-02]
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   -1.78402070e-01  -2.17918723e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90273174e-01  -3.32004386e-01   9.23605181e-02   2.04498389e-01
   -1.92712236e-01  -6.13120272e-02   1.07207176e-01  -2.62957799e-01
   -2.91067705e-01  -1.13876763e-01]
 [  7.70100240e-02  -2.66478658e-01  -3.16359122e-02   7.78796310e-02
   -5.88473246e-02  -7.96669794e-02   3.20425568e-01  -7.43486017e-04
   -1.16819981e-03  -3.46080399e-02]
 [  3.01235555e-02  -1.56994206e-01  -2.13862493e-01   1.29403540e-01
   -7.94617801e-02   8.08025046e-02  -1.41315792e-02  -2.09657168e-02
   -9.47695610e-02  -8.87705025e-03]
 [ -1.18635676e-01  -1.13119709e-01  -2.00292542e-01   1.59803999e-01
   -6.84103538e-02   1.32209911e-01  -2.66398120e-02  -2.51503678e-01
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 [ -5.48032464e-02  -1.15897844e-01   2.80248197e-01   1.16092221e-01
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 [  7.31457244e-02  -4.07865479e-02   8.88523967e-02   8.72207295e-02
   -9.83880849e-02  -1.83004615e-02   1.23454369e-01   1.18962183e-01
   -1.92320100e-02  -4.55075034e-02]
 [  8.44376802e-03  -2.15811128e-01  -2.97194171e-01  -6.54610269e-02
   -7.28367832e-02  -9.11128674e-02   2.10903266e-02   1.60333102e-01
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 [  5.58604429e-02  -9.68689312e-02  -1.11705003e-01   6.20769223e-02
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   -1.45949509e-01  -4.34532104e-02]
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   -1.58460423e-01  -3.29026841e-01   1.42551113e-01   7.42296173e-03
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   -1.32296204e-01  -2.01380686e-01   9.67704168e-03  -2.17442104e-02
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   -2.08078385e-02   2.39169383e-02]
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   -1.72495652e-01  -3.73303551e-01]
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 [  1.72151935e-02  -5.93208104e-01  -4.32133183e-02  -9.93621080e-02
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   -3.59811426e-01  -2.12998167e-01]
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   -7.11627743e-02   9.02018365e-02]
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   -8.70765020e-02  -1.29761407e-01]
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   -2.69101383e-01  -3.60845936e-02]
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   -3.61654642e-02  -1.47481749e-01]
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 [  3.86286026e-01   4.41654476e-01  -6.89696992e-02   3.24932579e-01
   -9.26875100e-01  -2.96401630e-01  -5.65326953e-01   1.79398936e-01
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 [  6.13114813e-02   9.69844868e-02   2.59838816e-01   2.59201252e-01
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   -1.23036132e-01  -2.74788577e-01]
 [  2.27547885e-02  -1.27162028e-01  -1.22004732e-01  -6.27478770e-02
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 [  1.88655919e-02  -3.40406305e-02  -6.38011290e-02  -3.53930113e-02
   -8.39161431e-03  -1.90558576e-01   8.52038126e-03   1.07548256e-02
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 [  4.55629722e-02   1.51895584e-01   2.48376616e-01   9.11942188e-02
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   -1.73973335e-01   1.25466115e-01]
 [  8.90669759e-02   9.47062331e-02   1.10921048e-01   1.71931074e-02
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   -5.20735193e-03  -7.34833914e-02]
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   -1.77574315e-02   1.77465586e-01]
 [  2.27277763e-01   1.04450941e-01   2.81474267e-02   7.13747417e-02
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   -5.75709870e-02  -2.46781077e-02]
 [  5.33543157e-02   8.77733492e-02   1.97040612e-02   5.07019661e-02
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 [  6.37762753e-02   4.70963635e-01   1.30545922e-01   4.58330513e-01
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 [  2.08907482e-01   2.97984179e-01   2.35447970e-01   1.10493581e-01
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 [ -8.70784998e-02   2.44069867e-01   2.35787897e-01  -2.12530495e-03
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   -4.66211923e-02   3.24653538e-02]
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   -2.11623399e-01   2.93629131e-02]
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   -1.66883768e-01  -2.23452494e-01]
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   -5.26797312e-01   1.19080658e-02   3.23279994e-01  -1.71059650e-01
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   -6.10186241e-02   9.05349637e-05]
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   -2.95017393e-02   1.31788648e-01]
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 [ -1.21208606e-01  -2.94009886e-01   1.47917585e-01  -4.78373820e-01
   -6.40219899e-01   1.80048572e-01   2.32636806e-01  -1.36592420e-01
   -1.04565910e-01   9.17046820e-02]]
[[ 0.62212003]
 [ 1.93731316]
 [ 0.21598383]
 [ 0.9506428 ]
 [-2.97213211]
 [-0.36203949]
 [-1.92144342]
 [ 0.0635877 ]
 [ 0.67170541]
 [ 0.85405913]]
Progress: 77.9% ... Training loss: 0.242 ... Validation loss: 0.421[[  2.34915768e-01   5.88483666e-01  -7.68368988e-02   1.77122305e-01
   -1.72310120e-01  -9.91371087e-02  -1.55954120e-01   1.21540478e-01
    1.99721020e-02   3.30950589e-01]
 [  8.86586604e-03   1.02127488e-01  -2.07972107e-02   4.46761143e-02
    6.18591678e-02  -5.65401501e-03   3.52329231e-01   4.00491466e-02
    1.44894550e-01  -2.71607002e-02]
 [  2.25524746e-01   5.37292721e-01   8.07420799e-03  -6.87227875e-02
    9.17898518e-01  -2.83770330e-02  -1.13617481e+00  -4.44705996e-02
    7.93107163e-02   3.27789179e-01]
 [  1.76759471e-02  -5.07028420e-01  -1.98695739e-01   2.33936125e-01
   -2.17095032e-01   1.56161066e-01   3.58480239e-01   5.99679466e-02
    1.05390925e-01   3.02049667e-01]
 [ -5.57772727e-02  -2.00318784e-03  -1.42937410e-01   5.43052935e-02
   -1.92536464e-01  -1.86820765e-01   1.79150647e-01  -1.13971884e-01
   -1.89328674e-01  -7.70984284e-02]
 [ -3.98357479e-01  -6.80171701e-01  -3.06364813e-01   1.27337863e-01
   -4.03326067e-01   3.92957869e-02   3.94840780e-01  -4.30910682e-02
   -4.97649768e-02  -6.05533573e-02]
 [ -1.86679655e-02  -4.16504804e-01   4.84207215e-03   5.77818777e-02
   -2.20195653e-01  -6.70446911e-02   1.74024434e-01  -1.95817626e-01
    1.87781496e-01   4.33411945e-02]
 [  9.25452055e-02  -4.95281112e-01   2.06327615e-02  -1.10994455e-01
   -2.87767212e-01  -3.90479951e-02   1.24836141e-01   1.10339000e-01
    5.99846543e-02  -3.45625165e-02]
 [ -1.74697710e-01  -2.30566167e-01  -2.99228745e-01  -1.61834360e-02
   -2.33252800e-01   6.30997539e-02  -2.32334041e-02  -3.09848603e-02
    2.86292836e-01  -1.26268634e-01]
 [  1.25397751e-02  -5.66750068e-01   5.73190599e-02  -1.32299131e-01
   -5.28702740e-01  -9.50186636e-02   1.84585452e-01  -1.23649893e-01
   -3.68821224e-02   1.81108277e-02]
 [ -6.64483120e-02  -2.66676195e-01   1.21677151e-02  -1.09836331e-01
   -3.70327373e-01  -5.65235658e-03   2.66232743e-01  -1.02135868e-01
    1.92707259e-02  -7.84580607e-02]
 [ -1.47054903e-01  -3.87863769e-01  -7.50628353e-02   2.31805840e-02
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   -1.78794023e-01  -2.18432448e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90434803e-01  -3.32873746e-01   9.22950520e-02   2.04190469e-01
   -1.92386306e-01  -6.12069090e-02   1.07616060e-01  -2.62975773e-01
   -2.91222243e-01  -1.14147195e-01]
 [  7.63347009e-02  -2.68094608e-01  -3.18795688e-02   7.68195917e-02
   -5.74310517e-02  -7.92767469e-02   3.21614454e-01  -8.15299618e-04
   -1.89030511e-03  -3.55339182e-02]
 [  2.95615384e-02  -1.58010051e-01  -2.14043947e-01   1.28420461e-01
   -7.77693928e-02   8.11377298e-02  -1.31219458e-02  -2.10270042e-02
   -9.54294047e-02  -9.63817173e-03]
 [ -1.19501145e-01  -1.14536782e-01  -2.00523009e-01   1.58796714e-01
   -6.75598290e-02   1.32684553e-01  -2.54350200e-02  -2.51580256e-01
    7.45109997e-02  -1.88776387e-01]
 [ -5.46753840e-02  -1.15555641e-01   2.80295049e-01   1.16312360e-01
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    9.40393463e-02   7.37408634e-02]
 [  7.29477546e-02  -4.19161969e-02   8.87691875e-02   8.68089726e-02
   -9.86120075e-02  -1.81215253e-02   1.23590430e-01   1.18937803e-01
   -1.94882254e-02  -4.57521084e-02]
 [  8.19211152e-03  -2.16818692e-01  -2.97280307e-01  -6.57273339e-02
   -7.16737474e-02  -9.09564944e-02   2.12750928e-02   1.60304264e-01
    9.86331295e-02  -4.54329475e-02]
 [  5.38545750e-02  -1.02570597e-01  -1.12455745e-01   5.87859089e-02
   -2.98279630e-01   3.16573858e-01   3.21494284e-01   2.03859061e-01
   -1.48282904e-01  -4.62065388e-02]
 [  2.03899992e-02   1.42847262e-02   1.29286936e-01   1.39183615e-01
   -2.35996301e-02   9.71519281e-02  -4.73573371e-02  -4.09406557e-02
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 [  1.09075371e-01   7.38074951e-02  -4.40206134e-02  -1.04171271e-01
   -1.58488574e-01  -3.29014100e-01   1.42474593e-01   7.42254918e-03
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   -1.32156621e-01  -2.01344999e-01   9.99025434e-03  -2.17490545e-02
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 [ -1.68656079e-01  -1.51143683e-01  -2.06622087e-01  -3.37758476e-02
   -3.77568597e-01   3.84931678e-03   9.16986202e-02  -2.69983536e-02
   -2.05633113e-02   2.41565909e-02]
 [ -2.26379601e-02  -2.08111722e-01  -7.26808728e-02  -1.13930383e-01
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   -1.72514826e-01  -3.73314373e-01]
 [ -1.53024302e-02  -5.38364216e-01  -3.20029803e-02  -7.33187872e-02
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    3.03633109e-02  -3.91680549e-01]
 [  1.71131259e-02  -5.93886983e-01  -4.32463098e-02  -9.95369609e-02
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   -3.59920974e-01  -2.13120665e-01]
 [ -1.77386555e-01  -7.06130370e-01  -1.23567848e-02  -2.08204110e-01
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   -7.14278260e-02   8.98913288e-02]
 [ -3.04473645e-01  -5.43993804e-01   5.45211587e-02  -4.61318194e-02
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   -8.75049084e-02  -1.30235477e-01]
 [ -2.21270923e-01  -4.10999288e-01   2.47024797e-01  -2.57049646e-01
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   -2.69477731e-01  -3.65129525e-02]
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   -3.67688752e-02  -1.48196615e-01]
 [  6.94173673e-02   2.57081649e-01   1.49287913e-01  -1.44887297e-01
   -1.47586444e-01   7.06620532e-02  -1.30311012e-01   2.77139498e-01
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 [  3.85401545e-01   4.38947793e-01  -6.93046931e-02   3.23503904e-01
   -9.24097552e-01  -2.95818346e-01  -5.62340495e-01   1.79300457e-01
    4.24009699e-01   2.49953748e-02]
 [  6.10599206e-02   9.62451979e-02   2.59752939e-01   2.58793955e-01
   -5.03720323e-03  -2.04402637e-01  -1.81244272e-01  -1.32117867e-01
   -1.23348485e-01  -2.75228162e-01]
 [  2.23184978e-02  -1.28828080e-01  -1.22194234e-01  -6.35772335e-02
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 [  1.82692561e-02  -3.56264661e-02  -6.40085689e-02  -3.63428489e-02
   -6.16508809e-03  -1.90193370e-01   9.60499611e-03   1.06904374e-02
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 [  4.53465024e-02   1.51230973e-01   2.48303269e-01   9.08330488e-02
   -2.04966346e-01  -1.48786034e-01   1.26881924e-02   3.99076084e-02
   -1.74222033e-01   1.25141565e-01]
 [  8.93581616e-02   9.55050982e-02   1.11029572e-01   1.76207049e-02
   -2.00688379e-01   5.69245199e-02  -2.90054671e-02  -2.71190670e-01
   -4.87373808e-03  -7.31261269e-02]
 [ -6.78640239e-04   1.54402047e-01   8.62781750e-02  -3.50598822e-02
   -4.94582317e-02   1.73327336e-01   8.31595456e-03   1.17899303e-01
   -1.75645643e-02   1.77669422e-01]
 [  2.27728505e-01   1.05859720e-01   2.83424134e-02   7.21519919e-02
    1.64362239e-02  -2.82779991e-02  -2.54900413e-01   1.47699446e-01
   -5.69672201e-02  -2.39232400e-02]
 [  5.27607779e-02   8.62985813e-02   1.95080761e-02   4.98241364e-02
   -4.78509550e-01  -1.27985886e-01  -2.71938235e-01   4.11623505e-02
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 [  6.32233330e-02   4.69732010e-01   1.30375451e-01   4.57556246e-01
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 [  1.59457473e-01   4.53027304e-01   6.45995569e-02   4.18183236e-01
   -1.34109303e+00  -6.95847570e-02  -3.54647103e-01   1.49362459e-01
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 [  2.08783562e-01   2.97596654e-01   2.35400844e-01   1.10322341e-01
   -6.50132635e-01   9.74267306e-02  -1.65009277e-01   1.58587131e-01
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 [ -8.71759517e-02   2.43980314e-01   2.35749537e-01  -2.30108772e-03
   -1.39071559e-01   1.38184852e-01  -9.27254369e-02  -1.68772432e-02
   -4.67254714e-02   3.22675515e-02]
 [ -1.13283097e-01   2.54732443e-03   1.90123581e-02   7.27721487e-02
   -8.14097705e-02   1.22673529e-01   2.29363770e-01   1.80394294e-02
   -2.88724393e-01  -1.08519711e-01]
 [ -2.27420855e-01  -7.41005220e-02  -9.62632074e-02  -3.50409962e-01
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   -2.11767144e-01   2.92352363e-02]
 [  8.87554717e-03  -4.68176399e-01  -1.28805631e-01  -1.64386736e-01
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   -1.66895229e-01  -2.23475198e-01]
 [  6.70366554e-03  -4.42628167e-01  -1.99064480e-01  -1.83744154e-01
   -5.26384930e-01   1.26970791e-02   3.24822989e-01  -1.71200786e-01
    1.39081223e-02  -3.18634958e-01]
 [ -7.99008692e-02  -4.71023541e-02   2.80303194e-01   6.20529385e-02
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   -6.29167350e-02  -2.44289312e-03]
 [ -2.96004666e-01  -4.31441113e-03   3.25884794e-02   4.38348134e-02
    1.45033983e-01  -2.04300244e-01  -3.04651827e-02   2.37190676e-01
   -2.94074638e-02   1.31841019e-01]
 [  1.73742680e-01  -4.85031277e-02  -2.19321094e-01  -1.60521997e-02
    1.04170575e-01  -3.20736626e-01   4.34428371e-02  -1.63008578e-01
    3.93737166e-02  -1.38416406e-01]
 [  2.54843944e-01  -2.24482137e-01   8.17266960e-02   4.54971454e-02
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    1.59931088e-01  -1.09670968e-01]
 [ -8.95217142e-02  -1.01351894e-01   1.25980383e-01   1.22600242e-01
    3.40500294e-02  -1.21445951e-01   2.00399623e-01  -7.88572602e-02
    1.84506761e-01   1.75401808e-02]
 [ -1.22456382e-01  -2.96693104e-01   1.47469366e-01  -4.80418883e-01
   -6.38466578e-01   1.80805248e-01   2.36157034e-01  -1.36723139e-01
   -1.05886183e-01   9.01040781e-02]]
[[ 0.60450463]
 [ 1.92896254]
 [ 0.2006801 ]
 [ 0.9326254 ]
 [-2.98275215]
 [-0.37882873]
 [-1.94262666]
 [ 0.04777542]
 [ 0.65373987]
 [ 0.83434382]]
Progress: 78.0% ... Training loss: 0.237 ... Validation loss: 0.411[[  2.38890149e-01   5.99836247e-01  -7.54534795e-02   1.83014875e-01
   -1.82298349e-01  -1.01652255e-01  -1.64834552e-01   1.21881725e-01
    2.44210566e-02   3.36263310e-01]
 [  8.93668016e-03   1.02288811e-01  -2.07686002e-02   4.48140217e-02
    6.16380709e-02  -5.70876748e-03   3.52210053e-01   4.00555219e-02
    1.44989836e-01  -2.70572799e-02]
 [  2.27523461e-01   5.47494390e-01   8.72121170e-03  -6.56159716e-02
    9.04727152e-01  -2.95094059e-02  -1.14468253e+00  -4.43146929e-02
    8.15004484e-02   3.30314436e-01]
 [  1.87228695e-02  -5.05502853e-01  -1.98378576e-01   2.35166569e-01
   -2.16074847e-01   1.55496257e-01   3.55860409e-01   6.00427301e-02
    1.06446542e-01   3.03314512e-01]
 [ -5.62913231e-02  -8.65500639e-04  -1.43005144e-01   5.36970950e-02
   -1.97566633e-01  -1.86590431e-01   1.80758482e-01  -1.13994482e-01
   -1.89779129e-01  -7.78288131e-02]
 [ -3.96596109e-01  -6.77293128e-01  -3.05748471e-01   1.29803508e-01
   -4.07009237e-01   3.81344003e-02   3.92508270e-01  -4.29427033e-02
   -4.78022606e-02  -5.82946618e-02]
 [ -1.79150939e-02  -4.13725140e-01   5.11730676e-03   5.89057225e-02
   -2.23660986e-01  -6.74770056e-02   1.71905068e-01  -1.95745682e-01
    1.88705017e-01   4.45287257e-02]
 [  9.36825381e-02  -4.90985418e-01   2.10609046e-02  -1.09108792e-01
   -2.92996717e-01  -3.98249758e-02   1.22069674e-01   1.10441076e-01
    6.13168907e-02  -3.30600011e-02]
 [ -1.72966479e-01  -2.26142050e-01  -2.98634137e-01  -1.36067801e-02
   -2.40019728e-01   6.19707004e-02  -2.78423919e-02  -3.08497058e-02
    2.88066268e-01  -1.23876246e-01]
 [  1.62872616e-02  -5.56512119e-01   5.86842210e-02  -1.26477335e-01
   -5.41938195e-01  -9.75154895e-02   1.76914567e-01  -1.23325579e-01
   -3.26048180e-02   2.32678298e-02]
 [ -6.53523625e-02  -2.64064106e-01   1.25219979e-02  -1.08390576e-01
   -3.74335957e-01  -6.31340056e-03   2.63821231e-01  -1.02050419e-01
    2.03660507e-02  -7.70637476e-02]
 [ -1.46515533e-01  -3.86335758e-01  -7.48679520e-02   2.39648420e-02
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   -1.78174745e-01  -2.17642633e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89591016e-01  -3.31724160e-01   9.25958943e-02   2.05509778e-01
   -1.93501165e-01  -6.17747357e-02   1.06760640e-01  -2.62904831e-01
   -2.90242835e-01  -1.12978591e-01]
 [  7.73225875e-02  -2.66777171e-01  -3.15417644e-02   7.82934309e-02
   -5.98986887e-02  -7.99167514e-02   3.20273759e-01  -7.31683203e-04
   -8.07594584e-04  -3.41891255e-02]
 [  2.90628635e-02  -1.58884942e-01  -2.14198619e-01   1.27445100e-01
   -7.60792595e-02   8.14390945e-02  -1.20474748e-02  -2.10646265e-02
   -9.59794693e-02  -1.04499449e-02]
 [ -1.20424039e-01  -1.17319476e-01  -2.00829345e-01   1.57370598e-01
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    1.84120828e-01   1.70513929e-02]
 [ -1.22462343e-01  -2.96206885e-01   1.47469458e-01  -4.80532325e-01
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   -1.05867182e-01   9.01946522e-02]]
[[ 0.62603661]
 [ 1.9458023 ]
 [ 0.22039563]
 [ 0.95502113]
 [-2.9749887 ]
 [-0.36266375]
 [-1.92519897]
 [ 0.06661615]
 [ 0.67619659]
 [ 0.85789716]]
Progress: 78.0% ... Training loss: 0.246 ... Validation loss: 0.425[[  2.34708382e-01   5.88090569e-01  -7.70424781e-02   1.76279885e-01
   -1.65942447e-01  -9.91682373e-02  -1.53008245e-01   1.21402691e-01
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 [  9.22723948e-03   1.03299867e-01  -2.06670764e-02   4.52774082e-02
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 [  2.25012484e-01   5.38310079e-01   7.78213827e-03  -6.98278824e-02
    9.17046008e-01  -2.82070839e-02  -1.14053365e+00  -4.46379600e-02
    7.85212865e-02   3.26292941e-01]
 [  2.26289121e-02  -4.93737605e-01  -1.96830638e-01   2.41840711e-01
   -2.26317060e-01   1.53364118e-01   3.48068605e-01   6.04923506e-02
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 [ -5.87564950e-02  -6.99649644e-03  -1.44004144e-01   4.94810176e-02
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   -4.81218437e-02  -5.87168898e-02]
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   -1.77981122e-01  -2.17413206e-01]
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   -1.91113338e-02  -4.53614680e-02]
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   -1.72295012e-01  -3.73059028e-01]
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   -8.76202929e-02  -1.30366750e-01]
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   -1.72686517e-01   1.27063803e-01]
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   -5.00660229e-03  -7.33308833e-02]
 [ -2.98081190e-04   1.55427285e-01   8.63652510e-02  -3.47201352e-02
   -5.11787682e-02   1.73089307e-01   7.06206096e-03   1.17933519e-01
   -1.72249704e-02   1.78089951e-01]
 [  2.26546060e-01   1.02057284e-01   2.78928207e-02   7.01456049e-02
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   -5.83968660e-02  -2.57522575e-02]
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 [  2.08207280e-01   2.96308215e-01   2.35202631e-01   1.09486427e-01
   -6.49991605e-01   9.77422031e-02  -1.63888338e-01   1.58531759e-01
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 [  7.90647240e-03  -4.38224255e-01  -1.98660788e-01  -1.81925820e-01
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 [ -7.93846568e-02  -4.62126000e-02   2.80484588e-01   6.28326158e-02
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   -6.24135087e-02  -1.81973654e-03]
 [ -2.95186191e-01  -2.17218155e-03   3.28676979e-02   4.50522887e-02
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   -2.86211237e-02   1.32373941e-01]
 [  1.73972519e-01  -4.97216631e-02  -2.19334724e-01  -1.61061873e-02
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    3.94786385e-02  -1.38239027e-01]
 [  2.55618017e-01  -2.23199842e-01   8.19895260e-02   4.66119601e-02
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    1.60760421e-01  -1.08653089e-01]
 [ -9.01147276e-02  -1.03754401e-01   1.25759229e-01   1.21630120e-01
    3.62313412e-02  -1.21081124e-01   2.01784395e-01  -7.89151144e-02
    1.83863655e-01   1.67274657e-02]
 [ -1.25463959e-01  -3.04718665e-01   1.46357574e-01  -4.85324001e-01
   -6.33742963e-01   1.82559114e-01   2.44199328e-01  -1.37058131e-01
   -1.09162987e-01   8.61695970e-02]]
[[ 0.60474081]
 [ 1.92847442]
 [ 0.20072841]
 [ 0.93931299]
 [-2.98866326]
 [-0.37824252]
 [-1.94238394]
 [ 0.05001681]
 [ 0.65608022]
 [ 0.83742145]]
Progress: 78.0% ... Training loss: 0.237 ... Validation loss: 0.412[[  2.36390049e-01   5.94810117e-01  -7.64362950e-02   1.78622943e-01
   -1.70781955e-01  -1.00225161e-01  -1.58322174e-01   1.21542605e-01
    2.15696536e-02   3.32805752e-01]
 [  9.04327535e-03   1.02730407e-01  -2.07274325e-02   4.49946262e-02
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    1.45090094e-01  -2.69525510e-02]
 [  2.27723393e-01   5.45663376e-01   8.66151882e-03  -6.58404029e-02
    9.08580498e-01  -2.99102766e-02  -1.14763669e+00  -4.44127890e-02
    8.14759005e-02   3.29971377e-01]
 [  2.16582451e-02  -4.95105420e-01  -1.97085881e-01   2.40643905e-01
   -2.23396663e-01   1.54082928e-01   3.49272424e-01   6.04299614e-02
    1.09763695e-01   3.07355952e-01]
 [ -6.07164045e-02  -1.19311360e-02  -1.44604432e-01   4.63269916e-02
   -1.81312618e-01  -1.84106892e-01   1.91516921e-01  -1.14443373e-01
   -1.94706239e-01  -8.41841019e-02]
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   -4.81967858e-02  -5.87507399e-02]
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   -2.33761494e-01   6.29890902e-02  -2.31661457e-02  -3.10214557e-02
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   -5.32511318e-01  -9.58913683e-02   1.82297278e-01  -1.23728399e-01
   -3.61273117e-02   1.90710510e-02]
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   -1.78037629e-01  -2.17386023e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90457391e-01  -3.33677678e-01   9.22601269e-02   2.04158106e-01
   -1.92712410e-01  -6.12155823e-02   1.08447242e-01  -2.62999949e-01
   -2.91310503e-01  -1.14278779e-01]
 [  7.72108106e-02  -2.67229455e-01  -3.15774805e-02   7.80623231e-02
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   -8.77415792e-04  -3.42833830e-02]
 [  2.84916088e-02  -1.59866447e-01  -2.14433016e-01   1.26287480e-01
   -7.32955852e-02   8.17688377e-02  -1.08255792e-02  -2.11283424e-02
   -9.66172640e-02  -1.10099240e-02]
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   -6.65783512e-02   1.32794186e-01  -2.45197765e-02  -2.51619901e-01
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 [  7.37827723e-02  -3.97552505e-02   8.90454127e-02   8.81684546e-02
   -1.03084412e-01  -1.86843878e-02   1.20594226e-01   1.18978177e-01
   -1.85065009e-02  -4.46491627e-02]
 [  7.03801826e-03  -2.20836222e-01  -2.97743163e-01  -6.77008501e-02
   -6.72576636e-02  -9.02283874e-02   2.26275516e-02   1.60172928e-01
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 [  5.38952545e-02  -1.02959666e-01  -1.12431281e-01   5.87545637e-02
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   -1.48286675e-01  -4.62332221e-02]
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   -1.72160103e-01  -3.72908493e-01]
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 [  1.64169976e-02  -5.95718727e-01  -4.34798330e-02  -1.00591418e-01
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   -3.60684669e-01  -2.13975301e-01]
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   -7.18987423e-02   8.94746794e-02]
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   -8.76360071e-02  -1.30325624e-01]
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   -2.69391154e-01  -3.63896416e-02]
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 [  3.85475311e-01   4.38018622e-01  -6.93346478e-02   3.23242389e-01
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 [  6.26467713e-02   9.94712446e-02   2.60281270e-01   2.61037219e-01
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 [  1.80688425e-02  -3.59840356e-02  -6.41046805e-02  -3.69046926e-02
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 [  4.76025367e-02   1.58479853e-01   2.49075329e-01   9.44516931e-02
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   -1.71669658e-01   1.28387497e-01]
 [  8.94861290e-02   9.59531254e-02   1.11062426e-01   1.76351858e-02
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   -4.74282291e-03  -7.29826682e-02]
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   -1.70898715e-02   1.78251844e-01]
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   -5.92775905e-02  -2.67725085e-02]
 [  5.40824282e-02   9.04121902e-02   1.99493124e-02   5.18126106e-02
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 [  6.30743565e-02   4.69559958e-01   1.30277248e-01   4.57089081e-01
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   -2.12568868e-01   2.82417316e-02]
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   -1.67019155e-01  -2.23597609e-01]
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   -6.19320176e-02  -1.23360182e-03]
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    3.64114210e-02  -1.21084824e-01   2.02033182e-01  -7.89138221e-02
    1.83896086e-01   1.67477705e-02]
 [ -1.24567701e-01  -3.01286683e-01   1.46661837e-01  -4.84107978e-01
   -6.37514437e-01   1.82014301e-01   2.41616784e-01  -1.36999713e-01
   -1.08190806e-01   8.74031880e-02]]
[[ 0.61243154]
 [ 1.93551542]
 [ 0.20836982]
 [ 0.94438047]
 [-2.98617445]
 [-0.37330107]
 [-1.94255251]
 [ 0.05361864]
 [ 0.66345043]
 [ 0.84526756]]
Progress: 78.1% ... Training loss: 0.236 ... Validation loss: 0.412[[  2.36479496e-01   5.96228132e-01  -7.64412558e-02   1.78261652e-01
   -1.68854181e-01  -1.00154219e-01  -1.59452353e-01   1.21520720e-01
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 [  9.22050228e-03   1.03184097e-01  -2.06780594e-02   4.52683540e-02
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 [  2.28918580e-01   5.48045777e-01   9.03351527e-03  -6.44908372e-02
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    8.28267075e-02   3.31943328e-01]
 [  1.64195363e-02  -5.07979190e-01  -1.98813002e-01   2.33878035e-01
   -2.11206188e-01   1.57271206e-01   3.62747791e-01   6.00098357e-02
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 [ -5.97150219e-02  -9.60030754e-03  -1.44209185e-01   4.78862572e-02
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   -1.93816791e-01  -8.29616877e-02]
 [ -3.97014209e-01  -6.78350053e-01  -3.05977253e-01   1.28695240e-01
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   -4.84564724e-02  -5.92297308e-02]
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   -1.78646529e-01  -2.18209800e-01]
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   -2.91599271e-01  -1.14707254e-01]
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   -3.67142317e-04  -3.37175153e-02]
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   -9.71151779e-02  -1.16248676e-02]
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 [  7.37535385e-02  -4.02190242e-02   8.90292901e-02   8.80840903e-02
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   -1.85839494e-02  -4.47403738e-02]
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   -3.55819149e-03  -7.15151217e-02]
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   -6.13817621e-02  -5.28963926e-04]
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   -3.04317601e-02   1.30150236e-01]
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    1.83652209e-01   1.64303526e-02]
 [ -1.24125650e-01  -2.98490533e-01   1.46806184e-01  -4.83688661e-01
   -6.41543590e-01   1.81719005e-01   2.40524847e-01  -1.36970959e-01
   -1.07649353e-01   8.80793175e-02]]
[[ 0.61017181]
 [ 1.93638498]
 [ 0.20694465]
 [ 0.93890099]
 [-2.9873369 ]
 [-0.37679286]
 [-1.9493537 ]
 [ 0.04823433]
 [ 0.65783627]
 [ 0.83949891]]
Progress: 78.2% ... Training loss: 0.236 ... Validation loss: 0.408[[  2.32572644e-01   5.85974457e-01  -7.77935768e-02   1.72013848e-01
   -1.52366428e-01  -9.76941808e-02  -1.49010682e-01   1.21198500e-01
    1.73503006e-02   3.27689037e-01]
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 [  2.29822177e-01   5.46636006e-01   9.33660005e-03  -6.29865286e-02
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    8.37651703e-02   3.33433185e-01]
 [  1.60851690e-02  -5.06195024e-01  -1.98925986e-01   2.33286241e-01
   -2.14443829e-01   1.57691258e-01   3.62156124e-01   5.99629056e-02
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 [ -6.12008067e-02  -1.46125262e-02  -1.44652048e-01   4.57944689e-02
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   -1.95187704e-01  -8.48938134e-02]
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   -4.97306741e-02  -6.09311508e-02]
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   -2.80030745e-01  -3.77283193e-02   1.31215315e-01   1.10069772e-01
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   -2.32185522e-01   6.35894771e-02  -2.07033591e-02  -3.11082578e-02
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   -3.77975392e-02   1.70577371e-02]
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   -1.79624836e-01  -2.19390078e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.91351450e-01  -3.35441119e-01   9.19120008e-02   2.02631318e-01
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   -2.92396565e-01  -1.15754893e-01]
 [  7.71030912e-02  -2.67213750e-01  -3.16110811e-02   7.78336152e-02
   -5.92513322e-02  -7.97648787e-02   3.20590829e-01  -7.45145706e-04
   -1.04465363e-03  -3.45277165e-02]
 [  2.77776982e-02  -1.61504221e-01  -2.14654966e-01   1.25171247e-01
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[[ 0.59882474]
 [ 1.9284202 ]
 [ 0.19670246]
 [ 0.92607051]
 [-2.99295007]
 [-0.38703556]
 [-1.96626534]
 [ 0.03587002]
 [ 0.64670069]
 [ 0.82673717]]
Progress: 78.2% ... Training loss: 0.242 ... Validation loss: 0.412[[  2.37519162e-01   6.01196769e-01  -7.60747495e-02   1.79875527e-01
   -1.69529888e-01  -1.01023906e-01  -1.62561152e-01   1.21509220e-01
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   -1.20888884e-01  -2.72258503e-01]
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 [  4.70804260e-02   1.57333013e-01   2.48907704e-01   9.36529034e-02
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   -1.72174701e-01   1.27734582e-01]
 [  9.15399414e-02   1.02012983e-01   1.11746335e-01   2.05128115e-02
   -2.07922677e-01   5.55023291e-02  -3.66615491e-02  -2.71052290e-01
   -2.48086256e-03  -7.02442557e-02]
 [  1.66412505e-04   1.56763113e-01   8.64782261e-02  -3.42141887e-02
   -5.11497691e-02   1.72779074e-01   4.99598685e-03   1.17942920e-01
   -1.68257080e-02   1.78605278e-01]
 [  2.27068940e-01   1.03109813e-01   2.80781445e-02   7.08289168e-02
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   -5.79258732e-02  -2.50307545e-02]
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 [  2.07376780e-01   2.94561511e-01   2.34928841e-01   1.08230304e-01
   -6.49474651e-01   9.82217730e-02  -1.61803011e-01   1.58453931e-01
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   -1.67010127e-01  -2.23606581e-01]
 [  1.07536403e-02  -4.29311937e-01  -1.97716860e-01  -1.77600957e-01
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 [ -7.86015470e-02  -4.54418816e-02   2.80733135e-01   6.38923571e-02
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   -6.16653805e-02  -7.32981066e-04]
 [ -2.97028663e-01  -7.22396099e-03   3.22254804e-02   4.19768803e-02
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   -3.06566178e-02   1.29763047e-01]
 [  1.72813021e-01  -5.17275319e-02  -2.19630707e-01  -1.76377265e-02
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 [  2.55938779e-01  -2.24374322e-01   8.20771557e-02   4.69722001e-02
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    1.61010033e-01  -1.08155393e-01]
 [ -8.98926510e-02  -1.02704944e-01   1.25832464e-01   1.21945773e-01
    3.57183061e-02  -1.21222333e-01   2.00014161e-01  -7.89240870e-02
    1.83934325e-01   1.69010090e-02]
 [ -1.22316815e-01  -2.92582300e-01   1.47401757e-01  -4.81112749e-01
   -6.50724512e-01   1.80555956e-01   2.33790338e-01  -1.36873357e-01
   -1.05743436e-01   9.04598906e-02]]
[[ 0.62511292]
 [ 1.94436807]
 [ 0.21915875]
 [ 0.9511653 ]
 [-2.98173443]
 [-0.36237661]
 [-1.93844351]
 [ 0.05927207]
 [ 0.67438905]
 [ 0.85437083]]
Progress: 78.2% ... Training loss: 0.242 ... Validation loss: 0.419[[  2.33280330e-01   5.88327386e-01  -7.76064153e-02   1.73197130e-01
   -1.54245871e-01  -9.85231577e-02  -1.48665347e-01   1.21096919e-01
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 [  9.15337396e-03   1.03257111e-01  -2.06983612e-02   4.51986470e-02
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    1.45201533e-01  -2.67682991e-02]
 [  2.28489849e-01   5.43852452e-01   8.77703622e-03  -6.50118041e-02
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    8.21541648e-02   3.31371906e-01]
 [  1.48910404e-02  -5.09351353e-01  -1.99348619e-01   2.31534109e-01
   -2.12137848e-01   1.58396938e-01   3.66893525e-01   5.97415840e-02
    1.02967919e-01   2.99183753e-01]
 [ -6.64684014e-02  -2.83132507e-02  -1.46282280e-01   3.82638261e-02
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   -2.00715391e-01  -9.14897490e-02]
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   -4.93381472e-02  -6.05282709e-02]
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   -2.34905637e-01   6.35673998e-02  -1.87804564e-02  -3.11948810e-02
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   -1.78107743e-01  -2.17458322e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.91730908e-01  -1.15006353e-01]
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   -5.79694551e-02  -7.92990103e-02   3.22388991e-01  -8.29658912e-04
   -1.99432978e-03  -3.56484556e-02]
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   -7.46505420e-02   8.12139035e-02  -1.31835376e-02  -2.11099217e-02
   -9.58878796e-02  -1.01407697e-02]
 [ -1.19847385e-01  -1.14100415e-01  -2.00685407e-01   1.57966155e-01
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 [ -5.23566224e-02  -1.08348475e-01   2.81040306e-01   1.19502648e-01
   -6.04636488e-04  -7.12841835e-02  -9.35372794e-02   1.20940516e-01
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 [  7.33914873e-02  -4.16314676e-02   8.89016111e-02   8.74480481e-02
   -1.01084631e-01  -1.84860276e-02   1.20937414e-01   1.18935951e-01
   -1.89778736e-02  -4.52866909e-02]
 [  5.95858095e-03  -2.24483483e-01  -2.98126964e-01  -6.94392765e-02
   -6.38116721e-02  -8.96147470e-02   2.44874287e-02   1.60084345e-01
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   -1.46870241e-01  -4.44125497e-02]
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   -2.10157559e-02   2.34319474e-02]
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   -1.72274858e-01  -3.73019630e-01]
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 [  1.65191875e-02  -5.95844963e-01  -4.34547236e-02  -1.00424159e-01
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   -3.60540516e-01  -2.13783745e-01]
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   -7.24084900e-02   8.88348779e-02]
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   -8.76919275e-02  -1.30437036e-01]
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 [  3.84532900e-01   4.37157112e-01  -6.96166146e-02   3.21858682e-01
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 [  6.35767758e-02   1.01062298e-01   2.60615977e-01   2.62357276e-01
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 [  4.72799627e-02   1.58022449e-01   2.48976806e-01   9.39238880e-02
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   -1.71945199e-01   1.27971570e-01]
 [  9.15648135e-02   1.01743766e-01   1.11771169e-01   2.04669257e-02
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   -1.73687859e-02   1.77858227e-01]
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   -5.81321281e-02  -2.52846271e-02]
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 [  6.33117015e-02   4.70794958e-01   1.30338360e-01   4.57658724e-01
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   -2.11688052e-01   2.93061645e-02]
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   -1.67812391e-01  -2.24614357e-01]
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    8.39682328e-02  -6.71335896e-02   7.01777488e-03  -1.32005577e-01
    1.60555047e-01  -1.08770087e-01]
 [ -8.99888620e-02  -1.03154488e-01   1.25797720e-01   1.21734911e-01
    3.63227121e-02  -1.21140604e-01   2.00413534e-01  -7.89343456e-02
    1.83795687e-01   1.67266717e-02]
 [ -1.24092927e-01  -2.96672786e-01   1.46745218e-01  -4.83992332e-01
   -6.48623120e-01   1.81641263e-01   2.39114488e-01  -1.37050976e-01
   -1.07628698e-01   8.81105812e-02]]
[[ 0.59824812]
 [ 1.929975  ]
 [ 0.19946073]
 [ 0.9270117 ]
 [-2.99471249]
 [-0.38394302]
 [-1.96355746]
 [ 0.03736977]
 [ 0.64639042]
 [ 0.8272756 ]]
Progress: 78.3% ... Training loss: 0.241 ... Validation loss: 0.414[[  2.38522676e-01   6.03600652e-01  -7.58040542e-02   1.81344585e-01
   -1.71328588e-01  -1.01815022e-01  -1.61484912e-01   1.21433883e-01
    2.41790382e-02   3.35911835e-01]
 [  8.97872171e-03   1.01822089e-01  -2.07999379e-02   4.46781105e-02
    6.13461319e-02  -5.70791810e-03   3.52007268e-01   4.00535118e-02
    1.44938810e-01  -2.72497332e-02]
 [  2.29186898e-01   5.46809905e-01   9.01528264e-03  -6.38813367e-02
    9.02645105e-01  -3.10366289e-02  -1.15185068e+00  -4.43477589e-02
    8.30929084e-02   3.32547677e-01]
 [  1.20377443e-02  -5.18224278e-01  -2.00358880e-01   2.26559333e-01
   -2.01418577e-01   1.60050288e-01   3.71539871e-01   5.95546544e-02
    9.95905650e-02   2.94995304e-01]
 [ -6.47839501e-02  -2.23689169e-02  -1.45695445e-01   4.14204694e-02
   -1.65581830e-01  -1.82349434e-01   2.01624450e-01  -1.14708362e-01
   -1.98643016e-01  -8.92088222e-02]
 [ -3.95870188e-01  -6.76162616e-01  -3.05579580e-01   1.30312789e-01
   -4.09893894e-01   3.75645494e-02   3.90812929e-01  -4.29744022e-02
   -4.72630258e-02  -5.79565504e-02]
 [ -1.62351814e-02  -4.07569475e-01   5.60364209e-03   6.09772792e-02
   -2.30471088e-01  -6.86627917e-02   1.64208780e-01  -1.95761284e-01
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   -2.89243221e-01  -3.87932885e-02   1.28607231e-01   1.10045509e-01
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   -2.40954621e-01   6.26151954e-02  -2.27317867e-02  -3.11024366e-02
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   -3.11234542e-02   2.48516016e-02]
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   -3.62197241e-01  -4.58801554e-03   2.73339829e-01  -1.02410886e-01
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   -1.77933151e-01  -2.17150875e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90027504e-01  -3.32821492e-01   9.24110275e-02   2.04659071e-01
   -1.92765698e-01  -6.15091785e-02   1.07812193e-01  -2.62988904e-01
   -2.90861646e-01  -1.13865894e-01]
 [  7.72071650e-02  -2.67534261e-01  -3.15719599e-02   7.80439370e-02
   -6.06786340e-02  -7.99345404e-02   3.20725616e-01  -7.66560082e-04
   -9.83036281e-04  -3.44390665e-02]
 [  2.98417895e-02  -1.56546487e-01  -2.13991904e-01   1.28392324e-01
   -7.59570182e-02   8.08446433e-02  -1.48661017e-02  -2.10662350e-02
   -9.51336136e-02  -9.21131612e-03]
 [ -1.19593944e-01  -1.13475070e-01  -2.00597473e-01   1.58380999e-01
   -6.57281101e-02   1.32660341e-01  -2.66339472e-02  -2.51652753e-01
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 [ -5.25432437e-02  -1.09672382e-01   2.80979733e-01   1.19267809e-01
   -1.01523047e-03  -7.11402844e-02  -9.20510238e-02   1.20929585e-01
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 [  7.42536336e-02  -3.93786843e-02   8.91854483e-02   8.88070181e-02
   -1.05235473e-01  -1.90437776e-02   1.18546853e-01   1.18990085e-01
   -1.80427166e-02  -4.40977516e-02]
 [  6.23577656e-03  -2.24444286e-01  -2.98047996e-01  -6.91703272e-02
   -6.49738141e-02  -8.97922473e-02   2.39768503e-02   1.60099334e-01
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 [  5.60049062e-02  -9.65199315e-02  -1.11691286e-01   6.21856126e-02
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   -1.45868806e-01  -4.31521651e-02]
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   -1.72000187e-01  -3.72677961e-01]
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    2.96756835e-02  -3.92653192e-01]
 [  1.67068316e-02  -5.95760435e-01  -4.33778867e-02  -1.00038464e-01
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   -3.60374672e-01  -2.13631263e-01]
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   -7.21396151e-02   8.91669169e-02]
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   -8.75897112e-02  -1.30304682e-01]
 [ -2.20970019e-01  -4.10895800e-01   2.47157163e-01  -2.56443192e-01
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   -2.69099607e-01  -3.59702722e-02]
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   -3.80053435e-02  -1.49766807e-01]
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   -1.45336003e-01   7.17708812e-02  -1.25690639e-01   2.76962620e-01
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 [  3.85450636e-01   4.39512422e-01  -6.92974506e-02   3.23043150e-01
   -9.26142187e-01  -2.95978892e-01  -5.61627550e-01   1.79213283e-01
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 [  6.36511258e-02   1.01127398e-01   2.60635016e-01   2.62440455e-01
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   -1.20558593e-01  -2.71878509e-01]
 [  2.27490040e-02  -1.29164035e-01  -1.22099326e-01  -6.29725601e-02
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 [  1.78908246e-02  -3.69412348e-02  -6.42069474e-02  -3.74201803e-02
   -4.39675635e-03  -1.89945857e-01   9.57634833e-03   1.06599229e-02
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 [  4.73429842e-02   1.58036850e-01   2.49003065e-01   9.40278161e-02
   -2.13503613e-01  -1.50156288e-01   6.88200186e-03   4.00738261e-02
   -1.71919584e-01   1.28085088e-01]
 [  9.28280499e-02   1.05529306e-01   1.12193885e-01   2.23290729e-02
   -2.10783140e-01   5.46138235e-02  -4.03979223e-02  -2.70978046e-01
   -1.08223095e-03  -6.84724477e-02]
 [  7.41213880e-05   1.56009717e-01   8.64364040e-02  -3.44513612e-02
   -4.94999470e-02   1.72817980e-01   4.55173411e-03   1.17914871e-01
   -1.69498658e-02   1.78357036e-01]
 [  2.27438571e-01   1.04487175e-01   2.82123298e-02   7.14733664e-02
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   -5.74626475e-02  -2.44479454e-02]
 [  5.38516380e-02   8.96657410e-02   1.98735022e-02   5.13970996e-02
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   -6.52133902e-01   9.81041790e-02  -1.61231766e-01   1.58451681e-01
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 [ -8.78340425e-02   2.42290262e-01   2.35480356e-01  -3.39722842e-03
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   -4.74801923e-02   3.13193812e-02]
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   -2.89642488e-01  -1.09653361e-01]
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   -2.11783274e-01   2.91914387e-02]
 [  8.37954057e-03  -4.70189424e-01  -1.29017205e-01  -1.65209828e-01
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   -1.67540341e-01  -2.24254322e-01]
 [  8.90617227e-03  -4.34452998e-01  -1.98369417e-01  -1.80566350e-01
   -5.52468861e-01   1.11667597e-02   3.18402283e-01  -1.71126594e-01
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 [ -7.76921069e-02  -4.42675867e-02   2.81049336e-01   6.54606098e-02
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   -6.06782225e-02   4.69347948e-04]
 [ -2.97239821e-01  -8.77079088e-03   3.21284726e-02   4.17954132e-02
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   -3.09529349e-02   1.29366502e-01]
 [  1.72841920e-01  -5.15492800e-02  -2.19589799e-01  -1.74596645e-02
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    3.87300502e-02  -1.39384254e-01]
 [  2.55711906e-01  -2.26251045e-01   8.19962169e-02   4.64762993e-02
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 [ -8.85161052e-02  -9.94743912e-02   1.26284764e-01   1.23973198e-01
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    1.85254767e-01   1.86941025e-02]
 [ -1.22549331e-01  -2.92184077e-01   1.47284472e-01  -4.81634293e-01
   -6.54671188e-01   1.80597744e-01   2.34847086e-01  -1.36956364e-01
   -1.05889520e-01   9.01959417e-02]]
[[ 0.62418226]
 [ 1.95015141]
 [ 0.22379821]
 [ 0.95117148]
 [-2.98266636]
 [-0.36379929]
 [-1.9375031 ]
 [ 0.05850056]
 [ 0.67158503]
 [ 0.85216511]]
Progress: 78.3% ... Training loss: 0.243 ... Validation loss: 0.420[[  2.36323136e-01   5.96437904e-01  -7.66852113e-02   1.77662169e-01
   -1.58197714e-01  -1.00384932e-01  -1.54953752e-01   1.21200651e-01
    2.15153338e-02   3.32740620e-01]
 [  8.95600106e-03   1.01702024e-01  -2.08121050e-02   4.46279658e-02
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    1.44911345e-01  -2.72947002e-02]
 [  2.26834875e-01   5.37522938e-01   8.04110513e-03  -6.79271891e-02
    9.14926730e-01  -2.95503787e-02  -1.14554989e+00  -4.45930470e-02
    8.05478607e-02   3.29282449e-01]
 [  1.41179159e-02  -5.10581229e-01  -1.99575518e-01   2.30051097e-01
   -2.11401215e-01   1.58862246e-01   3.63694427e-01   5.97646047e-02
    1.01741969e-01   2.98183800e-01]
 [ -6.32908037e-02  -1.68554042e-02  -1.45079650e-01   4.41393768e-02
   -1.72584900e-01  -1.83260735e-01   1.97800085e-01  -1.14560736e-01
   -1.96966718e-01  -8.72805306e-02]
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   -4.07892105e-01   3.79253343e-02   3.92404570e-01  -4.30335245e-02
   -4.80042221e-02  -5.88735011e-02]
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   -2.77349948e-01  -3.71923588e-02   1.34945486e-01   1.09785539e-01
    5.56810514e-02  -3.99775569e-02]
 [ -1.73829995e-01  -2.29395507e-01  -2.98901379e-01  -1.53943882e-02
   -2.40909595e-01   6.22926088e-02  -2.41469011e-02  -3.10474050e-02
    2.87168089e-01  -1.24978062e-01]
 [  1.55452765e-02  -5.60939668e-01   5.78606104e-02  -1.29788171e-01
   -5.40484610e-01  -9.75987589e-02   1.76892376e-01  -1.23924798e-01
   -3.41132671e-02   2.12647286e-02]
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   -3.59528507e-01  -4.31604637e-03   2.74987710e-01  -1.02451260e-01
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   -1.78306174e-01  -2.17568692e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90295099e-01  -3.33498863e-01   9.23089794e-02   2.04258893e-01
   -1.92263408e-01  -6.13328278e-02   1.08252973e-01  -2.63018718e-01
   -2.91194282e-01  -1.14332381e-01]
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    1.84349182e-01   1.75811636e-02]
 [ -1.22306153e-01  -2.91543254e-01   1.47354265e-01  -4.81242628e-01
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[[ 0.61068151]
 [ 1.93997046]
 [ 0.21052905]
 [ 0.93994497]
 [-2.99491028]
 [-0.37435309]
 [-1.94592104]
 [ 0.04670032]
 [ 0.65929106]
 [ 0.83910677]]
Progress: 78.4% ... Training loss: 0.236 ... Validation loss: 0.410[[  2.36647657e-01   5.97757367e-01  -7.65683081e-02   1.78084386e-01
   -1.61406128e-01  -1.00661800e-01  -1.55639277e-01   1.21227846e-01
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   -4.83489192e-02  -5.93310611e-02]
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   -1.78561170e-01  -2.17960359e-01]
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   -9.26758491e-01  -2.96056308e-01  -5.62520548e-01   1.79228698e-01
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 [  6.40422991e-02   1.01295448e-01   2.60750195e-01   2.62776998e-01
   -1.11719530e-02  -2.06173554e-01  -1.87047558e-01  -1.31879952e-01
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 [  4.73945874e-02   1.58265604e-01   2.49009479e-01   9.40281385e-02
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   -1.71932346e-01   1.28108471e-01]
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   -2.14049961e-01   5.41371856e-02  -4.21068191e-02  -2.70927399e-01
   -2.78693369e-04  -6.74788812e-02]
 [  3.80516346e-04   1.56510735e-01   8.65039489e-02  -3.41539010e-02
   -5.12609815e-02   1.72652825e-01   3.87728153e-03   1.17933994e-01
   -1.66636175e-02   1.78715480e-01]
 [  2.27192490e-01   1.03367705e-01   2.80838285e-02   7.09376921e-02
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   -5.77446165e-02  -2.47734164e-02]
 [  5.44182370e-02   9.13996598e-02   2.00880994e-02   5.22849401e-02
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 [  2.06773079e-01   2.93236837e-01   2.34755486e-01   1.07548349e-01
   -6.51735866e-01   9.85165344e-02  -1.59651377e-01   1.58397817e-01
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   -4.75836982e-02   3.11244705e-02]
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 [  8.84657143e-03  -4.35162932e-01  -1.98427549e-01  -1.80871519e-01
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 [ -7.82239130e-02  -4.66371783e-02   2.80848185e-01   6.47344903e-02
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   -6.11846568e-02  -3.39080461e-05]
 [ -2.98674698e-01  -1.32160193e-02   3.16134021e-02   3.96806041e-02
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   -3.25224800e-02   1.27527469e-01]
 [  1.72080967e-01  -5.44143016e-02  -2.19905140e-01  -1.87038687e-02
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    3.77137782e-02  -1.40519683e-01]
 [  2.55917916e-01  -2.26616549e-01   8.20481684e-02   4.65496407e-02
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    1.60835712e-01  -1.08332486e-01]
 [ -8.93923663e-02  -1.02303874e-01   1.25958979e-01   1.22481614e-01
    3.50272456e-02  -1.21452357e-01   1.98646139e-01  -7.89314634e-02
    1.84287319e-01   1.74826009e-02]
 [ -1.21743977e-01  -2.89886707e-01   1.47549601e-01  -4.80596290e-01
   -6.58986931e-01   1.80143223e-01   2.33563317e-01  -1.36896087e-01
   -1.04917206e-01   9.13830447e-02]]
[[ 0.61408113]
 [ 1.94222954]
 [ 0.21321227]
 [ 0.94026148]
 [-2.98944336]
 [-0.37115967]
 [-1.94608831]
 [ 0.04840488]
 [ 0.6614145 ]
 [ 0.84186986]]
Progress: 78.5% ... Training loss: 0.235 ... Validation loss: 0.410[[  2.37244953e-01   6.00151725e-01  -7.63440143e-02   1.78874351e-01
   -1.64725410e-01  -1.00954462e-01  -1.56688605e-01   1.21270180e-01
    2.26038135e-02   3.34086633e-01]
 [  8.73224946e-03   1.01319213e-01  -2.08859690e-02   4.42540686e-02
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    1.44688683e-01  -2.75784104e-02]
 [  2.30974068e-01   5.47565073e-01   9.41299101e-03  -6.21240189e-02
    8.99680948e-01  -3.20206763e-02  -1.15733442e+00  -4.42821015e-02
    8.47697280e-02   3.34411985e-01]
 [  1.54473683e-02  -5.07133489e-01  -1.98951642e-01   2.33246216e-01
   -2.16665181e-01   1.57831398e-01   3.59829451e-01   5.99102777e-02
    1.03591064e-01   3.00682274e-01]
 [ -6.31842512e-02  -1.42448183e-02  -1.45049057e-01   4.43760886e-02
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   -1.96726418e-01  -8.70328056e-02]
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   -4.85986659e-02  -5.95858504e-02]
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   -2.27716261e-01  -6.75023937e-02   1.70806032e-01  -1.95928445e-01
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   -2.87920134e-01  -3.84769801e-02   1.27841105e-01   1.09936483e-01
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   -2.47918781e-01   6.13586925e-02  -2.83113988e-02  -3.09195117e-02
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 [  1.64485811e-02  -5.59576337e-01   5.80843570e-02  -1.29204011e-01
   -5.48633342e-01  -9.80071095e-02   1.73921555e-01  -1.23890966e-01
   -3.33723182e-02   2.21361136e-02]
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   -3.66277233e-01  -5.07770396e-03   2.71967871e-01  -1.02348944e-01
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   -1.78227669e-01  -2.17553596e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90151078e-01  -3.33376280e-01   9.23550474e-02   2.04373652e-01
   -1.92564383e-01  -6.14313406e-02   1.08013661e-01  -2.63010492e-01
   -2.91070425e-01  -1.14173399e-01]
 [  7.68168753e-02  -2.68479120e-01  -3.17017586e-02   7.74634824e-02
   -5.94190307e-02  -7.96979805e-02   3.21607734e-01  -7.95462486e-04
   -1.43259112e-03  -3.49353661e-02]
 [  2.83140165e-02  -1.60993656e-01  -2.14514267e-01   1.26067056e-01
   -7.15834672e-02   8.17191377e-02  -1.06370754e-02  -2.11863209e-02
   -9.67474988e-02  -1.12769117e-02]
 [ -1.19443211e-01  -1.13336458e-01  -2.00530883e-01   1.58538913e-01
   -6.69593624e-02   1.32664984e-01  -2.65819382e-02  -2.51649565e-01
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 [ -5.31871614e-02  -1.11615552e-01   2.80758257e-01   1.18294287e-01
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 [  7.32381562e-02  -4.37655541e-02   8.87396531e-02   8.68603614e-02
   -1.02090826e-01  -1.83759038e-02   1.22225003e-01   1.18883088e-01
   -1.92879061e-02  -4.57584787e-02]
 [  5.52914168e-03  -2.27310353e-01  -2.98338433e-01  -7.03960257e-02
   -6.22449934e-02  -8.93108922e-02   2.46803760e-02   1.60032252e-01
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 [  5.63502187e-02  -9.63309379e-02  -1.11598639e-01   6.26978984e-02
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   -1.45476196e-01  -4.25564561e-02]
 [  2.10244316e-02   1.72557400e-02   1.29414719e-01   1.40250408e-01
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   -1.63379685e-01  -3.29862008e-01   1.38750743e-01   7.43920643e-03
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   -1.34838572e-01  -2.01490077e-01   1.02388261e-02  -2.17238251e-02
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   -3.77790337e-01   4.11400839e-03   9.27399467e-02  -2.70352093e-02
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   -1.71577149e-01  -3.72190999e-01]
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 [  1.64756320e-02  -5.97253330e-01  -4.34658871e-02  -1.00429487e-01
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   -3.60646372e-01  -2.13970919e-01]
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   -7.22617568e-02   8.90282695e-02]
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   -8.68576730e-02  -1.29331169e-01]
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   -2.69165273e-01  -3.60111180e-02]
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   -3.78410044e-02  -1.49469763e-01]
 [  6.73271460e-02   2.54075635e-01   1.48583300e-01  -1.47787641e-01
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 [  3.85351045e-01   4.39496656e-01  -6.93241117e-02   3.22945284e-01
   -9.26631110e-01  -2.95934314e-01  -5.62245078e-01   1.79212209e-01
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 [  6.41060641e-02   1.01484656e-01   2.60785855e-01   2.62883400e-01
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   -1.20092196e-01  -2.71372968e-01]
 [  2.30526411e-02  -1.28896566e-01  -1.22020151e-01  -6.26668090e-02
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 [  1.81260756e-02  -3.64979957e-02  -6.41298663e-02  -3.71527135e-02
   -5.44941704e-03  -1.90109493e-01   9.36357853e-03   1.06778458e-02
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 [  4.72354523e-02   1.57732902e-01   2.48944805e-01   9.36976414e-02
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   -1.72134324e-01   1.27848287e-01]
 [  9.31742075e-02   1.06675005e-01   1.12302537e-01   2.27620930e-02
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   -7.40878057e-04  -6.80582590e-02]
 [  2.10962660e-04   1.55713247e-01   8.64451154e-02  -3.44083290e-02
   -4.95493576e-02   1.72722797e-01   4.29911743e-03   1.17919177e-01
   -1.68673261e-02   1.78542464e-01]
 [  2.26847942e-01   1.02805241e-01   2.79818251e-02   7.04375729e-02
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   -5.81117976e-02  -2.52346831e-02]
 [  5.46114994e-02   9.19119682e-02   2.01436537e-02   5.25286956e-02
   -4.85505192e-01  -1.29189473e-01  -2.75726711e-01   4.12920742e-02
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 [  6.42793224e-02   4.72525179e-01   1.30654316e-01   4.59239479e-01
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   -6.51621378e-01   9.87132864e-02  -1.58857364e-01   1.58370714e-01
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   -4.77374272e-02   3.09392021e-02]
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   -2.89616861e-01  -1.09611474e-01]
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   -2.11748590e-01   2.92346313e-02]
 [  7.82611424e-03  -4.71718048e-01  -1.29214839e-01  -1.66016363e-01
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   -1.68144056e-01  -2.24981304e-01]
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   -5.54706733e-01   1.18166417e-02   3.20353407e-01  -1.71220248e-01
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   -6.01772086e-02   1.21544730e-03]
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 [  2.55225375e-01  -2.29000777e-01   8.17878228e-02   4.54054457e-02
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    1.60028788e-01  -1.09364656e-01]
 [ -8.95049015e-02  -1.03067397e-01   1.25907728e-01   1.22263792e-01
    3.49173204e-02  -1.21357416e-01   1.98804850e-01  -7.89431670e-02
    1.84126881e-01   1.72986871e-02]
 [ -1.20779279e-01  -2.86659763e-01   1.47893123e-01  -4.79283864e-01
   -6.64172825e-01   1.79586637e-01   2.30543566e-01  -1.36822220e-01
   -1.03906997e-01   9.24796313e-02]]
[[ 0.61816502]
 [ 1.94722923]
 [ 0.2174714 ]
 [ 0.94479816]
 [-2.98625494]
 [-0.36610982]
 [-1.94394302]
 [ 0.05198923]
 [ 0.66699173]
 [ 0.84923595]]
Progress: 78.5% ... Training loss: 0.237 ... Validation loss: 0.413[[  2.37931006e-01   6.03882106e-01  -7.60844726e-02   1.80094918e-01
   -1.66521198e-01  -1.01505223e-01  -1.58008272e-01   1.21346559e-01
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 [  8.84583695e-03   1.01852166e-01  -2.08168581e-02   4.44405082e-02
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    1.44852955e-01  -2.74092412e-02]
 [  2.30308775e-01   5.47020211e-01   9.27875123e-03  -6.26121562e-02
    8.99136463e-01  -3.17936785e-02  -1.16126074e+00  -4.43360510e-02
    8.42203016e-02   3.33534677e-01]
 [  1.73566665e-02  -5.01140521e-01  -1.98239513e-01   2.36249719e-01
   -2.25413962e-01   1.56680294e-01   3.57887668e-01   6.00841255e-02
    1.05857547e-01   3.03597731e-01]
 [ -6.16258067e-02  -9.52864190e-03  -1.44493539e-01   4.67336408e-02
   -1.74230859e-01  -1.84357209e-01   1.92355434e-01  -1.14409756e-01
   -1.95030677e-01  -8.52686775e-02]
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   -4.07950464e-01   3.80222127e-02   3.93778279e-01  -4.30463034e-02
   -4.81969938e-02  -5.90688511e-02]
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   -2.91615475e-01  -3.88701705e-02   1.25005043e-01   1.09991127e-01
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   -2.49166282e-01   6.10555559e-02  -2.94627657e-02  -3.08760010e-02
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   -1.77645308e-01  -2.16929179e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90146062e-01  -3.33331748e-01   9.23698501e-02   2.04404103e-01
   -1.92438967e-01  -6.14475677e-02   1.08148911e-01  -2.63009233e-01
   -2.91055196e-01  -1.14146327e-01]
 [  7.74194997e-02  -2.67290975e-01  -3.15208500e-02   7.82694001e-02
   -6.00589062e-02  -8.00320703e-02   3.20635221e-01  -7.44452793e-04
   -7.85255721e-04  -3.41223106e-02]
 [  2.79440646e-02  -1.61592764e-01  -2.14644060e-01   1.25508473e-01
   -7.08911389e-02   8.19356017e-02  -1.00813806e-02  -2.12177691e-02
   -9.71490881e-02  -1.17638900e-02]
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 [  7.27340728e-02  -4.50770476e-02   8.85363060e-02   8.60176047e-02
   -9.96787959e-02  -1.80796392e-02   1.23462585e-01   1.18836410e-01
   -1.99135914e-02  -4.65135736e-02]
 [  5.59921904e-03  -2.27099891e-01  -2.98291577e-01  -6.99515185e-02
   -6.27854947e-02  -8.93980272e-02   2.30661537e-02   1.60044928e-01
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 [  5.73218161e-02  -9.29513184e-02  -1.11208447e-01   6.43241295e-02
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   -1.44268508e-01  -4.11703609e-02]
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   -1.71829556e-01  -3.72523413e-01]
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 [  1.64180268e-02  -5.97376293e-01  -4.34874640e-02  -1.00521706e-01
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   -3.60711570e-01  -2.14055233e-01]
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   -7.21779612e-02   8.91351968e-02]
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   -8.71971546e-02  -1.29701505e-01]
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   -2.69212704e-01  -3.60817187e-02]
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   -1.46193525e-01   7.18196056e-02  -1.25348643e-01   2.76949031e-01
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 [  3.86548673e-01   4.43271521e-01  -6.88796686e-02   3.24945240e-01
   -9.30368826e-01  -2.96699582e-01  -5.64837071e-01   1.79328295e-01
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 [  6.39846262e-02   1.01089725e-01   2.60751037e-01   2.62782139e-01
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   -1.20210348e-01  -2.71561543e-01]
 [  2.25763749e-02  -1.30573626e-01  -1.22217556e-01  -6.35215036e-02
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 [  1.84696611e-02  -3.54350904e-02  -6.40135942e-02  -3.67358833e-02
   -7.15105495e-03  -1.90301759e-01   8.40600391e-03   1.07057728e-02
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   -2.13665410e-01  -1.50266705e-01   5.90248348e-03   4.00922062e-02
   -1.71654815e-01   1.28384690e-01]
 [  9.32658773e-02   1.06985509e-01   1.12333189e-01   2.29227887e-02
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   -6.30441767e-04  -6.79573512e-02]
 [ -7.30459941e-05   1.54917628e-01   8.63267033e-02  -3.49164470e-02
   -4.79812286e-02   1.72897027e-01   4.69981035e-03   1.17890945e-01
   -1.72364701e-02   1.78114424e-01]
 [  2.27022982e-01   1.03332198e-01   2.80450550e-02   7.07067106e-02
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   -5.79215704e-02  -2.49829759e-02]
 [  5.51425232e-02   9.32592798e-02   2.03233545e-02   5.33488680e-02
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 [  6.32336541e-02   4.69488670e-01   1.30273399e-01   4.57663538e-01
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   -6.51570698e-01   9.88033941e-02  -1.58742119e-01   1.58357639e-01
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 [ -8.79491344e-02   2.42145473e-01   2.35417533e-01  -3.62128486e-03
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   -2.89654356e-01  -1.09660990e-01]
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   -2.11892451e-01   2.90631757e-02]
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   -1.68351291e-01  -2.25245745e-01]
 [  8.20305931e-03  -4.36282943e-01  -1.98659319e-01  -1.81944812e-01
   -5.55973927e-01   1.16811812e-02   3.19288293e-01  -1.71202131e-01
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 [ -7.67329818e-02  -4.23915239e-02   2.81429260e-01   6.70965986e-02
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   -5.95178152e-02   1.89117666e-03]
 [ -2.98258800e-01  -1.28633969e-02   3.17632483e-02   4.03684534e-02
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   -3.20166751e-02   1.28169734e-01]
 [  1.73501474e-01  -4.98324987e-02  -2.19349456e-01  -1.62926268e-02
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 [  2.54734963e-01  -2.30376492e-01   8.15901998e-02   4.45630765e-02
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 [ -8.93652967e-02  -1.02930603e-01   1.25956143e-01   1.22468684e-01
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    1.84298381e-01   1.75076867e-02]
 [ -1.21674773e-01  -2.89071424e-01   1.47593014e-01  -4.80431504e-01
   -6.60837227e-01   1.80109109e-01   2.31211045e-01  -1.36898877e-01
   -1.04851692e-01   9.12849945e-02]]
[[ 0.62065569]
 [ 1.9493176 ]
 [ 0.2168348 ]
 [ 0.94914534]
 [-2.98863827]
 [-0.36516222]
 [-1.94251812]
 [ 0.05496318]
 [ 0.66905903]
 [ 0.85145999]]
Progress: 78.5% ... Training loss: 0.238 ... Validation loss: 0.414[[  2.36712114e-01   6.00931418e-01  -7.64287819e-02   1.78190648e-01
   -1.57743850e-01  -1.00867811e-01  -1.52720146e-01   1.21249013e-01
    2.22524003e-02   3.33404592e-01]
 [  9.02425750e-03   1.02249939e-01  -2.07214243e-02   4.48198277e-02
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    1.45113200e-01  -2.70424795e-02]
 [  2.30363635e-01   5.46452625e-01   9.41305537e-03  -6.23434203e-02
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    8.46267355e-02   3.33893983e-01]
 [  1.69119622e-02  -5.00198062e-01  -1.98550595e-01   2.34964192e-01
   -2.24194660e-01   1.57360712e-01   3.56305206e-01   6.00030368e-02
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 [ -6.37909028e-02  -1.60298646e-02  -1.45071515e-01   4.33727735e-02
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   -1.97185321e-01  -8.85253348e-02]
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   -4.66621990e-02  -5.72879142e-02]
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   -2.12611410e-01  -6.52018044e-02   1.81221656e-01  -1.96280537e-01
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   -2.90259513e-01  -3.87273212e-02   1.27223090e-01   1.09960201e-01
    5.81959324e-02  -3.71431816e-02]
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   -2.49540548e-01   6.10676380e-02  -2.96949468e-02  -3.08800778e-02
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   -5.40086017e-01  -9.69785189e-02   1.79548524e-01  -1.24055179e-01
   -3.53197243e-02   1.94571333e-02]
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   -1.78194446e-01  -2.17708485e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -1.21981939e-01  -2.89808237e-01   1.47512691e-01  -4.80855867e-01
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[[ 0.61342965]
 [ 1.94640675]
 [ 0.21080824]
 [ 0.94371918]
 [-2.99297062]
 [-0.37104643]
 [-1.95080554]
 [ 0.04927358]
 [ 0.66243656]
 [ 0.84562848]]
Progress: 78.6% ... Training loss: 0.235 ... Validation loss: 0.408[[  2.33285613e-01   5.91755538e-01  -7.76792517e-02   1.72671093e-01
   -1.44874201e-01  -9.86606310e-02  -1.45224905e-01   1.20947274e-01
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    7.98020545e-02   3.28143455e-01]
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   -1.72473999e-01   1.27347394e-01]
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   -1.19581062e-04  -6.72337450e-02]
 [ -2.24744064e-03   1.48446815e-01   8.55305694e-02  -3.84681939e-02
   -3.79972074e-02   1.74218578e-01   9.80009563e-03   1.17698386e-01
   -1.97436013e-02   1.75019331e-01]
 [  2.27163075e-01   1.03910224e-01   2.81011551e-02   7.09230427e-02
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   -5.77509205e-02  -2.47665743e-02]
 [  5.45012701e-02   9.13864116e-02   2.00976343e-02   5.23186038e-02
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 [  2.05306636e-01   2.89638445e-01   2.34230982e-01   1.05299873e-01
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 [  6.09495412e-03  -4.40036259e-01  -1.99292554e-01  -1.85137614e-01
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   -5.83785767e-02   3.20738103e-03]
 [ -2.98761558e-01  -1.45811570e-02   3.15704424e-02   3.94956899e-02
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   -3.25921330e-02   1.27392883e-01]
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 [  2.53727757e-01  -2.34136538e-01   8.11874541e-02   4.27680537e-02
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 [ -8.96839362e-02  -1.04877941e-01   1.25853291e-01   1.21967280e-01
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    1.83840758e-01   1.71407796e-02]
 [ -1.24414759e-01  -2.96562382e-01   1.46636166e-01  -4.84576030e-01
   -6.53601207e-01   1.81752235e-01   2.37024741e-01  -1.37132011e-01
   -1.07900855e-01   8.75409300e-02]]
[[ 0.59304467]
 [ 1.92930983]
 [ 0.19391317]
 [ 0.92808721]
 [-3.00261177]
 [-0.38570612]
 [-1.96149277]
 [ 0.03258268]
 [ 0.64378847]
 [ 0.82479132]]
Progress: 78.7% ... Training loss: 0.246 ... Validation loss: 0.413[[  2.35505657e-01   5.98413253e-01  -7.69514228e-02   1.76061446e-01
   -1.59625506e-01  -9.99221186e-02  -1.49057966e-01   1.21061906e-01
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 [  9.21421737e-03   1.02531077e-01  -2.06535220e-02   4.51319764e-02
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    1.45335435e-01  -2.67998823e-02]
 [  2.32032635e-01   5.49318781e-01   9.73542445e-03  -5.98300530e-02
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    8.64244289e-02   3.36132264e-01]
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   -2.26870840e-01   1.57482597e-01   3.55820635e-01   6.00449879e-02
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   -1.94350204e-01  -8.45455133e-02]
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   -4.81944571e-02  -5.93112943e-02]
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   -2.87858904e-01  -3.75808741e-02   1.32193937e-01   1.09764885e-01
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   -2.50411351e-01   6.14038164e-02  -2.67806530e-02  -3.09072361e-02
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   -1.79660199e-01  -2.19361714e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.90306626e-01  -1.13322366e-01]
 [  7.70665661e-02  -2.67414618e-01  -3.16258058e-02   7.77437730e-02
   -5.88919683e-02  -7.98002439e-02   3.20775232e-01  -7.67463612e-04
   -1.14598993e-03  -3.46287296e-02]
 [  2.77206395e-02  -1.60991355e-01  -2.14680201e-01   1.25239013e-01
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   -9.74099170e-02  -1.22455037e-02]
 [ -1.21825610e-01  -1.20285525e-01  -2.01334757e-01   1.54856889e-01
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   -1.97246786e-02  -4.61774941e-02]
 [  4.44253484e-03  -2.31104026e-01  -2.98645860e-01  -7.16533609e-02
   -5.88853571e-02  -8.88314524e-02   2.50463332e-02   1.59950881e-01
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   -1.43593316e-01  -4.03720517e-02]
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   -1.71575251e-01  -3.72196865e-01]
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 [  1.63194811e-02  -5.98093628e-01  -4.35300357e-02  -1.00692219e-01
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   -3.60845677e-01  -2.14207717e-01]
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   -7.19402721e-02   8.94471976e-02]
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   -8.67190015e-02  -1.29050286e-01]
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   -2.69227981e-01  -3.61052746e-02]
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 [  3.83348840e-01   4.33942144e-01  -6.99968883e-02   3.19432466e-01
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 [  6.41588484e-02   1.01969495e-01   2.60824149e-01   2.63091328e-01
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   -1.70993809e-01   1.29208936e-01]
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   -5.80232207e-02  -2.50876670e-02]
 [  5.43416919e-02   9.08645422e-02   2.00375061e-02   5.20337222e-02
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   -2.12263326e-01   2.85411627e-02]
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   -5.52635136e-01   1.40791699e-02   3.31214203e-01  -1.71492380e-01
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   -5.68574008e-02   5.16131338e-03]
 [ -2.97879434e-01  -1.17610043e-02   3.18518604e-02   4.08269020e-02
    1.54324587e-01  -2.03501289e-01  -2.34307980e-02   2.36964833e-01
   -3.16650755e-02   1.28282508e-01]
 [  1.72029862e-01  -5.49500764e-02  -2.19806924e-01  -1.84375046e-02
    1.19791030e-01  -3.20191252e-01   4.89255061e-02  -1.63196373e-01
    3.77701873e-02  -1.40323459e-01]
 [  2.54419308e-01  -2.32665471e-01   8.14263426e-02   4.40313132e-02
    9.51240765e-02  -6.65476567e-02   1.11208365e-02  -1.32130370e-01
    1.59004450e-01  -1.10548317e-01]
 [ -8.83803464e-02  -1.01704319e-01   1.26309282e-01   1.23966550e-01
    3.25267441e-02  -1.22098127e-01   1.96934743e-01  -7.88843522e-02
    1.85326145e-01   1.87761729e-02]
 [ -1.23917661e-01  -2.94775767e-01   1.46721951e-01  -4.84201680e-01
   -6.58272489e-01   1.81524099e-01   2.36031170e-01  -1.37112398e-01
   -1.07357938e-01   8.83373502e-02]]
[[ 0.60353217]
 [ 1.94318811]
 [ 0.20717231]
 [ 0.93602934]
 [-2.989767  ]
 [-0.37889555]
 [-1.95999774]
 [ 0.04013656]
 [ 0.65048231]
 [ 0.83897264]]
Progress: 78.7% ... Training loss: 0.235 ... Validation loss: 0.406[[  2.37566954e-01   6.03704843e-01  -7.62918450e-02   1.78653347e-01
   -1.61888010e-01  -1.01000658e-01  -1.52710735e-01   1.21188555e-01
    2.31292092e-02   3.34276756e-01]
 [  1.00030801e-02   1.05189238e-01  -2.03769746e-02   4.63675790e-02
    5.67438693e-02  -6.41892693e-03   3.48953485e-01   4.01295583e-02
    1.46183534e-01  -2.57546313e-02]
 [  2.30280061e-01   5.45776947e-01   9.06679358e-03  -6.24262421e-02
    8.85561980e-01  -3.19744046e-02  -1.16366021e+00  -4.44843443e-02
    8.45308293e-02   3.33796186e-01]
 [  1.52287770e-02  -5.05113200e-01  -1.98956399e-01   2.32168659e-01
   -2.26145093e-01   1.58558666e-01   3.61977251e-01   5.99377085e-02
    1.03060907e-01   3.00223508e-01]
 [ -6.04129172e-02  -7.25004947e-03  -1.43767089e-01   4.87426457e-02
   -1.81910479e-01  -1.85882954e-01   1.90711727e-01  -1.14393340e-01
   -1.93266502e-01  -8.32176144e-02]
 [ -3.94381341e-01  -6.74152220e-01  -3.04996315e-01   1.32308834e-01
   -4.10087871e-01   3.66613082e-02   3.90274736e-01  -4.28722852e-02
   -4.57536482e-02  -5.60820955e-02]
 [ -2.00179046e-02  -4.18688307e-01   4.22746616e-03   5.47267098e-02
   -2.30571752e-01  -6.65956560e-02   1.75822029e-01  -1.96180468e-01
    1.86770065e-01   4.21068078e-02]
 [  8.99768445e-02  -5.09557761e-01   1.94183414e-02  -1.15211762e-01
   -2.93586143e-01  -3.80737421e-02   1.29991806e-01   1.09816919e-01
    5.71582452e-02  -3.80681765e-02]
 [ -1.72490546e-01  -2.27417962e-01  -2.98371317e-01  -1.35880820e-02
   -2.50154293e-01   6.15041038e-02  -2.57858108e-02  -3.09206771e-02
    2.88696172e-01  -1.23119044e-01]
 [  1.46703476e-02  -5.69165967e-01   5.72924976e-02  -1.32603007e-01
   -5.50765753e-01  -9.69951499e-02   1.83037687e-01  -1.24173430e-01
   -3.50203819e-02   1.94964612e-02]
 [ -6.57661876e-02  -2.66638772e-01   1.25335289e-02  -1.09416665e-01
   -3.73028071e-01  -6.51917709e-03   2.66008279e-01  -1.02180830e-01
    2.01160531e-02  -7.69517345e-02]
 [ -1.47602598e-01  -3.92777758e-01  -7.50051876e-02   2.33586432e-02
   -1.65767318e-03   1.07538817e-01   3.00975330e-01  -1.92621029e-02
   -1.78924265e-01  -2.18443603e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.88848281e-01  -3.30525639e-01   9.28856192e-02   2.06491725e-01
   -1.94106904e-01  -6.22692088e-02   1.05870685e-01  -2.62901732e-01
   -2.89663094e-01  -1.12405396e-01]
 [  7.80278354e-02  -2.65751601e-01  -3.12830681e-02   7.91848426e-02
   -6.05663988e-02  -8.04022112e-02   3.19681762e-01  -6.99706461e-04
   -5.88847630e-05  -3.32444311e-02]
 [  2.92968114e-02  -1.56675553e-01  -2.14150014e-01   1.27513697e-01
   -7.46283738e-02   8.10918759e-02  -1.34268836e-02  -2.11502778e-02
   -9.57474978e-02  -1.01658843e-02]
 [ -1.21303912e-01  -1.18626500e-01  -2.01121715e-01   1.55605955e-01
   -6.50806542e-02   1.33667586e-01  -2.10380347e-02  -2.51786692e-01
    7.26724275e-02  -1.91130723e-01]
 [ -5.33267034e-02  -1.12647974e-01   2.80655728e-01   1.17790018e-01
   -2.15926118e-03  -7.07609006e-02  -8.94995329e-02   1.20825758e-01
    9.58083705e-02   7.60860977e-02]
 [  7.29338460e-02  -4.60726393e-02   8.85285979e-02   8.62990250e-02
   -1.03341909e-01  -1.80817662e-02   1.24402155e-01   1.18800186e-01
   -1.97406020e-02  -4.61930207e-02]
 [  4.17412419e-03  -2.32202385e-01  -2.98775688e-01  -7.21840806e-02
   -5.77113638e-02  -8.86335985e-02   2.50819975e-02   1.59928668e-01
    9.39492313e-02  -5.11508302e-02]
 [  5.91736432e-02  -8.80590212e-02  -1.10541026e-01   6.74666693e-02
   -3.23100132e-01   3.12894891e-01   3.06847174e-01   2.04202931e-01
   -1.42081553e-01  -3.84578881e-02]
 [  1.93838518e-02   1.20280750e-02   1.28776306e-01   1.37380793e-01
   -3.18025865e-02   9.75524941e-02  -3.90572452e-02  -4.12270324e-02
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 [  1.09842884e-01   7.56311917e-02  -4.37395468e-02  -1.03635810e-01
   -1.63174404e-01  -3.29581039e-01   1.39899760e-01   7.41634492e-03
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 [ -1.17440605e-01  -1.40825613e-01  -2.01926320e-02   5.11285373e-03
   -1.33208759e-01  -2.00763089e-01   1.44995868e-02  -2.18037575e-02
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 [ -1.68879759e-01  -1.52278160e-01  -2.06658822e-01  -3.42146868e-02
   -3.78339580e-01   3.99282750e-03   9.31281668e-02  -2.70157666e-02
   -2.08520961e-02   2.38391467e-02]
 [ -2.19710699e-02  -2.09348979e-01  -7.25056003e-02  -1.13070195e-01
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   -1.71783419e-01  -3.72492968e-01]
 [ -1.69617809e-02  -5.44494812e-01  -3.26082948e-02  -7.60435010e-02
    6.61047415e-01   1.00369078e-01   6.35133825e-01   9.09692607e-02
    2.85530123e-02  -3.94167648e-01]
 [  1.66974936e-02  -5.97921176e-01  -4.34060812e-02  -1.00070816e-01
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   -3.60427093e-01  -2.13640099e-01]
 [ -1.77664494e-01  -7.08950585e-01  -1.24461944e-02  -2.08487477e-01
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   -7.15059984e-02   9.00115171e-02]
 [ -3.03798385e-01  -5.44365551e-01   5.47942096e-02  -4.47218723e-02
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   -8.65457808e-02  -1.28825028e-01]
 [ -2.20770199e-01  -4.11123407e-01   2.47239468e-01  -2.56035841e-01
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   -2.68848199e-01  -3.56331559e-02]
 [ -1.58581857e-01  -2.96028261e-01  -1.90966506e-01  -1.38197478e-01
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   -3.85289436e-02  -1.50302565e-01]
 [  6.79506854e-02   2.55639654e-01   1.48738140e-01  -1.46904032e-01
   -1.49561878e-01   7.14439134e-02  -1.27398580e-01   2.76955869e-01
    2.59746153e-02   1.31259510e-01]
 [  3.84105192e-01   4.35156718e-01  -6.97975278e-02   3.20051841e-01
   -9.23724137e-01  -2.94855023e-01  -5.53802055e-01   1.79156234e-01
    4.22662746e-01   2.34610094e-02]
 [  6.44143639e-02   1.02306385e-01   2.60916872e-01   2.63447442e-01
   -1.17583434e-02  -2.06415538e-01  -1.87747398e-01  -1.31854358e-01
   -1.19706801e-01  -2.70986912e-01]
 [  2.29230750e-02  -1.29897111e-01  -1.22101695e-01  -6.30003904e-02
    2.42029837e-01   3.74565193e-02  -2.05239675e-02  -1.86357700e-01
    2.82114697e-02   2.02566200e-01]
 [  1.90817594e-02  -3.44034464e-02  -6.37872291e-02  -3.58373562e-02
   -7.31892608e-03  -1.90728965e-01   7.09436525e-03   1.07531468e-02
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 [  4.83562834e-02   1.61535793e-01   2.49280701e-01   9.53334695e-02
   -2.15782364e-01  -1.50796351e-01   3.63967552e-03   4.01045326e-02
   -1.70960646e-01   1.29267183e-01]
 [  9.36821219e-02   1.07915417e-01   1.12528199e-01   2.36909881e-02
   -2.13626809e-01   5.39915087e-02  -4.11804043e-02  -2.70899387e-01
   -7.46601839e-05  -6.71273012e-02]
 [ -1.65587554e-03   1.50302355e-01   8.57300007e-02  -3.76523362e-02
   -3.87876518e-02   1.73839654e-01   7.66784893e-03   1.17737882e-01
   -1.91712173e-02   1.75874951e-01]
 [  2.27205613e-01   1.03968622e-01   2.81189766e-02   7.09320039e-02
    1.97102947e-02  -2.80446149e-02  -2.55253326e-01   1.47607039e-01
   -5.77137211e-02  -2.47027129e-02]
 [  5.42439540e-02   9.13487568e-02   2.00314790e-02   5.19078114e-02
   -4.83985427e-01  -1.28959503e-01  -2.74866585e-01   4.12590333e-02
    1.24849373e-01   2.02740038e-01]
 [  6.35300286e-02   4.69514423e-01   1.30420604e-01   4.58627752e-01
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 [  1.60584365e-01   4.57307717e-01   6.52219802e-02   4.19992857e-01
   -1.35345924e+00  -7.05045773e-02  -3.56609272e-01   1.49505403e-01
    2.08971831e-01   4.51082974e-01]
 [  2.05462537e-01   2.90297751e-01   2.34316060e-01   1.05692568e-01
   -6.52627824e-01   9.92684606e-02  -1.56799588e-01   1.58292524e-01
    2.07829745e-01   3.86318964e-02]
 [ -8.80626879e-02   2.42522258e-01   2.35376772e-01  -3.73757127e-03
   -1.41231844e-01   1.38806135e-01  -9.06347301e-02  -1.69832034e-02
   -4.77568372e-02   3.08572657e-02]
 [ -1.13285897e-01   2.39999707e-03   1.90130609e-02   7.28492786e-02
   -8.30346193e-02   1.22610710e-01   2.29326869e-01   1.80160729e-02
   -2.88708801e-01  -1.08440965e-01]
 [ -2.27819607e-01  -7.54565299e-02  -9.63992543e-02  -3.50921968e-01
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   -2.12139342e-01   2.87011630e-02]
 [  7.15006950e-03  -4.73610978e-01  -1.29432630e-01  -1.66992955e-01
    3.64625348e-01   2.54211175e-02   2.10947494e-01   1.51674983e-01
   -1.68871745e-01  -2.25867840e-01]
 [  3.05190843e-03  -4.49054156e-01  -2.00286648e-01  -1.89919874e-01
   -5.49895580e-01   1.48070068e-02   3.33401155e-01  -1.71567311e-01
    1.07087033e-02  -3.23291886e-01]
 [ -7.26064705e-02  -3.34244330e-02   2.82865453e-01   7.35653555e-02
    1.45357977e-01   4.97278604e-02   3.29375372e-02  -2.92282115e-01
   -5.49430385e-02   7.56037222e-03]
 [ -2.97927365e-01  -1.27606739e-02   3.18590483e-02   4.08771550e-02
    1.52969001e-01  -2.03505969e-01  -2.22661826e-02   2.36965334e-01
   -3.16794424e-02   1.28266440e-01]
 [  1.73345922e-01  -5.16912600e-02  -2.19356122e-01  -1.63646625e-02
    1.15724632e-01  -3.21041132e-01   4.57909235e-02  -1.63096481e-01
    3.92856293e-02  -1.38442870e-01]
 [  2.54645018e-01  -2.32763861e-01   8.14867190e-02   4.43132214e-02
    9.46567238e-02  -6.66963780e-02   1.10059885e-02  -1.32115654e-01
    1.59215315e-01  -1.10271096e-01]
 [ -8.67391405e-02  -9.80749433e-02   1.26861088e-01   1.26295527e-01
    2.94279165e-02  -1.23075636e-01   1.93619902e-01  -7.87762950e-02
    1.87057914e-01   2.10520059e-02]
 [ -1.24098212e-01  -2.94598333e-01   1.46649905e-01  -4.84702971e-01
   -6.60106067e-01   1.81673067e-01   2.36646849e-01  -1.37135826e-01
   -1.07558950e-01   8.83278916e-02]]
[[ 0.6141145 ]
 [ 1.95158154]
 [ 0.21906655]
 [ 0.95078216]
 [-2.98174049]
 [-0.36757077]
 [-1.94136503]
 [ 0.05065405]
 [ 0.66086739]
 [ 0.84924783]]
Progress: 78.8% ... Training loss: 0.237 ... Validation loss: 0.411[[  2.37896776e-01   6.05034807e-01  -7.61660256e-02   1.79184096e-01
   -1.60086625e-01  -1.01259582e-01  -1.53209436e-01   1.21224721e-01
    2.35237021e-02   3.34617702e-01]
 [  1.00030801e-02   1.05189238e-01  -2.03769746e-02   4.63675790e-02
    5.67438693e-02  -6.41892693e-03   3.48953485e-01   4.01295583e-02
    1.46183534e-01  -2.57546313e-02]
 [  2.28178898e-01   5.40816046e-01   8.30109574e-03  -6.60183219e-02
    8.94715795e-01  -3.06655173e-02  -1.15938762e+00  -4.46601350e-02
    8.21414440e-02   3.30561113e-01]
 [  1.59887937e-02  -5.04021777e-01  -1.98750333e-01   2.33437406e-01
   -2.29422574e-01   1.58099729e-01   3.62043041e-01   5.99960293e-02
    1.04013630e-01   3.01515161e-01]
 [ -6.02277262e-02  -6.26904102e-03  -1.43671675e-01   4.90892108e-02
   -1.81653618e-01  -1.86101187e-01   1.89745570e-01  -1.14371657e-01
   -1.92929007e-01  -8.30671738e-02]
 [ -3.93859961e-01  -6.73266690e-01  -3.04814650e-01   1.33078856e-01
   -4.10470567e-01   3.63593094e-02   3.89367795e-01  -4.28286403e-02
   -4.52183414e-02  -5.54181348e-02]
 [ -1.96495717e-02  -4.18342573e-01   4.33395103e-03   5.52758980e-02
   -2.30681328e-01  -6.68373222e-02   1.75046337e-01  -1.96150666e-01
    1.87180915e-01   4.26165254e-02]
 [  8.95401087e-02  -5.10161061e-01   1.92811587e-02  -1.15897527e-01
   -2.89627315e-01  -3.78250520e-02   1.31203168e-01   1.09787901e-01
    5.66892317e-02  -3.88470364e-02]
 [ -1.73103089e-01  -2.29726216e-01  -2.98586677e-01  -1.45247364e-02
   -2.47987935e-01   6.18760325e-02  -2.36053255e-02  -3.09709520e-02
    2.88070187e-01  -1.23946679e-01]
 [  1.48943652e-02  -5.69110608e-01   5.74010203e-02  -1.32194351e-01
   -5.47212999e-01  -9.71627614e-02   1.82370739e-01  -1.24144618e-01
   -3.47559052e-02   1.96081294e-02]
 [ -6.59880565e-02  -2.67712984e-01   1.24362587e-02  -1.09744516e-01
   -3.70731575e-01  -6.38776641e-03   2.67278758e-01  -1.02196913e-01
    1.99128709e-02  -7.71544656e-02]
 [ -1.47764313e-01  -3.93439195e-01  -7.50808323e-02   2.29746291e-02
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   -1.79134402e-01  -2.18785356e-01]
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[[ 0.61299126]
 [ 1.94980438]
 [ 0.21726664]
 [ 0.95209998]
 [-2.98670116]
 [-0.369178  ]
 [-1.93919574]
 [ 0.05064003]
 [ 0.66141038]
 [ 0.84897219]]
Progress: 78.8% ... Training loss: 0.236 ... Validation loss: 0.411[[  2.36451160e-01   6.00584897e-01  -7.67680052e-02   1.76652612e-01
   -1.50514748e-01  -1.00071449e-01  -1.49259210e-01   1.21079111e-01
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 [  2.26758400e-01   5.36068207e-01   7.61532842e-03  -6.87376664e-02
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    8.01688740e-02   3.28176136e-01]
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   -4.55743966e-02  -5.59674561e-02]
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   -1.79679784e-01  -2.19531372e-01]
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   -8.15813573e-04  -6.81048510e-02]
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   -1.94295449e-02   1.75392089e-01]
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   -5.79643229e-02  -2.50447132e-02]
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 [  3.35544765e-03  -4.50501677e-01  -2.00261469e-01  -1.89639678e-01
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   -5.59114129e-02   6.25470409e-03]
 [ -2.97088340e-01  -1.11874208e-02   3.21434596e-02   4.20237489e-02
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   -3.08409121e-02   1.29064557e-01]
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 [  2.54591222e-01  -2.32004295e-01   8.15057038e-02   4.44470819e-02
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 [ -8.76780072e-02  -1.00971999e-01   1.26497400e-01   1.24674707e-01
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    1.85914726e-01   1.97561698e-02]
 [ -1.25270883e-01  -2.96881725e-01   1.46202978e-01  -4.86578685e-01
   -6.55978139e-01   1.82425502e-01   2.38692396e-01  -1.37251743e-01
   -1.08874088e-01   8.66397766e-02]]
[[ 0.6030339 ]
 [ 1.94311347]
 [ 0.20881251]
 [ 0.94675356]
 [-2.99791598]
 [-0.37803494]
 [-1.94787563]
 [ 0.04098822]
 [ 0.65336697]
 [ 0.84041124]]
Progress: 78.8% ... Training loss: 0.235 ... Validation loss: 0.407[[  2.36349058e-01   6.01611246e-01  -7.67933782e-02   1.76444553e-01
   -1.52428389e-01  -9.99639414e-02  -1.49833982e-01   1.21067915e-01
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 [  9.98302506e-03   1.04993576e-01  -2.03821988e-02   4.63485995e-02
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    1.46170276e-01  -2.57561713e-02]
 [  2.26706544e-01   5.36012562e-01   7.58280598e-03  -6.89804391e-02
    9.03385421e-01  -2.93941368e-02  -1.15879048e+00  -4.48339987e-02
    8.03102179e-02   3.28571911e-01]
 [  1.56579699e-02  -5.02792154e-01  -1.98667037e-01   2.33357956e-01
   -2.35296741e-01   1.57967185e-01   3.63716735e-01   6.00171919e-02
    1.04216877e-01   3.01360862e-01]
 [ -5.58638278e-02   6.02459130e-03  -1.42011017e-01   5.62747513e-02
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   -1.87999930e-01  -7.70848302e-02]
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   -4.61594877e-02  -5.67381281e-02]
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   -2.42438034e-01   6.25023362e-02  -1.98861555e-02  -3.10555644e-02
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   -3.54686560e-02   1.86744919e-02]
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   -1.79297789e-01  -2.19047665e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.88831764e-01  -3.30437255e-01   9.28873111e-02   2.06475123e-01
   -1.94130070e-01  -6.22391201e-02   1.05845804e-01  -2.62896594e-01
   -2.89687183e-01  -1.12484853e-01]
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   -7.28454637e-02   8.11847189e-02  -1.25574439e-02  -2.11580911e-02
   -9.59399130e-02  -1.04339743e-02]
 [ -1.20363214e-01  -1.16155299e-01  -2.00805685e-01   1.57000935e-01
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 [ -5.20859867e-02  -1.09077052e-01   2.81070943e-01   1.19696387e-01
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   -9.72568206e-02  -1.73312119e-02   1.26957416e-01   1.18684229e-01
   -2.12147610e-02  -4.79454932e-02]
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   -1.71706576e-01  -3.72413219e-01]
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 [  1.69518199e-02  -5.98340322e-01  -4.33461417e-02  -9.97193279e-02
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   -3.60178095e-01  -2.13301015e-01]
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   -7.18703235e-02   8.96182076e-02]
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   -8.64451266e-02  -1.28657377e-01]
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 [  6.40152347e-02   1.00764845e-01   2.60773748e-01   2.62735535e-01
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   -1.71701498e-01   1.28225829e-01]
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   -8.15813573e-04  -6.81048510e-02]
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   -1.95996562e-02   1.75181257e-01]
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   -5.80798124e-02  -2.51878690e-02]
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   -2.12457558e-01   2.82944292e-02]
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   -1.69034948e-01  -2.26137372e-01]
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   -5.60435950e-02   6.15321317e-03]
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 [  1.72642872e-01  -5.42906279e-02  -2.19604698e-01  -1.74578765e-02
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 [  2.55314977e-01  -2.29501665e-01   8.18183107e-02   4.58927693e-02
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    1.60148814e-01  -1.09212596e-01]
 [ -8.71590198e-02  -9.99455170e-02   1.26676609e-01   1.25492176e-01
    3.21869476e-02  -1.22790501e-01   1.94455066e-01  -7.88295286e-02
    1.86469289e-01   2.04985850e-02]
 [ -1.25986745e-01  -2.98455589e-01   1.45932377e-01  -4.87975412e-01
   -6.56877768e-01   1.82925065e-01   2.40590882e-01  -1.37306853e-01
   -1.09653020e-01   8.56479737e-02]]
[[ 0.60230298]
 [ 1.94291189]
 [ 0.20785758]
 [ 0.94560575]
 [-2.99702712]
 [-0.38092689]
 [-1.94962079]
 [ 0.03939808]
 [ 0.65052495]
 [ 0.83718247]]
Progress: 78.9% ... Training loss: 0.236 ... Validation loss: 0.407[[  2.37264621e-01   6.04664272e-01  -7.64724479e-02   1.77735321e-01
   -1.55228886e-01  -1.00482941e-01  -1.51261962e-01   1.21124803e-01
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 [  9.99134880e-03   1.05049052e-01  -2.03680527e-02   4.64475781e-02
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    1.46242544e-01  -2.57233100e-02]
 [  2.28667640e-01   5.40245226e-01   8.24458365e-03  -6.59249124e-02
    8.96694221e-01  -3.06686704e-02  -1.16365421e+00  -4.47003993e-02
    8.25727472e-02   3.31422579e-01]
 [  1.27392655e-02  -5.10864723e-01  -1.99705409e-01   2.28928108e-01
   -2.27828992e-01   1.59880892e-01   3.69686172e-01   5.98157822e-02
    1.00784054e-01   2.97067111e-01]
 [ -5.75341783e-02   2.06016900e-03  -1.42529205e-01   5.39479273e-02
   -1.90995130e-01  -1.87765113e-01   1.85113661e-01  -1.14135985e-01
   -1.89377480e-01  -7.89857888e-02]
 [ -3.95072617e-01  -6.76353594e-01  -3.05236799e-01   1.31077768e-01
   -4.08201843e-01   3.71451543e-02   3.92915406e-01  -4.29207649e-02
   -4.65703854e-02  -5.73218376e-02]
 [ -1.75525170e-02  -4.12207870e-01   5.08049022e-03   5.85049013e-02
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   -2.86910167e-01  -3.69568312e-02   1.32003598e-01   1.09639210e-01
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 [  1.55741162e-02  -5.66713023e-01   5.75849455e-02  -1.31250743e-01
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   -3.39309019e-02   2.05436206e-02]
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   -1.79153149e-01  -2.18921960e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.88819100e-01  -3.30366820e-01   9.29063173e-02   2.06524722e-01
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   -2.89663606e-01  -1.12485781e-01]
 [  7.84291366e-02  -2.65753408e-01  -3.11255374e-02   7.99003006e-02
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 [  2.89492741e-02  -1.58017587e-01  -2.14257050e-01   1.26908205e-01
   -7.18057928e-02   8.12661620e-02  -1.20921355e-02  -2.11681943e-02
   -9.60923668e-02  -1.06277311e-02]
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   -6.68705412e-02   1.33360981e-01  -2.34027440e-02  -2.51736842e-01
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 [  7.22673507e-02  -4.83056092e-02   8.82608696e-02   8.51680217e-02
   -1.00070231e-01  -1.76715995e-02   1.25707706e-01   1.18724422e-01
   -2.05341012e-02  -4.70876291e-02]
 [  3.76772080e-03  -2.34585613e-01  -2.99026706e-01  -7.30377223e-02
   -5.55659758e-02  -8.82089756e-02   2.33739230e-02   1.59871582e-01
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   -1.42659604e-01  -3.95362068e-02]
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   -1.71554078e-01  -3.72265796e-01]
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 [  1.70737601e-02  -5.98255963e-01  -4.33038621e-02  -9.95024096e-02
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   -3.60036866e-01  -2.13114529e-01]
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   -7.17765002e-02   8.97476051e-02]
 [ -3.03580642e-01  -5.44325634e-01   5.48825040e-02  -4.43092188e-02
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   -8.62548685e-02  -1.28418337e-01]
 [ -2.21364017e-01  -4.12243381e-01   2.47012374e-01  -2.57006017e-01
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   -2.69523930e-01  -3.64283667e-02]
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   -3.83848259e-02  -1.50127812e-01]
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 [  3.83959262e-01   4.35525152e-01  -6.98239237e-02   3.19862805e-01
   -9.25440735e-01  -2.94769888e-01  -5.54003709e-01   1.79145317e-01
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 [  6.41568535e-02   1.01085913e-01   2.60823443e-01   2.62939233e-01
   -9.48299230e-03  -2.06276779e-01  -1.86159505e-01  -1.31879288e-01
   -1.19985197e-01  -2.71309724e-01]
 [  2.26664758e-02  -1.31098839e-01  -1.22213743e-01  -6.34848957e-02
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 [  1.99052532e-02  -3.24092578e-02  -6.35018715e-02  -3.46088034e-02
   -9.12539796e-03  -1.91166407e-01   5.38634276e-03   1.08187009e-02
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 [  4.71914051e-02   1.58225855e-01   2.48843151e-01   9.33410714e-02
   -2.09882151e-01  -1.50174185e-01   6.17026426e-03   4.00126261e-02
   -1.72271867e-01   1.27515069e-01]
 [  9.29834042e-02   1.05916215e-01   1.12291955e-01   2.25801385e-02
   -2.10191295e-01   5.44155718e-02  -4.00410258e-02  -2.70963204e-01
   -8.61984225e-04  -6.81627373e-02]
 [ -1.66288944e-03   1.50275926e-01   8.57035606e-02  -3.78844107e-02
   -3.72810800e-02   1.73823201e-01   6.76399644e-03   1.17728796e-01
   -1.92009335e-02   1.75756331e-01]
 [  2.26783321e-01   1.02531608e-01   2.79538379e-02   7.01026250e-02
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   -5.82357329e-02  -2.53701959e-02]
 [  5.57371040e-02   9.60698093e-02   2.05505218e-02   5.40879937e-02
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 [  6.47690740e-02   4.73239899e-01   1.30889412e-01   4.60672282e-01
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 [  2.05219896e-01   2.89944337e-01   2.34223686e-01   1.05344282e-01
   -6.52690531e-01   9.94147085e-02  -1.55734642e-01   1.58281004e-01
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 [ -8.85670916e-02   2.41381660e-01   2.35196002e-01  -4.41209879e-03
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   -4.83130277e-02   3.02328040e-02]
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   -2.89531713e-01  -1.09447163e-01]
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   -2.12528244e-01   2.81923795e-02]
 [  7.20518292e-03  -4.74017931e-01  -1.29413564e-01  -1.66883568e-01
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   -1.68778019e-01  -2.25802767e-01]
 [  3.97032030e-03  -4.47335105e-01  -2.00057988e-01  -1.88868875e-01
   -5.57314383e-01   1.44774462e-02   3.31215836e-01  -1.71527225e-01
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 [ -7.39965038e-02  -3.87412327e-02   2.82357986e-01   7.13633647e-02
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   -5.64357212e-02   5.61356615e-03]
 [ -2.96998523e-01  -1.14175807e-02   3.21735810e-02   4.21959671e-02
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   -3.06724009e-02   1.29249481e-01]
 [  1.72036459e-01  -5.62267603e-02  -2.19813467e-01  -1.84138465e-02
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    3.79138896e-02  -1.40263559e-01]
 [  2.55596815e-01  -2.29389751e-01   8.19245565e-02   4.62814638e-02
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    1.60418264e-01  -1.08722380e-01]
 [ -8.71990913e-02  -1.00265793e-01   1.26672030e-01   1.25459011e-01
    3.25673041e-02  -1.22761665e-01   1.94814133e-01  -7.88307776e-02
    1.86449825e-01   2.04361177e-02]
 [ -1.25704466e-01  -2.96589940e-01   1.46046916e-01  -4.87583402e-01
   -6.61038648e-01   1.82705629e-01   2.39573814e-01  -1.37284768e-01
   -1.09244318e-01   8.59281204e-02]]
[[ 0.60721997]
 [ 1.94729706]
 [ 0.21272301]
 [ 0.94615219]
 [-2.99376133]
 [-0.37822212]
 [-1.95104171]
 [ 0.04318698]
 [ 0.65383905]
 [ 0.84038255]]
Progress: 79.0% ... Training loss: 0.235 ... Validation loss: 0.406[[  2.35265959e-01   5.99194385e-01  -7.72332800e-02   1.74041558e-01
   -1.43769505e-01  -9.91030740e-02  -1.48548554e-01   1.20957863e-01
    2.03272290e-02   3.30551903e-01]
 [  9.70488580e-03   1.04448757e-01  -2.05015273e-02   4.59021845e-02
    5.71922169e-02  -6.21990173e-03   3.49056904e-01   4.01050865e-02
    1.45818754e-01  -2.62206992e-02]
 [  2.26363542e-01   5.30863810e-01   7.29882409e-03  -7.06731356e-02
    9.10465323e-01  -2.90743844e-02  -1.15984581e+00  -4.49002708e-02
    7.99829241e-02   3.27953200e-01]
 [  1.33865627e-02  -5.07029747e-01  -1.99456616e-01   2.30339109e-01
   -2.35702738e-01   1.59506474e-01   3.68761296e-01   5.98729501e-02
    1.01533772e-01   2.98128707e-01]
 [ -5.91286380e-02  -1.30989550e-03  -1.43077039e-01   5.16625481e-02
   -1.86026455e-01  -1.86863807e-01   1.89344795e-01  -1.14240689e-01
   -1.91104363e-01  -8.10219970e-02]
 [ -3.95514003e-01  -6.76816873e-01  -3.05405204e-01   1.30415860e-01
   -4.07697937e-01   3.74632372e-02   3.92889661e-01  -4.29582735e-02
   -4.71924551e-02  -5.80232034e-02]
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   -2.37523284e-01  -6.74060712e-02   1.72832165e-01  -1.96059617e-01
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 [  8.78944632e-02  -5.16905889e-01   1.85467261e-02  -1.19294027e-01
   -2.83386484e-01  -3.66029601e-02   1.30838164e-01   1.09591059e-01
    5.47696499e-02  -4.10989086e-02]
 [ -1.73664182e-01  -2.32272586e-01  -2.98787827e-01  -1.54717404e-02
   -2.42085149e-01   6.21919035e-02  -2.14246271e-02  -3.10207627e-02
    2.87461326e-01  -1.24914304e-01]
 [  1.63376442e-02  -5.65775731e-01   5.78411019e-02  -1.30378485e-01
   -5.52158768e-01  -9.79110729e-02   1.74896486e-01  -1.24089942e-01
   -3.32849334e-02   2.13441701e-02]
 [ -6.90093633e-02  -2.77359507e-01   1.12903162e-02  -1.15300984e-01
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   -1.10998624e-01   8.39200372e-02]]
[[ 0.60112133]
 [ 1.93860211]
 [ 0.20743801]
 [ 0.94074662]
 [-2.99963738]
 [-0.38040062]
 [-1.95029158]
 [ 0.03993062]
 [ 0.6483289 ]
 [ 0.83317633]]
Progress: 79.0% ... Training loss: 0.236 ... Validation loss: 0.408[[  2.37404378e-01   6.06736298e-01  -7.63938480e-02   1.77702257e-01
   -1.51678145e-01  -1.00582621e-01  -1.53524446e-01   1.21119158e-01
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 [  9.77193532e-03   1.04537734e-01  -2.04769300e-02   4.60135465e-02
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 [  2.26222121e-01   5.32915701e-01   7.27797867e-03  -7.07772300e-02
    9.05047634e-01  -2.91931015e-02  -1.16230076e+00  -4.48892042e-02
    7.98084783e-02   3.27788453e-01]
 [  1.45207164e-02  -5.02570060e-01  -1.99010636e-01   2.32491196e-01
   -2.45961171e-01   1.58831570e-01   3.65086467e-01   5.99502495e-02
    1.02662740e-01   2.99850141e-01]
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   -4.62992741e-02  -5.69275144e-02]
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   -1.80481098e-01  -2.20457891e-01]
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   -2.17525952e-02  -4.86728000e-02]
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   -5.83977683e-02  -8.86310580e-02   1.97045092e-02   1.59908645e-01
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   -1.70912399e-01  -3.71477248e-01]
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   -3.59618106e-01  -2.12602545e-01]
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   -1.74297501e-03  -6.93465486e-02]
 [ -2.00155980e-03   1.49308763e-01   8.55780541e-02  -3.84486700e-02
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   -1.95972300e-02   1.75271037e-01]
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   -5.83806309e-02  -2.55147113e-02]
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 [  4.15056245e-03  -4.48949377e-01  -2.00092988e-01  -1.89148694e-01
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 [ -7.49622216e-02  -4.11201021e-02   2.82020616e-01   6.98973019e-02
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   -5.75149685e-02   4.21500799e-03]
 [ -2.97128928e-01  -1.26755418e-02   3.21154069e-02   4.18176174e-02
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   -3.09102976e-02   1.28986511e-01]
 [  1.73475302e-01  -5.15262539e-02  -2.19181658e-01  -1.56649394e-02
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    3.96402621e-02  -1.38044884e-01]
 [  2.56638710e-01  -2.25916883e-01   8.23111886e-02   4.80645002e-02
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 [ -8.71729232e-02  -1.00902659e-01   1.26682857e-01   1.25464005e-01
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    1.86416726e-01   2.03978629e-02]
 [ -1.26029918e-01  -2.97129812e-01   1.45919756e-01  -4.88328635e-01
   -6.62909262e-01   1.82904394e-01   2.39884652e-01  -1.37318674e-01
   -1.09563466e-01   8.56949197e-02]]
[[ 0.6120963 ]
 [ 1.94473045]
 [ 0.216597  ]
 [ 0.9506506 ]
 [-2.99526975]
 [-0.37267719]
 [-1.94231285]
 [ 0.05030289]
 [ 0.65984437]
 [ 0.84472092]]
Progress: 79.0% ... Training loss: 0.235 ... Validation loss: 0.411[[  2.36095236e-01   6.03916666e-01  -7.68667731e-02   1.75708807e-01
   -1.46859443e-01  -9.97594380e-02  -1.50049466e-01   1.21003811e-01
    2.12793039e-02   3.31754085e-01]
 [  9.75165555e-03   1.04765445e-01  -2.05144766e-02   4.58737649e-02
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    1.45806508e-01  -2.62338882e-02]
 [  2.27342778e-01   5.34024516e-01   7.63012032e-03  -6.90379688e-02
    9.05480267e-01  -2.99606773e-02  -1.16434255e+00  -4.48099379e-02
    8.09145869e-02   3.28970220e-01]
 [  1.41505185e-02  -5.03673177e-01  -1.99193822e-01   2.31881171e-01
   -2.46538452e-01   1.59175804e-01   3.66526193e-01   5.99057749e-02
    1.02313947e-01   2.99108627e-01]
 [ -6.12033589e-02  -9.74115904e-03  -1.43849506e-01   4.80546916e-02
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   -1.93250994e-01  -8.38443886e-02]
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   -4.69855106e-02  -5.76874207e-02]
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   -2.41592311e-01   6.24340423e-02  -1.89250991e-02  -3.10471699e-02
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 [  1.74801704e-02  -5.61923511e-01   5.82969943e-02  -1.28676010e-01
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   -3.20972293e-02   2.28148145e-02]
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   -4.80674038e-04   1.08844849e-01   3.07901396e-01  -1.94373555e-02
   -1.81063750e-01  -2.21311992e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.90295346e-01  -1.13257927e-01]
 [  7.81337075e-02  -2.66372102e-01  -3.12126708e-02   7.96203371e-02
   -5.95916812e-02  -8.04938582e-02   3.19775416e-01  -6.88348156e-04
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 [  2.85338036e-02  -1.58837239e-01  -2.14358352e-01   1.26333490e-01
   -7.03789506e-02   8.14728779e-02  -1.06106633e-02  -2.11986701e-02
   -9.64930980e-02  -1.08052295e-02]
 [ -1.20787388e-01  -1.16820063e-01  -2.00944947e-01   1.56344838e-01
   -6.69133793e-02   1.33413938e-01  -2.34926795e-02  -2.51740004e-01
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 [  6.99562547e-02  -5.59185613e-02   8.74564140e-02   8.14993261e-02
   -9.02453483e-02  -1.62708730e-02   1.31999490e-01   1.18553846e-01
   -2.29655959e-02  -5.02632143e-02]
 [  4.63329561e-03  -2.32735395e-01  -2.98813458e-01  -7.21362990e-02
   -5.87887467e-02  -8.87696762e-02   1.92246754e-02   1.59909131e-01
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 [  5.95251598e-02  -8.72130254e-02  -1.10357390e-01   6.78784968e-02
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   -1.41489631e-01  -3.82289708e-02]
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   -1.58458227e-01  -3.29154701e-01   1.42049515e-01   7.37702639e-03
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   -1.33612505e-01  -2.00590412e-01   1.67718961e-02  -2.18375139e-02
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   -1.71286836e-01  -3.71953532e-01]
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 [  1.71534670e-02  -5.98428705e-01  -4.32853897e-02  -9.93803328e-02
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   -3.59938192e-01  -2.13017099e-01]
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   -7.18929496e-02   8.96352040e-02]
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   -8.67743171e-02  -1.29029023e-01]
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   -2.69133959e-01  -3.59798242e-02]
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 [  3.83174793e-01   4.33252032e-01  -7.02048672e-02   3.18173927e-01
   -9.22284667e-01  -2.94102255e-01  -5.52764722e-01   1.79054425e-01
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 [  6.40026506e-02   1.00359159e-01   2.60769301e-01   2.62709563e-01
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   -3.27589520e-03  -1.90468683e-01   8.34510092e-03   1.07331498e-02
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 [  4.85128026e-02   1.62359015e-01   2.49318201e-01   9.54470908e-02
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   -1.70874364e-01   1.29335793e-01]
 [  9.20365151e-02   1.03014144e-01   1.11945700e-01   2.09268420e-02
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   -1.89632156e-03  -6.95863403e-02]
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   -2.00718377e-02   1.74725993e-01]
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   -5.88856272e-02  -2.60555691e-02]
 [  5.60400350e-02   9.71129553e-02   2.06624751e-02   5.45393141e-02
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 [  6.42259811e-02   4.72730078e-01   1.30704861e-01   4.59947311e-01
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   -6.58102530e-01   9.89954547e-02  -1.57199493e-01   1.58330872e-01
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   -2.89546922e-01  -1.09487893e-01]
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   -2.13067139e-01   2.74674436e-02]
 [  7.78542488e-03  -4.73240093e-01  -1.29210317e-01  -1.66084342e-01
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   -1.68186327e-01  -2.25048807e-01]
 [  3.21655627e-03  -4.51000411e-01  -2.00440596e-01  -1.90610448e-01
   -5.57049242e-01   1.51774640e-02   3.32304552e-01  -1.71621781e-01
    1.06957393e-02  -3.23698711e-01]
 [ -7.56096862e-02  -4.26344140e-02   2.81795630e-01   6.89484239e-02
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   -5.81908076e-02   3.37554034e-03]
 [ -2.95906777e-01  -9.24706849e-03   3.25740713e-02   4.37755115e-02
    1.52100709e-01  -2.04689929e-01  -2.47796422e-02   2.37116923e-01
   -2.96676752e-02   1.30521454e-01]
 [  1.73401358e-01  -5.21351364e-02  -2.19235178e-01  -1.58411476e-02
    1.15692508e-01  -3.21283109e-01   4.54796104e-02  -1.63074560e-01
    3.95365468e-02  -1.38057106e-01]
 [  2.57084493e-01  -2.24847189e-01   8.24676377e-02   4.87644380e-02
    9.20514899e-02  -6.83869280e-02   5.26483897e-03  -1.31910949e-01
    1.61976323e-01  -1.06676247e-01]
 [ -8.75675404e-02  -1.02265844e-01   1.26547042e-01   1.24812484e-01
    3.42759917e-02  -1.22547796e-01   1.95276833e-01  -7.88638423e-02
    1.86014656e-01   1.99611892e-02]
 [ -1.26677652e-01  -2.98526724e-01   1.45665990e-01  -4.89451734e-01
   -6.60987381e-01   1.83349276e-01   2.41096278e-01  -1.37380290e-01
   -1.10329687e-01   8.46585878e-02]]
[[ 0.60844612]
 [ 1.9445403 ]
 [ 0.21391711]
 [ 0.94662806]
 [-2.99742775]
 [-0.37705322]
 [-1.94959624]
 [ 0.04819991]
 [ 0.65613958]
 [ 0.84185046]]
Progress: 79.1% ... Training loss: 0.234 ... Validation loss: 0.409[[  2.34163044e-01   5.98958655e-01  -7.76526844e-02   1.72267958e-01
   -1.33614176e-01  -9.84412139e-02  -1.45319436e-01   1.20825174e-01
    1.89155258e-02   3.29338832e-01]
 [  9.66987016e-03   1.04521849e-01  -2.05412093e-02   4.57453518e-02
    5.76809303e-02  -6.23483279e-03   3.48632200e-01   4.00962025e-02
    1.45717489e-01  -2.63307779e-02]
 [  2.24720872e-01   5.25609064e-01   6.54313704e-03  -7.36425125e-02
    9.20427308e-01  -2.81661914e-02  -1.16038348e+00  -4.50549600e-02
    7.76716424e-02   3.25618191e-01]
 [  1.49213566e-02  -5.00454540e-01  -1.98876414e-01   2.33518223e-01
   -2.51029716e-01   1.58761985e-01   3.64716864e-01   5.99692312e-02
    1.03321269e-01   3.00432702e-01]
 [ -6.08396064e-02  -8.54965534e-03  -1.43750870e-01   4.87485313e-02
   -1.70515060e-01  -1.86115285e-01   1.92937238e-01  -1.14312462e-01
   -1.92743205e-01  -8.34976519e-02]
 [ -3.95131130e-01  -6.75834724e-01  -3.05273187e-01   1.30884910e-01
   -4.06848144e-01   3.73052937e-02   3.92196155e-01  -4.29452446e-02
   -4.68844707e-02  -5.75467261e-02]
 [ -2.17272097e-02  -4.26082724e-01   3.59880273e-03   5.21753007e-02
   -2.27440712e-01  -6.55381858e-02   1.82938908e-01  -1.96314180e-01
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 [  8.87099251e-02  -5.14439092e-01   1.87796568e-02  -1.18366728e-01
   -2.86250016e-01  -3.71699327e-02   1.26787313e-01   1.09621067e-01
    5.53940817e-02  -4.01121585e-02]
 [ -1.72823946e-01  -2.30084613e-01  -2.98465082e-01  -1.42355390e-02
   -2.45288738e-01   6.16565696e-02  -2.25940690e-02  -3.09442237e-02
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 [  1.61530243e-02  -5.67043449e-01   5.77523632e-02  -1.31220106e-01
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   -3.37462728e-02   2.12581285e-02]
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   -3.56234890e-01  -4.38141154e-03   2.74352052e-01  -1.02434157e-01
    1.63746744e-02  -8.16493256e-02]
 [ -1.50034766e-01  -4.01087764e-01  -7.58941012e-02   1.97401744e-02
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   -1.81418342e-01  -2.21692768e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89218280e-01  -3.30854057e-01   9.27143001e-02   2.05736558e-01
   -1.94023734e-01  -6.19165077e-02   1.06207297e-01  -2.62939653e-01
   -2.90274537e-01  -1.13234202e-01]
 [  7.85029212e-02  -2.65724275e-01  -3.10839417e-02   8.01787716e-02
   -6.07050392e-02  -8.07108070e-02   3.19057852e-01  -6.59996928e-04
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 [  2.76968055e-02  -1.61132847e-01  -2.14639633e-01   1.25057372e-01
   -6.81822211e-02   8.19776003e-02  -8.13412749e-03  -2.12649712e-02
   -9.74467414e-02  -1.19903615e-02]
 [ -1.20979530e-01  -1.17226020e-01  -2.01012655e-01   1.56032964e-01
   -6.56845615e-02   1.33508525e-01  -2.30117067e-02  -2.51755125e-01
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 [ -5.08209501e-02  -1.07338965e-01   2.81499483e-01   1.21702411e-01
   -1.57326551e-02  -7.22622652e-02  -9.40587409e-02   1.20997308e-01
    9.84977610e-02   7.95515876e-02]
 [  6.81480695e-02  -6.14778727e-02   8.67762234e-02   7.86489103e-02
   -8.18964388e-02  -1.51078931e-02   1.36073364e-01   1.18397373e-01
   -2.50232343e-02  -5.26291933e-02]
 [  4.03006299e-03  -2.35336614e-01  -2.99069580e-01  -7.32271644e-02
   -5.56809119e-02  -8.83609491e-02   1.98985556e-02   1.59851755e-01
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 [  5.95370215e-02  -8.71407884e-02  -1.10351103e-01   6.78793823e-02
   -3.30026031e-01   3.12568808e-01   3.07928699e-01   2.04220709e-01
   -1.41490765e-01  -3.81729136e-02]
 [  1.90516284e-02   1.30723008e-02   1.28691066e-01   1.36795482e-01
   -2.54887924e-02   9.77803200e-02  -3.88554705e-02  -4.12441272e-02
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 [  1.09942671e-01   7.55885169e-02  -4.37305414e-02  -1.03628194e-01
   -1.58984564e-01  -3.29587079e-01   1.39626649e-01   7.43777358e-03
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 [ -1.18054233e-01  -1.43419927e-01  -2.03636059e-02   4.24092894e-03
   -1.33852287e-01  -2.00454826e-01   1.77490596e-02  -2.18567078e-02
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   -3.78390641e-01   4.03066720e-03   9.29337073e-02  -2.70214837e-02
   -2.10539413e-02   2.35760249e-02]
 [ -2.12752216e-02  -2.09309262e-01  -7.22725086e-02  -1.12087156e-01
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   -1.70995782e-01  -3.71596986e-01]
 [ -1.68994593e-02  -5.44967301e-01  -3.25923150e-02  -7.59625469e-02
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    2.86313525e-02  -3.94071872e-01]
 [  1.70431528e-02  -5.99121086e-01  -4.33353747e-02  -9.95542706e-02
    6.60665234e-01   1.87870079e-02   5.99164387e-01   4.86288907e-02
   -3.60051927e-01  -2.13145111e-01]
 [ -1.78052906e-01  -7.10020982e-01  -1.25868656e-02  -2.09084522e-01
    7.86124512e-01  -9.07146191e-02   7.04567896e-01  -8.41514393e-02
   -7.18929496e-02   8.96352040e-02]
 [ -3.04489211e-01  -5.46414675e-01   5.45701128e-02  -4.56674097e-02
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   -8.72242050e-02  -1.29552667e-01]
 [ -2.21499145e-01  -4.12892892e-01   2.46970657e-01  -2.57161782e-01
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   -2.69652865e-01  -3.64732716e-02]
 [ -1.57631879e-01  -2.94559104e-01  -1.90628767e-01  -1.36638147e-01
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   -3.74930541e-02  -1.49012496e-01]
 [  6.90364603e-02   2.60578410e-01   1.49172489e-01  -1.45053317e-01
   -1.57982505e-01   7.06463898e-02  -1.30683073e-01   2.77029523e-01
    2.72493227e-02   1.32717557e-01]
 [  3.81994594e-01   4.30251228e-01  -7.05991594e-02   3.16319197e-01
   -9.20931410e-01  -2.93352777e-01  -5.49511503e-01   1.78957905e-01
    4.20152199e-01   2.02529953e-02]
 [  6.38708287e-02   9.98858597e-02   2.60716937e-01   2.62491697e-01
   -7.12763580e-03  -2.06068931e-01  -1.85180197e-01  -1.31904361e-01
   -1.20296361e-01  -2.71746612e-01]
 [  2.18065057e-02  -1.34554468e-01  -1.22573205e-01  -6.51087409e-02
    2.48640242e-01   3.82287797e-02  -1.82276293e-02  -1.86465771e-01
    2.68129043e-02   2.00822498e-01]
 [  1.85423652e-02  -3.70272486e-02  -6.40000595e-02  -3.68152908e-02
   -1.26990095e-03  -1.90321501e-01   9.38249529e-03   1.07106160e-02
    4.87965811e-02   1.72207978e-02]
 [  4.83259784e-02   1.61883738e-01   2.49253889e-01   9.51750364e-02
   -2.12873302e-01  -1.50907142e-01   2.65699347e-03   4.01055804e-02
   -1.71101884e-01   1.29072961e-01]
 [  9.22851575e-02   1.03582840e-01   1.12002310e-01   2.11069484e-02
   -2.05411373e-01   5.47763347e-02  -3.78129045e-02  -2.71015734e-01
   -1.68327688e-03  -6.92902095e-02]
 [ -2.09952595e-03   1.48730818e-01   8.55280841e-02  -3.87730057e-02
   -3.46963569e-02   1.74132919e-01   7.55488969e-03   1.17688716e-01
   -1.97692315e-02   1.75112431e-01]
 [  2.25914012e-01   9.96812302e-02   2.76369742e-02   6.86292211e-02
    2.76802240e-02  -2.73340906e-02  -2.53364940e-01   1.47507116e-01
   -5.92079184e-02  -2.64922053e-02]
 [  5.57689028e-02   9.63912063e-02   2.05744812e-02   5.41168653e-02
   -4.90774087e-01  -1.29923420e-01  -2.77937811e-01   4.13555456e-02
    1.26586416e-01   2.04879864e-01]
 [  6.43689347e-02   4.73080675e-01   1.30738470e-01   4.60350698e-01
   -1.57955313e+00  -2.94217026e-01  -4.90205328e-01  -7.02862456e-02
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 [  1.61209998e-01   4.60139334e-01   6.54468739e-02   4.20850283e-01
   -1.35453304e+00  -7.05974484e-02  -3.61206100e-01   1.49545683e-01
    2.09350291e-01   4.51704672e-01]
 [  2.05935512e-01   2.92527510e-01   2.34517977e-01   1.06667203e-01
   -6.58434294e-01   9.89245150e-02  -1.57441072e-01   1.58339313e-01
    2.08438778e-01   3.95836351e-02]
 [ -8.84094794e-02   2.42009138e-01   2.35254127e-01  -4.12292709e-03
   -1.41447458e-01   1.38984552e-01  -8.93171482e-02  -1.70137151e-02
   -4.81130958e-02   3.04760627e-02]
 [ -1.14137670e-01  -4.49105789e-05   1.87280247e-02   7.15473998e-02
   -7.97913444e-02   1.23115343e-01   2.31879613e-01   1.79544378e-02
   -2.89576938e-01  -1.09527626e-01]
 [ -2.28838123e-01  -7.89692920e-02  -9.67519368e-02  -3.52385394e-01
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   -2.13222508e-01   2.72559780e-02]
 [  7.98649285e-03  -4.72870656e-01  -1.29133689e-01  -1.65765573e-01
    3.60921665e-01   2.48950596e-02   2.09180053e-01   1.51736137e-01
   -1.67964434e-01  -2.24762057e-01]
 [  3.71986288e-03  -4.49839751e-01  -2.00244897e-01  -1.89807501e-01
   -5.59229484e-01   1.48879241e-02   3.30982134e-01  -1.71585563e-01
    1.12250576e-02  -3.23088769e-01]
 [ -7.57842186e-02  -4.35417093e-02   2.81730188e-01   6.86482159e-02
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   -5.84049914e-02   3.15324489e-03]
 [ -2.96352652e-01  -1.05862544e-02   3.23986063e-02   4.29669573e-02
    1.56557300e-01  -2.04429358e-01  -2.41355065e-02   2.37077486e-01
   -3.02926099e-02   1.29759240e-01]
 [  1.72887326e-01  -5.42428284e-02  -2.19448772e-01  -1.67044719e-02
    1.17634729e-01  -3.20959732e-01   4.70412942e-02  -1.63118796e-01
    3.89206589e-02  -1.38798444e-01]
 [  2.56462059e-01  -2.27201140e-01   8.22050081e-02   4.77023629e-02
    9.56926313e-02  -6.79713021e-02   7.10856272e-03  -1.31962749e-01
    1.61192777e-01  -1.07591107e-01]
 [ -8.87347487e-02  -1.05882049e-01   1.26124025e-01   1.23124710e-01
    3.85040529e-02  -1.21821914e-01   1.98679964e-01  -7.89597709e-02
    1.84753308e-01   1.85128697e-02]
 [ -1.26585382e-01  -2.97698831e-01   1.45677300e-01  -4.89644277e-01
   -6.62688531e-01   1.83348152e-01   2.40417362e-01  -1.37383523e-01
   -1.10269415e-01   8.50687332e-02]]
[[ 0.59665713]
 [ 1.93547   ]
 [ 0.20361143]
 [ 0.93654907]
 [-3.0078208 ]
 [-0.38322885]
 [-1.95461979]
 [ 0.03937735]
 [ 0.64583101]
 [ 0.8303565 ]]
Progress: 79.2% ... Training loss: 0.238 ... Validation loss: 0.410[[  2.35011849e-01   6.01264235e-01  -7.74054612e-02   1.73335427e-01
   -1.39220804e-01  -9.89327155e-02  -1.46115391e-01   1.20871252e-01
    1.98236150e-02   3.30181861e-01]
 [  9.69844802e-03   1.04364567e-01  -2.05232249e-02   4.58360157e-02
    5.74653574e-02  -6.27114251e-03   3.48791878e-01   4.01012257e-02
    1.45765567e-01  -2.62724048e-02]
 [  2.26968978e-01   5.32262643e-01   7.25836425e-03  -7.03466080e-02
    9.11639064e-01  -2.94973387e-02  -1.16757257e+00  -4.49123183e-02
    7.99088234e-02   3.28602310e-01]
 [  1.42332511e-02  -5.01051093e-01  -1.99063613e-01   2.32405386e-01
   -2.48546419e-01   1.59236426e-01   3.64733413e-01   5.99101969e-02
    1.02380682e-01   2.99460999e-01]
 [ -6.00450107e-02  -6.24432147e-03  -1.43489396e-01   5.01436104e-02
   -1.70983734e-01  -1.86692809e-01   1.90495279e-01  -1.14243509e-01
   -1.91729123e-01  -8.20977992e-02]
 [ -3.94961848e-01  -6.76215095e-01  -3.05204550e-01   1.31200263e-01
   -4.08378872e-01   3.71731462e-02   3.92725381e-01  -4.29324766e-02
   -4.66715263e-02  -5.73060641e-02]
 [ -2.02107400e-02  -4.21749303e-01   4.09134506e-03   5.44202971e-02
   -2.35865837e-01  -6.64913300e-02   1.78938721e-01  -1.96223591e-01
    1.86732852e-01   4.21858296e-02]
 [  8.93217377e-02  -5.13344269e-01   1.89708179e-02  -1.17386602e-01
   -2.88286394e-01  -3.75378203e-02   1.25256744e-01   1.09662228e-01
    5.60292441e-02  -3.93985153e-02]
 [ -1.72202946e-01  -2.28358105e-01  -2.98233563e-01  -1.32821310e-02
   -2.48727681e-01   6.12952664e-02  -2.42397638e-02  -3.09023676e-02
    2.89012962e-01  -1.23211667e-01]
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 [ -8.86342193e-02  -1.05535800e-01   1.26159610e-01   1.23334298e-01
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 [ -1.26211137e-01  -2.96093644e-01   1.45800217e-01  -4.89083711e-01
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[[ 0.60676074]
 [ 1.94374735]
 [ 0.21479465]
 [ 0.94529054]
 [-2.99985893]
 [-0.37454945]
 [-1.94670586]
 [ 0.04730225]
 [ 0.65659731]
 [ 0.8415381 ]]
Progress: 79.2% ... Training loss: 0.234 ... Validation loss: 0.409[[  2.36092273e-01   6.03678736e-01  -7.70496161e-02   1.74808835e-01
   -1.45240183e-01  -9.94802501e-02  -1.47291447e-01   1.20948566e-01
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 [  9.71668126e-03   1.04321305e-01  -2.05460229e-02   4.58592291e-02
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    1.45738231e-01  -2.63326847e-02]
 [  2.30386242e-01   5.40235711e-01   8.55468834e-03  -6.49617170e-02
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    8.37418378e-02   3.33212378e-01]
 [  1.26670834e-02  -5.02638138e-01  -1.99635843e-01   2.30178483e-01
   -2.38753156e-01   1.60130332e-01   3.63579525e-01   5.97641339e-02
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 [ -6.09712896e-02  -9.36494988e-03  -1.43781192e-01   4.87066527e-02
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   -4.64248937e-02  -5.71264964e-02]
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   -1.80048928e-01  -2.20157888e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.90501152e-01  -1.13525421e-01]
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   -9.72032112e-02  -1.18982296e-02]
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   -8.56762021e-02  -1.53844883e-02   1.35583826e-01   1.18428792e-01
   -2.44040351e-02  -5.19945890e-02]
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   -5.80647400e-02  -8.86075150e-02   1.97630311e-02   1.59884998e-01
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   -1.40134776e-01  -3.65878669e-02]
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   -2.10268398e-02   2.34957066e-02]
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   -1.71356656e-01  -3.72041332e-01]
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 [  1.72418883e-02  -5.98900655e-01  -4.32669803e-02  -9.92385852e-02
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   -1.93101770e-02   1.75752616e-01]
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 [ -8.85224610e-02  -1.05578272e-01   1.26197313e-01   1.23550825e-01
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    1.84969402e-01   1.88140034e-02]
 [ -1.26725074e-01  -2.97352859e-01   1.45604419e-01  -4.90060897e-01
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   -1.10436453e-01   8.46933780e-02]]
[[ 0.61155507]
 [ 1.95063163]
 [ 0.21813595]
 [ 0.94787601]
 [-2.9936286 ]
 [-0.37201173]
 [-1.94910769]
 [ 0.05108128]
 [ 0.65908725]
 [ 0.8464526 ]]
Progress: 79.2% ... Training loss: 0.235 ... Validation loss: 0.408[[  2.36632107e-01   6.06439596e-01  -7.68105852e-02   1.75880111e-01
   -1.49205390e-01  -9.98818340e-02  -1.48641363e-01   1.21009594e-01
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 [  9.79602948e-03   1.04516207e-01  -2.05105995e-02   4.60122948e-02
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    1.45846429e-01  -2.62631621e-02]
 [  2.31736574e-01   5.42022866e-01   9.11584044e-03  -6.24600822e-02
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    8.54578977e-02   3.35453591e-01]
 [  1.06940813e-02  -5.06292742e-01  -2.00360298e-01   2.26790124e-01
   -2.36686356e-01   1.61458047e-01   3.66210304e-01   5.95732799e-02
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 [ -6.02570225e-02  -7.76046375e-03  -1.43570422e-01   4.96034991e-02
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   -1.92447314e-01  -8.30123999e-02]
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   -4.62874981e-02  -5.70261375e-02]
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   -1.80160101e-01  -2.20380906e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.40924256e-02  -5.16138843e-02]
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   -1.71310627e-01  -3.71982250e-01]
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 [  6.36541123e-02   9.89852040e-02   2.60649950e-01   2.62149248e-01
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   -1.71259554e-01   1.28728031e-01]
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   -5.94743045e-02  -2.69139688e-02]
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   -2.89852825e-01  -1.09906641e-01]
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   -2.13009094e-01   2.75615301e-02]
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   -1.68311383e-01  -2.25249497e-01]
 [  3.77557920e-03  -4.49673840e-01  -2.00218848e-01  -1.89827180e-01
   -5.65461806e-01   1.48128347e-02   3.31857194e-01  -1.71604095e-01
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 [ -7.52044040e-02  -4.18547744e-02   2.81942815e-01   6.97089398e-02
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   -5.77587576e-02   3.80579356e-03]
 [ -2.95446648e-01  -8.24119727e-03   3.27126023e-02   4.43192278e-02
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   -2.93988467e-02   1.30643641e-01]
 [  1.74372891e-01  -5.17241784e-02  -2.18951717e-01  -1.44526203e-02
    1.15322358e-01  -3.21767728e-01   4.43901539e-02  -1.62997081e-01
    4.04749744e-02  -1.36798138e-01]
 [  2.56801772e-01  -2.26340485e-01   8.23212594e-02   4.81849044e-02
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    1.61605103e-01  -1.07279882e-01]
 [ -8.84682291e-02  -1.05748217e-01   1.26222498e-01   1.23633070e-01
    3.53547168e-02  -1.21971148e-01   1.98413912e-01  -7.89357675e-02
    1.85135899e-01   1.88716697e-02]
 [ -1.26385294e-01  -2.95459243e-01   1.45741092e-01  -4.89544901e-01
   -6.70638759e-01   1.83195564e-01   2.38427803e-01  -1.37384338e-01
   -1.10116052e-01   8.49414830e-02]]
[[ 0.61405049]
 [ 1.9543408 ]
 [ 0.22044571]
 [ 0.9471498 ]
 [-2.99465315]
 [-0.37227931]
 [-1.95179974]
 [ 0.05144399]
 [ 0.65960121]
 [ 0.84826767]]
Progress: 79.3% ... Training loss: 0.236 ... Validation loss: 0.407[[  2.34557825e-01   6.01267987e-01  -7.75383752e-02   1.72803297e-01
   -1.42379643e-01  -9.86625340e-02  -1.42211529e-01   1.20835734e-01
    1.97013427e-02   3.29563027e-01]
 [  9.67946097e-03   1.04061493e-01  -2.05527148e-02   4.58349687e-02
    5.61294152e-02  -6.23427161e-03   3.48514894e-01   4.00962852e-02
    1.45740108e-01  -2.64322999e-02]
 [  2.31644224e-01   5.40113239e-01   9.14445401e-03  -6.23945894e-02
    8.94723002e-01  -3.25875732e-02  -1.17266488e+00  -4.44855651e-02
    8.54286529e-02   3.35624036e-01]
 [  1.04759601e-02  -5.06627162e-01  -2.00498143e-01   2.26582044e-01
   -2.34860502e-01   1.61701938e-01   3.66071463e-01   5.95306446e-02
    9.81734490e-02   2.93905408e-01]
 [ -6.01463037e-02  -1.03298570e-02  -1.43513546e-01   4.99997210e-02
   -1.70970409e-01  -1.86723899e-01   1.91832786e-01  -1.14247030e-01
   -1.92268572e-01  -8.25210591e-02]
 [ -3.95899250e-01  -6.78334467e-01  -3.05620100e-01   1.29500703e-01
   -4.06294713e-01   3.78636149e-02   3.94487033e-01  -4.30279138e-02
   -4.78343272e-02  -5.88864083e-02]
 [ -2.14080430e-02  -4.25356322e-01   3.65166573e-03   5.26169007e-02
   -2.34424513e-01  -6.57836425e-02   1.81328120e-01  -1.96302601e-01
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 [  9.14329005e-02  -5.08428816e-01   1.98155470e-02  -1.13875871e-01
   -3.00811345e-01  -3.89385714e-02   1.22568355e-01   1.09848018e-01
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 [ -1.73875760e-01  -2.32357240e-01  -2.98860187e-01  -1.60708423e-02
   -2.43834383e-01   6.24304741e-02  -2.04561176e-02  -3.10583857e-02
    2.87342350e-01  -1.25773295e-01]
 [  1.60782800e-02  -5.68237503e-01   5.75980505e-02  -1.31837515e-01
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   -3.36713173e-02   2.05958007e-02]
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 [ -1.49079227e-01  -3.98795671e-01  -7.55482979e-02   2.14273440e-02
   -8.61588516e-03   1.08411341e-01   3.06970512e-01  -1.93942679e-02
   -1.80390040e-01  -2.20471533e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90214307e-01  -3.33113274e-01   9.23142082e-02   2.04061483e-01
   -1.92488267e-01  -6.12165730e-02   1.08189924e-01  -2.63033612e-01
   -2.91450221e-01  -1.14759981e-01]
 [  7.88415627e-02  -2.65648965e-01  -3.09876999e-02   8.07401611e-02
   -6.21366542e-02  -8.09309897e-02   3.19122430e-01  -6.40517243e-04
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 [  2.79945905e-02  -1.60287592e-01  -2.14542218e-01   1.25353815e-01
   -6.83558709e-02   8.17874863e-02  -9.08273299e-03  -2.12352311e-02
   -9.71705377e-02  -1.18455722e-02]
 [ -1.23181502e-01  -1.22488747e-01  -2.01795101e-01   1.52603435e-01
   -5.96882464e-02   1.34802952e-01  -1.85223913e-02  -2.51921635e-01
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 [ -4.90098532e-02  -1.02179037e-01   2.82161191e-01   1.24750740e-01
   -2.52818508e-02  -7.34607917e-02  -9.86335218e-02   1.21130614e-01
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 [  6.92111445e-02  -5.96871193e-02   8.70771427e-02   8.01166939e-02
   -8.85347381e-02  -1.56305034e-02   1.34427390e-01   1.18468209e-01
   -2.38573572e-02  -5.12999888e-02]
 [  3.55750986e-03  -2.37977935e-01  -2.99204902e-01  -7.38435480e-02
   -5.53920938e-02  -8.81259299e-02   2.24018965e-02   1.59813714e-01
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 [  6.04248029e-02  -8.48397532e-02  -1.10020054e-01   6.92641053e-02
   -3.33114939e-01   3.12033434e-01   3.05534023e-01   2.04291810e-01
   -1.40534096e-01  -3.71111477e-02]
 [  1.99775775e-02   1.54904967e-02   1.29029207e-01   1.38283951e-01
   -3.24826185e-02   9.71907050e-02  -3.99522568e-02  -4.11758630e-02
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 [  1.09640113e-01   7.50077664e-02  -4.38580097e-02  -1.04243572e-01
   -1.59082113e-01  -3.29336768e-01   1.39618499e-01   7.39806782e-03
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 [ -1.18259220e-01  -1.43647466e-01  -2.04377503e-02   3.86744807e-03
   -1.32012569e-01  -2.00296177e-01   1.82625290e-02  -2.18777464e-02
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   -3.79615263e-01   3.96687832e-03   9.26484320e-02  -2.70132581e-02
   -2.08689192e-02   2.36724116e-02]
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   -1.71319244e-01  -3.71998173e-01]
 [ -1.64263071e-02  -5.44589748e-01  -3.24256244e-02  -7.51654009e-02
    6.59242480e-01   1.00019207e-01   6.34761099e-01   9.10073085e-02
    2.91961191e-02  -3.93582594e-01]
 [  1.69650896e-02  -5.99894521e-01  -4.33847495e-02  -9.97548490e-02
    6.61216276e-01   1.88606376e-02   5.99766376e-01   4.86164831e-02
   -3.60172607e-01  -2.13257309e-01]
 [ -1.78326516e-01  -7.10512107e-01  -1.26888936e-02  -2.09494094e-01
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   -7.22171138e-02   8.92684906e-02]
 [ -3.04536870e-01  -5.46725028e-01   5.45509329e-02  -4.56771486e-02
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   -8.72210166e-02  -1.29555379e-01]
 [ -2.21754805e-01  -4.12786293e-01   2.46871162e-01  -2.57594712e-01
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   -2.69936211e-01  -3.68654708e-02]
 [ -1.57767998e-01  -2.95003838e-01  -1.90647580e-01  -1.36842446e-01
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   -3.76378120e-02  -1.49063258e-01]
 [  6.97775009e-02   2.62441720e-01   1.49404756e-01  -1.43985875e-01
   -1.63106928e-01   7.02571374e-02  -1.33706707e-01   2.77084291e-01
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 [  3.80587771e-01   4.27008621e-01  -7.10703934e-02   3.14102378e-01
   -9.21069264e-01  -2.92469968e-01  -5.45382016e-01   1.78848682e-01
    4.18984854e-01   1.81410032e-02]
 [  6.35297341e-02   9.85800642e-02   2.60610417e-01   2.61960687e-01
   -5.10674227e-03  -2.05886166e-01  -1.84063945e-01  -1.31932535e-01
   -1.20642278e-01  -2.72235136e-01]
 [  2.30312447e-02  -1.31380163e-01  -1.22159199e-01  -6.33034960e-02
    2.44001538e-01   3.74559505e-02  -2.23440152e-02  -1.86382283e-01
    2.81268311e-02   2.02270693e-01]
 [  1.80901364e-02  -3.86931045e-02  -6.41873602e-02  -3.76262866e-02
    2.24586000e-03  -1.89993032e-01   1.07560573e-02   1.06688387e-02
    4.82162706e-02   1.64980783e-02]
 [  4.85338390e-02   1.62820138e-01   2.49285251e-01   9.53367876e-02
   -2.13771434e-01  -1.50970986e-01   7.66081902e-04   4.01096851e-02
   -1.70953875e-01   1.29119989e-01]
 [  9.43064374e-02   1.09293052e-01   1.12728674e-01   2.42041550e-02
   -2.11765792e-01   5.33876488e-02  -4.37679988e-02  -2.70869480e-01
    5.33541391e-04  -6.63195386e-02]
 [ -2.05891467e-03   1.48939151e-01   8.55394519e-02  -3.87519282e-02
   -3.52632359e-02   1.74098915e-01   7.78994683e-03   1.17686699e-01
   -1.97618485e-02   1.75221544e-01]
 [  2.25579102e-01   9.89312138e-02   2.74861572e-02   6.79305321e-02
    2.85988963e-02  -2.71556075e-02  -2.52357146e-01   1.47477047e-01
   -5.95563173e-02  -2.71021463e-02]
 [  5.57060483e-02   9.66080485e-02   2.05348038e-02   5.39592433e-02
   -4.91315347e-01  -1.29893177e-01  -2.78159410e-01   4.13397877e-02
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 [  6.48316312e-02   4.73552905e-01   1.30912905e-01   4.61209071e-01
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 [  1.61354229e-01   4.60658686e-01   6.55293659e-02   4.21302048e-01
   -1.35978730e+00  -7.06736345e-02  -3.60376043e-01   1.49568319e-01
    2.09566518e-01   4.51617745e-01]
 [  2.05906436e-01   2.92573956e-01   2.34551001e-01   1.06968775e-01
   -6.60331664e-01   9.89034122e-02  -1.57117212e-01   1.58355882e-01
    2.08529202e-01   3.97415200e-02]
 [ -8.82442085e-02   2.42399095e-01   2.35307456e-01  -3.86680384e-03
   -1.42251765e-01   1.38856410e-01  -8.94361379e-02  -1.70005853e-02
   -4.79022583e-02   3.07533778e-02]
 [ -1.14632100e-01  -1.38174013e-03   1.85390656e-02   7.07308401e-02
   -7.81754481e-02   1.23426595e-01   2.33310696e-01   1.79089304e-02
   -2.90123150e-01  -1.10270340e-01]
 [ -2.28579860e-01  -7.87005750e-02  -9.66621392e-02  -3.51938232e-01
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   -2.12916534e-01   2.76724629e-02]
 [  7.64046139e-03  -4.73757247e-01  -1.29260929e-01  -1.66327492e-01
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   -1.68354193e-01  -2.25305462e-01]
 [  4.40689525e-03  -4.47064711e-01  -1.99962804e-01  -1.88801468e-01
   -5.69019229e-01   1.43867536e-02   3.30563600e-01  -1.71543982e-01
    1.24065777e-02  -3.22094806e-01]
 [ -7.65085015e-02  -4.62157277e-02   2.81473468e-01   6.79509467e-02
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   -5.91190258e-02   2.24897809e-03]
 [ -2.95480186e-01  -8.80334196e-03   3.26846026e-02   4.42055297e-02
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   -2.94564766e-02   1.30652644e-01]
 [  1.73653782e-01  -5.44557543e-02  -2.19257507e-01  -1.57290538e-02
    1.18435856e-01  -3.21329459e-01   4.62233536e-02  -1.63068532e-01
    3.96555921e-02  -1.37817997e-01]
 [  2.56404509e-01  -2.28075457e-01   8.22039516e-02   4.76204370e-02
    9.71626117e-02  -6.79323086e-02   8.04027367e-03  -1.31970999e-01
    1.61174908e-01  -1.07763923e-01]
 [ -8.90549934e-02  -1.06642240e-01   1.25983804e-01   1.22615720e-01
    3.72757196e-02  -1.21562439e-01   1.99780464e-01  -7.89918085e-02
    1.84423620e-01   1.79318031e-02]
 [ -1.26587050e-01  -2.95771023e-01   1.45662679e-01  -4.89863169e-01
   -6.70561009e-01   1.83331359e-01   2.38924862e-01  -1.37405141e-01
   -1.10329671e-01   8.45850910e-02]]
[[ 0.60533797]
 [ 1.94800873]
 [ 0.21187995]
 [ 0.93697063]
 [-3.00014901]
 [-0.38018482]
 [-1.96237824]
 [ 0.04389463]
 [ 0.65037338]
 [ 0.83781309]]
Progress: 79.3% ... Training loss: 0.234 ... Validation loss: 0.405[[  2.31533097e-01   5.92900174e-01  -7.86123390e-02   1.68378778e-01
   -1.30865159e-01  -9.67048258e-02  -1.34929423e-01   1.20608222e-01
    1.63838339e-02   3.25512097e-01]
 [  9.40572009e-03   1.03186785e-01  -2.06500013e-02   4.54005113e-02
    5.70578067e-02  -6.05947686e-03   3.48976806e-01   4.00759288e-02
    1.45463340e-01  -2.68040609e-02]
 [  2.31039336e-01   5.36659771e-01   8.88052955e-03  -6.33941522e-02
    8.99326874e-01  -3.20801243e-02  -1.16910173e+00  -4.45382583e-02
    8.48222152e-02   3.34712027e-01]
 [  1.07214070e-02  -5.07526247e-01  -2.00396812e-01   2.27456076e-01
   -2.38532793e-01   1.61703833e-01   3.67051172e-01   5.95369184e-02
    9.86151012e-02   2.94224997e-01]
 [ -6.30230198e-02  -1.73806725e-02  -1.44464452e-01   4.57222734e-02
   -1.62331006e-01  -1.84933482e-01   1.98663542e-01  -1.14459388e-01
   -1.95609196e-01  -8.64028203e-02]
 [ -3.96658693e-01  -6.80050282e-01  -3.05848153e-01   1.28457176e-01
   -4.05989841e-01   3.82409575e-02   3.95715441e-01  -4.30760475e-02
   -4.85939910e-02  -5.98620489e-02]
 [ -2.23013851e-02  -4.29206241e-01   3.33386639e-03   5.15820568e-02
   -2.32458544e-01  -6.51913005e-02   1.84003134e-01  -1.96371723e-01
    1.84473511e-01   3.90867243e-02]
 [  9.12581796e-02  -5.09099743e-01   1.97634015e-02  -1.14090696e-01
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    1.83332164e-01   1.65145107e-02]
 [ -1.27271878e-01  -2.97638907e-01   1.45430422e-01  -4.90915751e-01
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[[ 0.59609686]
 [ 1.9410457 ]
 [ 0.20644845]
 [ 0.92780705]
 [-3.00205087]
 [-0.38517393]
 [-1.9697845 ]
 [ 0.03645968]
 [ 0.64112992]
 [ 0.82925361]]
Progress: 79.4% ... Training loss: 0.238 ... Validation loss: 0.412[[  2.32084540e-01   5.94266185e-01  -7.84298458e-02   1.69155432e-01
   -1.32090905e-01  -9.69414695e-02  -1.35993912e-01   1.20634469e-01
    1.68181890e-02   3.25955473e-01]
 [  9.48054634e-03   1.03481172e-01  -2.06156531e-02   4.55222491e-02
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 [  2.30575818e-01   5.34032546e-01   8.62682103e-03  -6.44957849e-02
    9.02982437e-01  -3.15658067e-02  -1.16966213e+00  -4.45855648e-02
    8.39693549e-02   3.33921435e-01]
 [  1.04520804e-02  -5.08444901e-01  -2.00494006e-01   2.27168019e-01
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   -4.83473523e-02  -5.96262658e-02]
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   -1.81626783e-01  -2.21904695e-01]
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   -2.44934156e-02  -5.20357794e-02]
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   -5.38705675e-02  -8.77915201e-02   2.24995260e-02   1.59764404e-01
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   -1.41085377e-01  -3.77939480e-02]
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   -1.71177037e-01  -3.71763221e-01]
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 [  3.59396881e-03  -4.48112941e-01  -2.00216739e-01  -1.90044674e-01
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   -5.82584845e-02   3.51819104e-03]
 [ -2.94569075e-01  -7.54314240e-03   3.30460362e-02   4.57748354e-02
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 [  2.56045826e-01  -2.29839466e-01   8.20634643e-02   4.70360894e-02
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 [ -8.86545811e-02  -1.07326933e-01   1.26152032e-01   1.23617588e-01
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    1.84936628e-01   1.85334229e-02]
 [ -1.29660277e-01  -3.03327289e-01   1.44592377e-01  -4.94836425e-01
   -6.63909286e-01   1.85375552e-01   2.44973796e-01  -1.37606997e-01
   -1.13773877e-01   8.01746582e-02]]
[[ 0.59586038]
 [ 1.94081486]
 [ 0.20780421]
 [ 0.93039514]
 [-2.99751216]
 [-0.38373151]
 [-1.96385124]
 [ 0.0375793 ]
 [ 0.6427637 ]
 [ 0.83036695]]
Progress: 79.5% ... Training loss: 0.236 ... Validation loss: 0.412[[  2.34147564e-01   5.99586567e-01  -7.77367942e-02   1.72025760e-01
   -1.37369020e-01  -9.82364782e-02  -1.38044950e-01   1.20760661e-01
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 [  9.61846680e-03   1.03930035e-01  -2.05676504e-02   4.57376117e-02
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    1.45667788e-01  -2.64987011e-02]
 [  2.27762060e-01   5.27278980e-01   7.43092733e-03  -6.96197753e-02
    9.06576754e-01  -2.93930285e-02  -1.16781205e+00  -4.47969204e-02
    8.02955511e-02   3.29362297e-01]
 [  9.71026221e-03  -5.09966432e-01  -2.00740545e-01   2.25405977e-01
   -2.45077477e-01   1.62396001e-01   3.69494160e-01   5.94785664e-02
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 [ -6.52387404e-02  -2.20059932e-02  -1.45307483e-01   4.17637036e-02
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   -1.98230953e-01  -8.94541085e-02]
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   -4.13791718e-01   3.58780700e-02   3.90281159e-01  -4.28524412e-02
   -4.48984451e-02  -5.52043940e-02]
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   -2.48525611e-01   6.21452869e-02  -2.03642639e-02  -3.10284653e-02
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   -3.27473056e-02   2.19324177e-02]
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   -1.81276545e-01  -2.21484927e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  2.94222216e-02  -1.57514644e-01  -2.14038281e-01   1.27571061e-01
   -7.13729924e-02   8.07634607e-02  -1.14250295e-02  -2.11399377e-02
   -9.55911697e-02  -9.94336433e-03]
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   -8.74824693e-02  -1.52112446e-02   1.36113378e-01   1.18426510e-01
   -2.46078787e-02  -5.22628438e-02]
 [  3.15712152e-03  -2.40183015e-01  -2.99386033e-01  -7.45021414e-02
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   -1.70877167e-01  -3.71384901e-01]
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 [  1.72258900e-02  -6.00026051e-01  -4.32893056e-02  -9.93571536e-02
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   -8.70760421e-02  -1.29373379e-01]
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 [  3.77623256e-01   4.18743700e-01  -7.21499135e-02   3.08931975e-01
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 [  6.31754955e-02   9.69437563e-02   2.60547794e-01   2.61499749e-01
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 [  9.49842718e-02   1.10377555e-01   1.12961276e-01   2.52013869e-02
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   -1.97995220e-02   1.75224680e-01]
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   -6.03320759e-02  -2.80915367e-02]
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   -4.70647413e-02   3.17887729e-02]
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   -1.67131120e-01  -2.23738919e-01]
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   -5.76204358e-02   4.22683271e-03]
 [ -2.93108203e-01  -4.32404749e-03   3.35518750e-02   4.81477001e-02
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   -2.68508449e-02   1.33925273e-01]
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 [  2.56742192e-01  -2.27530253e-01   8.23341894e-02   4.81592794e-02
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    1.61419301e-01  -1.07301120e-01]
 [ -8.79841967e-02  -1.05558179e-01   1.26384802e-01   1.24589083e-01
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    1.85655413e-01   1.94465852e-02]
 [ -1.29159828e-01  -3.02795560e-01   1.44805898e-01  -4.93942166e-01
   -6.65942519e-01   1.84952510e-01   2.43787210e-01  -1.37570782e-01
   -1.13183723e-01   8.11596646e-02]]
[[ 0.60727017]
 [ 1.94812273]
 [ 0.22219827]
 [ 0.94729393]
 [-2.99277641]
 [-0.3691739 ]
 [-1.94180501]
 [ 0.05147514]
 [ 0.65905391]
 [ 0.84458371]]
Progress: 79.5% ... Training loss: 0.235 ... Validation loss: 0.414[[  2.34318248e-01   6.00429708e-01  -7.76202742e-02   1.72265319e-01
   -1.39220984e-01  -9.83422649e-02  -1.37495515e-01   1.20789537e-01
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 [  9.07838806e-03   1.02252596e-01  -2.07691336e-02   4.49584768e-02
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    1.45219488e-01  -2.71772769e-02]
 [  2.28629787e-01   5.29284034e-01   7.87740162e-03  -6.74998818e-02
    8.99630820e-01  -3.00320497e-02  -1.16940243e+00  -4.47005294e-02
    8.16944857e-02   3.31188646e-01]
 [  8.81745741e-03  -5.10618344e-01  -2.01154098e-01   2.23781077e-01
   -2.41088845e-01   1.63019896e-01   3.72675374e-01   5.93798268e-02
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 [ -6.51497749e-02  -2.24972546e-02  -1.45225207e-01   4.20455900e-02
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   -1.97999103e-01  -8.93420327e-02]
 [ -3.94115541e-01  -6.76149030e-01  -3.04901104e-01   1.32242129e-01
   -4.11959978e-01   3.63676395e-02   3.92954214e-01  -4.29204553e-02
   -4.57603477e-02  -5.63802614e-02]
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   -3.02337795e-01  -3.76174227e-02   1.27311180e-01   1.09673794e-01
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 [ -1.73985094e-01  -2.33178658e-01  -2.98910924e-01  -1.62551176e-02
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   -3.60386175e-02   1.77594378e-02]
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   -1.80997889e-01  -2.21144035e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.90009234e-01  -3.33776965e-01   9.24516291e-02   2.04545828e-01
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   -2.91119866e-01  -1.14525977e-01]
 [  7.87920450e-02  -2.66079414e-01  -3.10095875e-02   8.03813791e-02
   -6.18883138e-02  -8.09573310e-02   3.19869983e-01  -6.53325970e-04
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 [  2.88965229e-02  -1.58918177e-01  -2.14220479e-01   1.26728502e-01
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   -9.61387273e-02  -1.06678894e-02]
 [ -1.22713919e-01  -1.20469031e-01  -2.01633768e-01   1.53309624e-01
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   -2.72425620e-02  -7.33548839e-02  -9.79090432e-02   1.21123250e-01
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 [  6.93791348e-02  -5.95721828e-02   8.71853378e-02   8.06399407e-02
   -9.17269439e-02  -1.57424499e-02   1.34474161e-01   1.18504361e-01
   -2.35833399e-02  -5.10826585e-02]
 [  3.05862885e-03  -2.40447679e-01  -2.99410915e-01  -7.46543622e-02
   -5.68788640e-02  -8.78154951e-02   2.10290465e-02   1.59765581e-01
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 [  5.85358780e-02  -9.07975759e-02  -1.10680218e-01   6.60789092e-02
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   -1.42830739e-01  -3.99161460e-02]
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   -1.98670703e-02   2.49462289e-02]
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   -1.70696993e-01  -3.71145754e-01]
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 [  1.71325331e-02  -6.00134691e-01  -4.33228674e-02  -9.95087458e-02
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   -3.59983357e-01  -2.12993403e-01]
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   -7.18466496e-02   8.97805881e-02]
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   -8.73646892e-02  -1.29747599e-01]
 [ -2.21275676e-01  -4.12475698e-01   2.47054593e-01  -2.56722329e-01
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   -2.69386727e-01  -3.61277100e-02]
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   -3.85673092e-02  -1.50294136e-01]
 [  6.88457762e-02   2.61299540e-01   1.49057704e-01  -1.45437957e-01
   -1.64597250e-01   7.08608359e-02  -1.32395582e-01   2.77011780e-01
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 [  3.77191843e-01   4.17451972e-01  -7.22932815e-02   3.08169660e-01
   -9.12500780e-01  -2.90084183e-01  -5.34503606e-01   1.78588233e-01
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 [  6.32179510e-02   9.66166503e-02   2.60567898e-01   2.61501995e-01
   -1.74329498e-03  -2.05778726e-01  -1.82213830e-01  -1.31943171e-01
   -1.20894063e-01  -2.72532186e-01]
 [  2.39357785e-02  -1.29662131e-01  -1.21851279e-01  -6.20052947e-02
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 [  1.96325942e-02  -3.44108579e-02  -6.36401123e-02  -3.52864339e-02
   -3.71536344e-03  -1.90929746e-01   5.98523599e-03   1.07727986e-02
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 [  4.93956296e-02   1.65326274e-01   2.49628201e-01   9.67099434e-02
   -2.15737491e-01  -1.51596874e-01  -1.15898121e-03   4.01673926e-02
   -1.70007002e-01   1.30402418e-01]
 [  9.42226563e-02   1.08027767e-01   1.12664109e-01   2.39436588e-02
   -2.09339452e-01   5.34260298e-02  -4.29874661e-02  -2.70896013e-01
    3.60131035e-04  -6.65411521e-02]
 [ -3.07601140e-03   1.45902267e-01   8.51856335e-02  -4.02761670e-02
   -3.00470725e-02   1.74656198e-01   9.69052982e-03   1.17604934e-01
   -2.08577639e-02   1.73891140e-01]
 [  2.24987994e-01   9.65288676e-02   2.72482465e-02   6.68701891e-02
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   -6.02731139e-02  -2.80527570e-02]
 [  5.61398815e-02   9.77245030e-02   2.06957552e-02   5.46752735e-02
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 [  6.55077945e-02   4.74086743e-01   1.31137256e-01   4.62621188e-01
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 [  2.05344349e-01   2.91736742e-01   2.34379985e-01   1.06327941e-01
   -6.60100249e-01   9.92141377e-02  -1.55640318e-01   1.58325235e-01
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 [ -8.75163714e-02   2.44704916e-01   2.35564079e-01  -2.69805744e-03
   -1.46254667e-01   1.38387357e-01  -9.13807902e-02  -1.69458519e-02
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   -2.90136555e-01  -1.10296283e-01]
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   -2.12339496e-01   2.84059559e-02]
 [  8.68394907e-03  -4.72614590e-01  -1.28886648e-01  -1.64607297e-01
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   -1.67192369e-01  -2.23784154e-01]
 [  4.16058447e-03  -4.47565702e-01  -2.00090697e-01  -1.89667173e-01
   -5.74574183e-01   1.48502720e-02   3.33285754e-01  -1.71607830e-01
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 [ -7.64865152e-02  -4.87321951e-02   2.81431949e-01   6.80605557e-02
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   -5.90157861e-02   2.25147153e-03]
 [ -2.94410573e-01  -8.29529759e-03   3.30565876e-02   4.61083043e-02
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   -2.82851086e-02   1.32162821e-01]
 [  1.74076975e-01  -5.53212060e-02  -2.19139504e-01  -1.51572828e-02
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    4.00422132e-02  -1.37362489e-01]
 [  2.57803272e-01  -2.24381520e-01   8.28036486e-02   5.01580629e-02
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    1.62792726e-01  -1.05682938e-01]
 [ -8.72517555e-02  -1.03450279e-01   1.26675300e-01   1.25589476e-01
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    1.86428887e-01   2.04790520e-02]
 [ -1.30986890e-01  -3.06780828e-01   1.44125170e-01  -4.96986439e-01
   -6.64328719e-01   1.86087509e-01   2.48685840e-01  -1.37730471e-01
   -1.15197400e-01   7.88040396e-02]]
[[ 0.60065316]
 [ 1.94604053]
 [ 0.21327701]
 [ 0.93974441]
 [-2.99607621]
 [-0.37948316]
 [-1.9553699 ]
 [ 0.04281649]
 [ 0.65066812]
 [ 0.8351061 ]]
Progress: 79.5% ... Training loss: 0.233 ... Validation loss: 0.411[[  2.33191521e-01   5.95520128e-01  -7.81057275e-02   1.70186030e-01
   -1.32038318e-01  -9.76130343e-02  -1.34129250e-01   1.20700683e-01
    1.75200729e-02   3.27823073e-01]
 [  9.43593119e-03   1.03202762e-01  -2.06393793e-02   4.55484262e-02
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    1.45610194e-01  -2.66676534e-02]
 [  2.25806667e-01   5.21629608e-01   6.74041841e-03  -7.22459123e-02
    9.07796222e-01  -2.82021363e-02  -1.16440290e+00  -4.49319341e-02
    7.82775985e-02   3.27618122e-01]
 [  1.24642455e-02  -5.00733441e-01  -1.99851765e-01   2.29391444e-01
   -2.50602532e-01   1.60644235e-01   3.62499899e-01   5.96536926e-02
    1.00614470e-01   2.97368756e-01]
 [ -6.41099253e-02  -2.04872165e-02  -1.44878406e-01   4.39165464e-02
   -1.64312987e-01  -1.84212726e-01   2.04661849e-01  -1.14512566e-01
   -1.96636409e-01  -8.78988305e-02]
 [ -3.93426566e-01  -6.75524422e-01  -3.04645688e-01   1.33341928e-01
   -4.12820690e-01   3.59192598e-02   3.92537588e-01  -4.28684122e-02
   -4.49886563e-02  -5.54682280e-02]
 [ -2.04430367e-02  -4.26005269e-01   4.02070426e-03   5.43693891e-02
   -2.40974568e-01  -6.63752351e-02   1.79312449e-01  -1.96229961e-01
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 [ -8.71711290e-02  -1.04432739e-01   1.26712281e-01   1.25530474e-01
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    1.86407265e-01   2.05853232e-02]
 [ -1.32614196e-01  -3.12223287e-01   1.43498124e-01  -4.99540555e-01
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   -1.17078770e-01   7.67643724e-02]]
[[ 0.59729512]
 [ 1.938719  ]
 [ 0.2098997 ]
 [ 0.94084441]
 [-2.99876101]
 [-0.37929367]
 [-1.94944672]
 [ 0.03956413]
 [ 0.64804925]
 [ 0.83045451]]
Progress: 79.6% ... Training loss: 0.235 ... Validation loss: 0.414[[  2.33414091e-01   5.97633860e-01  -7.79739418e-02   1.70469512e-01
   -1.32312957e-01  -9.77741323e-02  -1.34379713e-01   1.20718686e-01
    1.78975060e-02   3.28236150e-01]
 [  8.95678681e-03   1.01834527e-01  -2.08088137e-02   4.48047256e-02
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 [  2.26570743e-01   5.23913049e-01   6.97085153e-03  -7.12871003e-02
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    7.91379935e-02   3.28777789e-01]
 [  1.03210088e-02  -5.06376241e-01  -2.00574411e-01   2.26451158e-01
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   -1.94774776e-01  -8.56523644e-02]
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   -4.44849799e-02  -5.49449269e-02]
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   -1.80416710e-01  -2.20405090e-01]
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   -9.62227259e-02  -1.07612459e-02]
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   -2.41463185e-02  -5.18571138e-02]
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   -6.01932140e-02  -8.81549641e-02   1.95290831e-02   1.59794894e-01
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 [  5.81716005e-02  -9.29775276e-02  -1.10849118e-01   6.52048512e-02
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   -1.43395138e-01  -4.05043301e-02]
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   -1.92403450e-02   2.56816491e-02]
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   -1.70902680e-01  -3.71407703e-01]
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 [  3.01818955e-03  -4.49878361e-01  -2.00489802e-01  -1.91654790e-01
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 [ -8.60630233e-02  -1.01337196e-01   1.27102351e-01   1.27274713e-01
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    1.87595902e-01   2.19421339e-02]
 [ -1.31417088e-01  -3.08525754e-01   1.43914700e-01  -4.97903837e-01
   -6.62572529e-01   1.86432203e-01   2.50303891e-01  -1.37779398e-01
   -1.15704797e-01   7.84941477e-02]]
[[ 0.59744444]
 [ 1.94276425]
 [ 0.21207084]
 [ 0.94193024]
 [-2.99740097]
 [-0.37901949]
 [-1.95021818]
 [ 0.04016567]
 [ 0.64787947]
 [ 0.83194895]]
Progress: 79.7% ... Training loss: 0.234 ... Validation loss: 0.411[[  2.35600663e-01   6.05035049e-01  -7.70792090e-02   1.74633479e-01
   -1.40193782e-01  -9.93438412e-02  -1.38836584e-01   1.20905382e-01
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 [  2.26701326e-01   5.26404122e-01   7.22264558e-03  -6.97821753e-02
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    7.99053919e-02   3.29825189e-01]
 [  1.15131256e-02  -5.04929308e-01  -2.00246127e-01   2.27991121e-01
   -2.51158770e-01   1.61611745e-01   3.63563972e-01   5.95678966e-02
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 [ -6.28972176e-02  -1.78128020e-02  -1.44480455e-01   4.61647683e-02
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   -1.95471798e-01  -8.62908440e-02]
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   -4.32644533e-02  -5.34378855e-02]
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   -1.80687626e-01  -2.20586781e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -9.62890574e-02  -1.08189194e-02]
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   -2.31358709e-02  -5.03779325e-02]
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   -1.70792146e-01  -3.71281800e-01]
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   -3.59481475e-01  -2.12329715e-01]
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   -5.97849553e-02  -2.74274323e-02]
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   -6.65651375e-01   9.86596968e-02  -1.57160381e-01   1.58389740e-01
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 [ -8.76611081e-02   2.44473791e-01   2.35527712e-01  -2.86217386e-03
   -1.46905500e-01   1.38478108e-01  -9.06629444e-02  -1.69488728e-02
   -4.72066470e-02   3.16123452e-02]
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   -7.86233331e-02   1.23363581e-01   2.33283206e-01   1.79164732e-02
   -2.89992722e-01  -1.10141617e-01]
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   -2.11960341e-01   2.88807956e-02]
 [  8.85972731e-03  -4.72701628e-01  -1.28822479e-01  -1.64275960e-01
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   -1.66990827e-01  -2.23573304e-01]
 [  3.80666127e-03  -4.47812408e-01  -2.00215583e-01  -1.90546301e-01
   -5.81424496e-01   1.51864012e-02   3.36248687e-01  -1.71635893e-01
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 [ -7.53378832e-02  -4.68114960e-02   2.81874550e-01   6.99329218e-02
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   -5.77016204e-02   3.84513009e-03]
 [ -2.94463328e-01  -1.00059126e-02   3.30535764e-02   4.58974055e-02
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   -2.82263608e-02   1.32413883e-01]
 [  1.76374864e-01  -4.95395800e-02  -2.18359445e-01  -1.13951619e-02
    1.10230629e-01  -3.23142316e-01   3.82189705e-02  -1.62868651e-01
    4.23973333e-02  -1.34227599e-01]
 [  2.59441106e-01  -2.19385146e-01   8.34998111e-02   5.33661742e-02
    8.38294777e-02  -7.02514563e-02   1.47136259e-03  -1.31698742e-01
    1.64981619e-01  -1.03015323e-01]
 [ -8.70081770e-02  -1.04198727e-01   1.26784038e-01   1.26055533e-01
    3.11041930e-02  -1.22988853e-01   1.94585506e-01  -7.88410642e-02
    1.86508346e-01   2.08855781e-02]
 [ -1.31243093e-01  -3.08692508e-01   1.43994538e-01  -4.97631473e-01
   -6.63908124e-01   1.86307451e-01   2.50160397e-01  -1.37763629e-01
   -1.15515783e-01   7.87806089e-02]]
[[ 0.61801761]
 [ 1.95527397]
 [ 0.22857691]
 [ 0.9608632 ]
 [-2.98629816]
 [-0.36235243]
 [-1.92968845]
 [ 0.05856675]
 [ 0.66923189]
 [ 0.85047585]]
Progress: 79.7% ... Training loss: 0.240 ... Validation loss: 0.418[[  2.31948818e-01   5.95258618e-01  -7.84628593e-02   1.68886875e-01
   -1.25761867e-01  -9.71871250e-02  -1.30326203e-01   1.20539958e-01
    1.65184262e-02   3.26613372e-01]
 [  9.61155797e-03   1.03833607e-01  -2.05673271e-02   4.58367019e-02
    5.55425881e-02  -6.19071133e-03   3.48671237e-01   4.01018372e-02
    1.45800529e-01  -2.65735497e-02]
 [  2.28756110e-01   5.28575689e-01   7.95627503e-03  -6.68663907e-02
    8.86857538e-01  -3.04257678e-02  -1.17382518e+00  -4.46432522e-02
    8.20119577e-02   3.32290577e-01]
 [  1.24991667e-02  -5.00627881e-01  -1.99893018e-01   2.29790755e-01
   -2.55954752e-01   1.61133692e-01   3.59243389e-01   5.96585349e-02
    1.00223676e-01   2.96913843e-01]
 [ -6.13233840e-02  -1.32050913e-02  -1.43812347e-01   4.88111953e-02
   -1.73865547e-01  -1.86012167e-01   1.97568895e-01  -1.14269363e-01
   -1.93862192e-01  -8.41433541e-02]
 [ -3.93634704e-01  -6.76100747e-01  -3.04776051e-01   1.32851579e-01
   -4.11084664e-01   3.60190404e-02   3.93357012e-01  -4.29359607e-02
   -4.52934165e-02  -5.59490269e-02]
 [ -2.25523986e-02  -4.33508372e-01   3.29413706e-03   5.14190721e-02
   -2.37159203e-01  -6.52031611e-02   1.84527388e-01  -1.96434871e-01
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 [  9.14935270e-02  -5.12083796e-01   1.98241023e-02  -1.13938739e-01
   -3.18071708e-01  -3.89368425e-02   1.21710059e-01   1.09841715e-01
    5.83931072e-02  -3.59176593e-02]
 [ -1.73206412e-01  -2.29660242e-01  -2.98616842e-01  -1.51257310e-02
   -2.48283886e-01   6.20524101e-02  -2.19408902e-02  -3.10272385e-02
    2.88207706e-01  -1.25040397e-01]
 [  1.33472648e-02  -5.80779337e-01   5.65498754e-02  -1.36768997e-01
   -5.61494062e-01  -9.61656844e-02   1.86096205e-01  -1.24508762e-01
   -3.69927612e-02   1.66775388e-02]
 [ -6.36177040e-02  -2.67216162e-01   1.33534051e-02  -1.06694318e-01
   -3.76541769e-01  -8.07628180e-03   2.62481080e-01  -1.02084867e-01
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 [ -1.49415039e-01  -4.02123906e-01  -7.56352698e-02   2.17727685e-02
   -1.76150716e-02   1.08701889e-01   3.08794819e-01  -1.94225778e-02
   -1.80814313e-01  -2.20676858e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89209216e-01  -3.31062335e-01   9.27130535e-02   2.05587896e-01
   -1.93900269e-01  -6.19290006e-02   1.06816625e-01  -2.62992832e-01
   -2.90251012e-01  -1.13551244e-01]
 [  7.84790279e-02  -2.67965458e-01  -3.11404680e-02   7.98533917e-02
   -5.99195771e-02  -8.08222318e-02   3.21525736e-01  -6.87742272e-04
    4.35073014e-04  -3.28096291e-02]
 [  2.82362890e-02  -1.61152971e-01  -2.14432135e-01   1.25851196e-01
   -6.91073696e-02   8.14366648e-02  -7.88274367e-03  -2.12343468e-02
   -9.68566939e-02  -1.14876964e-02]
 [ -1.23683056e-01  -1.24392548e-01  -2.01998140e-01   1.51683317e-01
   -5.81716228e-02   1.35049230e-01  -1.75140594e-02  -2.52009833e-01
    7.01187088e-02  -1.94542236e-01]
 [ -4.97908994e-02  -1.07832445e-01   2.81841763e-01   1.23611242e-01
   -2.39854927e-02  -7.29563592e-02  -9.56262069e-02   1.21058342e-01
    9.98186330e-02   8.14280101e-02]
 [  6.98400892e-02  -5.87472899e-02   8.73933508e-02   8.17228603e-02
   -9.65159522e-02  -1.60329649e-02   1.32580020e-01   1.18537196e-01
   -2.30742217e-02  -5.00914907e-02]
 [  2.83252332e-03  -2.42317805e-01  -2.99516675e-01  -7.51149918e-02
   -5.83732813e-02  -8.77285142e-02   2.05935849e-02   1.59737919e-01
    9.21041561e-02  -5.30953294e-02]
 [  5.95512408e-02  -8.88395597e-02  -1.10281534e-01   6.77891984e-02
   -3.37009554e-01   3.12600648e-01   3.09413498e-01   2.04222844e-01
   -1.41668354e-01  -3.84744719e-02]
 [  2.22588773e-02   2.24128569e-02   1.29822244e-01   1.41812082e-01
   -4.36236106e-02   9.59035006e-02  -4.40698934e-02  -4.10049671e-02
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 [  1.09259907e-01   7.51514418e-02  -4.39758463e-02  -1.04849001e-01
   -1.60591504e-01  -3.29111504e-01   1.39732183e-01   7.37310250e-03
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 [ -1.18824235e-01  -1.45537077e-01  -2.06519919e-02   2.91867799e-03
   -1.31970914e-01  -1.99968569e-01   1.96567899e-02  -2.19236754e-02
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 [ -1.66903853e-01  -1.47259536e-01  -2.05942710e-01  -3.10843866e-02
   -3.84250583e-01   2.70239479e-03   8.85148660e-02  -2.68869275e-02
   -1.87258962e-02   2.63345482e-02]
 [ -2.12460788e-02  -2.10707145e-01  -7.23029996e-02  -1.12174181e-01
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   -1.71070381e-01  -3.71627041e-01]
 [ -1.55583539e-02  -5.44508517e-01  -3.21105165e-02  -7.37845588e-02
    6.56220416e-01   9.94378474e-02   6.33829825e-01   9.10653578e-02
    3.02335600e-02  -3.92513875e-01]
 [  1.76013011e-02  -6.00293391e-01  -4.31540319e-02  -9.87806319e-02
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   -3.59474557e-01  -2.12316937e-01]
 [ -1.77261382e-01  -7.09502212e-01  -1.23110508e-02  -2.07765349e-01
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   -7.10077293e-02   9.08148969e-02]
 [ -3.04344882e-01  -5.46668881e-01   5.46015548e-02  -4.53443648e-02
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   -8.69463835e-02  -1.29229599e-01]
 [ -2.21240652e-01  -4.12513604e-01   2.47062907e-01  -2.56672997e-01
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   -2.69348694e-01  -3.60728939e-02]
 [ -1.59412153e-01  -2.98623345e-01  -1.91216546e-01  -1.39307012e-01
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   -3.93486614e-02  -1.51221380e-01]
 [  6.95337746e-02   2.64312875e-01   1.49331017e-01  -1.44137682e-01
   -1.70705048e-01   7.04170044e-02  -1.35469946e-01   2.77059183e-01
    2.76831414e-02   1.33354138e-01]
 [  3.79192431e-01   4.22355030e-01  -7.16291401e-02   3.10660534e-01
   -9.16730241e-01  -2.91180273e-01  -5.38254216e-01   1.78708819e-01
    4.17351655e-01   1.56768018e-02]
 [  6.31993124e-02   9.58078750e-02   2.60565036e-01   2.61537112e-01
   -5.74959133e-04  -2.05810151e-01  -1.82179198e-01  -1.31961163e-01
   -1.20901801e-01  -2.72572341e-01]
 [  2.36674305e-02  -1.31271393e-01  -1.21958347e-01  -6.24845417e-02
    2.42454242e-01   3.70811089e-02  -2.47185093e-02  -1.86339557e-01
    2.87329352e-02   2.03056556e-01]
 [  1.86692098e-02  -3.79608839e-02  -6.40179982e-02  -3.69281100e-02
    2.15124853e-03  -1.90372754e-01   8.23695600e-03   1.06895241e-02
    4.86811714e-02   1.72417730e-02]
 [  4.86596570e-02   1.63214140e-01   2.49288686e-01   9.53751032e-02
   -2.12558470e-01  -1.51137607e-01   6.45928070e-05   4.01024983e-02
   -1.70928682e-01   1.29184829e-01]
 [  9.53479711e-02   1.11344967e-01   1.13086013e-01   2.56519988e-02
   -2.12948314e-01   5.27418505e-02  -4.57797629e-02  -2.70810411e-01
    1.62932554e-03  -6.49384247e-02]
 [ -1.99349170e-03   1.49525914e-01   8.55724579e-02  -3.86351938e-02
   -3.58311806e-02   1.73961721e-01   6.05139431e-03   1.17673853e-01
   -1.97357002e-02   1.75440411e-01]
 [  2.25377304e-01   9.73250236e-02   2.73785924e-02   6.73409389e-02
    3.12872139e-02  -2.70829832e-02  -2.51537731e-01   1.47467627e-01
   -5.98212730e-02  -2.74690965e-02]
 [  5.56565967e-02   9.66730201e-02   2.05028647e-02   5.38966099e-02
   -4.91631489e-01  -1.29986326e-01  -2.77605497e-01   4.13286516e-02
    1.26386572e-01   2.04642726e-01]
 [  6.52802853e-02   4.74121321e-01   1.31102469e-01   4.62307258e-01
   -1.58701983e+00  -2.94500869e-01  -4.90382662e-01  -7.02227597e-02
    3.12541591e-01   3.53093044e-01]
 [  1.58897796e-01   4.55039269e-01   6.47103903e-02   4.17852052e-01
   -1.36100001e+00  -6.91897596e-02  -3.54514123e-01   1.49395958e-01
    2.07066284e-01   4.48526605e-01]
 [  2.05747100e-01   2.94061550e-01   2.34612497e-01   1.07404441e-01
   -6.65820367e-01   9.88420927e-02  -1.56938789e-01   1.58363504e-01
    2.08667657e-01   4.00289841e-02]
 [ -8.74304991e-02   2.45277181e-01   2.35604844e-01  -2.51500356e-03
   -1.48072806e-01   1.38348180e-01  -9.12978680e-02  -1.69274010e-02
   -4.69659053e-02   3.19198406e-02]
 [ -1.14963109e-01  -2.62869571e-03   1.84116295e-02   7.02297664e-02
   -7.65520702e-02   1.23636823e-01   2.34403467e-01   1.78729378e-02
   -2.90484690e-01  -1.10740527e-01]
 [ -2.27908702e-01  -7.74971234e-02  -9.64056483e-02  -3.50850792e-01
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   -2.12168765e-01   2.86363670e-02]
 [  8.35778020e-03  -4.73804873e-01  -1.29001997e-01  -1.65052695e-01
    3.59552783e-01   2.45556158e-02   2.09081191e-01   1.51745842e-01
   -1.67539949e-01  -2.24209886e-01]
 [  2.70651728e-03  -4.50701748e-01  -2.00643837e-01  -1.92399977e-01
   -5.80160135e-01   1.58586872e-02   3.38279909e-01  -1.71759076e-01
    1.07752562e-02  -3.25261199e-01]
 [ -7.53884113e-02  -4.69541428e-02   2.81851055e-01   6.98663559e-02
    1.56012416e-01   5.11867529e-02   3.88140846e-02  -2.92491820e-01
   -5.78101010e-02   3.62628435e-03]
 [ -2.94890115e-01  -1.15314120e-02   3.29029123e-02   4.52780201e-02
    1.55621868e-01  -2.05480783e-01  -2.54627225e-02   2.37142074e-01
   -2.87284555e-02   1.31764008e-01]
 [  1.76674251e-01  -4.79387967e-02  -2.18215072e-01  -1.08128931e-02
    1.08302661e-01  -3.23375046e-01   3.67057117e-02  -1.62829638e-01
    4.27435788e-02  -1.33694092e-01]
 [  2.58235755e-01  -2.22665781e-01   8.30056098e-02   5.12912079e-02
    8.87204983e-02  -6.94856601e-02   4.42024602e-03  -1.31822299e-01
    1.63523498e-01  -1.04792522e-01]
 [ -8.73813192e-02  -1.04991182e-01   1.26644619e-01   1.25453358e-01
    3.24939734e-02  -1.22736222e-01   1.95589823e-01  -7.88760390e-02
    1.86083069e-01   2.03843956e-02]
 [ -1.31272058e-01  -3.09121506e-01   1.43981328e-01  -4.97641838e-01
   -6.63056084e-01   1.86356522e-01   2.50139928e-01  -1.37771393e-01
   -1.15582504e-01   7.87304665e-02]]
[[ 0.608518  ]
 [ 1.94906335]
 [ 0.2194218 ]
 [ 0.94846361]
 [-2.9895974 ]
 [-0.37116459]
 [-1.94354002]
 [ 0.04941368]
 [ 0.65887439]
 [ 0.84120736]]
Progress: 79.8% ... Training loss: 0.234 ... Validation loss: 0.409[[  2.31446731e-01   5.95310930e-01  -7.85962214e-02   1.68233115e-01
   -1.24547145e-01  -9.68488497e-02  -1.28202006e-01   1.20501258e-01
    1.61819323e-02   3.26451581e-01]
 [  9.73508927e-03   1.04202635e-01  -2.05193623e-02   4.60367794e-02
    5.51364244e-02  -6.25720268e-03   3.48394787e-01   4.01114916e-02
    1.45944154e-01  -2.64197757e-02]
 [  2.28176071e-01   5.26792132e-01   7.77798871e-03  -6.75821423e-02
    8.86491636e-01  -3.00954035e-02  -1.17203195e+00  -4.46826410e-02
    8.16638391e-02   3.31676901e-01]
 [  9.78204527e-03  -5.07585441e-01  -2.00892368e-01   2.25209590e-01
   -2.44993823e-01   1.62763286e-01   3.67061137e-01   5.94305687e-02
    9.71241409e-02   2.93585195e-01]
 [ -5.87676129e-02  -5.51610555e-03  -1.42946586e-01   5.28766903e-02
   -1.83553912e-01  -1.87387729e-01   1.88359606e-01  -1.14068465e-01
   -1.91083755e-01  -8.12609215e-02]
 [ -3.93254467e-01  -6.75504772e-01  -3.04657131e-01   1.33426144e-01
   -4.11644126e-01   3.58355041e-02   3.92300574e-01  -4.29109666e-02
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 [ -8.73242512e-02  -1.05186133e-01   1.26678447e-01   1.25586054e-01
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    1.86122339e-01   2.04842700e-02]
 [ -1.32053420e-01  -3.10356282e-01   1.43714978e-01  -4.98948092e-01
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   -1.16351356e-01   7.80635086e-02]]
[[ 0.60778582]
 [ 1.95176392]
 [ 0.21830544]
 [ 0.94887941]
 [-2.99290793]
 [-0.37350556]
 [-1.94528364]
 [ 0.04738271]
 [ 0.65732309]
 [ 0.83814967]]
Progress: 79.8% ... Training loss: 0.233 ... Validation loss: 0.407[[  2.35462815e-01   6.08023995e-01  -7.70605764e-02   1.74717884e-01
   -1.38614837e-01  -9.93720017e-02  -1.37416990e-01   1.20838005e-01
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 [  9.82227928e-03   1.04396181e-01  -2.04888416e-02   4.61670999e-02
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    1.46034298e-01  -2.63035540e-02]
 [  2.29057354e-01   5.28449157e-01   8.14827695e-03  -6.56844765e-02
    8.82413413e-01  -3.07365912e-02  -1.17469978e+00  -4.46024088e-02
    8.27770018e-02   3.32677734e-01]
 [  1.05577433e-02  -5.05742250e-01  -2.00610676e-01   2.26377104e-01
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 [ -6.06956018e-02  -1.05510456e-02  -1.43591676e-01   5.00831508e-02
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   -4.52382112e-02  -5.58394970e-02]
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   -1.79900569e-01  -2.19488514e-01]
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 [  2.90180107e-02  -1.58832805e-01  -2.14154641e-01   1.26984039e-01
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   -9.60127004e-02  -1.04867803e-02]
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   -9.84316584e-02  -1.60940691e-02   1.32797907e-01   1.18549731e-01
   -2.28590721e-02  -4.99368923e-02]
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   -1.41701213e-01  -3.85313909e-02]
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 [ -8.65767668e-02  -1.03374275e-01   1.26946634e-01   1.26576377e-01
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    1.86846696e-01   2.13712372e-02]
 [ -1.31708916e-01  -3.08756738e-01   1.43810636e-01  -4.98577348e-01
   -6.63257575e-01   1.86633349e-01   2.51730708e-01  -1.37812369e-01
   -1.15976439e-01   7.85283470e-02]]
[[ 0.61474364]
 [ 1.96003199]
 [ 0.22216317]
 [ 0.95488815]
 [-2.99132112]
 [-0.37112778]
 [-1.94498126]
 [ 0.05310884]
 [ 0.66360978]
 [ 0.84690054]]
Progress: 79.8% ... Training loss: 0.236 ... Validation loss: 0.409[[  2.32287624e-01   5.99055629e-01  -7.81878955e-02   1.69720020e-01
   -1.26461929e-01  -9.75470105e-02  -1.29039108e-01   1.20571698e-01
    1.73102121e-02   3.28176669e-01]
 [  9.83770689e-03   1.04276427e-01  -2.04773711e-02   4.62226743e-02
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    1.46068190e-01  -2.62186523e-02]
 [  2.28154675e-01   5.25051482e-01   7.77286372e-03  -6.71911418e-02
    8.88282870e-01  -3.01860971e-02  -1.17351494e+00  -4.46942221e-02
    8.17677094e-02   3.31624497e-01]
 [  1.17059576e-02  -5.03075106e-01  -2.00149668e-01   2.28420443e-01
   -2.46112506e-01   1.61727414e-01   3.64042436e-01   5.95770267e-02
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 [ -6.23490995e-02  -1.68131916e-02  -1.44105478e-01   4.77452720e-02
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   -1.94873072e-01  -8.60255705e-02]
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   -4.55892580e-02  -5.62459729e-02]
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   -1.79543250e-01  -2.19040453e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.90474238e-01  -1.13769586e-01]
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   -2.32812824e-02  -5.04049726e-02]
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   -1.70997148e-01  -3.71563666e-01]
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   -3.59670461e-01  -2.12574680e-01]
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   -8.75746414e-02  -1.30016318e-01]
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 [  6.32264748e-02   9.55607949e-02   2.60632702e-01   2.61627982e-01
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   -6.11216208e-02  -2.90608786e-02]
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   -6.70855102e-01   9.83925697e-02  -1.59249729e-01   1.58425316e-01
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   -2.90229813e-01  -1.10411643e-01]
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   -5.90784347e-02   2.21855626e-03]
 [ -2.95287330e-01  -1.31177850e-02   3.27878705e-02   4.45648704e-02
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   -2.91918790e-02   1.31033477e-01]
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 [  2.57321752e-01  -2.25931658e-01   8.26321717e-02   4.97939440e-02
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    1.62598636e-01  -1.05995110e-01]
 [ -8.68811041e-02  -1.04199890e-01   1.26822810e-01   1.26055046e-01
    3.14377773e-02  -1.22995021e-01   1.94116931e-01  -7.88454571e-02
    1.86456288e-01   2.09635973e-02]
 [ -1.32807579e-01  -3.12264106e-01   1.43420102e-01  -5.00194119e-01
   -6.60293930e-01   1.87301842e-01   2.54943945e-01  -1.37904690e-01
   -1.17142414e-01   7.72873068e-02]]
[[ 0.5991341 ]
 [ 1.94700012]
 [ 0.20763151]
 [ 0.94013176]
 [-3.00036846]
 [-0.38279271]
 [-1.95906001]
 [ 0.03941666]
 [ 0.64732576]
 [ 0.83068174]]
Progress: 79.9% ... Training loss: 0.234 ... Validation loss: 0.411[[  2.34181661e-01   6.04663273e-01  -7.74795161e-02   1.72694563e-01
   -1.32757502e-01  -9.88086036e-02  -1.33298565e-01   1.20702460e-01
    1.93887725e-02   3.30836201e-01]
 [  1.01448855e-02   1.04933049e-01  -2.03641819e-02   4.67174712e-02
    5.37097527e-02  -6.53061626e-03   3.47465501e-01   4.01414929e-02
    1.46390351e-01  -2.57774602e-02]
 [  2.28945371e-01   5.28628021e-01   8.05507811e-03  -6.60350598e-02
    8.81876126e-01  -3.07144842e-02  -1.17925783e+00  -4.46499274e-02
    8.25867490e-02   3.32718320e-01]
 [  1.23394451e-02  -5.04234711e-01  -1.99930197e-01   2.29633535e-01
   -2.47878743e-01   1.61163274e-01   3.63962947e-01   5.96272658e-02
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   -1.92973837e-01  -8.36388800e-02]
 [ -3.92951209e-01  -6.75922445e-01  -3.04550259e-01   1.33664981e-01
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   -4.46441388e-02  -5.50621451e-02]
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   -2.45742563e-01   6.21549422e-02  -2.01426730e-02  -3.10743413e-02
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   -3.36132025e-02   2.11445104e-02]
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   -2.33969489e-02   1.07923917e-01   3.06216881e-01  -1.93216855e-02
   -1.79492001e-01  -2.18960988e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.89142499e-01  -3.30198784e-01   9.27744904e-02   2.05617974e-01
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   -2.90199020e-01  -1.13378028e-01]
 [  7.94408440e-02  -2.66922891e-01  -3.08128202e-02   8.12621049e-02
   -6.23503056e-02  -8.14449956e-02   3.20669173e-01  -6.11831912e-04
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 [  2.82658285e-02  -1.61403556e-01  -2.14430803e-01   1.25773085e-01
   -6.77760249e-02   8.14575952e-02  -7.84480213e-03  -2.12453717e-02
   -9.68924913e-02  -1.15791244e-02]
 [ -1.23047886e-01  -1.23481774e-01  -2.01786231e-01   1.52626206e-01
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 [ -5.05767388e-02  -1.09198631e-01   2.81605543e-01   1.22493930e-01
   -2.20796777e-02  -7.25418403e-02  -9.23508535e-02   1.20994825e-01
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 [  7.04085775e-02  -5.76160992e-02   8.75721620e-02   8.24776412e-02
   -1.00961711e-01  -1.64008055e-02   1.31184477e-01   1.18564806e-01
   -2.24437547e-02  -4.93377705e-02]
 [  3.34164237e-03  -2.41580816e-01  -2.99317627e-01  -7.40101221e-02
   -6.25282273e-02  -8.81703472e-02   1.74868064e-02   1.59774157e-01
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 [  6.00105751e-02  -8.77609056e-02  -1.10116993e-01   6.84294016e-02
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   -1.41253309e-01  -3.79242699e-02]
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 [  1.09862464e-01   7.68348457e-02  -4.37437633e-02  -1.04111575e-01
   -1.61973052e-01  -3.29502846e-01   1.38575976e-01   7.41063983e-03
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   -1.32719250e-01  -2.00102331e-01   1.88827467e-02  -2.19147765e-02
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   -1.88597310e-02   2.62093088e-02]
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   -1.70557271e-01  -3.71053832e-01]
 [ -1.50677245e-02  -5.44021400e-01  -3.19400474e-02  -7.30668770e-02
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    3.07712230e-02  -3.91873691e-01]
 [  1.78205419e-02  -6.00028445e-01  -4.31025283e-02  -9.84613332e-02
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   -3.59248959e-01  -2.12039382e-01]
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   -7.18426260e-02   8.97830731e-02]
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   -8.70194009e-02  -1.29304690e-01]
 [ -2.20929063e-01  -4.12125416e-01   2.47190295e-01  -2.56153287e-01
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   -2.68983170e-01  -3.56122174e-02]
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   -3.97571501e-02  -1.51625384e-01]
 [  6.77238436e-02   2.59247963e-01   1.48665364e-01  -1.46828717e-01
   -1.66340261e-01   7.15386851e-02  -1.30742043e-01   2.76890633e-01
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 [  3.79697391e-01   4.24529242e-01  -7.13783079e-02   3.11523577e-01
   -9.20762903e-01  -2.91617952e-01  -5.39075571e-01   1.78751478e-01
    4.17758045e-01   1.65664826e-02]
 [  6.37695671e-02   9.68041125e-02   2.60836025e-01   2.62448614e-01
   -1.11950174e-03  -2.06173100e-01  -1.82891445e-01  -1.31919863e-01
   -1.20205257e-01  -2.71775339e-01]
 [  2.42169106e-02  -1.30486414e-01  -1.21764911e-01  -6.16793504e-02
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 [  1.71190554e-02  -4.26066204e-02  -6.45603538e-02  -3.93130540e-02
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 [  4.77364706e-02   1.59551878e-01   2.48950465e-01   9.38834186e-02
   -2.05820289e-01  -1.50644564e-01   3.56810774e-03   4.00158876e-02
   -1.71967502e-01   1.27937029e-01]
 [  9.70930191e-02   1.16244205e-01   1.13724096e-01   2.84127647e-02
   -2.19383951e-01   5.16026124e-02  -5.10702340e-02  -2.70693997e-01
    3.58933343e-03  -6.24763338e-02]
 [ -1.47148939e-03   1.50790599e-01   8.57510099e-02  -3.79543903e-02
   -3.76702406e-02   1.73618596e-01   4.13787458e-03   1.17705789e-01
   -1.91399523e-02   1.76168191e-01]
 [  2.24758881e-01   9.57710121e-02   2.71484295e-02   6.61405599e-02
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   -6.05714183e-02  -2.84530066e-02]
 [  5.60819509e-02   9.82566488e-02   2.06227144e-02   5.43810191e-02
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    1.26863662e-01   2.05214116e-01]
 [  6.56701641e-02   4.75387464e-01   1.31221889e-01   4.62762742e-01
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 [  2.06664269e-01   2.97789037e-01   2.34944359e-01   1.09026139e-01
   -6.71780543e-01   9.82662760e-02  -1.59864668e-01   1.58438845e-01
    2.09694810e-01   4.14047209e-02]
 [ -8.71592310e-02   2.46233599e-01   2.35719969e-01  -2.01794923e-03
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   -4.66006136e-02   3.23625132e-02]
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   -2.89971691e-01  -1.10098427e-01]
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   -2.11701542e-01   2.92636329e-02]
 [  8.24914879e-03  -4.74633724e-01  -1.29033713e-01  -1.65200805e-01
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   -1.67634614e-01  -2.24339929e-01]
 [  2.27579446e-03  -4.50311703e-01  -2.00832374e-01  -1.93375661e-01
   -5.85656615e-01   1.61677839e-02   3.36576545e-01  -1.71821529e-01
    1.02438613e-02  -3.25929846e-01]
 [ -7.52824765e-02  -4.76747565e-02   2.81932898e-01   7.02918003e-02
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   -5.77611844e-02   4.02025872e-03]
 [ -2.94948678e-01  -1.24599361e-02   3.29176441e-02   4.51724574e-02
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   -2.87981957e-02   1.31546441e-01]
 [  1.78207413e-01  -4.55584522e-02  -2.17611227e-01  -8.15624106e-03
    1.03165621e-01  -3.24463103e-01   3.50010197e-02  -1.62705122e-01
    4.45796729e-02  -1.31453732e-01]
 [  2.57495734e-01  -2.25962933e-01   8.26782378e-02   4.99737853e-02
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    1.62741845e-01  -1.05829939e-01]
 [ -8.54136096e-02  -9.99345129e-02   1.27372048e-01   1.28433954e-01
    2.61282624e-02  -1.23965961e-01   1.90351436e-01  -7.87472809e-02
    1.88071451e-01   2.30243805e-02]
 [ -1.30804977e-01  -3.07513972e-01   1.44127611e-01  -4.97172188e-01
   -6.67825347e-01   1.85987290e-01   2.49947859e-01  -1.37783502e-01
   -1.14901132e-01   7.99881321e-02]]
[[ 0.62095956]
 [ 1.95953259]
 [ 0.22977742]
 [ 0.96177641]
 [-2.98804913]
 [-0.36168917]
 [-1.931265  ]
 [ 0.05848873]
 [ 0.67053693]
 [ 0.85301867]]
Progress: 80.0% ... Training loss: 0.242 ... Validation loss: 0.414[[  2.32414684e-01   6.01347836e-01  -7.81244560e-02   1.69847618e-01
   -1.24107214e-01  -9.77963765e-02  -1.30165552e-01   1.20537451e-01
    1.74795987e-02   3.28568966e-01]
 [  1.01094789e-02   1.05097351e-01  -2.03797629e-02   4.66695610e-02
    5.31931394e-02  -6.51003467e-03   3.47226892e-01   4.01385866e-02
    1.46377347e-01  -2.58208384e-02]
 [  2.27349595e-01   5.22553271e-01   7.38568052e-03  -6.88964305e-02
    8.88287444e-01  -2.97246293e-02  -1.17655094e+00  -4.48364669e-02
    8.07644774e-02   3.30326645e-01]
 [  1.32983612e-02  -4.98421185e-01  -1.99573601e-01   2.31135186e-01
   -2.55091761e-01   1.60742028e-01   3.61377410e-01   5.97157456e-02
    1.01184078e-01   2.98949658e-01]
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   -6.02270903e-02  -2.80359278e-02]
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 [  1.82283296e-03  -4.50622762e-01  -2.00976281e-01  -1.94094941e-01
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   -5.90573909e-02   2.42669190e-03]
 [ -2.95343364e-01  -1.36558908e-02   3.27850979e-02   4.46210891e-02
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   -2.91864192e-02   1.31078151e-01]
 [  1.78052866e-01  -4.59871621e-02  -2.17650239e-01  -8.32108149e-03
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 [  2.56729708e-01  -2.27808215e-01   8.23647642e-02   4.85539178e-02
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 [ -8.58015895e-02  -1.01222069e-01   1.27219577e-01   1.27775702e-01
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    1.87563288e-01   2.24564996e-02]
 [ -1.31713828e-01  -3.09242327e-01   1.43822314e-01  -4.98552683e-01
   -6.65690361e-01   1.86490665e-01   2.51333849e-01  -1.37868446e-01
   -1.15793121e-01   7.88367539e-02]]
[[ 0.60653937]
 [ 1.94872568]
 [ 0.21598699]
 [ 0.94806057]
 [-2.99715067]
 [-0.37430981]
 [-1.94587444]
 [ 0.04573646]
 [ 0.65480084]
 [ 0.83748836]]
Progress: 80.0% ... Training loss: 0.233 ... Validation loss: 0.409[[  2.33711315e-01   6.06892551e-01  -7.76225856e-02   1.71642722e-01
   -1.26622854e-01  -9.85674332e-02  -1.34107847e-01   1.20629077e-01
    1.89443741e-02   3.30698780e-01]
 [  1.05554421e-02   1.06527296e-01  -2.02244169e-02   4.73532670e-02
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    1.46845158e-01  -2.52057946e-02]
 [  2.27131469e-01   5.24311648e-01   7.42117499e-03  -6.86758506e-02
    8.90352717e-01  -2.96780374e-02  -1.17807767e+00  -4.48458665e-02
    8.06234455e-02   3.30594658e-01]
 [  1.15801225e-02  -5.04877135e-01  -2.00300328e-01   2.28320266e-01
   -2.48043909e-01   1.61898681e-01   3.69258793e-01   5.95837787e-02
    9.92379175e-02   2.96470839e-01]
 [ -6.24179813e-02  -1.96332644e-02  -1.44264359e-01   4.71143834e-02
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   -1.94815267e-01  -8.61407856e-02]
 [ -3.93464037e-01  -6.77220589e-01  -3.04763784e-01   1.32681309e-01
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   -4.51954566e-02  -5.56630191e-02]
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   -2.47417131e-01  -6.65376448e-02   1.77027838e-01  -1.96374262e-01
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   -3.19947524e-01  -3.90655691e-02   1.20291592e-01   1.09789777e-01
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 [ -1.74650293e-01  -2.34814733e-01  -2.99152953e-01  -1.75646959e-02
   -2.42699937e-01   6.27710240e-02  -1.68282003e-02  -3.11913394e-02
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 [  1.47590239e-02  -5.77341108e-01   5.70913034e-02  -1.34785317e-01
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   -3.51772182e-02   1.93902655e-02]
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   -3.70560708e-01  -7.34547685e-03   2.66739613e-01  -1.02268900e-01
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 [ -1.48850176e-01  -4.01838984e-01  -7.54034151e-02   2.26616841e-02
   -2.04187456e-02   1.08306511e-01   3.08329945e-01  -1.93732416e-02
   -1.80150620e-01  -2.19612841e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89371932e-01  -3.30387315e-01   9.26832529e-02   2.05231038e-01
   -1.94340151e-01  -6.18190729e-02   1.06441290e-01  -2.63014113e-01
   -2.90468271e-01  -1.13731917e-01]
 [  8.00123839e-02  -2.65690433e-01  -3.06257984e-02   8.19946404e-02
   -6.34144555e-02  -8.17607822e-02   3.19775482e-01  -5.68802791e-04
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 [  2.72970920e-02  -1.63715187e-01  -2.14774245e-01   1.24328154e-01
   -6.61573619e-02   8.19076473e-02  -5.84828789e-03  -2.13322166e-02
   -9.78380891e-02  -1.26274498e-02]
 [ -1.22115394e-01  -1.20358684e-01  -2.01452330e-01   1.53875407e-01
   -6.47489720e-02   1.33988184e-01  -2.27956825e-02  -2.51938873e-01
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 [ -5.13412699e-02  -1.10875543e-01   2.81349792e-01   1.21299856e-01
   -2.00701988e-02  -7.20855717e-02  -9.06854535e-02   1.20937226e-01
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 [  7.09546180e-02  -5.54871456e-02   8.77714889e-02   8.32475024e-02
   -1.02838335e-01  -1.67097256e-02   1.28656901e-01   1.18599077e-01
   -2.19166354e-02  -4.86016127e-02]
 [  2.92819803e-03  -2.42383462e-01  -2.99438410e-01  -7.45071706e-02
   -6.17587954e-02  -8.80107134e-02   1.76386537e-02   1.59736233e-01
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 [  5.96383302e-02  -8.88221843e-02  -1.10277513e-01   6.77347530e-02
   -3.36939261e-01   3.12584979e-01   3.08183550e-01   2.04201216e-01
   -1.41713367e-01  -3.84334172e-02]
 [  2.05206711e-02   1.76791126e-02   1.29235460e-01   1.39437805e-01
   -3.77490884e-02   9.69237631e-02  -3.79088643e-02  -4.11596690e-02
    2.49957521e-01   1.32590113e-01]
 [  1.09314981e-01   7.54482828e-02  -4.39538000e-02  -1.04987483e-01
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   -5.82616840e-02   3.43582478e-03]
 [ -2.95338124e-01  -1.41191663e-02   3.27796921e-02   4.45921683e-02
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 [  2.57362692e-01  -2.26376014e-01   8.26091847e-02   4.95045866e-02
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 [ -8.65208645e-02  -1.03294971e-01   1.26951789e-01   1.26611559e-01
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    1.86777681e-01   2.14879895e-02]
 [ -1.32297547e-01  -3.09779552e-01   1.43619640e-01  -4.99524275e-01
   -6.65707125e-01   1.86902591e-01   2.50850601e-01  -1.37931543e-01
   -1.16450875e-01   7.81845535e-02]]
[[ 0.61399694]
 [ 1.95526477]
 [ 0.22115965]
 [ 0.95495081]
 [-2.99454525]
 [-0.36905958]
 [-1.94015319]
 [ 0.04994913]
 [ 0.66175912]
 [ 0.8430126 ]]
Progress: 80.0% ... Training loss: 0.235 ... Validation loss: 0.410[[  2.32380720e-01   6.04657142e-01  -7.81482643e-02   1.69123628e-01
   -1.16394850e-01  -9.76093285e-02  -1.32242199e-01   1.20490929e-01
    1.73609609e-02   3.28955069e-01]
 [  1.03124768e-02   1.06070548e-01  -2.03237261e-02   4.69893495e-02
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    1.46542850e-01  -2.55873867e-02]
 [  2.24514010e-01   5.15626927e-01   6.40420454e-03  -7.32797803e-02
    9.06544930e-01  -2.80828614e-02  -1.17348297e+00  -4.50721607e-02
    7.75186683e-02   3.27295699e-01]
 [  1.21602784e-02  -5.03210291e-01  -2.00013013e-01   2.29728851e-01
   -2.55158129e-01   1.61622702e-01   3.70707010e-01   5.96325210e-02
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 [ -6.09615820e-02  -1.55993554e-02  -1.43721505e-01   4.97605821e-02
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   -1.92906833e-01  -8.41957452e-02]
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   -4.53743105e-02  -5.59355171e-02]
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   -2.43247487e-01   6.28706889e-02  -1.70980023e-02  -3.12051460e-02
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   -1.80434415e-01  -2.19968275e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  2.82223306e-02  -1.60820548e-01  -2.14450151e-01   1.25702679e-01
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   -9.68354964e-02  -1.14247995e-02]
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   -9.87258612e-02  -1.61509444e-02   1.29921719e-01   1.18519063e-01
   -2.29733961e-02  -4.97143599e-02]
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   -5.56730802e-02  -8.72148471e-02   2.10132526e-02   1.59626026e-01
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   -1.70987260e-01  -3.71597112e-01]
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 [  1.73581022e-02  -6.01445065e-01  -4.32879618e-02  -9.92190725e-02
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   -3.59778457e-01  -2.12716158e-01]
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   -7.29451156e-02   8.86322010e-02]
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   -8.74192969e-02  -1.29744967e-01]
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 [  3.79421890e-01   4.23604156e-01  -7.14982025e-02   3.10716036e-01
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 [  6.38503927e-02   9.68519203e-02   2.60880179e-01   2.62590288e-01
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   -1.72657906e-01   1.27260798e-01]
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   -5.92758850e-02  -2.68332240e-02]
 [  5.53764435e-02   9.63336907e-02   2.03619148e-02   5.32498490e-02
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 [  2.06240299e-01   2.96721289e-01   2.34798624e-01   1.08390109e-01
   -6.70340032e-01   9.85394586e-02  -1.59183987e-01   1.58401314e-01
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   -2.89837246e-01  -1.09912688e-01]
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   -1.67708268e-01  -2.24463494e-01]
 [  3.06927101e-03  -4.46755771e-01  -2.00507501e-01  -1.92239866e-01
   -5.93928904e-01   1.56347695e-02   3.33148141e-01  -1.71775113e-01
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   -5.99318030e-02   1.36559182e-03]
 [ -2.96166830e-01  -1.66667751e-02   3.24637275e-02   4.32789501e-02
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   -3.01791779e-02   1.29978033e-01]
 [  1.79039768e-01  -4.33502005e-02  -2.17297880e-01  -6.69932260e-03
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 [  2.56892628e-01  -2.27842926e-01   8.23887216e-02   4.85915603e-02
    1.01525361e-01  -6.85419859e-02   1.01017174e-02  -1.31958989e-01
    1.61934671e-01  -1.06641298e-01]
 [ -8.65862381e-02  -1.03986057e-01   1.26931361e-01   1.26494332e-01
    3.15015173e-02  -1.23288748e-01   1.94080230e-01  -7.88491676e-02
    1.86716422e-01   2.14560913e-02]
 [ -1.31938502e-01  -3.07400381e-01   1.43734603e-01  -4.99044844e-01
   -6.66835631e-01   1.86754700e-01   2.48786087e-01  -1.37914243e-01
   -1.16104185e-01   7.87542477e-02]]
[[ 0.6045462 ]
 [ 1.94724438]
 [ 0.21240624]
 [ 0.94755585]
 [-3.00554194]
 [-0.37536861]
 [-1.9455111 ]
 [ 0.04016897]
 [ 0.65286414]
 [ 0.83236601]]
Progress: 80.1% ... Training loss: 0.233 ... Validation loss: 0.409[[  2.34925636e-01   6.13610401e-01  -7.71655266e-02   1.73368570e-01
   -1.25655423e-01  -9.93565688e-02  -1.38639336e-01   1.20687140e-01
    2.03873388e-02   3.32445612e-01]
 [  1.06482248e-02   1.07215661e-01  -2.02046765e-02   4.75049496e-02
    5.00380996e-02  -6.84699561e-03   3.45978439e-01   4.01751469e-02
    1.46896284e-01  -2.51135931e-02]
 [  2.27444734e-01   5.26206711e-01   7.48931934e-03  -6.85023260e-02
    8.92631922e-01  -3.00983336e-02  -1.18142584e+00  -4.48508857e-02
    8.10828684e-02   3.31495333e-01]
 [  1.12337007e-02  -5.06726843e-01  -2.00416763e-01   2.27789427e-01
   -2.49797613e-01   1.62318464e-01   3.69693593e-01   5.95535291e-02
    9.85617541e-02   2.95928171e-01]
 [ -6.15439028e-02  -1.74434978e-02  -1.43817901e-01   4.93659917e-02
   -1.66779728e-01  -1.86570596e-01   1.94387534e-01  -1.14256646e-01
   -1.93288667e-01  -8.52862019e-02]
 [ -3.92329260e-01  -6.73943693e-01  -3.04411333e-01   1.34243877e-01
   -4.13927074e-01   3.53089943e-02   3.91740624e-01  -4.28852878e-02
   -4.41553169e-02  -5.46227617e-02]
 [ -1.95211064e-02  -4.23873835e-01   4.42886276e-03   5.57789016e-02
   -2.53954259e-01  -6.74219642e-02   1.73629492e-01  -1.96269406e-01
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   -3.15022345e-01  -3.85819373e-02   1.22141056e-01   1.09690329e-01
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   -2.43891244e-01   6.27713645e-02  -1.70179134e-02  -3.11924980e-02
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   -2.03266630e-02   1.08494658e-01   3.09019305e-01  -1.93960328e-02
   -1.80466718e-01  -2.19971630e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89154377e-01  -3.30160488e-01   9.27687807e-02   2.05574625e-01
   -1.94255936e-01  -6.19344724e-02   1.06166048e-01  -2.62998388e-01
   -2.90274281e-01  -1.13545886e-01]
 [  7.96228602e-02  -2.66629643e-01  -3.07677781e-02   8.14588765e-02
   -6.26871625e-02  -8.15578530e-02   3.20482653e-01  -6.02040377e-04
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 [  2.92549930e-02  -1.57640937e-01  -2.14074595e-01   1.27174132e-01
   -7.06790379e-02   8.07101904e-02  -1.18442347e-02  -2.11878395e-02
   -9.57791869e-02  -1.01577165e-02]
 [ -1.22111904e-01  -1.21038471e-01  -2.01443159e-01   1.53851884e-01
   -6.47949352e-02   1.33953983e-01  -2.28514976e-02  -2.51930109e-01
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 [ -5.10142917e-02  -1.10414150e-01   2.81402661e-01   1.21669903e-01
   -2.23204572e-02  -7.22652322e-02  -9.11043707e-02   1.20958804e-01
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 [  7.06982384e-02  -5.62166961e-02   8.76460425e-02   8.26533114e-02
   -1.01662810e-01  -1.65063264e-02   1.28526164e-01   1.18559097e-01
   -2.23263230e-02  -4.88284847e-02]
 [  2.38060496e-03  -2.43844633e-01  -2.99625839e-01  -7.53060101e-02
   -5.97476449e-02  -8.77294235e-02   1.94849161e-02   1.59682104e-01
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 [  5.94071954e-02  -8.90278480e-02  -1.10313344e-01   6.75819327e-02
   -3.36595025e-01   3.12592852e-01   3.08986234e-01   2.04185185e-01
   -1.41766995e-01  -3.85789861e-02]
 [  2.10014319e-02   1.95529967e-02   1.29441739e-01   1.40318011e-01
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 [  1.09244389e-01   7.49136434e-02  -4.39882711e-02  -1.05066653e-01
   -1.61394091e-01  -3.29176598e-01   1.40146347e-01   7.34787094e-03
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 [ -1.18877667e-01  -1.44812013e-01  -2.06774504e-02   2.84555083e-03
   -1.33084427e-01  -1.99957251e-01   1.88037722e-02  -2.19409569e-02
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   -3.83724340e-01   2.52028367e-03   8.91520242e-02  -2.68687906e-02
   -1.85824766e-02   2.66695217e-02]
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   -1.70930653e-01  -3.71538517e-01]
 [ -1.52699532e-02  -5.45554016e-01  -3.20377897e-02  -7.34311394e-02
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    3.05446937e-02  -3.92220630e-01]
 [  1.73252748e-02  -6.01431831e-01  -4.32959017e-02  -9.92594551e-02
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   -3.59819176e-01  -2.12775860e-01]
 [ -1.78609405e-01  -7.12508284e-01  -1.28276642e-02  -2.09920646e-01
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   -7.25068600e-02   8.91980012e-02]
 [ -3.04799159e-01  -5.48105775e-01   5.44300277e-02  -4.60670890e-02
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   -8.75002783e-02  -1.29830814e-01]
 [ -2.21660754e-01  -4.13780575e-01   2.46926580e-01  -2.57261745e-01
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   -2.69722597e-01  -3.65278110e-02]
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   -3.95901155e-02  -1.51405196e-01]
 [  6.68409577e-02   2.57735671e-01   1.48353664e-01  -1.48058493e-01
   -1.65189199e-01   7.20903031e-02  -1.27733174e-01   2.76828388e-01
    2.47903262e-02   1.30287763e-01]
 [  3.79256129e-01   4.22991339e-01  -7.15354094e-02   3.10401789e-01
   -9.18899224e-01  -2.91352762e-01  -5.38879988e-01   1.78705154e-01
    4.17139701e-01   1.58341816e-02]
 [  6.39708039e-02   9.69555959e-02   2.60913489e-01   2.62702763e-01
   -1.59366736e-03  -2.06316027e-01  -1.83473300e-01  -1.31902164e-01
   -1.19994334e-01  -2.71500210e-01]
 [  2.44353382e-02  -1.30491272e-01  -1.21703947e-01  -6.13476119e-02
    2.41336956e-01   3.65833253e-02  -2.68465452e-02  -1.86282752e-01
    2.95259420e-02   2.04075130e-01]
 [  1.66729445e-02  -4.43972747e-02  -6.47205843e-02  -4.01350243e-02
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    4.65757045e-02   1.45649916e-02]
 [  4.79911009e-02   1.60366965e-01   2.48977503e-01   9.41039349e-02
   -2.05158335e-01  -1.50816364e-01   2.36687249e-03   4.00157945e-02
   -1.71815154e-01   1.28329337e-01]
 [  9.87375394e-02   1.20717167e-01   1.14287445e-01   3.07360886e-02
   -2.23401819e-01   5.06223092e-02  -5.52815479e-02  -2.70561604e-01
    5.40547610e-03  -6.01929523e-02]
 [ -9.91123217e-04   1.52107865e-01   8.58943654e-02  -3.73632261e-02
   -3.84325298e-02   1.73330429e-01   2.15454272e-03   1.17723080e-01
   -1.87318682e-02   1.76709501e-01]
 [  2.25736790e-01   9.95986206e-02   2.75431284e-02   6.77202739e-02
    2.92869130e-02  -2.74222701e-02  -2.52534354e-01   1.47492106e-01
   -5.93496092e-02  -2.68911805e-02]
 [  5.61285034e-02   9.87450939e-02   2.06315584e-02   5.44106138e-02
   -4.92005411e-01  -1.30297678e-01  -2.77985104e-01   4.13373989e-02
    1.26916314e-01   2.05273333e-01]
 [  6.48193753e-02   4.73783223e-01   1.30882541e-01   4.61354092e-01
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   -1.37149629e+00  -7.00206023e-02  -3.57215794e-01   1.49499293e-01
    2.08772331e-01   4.50325013e-01]
 [  2.06909187e-01   2.99028257e-01   2.35053229e-01   1.09586709e-01
   -6.73921224e-01   9.80784470e-02  -1.60797148e-01   1.58451844e-01
    2.10021103e-01   4.18407666e-02]
 [ -8.73849954e-02   2.46213527e-01   2.35637613e-01  -2.33783000e-03
   -1.51144853e-01   1.38331065e-01  -9.22491000e-02  -1.69130370e-02
   -4.68564111e-02   3.20539524e-02]
 [ -1.14285479e-01  -1.14791046e-03   1.86367686e-02   7.11930878e-02
   -7.98372627e-02   1.23234857e-01   2.32281690e-01   1.79230955e-02
   -2.89765330e-01  -1.09812897e-01]
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   -2.12074974e-01   2.87856215e-02]
 [  8.45450683e-03  -4.74643980e-01  -1.28973677e-01  -1.64874024e-01
    3.59207816e-01   2.44482210e-02   2.09037395e-01   1.51744461e-01
   -1.67387904e-01  -2.24039243e-01]
 [  3.43690427e-03  -4.45621462e-01  -2.00347962e-01  -1.91555119e-01
   -5.97526115e-01   1.53919064e-02   3.32898975e-01  -1.71747034e-01
    1.15905073e-02  -3.24354180e-01]
 [ -7.61645219e-02  -4.99022442e-02   2.81569706e-01   6.89469382e-02
    1.59644263e-01   5.13788054e-02   4.07945477e-02  -2.92579479e-01
   -5.87073844e-02   2.84493095e-03]
 [ -2.96501800e-01  -1.77636166e-02   3.23344295e-02   4.26511677e-02
    1.66051949e-01  -2.04699020e-01  -2.22511097e-02   2.36996258e-01
   -3.05045787e-02   1.29439704e-01]
 [  1.79552698e-01  -4.20348384e-02  -2.17111381e-01  -5.81111974e-03
    1.00806439e-01  -3.25237863e-01   3.16887683e-02  -1.62593160e-01
    4.62178681e-02  -1.29423414e-01]
 [  2.58463020e-01  -2.23349512e-01   8.30201973e-02   5.13166920e-02
    9.54024363e-02  -6.96533234e-02   5.71858355e-03  -1.31838714e-01
    1.63805613e-01  -1.04339613e-01]
 [ -8.62060017e-02  -1.03113510e-01   1.27052969e-01   1.27069295e-01
    2.98846341e-02  -1.23504093e-01   1.93004685e-01  -7.88260586e-02
    1.87068417e-01   2.19918178e-02]
 [ -1.32041255e-01  -3.07850769e-01   1.43674970e-01  -4.99265934e-01
   -6.68523869e-01   1.86792849e-01   2.49472220e-01  -1.37920512e-01
   -1.16215888e-01   7.85134395e-02]]
[[ 0.62122831]
 [ 1.96020142]
 [ 0.22586052]
 [ 0.96164309]
 [-2.99691667]
 [-0.36428632]
 [-1.93615081]
 [ 0.05302123]
 [ 0.66822888]
 [ 0.84856496]]
Progress: 80.2% ... Training loss: 0.239 ... Validation loss: 0.412[[  2.31444212e-01   6.04646985e-01  -7.84464925e-02   1.67953405e-01
   -1.14892554e-01  -9.72856461e-02  -1.29909218e-01   1.20391923e-01
    1.66371691e-02   3.27486546e-01]
 [  1.04794736e-02   1.06821580e-01  -2.02708052e-02   4.72265355e-02
    5.04517588e-02  -6.75176694e-03   3.46276127e-01   4.01596868e-02
    1.46701935e-01  -2.53573626e-02]
 [  2.27208998e-01   5.23138016e-01   7.31675530e-03  -6.92166757e-02
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 [ -8.71754066e-02  -1.05348974e-01   1.26697349e-01   1.25575746e-01
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    1.86249150e-01   2.08573373e-02]
 [ -1.33185176e-01  -3.10679901e-01   1.43246473e-01  -5.01059465e-01
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   -1.17405736e-01   7.70226173e-02]]
[[ 0.59761609]
 [ 1.94638682]
 [ 0.20525056]
 [ 0.93880748]
 [-3.00781495]
 [-0.38574615]
 [-1.96231966]
 [ 0.03335246]
 [ 0.64249196]
 [ 0.82498299]]
Progress: 80.2% ... Training loss: 0.236 ... Validation loss: 0.413[[  2.31019238e-01   6.02880868e-01  -7.85872712e-02   1.67329096e-01
   -1.13384399e-01  -9.70076221e-02  -1.27501853e-01   1.20373045e-01
    1.62654055e-02   3.27024380e-01]
 [  1.01968685e-02   1.05916907e-01  -2.03706864e-02   4.68063400e-02
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    1.46496164e-01  -2.57706348e-02]
 [  2.26651591e-01   5.21180374e-01   7.15318284e-03  -6.99998393e-02
    9.04036077e-01  -2.96072548e-02  -1.17581732e+00  -4.48988367e-02
    8.05775533e-02   3.30261876e-01]
 [  8.66766484e-03  -5.09410106e-01  -2.01274668e-01   2.24107044e-01
   -2.44275076e-01   1.64036250e-01   3.76097479e-01   5.93146693e-02
    9.62483419e-02   2.92829930e-01]
 [ -6.21385470e-02  -1.87046010e-02  -1.44019543e-01   4.86124940e-02
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   -1.94123023e-01  -8.60276397e-02]
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   -4.57220820e-02  -5.66144129e-02]
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 [  1.22565930e-02  -5.83072946e-01   5.61453432e-02  -1.39061956e-01
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   -2.04354316e-02   1.09322523e-01   3.11800960e-01  -1.95056153e-02
   -1.81806806e-01  -2.21811814e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.90587146e-01  -1.13980404e-01]
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 [  2.83599115e-02  -1.59792786e-01  -2.14371156e-01   1.25857419e-01
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   -9.67851717e-02  -1.14059922e-02]
 [ -1.23795165e-01  -1.25729349e-01  -2.02052141e-01   1.51224852e-01
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   -2.34705032e-02  -5.03065008e-02]
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   -6.23925446e-02  -8.80557983e-02   1.82258979e-02   1.59718397e-01
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 [  5.89816155e-02  -9.00433947e-02  -1.10442315e-01   6.70888041e-02
   -3.34138323e-01   3.12786847e-01   3.10522660e-01   2.04162962e-01
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 [ -8.68135873e-02  -1.04459257e-01   1.26825011e-01   1.26170124e-01
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    1.86596973e-01   2.13485582e-02]
 [ -1.34644645e-01  -3.15076947e-01   1.42724890e-01  -5.03413211e-01
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   -1.19032417e-01   7.50078380e-02]]
[[ 0.59344309]
 [ 1.94277121]
 [ 0.2017419 ]
 [ 0.93458912]
 [-3.00810941]
 [-0.38900809]
 [-1.96510745]
 [ 0.03063994]
 [ 0.63850401]
 [ 0.82051027]]
Progress: 80.2% ... Training loss: 0.239 ... Validation loss: 0.417[[  2.34090517e-01   6.12579009e-01  -7.75351433e-02   1.72239646e-01
   -1.22728140e-01  -9.90324673e-02  -1.35911097e-01   1.20532395e-01
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 [  2.27239882e-01   5.22946108e-01   7.29382925e-03  -6.90102430e-02
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    8.12005958e-02   3.30964975e-01]
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   -1.93702886e-01  -8.56228351e-02]
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   -4.52219424e-02  -5.58150864e-02]
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   -1.83025846e-01  -2.22970702e-01]
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   -2.44983060e-02  -5.14834271e-02]
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   -8.71989842e-02  -1.29487745e-01]
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 [  6.42401571e-02   9.73420696e-02   2.61012479e-01   2.63075239e-01
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   -1.72814034e-01   1.27071554e-01]
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   -1.95153830e-02   1.75576838e-01]
 [  2.26502843e-01   1.02066841e-01   2.78259871e-02   6.89044771e-02
    2.51677960e-02  -2.79757120e-02  -2.54533952e-01   1.47534680e-01
   -5.84894855e-02  -2.58171880e-02]
 [  5.61877312e-02   9.92260795e-02   2.06359964e-02   5.44985215e-02
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 [  2.06350486e-01   2.97626541e-01   2.34843622e-01   1.08707458e-01
   -6.72737605e-01   9.84001910e-02  -1.59567265e-01   1.58403500e-01
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   -1.47258420e-01   1.39032334e-01  -8.85987665e-02  -1.69945501e-02
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   -2.89536954e-01  -1.09506016e-01]
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   -2.11854195e-01   2.90696857e-02]
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   -1.67351446e-01  -2.24009707e-01]
 [  1.27310699e-03  -4.49982594e-01  -2.01113128e-01  -1.95028460e-01
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 [ -7.67568693e-02  -5.31600653e-02   2.81396295e-01   6.80973951e-02
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   -5.91922759e-02   2.03957078e-03]
 [ -2.95198921e-01  -1.49491643e-02   3.28041808e-02   4.47882830e-02
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   -2.91238803e-02   1.31131785e-01]
 [  1.78053719e-01  -4.64489915e-02  -2.17616322e-01  -7.92765697e-03
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    4.47132521e-02  -1.31348406e-01]
 [  2.59194201e-01  -2.22509328e-01   8.32678111e-02   5.23999096e-02
    9.28408189e-02  -7.02041096e-02   4.07039659e-03  -1.31816493e-01
    1.64616511e-01  -1.03009637e-01]
 [ -8.72532409e-02  -1.05719574e-01   1.26659839e-01   1.25594668e-01
    3.47137248e-02  -1.22855687e-01   1.95543697e-01  -7.89180286e-02
    1.86113727e-01   2.07654652e-02]
 [ -1.32772068e-01  -3.09732303e-01   1.43322745e-01  -5.00649874e-01
   -6.73140229e-01   1.87249775e-01   2.51495318e-01  -1.38016360e-01
   -1.16976479e-01   7.74990272e-02]]
[[ 0.60693374]
 [ 1.95126515]
 [ 0.21441303]
 [ 0.94690486]
 [-3.00143838]
 [-0.37696435]
 [-1.95048366]
 [ 0.04215267]
 [ 0.65366557]
 [ 0.83580163]]
Progress: 80.3% ... Training loss: 0.232 ... Validation loss: 0.408[[  2.37171013e-01   6.22704454e-01  -7.63795992e-02   1.77296773e-01
   -1.31830387e-01  -1.01011211e-01  -1.43717622e-01   1.20763808e-01
    2.30313413e-02   3.35659697e-01]
 [  1.10873852e-02   1.08820510e-01  -2.00538282e-02   4.82394649e-02
    4.71277570e-02  -7.14187988e-03   3.45092084e-01   4.02027048e-02
    1.47428636e-01  -2.45487076e-02]
 [  2.29503947e-01   5.30316627e-01   8.11077419e-03  -6.55790400e-02
    8.86131551e-01  -3.13873387e-02  -1.18459151e+00  -4.46946942e-02
    8.37624166e-02   3.34194678e-01]
 [  9.89246938e-03  -5.05773210e-01  -2.00919210e-01   2.26246844e-01
   -2.51855182e-01   1.63501636e-01   3.70307772e-01   5.93504165e-02
    9.71886249e-02   2.93397816e-01]
 [ -6.28091029e-02  -2.09227559e-02  -1.44238869e-01   4.75578466e-02
   -1.71342089e-01  -1.85963666e-01   1.96455809e-01  -1.14264715e-01
   -1.94486284e-01  -8.65585729e-02]
 [ -3.92908236e-01  -6.76393087e-01  -3.04523137e-01   1.33766327e-01
   -4.14964629e-01   3.54109760e-02   3.93668565e-01  -4.29357143e-02
   -4.46397665e-02  -5.50879547e-02]
 [ -1.88455276e-02  -4.22745464e-01   4.63627898e-03   5.67108840e-02
   -2.55874609e-01  -6.79150335e-02   1.69693075e-01  -1.96258835e-01
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 [  9.19193688e-02  -5.10106656e-01   2.00645816e-02  -1.12660292e-01
   -3.25336081e-01  -3.96532620e-02   1.20970744e-01   1.09772733e-01
    5.94710682e-02  -3.44594189e-02]
 [ -1.75796268e-01  -2.37696949e-01  -2.99571398e-01  -1.92600976e-02
   -2.44037269e-01   6.33981879e-02  -1.47234758e-02  -3.13181051e-02
    2.85398273e-01  -1.28450938e-01]
 [  1.64444381e-02  -5.69392025e-01   5.76765877e-02  -1.32530263e-01
   -5.80223165e-01  -9.87287949e-02   1.74004212e-01  -1.24516230e-01
   -3.30254499e-02   2.14324283e-02]
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   -3.81964427e-01  -9.25668536e-03   2.60590018e-01  -1.02151169e-01
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   -1.90764353e-02   1.09754825e-01   3.14733214e-01  -1.95323750e-02
   -1.82520678e-01  -2.22339629e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.88730503e-01  -3.29011944e-01   9.29625791e-02   2.06310751e-01
   -1.95673922e-01  -6.22565816e-02   1.05275411e-01  -2.62968717e-01
   -2.89737108e-01  -1.12917166e-01]
 [  7.94111453e-02  -2.67989420e-01  -3.08157799e-02   8.13421059e-02
   -6.45114385e-02  -8.15600352e-02   3.21036151e-01  -6.24986291e-04
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 [  2.87574935e-02  -1.59589197e-01  -2.14243813e-01   1.26488049e-01
   -6.82289773e-02   8.09321086e-02  -1.02409369e-02  -2.12321202e-02
   -9.63448643e-02  -1.05725839e-02]
 [ -1.22828363e-01  -1.22150004e-01  -2.01744981e-01   1.52559163e-01
   -6.08692653e-02   1.34312113e-01  -2.26298151e-02  -2.52011179e-01
    7.10269752e-02  -1.93326135e-01]
 [ -4.98998732e-02  -1.07856399e-01   2.81814416e-01   1.23420671e-01
   -2.76274889e-02  -7.29975953e-02  -9.37670499e-02   1.21019204e-01
    1.00085331e-01   8.21642044e-02]
 [  7.11942963e-02  -5.55487312e-02   8.78421053e-02   8.35598515e-02
   -1.04953015e-01  -1.67397412e-02   1.26828493e-01   1.18605488e-01
   -2.17229841e-02  -4.80082069e-02]
 [  4.25035136e-03  -2.38414490e-01  -2.98917940e-01  -7.21569124e-02
   -6.92854058e-02  -8.90569700e-02   1.41301826e-02   1.59818913e-01
    9.37587564e-02  -5.09470319e-02]
 [  5.80916608e-02  -9.30583639e-02  -1.10770208e-01   6.54636674e-02
   -3.31695710e-01   3.13441764e-01   3.14172601e-01   2.04112750e-01
   -1.43170672e-01  -4.03843486e-02]
 [  2.10985366e-02   2.02896595e-02   1.29397293e-01   1.40294929e-01
   -4.06186153e-02   9.65150641e-02  -3.85192332e-02  -4.11663374e-02
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 [  1.08829081e-01   7.43015817e-02  -4.41375403e-02  -1.05709223e-01
   -1.62348387e-01  -3.28913598e-01   1.40275726e-01   7.29477956e-03
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 [ -1.19313422e-01  -1.46267379e-01  -2.08147720e-02   2.16255516e-03
   -1.33685578e-01  -1.99738814e-01   2.00819054e-02  -2.19743100e-02
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 [ -1.66544384e-01  -1.47837036e-01  -2.05859469e-01  -3.06034852e-02
   -3.83535055e-01   2.51500232e-03   8.90523053e-02  -2.68679714e-02
   -1.85611844e-02   2.67109829e-02]
 [ -2.10071035e-02  -2.12557253e-01  -7.22684205e-02  -1.11931133e-01
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   -1.70889474e-01  -3.71514712e-01]
 [ -1.52177469e-02  -5.46238161e-01  -3.20236276e-02  -7.33697943e-02
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    3.06113563e-02  -3.92185605e-01]
 [  1.66830719e-02  -6.03178915e-01  -4.35343626e-02  -1.00268969e-01
    6.62594257e-01   1.89984391e-02   6.01737701e-01   4.85841732e-02
   -3.60520570e-01  -2.13628459e-01]
 [ -1.78283046e-01  -7.12034954e-01  -1.27048112e-02  -2.09390669e-01
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   -7.21720804e-02   8.96405256e-02]
 [ -3.04619235e-01  -5.48204792e-01   5.45391638e-02  -4.56169072e-02
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   -8.72053417e-02  -1.29495833e-01]
 [ -2.21458627e-01  -4.13321260e-01   2.47010880e-01  -2.56909834e-01
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   -2.69484101e-01  -3.62240625e-02]
 [ -1.58884573e-01  -2.97855826e-01  -1.91045280e-01  -1.38308986e-01
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   -3.87439817e-02  -1.50330132e-01]
 [  6.73183202e-02   2.59379279e-01   1.48529621e-01  -1.47247510e-01
   -1.68119437e-01   7.17280526e-02  -1.29017706e-01   2.76846468e-01
    2.53254051e-02   1.31018342e-01]
 [  3.77788506e-01   4.20496121e-01  -7.20233079e-02   3.08112787e-01
   -9.17160379e-01  -2.90427254e-01  -5.34813631e-01   1.78614202e-01
    4.15686791e-01   1.43345024e-02]
 [  6.40328123e-02   9.65179487e-02   2.60927844e-01   2.62726677e-01
   -8.80436224e-04  -2.06356613e-01  -1.83615506e-01  -1.31912326e-01
   -1.19953957e-01  -2.71502732e-01]
 [  2.39583083e-02  -1.31632991e-01  -1.21882532e-01  -6.20878462e-02
    2.43151931e-01   3.68807491e-02  -2.56838773e-02  -1.86317057e-01
    2.90921347e-02   2.03590727e-01]
 [  1.84381214e-02  -3.97271430e-02  -6.41340155e-02  -3.74672340e-02
    6.56048952e-03  -1.90468594e-01   7.99136019e-03   1.06288981e-02
    4.84201863e-02   1.69256225e-02]
 [  4.79993254e-02   1.60189483e-01   2.48991463e-01   9.41163823e-02
   -2.03681434e-01  -1.50845646e-01   1.96846436e-03   4.00201959e-02
   -1.71864142e-01   1.28309675e-01]
 [  9.87606050e-02   1.20644323e-01   1.14258943e-01   3.05456589e-02
   -2.22048410e-01   5.05683529e-02  -5.63355143e-02  -2.70575465e-01
    5.43481465e-03  -6.01955183e-02]
 [ -1.29975791e-03   1.51375439e-01   8.57499127e-02  -3.79740620e-02
   -3.60321065e-02   1.73466244e-01   2.64488382e-03   1.17692405e-01
   -1.91202767e-02   1.76083230e-01]
 [  2.26962212e-01   1.03658818e-01   2.80153336e-02   6.96746207e-02
    2.29866697e-02  -2.83273848e-02  -2.55476096e-01   1.47578569e-01
   -5.78992979e-02  -2.50430761e-02]
 [  5.63314280e-02   9.95164239e-02   2.06767652e-02   5.46486270e-02
   -4.91884429e-01  -1.30380139e-01  -2.79239062e-01   4.13262046e-02
    1.27191877e-01   2.05610185e-01]
 [  6.36629798e-02   4.70284002e-01   1.30502016e-01   4.59699262e-01
   -1.58510108e+00  -2.93309515e-01  -4.88655026e-01  -7.03533605e-02
    3.10691367e-01   3.50530968e-01]
 [  1.60740186e-01   4.63112197e-01   6.55883333e-02   4.21669796e-01
   -1.37675008e+00  -7.04311406e-02  -3.59175971e-01   1.49550474e-01
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 [  2.06237425e-01   2.97727191e-01   2.34822347e-01   1.08626432e-01
   -6.73899411e-01   9.84333493e-02  -1.58852654e-01   1.58403211e-01
    2.09321820e-01   4.09323624e-02]
 [ -8.86547971e-02   2.42640499e-01   2.35198382e-01  -4.22014139e-03
   -1.46806911e-01   1.39095480e-01  -8.82848207e-02  -1.70025236e-02
   -4.81647425e-02   3.04988910e-02]
 [ -1.13938060e-01  -8.72301863e-05   1.87609573e-02   7.17668453e-02
   -8.23762613e-02   1.23006166e-01   2.31260293e-01   1.79473924e-02
   -2.89329921e-01  -1.09262914e-01]
 [ -2.27664202e-01  -7.78928978e-02  -9.63020250e-02  -3.50370017e-01
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   -2.11801626e-01   2.91328457e-02]
 [  8.21181820e-03  -4.75321196e-01  -1.29049919e-01  -1.65250643e-01
    3.60252599e-01   2.45774078e-02   2.09894897e-01   1.51725126e-01
   -1.67634749e-01  -2.24330860e-01]
 [  2.54734899e-03  -4.45980441e-01  -2.00643202e-01  -1.92942899e-01
   -6.02304082e-01   1.58518316e-02   3.33736958e-01  -1.71854468e-01
    1.07107863e-02  -3.25653783e-01]
 [ -7.54493692e-02  -4.91266021e-02   2.81919794e-01   7.03720997e-02
    1.57147520e-01   5.07404861e-02   4.05098874e-02  -2.92498405e-01
   -5.76923438e-02   3.94996229e-03]
 [ -2.94710636e-01  -1.35479937e-02   3.29583753e-02   4.54533979e-02
    1.60251300e-01  -2.05772716e-01  -2.65739280e-02   2.37106854e-01
   -2.86272709e-02   1.31691685e-01]
 [  1.77244685e-01  -4.90826362e-02  -2.17899894e-01  -9.15720763e-03
    1.10560506e-01  -3.23972454e-01   3.72157118e-02  -1.62755144e-01
    4.38214269e-02  -1.32486937e-01]
 [  2.60399539e-01  -2.19408752e-01   8.37235673e-02   5.43810159e-02
    8.87414544e-02  -7.09655800e-02   1.40062036e-03  -1.31727291e-01
    1.65920844e-01  -1.01313085e-01]
 [ -8.69389962e-02  -1.04221326e-01   1.26791299e-01   1.26099072e-01
    3.37032344e-02  -1.23067382e-01   1.94494631e-01  -7.88899922e-02
    1.86448135e-01   2.12500347e-02]
 [ -1.32138626e-01  -3.08125815e-01   1.43557655e-01  -4.99820605e-01
   -6.75777861e-01   1.86819486e-01   2.49658441e-01  -1.37973313e-01
   -1.16255994e-01   7.84080253e-02]]
[[ 0.62552339]
 [ 1.96546252]
 [ 0.2321543 ]
 [ 0.96297503]
 [-2.99235254]
 [-0.36307249]
 [-1.93645316]
 [ 0.05826112]
 [ 0.67178364]
 [ 0.85480062]]
Progress: 80.3% ... Training loss: 0.246 ... Validation loss: 0.415[[  2.38174956e-01   6.25654597e-01  -7.59654899e-02   1.78830369e-01
   -1.34806570e-01  -1.01587214e-01  -1.46139688e-01   1.20859510e-01
    2.42735011e-02   3.37412566e-01]
 [  1.10422949e-02   1.08698162e-01  -2.00793283e-02   4.81478318e-02
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    1.47365776e-01  -2.46053863e-02]
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 [ -8.66979571e-02  -1.03611055e-01   1.26854996e-01   1.26480905e-01
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    1.86662371e-01   2.15108067e-02]
 [ -1.33095810e-01  -3.10939152e-01   1.43186931e-01  -5.01495689e-01
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   -1.17213389e-01   7.74092291e-02]]
[[ 0.62507205]
 [ 1.96580521]
 [ 0.22780598]
 [ 0.96076058]
 [-2.9951822 ]
 [-0.36666581]
 [-1.94055043]
 [ 0.05588063]
 [ 0.66824777]
 [ 0.85162899]]
Progress: 80.4% ... Training loss: 0.243 ... Validation loss: 0.410[[  2.36932903e-01   6.22873123e-01  -7.64606693e-02   1.76611176e-01
   -1.28999164e-01  -1.00755856e-01  -1.42464620e-01   1.20735854e-01
    2.28890630e-02   3.35869793e-01]
 [  1.14119947e-02   1.09749029e-01  -1.99519840e-02   4.87052501e-02
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    1.47680349e-01  -2.41134787e-02]
 [  2.28616047e-01   5.22913122e-01   7.70877729e-03  -6.71747507e-02
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    8.29384775e-02   3.33298381e-01]
 [  6.19763913e-03  -5.13088733e-01  -2.02218381e-01   2.21012770e-01
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   -4.52288457e-02  -5.58796037e-02]
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   -1.82211090e-01  -2.21972433e-01]
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   -2.90215438e-01  -1.13483716e-01]
 [  7.95365109e-02  -2.67372056e-01  -3.07685727e-02   8.15367840e-02
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   -9.68390667e-02  -1.12983639e-02]
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   -2.36017559e-02  -5.04946912e-02]
 [  2.73333684e-03  -2.44286319e-01  -2.99554731e-01  -7.47359669e-02
   -6.38850369e-02  -8.80906971e-02   1.67018198e-02   1.59665847e-01
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   -1.85547098e-02   1.76742833e-01]
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   -5.90239924e-02  -2.64675124e-02]
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 [  1.28773135e-03  -4.49989374e-01  -2.01196632e-01  -1.95264323e-01
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   -5.84539717e-02   3.12428445e-03]
 [ -2.96198051e-01  -1.81713537e-02   3.23801667e-02   4.30835456e-02
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 [  1.77080169e-01  -4.93856037e-02  -2.17934235e-01  -9.30533184e-03
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 [ -8.74463327e-02  -1.05870497e-01   1.26566953e-01   1.25343817e-01
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    1.85848454e-01   2.05623385e-02]
 [ -1.34334588e-01  -3.13785329e-01   1.42716780e-01  -5.03670879e-01
   -6.73148900e-01   1.88179736e-01   2.54885784e-01  -1.38200138e-01
   -1.18524875e-01   7.56994612e-02]]
[[ 0.60546161]
 [ 1.95871053]
 [ 0.21237123]
 [ 0.94389083]
 [-3.00448049]
 [-0.38287572]
 [-1.95920987]
 [ 0.03788737]
 [ 0.64791156]
 [ 0.83237268]]
Progress: 80.5% ... Training loss: 0.233 ... Validation loss: 0.406[[  2.38521331e-01   6.29233301e-01  -7.57531038e-02   1.79795751e-01
   -1.35885133e-01  -1.02024086e-01  -1.45786762e-01   1.20868587e-01
    2.46753342e-02   3.38367429e-01]
 [  1.19943042e-02   1.10931456e-01  -1.97454850e-02   4.95903908e-02
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    1.48273042e-01  -2.33588770e-02]
 [  2.30181658e-01   5.28428717e-01   8.35697548e-03  -6.41428194e-02
    8.84537516e-01  -3.19791118e-02  -1.18621507e+00  -4.46490771e-02
    8.45628571e-02   3.35326563e-01]
 [  7.40888904e-03  -5.08178497e-01  -2.01645857e-01   2.23057476e-01
   -2.48117958e-01   1.64907929e-01   3.71094218e-01   5.90777656e-02
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 [ -6.27398790e-02  -2.14910603e-02  -1.44332914e-01   4.64190221e-02
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   -1.94275377e-01  -8.71687451e-02]
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   -4.55987350e-02  -5.62804002e-02]
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   -1.82140357e-01  -2.21770181e-01]
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 [  2.76031383e-02  -1.62337760e-01  -2.14664586e-01   1.24517870e-01
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   -9.76032003e-02  -1.21804181e-02]
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   -2.30890306e-02  -4.97975750e-02]
 [  2.54496533e-03  -2.45594413e-01  -2.99631425e-01  -7.49536342e-02
   -6.31908771e-02  -8.79845230e-02   1.67279286e-02   1.59653006e-01
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 [  5.83562868e-02  -9.13279542e-02  -1.10619400e-01   6.61595725e-02
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   -1.70659857e-01  -3.71251776e-01]
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 [  1.64825716e-02  -6.03853704e-01  -4.36129984e-02  -1.00593884e-01
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   -3.60745682e-01  -2.13884241e-01]
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   -7.22926089e-02   8.95868992e-02]
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   -8.74868066e-02  -1.29801991e-01]
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   -2.70046500e-01  -3.68372688e-02]
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   -3.91772043e-02  -1.50804000e-01]
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 [  3.76847504e-01   4.19363426e-01  -7.23517473e-02   3.06695998e-01
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 [  6.28033250e-02   9.33691916e-02   2.60490287e-01   2.60832304e-01
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 [  2.35592677e-02  -1.33159015e-01  -1.22039703e-01  -6.27264566e-02
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   -1.71686012e-01   1.28526661e-01]
 [  9.88311917e-02   1.19896089e-01   1.14278576e-01   3.06115208e-02
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    5.46335018e-03  -6.01438161e-02]
 [ -8.37822033e-04   1.52481442e-01   8.59102981e-02  -3.74818456e-02
   -3.70773452e-02   1.73167271e-01   1.84839758e-03   1.17739503e-01
   -1.86193884e-02   1.76697632e-01]
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   -5.88317581e-02  -2.61704652e-02]
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 [  2.06595571e-01   2.99529154e-01   2.35012185e-01   1.09438683e-01
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   -1.67796967e-01  -2.24487176e-01]
 [  2.24617117e-03  -4.47317391e-01  -2.00828365e-01  -1.93613128e-01
   -6.03541609e-01   1.60719592e-02   3.33759259e-01  -1.71924773e-01
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 [ -7.48629420e-02  -4.86904053e-02   2.82112713e-01   7.12587383e-02
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   -5.72724079e-02   4.76985283e-03]
 [ -2.96505106e-01  -1.92680109e-02   3.22837317e-02   4.26776285e-02
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 [  2.61129907e-01  -2.16626342e-01   8.41009641e-02   5.58987624e-02
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    1.66867000e-01  -1.00024745e-01]
 [ -8.73450769e-02  -1.05776666e-01   1.26601932e-01   1.25545078e-01
    3.46087696e-02  -1.22802529e-01   1.96108684e-01  -7.89268634e-02
    1.85947425e-01   2.07252798e-02]
 [ -1.35235506e-01  -3.16171454e-01   1.42386100e-01  -5.05059042e-01
   -6.70472000e-01   1.88698665e-01   2.57605159e-01  -1.38256072e-01
   -1.19482552e-01   7.45422516e-02]]
[[ 0.61966396]
 [ 1.96892128]
 [ 0.2233828 ]
 [ 0.95627542]
 [-3.00071159]
 [-0.37304396]
 [-1.95378143]
 [ 0.04820613]
 [ 0.66463478]
 [ 0.84655615]]
Progress: 80.5% ... Training loss: 0.237 ... Validation loss: 0.408[[  2.36877056e-01   6.25596540e-01  -7.63529058e-02   1.77092074e-01
   -1.26956682e-01  -1.00964995e-01  -1.40409837e-01   1.20741011e-01
    2.28969416e-02   3.36389765e-01]
 [  1.18540328e-02   1.10780906e-01  -1.97957169e-02   4.93697381e-02
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    1.48109880e-01  -2.35573018e-02]
 [  2.27836095e-01   5.20430896e-01   7.46361900e-03  -6.79760407e-02
    8.97500911e-01  -3.05156290e-02  -1.18108480e+00  -4.48427246e-02
    8.18794347e-02   3.32124938e-01]
 [  6.36358301e-03  -5.09573006e-01  -2.01990675e-01   2.21645705e-01
   -2.44824123e-01   1.65588740e-01   3.75053662e-01   5.90062120e-02
    9.38261844e-02   2.89347118e-01]
 [ -6.15120529e-02  -1.83747387e-02  -1.43847161e-01   4.85546314e-02
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   -1.93079732e-01  -8.55365353e-02]
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   -4.13729203e-01   3.60034926e-02   3.96274073e-01  -4.30213835e-02
   -4.57002560e-02  -5.64341158e-02]
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   -2.49409465e-01  -6.66865260e-02   1.77143747e-01  -1.96475656e-01
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   -3.17488316e-01  -3.84895362e-02   1.24336565e-01   1.09585298e-01
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   -2.39704130e-01   6.38205517e-02  -1.13335757e-02  -3.14320536e-02
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   -3.81880506e-02   1.54935521e-02]
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   -2.46808430e-02   1.09279138e-01   3.13057364e-01  -1.94602173e-02
   -1.81586599e-01  -2.21098478e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.89399280e-01  -3.30144158e-01   9.26986770e-02   2.05191884e-01
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   -2.90541057e-01  -1.13880550e-01]
 [  7.93405508e-02  -2.69231081e-01  -3.08513863e-02   8.11967166e-02
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 [  2.79742648e-02  -1.61078928e-01  -2.14534907e-01   1.25023879e-01
   -6.36532929e-02   8.14442017e-02  -8.61973150e-03  -2.12971097e-02
   -9.72154437e-02  -1.16604162e-02]
 [ -1.23518015e-01  -1.24298250e-01  -2.02001101e-01   1.51445156e-01
   -5.77758930e-02   1.34672996e-01  -2.13099681e-02  -2.52076860e-01
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 [ -5.14518193e-02  -1.12525262e-01   2.81314621e-01   1.21240404e-01
   -2.31764091e-02  -7.20669059e-02  -8.82801863e-02   1.20882928e-01
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 [  6.98990808e-02  -5.95047136e-02   8.73157861e-02   8.13952069e-02
   -1.02941764e-01  -1.60499946e-02   1.30915160e-01   1.18470855e-01
   -2.31412871e-02  -4.98402974e-02]
 [  1.68189155e-03  -2.48512075e-01  -2.99958722e-01  -7.63780110e-02
   -5.90364882e-02  -8.74427790e-02   1.86394775e-02   1.59579859e-01
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 [  5.77729274e-02  -9.33072066e-02  -1.10859211e-01   6.51325711e-02
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   -1.43553198e-01  -4.06430197e-02]
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   -1.60258099e-01  -3.28621561e-01   1.42222524e-01   7.23632211e-03
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   -1.31288800e-01  -1.99180974e-01   2.23217354e-02  -2.20583463e-02
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   -1.80544058e-02   2.73816943e-02]
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   -1.70709603e-01  -3.71314987e-01]
 [ -1.44439840e-02  -5.45580500e-01  -3.17592060e-02  -7.21985102e-02
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    3.14000214e-02  -3.91183032e-01]
 [  1.64988852e-02  -6.04012692e-01  -4.36087941e-02  -1.00560641e-01
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   -3.60727785e-01  -2.13795877e-01]
 [ -1.78519386e-01  -7.12868636e-01  -1.27803722e-02  -2.09703010e-01
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   -7.24144659e-02   8.94797511e-02]
 [ -3.05209391e-01  -5.50285955e-01   5.43473214e-02  -4.64564222e-02
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   -8.77664155e-02  -1.30156219e-01]
 [ -2.22357450e-01  -4.15488405e-01   2.46697590e-01  -2.58189041e-01
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   -2.70416374e-01  -3.72502530e-02]
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   -3.93490337e-02  -1.51048094e-01]
 [  6.69751415e-02   2.59010011e-01   1.48434424e-01  -1.47687758e-01
   -1.69018488e-01   7.19235465e-02  -1.28661060e-01   2.76810682e-01
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 [  3.76703978e-01   4.18931025e-01  -7.24050101e-02   3.06489306e-01
   -9.16880837e-01  -2.89924423e-01  -5.33715406e-01   1.78485872e-01
    4.14609591e-01   1.30652925e-02]
 [  6.28086889e-02   9.36330266e-02   2.60483140e-01   2.60780479e-01
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   -1.21215395e-01  -2.73121933e-01]
 [  2.31086252e-02  -1.34630645e-01  -1.22203203e-01  -6.34556613e-02
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 [  1.75088074e-02  -4.25711271e-02  -6.44596798e-02  -3.89233037e-02
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 [  4.75177370e-02   1.58981803e-01   2.48803169e-01   9.33374342e-02
   -2.01039987e-01  -1.50535838e-01   2.97912741e-03   3.99862753e-02
   -1.72452260e-01   1.27617610e-01]
 [  9.81919117e-02   1.17723017e-01   1.14030214e-01   2.95588118e-02
   -2.16497005e-01   5.09714289e-02  -5.56028316e-02  -2.70628551e-01
    4.70574183e-03  -6.11639857e-02]
 [ -5.87830836e-04   1.53296041e-01   8.60049992e-02  -3.71142374e-02
   -3.80397915e-02   1.73021050e-01   1.03106124e-03   1.17760290e-01
   -1.83378196e-02   1.76997395e-01]
 [  2.26335543e-01   1.01214459e-01   2.77455307e-02   6.85108711e-02
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   -5.86569789e-02  -2.59254596e-02]
 [  5.73545469e-02   1.02260047e-01   2.10337579e-02   5.61526453e-02
   -4.95257319e-01  -1.31002358e-01  -2.81123344e-01   4.13997209e-02
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 [  6.56708369e-02   4.75760343e-01   1.31200482e-01   4.62826370e-01
   -1.59159286e+00  -2.94435738e-01  -4.92491025e-01  -7.02075322e-02
    3.12756840e-01   3.53283131e-01]
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   -1.37815244e+00  -7.01687123e-02  -3.58408458e-01   1.49511845e-01
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 [  2.06468392e-01   2.99348933e-01   2.34967493e-01   1.09263867e-01
   -6.79168501e-01   9.82480992e-02  -1.58952301e-01   1.58442544e-01
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 [ -8.94567521e-02   2.40569550e-01   2.34901326e-01  -5.38524565e-03
   -1.45649907e-01   1.39577736e-01  -8.69830435e-02  -1.70752615e-02
   -4.90630731e-02   2.93962185e-02]
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   -2.90185302e-01  -1.10334484e-01]
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   -2.12114330e-01   2.87233605e-02]
 [  7.86816636e-03  -4.76482141e-01  -1.29176921e-01  -1.65804675e-01
    3.61801357e-01   2.47749687e-02   2.11099997e-01   1.51690585e-01
   -1.68003310e-01  -2.24729289e-01]
 [  2.35758138e-03  -4.46552747e-01  -2.00768173e-01  -1.93357890e-01
   -6.03821994e-01   1.59968195e-02   3.34393238e-01  -1.71912397e-01
    1.05660246e-02  -3.25940076e-01]
 [ -7.53814343e-02  -5.06144008e-02   2.81921348e-01   7.04997585e-02
    1.59410311e-01   5.05860347e-02   4.11895947e-02  -2.92509838e-01
   -5.78052729e-02   4.14113265e-03]
 [ -2.97549222e-01  -2.28713862e-02   3.18962164e-02   4.10004213e-02
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   -3.17034543e-02   1.27950391e-01]
 [  1.77361820e-01  -4.94207251e-02  -2.17821919e-01  -8.72098369e-03
    1.10116770e-01  -3.24148792e-01   3.71426200e-02  -1.62751777e-01
    4.38433542e-02  -1.32381386e-01]
 [  2.60239576e-01  -2.19137932e-01   8.37637369e-02   5.43962687e-02
    9.05875831e-02  -7.09504309e-02   1.22042204e-03  -1.31723858e-01
    1.65892163e-01  -1.01276808e-01]
 [ -8.75916562e-02  -1.06347924e-01   1.26511831e-01   1.25164491e-01
    3.60501801e-02  -1.22677684e-01   1.96328515e-01  -7.89461047e-02
    1.85686449e-01   2.04393377e-02]
 [ -1.34692463e-01  -3.14312306e-01   1.42578196e-01  -5.04273773e-01
   -6.72834033e-01   1.88384729e-01   2.55870425e-01  -1.38214644e-01
   -1.18922498e-01   7.52172897e-02]]
[[ 0.60823857]
 [ 1.96185461]
 [ 0.21369679]
 [ 0.9466856 ]
 [-3.01132258]
 [-0.38110747]
 [-1.96167923]
 [ 0.03838799]
 [ 0.65335878]
 [ 0.83434513]]
Progress: 80.5% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.39024266e-01   6.30900667e-01  -7.55913836e-02   1.80131987e-01
   -1.33744575e-01  -1.02307352e-01  -1.44732069e-01   1.20875977e-01
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 [  1.22793503e-02   1.12208919e-01  -1.96464053e-02   5.00788494e-02
    4.10781715e-02  -7.86679893e-03   3.41786922e-01   4.02802304e-02
    1.48552345e-01  -2.30833499e-02]
 [  2.26756415e-01   5.17641933e-01   7.07056977e-03  -6.92595823e-02
    8.99957230e-01  -2.99378649e-02  -1.18358156e+00  -4.49168669e-02
    8.06839363e-02   3.30376492e-01]
 [  1.04865266e-02  -5.00078982e-01  -2.00520049e-01   2.28064278e-01
   -2.63258591e-01   1.62963829e-01   3.68401519e-01   5.92773366e-02
    9.85933742e-02   2.95047538e-01]
 [ -6.13671833e-02  -1.62680834e-02  -1.43902549e-01   4.84939516e-02
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   -1.92946314e-01  -8.55381305e-02]
 [ -3.93130986e-01  -6.78473500e-01  -3.04697595e-01   1.32801987e-01
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   -4.49979976e-02  -5.55521289e-02]
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   -2.40734307e-01   6.39676567e-02  -9.50110694e-03  -3.14477545e-02
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 [  1.22565242e-02  -5.84241759e-01   5.60111416e-02  -1.39565388e-01
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   -1.80362402e-01  -2.19598009e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
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 [ -2.89781411e-01  -3.31496350e-01   9.25562468e-02   2.04533262e-01
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   -2.90957522e-01  -1.14444327e-01]
 [  8.03968072e-02  -2.66980990e-01  -3.04902119e-02   8.26281132e-02
   -6.64686947e-02  -8.21793846e-02   3.20536959e-01  -5.61458844e-04
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 [  2.76087182e-02  -1.62682483e-01  -2.14662186e-01   1.24380835e-01
   -6.29138955e-02   8.16668135e-02  -7.62815891e-03  -2.13209032e-02
   -9.76246215e-02  -1.21305595e-02]
 [ -1.22868811e-01  -1.22295631e-01  -2.01771899e-01   1.52386452e-01
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 [ -5.13257159e-02  -1.12808093e-01   2.81376981e-01   1.21471593e-01
   -2.36428100e-02  -7.21701622e-02  -8.83971858e-02   1.20892979e-01
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 [  7.02605813e-02  -5.88566736e-02   8.74590794e-02   8.20057853e-02
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   -2.27384899e-02  -4.93194040e-02]
 [  9.32034590e-04  -2.51272494e-01  -3.00270275e-01  -7.76490484e-02
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   -1.70797615e-01  -3.71426780e-01]
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 [  1.64297431e-02  -6.04606275e-01  -4.36307335e-02  -1.00648811e-01
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   -3.60787558e-01  -2.13862823e-01]
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   -7.18043591e-02   9.02926965e-02]
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   -8.76135597e-02  -1.29952902e-01]
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   -2.70295614e-01  -3.71105774e-02]
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   -3.90922636e-02  -1.50742080e-01]
 [  6.65307292e-02   2.58020123e-01   1.48279154e-01  -1.48410631e-01
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 [  3.77484716e-01   4.21205702e-01  -7.21185009e-02   3.07599452e-01
   -9.18830257e-01  -2.90362790e-01  -5.35029903e-01   1.78535347e-01
    4.15563131e-01   1.41600886e-02]
 [  6.34737998e-02   9.47966385e-02   2.60729276e-01   2.61675080e-01
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   -1.20485116e-01  -2.72174026e-01]
 [  2.30403336e-02  -1.35030007e-01  -1.22233160e-01  -6.35839201e-02
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 [  1.74373454e-02  -4.28367703e-02  -6.44918581e-02  -3.90716285e-02
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 [  4.80765839e-02   1.60536622e-01   2.48995567e-01   9.41434833e-02
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   -1.71856399e-01   1.28320791e-01]
 [  9.82332888e-02   1.17690762e-01   1.14035351e-01   2.95759909e-02
   -2.15964128e-01   5.09681685e-02  -5.55020947e-02  -2.70628884e-01
    4.70958752e-03  -6.11770186e-02]
 [ -3.04000034e-04   1.54298429e-01   8.61097491e-02  -3.66440080e-02
   -3.95538441e-02   1.72829625e-01   1.65618347e-04   1.17779313e-01
   -1.80159965e-02   1.77307473e-01]
 [  2.26267395e-01   1.01040481e-01   2.77175666e-02   6.83871102e-02
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   -5.87379737e-02  -2.60222954e-02]
 [  5.73014711e-02   1.02300233e-01   2.10111815e-02   5.60118683e-02
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 [  6.61258007e-02   4.77038422e-01   1.31368116e-01   4.63543328e-01
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 [  2.06416581e-01   2.99279392e-01   2.34951448e-01   1.09182262e-01
   -6.79205665e-01   9.82841223e-02  -1.58858786e-01   1.58439474e-01
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 [ -8.97263160e-02   2.39770165e-01   2.34805320e-01  -5.84397835e-03
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   -4.93666004e-02   2.89987536e-02]
 [ -1.14908274e-01  -2.26661417e-03   1.84147680e-02   7.02648181e-02
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   -2.90369589e-01  -1.10529338e-01]
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   -2.11734921e-01   2.91618642e-02]
 [  8.12849406e-03  -4.76017418e-01  -1.29082647e-01  -1.65439758e-01
    3.60686840e-01   2.46055175e-02   2.10422072e-01   1.51707499e-01
   -1.67719336e-01  -2.24386901e-01]
 [  2.78418257e-03  -4.46042257e-01  -2.00614663e-01  -1.92707033e-01
   -6.06124100e-01   1.57276745e-02   3.33612261e-01  -1.71885520e-01
    1.10499421e-02  -3.25354254e-01]
 [ -7.50409087e-02  -4.96273877e-02   2.82044926e-01   7.09619948e-02
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   -5.74671913e-02   4.55380797e-03]
 [ -2.97235957e-01  -2.29171846e-02   3.20173447e-02   4.15061673e-02
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   -3.13284479e-02   1.28257050e-01]
 [  1.77812541e-01  -4.88038313e-02  -2.17659616e-01  -7.92221661e-03
    1.07115696e-01  -3.24449417e-01   3.62012809e-02  -1.62719331e-01
    4.43747407e-02  -1.31746674e-01]
 [  2.60272969e-01  -2.19283846e-01   8.37674375e-02   5.44103210e-02
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    1.65953732e-01  -1.01285488e-01]
 [ -8.71470331e-02  -1.06187277e-01   1.26677630e-01   1.25596640e-01
    3.74632321e-02  -1.22968170e-01   1.95633106e-01  -7.89165361e-02
    1.86144693e-01   2.11019515e-02]
 [ -1.34715952e-01  -3.14862519e-01   1.42550416e-01  -5.04383433e-01
   -6.73754379e-01   1.88418740e-01   2.55237127e-01  -1.38218890e-01
   -1.18928657e-01   7.51301462e-02]]
[[ 0.61486655]
 [ 1.96341939]
 [ 0.21884911]
 [ 0.95601016]
 [-3.00801505]
 [-0.37466323]
 [-1.94938623]
 [ 0.04510081]
 [ 0.66103622]
 [ 0.84202476]]
Progress: 80.6% ... Training loss: 0.233 ... Validation loss: 0.408[[  2.38652042e-01   6.30919431e-01  -7.56499433e-02   1.79612666e-01
   -1.31438804e-01  -1.01979799e-01  -1.43321954e-01   1.20866740e-01
    2.49622599e-02   3.38457638e-01]
 [  1.07775917e-02   1.07678155e-01  -2.02003032e-02   4.76097017e-02
    4.88155692e-02  -6.90387446e-03   3.46438192e-01   4.01646043e-02
    1.47001824e-01  -2.50083049e-02]
 [  2.26914247e-01   5.16183139e-01   7.13623785e-03  -6.91958036e-02
    9.01933698e-01  -2.98908595e-02  -1.17995291e+00  -4.48904751e-02
    8.10748790e-02   3.30920832e-01]
 [  6.90327796e-03  -5.08401630e-01  -2.01777799e-01   2.22762857e-01
   -2.51857747e-01   1.65143054e-01   3.75172110e-01   5.90005490e-02
    9.47922176e-02   2.90276175e-01]
 [ -5.94807329e-02  -1.15243873e-02  -1.43138106e-01   5.15339474e-02
   -1.72826804e-01  -1.87509213e-01   1.86464323e-01  -1.13869050e-01
   -1.90985290e-01  -8.30757058e-02]
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   -4.52715739e-02  -5.59130123e-02]
 [ -2.21195831e-02  -4.32465708e-01   3.60574444e-03   5.18101967e-02
   -2.47050536e-01  -6.61856968e-02   1.79171889e-01  -1.96540579e-01
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 [  9.12091049e-02  -5.15410964e-01   1.97581809e-02  -1.13857829e-01
   -3.21932723e-01  -3.91984746e-02   1.21344695e-01   1.09675567e-01
    5.84716859e-02  -3.60071981e-02]
 [ -1.76995128e-01  -2.42236392e-01  -3.00051211e-01  -2.11731639e-02
   -2.40603694e-01   6.39927072e-02  -9.65983824e-03  -3.14513442e-02
    2.84325650e-01  -1.29875744e-01]
 [  1.16407133e-02  -5.86108692e-01   5.58518823e-02  -1.40512233e-01
   -5.60718435e-01  -9.59860489e-02   1.86149351e-01  -1.25014659e-01
   -3.82706015e-02   1.51601877e-02]
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    2.06580686e-02  -7.63201266e-02]
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   -3.30273650e-02   1.08307137e-01   3.09304577e-01  -1.93533106e-02
   -1.79801261e-01  -2.18998301e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90044218e-01  -3.32278246e-01   9.24531939e-02   2.04080240e-01
   -1.93503564e-01  -6.13994960e-02   1.07899017e-01  -2.63078925e-01
   -2.91268044e-01  -1.14812402e-01]
 [  8.01025811e-02  -2.67088024e-01  -3.05898663e-02   8.22130718e-02
   -6.59580242e-02  -8.19883339e-02   3.20779424e-01  -5.83872976e-04
    2.26973844e-03  -3.08098239e-02]
 [  2.73787317e-02  -1.63190532e-01  -2.14735513e-01   1.24027237e-01
   -6.18564592e-02   8.17986636e-02  -7.07754515e-03  -2.13377611e-02
   -9.79033859e-02  -1.24613148e-02]
 [ -1.23632654e-01  -1.24128099e-01  -2.02033933e-01   1.51218365e-01
   -5.78340983e-02   1.34747963e-01  -2.14641623e-02  -2.52092463e-01
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 [ -5.13116533e-02  -1.12784831e-01   2.81416511e-01   1.21475395e-01
   -2.33223383e-02  -7.21971459e-02  -8.88582527e-02   1.20900171e-01
    9.88122004e-02   8.14230860e-02]
 [  6.96842505e-02  -6.05997604e-02   8.72287404e-02   8.10334570e-02
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   -2.34246105e-02  -5.01493973e-02]
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 [ -8.76206543e-02  -1.07419157e-01   1.26502032e-01   1.24822953e-01
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    1.85585567e-01   2.03466178e-02]
 [ -1.34675017e-01  -3.14856177e-01   1.42585782e-01  -5.04406237e-01
   -6.73499567e-01   1.88350964e-01   2.54903493e-01  -1.38213841e-01
   -1.18874797e-01   7.53795728e-02]]
[[ 0.61013544]
 [ 1.96447437]
 [ 0.21419552]
 [ 0.95076242]
 [-3.01379784]
 [-0.3808596 ]
 [-1.95663343]
 [ 0.04313074]
 [ 0.65402373]
 [ 0.83654975]]
Progress: 80.7% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.38342774e-01   6.30083277e-01  -7.57316593e-02   1.79056531e-01
   -1.27324063e-01  -1.01781641e-01  -1.41500807e-01   1.20844646e-01
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 [  1.12689373e-02   1.09113630e-01  -2.00303913e-02   4.84120160e-02
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    1.47526186e-01  -2.44111518e-02]
 [  2.26435721e-01   5.13058692e-01   6.91432118e-03  -7.01909642e-02
    9.03671874e-01  -2.94818550e-02  -1.17850325e+00  -4.49277429e-02
    8.05058268e-02   3.30212066e-01]
 [  4.96996312e-03  -5.12421604e-01  -2.02504580e-01   2.19446669e-01
   -2.45966613e-01   1.66391096e-01   3.77870867e-01   5.88595459e-02
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 [ -5.70990035e-02  -5.72825313e-03  -1.42260758e-01   5.54564725e-02
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   -1.88231595e-01  -7.97283112e-02]
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   -4.50199860e-02  -5.56409004e-02]
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   -1.80085333e-01  -2.19428336e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  8.00392815e-02  -2.67160326e-01  -3.06006702e-02   8.21568791e-02
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 [  6.71572974e-04  -2.52772697e-01  -3.00372382e-01  -7.80508096e-02
   -5.39529428e-02  -8.66511241e-02   2.08898219e-02   1.59511306e-01
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 [  5.98945265e-02  -8.86096380e-02  -1.10088162e-01   6.83449095e-02
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   -1.71143823e-01  -3.71900907e-01]
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 [  6.34464856e-02   9.46554987e-02   2.60729665e-01   2.61627659e-01
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   -1.71809208e-01   1.28407718e-01]
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   -2.10635152e-01   5.15427959e-02  -5.36851148e-02  -2.70696115e-01
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 [  3.98735432e-04   1.56116127e-01   8.63265928e-02  -3.58292968e-02
   -4.15557099e-02   1.72415166e-01  -1.41543363e-03   1.17823716e-01
   -1.73084159e-02   1.78242216e-01]
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   -5.88311047e-02  -2.61310787e-02]
 [  5.68776612e-02   1.01047692e-01   2.08301509e-02   5.52585535e-02
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 [ -2.96494274e-01  -2.11557921e-02   3.22939825e-02   4.25578117e-02
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 [ -8.80763386e-02  -1.08650268e-01   1.26344964e-01   1.24104727e-01
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    1.85084218e-01   1.97570534e-02]
 [ -1.34903237e-01  -3.15490639e-01   1.42509170e-01  -5.04827345e-01
   -6.73079496e-01   1.88502824e-01   2.55121571e-01  -1.38231613e-01
   -1.19144378e-01   7.50511578e-02]]
[[ 0.60873765]
 [ 1.96436131]
 [ 0.21392413]
 [ 0.94981224]
 [-3.01577328]
 [-0.38342722]
 [-1.9574464 ]
 [ 0.04025157]
 [ 0.65161039]
 [ 0.83371778]]
Progress: 80.7% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.36944398e-01   6.26937687e-01  -7.61920323e-02   1.76869358e-01
   -1.21568645e-01  -1.00984928e-01  -1.38643540e-01   1.20754639e-01
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 [  2.26902274e-01   5.12429239e-01   6.99877276e-03  -6.93952888e-02
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    8.09863921e-02   3.30604659e-01]
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   -1.79913818e-01  -2.19203037e-01]
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   -9.88697736e-02  -1.36641888e-02]
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   -2.33823253e-02  -5.02299103e-02]
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[[ 0.61068836]
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 [ 0.65520248]
 [ 0.8360428 ]]
Progress: 80.8% ... Training loss: 0.231 ... Validation loss: 0.406[[  2.36387587e-01   6.25446291e-01  -7.63767726e-02   1.75924694e-01
   -1.19096544e-01  -1.00665114e-01  -1.36438297e-01   1.20720019e-01
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 [  1.12271633e-02   1.08965975e-01  -2.00454221e-02   4.83369155e-02
    4.68051081e-02  -7.17390964e-03   3.45225354e-01   4.01947529e-02
    1.47483221e-01  -2.43940982e-02]
 [  2.25120439e-01   5.06536438e-01   6.35715429e-03  -7.19962894e-02
    9.08756572e-01  -2.85473059e-02  -1.17858120e+00  -4.50506907e-02
    7.90711117e-02   3.28015478e-01]
 [  9.06022321e-03  -5.01227417e-01  -2.01007107e-01   2.26057636e-01
   -2.60360483e-01   1.63890191e-01   3.70184721e-01   5.91367707e-02
    9.71033079e-02   2.93095193e-01]
 [ -5.90308134e-02  -1.03112049e-02  -1.42974106e-01   5.19313154e-02
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   -1.90426457e-01  -8.22681698e-02]
 [ -3.93227187e-01  -6.79088815e-01  -3.04674745e-01   1.32678385e-01
   -4.14336257e-01   3.55494799e-02   3.96290265e-01  -4.29731686e-02
   -4.50341395e-02  -5.55280076e-02]
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 [ -1.76798507e-01  -2.42092613e-01  -2.99959070e-01  -2.09805044e-02
   -2.40523629e-01   6.38641512e-02  -1.03822344e-02  -3.14451290e-02
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   -3.82489056e-02   1.54158261e-02]
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   -1.79760702e-01  -2.18962153e-01]
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 [ -2.90485405e-01  -3.33814502e-01   9.23136653e-02   2.03421800e-01
   -1.93782627e-01  -6.11870485e-02   1.09320132e-01  -2.63104599e-01
   -2.91715439e-01  -1.15321042e-01]
 [  8.02930884e-02  -2.66588993e-01  -3.04920866e-02   8.25474830e-02
   -6.68681391e-02  -8.21601767e-02   3.20034042e-01  -5.67055898e-04
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 [  2.64062154e-02  -1.65784667e-01  -2.15079939e-01   1.22317398e-01
   -5.65670067e-02   8.23786695e-02  -4.24473464e-03  -2.13998152e-02
   -9.89652022e-02  -1.37301125e-02]
 [ -1.23197125e-01  -1.23160407e-01  -2.01888495e-01   1.51754273e-01
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 [ -5.18917940e-02  -1.15328076e-01   2.81244228e-01   1.20570095e-01
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 [  6.99550090e-02  -6.03376035e-02   8.73124532e-02   8.13718374e-02
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   -2.30756138e-02  -4.98062779e-02]
 [  7.68736128e-04  -2.54052355e-01  -3.00404496e-01  -7.78934872e-02
   -5.55903261e-02  -8.66820292e-02   1.86572093e-02   1.59503641e-01
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 [  6.05124820e-02  -8.66673092e-02  -1.09811489e-01   6.95060658e-02
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   -1.77617941e-02   2.76707286e-02]
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   -1.70715879e-01  -3.71379759e-01]
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 [  1.65377709e-02  -6.05140746e-01  -4.35857698e-02  -1.00490279e-01
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   -3.60664671e-01  -2.13738104e-01]
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   -7.20241399e-02   9.00895191e-02]
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   -8.77797137e-02  -1.30186601e-01]
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   -1.64482598e-01   7.26838391e-02  -1.25980122e-01   2.76716902e-01
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 [  3.76915778e-01   4.20786398e-01  -7.23042086e-02   3.06659991e-01
   -9.18302442e-01  -2.89972029e-01  -5.35859079e-01   1.78496137e-01
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 [  6.37973606e-02   9.53114157e-02   2.60862169e-01   2.62099269e-01
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   -1.20095367e-01  -2.71757338e-01]
 [  2.26271935e-02  -1.37072854e-01  -1.22396670e-01  -6.43322417e-02
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 [  1.72517902e-02  -4.35753219e-02  -6.45509605e-02  -3.94647081e-02
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    4.71608033e-02   1.53981156e-02]
 [  4.79350423e-02   1.59631091e-01   2.48954410e-01   9.38794680e-02
   -2.00550620e-01  -1.50854492e-01   2.01912788e-03   4.00139999e-02
   -1.72004723e-01   1.28171002e-01]
 [  9.64463903e-02   1.12818590e-01   1.13389466e-01   2.66009687e-02
   -2.07863399e-01   5.20513277e-02  -5.18964561e-02  -2.70750279e-01
    2.66129554e-03  -6.36363605e-02]
 [ -2.26113762e-04   1.53942894e-01   8.61084664e-02  -3.67887759e-02
   -3.82224554e-02   1.72781448e-01   5.15759852e-05   1.17779286e-01
   -1.79678112e-02   1.77342322e-01]
 [  2.26975583e-01   1.02255479e-01   2.79259523e-02   6.93857170e-02
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   -5.80430205e-02  -2.50988561e-02]
 [  5.69831479e-02   1.01531596e-01   2.08675889e-02   5.54103904e-02
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 [  6.77401656e-02   4.81893928e-01   1.32037936e-01   4.66243055e-01
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 [  1.58678413e-01   4.55608246e-01   6.48013019e-02   4.18402615e-01
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    2.07279644e-01   4.47949185e-01]
 [  2.06729936e-01   3.01300266e-01   2.35141060e-01   1.09970315e-01
   -6.83311167e-01   9.80153479e-02  -1.59344970e-01   1.58476771e-01
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 [ -8.99577323e-02   2.39419518e-01   2.34753398e-01  -6.16194386e-03
   -1.44935039e-01   1.39864835e-01  -8.55302086e-02  -1.71051113e-02
   -4.95879297e-02   2.87374031e-02]
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   -2.90194969e-01  -1.10308261e-01]
 [ -2.27635824e-01  -7.82869162e-02  -9.62677046e-02  -3.50274752e-01
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   -2.11693434e-01   2.92107979e-02]
 [  7.97806866e-03  -4.76804186e-01  -1.29143485e-01  -1.65738802e-01
    3.61104308e-01   2.46899952e-02   2.10686514e-01   1.51696512e-01
   -1.67868996e-01  -2.24579387e-01]
 [  3.93490286e-03  -4.44380989e-01  -2.00233523e-01  -1.91004946e-01
   -6.16316672e-01   1.50304373e-02   3.29178795e-01  -1.71819416e-01
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 [ -7.61076640e-02  -5.23557324e-02   2.81690531e-01   6.92089430e-02
    1.65779324e-01   5.10133717e-02   4.35810138e-02  -2.92559893e-01
   -5.85699225e-02   3.35173235e-03]
 [ -2.97056209e-01  -2.31250663e-02   3.20889996e-02   4.16062262e-02
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   -3.11066674e-02   1.28462069e-01]
 [  1.77097750e-01  -5.18856929e-02  -2.17846642e-01  -8.95088930e-03
    1.10764733e-01  -3.24006855e-01   3.86282181e-02  -1.62759740e-01
    4.38286472e-02  -1.32498502e-01]
 [  2.60374764e-01  -2.19799892e-01   8.38098538e-02   5.45535575e-02
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    1.65972792e-01  -1.01201019e-01]
 [ -8.71014952e-02  -1.06562000e-01   1.26696085e-01   1.25576072e-01
    3.72291238e-02  -1.22950465e-01   1.95806007e-01  -7.89147198e-02
    1.86086809e-01   2.11076820e-02]
 [ -1.36698714e-01  -3.20967245e-01   1.41866236e-01  -5.07695176e-01
   -6.69426006e-01   1.89632804e-01   2.58526746e-01  -1.38361669e-01
   -1.21104388e-01   7.26274928e-02]]
[[ 0.60558217]
 [ 1.95827679]
 [ 0.21006957]
 [ 0.94921054]
 [-3.02033108]
 [-0.38287642]
 [-1.95495148]
 [ 0.04012948]
 [ 0.6499946 ]
 [ 0.83079321]]
Progress: 80.8% ... Training loss: 0.232 ... Validation loss: 0.408[[  2.38977958e-01   6.34307505e-01  -7.53956675e-02   1.80127059e-01
   -1.26927332e-01  -1.02427082e-01  -1.41167344e-01   1.20913837e-01
    2.56445914e-02   3.39689530e-01]
 [  1.14745830e-02   1.09836144e-01  -1.99604172e-02   4.87060995e-02
    4.57470198e-02  -7.34069598e-03   3.45022673e-01   4.02124470e-02
    1.47737375e-01  -2.40415758e-02]
 [  2.26065110e-01   5.12852466e-01   6.73514225e-03  -6.98811754e-02
    8.95781322e-01  -2.92383773e-02  -1.18198536e+00  -4.49765850e-02
    8.02792362e-02   3.29291543e-01]
 [  8.99428569e-03  -5.02779592e-01  -2.01015663e-01   2.26130629e-01
   -2.57737274e-01   1.63851751e-01   3.70605773e-01   5.91335043e-02
    9.75912900e-02   2.93797339e-01]
 [ -6.01742881e-02  -1.32895105e-02  -1.43323288e-01   5.00925107e-02
   -1.66258610e-01  -1.87425020e-01   1.88139108e-01  -1.13854679e-01
   -1.91773464e-01  -8.42131102e-02]
 [ -3.92384521e-01  -6.77930863e-01  -3.04376636e-01   1.33768185e-01
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   -4.40849866e-02  -5.43058016e-02]
 [ -2.22591091e-02  -4.33486891e-01   3.57189307e-03   5.13590446e-02
   -2.46011296e-01  -6.61969351e-02   1.79231495e-01  -1.96555110e-01
    1.85574958e-01   4.24360426e-02]
 [  9.17529671e-02  -5.15959066e-01   1.99433831e-02  -1.12747352e-01
   -3.26508735e-01  -3.95462339e-02   1.19041146e-01   1.09713217e-01
    5.91794653e-02  -3.52945408e-02]
 [ -1.77142322e-01  -2.43376348e-01  -3.00080988e-01  -2.13467209e-02
   -2.41250026e-01   6.40424662e-02  -8.87624528e-03  -3.14666711e-02
    2.84301000e-01  -1.29872202e-01]
 [  1.35329111e-02  -5.83440582e-01   5.65804614e-02  -1.37100167e-01
   -5.71057693e-01  -9.74410897e-02   1.80519665e-01  -1.24874641e-01
   -3.58629051e-02   1.82924994e-02]
 [ -6.69624485e-02  -2.81154282e-01   1.22417235e-02  -1.12607723e-01
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    1.96074574e-02  -7.74612725e-02]
 [ -1.48388937e-01  -4.04924551e-01  -7.52218699e-02   2.38443191e-02
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   -1.79473544e-01  -2.18604096e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90140299e-01  -3.33375161e-01   9.24455097e-02   2.03855500e-01
   -1.94143288e-01  -6.14122444e-02   1.09203294e-01  -2.63077573e-01
   -2.91309242e-01  -1.14800724e-01]
 [  8.01110648e-02  -2.67101236e-01  -3.05568737e-02   8.22404884e-02
   -6.62954201e-02  -8.20517556e-02   3.20461087e-01  -5.79578719e-04
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 [  2.71443782e-02  -1.64530250e-01  -2.14829721e-01   1.23369416e-01
   -5.75538271e-02   8.19075422e-02  -5.27381934e-03  -2.13521582e-02
   -9.81668520e-02  -1.27438341e-02]
 [ -1.24126722e-01  -1.25803127e-01  -2.02224528e-01   1.50273090e-01
   -5.26691328e-02   1.35056229e-01  -1.99231766e-02  -2.52123240e-01
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 [ -5.03464583e-02  -1.10732898e-01   2.81784410e-01   1.23087166e-01
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    9.99290175e-02   8.29328711e-02]
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 [  4.50725613e-03  -4.42663385e-01  -2.00052608e-01  -1.90177829e-01
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   -5.78655909e-02   4.16195011e-03]
 [ -2.96824263e-01  -2.34007379e-02   3.21719989e-02   4.17402267e-02
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 [  1.77817417e-01  -5.04336039e-02  -2.17602585e-01  -7.77447237e-03
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 [  2.61083615e-01  -2.17103490e-01   8.40993621e-02   5.57994356e-02
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 [ -8.67941856e-02  -1.05408935e-01   1.26838311e-01   1.26218889e-01
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    1.86564461e-01   2.17256137e-02]
 [ -1.37731080e-01  -3.23956191e-01   1.41478430e-01  -5.09250902e-01
   -6.67967076e-01   1.90253838e-01   2.61475940e-01  -1.38432534e-01
   -1.22132334e-01   7.12098363e-02]]
[[ 0.61646481]
 [ 1.96627491]
 [ 0.21847097]
 [ 0.95922014]
 [-3.01389439]
 [-0.3770644 ]
 [-1.94948774]
 [ 0.04837631]
 [ 0.65980761]
 [ 0.84060393]]
Progress: 80.8% ... Training loss: 0.232 ... Validation loss: 0.407[[  2.41644789e-01   6.41353472e-01  -7.44042744e-02   1.84424153e-01
   -1.34252726e-01  -1.04192972e-01  -1.45907388e-01   1.21142209e-01
    2.87511900e-02   3.43151308e-01]
 [  1.15434380e-02   1.09957436e-01  -1.99360440e-02   4.88123414e-02
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    1.47802895e-01  -2.39515273e-02]
 [  2.27638638e-01   5.17729897e-01   7.36256188e-03  -6.69469184e-02
    8.84019149e-01  -3.04987642e-02  -1.18543383e+00  -4.48229090e-02
    8.23501439e-02   3.31253253e-01]
 [  8.34734826e-03  -5.05361525e-01  -2.01339614e-01   2.24544948e-01
   -2.49577957e-01   1.64451733e-01   3.70152668e-01   5.90577174e-02
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 [ -6.16602013e-02  -1.68312393e-02  -1.43837572e-01   4.77105139e-02
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   -1.93443289e-01  -8.62326507e-02]
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   -4.30707245e-02  -5.30393648e-02]
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   -1.79436921e-01  -2.18607254e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.91629809e-01  -1.15223205e-01]
 [  8.07183466e-02  -2.66103752e-01  -3.03408746e-02   8.31094422e-02
   -6.70100291e-02  -8.24129986e-02   3.19916500e-01  -5.32916529e-04
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 [  2.79181949e-02  -1.63058664e-01  -2.14577072e-01   1.24445448e-01
   -5.86658251e-02   8.14217423e-02  -7.10910438e-03  -2.12893591e-02
   -9.73609503e-02  -1.17392920e-02]
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 [  7.01370237e-02  -5.99626826e-02   8.73647223e-02   8.15102277e-02
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   -2.29937359e-02  -4.95623250e-02]
 [  1.37812666e-03  -2.52197742e-01  -3.00181786e-01  -7.69006307e-02
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 [  6.23293050e-02  -8.13177807e-02  -1.09089570e-01   7.28360172e-02
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   -1.38148717e-01  -3.46212613e-02]
 [  2.13238723e-02   2.18978255e-02   1.29612784e-01   1.40971504e-01
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   -1.71045176e-01  -3.71744699e-01]
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 [  1.65409522e-02  -6.05359099e-01  -4.35859329e-02  -1.00488998e-01
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   -3.60670134e-01  -2.13758011e-01]
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   -8.80448837e-02  -1.30500917e-01]
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   -2.69565144e-01  -3.62277708e-02]
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   -3.90643320e-02  -1.50628889e-01]
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 [  3.78210144e-01   4.23282006e-01  -7.18655583e-02   3.08413802e-01
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 [  6.46596090e-02   9.68552398e-02   2.61181859e-01   2.63328432e-01
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 [  2.22270456e-02  -1.38894555e-01  -1.22563131e-01  -6.49932529e-02
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 [  4.75676172e-02   1.58214682e-01   2.48817529e-01   9.32343924e-02
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   -1.72436701e-01   1.27669957e-01]
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   -2.13466622e-01   5.12862049e-02  -5.52275709e-02  -2.70674605e-01
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 [ -7.27271179e-04   1.52689967e-01   8.59494559e-02  -3.76235263e-02
   -3.58726790e-02   1.73049700e-01   6.84093574e-04   1.17751573e-01
   -1.85121381e-02   1.76695724e-01]
 [  2.27902559e-01   1.05190895e-01   2.82797921e-02   7.08049339e-02
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   -5.69727027e-02  -2.36797183e-02]
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 [  2.07720218e-01   3.04605199e-01   2.35527522e-01   1.11779368e-01
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   -1.68138435e-01  -2.24923928e-01]
 [  6.08273555e-03  -4.37869715e-01  -1.99489667e-01  -1.87753297e-01
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   -5.58739053e-02   6.29539383e-03]
 [ -2.96636567e-01  -2.32755661e-02   3.22468170e-02   4.20285584e-02
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 [  2.61222973e-01  -2.16874707e-01   8.41436525e-02   5.59332710e-02
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 [ -8.70995508e-02  -1.06546326e-01   1.26722907e-01   1.25652373e-01
    3.73770041e-02  -1.22990701e-01   1.95506691e-01  -7.89195681e-02
    1.86189161e-01   2.12536338e-02]
 [ -1.37156116e-01  -3.22043305e-01   1.41678380e-01  -5.08527693e-01
   -6.70699607e-01   1.89887233e-01   2.60661101e-01  -1.38386444e-01
   -1.21515311e-01   7.18971628e-02]]
[[ 0.62828215]
 [ 1.97612251]
 [ 0.22942193]
 [ 0.9697247 ]
 [-3.01242115]
 [-0.36752665]
 [-1.94275385]
 [ 0.05794733]
 [ 0.67035618]
 [ 0.85253967]]
Progress: 80.9% ... Training loss: 0.243 ... Validation loss: 0.413[[  2.38751857e-01   6.34976273e-01  -7.54017994e-02   1.80231117e-01
   -1.23608621e-01  -1.02522244e-01  -1.38497188e-01   1.20884076e-01
    2.56891544e-02   3.39476291e-01]
 [  1.15982659e-02   1.10109565e-01  -1.99117913e-02   4.89154851e-02
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    1.47872382e-01  -2.38721483e-02]
 [  2.27908008e-01   5.19247392e-01   7.51778415e-03  -6.62485259e-02
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    8.29316188e-02   3.32027496e-01]
 [  5.97957211e-03  -5.09947196e-01  -2.02254165e-01   2.20917302e-01
   -2.37412687e-01   1.65939214e-01   3.73735644e-01   5.88127090e-02
    9.35531358e-02   2.89142145e-01]
 [ -6.31274106e-02  -2.03075616e-02  -1.44329712e-01   4.55148639e-02
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   -1.94771166e-01  -8.84350398e-02]
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   -4.43687024e-02  -5.46505434e-02]
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   -1.80389589e-01  -2.19745299e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.92477121e-01  -1.16305066e-01]
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 [  2.79340103e-02  -1.62891216e-01  -2.14546010e-01   1.24561726e-01
   -5.84322264e-02   8.13655518e-02  -6.63483260e-03  -2.12817483e-02
   -9.73071253e-02  -1.16051237e-02]
 [ -1.24274400e-01  -1.26563162e-01  -2.02266665e-01   1.50024446e-01
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 [  7.01285537e-02  -5.97333091e-02   8.73657155e-02   8.15344750e-02
   -1.06600055e-01  -1.61579224e-02   1.30391627e-01   1.18488358e-01
   -2.29712810e-02  -4.94667280e-02]
 [  9.42545091e-04  -2.53256587e-01  -3.00342882e-01  -7.75604625e-02
   -5.69958957e-02  -8.68020387e-02   1.91308895e-02   1.59504890e-01
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 [  6.18601286e-02  -8.22805561e-02  -1.09281591e-01   7.20848241e-02
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   -1.38704586e-01  -3.52011195e-02]
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   -1.71209866e-01  -3.72003627e-01]
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 [  1.64023258e-02  -6.05583084e-01  -4.36437142e-02  -1.00735037e-01
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   -8.78724381e-02  -1.30296063e-01]
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 [  3.79435783e-01   4.25986314e-01  -7.14126599e-02   3.10334383e-01
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 [  6.46016141e-02   9.66295123e-02   2.61159442e-01   2.63229317e-01
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 [  4.69697357e-02   1.56945130e-01   2.48613339e-01   9.23661216e-02
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   -1.73062840e-01   1.26850441e-01]
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[[ 0.61821899]
 [ 1.97185015]
 [ 0.22009165]
 [ 0.95828075]
 [-3.01955942]
 [-0.37810051]
 [-1.96058597]
 [ 0.04732426]
 [ 0.66016805]
 [ 0.84031758]]
Progress: 81.0% ... Training loss: 0.233 ... Validation loss: 0.404[[  2.40905572e-01   6.41743646e-01  -7.46469693e-02   1.83374635e-01
   -1.28657693e-01  -1.03837486e-01  -1.44300476e-01   1.21033144e-01
    2.77747251e-02   3.42011588e-01]
 [  1.14525926e-02   1.09763630e-01  -1.99678230e-02   4.86696885e-02
    4.59032062e-02  -7.33781253e-03   3.45041977e-01   4.02136813e-02
    1.47706966e-01  -2.40844603e-02]
 [  2.25866214e-01   5.13192381e-01   6.65499054e-03  -6.95089329e-02
    8.90601560e-01  -2.95838886e-02  -1.18170332e+00  -4.49573581e-02
    8.03369960e-02   3.28737302e-01]
 [  9.61259537e-03  -5.00144410e-01  -2.00785011e-01   2.27151004e-01
   -2.58581126e-01   1.63784442e-01   3.66695225e-01   5.91099610e-02
    9.79486757e-02   2.94646588e-01]
 [ -6.31683239e-02  -2.05852199e-02  -1.44306007e-01   4.54104446e-02
   -1.62765941e-01  -1.85824526e-01   1.90658878e-01  -1.14092608e-01
   -1.94906226e-01  -8.84066925e-02]
 [ -3.91988586e-01  -6.77881200e-01  -3.04300876e-01   1.33989411e-01
   -4.13955727e-01   3.47723752e-02   3.95268606e-01  -4.29089497e-02
   -4.37731553e-02  -5.39176862e-02]
 [ -2.17476387e-02  -4.32965249e-01   3.73179873e-03   5.20435173e-02
   -2.48510967e-01  -6.66666932e-02   1.77892840e-01  -1.96513573e-01
    1.86039849e-01   4.28963328e-02]
 [  9.21339402e-02  -5.14165643e-01   2.00832374e-02  -1.11884877e-01
   -3.29148679e-01  -3.99721164e-02   1.18969437e-01   1.09739708e-01
    5.96079326e-02  -3.48988523e-02]
 [ -1.77563067e-01  -2.45553688e-01  -3.00194976e-01  -2.20016879e-02
   -2.38253312e-01   6.40761215e-02  -6.46407512e-03  -3.15119214e-02
    2.84000183e-01  -1.30267618e-01]
 [  1.56536850e-02  -5.78473645e-01   5.72955455e-02  -1.34022015e-01
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   -3.36395811e-02   2.08377250e-02]
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   -3.57837818e-01  -5.80928746e-03   2.78861460e-01  -1.02642219e-01
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   -3.88646807e-02   1.07711473e-01   3.07783417e-01  -1.93079163e-02
   -1.78842835e-01  -2.17723975e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90460512e-01  -3.33821797e-01   9.23067937e-02   2.03155388e-01
   -1.92500763e-01  -6.11703555e-02   1.09785654e-01  -2.63121767e-01
   -2.91699159e-01  -1.15360536e-01]
 [  8.02291595e-02  -2.66977271e-01  -3.04998055e-02   8.24203506e-02
   -6.62898686e-02  -8.21500180e-02   3.20331758e-01  -5.84029531e-04
    2.45416542e-03  -3.05787404e-02]
 [  2.72578386e-02  -1.64688096e-01  -2.14801149e-01   1.23449543e-01
   -5.73783384e-02   8.17752617e-02  -5.11961478e-03  -2.13361621e-02
   -9.80661623e-02  -1.25205751e-02]
 [ -1.24528919e-01  -1.27064284e-01  -2.02362366e-01   1.49601248e-01
   -5.07682464e-02   1.35275859e-01  -1.89597628e-02  -2.52148409e-01
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 [ -4.95398170e-02  -1.08822109e-01   2.82059055e-01   1.24336430e-01
   -3.25813639e-02  -7.34208460e-02  -9.28774494e-02   1.21013541e-01
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 [  7.02696998e-02  -6.04575658e-02   8.73882210e-02   8.16953512e-02
   -1.06383954e-01  -1.62898900e-02   1.29719399e-01   1.18492718e-01
   -2.29195590e-02  -4.94941063e-02]
 [  7.09286576e-04  -2.53845514e-01  -3.00455738e-01  -7.79669352e-02
   -5.58654313e-02  -8.66812746e-02   1.80951938e-02   1.59477847e-01
    8.95881224e-02  -5.61766244e-02]
 [  6.25958504e-02  -8.00931919e-02  -1.09022154e-01   7.31995029e-02
   -3.50448725e-01   3.10291182e-01   3.05271439e-01   2.04470694e-01
   -1.38002906e-01  -3.43018913e-02]
 [  2.12410063e-02   2.24322250e-02   1.29611257e-01   1.40968864e-01
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 [  1.05739753e-01   6.45974013e-02  -4.52169596e-02  -1.10511474e-01
   -1.51689766e-01  -3.27266389e-01   1.49819845e-01   7.02091455e-03
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   -1.38467413e-01  -2.00433137e-01   1.76136654e-02  -2.19239082e-02
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   -1.62751807e-02   2.97442097e-02]
 [ -2.12327711e-02  -2.15404710e-01  -7.23420608e-02  -1.12254601e-01
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   -1.71080395e-01  -3.71848507e-01]
 [ -1.56109927e-02  -5.50227256e-01  -3.22295100e-02  -7.42583676e-02
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    3.01173237e-02  -3.92888416e-01]
 [  1.66220755e-02  -6.05214161e-01  -4.35659849e-02  -1.00393992e-01
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   -3.60603015e-01  -2.13648795e-01]
 [ -1.78210277e-01  -7.13267591e-01  -1.27116088e-02  -2.09239597e-01
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   -7.21111422e-02   8.99730538e-02]
 [ -3.05004890e-01  -5.50933415e-01   5.44650670e-02  -4.60217556e-02
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   -8.73821834e-02  -1.29687316e-01]
 [ -2.21955009e-01  -4.15401426e-01   2.46810331e-01  -2.57492181e-01
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   -2.70001664e-01  -3.66486372e-02]
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   -3.90719851e-02  -1.50628986e-01]
 [  6.56295005e-02   2.56876441e-01   1.47952452e-01  -1.49710300e-01
   -1.65949227e-01   7.26681955e-02  -1.25901423e-01   2.76693227e-01
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 [  3.80335078e-01   4.28758090e-01  -7.10670289e-02   3.11764065e-01
   -9.23513933e-01  -2.92126537e-01  -5.43492264e-01   1.78787014e-01
    4.18437450e-01   1.83137778e-02]
 [  6.45468376e-02   9.67790340e-02   2.61138209e-01   2.63119174e-01
    7.91432006e-04  -2.06728862e-01  -1.82616480e-01  -1.31895363e-01
   -1.19255578e-01  -2.70819669e-01]
 [  2.17264244e-02  -1.40273706e-01  -1.22753962e-01  -6.58083900e-02
    2.54920328e-01   3.82537152e-02  -2.08639046e-02  -1.86522118e-01
    2.65168382e-02   2.00746267e-01]
 [  1.64495333e-02  -4.61969851e-02  -6.48703896e-02  -4.07791206e-02
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    4.63469961e-02   1.41844887e-02]
 [  4.77442154e-02   1.59195748e-01   2.48905881e-01   9.35862494e-02
   -1.99426038e-01  -1.50830447e-01   2.48611208e-03   3.99943375e-02
   -1.72283868e-01   1.27914993e-01]
 [  9.80439253e-02   1.17782590e-01   1.13909647e-01   2.89473912e-02
   -2.13454724e-01   5.09975235e-02  -5.65541862e-02  -2.70650350e-01
    4.30659575e-03  -6.14444479e-02]
 [  1.13174356e-04   1.55187781e-01   8.62566942e-02  -3.65260791e-02
   -3.84607199e-02   1.72536812e-01  -1.54810521e-03   1.17820967e-01
   -1.75925560e-02   1.77872026e-01]
 [  2.27396168e-01   1.03679093e-01   2.80878133e-02   6.99181974e-02
    2.37034507e-02  -2.86979366e-02  -2.56724477e-01   1.47573832e-01
   -5.75493590e-02  -2.44238082e-02]
 [  5.72294815e-02   1.02770916e-01   2.09155416e-02   5.56949564e-02
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 [  6.73331532e-02   4.80312895e-01   1.31909045e-01   4.65865360e-01
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 [  1.58108090e-01   4.54018923e-01   6.46336377e-02   4.17876861e-01
   -1.37760252e+00  -6.87151823e-02  -3.50612947e-01   1.49366040e-01
    2.07074974e-01   4.47192232e-01]
 [  2.08090165e-01   3.05854951e-01   2.35681003e-01   1.12458676e-01
   -6.90627768e-01   9.70417851e-02  -1.62718739e-01   1.58592960e-01
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 [ -9.02987819e-02   2.38730706e-01   2.34619279e-01  -6.76739677e-03
   -1.43954999e-01   1.40096772e-01  -8.45113213e-02  -1.71309371e-02
   -4.99847728e-02   2.81793800e-02]
 [ -1.15098235e-01  -2.63855499e-03   1.83398545e-02   6.99888669e-02
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   -2.90552766e-01  -1.10743730e-01]
 [ -2.27869502e-01  -7.89827826e-02  -9.63495997e-02  -3.50502127e-01
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   -2.11908739e-01   2.89099600e-02]
 [  7.63475008e-03  -4.77983962e-01  -1.29253838e-01  -1.66297110e-01
    3.62716238e-01   2.48970795e-02   2.11885253e-01   1.51664416e-01
   -1.68238441e-01  -2.25040423e-01]
 [  5.57813092e-03  -4.38456514e-01  -1.99664945e-01  -1.88411413e-01
   -6.26620047e-01   1.39578802e-02   3.24802880e-01  -1.71718473e-01
    1.41880863e-02  -3.21566036e-01]
 [ -7.44461777e-02  -4.86550562e-02   2.82336656e-01   7.22626898e-02
    1.58002220e-01   4.97633851e-02   4.18034863e-02  -2.92404064e-01
   -5.64580568e-02   5.59404207e-03]
 [ -2.94983491e-01  -1.90240135e-02   3.28233663e-02   4.45517433e-02
    1.68456127e-01  -2.05817808e-01  -2.19530599e-02   2.37035679e-01
   -2.88000282e-02   1.31096918e-01]
 [  1.75548017e-01  -5.79563788e-02  -2.18406724e-01  -1.13150483e-02
    1.18490754e-01  -3.23183107e-01   4.37144958e-02  -1.62890463e-01
    4.20637637e-02  -1.34691449e-01]
 [  2.60102854e-01  -2.21076469e-01   8.37113821e-02   5.41337893e-02
    9.67722865e-02  -7.10317211e-02   1.90969331e-03  -1.31743700e-01
    1.65781093e-01  -1.01422580e-01]
 [ -8.71086757e-02  -1.07378710e-01   1.26694826e-01   1.25563989e-01
    3.88617395e-02  -1.22949005e-01   1.95517935e-01  -7.89191513e-02
    1.86010368e-01   2.12484150e-02]
 [ -1.37271402e-01  -3.20570050e-01   1.41625890e-01  -5.08811336e-01
   -6.71297105e-01   1.89862867e-01   2.60704789e-01  -1.38406400e-01
   -1.21695120e-01   7.19162320e-02]]
[[ 0.62068593]
 [ 1.97158314]
 [ 0.22401397]
 [ 0.96523942]
 [-3.01865473]
 [-0.37114107]
 [-1.94812976]
 [ 0.05510081]
 [ 0.66453911]
 [ 0.84622037]]
Progress: 81.0% ... Training loss: 0.236 ... Validation loss: 0.409[[  2.41172441e-01   6.44287956e-01  -7.44543656e-02   1.83915534e-01
   -1.28704822e-01  -1.04150515e-01  -1.44538822e-01   1.21059151e-01
    2.82185350e-02   3.42473568e-01]
 [  1.10164928e-02   1.08544604e-01  -2.01268471e-02   4.80604260e-02
    4.68353211e-02  -7.06536139e-03   3.46685833e-01   4.01729751e-02
    1.47352555e-01  -2.44517921e-02]
 [  2.24707945e-01   5.12119914e-01   6.30413085e-03  -7.10826648e-02
    8.91812203e-01  -2.90637685e-02  -1.18062140e+00  -4.50547251e-02
    7.93679852e-02   3.27398824e-01]
 [  9.88418702e-03  -5.00610431e-01  -2.00728667e-01   2.27590606e-01
   -2.57940862e-01   1.63774248e-01   3.69119513e-01   5.91422344e-02
    9.84453227e-02   2.95469254e-01]
 [ -6.24937183e-02  -1.88293008e-02  -1.44100454e-01   4.60188408e-02
   -1.63246805e-01  -1.86196072e-01   1.88239872e-01  -1.14050922e-01
   -1.94475693e-01  -8.82957667e-02]
 [ -3.91934036e-01  -6.78297331e-01  -3.04278637e-01   1.34004710e-01
   -4.13100125e-01   3.47503792e-02   3.95636155e-01  -4.29064257e-02
   -4.37657123e-02  -5.39662056e-02]
 [ -2.22386011e-02  -4.34184519e-01   3.55085999e-03   5.12552697e-02
   -2.46598470e-01  -6.63955938e-02   1.78722506e-01  -1.96565265e-01
    1.85485217e-01   4.21857963e-02]
 [  9.17612993e-02  -5.14529575e-01   1.99916622e-02  -1.12336982e-01
   -3.29342557e-01  -3.98536731e-02   1.20144509e-01   1.09714050e-01
    5.93840657e-02  -3.51459047e-02]
 [ -1.77420333e-01  -2.45458885e-01  -3.00121254e-01  -2.17745485e-02
   -2.37559419e-01   6.39628761e-02  -6.61748084e-03  -3.15000832e-02
    2.84214754e-01  -1.30057037e-01]
 [  1.62527027e-02  -5.76365295e-01   5.75632676e-02  -1.33124017e-01
   -5.75372758e-01  -9.96154260e-02   1.77125053e-01  -1.24658043e-01
   -3.29196087e-02   2.16831638e-02]
 [ -7.00610294e-02  -2.90409567e-01   1.10999238e-02  -1.17534299e-01
   -3.52597898e-01  -5.06549384e-03   2.82843047e-01  -1.02757104e-01
    1.63197906e-02  -8.17495282e-02]
 [ -1.47808835e-01  -4.04461693e-01  -7.49778964e-02   2.49100372e-02
   -3.96813549e-02   1.07673384e-01   3.07636124e-01  -1.93024288e-02
   -1.78781286e-01  -2.17653354e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90493555e-01  -3.33831337e-01   9.22986260e-02   2.03174977e-01
   -1.92398418e-01  -6.11402655e-02   1.09737981e-01  -2.63126565e-01
   -2.91756779e-01  -1.15521444e-01]
 [  8.02270143e-02  -2.67363099e-01  -3.05098552e-02   8.22424945e-02
   -6.53698087e-02  -8.21377441e-02   3.20770476e-01  -5.86957802e-04
    2.39758144e-03  -3.06126558e-02]
 [  2.73953063e-02  -1.64719178e-01  -2.14750897e-01   1.23689321e-01
   -5.79040442e-02   8.16870263e-02  -5.09849503e-03  -2.13223324e-02
   -9.79065027e-02  -1.23362720e-02]
 [ -1.24814961e-01  -1.27500076e-01  -2.02467465e-01   1.49171277e-01
   -5.01010385e-02   1.35452098e-01  -1.84847821e-02  -2.52181668e-01
    6.88113846e-02  -1.96160268e-01]
 [ -4.94054725e-02  -1.08336099e-01   2.82120444e-01   1.24552131e-01
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 [ -8.80968655e-02  -1.10133410e-01   1.26334285e-01   1.23949662e-01
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    1.84915341e-01   1.98688418e-02]
 [ -1.36861307e-01  -3.18798282e-01   1.41798657e-01  -5.08189058e-01
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   -1.21243264e-01   7.24681688e-02]]
[[ 0.61886167]
 [ 1.96988825]
 [ 0.2207445 ]
 [ 0.96213913]
 [-3.02361489]
 [-0.3721712 ]
 [-1.9506101 ]
 [ 0.05314314]
 [ 0.66194076]
 [ 0.84399672]]
Progress: 81.0% ... Training loss: 0.234 ... Validation loss: 0.407[[  2.37296112e-01   6.31208730e-01  -7.60180108e-02   1.77299086e-01
   -1.11113502e-01  -1.01688776e-01  -1.34010417e-01   1.20705679e-01
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 [  2.17615033e-01   4.88303029e-01   3.48713762e-03  -8.36153651e-02
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    7.12216674e-02   3.17273391e-01]
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   -2.64567540e-01   1.62732178e-01   3.67390482e-01   5.93160153e-02
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 [ -6.12065969e-02  -1.31766297e-02  -1.43520168e-01   4.86477384e-02
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   -4.41204299e-02  -5.44001316e-02]
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   -1.79413804e-01  -2.18156909e-01]
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   -1.71365830e-01  -3.72233885e-01]
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 [  1.63579679e-02  -6.06013905e-01  -4.36652181e-02  -1.00837365e-01
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   -3.60913741e-01  -2.14038721e-01]
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   -8.77547092e-02  -1.30150326e-01]
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 [  4.78542870e-02   1.59611520e-01   2.48945538e-01   9.37377969e-02
   -1.98690114e-01  -1.50936398e-01   1.83810404e-03   4.00047025e-02
   -1.72196848e-01   1.28083882e-01]
 [  9.91436185e-02   1.21166682e-01   1.14310523e-01   3.06751977e-02
   -2.17100926e-01   5.03189986e-02  -5.91933973e-02  -2.70569541e-01
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 [  7.83682879e-04   1.57239078e-01   8.64794761e-02  -3.56632114e-02
   -3.97226778e-02   1.72085289e-01  -3.08300280e-03   1.17878189e-01
   -1.69365263e-02   1.78603571e-01]
 [  2.26944879e-01   1.01989928e-01   2.78670103e-02   6.89169401e-02
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   -5.81556322e-02  -2.52497790e-02]
 [  5.65249785e-02   1.00395368e-01   2.06631276e-02   5.46180940e-02
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 [  2.06959622e-01   3.02674581e-01   2.35264373e-01   1.10689610e-01
   -6.86969421e-01   9.77449128e-02  -1.60422552e-01   1.58490715e-01
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 [ -8.98240742e-02   2.39924056e-01   2.34798378e-01  -5.93519621e-03
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   -4.94464226e-02   2.88726845e-02]
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   -2.90593555e-01  -1.10780044e-01]
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   -2.12030393e-01   2.87775441e-02]
 [  7.67269956e-03  -4.78330938e-01  -1.29241819e-01  -1.66213979e-01
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   -1.68182679e-01  -2.24944621e-01]
 [  5.98286681e-03  -4.37668967e-01  -1.99554076e-01  -1.87928025e-01
   -6.28304343e-01   1.36817317e-02   3.22202931e-01  -1.71700085e-01
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 [ -7.48226713e-02  -5.09209251e-02   2.82212525e-01   7.15608809e-02
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   -5.67903082e-02   5.35276752e-03]
 [ -2.96566004e-01  -2.38634712e-02   3.22398407e-02   4.20598349e-02
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   -3.04738031e-02   1.29103513e-01]
 [  1.73431389e-01  -6.55252584e-02  -2.19222172e-01  -1.47718154e-02
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    3.96249730e-02  -1.37781798e-01]
 [  2.58751509e-01  -2.24792624e-01   8.32093372e-02   5.18997792e-02
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    1.64300721e-01  -1.03259319e-01]
 [ -8.91043006e-02  -1.13864015e-01   1.25968855e-01   1.22364684e-01
    4.64368525e-02  -1.21724020e-01   1.99615572e-01  -7.91009881e-02
    1.83816691e-01   1.85106469e-02]
 [ -1.36812162e-01  -3.18911016e-01   1.41827148e-01  -5.08175154e-01
   -6.74253059e-01   1.89537637e-01   2.59918263e-01  -1.38356258e-01
   -1.21109117e-01   7.26674316e-02]]
[[ 0.59157013]
 [ 1.94629984]
 [ 0.19914522]
 [ 0.93949988]
 [-3.0415526 ]
 [-0.38855068]
 [-1.96004082]
 [ 0.03218978]
 [ 0.6350475 ]
 [ 0.81635548]]
Progress: 81.1% ... Training loss: 0.245 ... Validation loss: 0.419[[  2.41451652e-01   6.44063143e-01  -7.45781713e-02   1.83919683e-01
   -1.28197957e-01  -1.04498807e-01  -1.44769828e-01   1.20941286e-01
    2.85307352e-02   3.43018221e-01]
 [  1.06003389e-02   1.07366197e-01  -2.02652165e-02   4.73434998e-02
    4.87569849e-02  -6.83816878e-03   3.47050361e-01   4.01331688e-02
    1.46903842e-01  -2.49604774e-02]
 [  2.20676119e-01   4.97265095e-01   4.53997283e-03  -7.89398209e-02
    9.07411052e-01  -2.66237219e-02  -1.17702720e+00  -4.55402074e-02
    7.46354220e-02   3.21683351e-01]
 [  1.14421744e-02  -4.98749555e-01  -2.00101557e-01   2.31071661e-01
   -2.65002583e-01   1.62906434e-01   3.68095035e-01   5.93000771e-02
    1.00111023e-01   2.98056425e-01]
 [ -6.24536822e-02  -1.61504375e-02  -1.43957020e-01   4.64465702e-02
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   -1.94267777e-01  -8.83187987e-02]
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   -4.13163871e-01   3.44623410e-02   3.95756781e-01  -4.28936256e-02
   -4.32261450e-02  -5.32827586e-02]
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   -3.31749499e-01  -4.00803471e-02   1.18085634e-01   1.09650055e-01
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   -2.36975888e-01   6.42232990e-02  -5.59083238e-03  -3.15340668e-02
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 [  1.59834930e-02  -5.80097588e-01   5.72722947e-02  -1.34463475e-01
   -5.72921245e-01  -9.95075757e-02   1.74434723e-01  -1.24828951e-01
   -3.33533516e-02   2.09720695e-02]
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   -1.79174175e-01  -2.17857938e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89980539e-01  -3.32997641e-01   9.24916101e-02   2.04028627e-01
   -1.92284178e-01  -6.15132612e-02   1.09445858e-01  -2.63095224e-01
   -2.91143854e-01  -1.14837177e-01]
 [  8.03333482e-02  -2.67063744e-01  -3.04672506e-02   8.24150725e-02
   -6.65669431e-02  -8.22127250e-02   3.20291456e-01  -5.74885443e-04
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 [  2.77491412e-02  -1.63481195e-01  -2.14661888e-01   1.24285886e-01
   -5.92200394e-02   8.14266232e-02  -6.53694226e-03  -2.13345374e-02
   -9.75084088e-02  -1.18325148e-02]
 [ -1.24317004e-01  -1.27062197e-01  -2.02308118e-01   1.49971450e-01
   -5.33287201e-02   1.35075371e-01  -1.98010252e-02  -2.52172573e-01
    6.93389547e-02  -1.95665876e-01]
 [ -4.92831672e-02  -1.09159796e-01   2.82130655e-01   1.24652088e-01
   -3.30686639e-02  -7.36100875e-02  -9.38447037e-02   1.21009225e-01
    1.01036715e-01   8.43708916e-02]
 [  6.86707881e-02  -6.58397431e-02   8.67625838e-02   7.89880610e-02
   -1.01070769e-01  -1.53978536e-02   1.33177783e-01   1.18324587e-01
   -2.47729346e-02  -5.17473242e-02]
 [  1.09341050e-03  -2.54158342e-01  -3.00392314e-01  -7.78463933e-02
   -5.83015527e-02  -8.68811657e-02   1.48824070e-02   1.59482600e-01
    8.99906825e-02  -5.58001682e-02]
 [  6.24858887e-02  -7.98287282e-02  -1.09045498e-01   7.32197000e-02
   -3.50005486e-01   3.10217854e-01   3.05311659e-01   2.04452916e-01
   -1.38063427e-01  -3.42905043e-02]
 [  2.09337706e-02   2.13575449e-02   1.29469427e-01   1.40350565e-01
   -4.18515178e-02   9.64886275e-02  -3.44010004e-02  -4.11828507e-02
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 [  1.05298525e-01   6.35359312e-02  -4.53668579e-02  -1.11155345e-01
   -1.50534020e-01  -3.27018758e-01   1.50948724e-01   6.97117348e-03
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 [ -1.18345706e-01  -1.44745331e-01  -2.04920102e-02   3.79497544e-03
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   -3.88431918e-01   1.05808648e-03   8.34553676e-02  -2.66693896e-02
   -1.61657607e-02   2.99185207e-02]
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   -1.70937274e-01  -3.71699154e-01]
 [ -1.54442553e-02  -5.50612895e-01  -3.21926133e-02  -7.40273411e-02
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    3.03218011e-02  -3.92642485e-01]
 [  1.66234572e-02  -6.05662093e-01  -4.35763940e-02  -1.00379908e-01
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   -3.60625479e-01  -2.13671384e-01]
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   -7.22497239e-02   8.98726284e-02]
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   -8.75246242e-02  -1.29852804e-01]
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   -2.69831742e-01  -3.63896858e-02]
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   -3.98645351e-02  -1.51615793e-01]
 [  6.59029436e-02   2.56765877e-01   1.48011134e-01  -1.49312976e-01
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 [  3.80622810e-01   4.29042510e-01  -7.10085255e-02   3.11764550e-01
   -9.23038749e-01  -2.92212979e-01  -5.44190782e-01   1.78787386e-01
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 [  6.42363161e-02   9.60962600e-02   2.61022551e-01   2.62612427e-01
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   -1.19559329e-01  -2.71061001e-01]
 [  2.16734878e-02  -1.40820207e-01  -1.22773675e-01  -6.59454606e-02
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 [  1.71515195e-02  -4.42281164e-02  -6.46096214e-02  -3.97247664e-02
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 [  4.82994051e-02   1.60901677e-01   2.49097516e-01   9.44238584e-02
   -2.00250976e-01  -1.51220317e-01   5.02844165e-04   4.00262897e-02
   -1.71740770e-01   1.28635539e-01]
 [  9.99153280e-02   1.23469094e-01   1.14568719e-01   3.18734480e-02
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 [  1.21945685e-03   1.58645839e-01   8.66368012e-02  -3.50492801e-02
   -4.16488468e-02   1.71788678e-01  -3.88677956e-03   1.17903152e-01
   -1.64301120e-02   1.79201110e-01]
 [  2.27571377e-01   1.03884143e-01   2.80881021e-02   6.98376671e-02
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   -5.74258872e-02  -2.43054023e-02]
 [  5.66557178e-02   1.00850901e-01   2.07079648e-02   5.48476613e-02
   -4.92933771e-01  -1.30563954e-01  -2.79198976e-01   4.13268034e-02
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 [  6.58713117e-02   4.76433884e-01   1.31410019e-01   4.63592292e-01
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 [ -8.97352454e-02   2.40315399e-01   2.34825619e-01  -5.77384753e-03
   -1.47655668e-01   1.39754364e-01  -8.60494393e-02  -1.70822933e-02
   -4.93422663e-02   2.90049269e-02]
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   -1.68344792e-01  -2.25146834e-01]
 [  6.70034407e-03  -4.35879052e-01  -1.99303644e-01  -1.86813554e-01
   -6.32037021e-01   1.31725388e-02   3.20095984e-01  -1.71660178e-01
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 [ -7.40632151e-02  -4.87685793e-02   2.82461862e-01   7.26609889e-02
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   -5.59903093e-02   6.38287615e-03]
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    1.84592282e-01   1.95350864e-02]
 [ -1.35050439e-01  -3.14031411e-01   1.42427888e-01  -5.05537216e-01
   -6.82830056e-01   1.88381488e-01   2.55016342e-01  -1.38259157e-01
   -1.19128101e-01   7.50806027e-02]]
[[ 0.61570559]
 [ 1.96330828]
 [ 0.22213231]
 [ 0.96053357]
 [-3.0247488 ]
 [-0.36777875]
 [-1.93882472]
 [ 0.05255147]
 [ 0.65876037]
 [ 0.84117904]]
Progress: 81.2% ... Training loss: 0.234 ... Validation loss: 0.412[[  2.42446725e-01   6.48887333e-01  -7.41649394e-02   1.85630283e-01
   -1.33453814e-01  -1.05200456e-01  -1.48804877e-01   1.21031712e-01
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 [  1.08963679e-02   1.08126560e-01  -2.01513915e-02   4.78364943e-02
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    1.47229729e-01  -2.45411378e-02]
 [  2.22349386e-01   5.00711771e-01   5.16711759e-03  -7.60120123e-02
    9.00486275e-01  -2.77901935e-02  -1.18280927e+00  -4.53891036e-02
    7.64987059e-02   3.24138211e-01]
 [  9.44626669e-03  -5.03425468e-01  -2.00885831e-01   2.28340956e-01
   -2.63254120e-01   1.64196729e-01   3.74145040e-01   5.91382037e-02
    9.80245770e-02   2.95833371e-01]
 [ -6.40628989e-02  -2.27965011e-02  -1.44516942e-01   4.43165734e-02
   -1.54651391e-01  -1.85408073e-01   1.93672356e-01  -1.14120284e-01
   -1.95847451e-01  -9.01131925e-02]
 [ -3.91137949e-01  -6.76266492e-01  -3.03995483e-01   1.35337030e-01
   -4.15497264e-01   3.42111737e-02   3.94722184e-01  -4.28598110e-02
   -4.28371018e-02  -5.30664807e-02]
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   -2.50045002e-01  -6.65047249e-02   1.75903366e-01  -1.96714390e-01
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   -3.37623424e-01  -4.07915817e-02   1.14524677e-01   1.09750364e-01
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 [ -1.78415908e-01  -2.47488345e-01  -3.00475060e-01  -2.33112053e-02
   -2.36499995e-01   6.45559833e-02  -3.72489170e-03  -3.15831219e-02
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   -3.21207621e-02   2.24722064e-02]
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   -4.14266634e-02   1.07859476e-01   3.09738774e-01  -1.93386344e-02
   -1.79163285e-01  -2.17887355e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90001776e-01  -3.32788414e-01   9.24828477e-02   2.03983562e-01
   -1.91990299e-01  -6.14880673e-02   1.09342925e-01  -2.63098597e-01
   -2.91192652e-01  -1.14927086e-01]
 [  8.04510292e-02  -2.66859736e-01  -3.04142425e-02   8.26748481e-02
   -6.69776693e-02  -8.22976266e-02   3.20373317e-01  -5.62527687e-04
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 [  2.79069657e-02  -1.62534056e-01  -2.14597402e-01   1.24498409e-01
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   -9.73653432e-02  -1.18966307e-02]
 [ -1.23705678e-01  -1.24867518e-01  -2.02100319e-01   1.50803987e-01
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 [ -4.97798088e-02  -1.11238728e-01   2.81917947e-01   1.23750419e-01
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 [  6.87685495e-02  -6.57401353e-02   8.68267415e-02   7.92382434e-02
   -1.02652421e-01  -1.54803122e-02   1.32978500e-01   1.18337788e-01
   -2.46047496e-02  -5.16079667e-02]
 [  1.10554200e-03  -2.54644797e-01  -3.00420211e-01  -7.78931876e-02
   -5.86241252e-02  -8.69154176e-02   1.34677401e-02   1.59481340e-01
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 [  6.25679871e-02  -7.93897719e-02  -1.09003140e-01   7.34113983e-02
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   -1.37944998e-01  -3.41733494e-02]
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   -1.70900091e-01  -3.71622325e-01]
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 [  1.69361146e-02  -6.05301266e-01  -4.34817150e-02  -9.99013848e-02
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   -3.60289866e-01  -2.13244899e-01]
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   -7.26990407e-02   8.93231536e-02]
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   -8.76433998e-02  -1.30011515e-01]
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   -2.70139663e-01  -3.67769458e-02]
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 [  3.80476799e-01   4.28854305e-01  -7.10508510e-02   3.11625550e-01
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 [  6.45304853e-02   9.67494315e-02   2.61137034e-01   2.63069737e-01
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   -1.19224752e-01  -2.70690910e-01]
 [  2.20842451e-02  -1.39553458e-01  -1.22619909e-01  -6.53568266e-02
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 [  1.68906131e-02  -4.48466031e-02  -6.46984466e-02  -4.00923403e-02
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 [  4.81594269e-02   1.60349341e-01   2.49056317e-01   9.42428412e-02
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   -1.71903295e-01   1.28433854e-01]
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   -2.19934534e-01   4.96611162e-02  -6.27188521e-02  -2.70518198e-01
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 [  1.21945685e-03   1.58645839e-01   8.66368012e-02  -3.50492801e-02
   -4.16488468e-02   1.71788678e-01  -3.88677956e-03   1.17903152e-01
   -1.64301120e-02   1.79201110e-01]
 [  2.27978878e-01   1.04743749e-01   2.82211941e-02   7.03738518e-02
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   -5.70083359e-02  -2.37628578e-02]
 [  5.70086845e-02   1.01942702e-01   2.08250230e-02   5.53552887e-02
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 [  2.07270551e-01   3.05071613e-01   2.35439281e-01   1.11583757e-01
   -6.91736842e-01   9.74051076e-02  -1.61513876e-01   1.58524400e-01
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 [ -8.98206398e-02   2.40107799e-01   2.34796996e-01  -5.89809173e-03
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   -4.94341318e-02   2.88997960e-02]
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   -2.90207188e-01  -1.10302402e-01]
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   -2.11751845e-01   2.90975959e-02]
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   -1.68134306e-01  -2.24876118e-01]
 [  5.58273254e-03  -4.38838108e-01  -1.99724707e-01  -1.88553281e-01
   -6.31581693e-01   1.38071901e-02   3.23018035e-01  -1.71759361e-01
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 [ -7.43307839e-02  -4.94633837e-02   2.82373578e-01   7.23390420e-02
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   -5.62889647e-02   6.05252519e-03]
 [ -2.95457443e-01  -2.13279898e-02   3.26275914e-02   4.39589150e-02
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   -2.92094860e-02   1.30757125e-01]
 [  1.74377134e-01  -6.27880735e-02  -2.18824219e-01  -1.29218746e-02
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    4.07907389e-02  -1.36234161e-01]
 [  2.59374971e-01  -2.23028541e-01   8.34522604e-02   5.32548095e-02
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 [ -8.80648908e-02  -1.10741481e-01   1.26324933e-01   1.23973653e-01
    4.19247546e-02  -1.22378373e-01   1.95650923e-01  -7.90393388e-02
    1.84838596e-01   1.97701422e-02]
 [ -1.33917854e-01  -3.09632196e-01   1.42810240e-01  -5.04101723e-01
   -6.88791180e-01   1.87733885e-01   2.50492795e-01  -1.38185454e-01
   -1.17973723e-01   7.63837786e-02]]
[[ 0.6195374 ]
 [ 1.96738085]
 [ 0.2256462 ]
 [ 0.96151965]
 [-3.02068751]
 [-0.36548016]
 [-1.94098248]
 [ 0.05480458]
 [ 0.66098969]
 [ 0.84386395]]
Progress: 81.2% ... Training loss: 0.237 ... Validation loss: 0.413[[  2.40230457e-01   6.42728005e-01  -7.50068632e-02   1.81836251e-01
   -1.21968005e-01  -1.03738758e-01  -1.42382722e-01   1.20821799e-01
    2.72353070e-02   3.41481510e-01]
 [  1.06608475e-02   1.07649551e-01  -2.02422624e-02   4.74331492e-02
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    1.46952258e-01  -2.48685726e-02]
 [  2.21335962e-01   4.96535914e-01   4.76068096e-03  -7.74637362e-02
    9.04577632e-01  -2.70528980e-02  -1.18229822e+00  -4.54919932e-02
    7.53245962e-02   3.23036985e-01]
 [  8.56015446e-03  -5.02797113e-01  -2.01246922e-01   2.26631336e-01
   -2.59977501e-01   1.64724865e-01   3.74415166e-01   5.90598540e-02
    9.70299167e-02   2.94651019e-01]
 [ -6.09441161e-02  -1.34945344e-02  -1.43222954e-01   4.99122138e-02
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   -1.92263109e-01  -8.59540703e-02]
 [ -3.91090325e-01  -6.76367615e-01  -3.03998715e-01   1.35120933e-01
   -4.13650233e-01   3.42215499e-02   3.94923603e-01  -4.28608427e-02
   -4.28863728e-02  -5.31876315e-02]
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   -2.41329745e-01  -6.50499630e-02   1.82538827e-01  -1.96936365e-01
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 [  9.26387110e-02  -5.13654853e-01   2.02104275e-02  -1.11074274e-01
   -3.35303370e-01  -4.04938928e-02   1.14321328e-01   1.09719370e-01
    6.03118743e-02  -3.35492099e-02]
 [ -1.77693962e-01  -2.45142022e-01  -3.00192834e-01  -2.21864013e-02
   -2.38812039e-01   6.41374557e-02  -6.02575233e-03  -3.15232582e-02
    2.83847308e-01  -1.30433200e-01]
 [  1.49880779e-02  -5.82661587e-01   5.69158603e-02  -1.36347225e-01
   -5.67828143e-01  -9.89619171e-02   1.75809849e-01  -1.24945350e-01
   -3.44533199e-02   1.95323154e-02]
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   -3.61542324e-01  -5.67295366e-03   2.79518523e-01  -1.02759026e-01
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   -4.07763596e-02   1.07978496e-01   3.10148170e-01  -1.93565731e-02
   -1.79378369e-01  -2.18160273e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89500865e-01  -3.31848212e-01   9.26549294e-02   2.04590991e-01
   -1.92245336e-01  -6.17409764e-02   1.08619296e-01  -2.63057129e-01
   -2.90695275e-01  -1.14353111e-01]
 [  8.02213804e-02  -2.67379494e-01  -3.04853570e-02   8.23454082e-02
   -6.58691615e-02  -8.21934226e-02   3.20995461e-01  -5.80837054e-04
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 [  2.76162934e-02  -1.63233293e-01  -2.14709036e-01   1.23996198e-01
   -5.96005560e-02   8.14840937e-02  -6.60414437e-03  -2.13451429e-02
   -9.76816847e-02  -1.23267988e-02]
 [ -1.24132390e-01  -1.25718532e-01  -2.02248346e-01   1.50162744e-01
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    1.85399012e-01   2.04544858e-02]
 [ -1.35097095e-01  -3.12948663e-01   1.42397608e-01  -5.05989184e-01
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   -1.19179513e-01   7.49092484e-02]]
[[ 0.61114109]
 [ 1.96343386]
 [ 0.21657512]
 [ 0.95577546]
 [-3.02983343]
 [-0.37388148]
 [-1.94865808]
 [ 0.04690651]
 [ 0.65315108]
 [ 0.8341283 ]]
Progress: 81.2% ... Training loss: 0.231 ... Validation loss: 0.407[[  2.38195513e-01   6.37524819e-01  -7.57862350e-02   1.78720850e-01
   -1.16504849e-01  -1.02534302e-01  -1.37777979e-01   1.20652941e-01
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 [  1.08045673e-02   1.07931381e-01  -2.01681825e-02   4.77606021e-02
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    1.47157201e-01  -2.46589305e-02]
 [  2.22379767e-01   4.97076787e-01   5.03411991e-03  -7.61545619e-02
    9.07314381e-01  -2.76496216e-02  -1.18431161e+00  -4.54233688e-02
    7.62462172e-02   3.24423858e-01]
 [  8.54761427e-03  -5.01839212e-01  -2.01194741e-01   2.27355232e-01
   -2.65471264e-01   1.64822284e-01   3.73353951e-01   5.90646924e-02
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 [ -6.30158838e-02  -1.91979948e-02  -1.43938525e-01   4.67066003e-02
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   -1.94494560e-01  -8.87970287e-02]
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   -4.33754700e-02  -5.38910137e-02]
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   -1.80141007e-01  -2.19038421e-01]
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   -1.70920651e-01  -3.71679569e-01]
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   -3.60843202e-01  -2.13911657e-01]
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   -1.72299877e-01   1.27862918e-01]
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   -2.23215811e-01   4.90238881e-02  -6.61688990e-02  -2.70433428e-01
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 [  8.89993905e-04   1.57220257e-01   8.65156898e-02  -3.56283724e-02
   -3.93196944e-02   1.72013311e-01  -3.38158830e-03   1.17877695e-01
   -1.68482111e-02   1.78737116e-01]
 [  2.27596699e-01   1.03622168e-01   2.80492584e-02   6.94774344e-02
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   -5.75457099e-02  -2.44196480e-02]
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   -6.92479910e-01   9.74603021e-02  -1.61138648e-01   1.58516148e-01
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 [  4.76683489e-03  -4.41260838e-01  -2.00051055e-01  -1.89935367e-01
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   -5.72756224e-02   4.83585897e-03]
 [ -2.96499540e-01  -2.41095464e-02   3.22552189e-02   4.22846141e-02
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 [  2.58187977e-01  -2.26548539e-01   8.29972543e-02   5.12594862e-02
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    1.63693604e-01  -1.04028087e-01]
 [ -8.77530698e-02  -1.10655555e-01   1.26463392e-01   1.24541901e-01
    4.03558375e-02  -1.22563177e-01   1.96054375e-01  -7.90038224e-02
    1.85218215e-01   2.02423827e-02]
 [ -1.34930721e-01  -3.10943171e-01   1.42437543e-01  -5.06065492e-01
   -6.90508287e-01   1.88382597e-01   2.51137660e-01  -1.38292996e-01
   -1.19036395e-01   7.50368734e-02]]
[[ 0.60360922]
 [ 1.9576407 ]
 [ 0.21054922]
 [ 0.94629359]
 [-3.03206133]
 [-0.37920801]
 [-1.95830089]
 [ 0.03943174]
 [ 0.64455907]
 [ 0.82604087]]
Progress: 81.3% ... Training loss: 0.233 ... Validation loss: 0.409[[  2.39883522e-01   6.42686843e-01  -7.51418735e-02   1.81494516e-01
   -1.23453565e-01  -1.03637892e-01  -1.40552792e-01   1.20776439e-01
    2.69421102e-02   3.41152602e-01]
 [  1.10651544e-02   1.08732216e-01  -2.00804999e-02   4.81841114e-02
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    1.47439869e-01  -2.43225634e-02]
 [  2.24079486e-01   5.02485197e-01   5.66601026e-03  -7.34342859e-02
    8.95955616e-01  -2.86068047e-02  -1.18963667e+00  -4.53079097e-02
    7.82460904e-02   3.26682197e-01]
 [  8.54105940e-03  -5.01403777e-01  -2.01238751e-01   2.27175478e-01
   -2.65207374e-01   1.64990196e-01   3.71655989e-01   5.90496683e-02
    9.65399256e-02   2.93883336e-01]
 [ -6.22360025e-02  -1.66675796e-02  -1.43677971e-01   4.79763391e-02
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   -1.93640913e-01  -8.81610506e-02]
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   -4.34880413e-02  -5.38452561e-02]
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   -3.45745449e-01  -4.16206923e-02   1.09771817e-01   1.09839057e-01
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   -4.31075969e-02   1.08277134e-01   3.11804694e-01  -1.94006039e-02
   -1.80009885e-01  -2.18581267e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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   -2.91208024e-01  -1.15123598e-01]
 [  8.08782488e-02  -2.66478020e-01  -3.02466136e-02   8.34565317e-02
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 [  2.70584209e-02  -1.65197297e-01  -2.14877478e-01   1.23147732e-01
   -5.78372183e-02   8.16818598e-02  -4.68245842e-03  -2.13777094e-02
   -9.82621817e-02  -1.27491964e-02]
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 [  6.90084442e-02  -6.44960749e-02   8.68890711e-02   7.93934992e-02
   -1.05758518e-01  -1.56468213e-02   1.32764139e-01   1.18338192e-01
   -2.42993984e-02  -5.13019729e-02]
 [  1.65213264e-03  -2.54156245e-01  -3.00226642e-01  -7.68450105e-02
   -6.18441958e-02  -8.72243792e-02   1.15131088e-02   1.59523795e-01
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 [  6.31972093e-02  -7.78949664e-02  -1.08783401e-01   7.43711867e-02
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   -1.70846096e-01  -3.71554359e-01]
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 [  1.65537564e-02  -6.06207586e-01  -4.36377389e-02  -1.00563685e-01
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   -3.60742086e-01  -2.13778262e-01]
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   -8.72710938e-02  -1.29496981e-01]
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 [  3.79555609e-01   4.25602874e-01  -7.13780841e-02   3.09808915e-01
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 [  6.44236367e-02   9.61511588e-02   2.61113622e-01   2.62891111e-01
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 [  1.01011946e-01   1.26794543e-01   1.14934913e-01   3.32737837e-02
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 [  2.28057610e-01   1.05377226e-01   2.82334025e-02   7.02934490e-02
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   -5.70026753e-02  -2.37415976e-02]
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   -1.67939813e-01  -2.24620843e-01]
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   -5.64079691e-02   5.85011707e-03]
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    1.63736652e-01  -1.03500522e-01]
 [ -8.73951139e-02  -1.09987731e-01   1.26577873e-01   1.25068444e-01
    3.87065142e-02  -1.22749902e-01   1.94563647e-01  -7.89853046e-02
    1.85579097e-01   2.06825485e-02]
 [ -1.33613310e-01  -3.06686048e-01   1.42902139e-01  -5.04180810e-01
   -6.94454034e-01   1.87566863e-01   2.47743836e-01  -1.38206364e-01
   -1.17627266e-01   7.67380919e-02]]
[[ 0.61473416]
 [ 1.96566966]
 [ 0.22040441]
 [ 0.95553928]
 [-3.02676327]
 [-0.37029279]
 [-1.9490145 ]
 [ 0.04912946]
 [ 0.65493526]
 [ 0.83757291]]
Progress: 81.3% ... Training loss: 0.232 ... Validation loss: 0.407[[  2.39698872e-01   6.42824062e-01  -7.52059878e-02   1.80866836e-01
   -1.20903980e-01  -1.03462273e-01  -1.39249504e-01   1.20760167e-01
    2.67249168e-02   3.41044423e-01]
 [  1.10518022e-02   1.08691201e-01  -2.00851394e-02   4.81624760e-02
    4.62823081e-02  -7.17252765e-03   3.46153230e-01   4.01672897e-02
    1.47425048e-01  -2.43415190e-02]
 [  2.25390519e-01   5.06070120e-01   6.23750330e-03  -7.10751840e-02
    8.90729366e-01  -2.94787991e-02  -1.19062855e+00  -4.51888798e-02
    7.98828060e-02   3.28937478e-01]
 [  7.41115738e-03  -5.03001437e-01  -2.01707290e-01   2.25118552e-01
   -2.61119722e-01   1.65669575e-01   3.72741153e-01   5.89425341e-02
    9.50498335e-02   2.92407609e-01]
 [ -6.03277849e-02  -1.28159635e-02  -1.42919229e-01   5.10855165e-02
   -1.69510111e-01  -1.87953321e-01   1.90200974e-01  -1.13737024e-01
   -1.91449904e-01  -8.53677031e-02]
 [ -3.91550829e-01  -6.78665414e-01  -3.04166445e-01   1.34293797e-01
   -4.11174883e-01   3.44164293e-02   3.97236722e-01  -4.28876487e-02
   -4.33823503e-02  -5.37191940e-02]
 [ -2.55546648e-02  -4.45620308e-01   2.26229858e-03   4.56739396e-02
   -2.40822057e-01  -6.45636627e-02   1.83348348e-01  -1.97006447e-01
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 [  9.45926028e-02  -5.08584087e-01   2.09664944e-02  -1.07854533e-01
   -3.48968961e-01  -4.18244424e-02   1.10220440e-01   1.09865677e-01
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 [ -1.78934320e-01  -2.48785710e-01  -3.00609071e-01  -2.43443854e-02
   -2.35299803e-01   6.48165726e-02  -3.10479387e-03  -3.16305352e-02
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 [  1.48226912e-02  -5.83989075e-01   5.68585983e-02  -1.37191125e-01
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   -3.45145141e-02   1.92085334e-02]
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   -3.65478394e-01  -6.14404395e-03   2.77810318e-01  -1.02710341e-01
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   -4.32451600e-02   1.08419389e-01   3.12189009e-01  -1.94185619e-02
   -1.80258410e-01  -2.18826285e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90198190e-01  -3.32841318e-01   9.23946944e-02   2.03454199e-01
   -1.91270018e-01  -6.12883222e-02   1.09439643e-01  -2.63112208e-01
   -2.91481484e-01  -1.15467320e-01]
 [  8.09623393e-02  -2.66569441e-01  -3.02106240e-02   8.35918545e-02
   -6.68887644e-02  -8.26718302e-02   3.20761252e-01  -5.22864182e-04
    3.27541587e-03  -2.94789374e-02]
 [  2.74621904e-02  -1.64359977e-01  -2.14753220e-01   1.23596672e-01
   -5.80998795e-02   8.14193163e-02  -6.01091622e-03  -2.13441636e-02
   -9.78647094e-02  -1.22275238e-02]
 [ -1.23871343e-01  -1.24860003e-01  -2.02154482e-01   1.50473970e-01
   -5.62501860e-02   1.34791393e-01  -2.35856349e-02  -2.52158499e-01
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 [ -5.29535249e-02  -1.20425348e-01   2.80827864e-01   1.19032689e-01
   -2.08249748e-02  -7.13210783e-02  -8.33675883e-02   1.20695690e-01
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 [  6.90689722e-02  -6.43086061e-02   8.69284795e-02   7.96280847e-02
   -1.05505230e-01  -1.56719005e-02   1.32470277e-01   1.18343739e-01
   -2.42128381e-02  -5.11925377e-02]
 [  1.32217759e-03  -2.55272510e-01  -3.00343534e-01  -7.73966773e-02
   -6.20718878e-02  -8.70153518e-02   1.26604843e-02   1.59497248e-01
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 [  6.39478926e-02  -7.55952752e-02  -1.08501462e-01   7.54863342e-02
   -3.56508714e-01   3.09314732e-01   3.02431175e-01   2.04560587e-01
   -1.36487181e-01  -3.24311931e-02]
 [  2.20594254e-02   2.56581192e-02   1.29952353e-01   1.42387662e-01
   -4.68761336e-02   9.57519880e-02  -3.77294857e-02  -4.10857308e-02
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   -1.77161530e-02   2.78667839e-02]
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   -1.71269762e-01  -3.72104674e-01]
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    3.04614021e-02  -3.92680560e-01]
 [  1.63935851e-02  -6.06981279e-01  -4.37126480e-02  -1.00874423e-01
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   -3.60952601e-01  -2.14042906e-01]
 [ -1.78541128e-01  -7.14708329e-01  -1.28294840e-02  -2.09764398e-01
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   -7.24472654e-02   8.97197960e-02]
 [ -3.05144657e-01  -5.51875778e-01   5.44168550e-02  -4.61756984e-02
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   -8.75172632e-02  -1.29806860e-01]
 [ -2.22483877e-01  -4.16873042e-01   2.46587556e-01  -2.58389681e-01
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   -2.70614149e-01  -3.73329318e-02]
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   -4.01519271e-02  -1.51999855e-01]
 [  6.58901715e-02   2.58798380e-01   1.48042057e-01  -1.49014120e-01
   -1.69546489e-01   7.24897483e-02  -1.30004968e-01   2.76704398e-01
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 [  3.80482896e-01   4.27961730e-01  -7.10364922e-02   3.11191839e-01
   -9.23997726e-01  -2.92214737e-01  -5.43283655e-01   1.78785070e-01
    4.18431311e-01   1.87418277e-02]
 [  6.42146269e-02   9.54327972e-02   2.61057213e-01   2.62595614e-01
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   -1.19504618e-01  -2.71053260e-01]
 [  2.20680088e-02  -1.40124935e-01  -1.22648809e-01  -6.54880909e-02
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 [  1.65925324e-02  -4.59956986e-02  -6.48001751e-02  -4.05493790e-02
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    4.65225750e-02   1.43472553e-02]
 [  4.82901668e-02   1.60782563e-01   2.49103387e-01   9.44202989e-02
   -1.98928369e-01  -1.51286018e-01   1.19514008e-03   4.00225918e-02
   -1.71747495e-01   1.28535862e-01]
 [  1.00292944e-01   1.24736954e-01   1.14654536e-01   3.20546187e-02
   -2.19189680e-01   4.96098651e-02  -6.41733832e-02  -2.70504590e-01
    6.58046332e-03  -5.86350225e-02]
 [  7.60409592e-04   1.57237254e-01   8.65100613e-02  -3.58520034e-02
   -3.90601365e-02   1.72080108e-01  -3.89913672e-03   1.17869720e-01
   -1.69558947e-02   1.78591187e-01]
 [  2.28198569e-01   1.05635034e-01   2.83158019e-02   7.05466449e-02
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   -5.67273880e-02  -2.34243928e-02]
 [  5.68560258e-02   1.01948932e-01   2.07607160e-02   5.50715332e-02
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 [  6.71122437e-02   4.79260957e-01   1.31885129e-01   4.65923638e-01
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 [  2.06829685e-01   3.04256796e-01   2.35314937e-01   1.10996326e-01
   -6.91225831e-01   9.76464370e-02  -1.60286037e-01   1.58495809e-01
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 [ -9.02675151e-02   2.39096658e-01   2.34635983e-01  -6.55710035e-03
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   -4.98911844e-02   2.82751165e-02]
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   -2.90037912e-01  -1.10058507e-01]
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   -2.12308330e-01   2.84396543e-02]
 [  7.78216085e-03  -4.78256925e-01  -1.29194352e-01  -1.66073637e-01
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   -1.68057203e-01  -2.24778301e-01]
 [  4.91448496e-03  -4.40495634e-01  -1.99964978e-01  -1.89599030e-01
   -6.34547895e-01   1.42380736e-02   3.24962514e-01  -1.71819896e-01
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 [ -7.51446186e-02  -5.23577193e-02   2.82122686e-01   7.15945697e-02
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   -5.69941755e-02   5.11046554e-03]
 [ -2.96183254e-01  -2.37402363e-02   3.24076939e-02   4.27887396e-02
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   -3.00366441e-02   1.29736922e-01]
 [  1.74187720e-01  -6.45565406e-02  -2.18893701e-01  -1.33857776e-02
    1.27348217e-01  -3.22600540e-01   4.75717094e-02  -1.63029203e-01
    4.04767374e-02  -1.36701424e-01]
 [  2.58318262e-01  -2.27025717e-01   8.30507414e-02   5.12448710e-02
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    1.63697864e-01  -1.03595457e-01]
 [ -8.70584287e-02  -1.09075731e-01   1.26712879e-01   1.25664747e-01
    3.65808177e-02  -1.22969015e-01   1.94156803e-01  -7.89512240e-02
    1.85981882e-01   2.12188009e-02]
 [ -1.33896769e-01  -3.06955351e-01   1.42819225e-01  -5.04711249e-01
   -6.95550825e-01   1.87742338e-01   2.48571511e-01  -1.38229227e-01
   -1.17946090e-01   7.64957169e-02]]
[[ 0.61291327]
 [ 1.96678196]
 [ 0.21731507]
 [ 0.95295112]
 [-3.02868475]
 [-0.37383135]
 [-1.95574046]
 [ 0.04713026]
 [ 0.65165812]
 [ 0.83554415]]
Progress: 81.4% ... Training loss: 0.232 ... Validation loss: 0.404[[  2.40488114e-01   6.45603626e-01  -7.49008769e-02   1.82241338e-01
   -1.22743011e-01  -1.03846237e-01  -1.40449914e-01   1.20812263e-01
    2.77067788e-02   3.42498686e-01]
 [  1.04369129e-02   1.06703648e-01  -2.02957498e-02   4.72035841e-02
    4.73930198e-02  -6.84989657e-03   3.48144524e-01   4.01216174e-02
    1.46909457e-01  -2.51851058e-02]
 [  2.26345518e-01   5.07923884e-01   6.57600105e-03  -6.95082626e-02
    8.85889860e-01  -3.00351533e-02  -1.19112141e+00  -4.51089520e-02
    8.11499933e-02   3.30734149e-01]
 [  5.44410491e-03  -5.09392645e-01  -2.02581237e-01   2.21832486e-01
   -2.48672207e-01   1.66980058e-01   3.76994027e-01   5.87717575e-02
    9.22977715e-02   2.89700516e-01]
 [ -5.68178167e-02  -2.59405368e-03  -1.41604366e-01   5.65668962e-02
   -1.80600421e-01  -1.89929909e-01   1.79959510e-01  -1.13471612e-01
   -1.87745408e-01  -8.07845649e-02]
 [ -3.92146515e-01  -6.80374639e-01  -3.04357624e-01   1.33378319e-01
   -4.09082120e-01   3.47247969e-02   3.98909309e-01  -4.29282340e-02
   -4.39304974e-02  -5.44213903e-02]
 [ -2.30485032e-02  -4.38874020e-01   3.14840330e-03   4.94952849e-02
   -2.52024897e-01  -6.60413321e-02   1.76853608e-01  -1.96826148e-01
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 [  9.43181578e-02  -5.10312735e-01   2.08840441e-02  -1.08113673e-01
   -3.47775690e-01  -4.16573901e-02   1.12170288e-01   1.09851824e-01
    6.23583117e-02  -3.06178743e-02]
 [ -1.80646936e-01  -2.53851136e-01  -3.01206236e-01  -2.70273776e-02
   -2.31435623e-01   6.57276921e-02   1.85463988e-03  -3.17623088e-02
    2.80921331e-01  -1.34472247e-01]
 [  1.53479608e-02  -5.83418999e-01   5.70977626e-02  -1.36358819e-01
   -5.74386306e-01  -9.92842390e-02   1.77050392e-01  -1.24951716e-01
   -3.34873953e-02   2.01994116e-02]
 [ -6.92940210e-02  -2.88090167e-01   1.14350851e-02  -1.16031568e-01
   -3.63926451e-01  -5.94897379e-03   2.79357418e-01  -1.02740632e-01
    1.71373576e-02  -8.01780785e-02]
 [ -1.49363227e-01  -4.10669611e-01  -7.55215967e-02   2.32262126e-02
   -4.30570128e-02   1.08515456e-01   3.13098572e-01  -1.94323708e-02
   -1.80434468e-01  -2.18986259e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90285917e-01  -3.33300397e-01   9.23746298e-02   2.03342350e-01
   -1.90919960e-01  -6.12518523e-02   1.09901918e-01  -2.63114908e-01
   -2.91522426e-01  -1.15587928e-01]
 [  8.07854874e-02  -2.66979437e-01  -3.02750839e-02   8.32929784e-02
   -6.65134727e-02  -8.25641442e-02   3.21069090e-01  -5.36952619e-04
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 [ -8.75713332e-02  -1.10984643e-01   1.26536278e-01   1.24841069e-01
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    1.85541687e-01   2.05022534e-02]
 [ -1.34037442e-01  -3.06716013e-01   1.42750378e-01  -5.05006819e-01
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[[ 0.61477011]
 [ 1.96907069]
 [ 0.2174552 ]
 [ 0.95222744]
 [-3.02594179]
 [-0.37582315]
 [-1.95653993]
 [ 0.0452719 ]
 [ 0.6501366 ]
 [ 0.83453877]]
Progress: 81.5% ... Training loss: 0.233 ... Validation loss: 0.403[[  2.40219791e-01   6.44559737e-01  -7.49837697e-02   1.81778241e-01
   -1.19041277e-01  -1.03664552e-01  -1.37349133e-01   1.20796740e-01
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 [  1.03050154e-02   1.06063060e-01  -2.03074534e-02   4.70023401e-02
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 [  2.25119355e-01   5.05479917e-01   6.23348970e-03  -7.11466500e-02
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    7.99208597e-02   3.28952866e-01]
 [  9.71227467e-03  -4.97527632e-01  -2.01114945e-01   2.28519392e-01
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   -4.35026650e-02  -5.38624992e-02]
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   -1.80253751e-01  -2.18741220e-01]
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   -1.71356103e-01  -3.72256959e-01]
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   -8.77375255e-02  -1.30120543e-01]
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 [  6.43689162e-02   9.56916041e-02   2.61117951e-01   2.62824445e-01
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   -1.19344509e-01  -2.70799815e-01]
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 [  4.90189384e-02   1.62810844e-01   2.49363840e-01   9.55175179e-02
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   -2.19451001e-01   4.95659311e-02  -6.44888617e-02  -2.70497638e-01
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 [ -1.62746156e-04   1.54022598e-01   8.61649975e-02  -3.73855948e-02
   -3.44642310e-02   1.72662602e-01  -1.24841580e-03   1.17797289e-01
   -1.79327728e-02   1.77375023e-01]
 [  2.28220075e-01   1.05724860e-01   2.83271830e-02   7.05031924e-02
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   -5.66996852e-02  -2.33479451e-02]
 [  5.64128543e-02   1.00856313e-01   2.06028257e-02   5.43653361e-02
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 [  2.06617525e-01   3.03593391e-01   2.35235489e-01   1.10637754e-01
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   -5.02151133e-02   2.78752303e-02]
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 [  5.45544439e-03  -4.37296733e-01  -1.99752519e-01  -1.88750430e-01
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 [ -7.67999116e-02  -5.82038707e-02   2.81571347e-01   6.89895519e-02
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   -5.87447464e-02   2.99314873e-03]
 [ -2.95368764e-01  -2.26540481e-02   3.26938180e-02   4.40674174e-02
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   -2.92339401e-02   1.30622544e-01]
 [  1.75906957e-01  -6.13295004e-02  -2.18251239e-01  -1.05987713e-02
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 [  2.57246161e-01  -2.31696089e-01   8.26855137e-02   4.95717165e-02
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    1.62809336e-01  -1.05012960e-01]
 [ -8.71803397e-02  -1.10373787e-01   1.26664400e-01   1.25337652e-01
    3.78365635e-02  -1.22952613e-01   1.95263190e-01  -7.89636875e-02
    1.85948274e-01   2.10772956e-02]
 [ -1.33869085e-01  -3.06202456e-01   1.42824802e-01  -5.04768132e-01
   -6.96405128e-01   1.87697789e-01   2.49775653e-01  -1.38239642e-01
   -1.17788820e-01   7.67543462e-02]]
[[ 0.61588852]
 [ 1.96683026]
 [ 0.21579355]
 [ 0.95463686]
 [-3.0290201 ]
 [-0.37481015]
 [-1.95090615]
 [ 0.04844717]
 [ 0.65176398]
 [ 0.83700114]]
Progress: 81.5% ... Training loss: 0.233 ... Validation loss: 0.403[[  2.42743029e-01   6.51781198e-01  -7.41101287e-02   1.85623542e-01
   -1.24755108e-01  -1.05185149e-01  -1.42632152e-01   1.21017541e-01
    3.03530084e-02   3.45525531e-01]
 [  1.04802878e-02   1.06770563e-01  -2.02392201e-02   4.72945892e-02
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    1.47001215e-01  -2.50604370e-02]
 [  2.23666379e-01   5.01409732e-01   5.66523296e-03  -7.34723676e-02
    8.90789863e-01  -2.83974183e-02  -1.18858473e+00  -4.53200784e-02
    7.81647097e-02   3.26637813e-01]
 [  9.29511601e-03  -4.98778309e-01  -2.01230296e-01   2.27842903e-01
   -2.65139747e-01   1.64702701e-01   3.66692328e-01   5.90339336e-02
    9.61516795e-02   2.94631053e-01]
 [ -5.87118691e-02  -6.87372421e-03  -1.42316840e-01   5.33452513e-02
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   -1.89394324e-01  -8.30993679e-02]
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   -4.14504624e-02  -5.12526877e-02]
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   -3.55103067e-01  -4.27584716e-02   1.07521800e-01   1.09981223e-01
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   -2.31073565e-01   6.57301726e-02   9.94683310e-04  -3.17559599e-02
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   -3.30455385e-02   2.06023404e-02]
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   -4.54640292e-02   1.08258292e-01   3.12808878e-01  -1.93988454e-02
   -1.79966695e-01  -2.18310005e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89638087e-01  -3.32083728e-01   9.26246998e-02   2.04404382e-01
   -1.91948633e-01  -6.16825281e-02   1.08738743e-01  -2.63061693e-01
   -2.90794310e-01  -1.14700861e-01]
 [  8.20517948e-02  -2.64824187e-01  -2.98281202e-02   8.52544457e-02
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 [  2.68196381e-02  -1.67009591e-01  -2.15011028e-01   1.22270729e-01
   -5.29633803e-02   8.17341378e-02  -3.40367494e-03  -2.13867546e-02
   -9.84726611e-02  -1.29059256e-02]
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   -5.60314081e-02   1.35045992e-01  -2.32808427e-02  -2.52186294e-01
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   -2.26015156e-02  -7.14515956e-02  -8.39804503e-02   1.20725957e-01
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 [  6.93319485e-02  -6.46824599e-02   8.70468896e-02   8.01017729e-02
   -1.07138263e-01  -1.58724816e-02   1.32195953e-01   1.18371177e-01
   -2.38497244e-02  -5.07768016e-02]
 [  1.43883699e-03  -2.55928358e-01  -3.00335369e-01  -7.73101174e-02
   -6.35375664e-02  -8.70457359e-02   1.18277895e-02   1.59498940e-01
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 [  6.38448764e-02  -7.61529653e-02  -1.08538737e-01   7.53400405e-02
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   -1.36611461e-01  -3.26263186e-02]
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   -1.71161823e-01  -3.72015872e-01]
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 [  1.68434779e-02  -6.06771303e-01  -4.35603148e-02  -1.00215628e-01
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   -3.60469231e-01  -2.13427632e-01]
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   -8.82686404e-02  -1.30780472e-01]
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   -2.70571901e-01  -3.72591566e-02]
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   -4.07309894e-02  -1.52633086e-01]
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 [  3.81999821e-01   4.30943479e-01  -7.05648091e-02   3.13096178e-01
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 [  6.46731730e-02   9.64610299e-02   2.61218080e-01   2.63261808e-01
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 [  2.32089467e-02  -1.37455155e-01  -1.22243240e-01  -6.38032187e-02
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 [  4.95690163e-02   1.64698200e-01   2.49560232e-01   9.64256779e-02
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 [  1.00119424e-01   1.24320889e-01   1.14578063e-01   3.16875898e-02
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 [  2.27634717e-01   1.03687548e-01   2.81287466e-02   6.95661210e-02
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   -5.72500867e-02  -2.41703917e-02]
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   -5.01649320e-02   2.79267338e-02]
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   -1.68131352e-01  -2.24910539e-01]
 [  4.53785623e-03  -4.39828005e-01  -2.00071100e-01  -1.90197570e-01
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   -5.95170333e-02   1.96520185e-03]
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    4.19340801e-02  -1.34868876e-01]
 [  2.57806811e-01  -2.30588207e-01   8.28770297e-02   5.04536265e-02
    1.10888201e-01  -6.98448987e-02   1.03589728e-02  -1.31925114e-01
    1.63526249e-01  -1.04058081e-01]
 [ -8.71828828e-02  -1.10388496e-01   1.26676288e-01   1.25356164e-01
    3.79447123e-02  -1.22964634e-01   1.95218981e-01  -7.89625421e-02
    1.85955824e-01   2.10531441e-02]
 [ -1.32411868e-01  -3.02406220e-01   1.43323374e-01  -5.02654142e-01
   -6.99425095e-01   1.86853453e-01   2.45763169e-01  -1.38129711e-01
   -1.16231284e-01   7.88362394e-02]]
[[ 0.61924401]
 [ 1.9707375 ]
 [ 0.22127241]
 [ 0.96004569]
 [-3.02994546]
 [-0.37195877]
 [-1.94566399]
 [ 0.05404148]
 [ 0.65689045]
 [ 0.84398954]]
Progress: 81.5% ... Training loss: 0.234 ... Validation loss: 0.404[[  2.42150984e-01   6.50743416e-01  -7.43315262e-02   1.84673050e-01
   -1.21192917e-01  -1.04814519e-01  -1.41435060e-01   1.20960791e-01
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 [  1.05616691e-02   1.07003661e-01  -2.02068196e-02   4.74320847e-02
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    1.47096826e-01  -2.49654490e-02]
 [  2.23110767e-01   4.98141254e-01   5.36171656e-03  -7.46251466e-02
    8.96660261e-01  -2.80698677e-02  -1.18642593e+00  -4.53866046e-02
    7.72420754e-02   3.25841085e-01]
 [  8.00031199e-03  -5.01208453e-01  -2.01667574e-01   2.25908563e-01
   -2.65414137e-01   1.65537697e-01   3.68886931e-01   5.89161124e-02
    9.48226977e-02   2.92821066e-01]
 [ -5.95129435e-02  -1.00458288e-02  -1.42629522e-01   5.18754936e-02
   -1.64450345e-01  -1.88391026e-01   1.85833747e-01  -1.13696594e-01
   -1.90307759e-01  -8.41413320e-02]
 [ -3.90337227e-01  -6.78902629e-01  -3.03754118e-01   1.35891510e-01
   -4.10755564e-01   3.35468505e-02   3.98206923e-01  -4.27795766e-02
   -4.18377198e-02  -5.17477424e-02]
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   -2.31581629e-01   6.59059134e-02   1.75699397e-03  -3.17791958e-02
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   -3.33679798e-02   2.04832935e-02]
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   -1.80014539e-01  -2.18369088e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.89558015e-01  -3.31818428e-01   9.26546390e-02   2.04528550e-01
   -1.92022959e-01  -6.17273262e-02   1.08372151e-01  -2.63055596e-01
   -2.90700117e-01  -1.14637501e-01]
 [  8.19631301e-02  -2.65408060e-01  -2.98587719e-02   8.51117127e-02
   -6.87060578e-02  -8.33045047e-02   3.20400225e-01  -4.38288778e-04
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 [  2.62912996e-02  -1.68248065e-01  -2.15190248e-01   1.21460087e-01
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   -9.90480519e-02  -1.35758938e-02]
 [ -1.23211373e-01  -1.23621497e-01  -2.01900024e-01   1.51336187e-01
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   -2.03921458e-02  -7.12197041e-02  -8.28410314e-02   1.20683088e-01
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 [  6.98333003e-02  -6.35206428e-02   8.72053931e-02   8.08310026e-02
   -1.09232376e-01  -1.61537833e-02   1.30855861e-01   1.18409410e-01
   -2.33672727e-02  -5.01827775e-02]
 [  1.67448743e-03  -2.55300633e-01  -3.00245979e-01  -7.69741835e-02
   -6.47189178e-02  -8.71956525e-02   1.13286135e-02   1.59522095e-01
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   -1.71261049e-01  -3.72146367e-01]
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 [  1.66326764e-02  -6.07338862e-01  -4.36488078e-02  -1.00611907e-01
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   -3.60736240e-01  -2.13744769e-01]
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   -7.15962380e-02   9.07701159e-02]
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   -8.81322814e-02  -1.30600570e-01]
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 [  3.81267485e-01   4.29340778e-01  -7.08159073e-02   3.12008542e-01
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 [  6.49194034e-02   9.67629995e-02   2.61316262e-01   2.63645418e-01
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 [  2.33819741e-02  -1.36791590e-01  -1.22172481e-01  -6.35592532e-02
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   -1.70866791e-01   1.29579969e-01]
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 [ -7.16179726e-04   1.52434192e-01   8.59570026e-02  -3.82560786e-02
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   -1.84975477e-02   1.76635002e-01]
 [  2.27051476e-01   1.01704821e-01   2.79077018e-02   6.85335820e-02
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   -5.79318009e-02  -2.50039475e-02]
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 [  4.27278885e-03  -4.40007121e-01  -2.00170108e-01  -1.90687194e-01
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   -5.95110889e-02   2.00072200e-03]
 [ -2.94153387e-01  -2.02451136e-02   3.31143468e-02   4.60075533e-02
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   -2.79121229e-02   1.32224509e-01]
 [  1.75083856e-01  -6.47458781e-02  -2.18609005e-01  -1.20817473e-02
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 [ -8.67300712e-02  -1.09283409e-01   1.26855193e-01   1.26099666e-01
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    1.86326210e-01   2.16516895e-02]
 [ -1.33588971e-01  -3.05093417e-01   1.42901867e-01  -5.04550506e-01
   -6.97382469e-01   1.87566478e-01   2.49435481e-01  -1.38236505e-01
   -1.17383622e-01   7.72785360e-02]]
[[ 0.61370779]
 [ 1.96854393]
 [ 0.21792622]
 [ 0.95624674]
 [-3.03216573]
 [-0.37691999]
 [-1.95027019]
 [ 0.04903881]
 [ 0.65285489]
 [ 0.83882907]]
Progress: 81.6% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.41664780e-01   6.50163426e-01  -7.45217196e-02   1.83788551e-01
   -1.17272931e-01  -1.04376654e-01  -1.40891502e-01   1.20914086e-01
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 [  2.23165779e-01   4.97710419e-01   5.36455088e-03  -7.49242690e-02
    9.00610837e-01  -2.79789870e-02  -1.18444752e+00  -4.53945635e-02
    7.72362693e-02   3.26001883e-01]
 [  6.82471938e-03  -5.03279247e-01  -2.02119934e-01   2.24110445e-01
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 [ -5.82717560e-02  -5.62109639e-03  -1.42178622e-01   5.35718606e-02
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   -1.89000578e-01  -8.26158148e-02]
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   -4.24822683e-02  -5.27565125e-02]
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   -2.44844783e-01  -6.43960834e-02   1.82467392e-01  -1.97006486e-01
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   -3.47216535e-01  -4.13236816e-02   1.15236836e-01   1.09780425e-01
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   -2.32199104e-01   6.57743163e-02   7.36345291e-04  -3.17643532e-02
    2.81036609e-01  -1.34518764e-01]
 [  1.30968526e-02  -5.91915775e-01   5.62023776e-02  -1.40770995e-01
   -5.63047855e-01  -9.78076628e-02   1.83449907e-01  -1.25133898e-01
   -3.61159176e-02   1.69900330e-02]
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   -3.63821739e-01  -5.99036772e-03   2.81680336e-01  -1.02747915e-01
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   -4.85668911e-02   1.08285234e-01   3.12150195e-01  -1.93955940e-02
   -1.79990996e-01  -2.18458183e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90002420e-01  -3.33137016e-01   9.24816490e-02   2.03788964e-01
   -1.90976223e-01  -6.14406068e-02   1.09278699e-01  -2.63093126e-01
   -2.91211527e-01  -1.15242037e-01]
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 [  2.58348131e-01  -2.29339348e-01   8.30902814e-02   5.13433314e-02
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 [ -8.58329014e-02  -1.06037147e-01   1.27204450e-01   1.27542684e-01
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    1.87212406e-01   2.27626274e-02]
 [ -1.35498522e-01  -3.09635689e-01   1.42189335e-01  -5.07632711e-01
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   -1.19439150e-01   7.47185229e-02]]
[[ 0.60691322]
 [ 1.96593954]
 [ 0.20954673]
 [ 0.94979914]
 [-3.03575209]
 [-0.3851253 ]
 [-1.95925447]
 [ 0.04180433]
 [ 0.64605338]
 [ 0.83029057]]
Progress: 81.7% ... Training loss: 0.232 ... Validation loss: 0.406[[  2.41930691e-01   6.52093159e-01  -7.43916239e-02   1.84292224e-01
   -1.18417824e-01  -1.04698078e-01  -1.42465202e-01   1.20942115e-01
    2.91103467e-02   3.44373849e-01]
 [  1.06588348e-02   1.07095547e-01  -2.01840737e-02   4.75687015e-02
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    1.47177477e-01  -2.48014370e-02]
 [  2.23957180e-01   4.99861873e-01   5.67260437e-03  -7.36483537e-02
    8.95829655e-01  -2.84683612e-02  -1.18619041e+00  -4.53338274e-02
    7.81498604e-02   3.27260142e-01]
 [  7.85816642e-03  -4.99460614e-01  -2.01719834e-01   2.26047826e-01
   -2.69797051e-01   1.65631994e-01   3.67389834e-01   5.88946596e-02
    9.47321316e-02   2.93163336e-01]
 [ -6.29567173e-02  -1.85908146e-02  -1.43662916e-01   4.63421391e-02
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   -1.93498339e-01  -8.89828512e-02]
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   -4.30568932e-02  -5.35025276e-02]
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   -1.79839654e-01  -2.18346367e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [  7.00629730e-02  -6.32717644e-02   8.72918900e-02   8.12184847e-02
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   -2.31078109e-02  -4.97280743e-02]
 [  2.55257130e-03  -2.52937155e-01  -2.99919595e-01  -7.56438172e-02
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 [  6.08351140e-02  -8.47144897e-02  -1.09627358e-01   7.05089990e-02
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   -1.71419385e-01  -3.72477313e-01]
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 [  1.67556406e-02  -6.07465403e-01  -4.36096768e-02  -1.00419105e-01
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   -3.60629279e-01  -2.13588448e-01]
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   -8.82959421e-02  -1.30786606e-01]
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   -9.26981484e-01  -2.92825374e-01  -5.46048829e-01   1.78854371e-01
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 [  6.53351974e-02   9.75523368e-02   2.61478115e-01   2.64346325e-01
   -9.92034018e-04  -2.07339216e-01  -1.83612330e-01  -1.31828355e-01
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   -1.71151231e-01   1.29204116e-01]
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   -2.14846678e-01   4.98713772e-02  -6.40170250e-02  -2.70541314e-01
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   -3.13600129e-02   1.72797487e-01  -5.44615035e-04   1.17760374e-01
   -1.81854732e-02   1.76997356e-01]
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   -5.81870357e-02  -2.52987776e-02]
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 [  5.03312056e-03  -4.37851849e-01  -1.99905164e-01  -1.89605113e-01
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   -6.03936260e-02   9.65231560e-04]
 [ -2.94110192e-01  -2.07883016e-02   3.31317905e-02   4.61540852e-02
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 [  2.57825489e-01  -2.30980567e-01   8.29073486e-02   5.05282054e-02
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 [ -8.50560807e-02  -1.04883747e-01   1.27464540e-01   1.28708768e-01
    3.04402233e-02  -1.24307700e-01   1.89252604e-01  -7.87870901e-02
    1.87931061e-01   2.37187267e-02]
 [ -1.36486014e-01  -3.11785191e-01   1.41889071e-01  -5.09149623e-01
   -6.93904069e-01   1.89414250e-01   2.56359069e-01  -1.38470858e-01
   -1.20359606e-01   7.34905604e-02]]
[[ 0.6129607 ]
 [ 1.96891183]
 [ 0.21489572]
 [ 0.95449264]
 [-3.03143331]
 [-0.38140497]
 [-1.95735623]
 [ 0.04743268]
 [ 0.65381695]
 [ 0.83590573]]
Progress: 81.7% ... Training loss: 0.231 ... Validation loss: 0.405[[  2.40408207e-01   6.48432955e-01  -7.48496409e-02   1.81910012e-01
   -1.09585146e-01  -1.03810531e-01  -1.37569603e-01   1.20834870e-01
    2.74796248e-02   3.42351128e-01]
 [  1.08556963e-02   1.07802433e-01  -2.00826950e-02   4.79836848e-02
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    1.47482318e-01  -2.44166685e-02]
 [  2.23828035e-01   4.99152575e-01   5.70176786e-03  -7.37136467e-02
    9.01417449e-01  -2.84602733e-02  -1.18487227e+00  -4.53209682e-02
    7.82321447e-02   3.27271048e-01]
 [  6.25033485e-03  -5.00905162e-01  -2.02300555e-01   2.23471842e-01
   -2.66765528e-01   1.66734966e-01   3.69740009e-01   5.87499149e-02
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 [ -6.44236500e-02  -1.89824512e-02  -1.43952306e-01   4.46653788e-02
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   -1.94759764e-01  -9.07654336e-02]
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   -4.40257586e-02  -5.45970219e-02]
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    6.12198921e-02  -3.22660967e-02]
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   -2.34770725e-01   6.55087701e-02  -3.56236156e-04  -3.17361316e-02
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 [  1.42130006e-02  -5.87672106e-01   5.67411460e-02  -1.39068752e-01
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   -3.48292462e-02   1.86606120e-02]
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   -4.98502527e-02   1.08816841e-01   3.14295683e-01  -1.94691614e-02
   -1.80927462e-01  -2.19715954e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.89742542e-01  -3.32197658e-01   9.25796113e-02   2.04246244e-01
   -1.91301995e-01  -6.16073401e-02   1.08397763e-01  -2.63076858e-01
   -2.90961712e-01  -1.14925206e-01]
 [  8.04401453e-02  -2.69336692e-01  -3.03948587e-02   8.27424325e-02
   -6.49448200e-02  -8.23617442e-02   3.23212684e-01  -5.55936032e-04
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 [  2.56451756e-02  -1.69225058e-01  -2.15415174e-01   1.20364193e-01
   -5.12592001e-02   8.24348833e-02  -7.26392184e-04  -2.14831460e-02
   -9.97770301e-02  -1.45874346e-02]
 [ -1.24270366e-01  -1.27004941e-01  -2.02265819e-01   1.49489446e-01
   -5.88523481e-02   1.35136006e-01  -2.28264904e-02  -2.52191397e-01
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 [ -5.35458893e-02  -1.22610986e-01   2.80662445e-01   1.18200952e-01
   -2.10880709e-02  -7.10987864e-02  -8.20174694e-02   1.20661825e-01
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 [  6.94599213e-02  -6.55406767e-02   8.70644623e-02   8.01884914e-02
   -1.08448687e-01  -1.59254304e-02   1.31454298e-01   1.18370238e-01
   -2.38245548e-02  -5.06140542e-02]
 [  2.18311704e-03  -2.54138065e-01  -3.00040602e-01  -7.62267003e-02
   -6.74091340e-02  -8.74716116e-02   1.08012598e-02   1.59561468e-01
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 [  6.09577656e-02  -8.33798236e-02  -1.09528739e-01   7.08552121e-02
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   -1.39558754e-01  -3.65154527e-02]
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   -1.53832369e-01  -3.26701643e-01   1.50167378e-01   6.92413341e-03
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   -1.71832891e-01  -3.72978535e-01]
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 [  1.68789271e-02  -6.07301223e-01  -4.35672744e-02  -1.00222201e-01
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   -3.60497504e-01  -2.13425585e-01]
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   -7.18460212e-02   9.04481292e-02]
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   -8.85362197e-02  -1.31079799e-01]
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   -2.70798193e-01  -3.74148926e-02]
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 [  3.81817701e-01   4.32416360e-01  -7.06233613e-02   3.12776876e-01
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 [  6.50413689e-02   9.65123648e-02   2.61367943e-01   2.63764395e-01
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 [  1.75603128e-02  -4.42109124e-02  -6.44741778e-02  -3.92268210e-02
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   -1.71604530e-01   1.28634921e-01]
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   -5.82325458e-02  -2.53237955e-02]
 [  5.69953668e-02   1.03365696e-01   2.08189609e-02   5.51094953e-02
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   -1.68338849e-01  -2.25121861e-01]
 [  3.68435249e-03  -4.40691331e-01  -2.00369953e-01  -1.91782933e-01
   -6.42133889e-01   1.49965212e-02   3.25737163e-01  -1.71922322e-01
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   -5.97861306e-02   1.59565383e-03]
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   -2.94308423e-02   1.30410393e-01]
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    1.26620295e-01  -3.22970846e-01   4.57816775e-02  -1.62984547e-01
    4.11180464e-02  -1.35707952e-01]
 [  2.57152880e-01  -2.32731299e-01   8.26794978e-02   4.94988910e-02
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    1.62812015e-01  -1.05210255e-01]
 [ -8.40811063e-02  -1.02240136e-01   1.27809583e-01   1.30110362e-01
    2.77000657e-02  -1.24908409e-01   1.86187764e-01  -7.87123803e-02
    1.88787066e-01   2.49413713e-02]
 [ -1.37600256e-01  -3.13720552e-01   1.41519887e-01  -5.11098986e-01
   -6.93048531e-01   1.90085081e-01   2.59566749e-01  -1.38558561e-01
   -1.21512049e-01   7.19806984e-02]]
[[ 0.60155017]
 [ 1.96393794]
 [ 0.20440491]
 [ 0.94261657]
 [-3.03978295]
 [-0.39351974]
 [-1.97448795]
 [ 0.03544945]
 [ 0.64212389]
 [ 0.82354988]]
Progress: 81.8% ... Training loss: 0.235 ... Validation loss: 0.410[[  2.44314795e-01   6.61463748e-01  -7.34184427e-02   1.88355675e-01
   -1.25744686e-01  -1.06424798e-01  -1.47546813e-01   1.21087031e-01
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 [  1.09581140e-02   1.08246546e-01  -2.00442715e-02   4.81628745e-02
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    1.47587899e-01  -2.43181845e-02]
 [  2.27914662e-01   5.11951615e-01   7.18730719e-03  -6.70992588e-02
    8.83123697e-01  -3.12210158e-02  -1.19486275e+00  -4.50588770e-02
    8.28250394e-02   3.33005822e-01]
 [  5.66510443e-03  -5.04368263e-01  -2.02512289e-01   2.22681064e-01
   -2.63398923e-01   1.67042366e-01   3.69315475e-01   5.87119120e-02
    9.19233244e-02   2.89732405e-01]
 [ -6.48353267e-02  -2.06088728e-02  -1.44176229e-01   4.36083778e-02
   -1.60251466e-01  -1.84863974e-01   1.96389556e-01  -1.14054174e-01
   -1.95236407e-01  -9.13918877e-02]
 [ -3.91586964e-01  -6.82284082e-01  -3.04279296e-01   1.33534592e-01
   -4.09174223e-01   3.43871844e-02   4.00181612e-01  -4.29036565e-02
   -4.34335259e-02  -5.38334105e-02]
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   -2.56509960e-01  -6.56790884e-02   1.77177030e-01  -1.96926765e-01
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   -2.96724259e-02   2.51216724e-02]
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   -5.09290750e-02   1.08663007e-01   3.13532161e-01  -1.94552096e-02
   -1.80675669e-01  -2.19397943e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.89788904e-01  -3.32324488e-01   9.25530192e-02   2.04070264e-01
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   -2.91035968e-01  -1.15039259e-01]
 [  8.07436376e-02  -2.68673418e-01  -3.02939567e-02   8.32370142e-02
   -6.64487635e-02  -8.25589756e-02   3.22583401e-01  -5.38827235e-04
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 [  2.62151889e-02  -1.67956053e-01  -2.15232278e-01   1.21174291e-01
   -5.26951820e-02   8.20576061e-02  -2.37100951e-03  -2.14510087e-02
   -9.92191938e-02  -1.38715905e-02]
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 [  7.11864388e-02  -5.97563186e-02   8.77050265e-02   8.31374712e-02
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   -2.17706414e-02  -4.80360884e-02]
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   -7.05453594e-02  -8.78888800e-02   9.15978913e-03   1.59601301e-01
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   -1.71756708e-01  -3.72881574e-01]
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 [  1.72086477e-02  -6.06926750e-01  -4.34556715e-02  -9.97027231e-02
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   -3.60141598e-01  -2.12968622e-01]
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   -7.17088965e-02   9.06221282e-02]
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   -8.83772182e-02  -1.30836609e-01]
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   -2.70661657e-01  -3.72690225e-02]
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   -4.01948242e-02  -1.51842776e-01]
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 [  3.82422893e-01   4.34734978e-01  -7.03651902e-02   3.13902328e-01
   -9.30295489e-01  -2.93400656e-01  -5.48217403e-01   1.78917228e-01
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 [  6.49269183e-02   9.63808077e-02   2.61323478e-01   2.63547371e-01
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   -1.18729933e-01  -2.70067548e-01]
 [  2.40401982e-02  -1.35769455e-01  -1.21956327e-01  -6.25324366e-02
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 [  1.76671903e-02  -4.39655363e-02  -6.44349181e-02  -3.90877760e-02
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 [  4.87386139e-02   1.62345346e-01   2.49247948e-01   9.50365565e-02
   -1.99434647e-01  -1.51541955e-01  -7.74984786e-04   4.00471727e-02
   -1.71310522e-01   1.29006387e-01]
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   -2.14056409e-01   4.99706445e-02  -6.36766790e-02  -2.70553413e-01
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 [ -1.08264650e-03   1.50449994e-01   8.57880353e-02  -3.90761460e-02
   -2.85891816e-02   1.73234290e-01   8.84913760e-04   1.17710936e-01
   -1.89439626e-02   1.76074601e-01]
 [  2.27400246e-01   1.03244308e-01   2.80609348e-02   6.89094846e-02
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   -5.74597010e-02  -2.43315820e-02]
 [  5.70300615e-02   1.03328088e-01   2.08347379e-02   5.51711864e-02
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 [  6.75782240e-02   4.81003592e-01   1.32168565e-01   4.66954581e-01
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   -4.95949135e-02   2.86766826e-02]
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   -2.92023437e-01  -1.12387706e-01]
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   -2.12130132e-01   2.88170383e-02]
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   -1.68052653e-01  -2.24756130e-01]
 [  4.57143612e-03  -4.38143437e-01  -2.00043601e-01  -1.90364934e-01
   -6.48075432e-01   1.43589290e-02   3.23491101e-01  -1.71862046e-01
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 [ -7.70188670e-02  -6.02589103e-02   2.81504805e-01   6.85728536e-02
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   -5.89984765e-02   2.60650638e-03]
 [ -2.95206803e-01  -2.42468816e-02   3.27267522e-02   4.43037092e-02
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   -2.91414392e-02   1.30542663e-01]
 [  1.76074041e-01  -6.13290145e-02  -2.18177134e-01  -1.00943046e-02
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 [  2.58067036e-01  -2.29627393e-01   8.30097138e-02   5.10166455e-02
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 [ -8.33465257e-02  -1.00637247e-01   1.28040814e-01   1.31227730e-01
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    1.89502824e-01   2.58769318e-02]
 [ -1.37456441e-01  -3.13632821e-01   1.41567235e-01  -5.10985901e-01
   -6.93887941e-01   1.89981415e-01   2.59375100e-01  -1.38548940e-01
   -1.21350507e-01   7.22258159e-02]]
[[ 0.62452839]
 [ 1.98096684]
 [ 0.22341641]
 [ 0.96156081]
 [-3.02690903]
 [-0.37888977]
 [-1.9618368 ]
 [ 0.05296215]
 [ 0.66332752]
 [ 0.8459353 ]]
Progress: 81.8% ... Training loss: 0.238 ... Validation loss: 0.404[[  2.42483544e-01   6.57225904e-01  -7.41199368e-02   1.85579951e-01
   -1.17704195e-01  -1.05371403e-01  -1.44071988e-01   1.20921659e-01
    2.95957290e-02   3.45435764e-01]
 [  1.08601039e-02   1.07984393e-01  -2.00822336e-02   4.80142290e-02
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    1.47476619e-01  -2.44591527e-02]
 [  2.26819986e-01   5.07754503e-01   6.50967396e-03  -6.96467857e-02
    8.95115199e-01  -3.02833539e-02  -1.19435419e+00  -4.52046773e-02
    8.10135131e-02   3.30921735e-01]
 [  6.20191932e-03  -4.99996645e-01  -2.02184315e-01   2.24449762e-01
   -2.67757317e-01   1.66735795e-01   3.68931189e-01   5.87714918e-02
    9.30183232e-02   2.91063045e-01]
 [ -6.53029294e-02  -2.23135452e-02  -1.44282929e-01   4.29258230e-02
   -1.61307200e-01  -1.85024528e-01   1.96236202e-01  -1.14051553e-01
   -1.95661820e-01  -9.16846348e-02]
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   -4.07575682e-01   3.49512023e-02   4.02579778e-01  -4.29922387e-02
   -4.45516402e-02  -5.51476077e-02]
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   -2.51129634e-01  -6.48861234e-02   1.81720936e-01  -1.97041613e-01
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   -3.51002853e-01  -4.20193385e-02   1.11728342e-01   1.09809529e-01
    6.24810211e-02  -3.05617645e-02]
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   -2.33160612e-01   6.59586718e-02   1.62673110e-03  -3.18001309e-02
    2.80732912e-01  -1.35154740e-01]
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   -5.75990403e-01  -9.98678557e-02   1.73978277e-01  -1.25059111e-01
   -3.35932393e-02   2.02862934e-02]
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    1.42369540e-02  -8.41831809e-02]
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   -5.11445823e-02   1.08728427e-01   3.13947264e-01  -1.94664705e-02
   -1.80698089e-01  -2.19385253e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
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[[ 0.61047718]
 [ 1.97196575]
 [ 0.2109169 ]
 [ 0.9474343 ]
 [-3.03987546]
 [-0.38781145]
 [-1.97441037]
 [ 0.04190395]
 [ 0.64846516]
 [ 0.83277237]]
Progress: 81.8% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.41070496e-01   6.52395942e-01  -7.46551362e-02   1.82934254e-01
   -1.12674206e-01  -1.04352954e-01  -1.39998140e-01   1.20806411e-01
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 [  2.24809249e-01   4.99865461e-01   5.73958995e-03  -7.31301514e-02
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    7.87445430e-02   3.27878874e-01]
 [  6.88747377e-03  -4.99142571e-01  -2.01971953e-01   2.25299994e-01
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   -4.44869305e-02  -5.50398106e-02]
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   -1.80435909e-01  -2.19020649e-01]
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 [  6.42475727e-02   9.42504084e-02   2.61096283e-01   2.62450562e-01
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   -1.70486000e-01   1.30084615e-01]
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   -2.06642000e-01   5.08603289e-02  -6.16279057e-02  -2.70678273e-01
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 [ -1.75190786e-03   1.48410928e-01   8.55474073e-02  -4.01268514e-02
   -2.57685678e-02   1.73660720e-01   2.61538018e-03   1.17662105e-01
   -1.96712391e-02   1.75153794e-01]
 [  2.27752284e-01   1.04087692e-01   2.81703112e-02   6.93340316e-02
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   -5.70829399e-02  -2.38566520e-02]
 [  5.66271552e-02   1.02231767e-01   2.06822302e-02   5.45720694e-02
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 [  2.05473031e-01   3.01235986e-01   2.34868271e-01   1.09127539e-01
   -6.92624842e-01   9.84380711e-02  -1.56630059e-01   1.58386043e-01
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   -4.96990331e-02   2.85842098e-02]
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 [  3.86388559e-03  -4.39531594e-01  -2.00272450e-01  -1.91437405e-01
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   -6.07705294e-02   5.12641662e-04]
 [ -2.95707812e-01  -2.67062456e-02   3.25767260e-02   4.36759534e-02
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   -2.96672433e-02   1.29858544e-01]
 [  1.75213164e-01  -6.46026647e-02  -2.18579524e-01  -1.16789042e-02
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 [  2.56975447e-01  -2.33909547e-01   8.25838894e-02   4.91736211e-02
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    1.62587300e-01  -1.05530613e-01]
 [ -8.38872892e-02  -1.02202701e-01   1.27829526e-01   1.30151529e-01
    2.99918497e-02  -1.25055346e-01   1.86247382e-01  -7.87176271e-02
    1.88796316e-01   2.52462252e-02]
 [ -1.36439854e-01  -3.10095606e-01   1.41940005e-01  -5.09659313e-01
   -7.00258974e-01   1.89417344e-01   2.56645888e-01  -1.38460891e-01
   -1.20258631e-01   7.35810923e-02]]
[[ 0.60538908]
 [ 1.96719581]
 [ 0.2077213 ]
 [ 0.94514338]
 [-3.04232659]
 [-0.3897961 ]
 [-1.97166223]
 [ 0.03929247]
 [ 0.64526299]
 [ 0.82835032]]
Progress: 81.9% ... Training loss: 0.233 ... Validation loss: 0.408[[  2.43158586e-01   6.58848670e-01  -7.39258464e-02   1.86145180e-01
   -1.20526691e-01  -1.05749062e-01  -1.45289848e-01   1.20948839e-01
    3.00285682e-02   3.45792057e-01]
 [  1.07242834e-02   1.07177371e-01  -2.01065745e-02   4.77684919e-02
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    1.47347673e-01  -2.45891838e-02]
 [  2.24845721e-01   5.00055101e-01   5.77326846e-03  -7.30241758e-02
    8.99682919e-01  -2.88878079e-02  -1.19039453e+00  -4.53589222e-02
    7.88212425e-02   3.27949566e-01]
 [  1.01146021e-02  -4.91589182e-01  -2.00949534e-01   2.29717054e-01
   -2.82604092e-01   1.64289064e-01   3.58321192e-01   5.90102761e-02
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 [ -6.72729366e-02  -2.84591670e-02  -1.44983083e-01   4.03099288e-02
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   -1.97463115e-01  -9.42370738e-02]
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   -4.45732448e-02  -5.51548799e-02]
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   -2.34747919e-01   6.55019323e-02   6.27837187e-04  -3.17602276e-02
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   -5.62373291e-02   1.08106382e-01   3.11098760e-01  -1.94042841e-02
   -1.79738999e-01  -2.18250905e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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   -2.91836734e-01  -1.15985299e-01]
 [  8.11692218e-02  -2.68250066e-01  -3.01336623e-02   8.37720425e-02
   -6.70322105e-02  -8.28695197e-02   3.21891302e-01  -5.17768893e-04
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   -1.00049053e-01  -1.48963911e-02]
 [ -1.23419007e-01  -1.25067334e-01  -2.01979194e-01   1.50802957e-01
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 [  7.16734136e-02  -5.75365345e-02   8.78600720e-02   8.38831014e-02
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   -2.11562617e-02  -4.71897087e-02]
 [  2.08039187e-03  -2.56953423e-01  -3.00191048e-01  -7.68141839e-02
   -6.87120610e-02  -8.73070733e-02   1.16508880e-02   1.59497265e-01
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 [  6.13589717e-02  -8.29817809e-02  -1.09427862e-01   7.13376908e-02
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   -1.71538902e-01  -3.72629065e-01]
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 [  1.66283808e-02  -6.08666289e-01  -4.36768795e-02  -1.00664506e-01
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   -3.60810494e-01  -2.13739993e-01]
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   -8.80427292e-02  -1.30417570e-01]
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   -2.70668551e-01  -3.72581883e-02]
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 [  3.81248524e-01   4.31988546e-01  -7.07582432e-02   3.11548015e-01
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 [  6.42991522e-02   9.39311109e-02   2.61112386e-01   2.62415362e-01
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   -1.69892739e-01   1.30826247e-01]
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   -5.67714906e-02  -2.34921596e-02]
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   -2.12132099e-01   2.88222194e-02]
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   -1.68429609e-01  -2.25264549e-01]
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   -5.94516553e-02   2.12760942e-03]
 [ -2.95560428e-01  -2.61042253e-02   3.26461950e-02   4.38976793e-02
    1.69582105e-01  -2.05715951e-01  -1.79001220e-02   2.36927835e-01
   -2.95988157e-02   1.29884775e-01]
 [  1.75584395e-01  -6.36894148e-02  -2.18433650e-01  -1.10333152e-02
    1.22788322e-01  -3.23459741e-01   4.26998575e-02  -1.62965146e-01
    4.17341890e-02  -1.34829170e-01]
 [  2.58560822e-01  -2.30135465e-01   8.31418529e-02   5.16931608e-02
    1.08070166e-01  -7.05197535e-02   9.03970504e-03  -1.31886394e-01
    1.64301915e-01  -1.03322990e-01]
 [ -8.36893904e-02  -1.01771089e-01   1.27892973e-01   1.30423779e-01
    2.91786348e-02  -1.25169532e-01   1.85621863e-01  -7.87055752e-02
    1.88988811e-01   2.54772689e-02]
 [ -1.36724654e-01  -3.11511685e-01   1.41831031e-01  -5.10317627e-01
   -7.00041561e-01   1.89613175e-01   2.57923609e-01  -1.38481515e-01
   -1.20504809e-01   7.32466031e-02]]
[[ 0.61648543]
 [ 1.97274547]
 [ 0.21663957]
 [ 0.95566826]
 [-3.03540634]
 [-0.37967919]
 [-1.95892075]
 [ 0.04961109]
 [ 0.65645202]
 [ 0.84006657]]
Progress: 82.0% ... Training loss: 0.233 ... Validation loss: 0.408[[  2.40756823e-01   6.52285109e-01  -7.47727704e-02   1.82366478e-01
   -1.08089999e-01  -1.04292825e-01  -1.38136857e-01   1.20757496e-01
    2.72923797e-02   3.42565717e-01]
 [  1.06338703e-02   1.06470083e-01  -2.01239574e-02   4.76821020e-02
    4.47493899e-02  -7.00521494e-03   3.45954102e-01   4.01400414e-02
    1.47264315e-01  -2.46885267e-02]
 [  2.21678386e-01   4.90503633e-01   4.59860387e-03  -7.78881144e-02
    9.11180722e-01  -2.67975834e-02  -1.18396119e+00  -4.56229366e-02
    7.52845132e-02   3.23828199e-01]
 [  8.93600753e-03  -4.92142232e-01  -2.01426634e-01   2.27721577e-01
   -2.85975886e-01   1.65035862e-01   3.61501627e-01   5.89169326e-02
    9.56075097e-02   2.94945107e-01]
 [ -6.49806245e-02  -2.21485703e-02  -1.44153685e-01   4.38831680e-02
   -1.59215083e-01  -1.85217929e-01   1.95272428e-01  -1.13990865e-01
   -1.95053325e-01  -9.13988413e-02]
 [ -3.92049506e-01  -6.84472360e-01  -3.04391624e-01   1.32668952e-01
   -4.08003276e-01   3.45621724e-02   4.01884596e-01  -4.29465945e-02
   -4.41468191e-02  -5.46797729e-02]
 [ -2.66365426e-02  -4.51337723e-01   1.98481743e-03   4.39368787e-02
   -2.49311249e-01  -6.42882702e-02   1.83738196e-01  -1.97138621e-01
    1.80976523e-01   3.71256912e-02]
 [  9.38273154e-02  -5.14872466e-01   2.06113994e-02  -1.09346384e-01
   -3.49986797e-01  -4.13499540e-02   1.14561300e-01   1.09715566e-01
    6.13159665e-02  -3.19623472e-02]
 [ -1.79729590e-01  -2.51022781e-01  -3.00764940e-01  -2.58304287e-02
   -2.37235407e-01   6.49711609e-02  -1.75556202e-03  -3.16884290e-02
    2.82198694e-01  -1.33393554e-01]
 [  1.44211575e-02  -5.91209229e-01   5.66707672e-02  -1.39502473e-01
   -5.69961939e-01  -9.91416567e-02   1.76999939e-01  -1.25158975e-01
   -3.48462912e-02   1.86248271e-02]
 [ -7.13309833e-02  -2.98404291e-01   1.08273321e-02  -1.19362699e-01
   -3.60481098e-01  -4.88539862e-03   2.88548161e-01  -1.02911829e-01
    1.48110958e-02  -8.32503763e-02]
 [ -1.49463988e-01  -4.10858056e-01  -7.55157827e-02   2.33974627e-02
   -5.51451322e-02   1.08450640e-01   3.12598966e-01  -1.94471265e-02
   -1.80319868e-01  -2.19020801e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90101632e-01  -3.33423255e-01   9.25004143e-02   2.03845852e-01
   -1.91337461e-01  -6.14351100e-02   1.09679096e-01  -2.63095055e-01
   -2.91400014e-01  -1.15517737e-01]
 [  8.14189914e-02  -2.67554360e-01  -3.00422760e-02   8.40834386e-02
   -6.80607389e-02  -8.30139764e-02   3.21079720e-01  -4.98710676e-04
    3.75731306e-03  -2.89128991e-02]
 [  2.54351551e-02  -1.70014819e-01  -2.15514321e-01   1.19687148e-01
   -4.97538427e-02   8.25302804e-02  -5.44093988e-04  -2.15141666e-02
   -1.00126572e-01  -1.49271197e-02]
 [ -1.24353469e-01  -1.27763819e-01  -2.02303970e-01   1.49379812e-01
   -5.90254540e-02   1.35138855e-01  -2.24431389e-02  -2.52213280e-01
    6.94486559e-02  -1.95700388e-01]
 [ -5.45113936e-02  -1.26095220e-01   2.80372781e-01   1.17074494e-01
   -1.94589588e-02  -7.06594835e-02  -8.00995383e-02   1.20567249e-01
    9.56232019e-02   7.83774331e-02]
 [  7.08598038e-02  -6.00587395e-02   8.75615165e-02   8.25083359e-02
   -1.17094467e-01  -1.69400492e-02   1.27416197e-01   1.18448429e-01
   -2.20430499e-02  -4.82863049e-02]
 [  1.83738142e-03  -2.58352477e-01  -3.00265033e-01  -7.69932001e-02
   -6.81036239e-02  -8.71662042e-02   1.13314405e-02   1.59479376e-01
    9.03496829e-02  -5.50382115e-02]
 [  6.07574348e-02  -8.48550924e-02  -1.09652251e-01   7.03404985e-02
   -3.43195329e-01   3.11290964e-01   3.11959399e-01   2.04299958e-01
   -1.39940884e-01  -3.69827121e-02]
 [  2.26315837e-02   2.86905402e-02   1.30155700e-01   1.43372140e-01
   -4.83614645e-02   9.52549175e-02  -3.83421395e-02  -4.10447255e-02
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 [  1.04831599e-01   6.46441329e-02  -4.55078897e-02  -1.12228160e-01
   -1.56085341e-01  -3.26769080e-01   1.49554081e-01   6.91286490e-03
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 [ -1.18938521e-01  -1.49213019e-01  -2.06692403e-02   2.87343750e-03
   -1.39322723e-01  -2.00306107e-01   2.08040948e-02  -2.19480517e-02
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 [ -1.64508574e-01  -1.43898771e-01  -2.05090213e-01  -2.79394780e-02
   -3.87557594e-01   1.18194887e-03   8.41202424e-02  -2.67065302e-02
   -1.65043451e-02   2.93661647e-02]
 [ -2.13959826e-02  -2.19137332e-01  -7.24375624e-02  -1.12701228e-01
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   -1.71341403e-01  -3.72394687e-01]
 [ -1.52719944e-02  -5.52940178e-01  -3.21649227e-02  -7.38751085e-02
    6.58245167e-01   9.92941589e-02   6.38369818e-01   9.10194663e-02
    3.05199474e-02  -3.92739092e-01]
 [  1.67490457e-02  -6.08634418e-01  -4.36197869e-02  -1.00410259e-01
    6.64048615e-01   1.89837408e-02   6.05434212e-01   4.85437259e-02
   -3.60662388e-01  -2.13594773e-01]
 [ -1.77945747e-01  -7.14764833e-01  -1.26122003e-02  -2.08748578e-01
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   -7.17413663e-02   9.06610348e-02]
 [ -3.05896280e-01  -5.54936273e-01   5.41462656e-02  -4.72141326e-02
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   -8.81630048e-02  -1.30544231e-01]
 [ -2.22779512e-01  -4.18732598e-01   2.46526940e-01  -2.58544909e-01
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   -2.70840297e-01  -3.74729362e-02]
 [ -1.60892667e-01  -3.04353871e-01  -1.91710446e-01  -1.40611069e-01
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   -4.08727869e-02  -1.52662900e-01]
 [  6.63806274e-02   2.63977300e-01   1.48254828e-01  -1.47823796e-01
   -1.81218484e-01   7.19845926e-02  -1.34092640e-01   2.76738723e-01
    2.44280653e-02   1.29444274e-01]
 [  3.81336989e-01   4.33070201e-01  -7.06891151e-02   3.11819465e-01
   -9.32934447e-01  -2.92757423e-01  -5.45999231e-01   1.78832240e-01
    4.18858584e-01   1.99635581e-02]
 [  6.44692512e-02   9.42455051e-02   2.61170852e-01   2.62641839e-01
    3.28700706e-03  -2.06782317e-01  -1.81134486e-01  -1.31900726e-01
   -1.19284404e-01  -2.70738474e-01]
 [  2.41844757e-02  -1.35670428e-01  -1.21906769e-01  -6.23187402e-02
    2.46502330e-01   3.66618164e-02  -2.73918292e-02  -1.86351337e-01
    2.91452681e-02   2.04024688e-01]
 [  1.85080284e-02  -4.20737039e-02  -6.41566284e-02  -3.80542680e-02
    1.59238287e-02  -1.90913605e-01   7.67223990e-03   1.06287918e-02
    4.86218333e-02   1.69031660e-02]
 [  5.03548386e-02   1.67187351e-01   2.49812956e-01   9.75472759e-02
   -2.04753626e-01  -1.52622301e-01  -5.73529325e-03   4.01786208e-02
   -1.69571722e-01   1.31212968e-01]
 [  9.74387066e-02   1.15427006e-01   1.13582461e-01   2.71911250e-02
   -2.01699738e-01   5.13947809e-02  -5.92244486e-02  -2.70744769e-01
    3.29783929e-03  -6.26627572e-02]
 [ -2.18376015e-03   1.46915949e-01   8.53810312e-02  -4.08807801e-02
   -2.32996749e-02   1.73942906e-01   3.61574684e-03   1.17627244e-01
   -2.01517509e-02   1.74500236e-01]
 [  2.28160088e-01   1.05175848e-01   2.83235841e-02   6.99255405e-02
    2.18437578e-02  -2.94860513e-02  -2.59770893e-01   1.47571460e-01
   -5.66372473e-02  -2.33335137e-02]
 [  5.65654039e-02   1.01857880e-01   2.06727723e-02   5.44661041e-02
   -4.89518303e-01  -1.30480005e-01  -2.80200545e-01   4.13008426e-02
    1.27057106e-01   2.05464000e-01]
 [  6.63765799e-02   4.77327087e-01   1.31759411e-01   4.65232091e-01
   -1.60939767e+00  -2.94829999e-01  -4.87824475e-01  -7.01304047e-02
    3.14145516e-01   3.53963790e-01]
 [  1.55039100e-01   4.46144494e-01   6.36064739e-02   4.13405890e-01
   -1.37884499e+00  -6.66207788e-02  -3.43399002e-01   1.49112111e-01
    2.04180094e-01   4.43338828e-01]
 [  2.05356672e-01   3.01059258e-01   2.34831567e-01   1.08950128e-01
   -6.93014791e-01   9.85061367e-02  -1.56528855e-01   1.58378780e-01
    2.09382652e-01   4.06483379e-02]
 [ -9.03884705e-02   2.39856235e-01   2.34537810e-01  -6.61557324e-03
   -1.50076890e-01   1.40159161e-01  -8.56890467e-02  -1.71729955e-02
   -5.01070022e-02   2.80469414e-02]
 [ -1.16532687e-01  -6.99830784e-03   1.78390866e-02   6.78472564e-02
   -7.58048693e-02   1.24568953e-01   2.36886893e-01   1.77295708e-02
   -2.92092019e-01  -1.12421970e-01]
 [ -2.28061648e-01  -8.10882920e-02  -9.64145204e-02  -3.50650701e-01
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   -2.12042755e-01   2.89171266e-02]
 [  7.56925514e-03  -4.80187946e-01  -1.29297099e-01  -1.66532032e-01
    3.63129133e-01   2.49238576e-02   2.13319789e-01   1.51652587e-01
   -1.68342718e-01  -2.25122602e-01]
 [  2.78111782e-03  -4.43806422e-01  -2.00657867e-01  -1.93091066e-01
   -6.44216846e-01   1.53796383e-02   3.27908458e-01  -1.72010227e-01
    1.17114199e-02  -3.25263388e-01]
 [ -7.77507868e-02  -6.41759639e-02   2.81246910e-01   6.76572691e-02
    1.76099545e-01   5.14506169e-02   5.17476427e-02  -2.92696937e-01
   -5.97551903e-02   1.76237237e-03]
 [ -2.95876025e-01  -2.71373977e-02   3.25218388e-02   4.33734241e-02
    1.70817065e-01  -2.05522436e-01  -1.66274053e-02   2.36901265e-01
   -2.99249705e-02   1.29473515e-01]
 [  1.74926657e-01  -6.53682514e-02  -2.18688669e-01  -1.20156280e-02
    1.25627755e-01  -3.23075482e-01   4.44142097e-02  -1.63014625e-01
    4.10469224e-02  -1.35733073e-01]
 [  2.58655068e-01  -2.30184794e-01   8.31790119e-02   5.18111658e-02
    1.08318841e-01  -7.05837127e-02   9.09320314e-03  -1.31876742e-01
    1.64379319e-01  -1.03188914e-01]
 [ -8.34094524e-02  -1.00887426e-01   1.27996945e-01   1.30748807e-01
    2.88674350e-02  -1.25328391e-01   1.84435944e-01  -7.86826448e-02
    1.89284070e-01   2.58248255e-02]
 [ -1.37330293e-01  -3.12696485e-01   1.41642751e-01  -5.11226902e-01
   -6.97515865e-01   1.89967679e-01   2.58289890e-01  -1.38530005e-01
   -1.21181909e-01   7.25780450e-02]]
[[ 0.60733881]
 [ 1.96634544]
 [ 0.20962513]
 [ 0.94983467]
 [-3.04330214]
 [-0.38705828]
 [-1.961867  ]
 [ 0.04327285]
 [ 0.64833697]
 [ 0.83020048]]
Progress: 82.0% ... Training loss: 0.232 ... Validation loss: 0.409[[  2.42615800e-01   6.58774178e-01  -7.40827616e-02   1.85593946e-01
   -1.18402479e-01  -1.05536794e-01  -1.42296934e-01   1.20912770e-01
    2.95154360e-02   3.45533060e-01]
 [  1.03659081e-02   1.05737344e-01  -2.02280831e-02   4.72596104e-02
    4.52818166e-02  -6.82253911e-03   3.46406110e-01   4.01201891e-02
    1.46958499e-01  -2.50946603e-02]
 [  2.23962308e-01   4.97616459e-01   5.41616519e-03  -7.43217247e-02
    8.94872275e-01  -2.81893217e-02  -1.18902068e+00  -4.54415687e-02
    7.80550820e-02   3.27486873e-01]
 [  5.15931964e-03  -5.02881992e-01  -2.02903982e-01   2.21255521e-01
   -2.72551980e-01   1.67754182e-01   3.68422440e-01   5.86044519e-02
    9.11473432e-02   2.89420049e-01]
 [ -6.49972468e-02  -2.22140651e-02  -1.44034969e-01   4.46006573e-02
   -1.60284442e-01  -1.85414021e-01   1.95565872e-01  -1.13966797e-01
   -1.94892504e-01  -9.11342148e-02]
 [ -3.91132747e-01  -6.81981303e-01  -3.04072009e-01   1.34230003e-01
   -4.10644978e-01   3.39213696e-02   3.99408880e-01  -4.28758678e-02
   -4.31477158e-02  -5.35151681e-02]
 [ -2.45417403e-02  -4.45305624e-01   2.74675292e-03   4.72475273e-02
   -2.58366061e-01  -6.56505205e-02   1.78164715e-01  -1.96981111e-01
    1.83250448e-01   3.99747724e-02]
 [  9.45491930e-02  -5.13479855e-01   2.08943149e-02  -1.08005961e-01
   -3.58376140e-01  -4.18577188e-02   1.13771798e-01   1.09782033e-01
    6.23489208e-02  -3.04931929e-02]
 [ -1.79751309e-01  -2.51050937e-01  -3.00762578e-01  -2.58353363e-02
   -2.36638484e-01   6.49946536e-02  -1.33006328e-03  -3.16906994e-02
    2.82227538e-01  -1.33436941e-01]
 [  1.81729992e-02  -5.80738103e-01   5.80748439e-02  -1.33240032e-01
   -5.87041520e-01  -1.01653611e-01   1.68509586e-01  -1.24862749e-01
   -3.05148804e-02   2.40119257e-02]
 [ -7.17973105e-02  -3.00163398e-01   1.06653424e-02  -1.20015598e-01
   -3.60587366e-01  -4.60683589e-03   2.89880353e-01  -1.02942919e-01
    1.43654600e-02  -8.37237820e-02]
 [ -1.49037783e-01  -4.09682465e-01  -7.53910420e-02   2.39951355e-02
   -5.74482173e-02   1.08196707e-01   3.11343926e-01  -1.94198283e-02
   -1.79870817e-01  -2.18495041e-01]
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[[ 0.62373257]
 [ 1.97834374]
 [ 0.22411296]
 [ 0.96260258]
 [-3.0324601 ]
 [-0.37658806]
 [-1.95121054]
 [ 0.05445988]
 [ 0.6633927 ]
 [ 0.84359372]]
Progress: 82.0% ... Training loss: 0.235 ... Validation loss: 0.407[[  2.41633998e-01   6.55593901e-01  -7.44883742e-02   1.83738894e-01
   -1.13276393e-01  -1.04782538e-01  -1.39404776e-01   1.20810054e-01
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 [  2.25426632e-01   4.98786072e-01   5.82498862e-03  -7.28524929e-02
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    7.92877426e-02   3.28360412e-01]
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   -4.07323949e-02  -1.52478903e-01]
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 [  6.41601269e-02   9.32104014e-02   2.61059734e-01   2.62096100e-01
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 [  4.99694166e-02   1.66036962e-01   2.49678263e-01   9.69211560e-02
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   -1.69991198e-01   1.30772341e-01]
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   -2.06987785e-01   5.06241758e-02  -6.26649200e-02  -2.70649586e-01
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 [ -2.20274699e-03   1.46804181e-01   8.53791684e-02  -4.08843798e-02
   -2.24752893e-02   1.73928563e-01   3.55329338e-03   1.17629969e-01
   -2.01984656e-02   1.74497356e-01]
 [  2.28527082e-01   1.06061208e-01   2.84257709e-02   7.03144571e-02
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   -5.62169361e-02  -2.28884925e-02]
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 [  2.05314725e-01   3.01478071e-01   2.34828722e-01   1.09029792e-01
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 [  3.06094145e-03  -4.44033614e-01  -2.00680579e-01  -1.93020115e-01
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 [ -7.81055329e-02  -6.52751234e-02   2.81101399e-01   6.71358593e-02
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   -6.01777209e-02   1.14166032e-03]
 [ -2.95319105e-01  -2.65401775e-02   3.27755815e-02   4.44648028e-02
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   -2.91591288e-02   1.30194420e-01]
 [  1.75602554e-01  -6.39970649e-02  -2.18482809e-01  -1.11620876e-02
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    4.16640560e-02  -1.34964486e-01]
 [  2.59387603e-01  -2.28276199e-01   8.35098136e-02   5.34530274e-02
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    1.65466446e-01  -1.01635118e-01]
 [ -8.32606083e-02  -9.95498392e-02   1.28036003e-01   1.31100093e-01
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    1.89374437e-01   2.57620482e-02]
 [ -1.37755081e-01  -3.13849513e-01   1.41520427e-01  -5.12035452e-01
   -6.99258968e-01   1.90188785e-01   2.60438652e-01  -1.38563235e-01
   -1.21545943e-01   7.23851189e-02]]
[[ 0.61605697]
 [ 1.97544   ]
 [ 0.21678915]
 [ 0.95666254]
 [-3.03842077]
 [-0.38318098]
 [-1.96069922]
 [ 0.04818671]
 [ 0.65553107]
 [ 0.83901213]]
Progress: 82.1% ... Training loss: 0.231 ... Validation loss: 0.405[[  2.41108321e-01   6.54924844e-01  -7.46009436e-02   1.83033686e-01
   -1.16082580e-01  -1.04389583e-01  -1.37929561e-01   1.20769011e-01
    2.77858916e-02   3.43061551e-01]
 [  9.86627311e-03   1.04800480e-01  -2.04099847e-02   4.65096695e-02
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    1.46447363e-01  -2.58024617e-02]
 [  2.26958904e-01   5.02876389e-01   6.41505177e-03  -7.06517638e-02
    8.93195183e-01  -2.98325768e-02  -1.19177159e+00  -4.52112048e-02
    8.09570469e-02   3.30707790e-01]
 [  5.12448527e-03  -5.00209085e-01  -2.02943040e-01   2.21866930e-01
   -2.76322024e-01   1.68019886e-01   3.64557746e-01   5.86200258e-02
    9.10817765e-02   2.88507355e-01]
 [ -6.19002666e-02  -1.51150731e-02  -1.42928020e-01   4.94081403e-02
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   -1.91342293e-01  -8.66593174e-02]
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   -4.44541649e-02  -5.48587732e-02]
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   -2.54410601e-01  -6.45277975e-02   1.81477346e-01  -1.97148390e-01
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   -3.61810979e-01  -4.25917463e-02   1.11640437e-01   1.09906972e-01
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   -2.38762002e-01   6.47508940e-02  -1.16314733e-03  -3.16728541e-02
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 [  1.59926543e-02  -5.87731372e-01   5.72476140e-02  -1.37032181e-01
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   -3.29322978e-02   2.07259218e-02]
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   -6.00820641e-02   1.08160832e-01   3.11883907e-01  -1.94096172e-02
   -1.79714832e-01  -2.18257872e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.90810462e-01  -3.35399623e-01   9.22625744e-02   2.02942729e-01
   -1.91046067e-01  -6.10373047e-02   1.10734389e-01  -2.63150442e-01
   -2.92212091e-01  -1.16573867e-01]
 [  8.15631085e-02  -2.67068384e-01  -3.00039642e-02   8.43210819e-02
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 [  2.58893281e-02  -1.68851495e-01  -2.15353788e-01   1.20465141e-01
   -5.21868007e-02   8.21264582e-02  -1.34215817e-03  -2.14812061e-02
   -9.95708347e-02  -1.40422807e-02]
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 [ -5.42499178e-02  -1.25734409e-01   2.80515771e-01   1.17563878e-01
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 [  7.06081791e-02  -6.19785848e-02   8.74355448e-02   8.20086304e-02
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   -2.23068849e-02  -4.86145295e-02]
 [  1.87349103e-03  -2.58681688e-01  -3.00321493e-01  -7.73179365e-02
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 [  6.10590888e-02  -8.49274778e-02  -1.09540286e-01   7.08083737e-02
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   -1.39622045e-01  -3.66106813e-02]
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   -1.71875178e-01  -3.73076772e-01]
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 [  1.65318779e-02  -6.09672931e-01  -4.37232756e-02  -1.00838972e-01
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   -3.60957090e-01  -2.13954931e-01]
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   -7.10457042e-02   9.14938342e-02]
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   -8.86569788e-02  -1.31124863e-01]
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   -2.70089679e-01  -3.64744254e-02]
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   -4.03898785e-02  -1.52059099e-01]
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 [  3.79776053e-01   4.28432407e-01  -7.12607354e-02   3.09209933e-01
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 [  6.41856757e-02   9.31220687e-02   2.61069032e-01   2.62128500e-01
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   -1.19599364e-01  -2.71163686e-01]
 [  2.43464550e-02  -1.36321104e-01  -1.21870701e-01  -6.21625198e-02
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 [  1.93207636e-02  -4.02821549e-02  -6.38773453e-02  -3.68973821e-02
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 [  5.01168567e-02   1.66539091e-01   2.49744004e-01   9.71432528e-02
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   -1.69815404e-01   1.30992392e-01]
 [  9.90775013e-02   1.20555630e-01   1.14175308e-01   2.98200516e-02
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   -2.03635841e-02   1.74281497e-01]
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   -5.50179494e-02  -2.14772426e-02]
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 [  6.61335652e-02   4.77284288e-01   1.31717399e-01   4.65124235e-01
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   -5.06872758e-02   2.74112814e-02]
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   -1.68863800e-01  -2.25810144e-01]
 [  3.12917203e-03  -4.44334339e-01  -2.00646045e-01  -1.92908841e-01
   -6.47250517e-01   1.52131589e-02   3.25795630e-01  -1.72031356e-01
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 [ -7.76638043e-02  -6.42363895e-02   2.81272139e-01   6.79020344e-02
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   -5.96685326e-02   1.75002468e-03]
 [ -2.94944946e-01  -2.57340825e-02   3.29316736e-02   4.51351383e-02
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   -2.87507419e-02   1.30802148e-01]
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    1.23382268e-01  -3.23746871e-01   4.25799444e-02  -1.62923232e-01
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 [  2.58896754e-01  -2.30162066e-01   8.33146019e-02   5.25974516e-02
    1.04208509e-01  -7.09192732e-02   9.81569316e-03  -1.31852066e-01
    1.64888470e-01  -1.02341028e-01]
 [ -8.28276795e-02  -9.82587295e-02   1.28196665e-01   1.31802370e-01
    2.52976836e-02  -1.25650389e-01   1.81608624e-01  -7.86419719e-02
    1.89897513e-01   2.63313157e-02]
 [ -1.38207459e-01  -3.15357026e-01   1.41343226e-01  -5.13013123e-01
   -7.01374952e-01   1.90536683e-01   2.61540159e-01  -1.38610555e-01
   -1.22051131e-01   7.17156822e-02]]
[[ 0.61910093]
 [ 1.97944043]
 [ 0.21979938]
 [ 0.95817605]
 [-3.03437038]
 [-0.38151408]
 [-1.95960288]
 [ 0.05068343]
 [ 0.65808285]
 [ 0.84181302]]
Progress: 82.2% ... Training loss: 0.232 ... Validation loss: 0.403[[  2.41037082e-01   6.53938300e-01  -7.46585972e-02   1.82940284e-01
   -1.15461641e-01  -1.04379802e-01  -1.38057879e-01   1.20762432e-01
    2.75812382e-02   3.42983054e-01]
 [  9.74633340e-03   1.04436944e-01  -2.04670987e-02   4.63342856e-02
    4.55032670e-02  -6.43457818e-03   3.47216873e-01   4.00690441e-02
    1.46258472e-01  -2.60134619e-02]
 [  2.25973344e-01   4.98016868e-01   6.04838155e-03  -7.22310027e-02
    9.00365049e-01  -2.92822225e-02  -1.19026960e+00  -4.53002556e-02
    7.98046043e-02   3.29497540e-01]
 [  6.85769051e-03  -4.92939998e-01  -2.02281874e-01   2.24789547e-01
   -2.80195111e-01   1.67005024e-01   3.60408916e-01   5.87467078e-02
    9.29496218e-02   2.91121173e-01]
 [ -6.60144502e-02  -2.61570485e-02  -1.44325126e-01   4.33530233e-02
   -1.57993024e-01  -1.85045858e-01   1.99309660e-01  -1.13982046e-01
   -1.95550868e-01  -9.15783426e-02]
 [ -3.93570345e-01  -6.89000369e-01  -3.04976800e-01   1.30521401e-01
   -4.08424419e-01   3.53915753e-02   4.04765751e-01  -4.30809730e-02
   -4.58393348e-02  -5.66678789e-02]
 [ -2.60774729e-02  -4.50367123e-01   2.19328693e-03   4.45313713e-02
   -2.55908087e-01  -6.48008969e-02   1.80117218e-01  -1.97114814e-01
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 [  9.47040565e-02  -5.13898225e-01   2.09148011e-02  -1.07869049e-01
   -3.56971806e-01  -4.17613000e-02   1.14771184e-01   1.09783204e-01
    6.22741317e-02  -3.04546902e-02]
 [ -1.79750090e-01  -2.53101495e-01  -3.00760821e-01  -2.57391319e-02
   -2.38574198e-01   6.48871586e-02  -2.57238442e-04  -3.16943368e-02
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 [  1.31803116e-02  -5.97008033e-01   5.61655483e-02  -1.41666402e-01
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   -3.62051127e-02   1.66382584e-02]
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   -3.71090440e-01  -5.71916218e-03   2.85427272e-01  -1.02807898e-01
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   -5.95537397e-02   1.08416381e-01   3.12709874e-01  -1.94441784e-02
   -1.80209175e-01  -2.18772200e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.91319367e-01  -3.36826060e-01   9.20612190e-02   2.02084402e-01
   -1.90351892e-01  -6.06955111e-02   1.11793611e-01  -2.63195110e-01
   -2.92804845e-01  -1.17307199e-01]
 [  8.09159102e-02  -2.68909292e-01  -3.02382712e-02   8.33284761e-02
   -6.80261072e-02  -8.27202112e-02   3.22064902e-01  -5.44020389e-04
    3.22132574e-03  -2.96849295e-02]
 [  2.53663980e-02  -1.70519598e-01  -2.15539479e-01   1.19692336e-01
   -5.08463476e-02   8.24203401e-02   1.77914690e-04  -2.15223498e-02
   -1.00120608e-01  -1.47275819e-02]
 [ -1.24641243e-01  -1.28095980e-01  -2.02417764e-01   1.48811270e-01
   -5.92758018e-02   1.35272986e-01  -2.26875337e-02  -2.52244585e-01
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 [ -5.32914196e-02  -1.23112024e-01   2.80846970e-01   1.19049767e-01
   -2.59556111e-02  -7.14936795e-02  -8.33698819e-02   1.20667549e-01
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 [  7.05905379e-02  -6.21840748e-02   8.74554961e-02   8.20273145e-02
   -1.17237382e-01  -1.67283763e-02   1.28183449e-01   1.18421091e-01
   -2.22824660e-02  -4.85667888e-02]
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   -6.28474104e-02  -8.56720318e-02   1.76851127e-02   1.59282831e-01
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 [  6.10873938e-02  -8.48717232e-02  -1.09540834e-01   7.09197742e-02
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   -1.39587405e-01  -3.64810210e-02]
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   -5.71788433e-02   9.37516437e-02  -4.49651795e-02  -4.08499728e-02
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   -1.39593847e-01  -1.99957636e-01   2.27208501e-02  -2.20018054e-02
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   -3.90122745e-01   3.43234402e-04   8.09983501e-02  -2.66033368e-02
   -1.50624152e-02   3.10511351e-02]
 [ -2.20230345e-02  -2.21327439e-01  -7.26708189e-02  -1.13723737e-01
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   -1.72047654e-01  -3.73309010e-01]
 [ -1.50365690e-02  -5.52758248e-01  -3.21005504e-02  -7.34652626e-02
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    3.07797227e-02  -3.92389165e-01]
 [  1.63284062e-02  -6.10321932e-01  -4.38029891e-02  -1.01147875e-01
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   -3.61197882e-01  -2.14239465e-01]
 [ -1.77367242e-01  -7.14114766e-01  -1.24088989e-02  -2.07835433e-01
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   -7.11257937e-02   9.13880908e-02]
 [ -3.06249280e-01  -5.55745577e-01   5.40448065e-02  -4.76329333e-02
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   -8.84974767e-02  -1.30901280e-01]
 [ -2.22266453e-01  -4.17854458e-01   2.46732992e-01  -2.57602988e-01
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   -2.70244503e-01  -3.66518772e-02]
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   -4.04108004e-02  -1.52083685e-01]
 [  6.57314000e-02   2.63222857e-01   1.48023448e-01  -1.48786384e-01
   -1.81577798e-01   7.24404258e-02  -1.32534596e-01   2.76687054e-01
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 [  3.79744254e-01   4.28265381e-01  -7.12610754e-02   3.09187284e-01
   -9.28698284e-01  -2.91661614e-01  -5.42257037e-01   1.78688908e-01
    4.17284725e-01   1.80756366e-02]
 [  6.42679780e-02   9.34419630e-02   2.61097066e-01   2.62250475e-01
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   -1.19507233e-01  -2.71029916e-01]
 [  2.47318981e-02  -1.35617946e-01  -1.21728978e-01  -6.15247633e-02
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 [  1.92290656e-02  -4.07706270e-02  -6.39100197e-02  -3.70325526e-02
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 [  5.04105150e-02   1.67383879e-01   2.49842068e-01   9.75604015e-02
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   -1.69504909e-01   1.31402578e-01]
 [  9.95830859e-02   1.22041876e-01   1.14334600e-01   3.06351047e-02
   -2.09060202e-01   4.99630670e-02  -6.58350859e-02  -2.70571332e-01
    5.59799417e-03  -5.96224330e-02]
 [ -2.57142206e-03   1.45687432e-01   8.52408443e-02  -4.14743066e-02
   -2.06054432e-02   1.74160547e-01   4.45852788e-03   1.17599378e-01
   -2.05954399e-02   1.74058073e-01]
 [  2.29626432e-01   1.08903903e-01   2.88335134e-02   7.21121792e-02
    1.71777612e-02  -3.04658906e-02  -2.64446264e-01   1.47677847e-01
   -5.49747072e-02  -2.14059436e-02]
 [  5.64676521e-02   1.01392177e-01   2.05921397e-02   5.39858017e-02
   -4.86991090e-01  -1.30433925e-01  -2.80487192e-01   4.12711084e-02
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 [  6.54832506e-02   4.75595111e-01   1.31495169e-01   4.64182374e-01
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 [  2.05053276e-01   3.00921884e-01   2.34741735e-01   1.08715111e-01
   -6.95758888e-01   9.86549309e-02  -1.56089915e-01   1.58359776e-01
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 [ -9.09510945e-02   2.38703495e-01   2.34317396e-01  -7.47766465e-03
   -1.49964238e-01   1.40492653e-01  -8.45978127e-02  -1.72219680e-02
   -5.07494834e-02   2.73273960e-02]
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   -2.92447282e-01  -1.12937896e-01]
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   -2.12212265e-01   2.87564798e-02]
 [  7.25930109e-03  -4.81951045e-01  -1.29406740e-01  -1.67038146e-01
    3.64925284e-01   2.51048559e-02   2.14499414e-01   1.51624038e-01
   -1.68696855e-01  -2.25589569e-01]
 [  4.11298509e-03  -4.42130367e-01  -2.00355683e-01  -1.91309346e-01
   -6.49999833e-01   1.45929837e-02   3.22149258e-01  -1.71960516e-01
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 [ -7.82252495e-02  -6.58168791e-02   2.81057122e-01   6.70689863e-02
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   -6.03690834e-02   9.85091450e-04]
 [ -2.94930805e-01  -2.58782464e-02   3.29420156e-02   4.51741389e-02
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   -2.87683115e-02   1.30796847e-01]
 [  1.74915478e-01  -6.66780734e-02  -2.18672443e-01  -1.21264159e-02
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    4.09374645e-02  -1.35586226e-01]
 [  2.58441908e-01  -2.31644661e-01   8.31551381e-02   5.19074219e-02
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    1.64406947e-01  -1.02956344e-01]
 [ -8.36279271e-02  -1.00335040e-01   1.27928891e-01   1.30655772e-01
    2.63331095e-02  -1.25179863e-01   1.83754114e-01  -7.87091985e-02
    1.89126862e-01   2.52573322e-02]
 [ -1.38795633e-01  -3.16435355e-01   1.41116694e-01  -5.14097913e-01
   -7.02271021e-01   1.90932746e-01   2.62705375e-01  -1.38665796e-01
   -1.22731375e-01   7.09336134e-02]]
[[ 0.61046337]
 [ 1.97348124]
 [ 0.21282306]
 [ 0.94886969]
 [-3.0389064 ]
 [-0.38681351]
 [-1.96826937]
 [ 0.0427762 ]
 [ 0.65002631]
 [ 0.83236059]]
Progress: 82.2% ... Training loss: 0.232 ... Validation loss: 0.407[[  2.41504099e-01   6.55570896e-01  -7.45533380e-02   1.83431190e-01
   -1.15800911e-01  -1.04608024e-01  -1.39957315e-01   1.20792750e-01
    2.79890540e-02   3.43717231e-01]
 [  9.43963173e-03   1.02512993e-01  -2.06088153e-02   4.57633636e-02
    4.65961110e-02  -6.21111336e-03   3.47978725e-01   4.00443985e-02
    1.45879832e-01  -2.64344358e-02]
 [  2.26578982e-01   5.00731724e-01   6.26132373e-03  -7.16365659e-02
    9.00700007e-01  -2.96343721e-02  -1.19191778e+00  -4.52537890e-02
    8.04802522e-02   3.30605453e-01]
 [  6.51609628e-03  -4.94863704e-01  -2.02448712e-01   2.24519220e-01
   -2.77039919e-01   1.67446668e-01   3.62228767e-01   5.87091512e-02
    9.24820975e-02   2.90621095e-01]
 [ -6.64840807e-02  -2.77543353e-02  -1.44474451e-01   4.31576468e-02
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   -1.96041831e-01  -9.23773569e-02]
 [ -3.93313953e-01  -6.89260593e-01  -3.04915506e-01   1.30896341e-01
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   -4.56349911e-02  -5.63746312e-02]
 [ -2.70563395e-02  -4.52798006e-01   1.85914637e-03   4.30655967e-02
   -2.52250439e-01  -6.41772681e-02   1.82645218e-01  -1.97180078e-01
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 [  9.50630426e-02  -5.12960718e-01   2.10268589e-02  -1.07343328e-01
   -3.59497745e-01  -4.19705374e-02   1.14292040e-01   1.09813020e-01
    6.26660823e-02  -2.97960073e-02]
 [ -1.78715679e-01  -2.50128878e-01  -3.00402623e-01  -2.41773810e-02
   -2.41510429e-01   6.42496757e-02  -3.21509205e-03  -3.16232309e-02
    2.83442899e-01  -1.32174260e-01]
 [  1.41166000e-02  -5.94530288e-01   5.64858433e-02  -1.40322724e-01
   -5.74762964e-01  -9.91054685e-02   1.78542498e-01  -1.25240341e-01
   -3.52060815e-02   1.79814130e-02]
 [ -7.01903837e-02  -2.97078080e-01   1.12501829e-02  -1.17477887e-01
   -3.70325748e-01  -5.67285287e-03   2.85405666e-01  -1.02810712e-01
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[[ 0.61322304]
 [ 1.97414552]
 [ 0.21448367]
 [ 0.9486968 ]
 [-3.03731722]
 [-0.38382317]
 [-1.96622423]
 [ 0.04431907]
 [ 0.65172006]
 [ 0.83386635]]
Progress: 82.2% ... Training loss: 0.232 ... Validation loss: 0.406[[  2.41081057e-01   6.54298380e-01  -7.48626412e-02   1.81763841e-01
   -1.12162062e-01  -1.04155906e-01  -1.39414878e-01   1.20721281e-01
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 [  8.98449226e-03   1.01296801e-01  -2.07950103e-02   4.49207596e-02
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    1.45336436e-01  -2.71137162e-02]
 [  2.23953766e-01   4.93408747e-01   5.01350820e-03  -7.74162159e-02
    9.13928524e-01  -2.77761725e-02  -1.18912168e+00  -4.55132499e-02
    7.69908389e-02   3.26430071e-01]
 [  4.65573742e-03  -4.99963091e-01  -2.03064591e-01   2.22023946e-01
   -2.73462149e-01   1.68804727e-01   3.69684980e-01   5.85875377e-02
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   -4.43284499e-02  -5.49163491e-02]
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   -1.80866492e-01  -2.19504363e-01]
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   -2.20468957e-02  -4.82413268e-02]
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   -1.71808265e-01  -3.72981157e-01]
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   -7.09633816e-02   9.15887973e-02]
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   -8.84350797e-02  -1.30845113e-01]
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   -5.93801018e-02   2.27157664e-03]
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 [  2.58741137e-01  -2.32182214e-01   8.32436548e-02   5.24327718e-02
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 [ -8.47079220e-02  -1.03415598e-01   1.27552785e-01   1.28958171e-01
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    1.87964141e-01   2.37530729e-02]
 [ -1.36516939e-01  -3.09833713e-01   1.41894849e-01  -5.11035249e-01
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   -1.20333601e-01   7.39366139e-02]]
[[ 0.60764299]
 [ 1.96978105]
 [ 0.21456611]
 [ 0.94623427]
 [-3.04239782]
 [-0.3843927 ]
 [-1.96420827]
 [ 0.03983054]
 [ 0.64736315]
 [ 0.82970767]]
Progress: 82.3% ... Training loss: 0.231 ... Validation loss: 0.408[[  2.43677169e-01   6.62986071e-01  -7.39243134e-02   1.85857324e-01
   -1.20343306e-01  -1.05805848e-01  -1.45713585e-01   1.20886191e-01
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 [  2.25823224e-01   4.99087271e-01   5.65387333e-03  -7.46196791e-02
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    7.90416910e-02   3.28577581e-01]
 [  4.34557116e-03  -5.01620233e-01  -2.03125803e-01   2.21641723e-01
   -2.74138520e-01   1.69002950e-01   3.70257524e-01   5.85685908e-02
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   -1.95572730e-01  -9.20589574e-02]
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   -4.45891926e-02  -5.51910134e-02]
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   -1.81312554e-01  -2.20101603e-01]
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   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
    8.11200475e-02   1.66872721e-01]
 [ -2.91501239e-01  -3.37994946e-01   9.20152976e-02   2.01922511e-01
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   -2.93041779e-01  -1.17533558e-01]
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   -9.87117784e-02  -1.31026396e-02]
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   -1.71642891e-01  -3.72797238e-01]
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 [  6.48999783e-02   9.46769900e-02   2.61318920e-01   2.63138810e-01
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   -1.68957586e-01  -2.25923306e-01]
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   -6.55610274e-01   1.41127621e-02   3.18341776e-01  -1.71921971e-01
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 [ -7.63629276e-02  -6.18925562e-02   2.81748867e-01   7.01388994e-02
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   -5.83781109e-02   3.47133690e-03]
 [ -2.95264591e-01  -2.68435063e-02   3.27864499e-02   4.44211944e-02
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   -2.92720730e-02   1.30251357e-01]
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    4.02136738e-02  -1.36483079e-01]
 [  2.59566590e-01  -2.29993425e-01   8.35474306e-02   5.37704997e-02
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    1.65587898e-01  -1.01377747e-01]
 [ -8.46794500e-02  -1.03641851e-01   1.27563561e-01   1.28982324e-01
    2.97992966e-02  -1.24508036e-01   1.86006642e-01  -7.87875490e-02
    1.87958136e-01   2.37753949e-02]
 [ -1.36078362e-01  -3.08801404e-01   1.42036091e-01  -5.10338990e-01
   -7.13908185e-01   1.89225746e-01   2.57269974e-01  -1.38485902e-01
   -1.19795952e-01   7.45527246e-02]]
[[ 0.622467  ]
 [ 1.98130781]
 [ 0.22860259]
 [ 0.95939604]
 [-3.03342752]
 [-0.37143635]
 [-1.95237278]
 [ 0.05117731]
 [ 0.66306194]
 [ 0.84462379]]
Progress: 82.3% ... Training loss: 0.236 ... Validation loss: 0.410[[  2.40286032e-01   6.54417921e-01  -7.52271874e-02   1.80271825e-01
   -1.08495309e-01  -1.03586693e-01  -1.34952693e-01   1.20608480e-01
    2.61451872e-02   3.41949277e-01]
 [  9.04001539e-03   1.01238785e-01  -2.07705513e-02   4.50492718e-02
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    1.45417645e-01  -2.70304117e-02]
 [  2.25305440e-01   4.97288635e-01   5.41836445e-03  -7.54125992e-02
    9.07410145e-01  -2.85940735e-02  -1.18958670e+00  -4.54254917e-02
    7.86252483e-02   3.28325713e-01]
 [  1.44652453e-03  -5.09846299e-01  -2.04163660e-01   2.17108527e-01
   -2.65370694e-01   1.70711427e-01   3.77521357e-01   5.83200078e-02
    8.67122883e-02   2.84983937e-01]
 [ -6.70186082e-02  -2.39972880e-02  -1.44610229e-01   4.30777345e-02
   -1.61132833e-01  -1.84729521e-01   1.97432441e-01  -1.14043288e-01
   -1.96257096e-01  -9.31475506e-02]
 [ -3.92223583e-01  -6.87260167e-01  -3.04526356e-01   1.32326855e-01
   -4.13576855e-01   3.45165417e-02   4.03089918e-01  -4.29876529e-02
   -4.45784998e-02  -5.51070567e-02]
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   -2.62655443e-01  -6.51033782e-02   1.78585712e-01  -1.97099434e-01
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   -3.50243026e-01  -4.02739319e-02   1.22256372e-01   1.09559065e-01
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   -2.42459729e-01   6.41630077e-02  -4.61089240e-03  -3.16006902e-02
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   -3.38939067e-02   1.98868609e-02]
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   -6.01618360e-02   1.09382826e-01   3.16109183e-01  -1.95468214e-02
   -1.81680632e-01  -2.20590309e-01]
 [ -1.61371187e-01  -6.18334083e-04   6.00812458e-02   1.56631477e-02
   -1.65177188e-01  -2.17421482e-01  -1.70797257e-01  -1.97592223e-01
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 [ -2.91843255e-01  -3.38630681e-01   9.18508677e-02   2.01259664e-01
   -1.90228855e-01  -6.03826289e-02   1.12904727e-01  -2.63244136e-01
   -2.93473414e-01  -1.18092617e-01]
 [  8.18117569e-02  -2.67489218e-01  -2.99097127e-02   8.45166292e-02
   -6.95217021e-02  -8.32967486e-02   3.21149862e-01  -4.71642929e-04
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 [  2.63639871e-02  -1.68421868e-01  -2.15195112e-01   1.21270976e-01
   -5.44967541e-02   8.17396378e-02  -1.71016448e-03  -2.14519609e-02
   -9.90629863e-02  -1.35549805e-02]
 [ -1.23480040e-01  -1.24548215e-01  -2.01985438e-01   1.50871549e-01
   -6.49725158e-02   1.34648630e-01  -2.68290391e-02  -2.52186557e-01
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 [ -5.34812062e-02  -1.23734440e-01   2.80742625e-01   1.18617209e-01
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 [  6.94907570e-02  -6.53814855e-02   8.70317480e-02   8.00549674e-02
   -1.13061804e-01  -1.60453039e-02   1.31576176e-01   1.18327977e-01
   -2.35653960e-02  -4.99209293e-02]
 [  6.00727421e-04  -2.64606841e-01  -3.00919994e-01  -8.00940007e-02
   -6.41563106e-02  -8.60363195e-02   1.50027740e-02   1.59316408e-01
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 [  6.03110069e-02  -8.73800959e-02  -1.09860299e-01   6.94711322e-02
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   -1.40511596e-01  -3.73640627e-02]
 [  2.52329953e-02   3.82455764e-02   1.31097894e-01   1.47755635e-01
   -6.08108223e-02   9.34881615e-02  -4.53858978e-02  -4.08405730e-02
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 [ -2.20092296e-02  -2.22056641e-01  -7.26785188e-02  -1.13742961e-01
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   -1.72069629e-01  -3.73333881e-01]
 [ -1.48968467e-02  -5.53108210e-01  -3.20780448e-02  -7.33597290e-02
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    3.08798988e-02  -3.92325378e-01]
 [  1.60558060e-02  -6.11794680e-01  -4.38979854e-02  -1.01561791e-01
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   -3.61506794e-01  -2.14558820e-01]
 [ -1.77206092e-01  -7.14286890e-01  -1.23538149e-02  -2.07536555e-01
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   -7.09329808e-02   9.17137843e-02]
 [ -3.06161971e-01  -5.56074935e-01   5.40614744e-02  -4.75101285e-02
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   -8.84029418e-02  -1.30752506e-01]
 [ -2.22741693e-01  -4.19072564e-01   2.46587384e-01  -2.58165534e-01
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   -2.70691569e-01  -3.72234370e-02]
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   -4.00399444e-02  -1.51719073e-01]
 [  6.49827711e-02   2.59971605e-01   1.47699667e-01  -1.50030801e-01
   -1.78350073e-01   7.29561145e-02  -1.29632876e-01   2.76617225e-01
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 [  3.79469757e-01   4.26347240e-01  -7.14588902e-02   3.07883766e-01
   -9.27813449e-01  -2.91255505e-01  -5.41914719e-01   1.78658064e-01
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 [  6.41644112e-02   9.27931360e-02   2.61052289e-01   2.61963744e-01
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   -1.19621485e-01  -2.71242205e-01]
 [  2.47530943e-02  -1.35903227e-01  -1.21741360e-01  -6.15685291e-02
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 [  2.03538299e-02  -3.68120633e-02  -6.35199988e-02  -3.54475797e-02
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 [  5.07289784e-02   1.68711194e-01   2.49962960e-01   9.81820755e-02
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   -1.69160974e-01   1.31966285e-01]
 [  1.00064126e-01   1.23034718e-01   1.14493207e-01   3.13276334e-02
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 [ -3.37895662e-03   1.42843726e-01   8.49251800e-02  -4.29980669e-02
   -1.71721480e-02   1.74644192e-01   6.75087925e-03   1.17536390e-01
   -2.14738646e-02   1.72864087e-01]
 [  2.30470926e-01   1.11754383e-01   2.90928638e-02   7.32591054e-02
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   -5.40272829e-02  -2.01709994e-02]
 [  5.72137671e-02   1.04024262e-01   2.08376539e-02   5.51388080e-02
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 [  6.46458208e-02   4.73941787e-01   1.31182085e-01   4.62886695e-01
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 [  1.54816613e-01   4.45836212e-01   6.35790758e-02   4.13257781e-01
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 [  2.06073777e-01   3.04694531e-01   2.35128286e-01   1.10467619e-01
   -7.01159061e-01   9.79653653e-02  -1.59042530e-01   1.58436069e-01
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 [ -9.09961089e-02   2.39090678e-01   2.34286077e-01  -7.53152604e-03
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   -5.08235788e-02   2.70900702e-02]
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   -2.92590587e-01  -1.13043328e-01]
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   -2.12162401e-01   2.88375708e-02]
 [  7.12580151e-03  -4.82591506e-01  -1.29455197e-01  -1.67254137e-01
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   -1.68838214e-01  -2.25778547e-01]
 [  3.94822967e-03  -4.40914143e-01  -2.00475778e-01  -1.91775798e-01
   -6.56390520e-01   1.48083768e-02   3.20399319e-01  -1.72010669e-01
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 [ -7.78324832e-02  -6.65625150e-02   2.81204457e-01   6.79068081e-02
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   -5.99417450e-02   1.63325011e-03]
 [ -2.95333676e-01  -2.69619314e-02   3.27539673e-02   4.43031507e-02
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   -2.93361648e-02   1.29960554e-01]
 [  1.74995876e-01  -6.71944619e-02  -2.18704333e-01  -1.22243890e-02
    1.31113063e-01  -3.23081615e-01   4.46307550e-02  -1.63010889e-01
    4.08953887e-02  -1.35461959e-01]
 [  2.58932638e-01  -2.31635782e-01   8.32902563e-02   5.26979245e-02
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    1.64870074e-01  -1.02284632e-01]
 [ -8.37595915e-02  -1.01763789e-01   1.27917479e-01   1.30121997e-01
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    1.88766983e-01   2.48958149e-02]
 [ -1.38002246e-01  -3.13754437e-01   1.41296802e-01  -5.13290992e-01
   -7.10151878e-01   1.90395696e-01   2.63823275e-01  -1.38640618e-01
   -1.21857831e-01   7.24904865e-02]]
[[ 0.61063121]
 [ 1.97603468]
 [ 0.21545138]
 [ 0.94805821]
 [-3.0395941 ]
 [-0.38521312]
 [-1.96869292]
 [ 0.04150454]
 [ 0.65188301]
 [ 0.83026762]]
Progress: 82.4% ... Training loss: 0.230 ... Validation loss: 0.406[[  2.37890568e-01   6.46877002e-01  -7.61361402e-02   1.76298800e-01
   -9.74308987e-02  -1.01981295e-01  -1.27966715e-01   1.20423058e-01
    2.34713410e-02   3.38850127e-01]
 [  8.88299046e-03   1.00884957e-01  -2.08328423e-02   4.47872008e-02
    4.91622307e-02  -5.90208752e-03   3.49035292e-01   3.99966719e-02
    1.45255942e-01  -2.72631918e-02]
 [  2.22487598e-01   4.87052812e-01   4.28532152e-03  -7.99734555e-02
    9.22911715e-01  -2.67648031e-02  -1.18472227e+00  -4.56463610e-02
    7.53212311e-02   3.24683657e-01]
 [  1.05680245e-03  -5.11157580e-01  -2.04244715e-01   2.16618385e-01
   -2.64816263e-01   1.71106430e-01   3.79678301e-01   5.82998240e-02
    8.61480839e-02   2.84540199e-01]
 [ -6.72246156e-02  -2.26247690e-02  -1.44691203e-01   4.25877610e-02
   -1.63041115e-01  -1.84598777e-01   1.95911189e-01  -1.14064600e-01
   -1.96400162e-01  -9.34742460e-02]
 [ -3.91709571e-01  -6.86949833e-01  -3.04354052e-01   1.33042723e-01
   -4.14389477e-01   3.41599987e-02   4.02669414e-01  -4.29514842e-02
   -4.40045946e-02  -5.44313812e-02]
 [ -2.62901708e-02  -4.50955459e-01   2.10679773e-03   4.43234660e-02
   -2.60887654e-01  -6.46015929e-02   1.80812362e-01  -1.97163220e-01
    1.81417433e-01   3.78245525e-02]
 [  9.05781601e-02  -5.28532222e-01   1.91276139e-02  -1.15458442e-01
   -3.40376220e-01  -3.89982283e-02   1.26032339e-01   1.09412752e-01
    5.72242365e-02  -3.60653563e-02]
 [ -1.79298514e-01  -2.51498257e-01  -3.00557167e-01  -2.50362607e-02
   -2.41992562e-01   6.47088825e-02  -3.10130840e-03  -3.16596664e-02
    2.82797432e-01  -1.32971150e-01]
 [  1.29590932e-02  -6.00341201e-01   5.57696298e-02  -1.43513366e-01
   -5.68731110e-01  -9.81629750e-02   1.82473963e-01  -1.25401180e-01
   -3.69506548e-02   1.62526682e-02]
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 [ -1.38357463e-01  -3.15094746e-01   1.41142040e-01  -5.13797796e-01
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[[ 0.59622482]
 [ 1.96618577]
 [ 0.20483756]
 [ 0.93699581]
 [-3.04770326]
 [-0.39334937]
 [-1.97645721]
 [ 0.03019523]
 [ 0.63856735]
 [ 0.81518858]]
Progress: 82.5% ... Training loss: 0.240 ... Validation loss: 0.416[[  2.35952277e-01   6.40693307e-01  -7.68944372e-02   1.72810999e-01
   -8.89505753e-02  -1.00491653e-01  -1.23746005e-01   1.20303288e-01
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 [  8.92884900e-03   1.00752572e-01  -2.08274297e-02   4.48391578e-02
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 [  2.22586035e-01   4.86032283e-01   4.18690440e-03  -8.04756732e-02
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    7.52103902e-02   3.24902216e-01]
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   -2.61515689e-01   1.71112150e-01   3.80123982e-01   5.82966694e-02
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 [ -6.53906637e-02  -1.54218508e-02  -1.44025024e-01   4.57793605e-02
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   -4.38159655e-02  -5.42369981e-02]
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   -1.82269105e-01  -2.21219734e-01]
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   -2.93591190e-01  -1.18309879e-01]
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   -9.92446345e-02  -1.38002557e-02]
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   -2.36845576e-02  -4.99461959e-02]
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   -1.72507552e-01  -3.73925396e-01]
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    3.13272347e-02  -3.91862335e-01]
 [  1.60523733e-02  -6.12180634e-01  -4.39056002e-02  -1.01593034e-01
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   -3.61516880e-01  -2.14536850e-01]
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   -7.10463809e-02   9.16098525e-02]
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 [  3.38451225e-03  -4.41332215e-01  -2.00622017e-01  -1.92652493e-01
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 [ -2.95192438e-01  -2.76718520e-02   3.27967820e-02   4.44638864e-02
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 [ -8.35589799e-02  -1.01855567e-01   1.27975953e-01   1.30325187e-01
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    1.88923293e-01   2.50861228e-02]
 [ -1.38913335e-01  -3.17466679e-01   1.40907749e-01  -5.14809660e-01
   -7.06500414e-01   1.91109227e-01   2.65111048e-01  -1.38707637e-01
   -1.23016504e-01   7.14518821e-02]]
[[ 0.59844954]
 [ 1.96541858]
 [ 0.20937736]
 [ 0.94116566]
 [-3.04235616]
 [-0.38847555]
 [-1.9687075 ]
 [ 0.03260026]
 [ 0.64200453]
 [ 0.81650432]]
Progress: 82.5% ... Training loss: 0.236 ... Validation loss: 0.414[[  2.39623054e-01   6.54369965e-01  -7.54797434e-02   1.79090464e-01
   -1.08572860e-01  -1.03051536e-01  -1.34900755e-01   1.20522627e-01
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 [  8.92884900e-03   1.00752572e-01  -2.08274297e-02   4.48391578e-02
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    1.45414799e-01  -2.71829982e-02]
 [  2.26370696e-01   4.97989893e-01   5.60237808e-03  -7.39524782e-02
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    7.94119696e-02   3.29723308e-01]
 [  3.44357544e-03  -5.09803024e-01  -2.03521763e-01   2.19957815e-01
   -2.70147424e-01   1.69644106e-01   3.75128619e-01   5.84190788e-02
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   -1.93340626e-01  -9.02642516e-02]
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   -4.31777067e-02  -5.34399994e-02]
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   -1.81349390e-01  -2.20093754e-01]
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 [  1.59616257e-02  -6.12561839e-01  -4.39361383e-02  -1.01722861e-01
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 [ -7.64631586e-02  -6.44698586e-02   2.81663192e-01   7.00290344e-02
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   -5.83829926e-02   3.56624293e-03]
 [ -2.94038842e-01  -2.44959120e-02   3.32009115e-02   4.61962616e-02
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   -2.79681589e-02   1.31583328e-01]
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 [  2.60491954e-01  -2.29968822e-01   8.38124078e-02   5.50599143e-02
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    1.66317523e-01  -1.00430669e-01]
 [ -8.27773884e-02  -9.98887298e-02   1.28250680e-01   1.31534968e-01
    2.50600186e-02  -1.25682003e-01   1.81398339e-01  -7.86600333e-02
    1.89658722e-01   2.59810424e-02]
 [ -1.38180823e-01  -3.14992389e-01   1.41154293e-01  -5.13706390e-01
   -7.09529291e-01   1.90614907e-01   2.62767442e-01  -1.38667549e-01
   -1.22188426e-01   7.23199591e-02]]
[[ 0.62210361]
 [ 1.98156673]
 [ 0.22898305]
 [ 0.96209266]
 [-3.03042326]
 [-0.36937002]
 [-1.95159725]
 [ 0.05396938]
 [ 0.66505594]
 [ 0.84183482]]
Progress: 82.5% ... Training loss: 0.236 ... Validation loss: 0.408[[  2.38460153e-01   6.52805042e-01  -7.59929947e-02   1.77119817e-01
   -1.02880465e-01  -1.02211731e-01  -1.32240689e-01   1.20412564e-01
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 [  8.36324817e-03   9.88931349e-02  -2.10241069e-02   4.39738560e-02
    4.99860920e-02  -5.60715625e-03   3.51219573e-01   3.99459895e-02
    1.44968293e-01  -2.79499850e-02]
 [  2.24096754e-01   4.90907152e-01   4.74820870e-03  -7.73134411e-02
    9.15240631e-01  -2.78380321e-02  -1.19187478e+00  -4.56470341e-02
    7.69628685e-02   3.26626637e-01]
 [  2.34939363e-03  -5.10600023e-01  -2.03939485e-01   2.18193598e-01
   -2.65386064e-01   1.70324802e-01   3.78738963e-01   5.83274421e-02
    8.72544333e-02   2.86177516e-01]
 [ -6.34298652e-02  -1.01023841e-02  -1.43407876e-01   4.86081662e-02
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   -1.92406295e-01  -8.89306527e-02]
 [ -3.90538904e-01  -6.84395584e-01  -3.04010293e-01   1.34654912e-01
   -4.19125225e-01   3.34561776e-02   3.99291297e-01  -4.28843917e-02
   -4.28539144e-02  -5.31548836e-02]
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 [  1.45194553e-02  -5.95228315e-01   5.62987019e-02  -1.41004808e-01
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   -3.48521159e-02   1.81932284e-02]
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   -1.81402729e-01  -2.20197854e-01]
 [ -1.61503752e-01  -7.67902094e-04   6.00309324e-02   1.54460370e-02
   -1.65028924e-01  -2.17323596e-01  -1.70660621e-01  -1.97602768e-01
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 [ -2.92422451e-01  -3.40173408e-01   9.16362267e-02   2.00345233e-01
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   -2.94126445e-01  -1.18980835e-01]
 [  8.27814123e-02  -2.65567377e-01  -2.95617335e-02   8.60395919e-02
   -7.26874508e-02  -8.39029725e-02   3.19117649e-01  -4.11002756e-04
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 [  2.69659412e-02  -1.66942517e-01  -2.15038641e-01   1.21911725e-01
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   -9.84820931e-02  -1.29005938e-02]
 [ -1.23268001e-01  -1.23874005e-01  -2.01913370e-01   1.51157091e-01
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 [ -5.35471834e-02  -1.24710617e-01   2.80736975e-01   1.18513724e-01
   -3.13718322e-02  -7.12915379e-02  -8.02448974e-02   1.20640364e-01
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 [  6.87536430e-02  -6.77512586e-02   8.67023901e-02   7.86004897e-02
   -1.09913830e-01  -1.55448644e-02   1.31928029e-01   1.18244010e-01
   -2.45858027e-02  -5.10857966e-02]
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   -5.91380537e-02  -8.51770803e-02   1.65128507e-02   1.59200434e-01
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 [  6.10349979e-02  -8.48162240e-02  -1.09537304e-01   7.09779004e-02
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   -1.39542639e-01  -3.60946659e-02]
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   -1.46261457e-02   3.16953955e-02]
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   -1.72504206e-01  -3.73920297e-01]
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    3.10815439e-02  -3.92187025e-01]
 [  1.56013917e-02  -6.13447484e-01  -4.40661731e-02  -1.02270932e-01
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   -3.61994678e-01  -2.15105555e-01]
 [ -1.77407047e-01  -7.14944771e-01  -1.24224197e-02  -2.07800271e-01
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   -7.11216913e-02   9.15335906e-02]
 [ -3.05645785e-01  -5.55448019e-01   5.42309899e-02  -4.66700933e-02
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   -8.78454851e-02  -1.29951347e-01]
 [ -2.23079792e-01  -4.20092056e-01   2.46479068e-01  -2.58613867e-01
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   -2.70981670e-01  -3.75380918e-02]
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   -4.06393348e-02  -1.52469265e-01]
 [  6.43483410e-02   2.58560255e-01   1.47407057e-01  -1.51095372e-01
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 [  3.78744027e-01   4.23075652e-01  -7.18207388e-02   3.06161443e-01
   -9.23646415e-01  -2.90638625e-01  -5.41059825e-01   1.78601001e-01
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 [  6.39321236e-02   9.19163962e-02   2.60954609e-01   2.61527826e-01
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   -1.19891578e-01  -2.71616476e-01]
 [  2.45783378e-02  -1.37340812e-01  -1.21822853e-01  -6.19288631e-02
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 [  2.04455753e-02  -3.69566371e-02  -6.35260681e-02  -3.54943761e-02
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    5.06223354e-02   1.93139831e-02]
 [  5.04950380e-02   1.67221746e-01   2.49871267e-01   9.76306574e-02
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   -1.69517172e-01   1.31610637e-01]
 [  1.00405974e-01   1.24221999e-01   1.14618038e-01   3.18123386e-02
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    6.39072181e-03  -5.87393908e-02]
 [ -3.37290156e-03   1.43096887e-01   8.49338280e-02  -4.30792193e-02
   -1.60913508e-02   1.74645600e-01   5.79223674e-03   1.17537817e-01
   -2.14961295e-02   1.72866874e-01]
 [  2.32201515e-01   1.16708639e-01   2.97144238e-02   7.59375934e-02
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   -5.21194110e-02  -1.77611955e-02]
 [  5.83903055e-02   1.07609477e-01   2.12297874e-02   5.69206368e-02
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 [  6.31817547e-02   4.69943057e-01   1.30728267e-01   4.60900916e-01
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 [  2.06695573e-01   3.07902612e-01   2.35380456e-01   1.12055310e-01
   -7.07276627e-01   9.73270250e-02  -1.61113259e-01   1.58445649e-01
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 [ -9.10681181e-02   2.39518716e-01   2.34269404e-01  -7.60446043e-03
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   -5.08590393e-02   2.70333312e-02]
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   -2.91811270e-01  -1.12146573e-01]
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   -2.11546397e-01   2.95948277e-02]
 [  7.49953118e-03  -4.82156374e-01  -1.29322361e-01  -1.66685570e-01
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   -1.68421247e-01  -2.25290292e-01]
 [  3.13377434e-03  -4.40596390e-01  -2.00733437e-01  -1.93094423e-01
   -6.59636319e-01   1.54289627e-02   3.21560413e-01  -1.72092048e-01
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 [ -7.62262961e-02  -6.38105629e-02   2.81763340e-01   7.04765123e-02
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   -5.81006249e-02   3.87303413e-03]
 [ -2.94509601e-01  -2.60477599e-02   3.30000555e-02   4.53310574e-02
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   -2.84416093e-02   1.30936340e-01]
 [  1.74480558e-01  -6.94940010e-02  -2.18833544e-01  -1.26911648e-02
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    4.05077426e-02  -1.35945060e-01]
 [  2.58869664e-01  -2.34702597e-01   8.31930851e-02   5.25153496e-02
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    1.64766845e-01  -1.02675217e-01]
 [ -8.36875821e-02  -1.02166570e-01   1.27915619e-01   1.30185072e-01
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    1.88789351e-01   2.47481145e-02]
 [ -1.39767010e-01  -3.18811444e-01   1.40567514e-01  -5.16139584e-01
   -7.07025377e-01   1.91540273e-01   2.66057781e-01  -1.38807713e-01
   -1.23831073e-01   7.01974613e-02]]
[[ 0.60500185]
 [ 1.97161666]
 [ 0.21258812]
 [ 0.94727437]
 [-3.0411409 ]
 [-0.38466557]
 [-1.9670686 ]
 [ 0.03867713]
 [ 0.64566787]
 [ 0.82468688]]
Progress: 82.6% ... Training loss: 0.231 ... Validation loss: 0.408[[  2.39792879e-01   6.57772232e-01  -7.54639437e-02   1.79275183e-01
   -1.06035542e-01  -1.03070282e-01  -1.36062130e-01   1.20507007e-01
    2.56478632e-02   3.41276767e-01]
 [  8.34102127e-03   9.88458699e-02  -2.10334066e-02   4.39330235e-02
    5.00478729e-02  -5.59092405e-03   3.51241516e-01   3.99443847e-02
    1.44943452e-01  -2.79801637e-02]
 [  2.25201051e-01   4.94539729e-01   5.10070964e-03  -7.56122890e-02
    9.09508913e-01  -2.86001442e-02  -1.19500529e+00  -4.55804135e-02
    7.80831884e-02   3.28000942e-01]
 [  2.60393681e-03  -5.09975587e-01  -2.03823432e-01   2.19092803e-01
   -2.68237481e-01   1.70154840e-01   3.77513762e-01   5.83464297e-02
    8.76867765e-02   2.86772512e-01]
 [ -6.42617953e-02  -1.14011872e-02  -1.43632585e-01   4.74413578e-02
   -1.74393498e-01  -1.86591481e-01   1.85285975e-01  -1.13885802e-01
   -1.93304131e-01  -9.00456652e-02]
 [ -3.90949606e-01  -6.85568591e-01  -3.04113840e-01   1.33949168e-01
   -4.19271801e-01   3.37164712e-02   4.00625631e-01  -4.29071784e-02
   -4.32705165e-02  -5.37305504e-02]
 [ -2.39605623e-02  -4.45300197e-01   2.94142709e-03   4.79183326e-02
   -2.76016365e-01  -6.59886441e-02   1.73380902e-01  -1.97056257e-01
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   -3.52049805e-01  -4.04199184e-02   1.19322169e-01   1.09437078e-01
    5.93153105e-02  -3.34452697e-02]
 [ -1.79718731e-01  -2.54307649e-01  -3.00715933e-01  -2.57137249e-02
   -2.41888544e-01   6.47937277e-02  -1.25890699e-03  -3.17330033e-02
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[[ 0.61334501]
 [ 1.97717385]
 [ 0.21989355]
 [ 0.95514913]
 [-3.03567038]
 [-0.37822474]
 [-1.96005328]
 [ 0.04569035]
 [ 0.65393615]
 [ 0.83260803]]
Progress: 82.7% ... Training loss: 0.231 ... Validation loss: 0.405[[  2.37624074e-01   6.50943381e-01  -7.62700681e-02   1.75437888e-01
   -9.62927542e-02  -1.01537645e-01  -1.29545798e-01   1.20324747e-01
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 [  2.23900660e-01   4.90251184e-01   4.52195132e-03  -7.79837347e-02
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 [  2.24808459e-03  -5.10820522e-01  -2.03814814e-01   2.18914892e-01
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   -1.72261074e-01  -3.73637981e-01]
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 [ -8.39384282e-02  -1.02575970e-01   1.27819297e-01   1.29721459e-01
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    1.88493693e-01   2.44434956e-02]
 [ -1.40058628e-01  -3.20679624e-01   1.40476004e-01  -5.16814737e-01
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   -1.24184914e-01   6.97142709e-02]]
[[ 0.60384847]
 [ 1.97190458]
 [ 0.21378342]
 [ 0.95046505]
 [-3.0405922 ]
 [-0.38400616]
 [-1.96310421]
 [ 0.03864376]
 [ 0.64481879]
 [ 0.82405531]]
Progress: 82.7% ... Training loss: 0.232 ... Validation loss: 0.409[[  2.39262507e-01   6.57254306e-01  -7.56720560e-02   1.78082299e-01
   -1.05440769e-01  -1.02619955e-01  -1.33085724e-01   1.20445005e-01
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 [  9.02177610e-03   1.00899320e-01  -2.07932411e-02   4.50395248e-02
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    1.45646577e-01  -2.71079101e-02]
 [  2.26417057e-01   4.97275503e-01   5.49739104e-03  -7.39860851e-02
    9.03910261e-01  -2.91959927e-02  -1.20049956e+00  -4.55303994e-02
    7.92243795e-02   3.29036884e-01]
 [  4.31763808e-03  -5.06886368e-01  -2.03097736e-01   2.22136058e-01
   -2.76156044e-01   1.68876428e-01   3.75524323e-01   5.84635744e-02
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 [ -6.06953152e-02  -1.36442405e-03  -1.42422804e-01   5.28909829e-02
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   -4.37976489e-02  -5.42986272e-02]
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   -1.81608551e-01  -2.20402594e-01]
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   -1.65028924e-01  -2.17323596e-01  -1.70660621e-01  -1.97602768e-01
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   -2.93674899e-01  -1.18411698e-01]
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   -9.94310673e-02  -1.40705535e-02]
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   -1.72297007e-01  -3.73679058e-01]
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   -8.73910796e-02  -1.29350375e-01]
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 [  3.79436149e-01   4.24174195e-01  -7.15424915e-02   3.07089782e-01
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 [  6.51120930e-02   9.48267114e-02   2.61411105e-01   2.63383372e-01
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   -8.10843924e-02   1.24304120e-01   2.34495454e-01   1.77249642e-02
   -2.91650903e-01  -1.11976422e-01]
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   -2.10939472e-01   3.03183086e-02]
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   -1.68684258e-01  -2.25610649e-01]
 [  2.47749022e-03  -4.42795290e-01  -2.01033149e-01  -1.94299519e-01
   -6.61655563e-01   1.58666811e-02   3.22720577e-01  -1.72156287e-01
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 [ -7.32878618e-02  -5.73497534e-02   2.82828393e-01   7.51974787e-02
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   -5.48792142e-02   7.73788881e-03]
 [ -2.93080783e-01  -2.28371439e-02   3.35710484e-02   4.76137835e-02
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   -2.67784369e-02   1.32980964e-01]
 [  1.73794715e-01  -7.21237075e-02  -2.19114612e-01  -1.39080600e-02
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    3.97025848e-02  -1.36884062e-01]
 [  2.59453401e-01  -2.33877566e-01   8.34297284e-02   5.36530182e-02
    9.97676791e-02  -7.13942405e-02   1.21222474e-02  -1.31899528e-01
    1.65327815e-01  -1.01920198e-01]
 [ -8.41767691e-02  -1.03377505e-01   1.27727689e-01   1.29266200e-01
    3.03819314e-02  -1.24785161e-01   1.83765905e-01  -7.87798652e-02
    1.88255755e-01   2.41019084e-02]
 [ -1.39892597e-01  -3.19398632e-01   1.40545959e-01  -5.16707387e-01
   -7.10924550e-01   1.91663700e-01   2.66356093e-01  -1.38825815e-01
   -1.23976788e-01   6.99834311e-02]]
[[ 0.61487633]
 [ 1.97955089]
 [ 0.22238018]
 [ 0.95863347]
 [-3.03179094]
 [-0.3758576 ]
 [-1.95758738]
 [ 0.04780426]
 [ 0.65572109]
 [ 0.83570658]]
Progress: 82.8% ... Training loss: 0.232 ... Validation loss: 0.404[[  2.39514323e-01   6.58684902e-01  -7.54409212e-02   1.78927751e-01
   -1.08186574e-01  -1.02931335e-01  -1.31553943e-01   1.20490504e-01
    2.54877097e-02   3.40714602e-01]
 [  9.02177610e-03   1.00899320e-01  -2.07932411e-02   4.50395248e-02
    4.66772701e-02  -6.02658166e-03   3.49482266e-01   3.99907873e-02
    1.45646577e-01  -2.71079101e-02]
 [  2.27073107e-01   4.99721411e-01   5.78525842e-03  -7.27420837e-02
    8.94167117e-01  -2.95717405e-02  -1.20013973e+00  -4.54687185e-02
    7.99388685e-02   3.29936531e-01]
 [  3.33791913e-03  -5.08402088e-01  -2.03507451e-01   2.20574343e-01
   -2.70873609e-01   1.69556672e-01   3.74984769e-01   5.83752784e-02
    8.85865637e-02   2.88073584e-01]
 [ -6.37527476e-02  -1.02600648e-02  -1.43463614e-01   4.79178366e-02
   -1.71146204e-01  -1.87111648e-01   1.82938352e-01  -1.13858108e-01
   -1.92599693e-01  -8.95602634e-02]
 [ -3.91235319e-01  -6.86916607e-01  -3.04192222e-01   1.33468889e-01
   -4.19017292e-01   3.38426107e-02   4.01796649e-01  -4.29124447e-02
   -4.36078267e-02  -5.41047721e-02]
 [ -2.42538261e-02  -4.47383123e-01   2.87187521e-03   4.73664083e-02
   -2.75616814e-01  -6.58705226e-02   1.74370242e-01  -1.97085543e-01
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 [  9.33213555e-02  -5.21716164e-01   2.01102621e-02  -1.10593323e-01
   -3.60945854e-01  -4.09773144e-02   1.18801971e-01   1.09498798e-01
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 [ -1.79292875e-01  -2.54357766e-01  -3.00526197e-01  -2.50266988e-02
   -2.42926833e-01   6.44938146e-02  -8.73274097e-04  -3.17048524e-02
    2.83040524e-01  -1.32833900e-01]
 [  1.64880177e-02  -5.90476980e-01   5.71234067e-02  -1.38020513e-01
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   -3.26728856e-02   2.08078743e-02]
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   -3.76816373e-01  -7.13580079e-03   2.84121429e-01  -1.02817562e-01
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   -6.91010415e-02   1.09626308e-01   3.17323575e-01  -1.95953509e-02
   -1.82103695e-01  -2.21062663e-01]
 [ -1.61503752e-01  -7.67902094e-04   6.00309324e-02   1.54460370e-02
   -1.65028924e-01  -2.17323596e-01  -1.70660621e-01  -1.97602768e-01
    8.09428740e-02   1.66642627e-01]
 [ -2.91285195e-01  -3.37461261e-01   9.21094992e-02   2.02261016e-01
   -1.91349264e-01  -6.08477455e-02   1.12103627e-01  -2.63191391e-01
   -2.92753895e-01  -1.17309106e-01]
 [  8.22159057e-02  -2.66769414e-01  -2.97672679e-02   8.50415169e-02
   -7.27883945e-02  -8.35183108e-02   3.19444273e-01  -4.53083624e-04
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 [  2.58417220e-02  -1.70775071e-01  -2.15425221e-01   1.20095858e-01
   -5.55637487e-02   8.20507624e-02   1.71796934e-04  -2.14896822e-02
   -9.97132397e-02  -1.44096906e-02]
 [ -1.23029884e-01  -1.23992134e-01  -2.01821364e-01   1.51429325e-01
   -6.68264334e-02   1.34363307e-01  -2.85170484e-02  -2.52184806e-01
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 [ -5.40695436e-02  -1.27114667e-01   2.80593188e-01   1.17730757e-01
   -2.98963717e-02  -7.09960174e-02  -7.87963099e-02   1.20591862e-01
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 [  6.98449225e-02  -6.48824043e-02   8.70340329e-02   7.99906465e-02
   -1.15049024e-01  -1.62009030e-02   1.27690890e-01   1.18310243e-01
   -2.35435351e-02  -4.97591929e-02]
 [  1.87752744e-03  -2.63316803e-01  -3.00476312e-01  -7.78053534e-02
   -7.32397250e-02  -8.69205442e-02   1.05487257e-02   1.59396269e-01
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 [  6.09555878e-02  -8.67276239e-02  -1.09613460e-01   7.07240863e-02
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   -1.39742722e-01  -3.64527224e-02]
 [  2.49153073e-02   3.85881049e-02   1.30985372e-01   1.47751678e-01
   -6.11863043e-02   9.34771721e-02  -4.42244542e-02  -4.09319390e-02
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 [  1.02735573e-01   5.86978960e-02  -4.61568550e-02  -1.15370690e-01
   -1.54948315e-01  -3.25313085e-01   1.54961265e-01   6.74591740e-03
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   -1.40564826e-01  -2.00169280e-01   2.35383301e-02  -2.20026681e-02
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   -3.91173862e-01  -4.08697862e-04   7.97417258e-02  -2.65246565e-02
   -1.39465085e-02   3.25210468e-02]
 [ -2.21731502e-02  -2.23764601e-01  -7.27532298e-02  -1.14037462e-01
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   -1.72270660e-01  -3.73673871e-01]
 [ -1.42078257e-02  -5.53171824e-01  -3.18666860e-02  -7.22740835e-02
    6.54234624e-01   9.85949733e-02   6.36861564e-01   9.10649690e-02
    3.16398865e-02  -3.91519896e-01]
 [  1.52385610e-02  -6.14715460e-01  -4.42168304e-02  -1.02913467e-01
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   -3.62407710e-01  -2.15550184e-01]
 [ -1.77393251e-01  -7.15530157e-01  -1.24201001e-02  -2.07792280e-01
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   -7.10963982e-02   9.16281982e-02]
 [ -3.05546510e-01  -5.55563469e-01   5.42862740e-02  -4.63685729e-02
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   -8.76700058e-02  -1.29677753e-01]
 [ -2.23495641e-01  -4.20704544e-01   2.46334432e-01  -2.59245293e-01
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   -2.71400702e-01  -3.80128870e-02]
 [ -1.60297552e-01  -3.04179186e-01  -1.91475569e-01  -1.39434472e-01
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   -4.02109378e-02  -1.51823604e-01]
 [  6.48180430e-02   2.60041224e-01   1.47562558e-01  -1.50348720e-01
   -1.82454712e-01   7.31917184e-02  -1.30354962e-01   2.76586224e-01
    2.22599428e-02   1.27363970e-01]
 [  3.79187561e-01   4.23538806e-01  -7.15872618e-02   3.06865210e-01
   -9.25475461e-01  -2.90926768e-01  -5.40373774e-01   1.78630129e-01
    4.16336040e-01   1.70818154e-02]
 [  6.50568445e-02   9.45576117e-02   2.61395327e-01   2.63321875e-01
    3.73730879e-03  -2.07237641e-01  -1.80796199e-01  -1.31878436e-01
   -1.18595381e-01  -2.70109989e-01]
 [  2.45367364e-02  -1.37584139e-01  -1.21835334e-01  -6.19587167e-02
    2.49616653e-01   3.64052561e-02  -2.80422205e-02  -1.86348019e-01
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 [  2.05029573e-02  -3.76574418e-02  -6.35066746e-02  -3.54054148e-02
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    5.06536517e-02   1.93171346e-02]
 [  5.12781352e-02   1.68943828e-01   2.50170771e-01   9.87786573e-02
   -2.04280702e-01  -1.53314042e-01  -8.09054032e-03   4.02581253e-02
   -1.68690430e-01   1.32659133e-01]
 [  9.93395193e-02   1.20830967e-01   1.14239043e-01   2.99421667e-02
   -2.04789178e-01   5.00823216e-02  -6.54136539e-02  -2.70602009e-01
    5.25937308e-03  -6.01943720e-02]
 [ -2.36941179e-03   1.45457429e-01   8.53047092e-02  -4.16090023e-02
   -1.80692412e-02   1.74005441e-01   3.03348417e-03   1.17605083e-01
   -2.04823385e-02   1.74163362e-01]
 [  2.32972996e-01   1.18377790e-01   2.99924458e-02   7.71130712e-02
    2.81098543e-03  -3.25877428e-02  -2.75136607e-01   1.47884402e-01
   -5.13573379e-02  -1.67393935e-02]
 [  5.78561854e-02   1.06437859e-01   2.10297560e-02   5.59828352e-02
   -4.91189488e-01  -1.31235164e-01  -2.85500495e-01   4.13382364e-02
    1.28130612e-01   2.06867290e-01]
 [  6.25552703e-02   4.67798794e-01   1.30533338e-01   4.60093636e-01
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   -1.38397931e+00  -6.52241417e-02  -3.37277248e-01   1.49007237e-01
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 [  2.06462321e-01   3.07458055e-01   2.35305470e-01   1.11711522e-01
   -7.08173793e-01   9.74583941e-02  -1.60692323e-01   1.58427081e-01
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 [ -9.07761853e-02   2.40607352e-01   2.34386096e-01  -7.06354779e-03
   -1.56705130e-01   1.40351916e-01  -8.51433313e-02  -1.72128201e-02
   -5.05245924e-02   2.74619548e-02]
 [ -1.16189311e-01  -5.15416600e-03   1.79674734e-02   6.84730643e-02
   -8.12425801e-02   1.24302202e-01   2.34378279e-01   1.77251306e-02
   -2.91651917e-01  -1.11978939e-01]
 [ -2.27065059e-01  -7.90040752e-02  -9.60365896e-02  -3.49223687e-01
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   -2.10888446e-01   3.03941023e-02]
 [  6.68505587e-03  -4.85288714e-01  -1.29630857e-01  -1.67998882e-01
    3.68404639e-01   2.54396100e-02   2.17091737e-01   1.51574056e-01
   -1.69343794e-01  -2.26432079e-01]
 [  3.25879393e-03  -4.40667913e-01  -2.00713117e-01  -1.93064196e-01
   -6.63454998e-01   1.53395057e-02   3.20713693e-01  -1.72091646e-01
    1.18515325e-02  -3.25464177e-01]
 [ -7.32563192e-02  -5.76272034e-02   2.82852297e-01   7.52832916e-02
    1.57221508e-01   4.83451826e-02   4.08838268e-02  -2.92390064e-01
   -5.48055611e-02   7.83228695e-03]
 [ -2.93373855e-01  -2.41499779e-02   3.34846344e-02   4.72595339e-02
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   -2.70911682e-02   1.32457952e-01]
 [  1.73670855e-01  -7.20871096e-02  -2.19118797e-01  -1.39638843e-02
    1.35710567e-01  -3.22423320e-01   4.75133870e-02  -1.63109788e-01
    3.96136243e-02  -1.36989052e-01]
 [  2.59908553e-01  -2.32040245e-01   8.36366923e-02   5.45007478e-02
    9.76510838e-02  -7.17142725e-02   1.09785395e-02  -1.31852315e-01
    1.65842036e-01  -1.01222360e-01]
 [ -8.43073675e-02  -1.03918063e-01   1.27686116e-01   1.29090309e-01
    3.01352458e-02  -1.24701005e-01   1.84296526e-01  -7.87886190e-02
    1.88107857e-01   2.39368984e-02]
 [ -1.40776717e-01  -3.22434559e-01   1.40237161e-01  -5.18062475e-01
   -7.09306092e-01   1.92171381e-01   2.69857145e-01  -1.38892939e-01
   -1.24807257e-01   6.89219069e-02]]
[[ 0.61695266]
 [ 1.98257192]
 [ 0.2242437 ]
 [ 0.95860296]
 [-3.0314989 ]
 [-0.37551213]
 [-1.9595954 ]
 [ 0.04942984]
 [ 0.6577057 ]
 [ 0.83730965]]
Progress: 82.8% ... Training loss: 0.233 ... Validation loss: 0.404[[  2.36736904e-01   6.51045233e-01  -7.64877636e-02   1.74588017e-01
   -1.00724784e-01  -1.01256283e-01  -1.24963137e-01   1.20269852e-01
    2.24442193e-02   3.37063515e-01]
 [  9.00221734e-03   1.00859387e-01  -2.08029070e-02   4.50346496e-02
    4.65474822e-02  -6.01465304e-03   3.49613934e-01   3.99896865e-02
    1.45633825e-01  -2.71335616e-02]
 [  2.27689160e-01   5.00721913e-01   5.98662416e-03  -7.17445685e-02
    8.95955303e-01  -2.99487576e-02  -1.20129239e+00  -4.54116187e-02
    8.06216690e-02   3.31022622e-01]
 [  4.90172761e-03  -5.02824235e-01  -2.02997689e-01   2.23106756e-01
   -2.75229686e-01   1.68851519e-01   3.69127058e-01   5.84760324e-02
    9.01362437e-02   2.90005510e-01]
 [ -6.18914644e-02  -5.41839518e-03  -1.42773104e-01   5.08661307e-02
   -1.76976756e-01  -1.88317027e-01   1.76752074e-01  -1.13705382e-01
   -1.90688793e-01  -8.70720380e-02]
 [ -3.91477992e-01  -6.87041871e-01  -3.04290857e-01   1.33080526e-01
   -4.19708980e-01   3.39933574e-02   4.01541667e-01  -4.29378219e-02
   -4.39625563e-02  -5.45448164e-02]
 [ -2.73190462e-02  -4.55627016e-01   1.77102155e-03   4.27219658e-02
   -2.69507456e-01  -6.41196118e-02   1.83057843e-01  -1.97316849e-01
    1.80712304e-01   3.66771188e-02]
 [  9.22469682e-02  -5.25072630e-01   1.96967323e-02  -1.12152690e-01
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    1.88274406e-01   2.41468817e-02]
 [ -1.42434366e-01  -3.26674546e-01   1.39671170e-01  -5.20373345e-01
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   -1.26592639e-01   6.68429236e-02]]
[[ 0.60029192]
 [ 1.97088809]
 [ 0.20663749]
 [ 0.94297824]
 [-3.036126  ]
 [-0.3893822 ]
 [-1.97670366]
 [ 0.03527177]
 [ 0.6392313 ]
 [ 0.82057445]]
Progress: 82.8% ... Training loss: 0.233 ... Validation loss: 0.413[[  2.37998903e-01   6.55443123e-01  -7.59698007e-02   1.76840698e-01
   -1.09293869e-01  -1.02356761e-01  -1.27371981e-01   1.20370500e-01
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 [  9.34009522e-03   1.01298281e-01  -2.06861457e-02   4.55686250e-02
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 [  2.28768763e-01   5.06956996e-01   6.46565057e-03  -6.91698500e-02
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    8.21554340e-02   3.32990456e-01]
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   -4.35374962e-02  -5.40124686e-02]
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   -1.82964788e-01  -2.22064223e-01]
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   -9.88992632e-02  -1.34262259e-02]
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   -2.38176537e-02  -5.00795414e-02]
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   -5.52757068e-02   7.22126357e-03]
 [ -2.93568346e-01  -2.56173245e-02   3.34003129e-02   4.70116776e-02
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 [  2.59889279e-01  -2.31798183e-01   8.36540783e-02   5.47691551e-02
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 [ -8.36547056e-02  -1.02866060e-01   1.27917475e-01   1.30136852e-01
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    1.88720129e-01   2.47877836e-02]
 [ -1.41994206e-01  -3.25426959e-01   1.39835451e-01  -5.19776573e-01
   -7.08573446e-01   1.92741995e-01   2.74025279e-01  -1.38992438e-01
   -1.26065063e-01   6.76106420e-02]]
[[ 0.61073548]
 [ 1.97572658]
 [ 0.21470158]
 [ 0.95005289]
 [-3.0282081 ]
 [-0.38067736]
 [-1.96829803]
 [ 0.04595293]
 [ 0.6490678 ]
 [ 0.83069522]]
Progress: 82.9% ... Training loss: 0.231 ... Validation loss: 0.407[[  2.37810323e-01   6.56799306e-01  -7.59285481e-02   1.76715302e-01
   -1.07844732e-01  -1.02355638e-01  -1.23939551e-01   1.20356655e-01
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 [  8.98420947e-03   9.99986254e-02  -2.08473286e-02   4.49183447e-02
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    1.45643476e-01  -2.72247505e-02]
 [  2.28514206e-01   5.07335675e-01   6.25788291e-03  -7.00482665e-02
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    8.16382951e-02   3.32005698e-01]
 [  5.85407186e-03  -5.02634845e-01  -2.02771240e-01   2.24899732e-01
   -2.73929145e-01   1.68577617e-01   3.69008077e-01   5.84856236e-02
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 [ -6.23968276e-02  -8.21097417e-03  -1.43048727e-01   4.96696045e-02
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   -1.91516935e-01  -8.81591398e-02]
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   -4.25620840e-02  -5.28140894e-02]
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   -1.82466872e-01  -2.21769023e-01]
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   -5.09967427e-02   2.69245033e-02]
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   -1.68936158e-01  -2.25927240e-01]
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   -6.61804737e-01   1.73133094e-02   3.29660637e-01  -1.72339856e-01
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 [ -7.40236652e-02  -5.99813942e-02   2.82543055e-01   7.40990898e-02
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   -5.55373606e-02   6.80299292e-03]
 [ -2.92390159e-01  -2.25676409e-02   3.38488183e-02   4.90230710e-02
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   -2.60060062e-02   1.33563404e-01]
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 [  2.59882108e-01  -2.31968645e-01   8.36680191e-02   5.47649495e-02
    9.78902304e-02  -7.18643065e-02   1.20160200e-02  -1.31852299e-01
    1.65939378e-01  -1.00974003e-01]
 [ -8.34346112e-02  -1.02104557e-01   1.27997844e-01   1.30469027e-01
    2.69025972e-02  -1.25189547e-01   1.83201896e-01  -7.87300339e-02
    1.88935541e-01   2.51304108e-02]
 [ -1.40927403e-01  -3.22658982e-01   1.40246757e-01  -5.18143463e-01
   -7.11772241e-01   1.92036487e-01   2.72171657e-01  -1.38912704e-01
   -1.24871427e-01   6.91303330e-02]]
[[ 0.61056863]
 [ 1.97871525]
 [ 0.21702718]
 [ 0.95323855]
 [-3.03077162]
 [-0.37944559]
 [-1.96669024]
 [ 0.04727009]
 [ 0.64929252]
 [ 0.83311794]]
Progress: 83.0% ... Training loss: 0.231 ... Validation loss: 0.406[[  2.38679407e-01   6.60932851e-01  -7.55442077e-02   1.78227834e-01
   -1.14337225e-01  -1.02846832e-01  -1.27851179e-01   1.20428212e-01
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 [  8.49377335e-03   9.81108707e-02  -2.10312002e-02   4.41139214e-02
    4.92544657e-02  -5.63957928e-03   3.51266787e-01   3.99341934e-02
    1.45241869e-01  -2.78035506e-02]
 [  2.28089689e-01   5.06145323e-01   6.02261831e-03  -7.08303880e-02
    8.88206151e-01  -3.02015905e-02  -1.20602721e+00  -4.54181399e-02
    8.11842955e-02   3.31604919e-01]
 [  4.81670074e-03  -5.05383912e-01  -2.03214199e-01   2.23243555e-01
   -2.76675010e-01   1.69375794e-01   3.73919177e-01   5.83862871e-02
    8.98920069e-02   2.90264909e-01]
 [ -6.02366590e-02  -8.91386159e-04  -1.42224775e-01   5.32009942e-02
   -1.79383812e-01  -1.89375634e-01   1.72626521e-01  -1.13503675e-01
   -1.89128100e-01  -8.53054139e-02]
 [ -3.90662921e-01  -6.86373545e-01  -3.03906282e-01   1.34477170e-01
   -4.22049799e-01   3.32596991e-02   4.00930884e-01  -4.28660752e-02
   -4.29540753e-02  -5.33055248e-02]
 [ -2.58136368e-02  -4.52587002e-01   2.28597885e-03   4.49970727e-02
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   -3.49588448e-02   1.80260027e-02]
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   -1.83081853e-01  -2.22484419e-01]
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   -1.65028924e-01  -2.17323596e-01  -1.70660621e-01  -1.97602768e-01
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 [ -2.90316486e-01  -3.35583352e-01   9.24936265e-02   2.03912691e-01
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   -2.91700722e-01  -1.15937145e-01]
 [  8.07103206e-02  -2.70929125e-01  -3.02543729e-02   8.27893920e-02
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 [  2.59261416e-02  -1.70735785e-01  -2.15382736e-01   1.20267160e-01
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   -9.95765839e-02  -1.42421270e-02]
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   -2.98159248e-02  -7.08980786e-02  -7.78102318e-02   1.20575307e-01
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 [  6.96327092e-02  -6.52929056e-02   8.69282852e-02   7.96872341e-02
   -1.16132007e-01  -1.59998477e-02   1.29169028e-01   1.18288701e-01
   -2.37248284e-02  -4.98137365e-02]
 [  2.50771323e-03  -2.62058666e-01  -3.00297535e-01  -7.66896108e-02
   -7.72802283e-02  -8.72736557e-02   7.64299022e-03   1.59410041e-01
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 [  6.06837970e-02  -8.53428826e-02  -1.09611368e-01   7.08247016e-02
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   -1.71303155e-01  -3.72561434e-01]
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 [  1.58105090e-02  -6.14819075e-01  -4.40327282e-02  -1.02132397e-01
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   -3.61820462e-01  -2.14814329e-01]
 [ -1.77487016e-01  -7.15946934e-01  -1.24645952e-02  -2.07892226e-01
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   -7.11890568e-02   9.15708876e-02]
 [ -3.05110515e-01  -5.54992557e-01   5.44567546e-02  -4.56259430e-02
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   -8.71665437e-02  -1.29026286e-01]
 [ -2.23660265e-01  -4.21355926e-01   2.46277891e-01  -2.59471456e-01
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   -2.71562137e-01  -3.82149192e-02]
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   -4.09970653e-02  -1.52670901e-01]
 [  6.54922584e-02   2.63183469e-01   1.47825177e-01  -1.48929734e-01
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 [  3.76891034e-01   4.16591244e-01  -7.23555209e-02   3.03399356e-01
   -9.22109351e-01  -2.89505385e-01  -5.32999688e-01   1.78440018e-01
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 [  6.56703518e-02   9.56893235e-02   2.61598711e-01   2.64177540e-01
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   -1.17983681e-01  -2.69347989e-01]
 [  2.46070802e-02  -1.37454672e-01  -1.21795014e-01  -6.18400963e-02
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   -1.69628306e-01   1.31550085e-01]
 [  9.79841640e-02   1.16694832e-01   1.13790730e-01   2.78380019e-02
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 [ -1.97071082e-03   1.47180107e-01   8.54592743e-02  -4.09136067e-02
   -1.94699036e-02   1.73692969e-01   2.14182891e-03   1.17641747e-01
   -2.00216827e-02   1.74687110e-01]
 [  2.32920950e-01   1.18114289e-01   2.99868852e-02   7.70048518e-02
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   -5.13899135e-02  -1.66466594e-02]
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 [  5.97379510e-02   4.60558376e-01   1.29533525e-01   4.55903049e-01
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   -7.12809447e-01   9.69923021e-02  -1.62955044e-01   1.58465488e-01
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   -2.91196507e-01  -1.11428457e-01]
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   -2.10995225e-01   3.02784330e-02]
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   -1.68835015e-01  -2.25807103e-01]
 [ -1.63933021e-04  -4.49670797e-01  -2.01899793e-01  -1.98374307e-01
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 [ -7.47627730e-02  -6.24518719e-02   2.82261221e-01   7.28528175e-02
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   -5.62577052e-02   5.83982513e-03]
 [ -2.92957692e-01  -2.41454241e-02   3.36611976e-02   4.82301122e-02
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   -2.65662627e-02   1.32891531e-01]
 [  1.75265872e-01  -6.72115530e-02  -2.18512659e-01  -1.10740365e-02
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 [  2.59587149e-01  -2.32891844e-01   8.35569194e-02   5.43000605e-02
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 [ -8.28093716e-02  -1.00082639e-01   1.28226416e-01   1.31464709e-01
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    1.89471520e-01   2.58849865e-02]
 [ -1.41666128e-01  -3.25177191e-01   1.39952004e-01  -5.19451251e-01
   -7.11257468e-01   1.92554631e-01   2.73857324e-01  -1.38982922e-01
   -1.25708460e-01   6.83070186e-02]]
[[ 0.60845293]
 [ 1.97889774]
 [ 0.2162351 ]
 [ 0.95106893]
 [-3.02836046]
 [-0.3808308 ]
 [-1.96623936]
 [ 0.0452527 ]
 [ 0.64653114]
 [ 0.83058008]]
Progress: 83.0% ... Training loss: 0.231 ... Validation loss: 0.406[[  2.36687090e-01   6.56059071e-01  -7.62681782e-02   1.74972533e-01
   -1.07048764e-01  -1.01483423e-01  -1.22500350e-01   1.20264681e-01
    2.29778953e-02   3.38080321e-01]
 [  9.05929188e-03   9.93595937e-02  -2.08199470e-02   4.50460607e-02
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    1.45861656e-01  -2.70417209e-02]
 [  2.26139082e-01   4.99804245e-01   5.24246597e-03  -7.43611487e-02
    8.97615038e-01  -2.87027739e-02  -1.20289432e+00  -4.56002872e-02
    7.86336464e-02   3.28853392e-01]
 [  3.37940985e-03  -5.08645674e-01  -2.03752194e-01   2.21154122e-01
   -2.77139322e-01   1.70176316e-01   3.79673400e-01   5.82910809e-02
    8.84929516e-02   2.88642935e-01]
 [ -5.69865791e-02   8.39230576e-03  -1.41058576e-01   5.84207404e-02
   -1.92582277e-01  -1.91354146e-01   1.65074495e-01  -1.13262591e-01
   -1.85459123e-01  -8.08925516e-02]
 [ -3.90081578e-01  -6.85539113e-01  -3.03675271e-01   1.35457734e-01
   -4.24484630e-01   3.28402106e-02   4.00439713e-01  -4.28167338e-02
   -4.22578585e-02  -5.25189308e-02]
 [ -2.65403491e-02  -4.54086568e-01   2.04311898e-03   4.38024695e-02
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 [ -7.58031307e-04  -4.49923285e-01  -2.02104648e-01  -1.99329295e-01
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 [ -7.38740028e-02  -6.02018646e-02   2.82599502e-01   7.43770999e-02
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   -5.52656381e-02   7.04453491e-03]
 [ -2.93330526e-01  -2.59041991e-02   3.35513577e-02   4.76937037e-02
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   -2.69481459e-02   1.32401367e-01]
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 [  2.58952482e-01  -2.35685671e-01   8.32890696e-02   5.30823673e-02
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 [ -8.28787246e-02  -1.00202736e-01   1.28212240e-01   1.31392955e-01
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    1.89404025e-01   2.57641301e-02]
 [ -1.42626217e-01  -3.27388941e-01   1.39606220e-01  -5.21004938e-01
   -7.09140916e-01   1.93179790e-01   2.75852079e-01  -1.39064528e-01
   -1.26794190e-01   6.71909171e-02]]
[[ 0.59920063]
 [ 1.97262056]
 [ 0.20997062]
 [ 0.94541815]
 [-3.03251044]
 [-0.38838748]
 [-1.97089291]
 [ 0.03750079]
 [ 0.63814264]
 [ 0.82051405]]
Progress: 83.0% ... Training loss: 0.232 ... Validation loss: 0.411[[  2.40272338e-01   6.67086896e-01  -7.49089642e-02   1.80965065e-01
   -1.18323947e-01  -1.03872547e-01  -1.31803863e-01   1.20509520e-01
    2.68271649e-02   3.43247076e-01]
 [  9.48453967e-03   1.00733547e-01  -2.06656747e-02   4.57714989e-02
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    1.46344560e-01  -2.65018485e-02]
 [  2.26318289e-01   5.02444391e-01   5.24602161e-03  -7.40383644e-02
    8.94286149e-01  -2.86855801e-02  -1.20581321e+00  -4.56026157e-02
    7.86676448e-02   3.29058697e-01]
 [  3.67899462e-03  -5.05710159e-01  -2.03682435e-01   2.21333121e-01
   -2.78756214e-01   1.70001690e-01   3.75636823e-01   5.83002148e-02
    8.84653171e-02   2.88588605e-01]
 [ -5.82461540e-02   5.57673074e-03  -1.41513965e-01   5.62848200e-02
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   -1.86524871e-01  -8.25982733e-02]
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   -4.02112805e-02  -5.00281616e-02]
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   -3.59377362e-01  -3.99195114e-02   1.22972267e-01   1.09314649e-01
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   -2.48607469e-01   6.41482592e-02  -1.38236886e-03  -3.16917545e-02
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 [  1.68033446e-02  -5.88426204e-01   5.73421186e-02  -1.36960293e-01
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   -3.20715314e-02   2.19664687e-02]
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   -7.00569488e-02   1.10711670e-01   3.23374397e-01  -1.97057428e-02
   -1.83682080e-01  -2.23137786e-01]
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   -1.65028924e-01  -2.17323596e-01  -1.70660621e-01  -1.97602768e-01
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   -1.93776427e-01  -6.21233987e-02   1.09534039e-01  -2.63065354e-01
   -2.90810515e-01  -1.14911763e-01]
 [  8.14372245e-02  -2.69785781e-01  -2.99770450e-02   8.38989150e-02
   -7.44058423e-02  -8.32548410e-02   3.22366664e-01  -4.99054546e-04
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 [  2.58700736e-02  -1.71186015e-01  -2.15375755e-01   1.20250118e-01
   -5.65677708e-02   8.19136326e-02   1.24245989e-03  -2.14885080e-02
   -9.96030864e-02  -1.40626530e-02]
 [ -1.24615572e-01  -1.28264968e-01  -2.02388389e-01   1.48863978e-01
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 [ -5.28357102e-02  -1.23578955e-01   2.81019961e-01   1.19704814e-01
   -3.49393131e-02  -7.17119655e-02  -8.17310897e-02   1.20656657e-01
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 [  6.88022519e-02  -6.80055796e-02   8.66273496e-02   7.82574242e-02
   -1.12137705e-01  -1.54022091e-02   1.30188015e-01   1.18226094e-01
   -2.47344451e-02  -5.09959804e-02]
 [  2.28936823e-03  -2.62425811e-01  -3.00367402e-01  -7.69602173e-02
   -7.67334742e-02  -8.71828819e-02   7.92030590e-03   1.59400483e-01
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 [  5.93184052e-02  -8.95645854e-02  -1.10119451e-01   6.87169525e-02
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   -1.41264779e-01  -3.76846846e-02]
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   -1.41821341e-01  -2.00283043e-01   2.32399763e-02  -2.20026624e-02
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   -3.92502137e-01  -5.41437254e-04   7.92771019e-02  -2.65085125e-02
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 [ -8.28418494e-02  -9.99008318e-02   1.28236969e-01   1.31446724e-01
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 [ -1.43384762e-01  -3.29349085e-01   1.39343529e-01  -5.22163804e-01
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   -1.27552128e-01   6.62354528e-02]]
[[ 0.61470189]
 [ 1.98419796]
 [ 0.22322873]
 [ 0.96208227]
 [-3.02891565]
 [-0.37715399]
 [-1.95671091]
 [ 0.05062882]
 [ 0.65499451]
 [ 0.83686783]]
Progress: 83.1% ... Training loss: 0.234 ... Validation loss: 0.406[[  2.37588847e-01   6.59870324e-01  -7.59205771e-02   1.76583593e-01
   -1.06791946e-01  -1.02154837e-01  -1.23721505e-01   1.20284508e-01
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 [  9.46556002e-03   1.00677057e-01  -2.06724656e-02   4.57414924e-02
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 [  2.25893210e-01   4.99867572e-01   5.14588495e-03  -7.47776492e-02
    8.98217044e-01  -2.85381745e-02  -1.20177890e+00  -4.56244252e-02
    7.82751734e-02   3.28768344e-01]
 [  1.88318450e-03  -5.09808751e-01  -2.04343326e-01   2.18907324e-01
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   -4.16015603e-02  -5.17563840e-02]
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   -1.83801093e-01  -2.23324718e-01]
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   -7.15262742e-01   9.68956629e-02  -1.62858043e-01   1.58479424e-01
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   -5.09066655e-02   2.70392228e-02]
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   -2.91401837e-01  -1.11616412e-01]
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   -1.68993689e-01  -2.25958393e-01]
 [  9.04353368e-04  -4.45587261e-01  -2.01538083e-01  -1.96721332e-01
   -6.71716009e-01   1.66785573e-02   3.26790192e-01  -1.72281143e-01
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 [ -7.30232692e-02  -5.74836337e-02   2.82901855e-01   7.58271342e-02
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   -5.43627176e-02   8.09465280e-03]
 [ -2.95073853e-01  -3.13309793e-02   3.29066389e-02   4.48312921e-02
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   -2.88851826e-02   1.30347715e-01]
 [  1.75479714e-01  -6.80120863e-02  -2.18422041e-01  -1.06618457e-02
    1.26148413e-01  -3.23735611e-01   4.26034349e-02  -1.62971241e-01
    4.18390867e-02  -1.34283366e-01]
 [  2.60180530e-01  -2.32544603e-01   8.37553409e-02   5.50972681e-02
    1.00666027e-01  -7.19660835e-02   1.07423198e-02  -1.31829374e-01
    1.66058261e-01  -1.00674477e-01]
 [ -8.34205043e-02  -1.01500826e-01   1.28025212e-01   1.30517860e-01
    2.79451690e-02  -1.25204041e-01   1.82659737e-01  -7.87268189e-02
    1.88736164e-01   2.50980365e-02]
 [ -1.44198397e-01  -3.30726824e-01   1.39014400e-01  -5.23612374e-01
   -7.08186470e-01   1.94129158e-01   2.79661608e-01  -1.39185151e-01
   -1.28336333e-01   6.51695190e-02]]
[[ 0.60307257]
 [ 1.97719568]
 [ 0.2111225 ]
 [ 0.94804682]
 [-3.03691652]
 [-0.38861568]
 [-1.97224417]
 [ 0.03775883]
 [ 0.64224037]
 [ 0.82117   ]]
Progress: 83.2% ... Training loss: 0.231 ... Validation loss: 0.408[[  2.37086894e-01   6.58284706e-01  -7.61213650e-02   1.75610637e-01
   -1.03493990e-01  -1.01691932e-01  -1.21013986e-01   1.20245986e-01
    2.32511591e-02   3.39288046e-01]
 [  9.44214060e-03   1.00614890e-01  -2.06828359e-02   4.56942764e-02
    4.48990940e-02  -6.26556972e-03   3.49179207e-01   4.00002138e-02
    1.46302274e-01  -2.65641369e-02]
 [  2.25335917e-01   4.98700333e-01   4.93492620e-03  -7.60785584e-02
    8.94264460e-01  -2.80319471e-02  -1.20095787e+00  -4.56687090e-02
    7.75280816e-02   3.28171488e-01]
 [  2.51689286e-04  -5.15636068e-01  -2.04968712e-01   2.16599600e-01
   -2.69149078e-01   1.72293757e-01   3.84946435e-01   5.80433276e-02
    8.46962999e-02   2.84165668e-01]
 [ -5.76863830e-02   8.86408246e-03  -1.41321999e-01   5.69561757e-02
   -1.86816321e-01  -1.90884049e-01   1.64145292e-01  -1.13292457e-01
   -1.85866251e-01  -8.18493368e-02]
 [ -3.88847553e-01  -6.83996896e-01  -3.03255486e-01   1.37428389e-01
   -4.27573586e-01   3.19151377e-02   3.99800303e-01  -4.27621632e-02
   -4.08710891e-02  -5.09357555e-02]
 [ -2.69830495e-02  -4.55007413e-01   1.87176084e-03   4.28473382e-02
   -2.72360401e-01  -6.43155879e-02   1.80543386e-01  -1.97325654e-01
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 [  8.91997260e-02  -5.32471685e-01   1.86460177e-02  -1.16447867e-01
   -3.56396375e-01  -3.85456205e-02   1.30771336e-01   1.09173875e-01
    5.58967027e-02  -3.71510845e-02]
 [ -1.76941875e-01  -2.49738550e-01  -2.99710708e-01  -2.13940848e-02
   -2.52837497e-01   6.30198096e-02  -5.82975437e-03  -3.15745950e-02
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 [  1.61976268e-02  -5.91027634e-01   5.69994892e-02  -1.38758529e-01
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   -3.29895989e-02   2.10038794e-02]
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   -3.80673642e-01  -7.52637130e-03   2.86338119e-01  -1.02816226e-01
    1.79972186e-02  -7.83165349e-02]
 [ -1.52969649e-01  -4.25539806e-01  -7.67379140e-02   1.91439794e-02
   -6.95813101e-02   1.10759631e-01   3.23944960e-01  -1.97137913e-02
   -1.83712270e-01  -2.23138192e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.89886710e-01  -3.34832482e-01   9.26587602e-02   2.04776308e-01
   -1.93575717e-01  -6.18875189e-02   1.10171307e-01  -2.63101209e-01
   -2.91184502e-01  -1.15486762e-01]
 [  8.12513808e-02  -2.70843242e-01  -3.00577525e-02   8.35645598e-02
   -7.44614147e-02  -8.31964769e-02   3.22997208e-01  -5.19725657e-04
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 [  2.54808586e-02  -1.72482935e-01  -2.15527778e-01   1.19527258e-01
   -5.45389629e-02   8.21561408e-02   2.44198909e-03  -2.15258237e-02
   -1.00047221e-01  -1.44552248e-02]
 [ -1.24533225e-01  -1.27744856e-01  -2.02378603e-01   1.48853229e-01
   -6.58648720e-02   1.35115609e-01  -2.60195167e-02  -2.52295208e-01
    6.93690157e-02  -1.96015714e-01]
 [ -5.23592931e-02  -1.23401747e-01   2.81187939e-01   1.20506435e-01
   -3.54985977e-02  -7.19683169e-02  -8.26112049e-02   1.20687306e-01
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 [  6.75692676e-02  -7.15482842e-02   8.61479982e-02   7.60442842e-02
   -1.07025253e-01  -1.46196387e-02   1.33152133e-01   1.18113039e-01
   -2.61587442e-02  -5.25595276e-02]
 [  3.00727269e-03  -2.60951708e-01  -3.00097414e-01  -7.59200033e-02
   -8.28357067e-02  -8.76064394e-02   7.16695105e-03   1.59461332e-01
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 [  5.78914570e-02  -9.46991410e-02  -1.10686353e-01   6.62279115e-02
   -3.41123965e-01   3.12897846e-01   3.24033120e-01   2.04055757e-01
   -1.42948538e-01  -3.96645996e-02]
 [  2.44276726e-02   3.91312753e-02   1.30844473e-01   1.47282186e-01
   -5.98498380e-02   9.37224044e-02  -4.38387374e-02  -4.09718017e-02
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 [  1.03013549e-01   5.82494819e-02  -4.60228667e-02  -1.14782418e-01
   -1.58959504e-01  -3.25508271e-01   1.55737625e-01   6.74769063e-03
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 [ -1.18216072e-01  -1.49839471e-01  -2.04317324e-02   3.96885738e-03
   -1.45203389e-01  -2.00971995e-01   1.99943715e-02  -2.19276938e-02
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 [ -1.61272227e-01  -1.38441004e-01  -2.03979522e-01  -2.30395323e-02
   -3.93050908e-01  -8.47755316e-04   7.81468553e-02  -2.64667633e-02
   -1.31982834e-02   3.35076865e-02]
 [ -2.14339345e-02  -2.23573775e-01  -7.25173431e-02  -1.12877971e-01
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   -1.71438416e-01  -3.72768662e-01]
 [ -1.37821180e-02  -5.53438395e-01  -3.17285532e-02  -7.16238942e-02
    6.53046307e-01   9.83474660e-02   6.36837299e-01   9.10997425e-02
    3.21140650e-02  -3.91017288e-01]
 [  1.54827690e-02  -6.15561277e-01  -4.41483673e-02  -1.02667807e-01
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   -3.62186789e-01  -2.15278575e-01]
 [ -1.77965449e-01  -7.17387263e-01  -1.26411450e-02  -2.08647994e-01
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   -7.17090122e-02   9.09546593e-02]
 [ -3.05031238e-01  -5.55073078e-01   5.44943602e-02  -4.54319357e-02
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   -8.70603393e-02  -1.28822592e-01]
 [ -2.24035869e-01  -4.23036102e-01   2.46146534e-01  -2.59962000e-01
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   -2.71972475e-01  -3.86103368e-02]
 [ -1.61657679e-01  -3.07376232e-01  -1.91960987e-01  -1.41377791e-01
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   -4.16730567e-02  -1.53548672e-01]
 [  6.46488098e-02   2.61395528e-01   1.47520053e-01  -1.50258951e-01
   -1.87485518e-01   7.30976177e-02  -1.29976387e-01   2.76576455e-01
    2.20190802e-02   1.27389099e-01]
 [  3.77818936e-01   4.20186290e-01  -7.20157144e-02   3.04789013e-01
   -9.26412544e-01  -2.90101372e-01  -5.35952838e-01   1.78487536e-01
    4.15116999e-01   1.56200027e-02]
 [  6.56291306e-02   9.45100632e-02   2.61589541e-01   2.63989303e-01
    3.06746834e-03  -2.07597017e-01  -1.81459535e-01  -1.31848565e-01
   -1.18001036e-01  -2.69277167e-01]
 [  2.53101916e-02  -1.35864052e-01  -1.21555410e-01  -6.08399057e-02
    2.48516616e-01   3.58940350e-02  -2.97613309e-02  -1.86299516e-01
    3.02581426e-02   2.05547477e-01]
 [  2.11928362e-02  -3.56870510e-02  -6.32633903e-02  -3.45705665e-02
    1.03904355e-02  -1.92680551e-01  -1.04524540e-03   1.07880660e-02
    5.13283435e-02   2.03201448e-02]
 [  5.07215993e-02   1.68227408e-01   2.49941061e-01   9.76370769e-02
   -2.00461054e-01  -1.52984385e-01  -8.14168288e-03   4.01867615e-02
   -1.69412754e-01   1.31738530e-01]
 [  9.92071266e-02   1.19818550e-01   1.14199590e-01   2.95920470e-02
   -2.01927701e-01   5.01481966e-02  -6.64429989e-02  -2.70625104e-01
    5.05740604e-03  -6.05676073e-02]
 [ -1.96127448e-03   1.47225088e-01   8.54807676e-02  -4.10541880e-02
   -1.76822073e-02   1.73677414e-01   2.69783821e-03   1.17640324e-01
   -1.99992499e-02   1.74874571e-01]
 [  2.34277481e-01   1.20622462e-01   3.04475316e-02   7.90469397e-02
    3.05482383e-03  -3.35241564e-02  -2.78138731e-01   1.47968917e-01
   -4.99419057e-02  -1.48844619e-02]
 [  5.87676271e-02   1.08704678e-01   2.13265922e-02   5.73000523e-02
   -4.94287913e-01  -1.31782574e-01  -2.87265122e-01   4.14129345e-02
    1.29128486e-01   2.08072163e-01]
 [  6.00328578e-02   4.61528106e-01   1.29668036e-01   4.56488627e-01
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 [  1.51901540e-01   4.38946033e-01   6.25518914e-02   4.09178141e-01
   -1.38745758e+00  -6.43273765e-02  -3.33455220e-01   1.48897831e-01
    2.01105104e-01   4.38684061e-01]
 [  2.06889993e-01   3.10899661e-01   2.35506687e-01   1.12746683e-01
   -7.15315264e-01   9.70763534e-02  -1.62126350e-01   1.58462942e-01
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 [ -9.11579123e-02   2.39893948e-01   2.34240297e-01  -7.59974489e-03
   -1.56456341e-01   1.40591319e-01  -8.32460745e-02  -1.72358322e-02
   -5.09346323e-02   2.70091588e-02]
 [ -1.15917372e-01  -4.95290186e-03   1.80582885e-02   6.88783857e-02
   -8.26460761e-02   1.24119834e-01   2.33961264e-01   1.77352987e-02
   -2.91337802e-01  -1.11532672e-01]
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   -2.11839772e-01   2.92847531e-02]
 [  7.18576864e-03  -4.85029132e-01  -1.29442537e-01  -1.67089396e-01
    3.66544050e-01   2.50924175e-02   2.16313093e-01   1.51614645e-01
   -1.68758391e-01  -2.25680374e-01]
 [  7.73398280e-04  -4.48092440e-01  -2.01653008e-01  -1.97267984e-01
   -6.72423314e-01   1.68427829e-02   3.28491387e-01  -1.72298655e-01
    9.44799754e-03  -3.28794936e-01]
 [ -7.30626625e-02  -5.85900701e-02   2.82903866e-01   7.57586297e-02
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   -5.43973807e-02   8.07450181e-03]
 [ -2.95414114e-01  -3.24784158e-02   3.27867044e-02   4.43752334e-02
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   -2.92254059e-02   1.30059366e-01]
 [  1.76852382e-01  -6.44328659e-02  -2.17931724e-01  -8.46264322e-03
    1.22256978e-01  -3.24596648e-01   3.98958241e-02  -1.62880550e-01
    4.32133492e-02  -1.32610928e-01]
 [  2.60266191e-01  -2.32508074e-01   8.37734390e-02   5.52251241e-02
    1.00884629e-01  -7.19860926e-02   1.06081252e-02  -1.31824439e-01
    1.66154596e-01  -1.00444220e-01]
 [ -8.30162013e-02  -1.00679562e-01   1.28170236e-01   1.31052115e-01
    2.68305400e-02  -1.25443899e-01   1.81400981e-01  -7.87012107e-02
    1.89135731e-01   2.56366096e-02]
 [ -1.43387138e-01  -3.26984527e-01   1.39303340e-01  -5.22418648e-01
   -7.10850920e-01   1.93611773e-01   2.76683185e-01  -1.39140114e-01
   -1.27497499e-01   6.62699860e-02]]
[[ 0.60905691]
 [ 1.98141343]
 [ 0.21745358]
 [ 0.95454702]
 [-3.03285051]
 [-0.38400901]
 [-1.96447148]
 [ 0.04161713]
 [ 0.65044453]
 [ 0.82617106]]
Progress: 83.2% ... Training loss: 0.231 ... Validation loss: 0.405[[  2.36225428e-01   6.56526862e-01  -7.64035360e-02   1.74284633e-01
   -9.94285220e-02  -1.01071215e-01  -1.18846637e-01   1.20182475e-01
    2.22781355e-02   3.38234639e-01]
 [  9.55116968e-03   1.00830897e-01  -2.06337278e-02   4.59137921e-02
    4.43279113e-02  -6.35434315e-03   3.49098149e-01   4.00083155e-02
    1.46443287e-01  -2.64130044e-02]
 [  2.25684530e-01   4.97106431e-01   4.93477567e-03  -7.58984542e-02
    8.95771029e-01  -2.81192166e-02  -1.20222363e+00  -4.56678302e-02
    7.75197161e-02   3.28430397e-01]
 [  1.12032023e-03  -5.11317606e-01  -2.04512021e-01   2.18429036e-01
   -2.74195689e-01   1.71691503e-01   3.80210749e-01   5.81169695e-02
    8.56943610e-02   2.85410382e-01]
 [ -5.96156265e-02   3.37745782e-03  -1.42041027e-01   5.36109689e-02
   -1.80102715e-01  -1.89685991e-01   1.69121578e-01  -1.13430172e-01
   -1.88019068e-01  -8.44906666e-02]
 [ -3.88617077e-01  -6.83724806e-01  -3.03188878e-01   1.37699424e-01
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   -4.06182969e-02  -5.07145464e-02]
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 [ -8.28842865e-02  -1.00543940e-01   1.28225401e-01   1.31239227e-01
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    1.89227856e-01   2.57928252e-02]
 [ -1.44437108e-01  -3.30151415e-01   1.38860592e-01  -5.24262206e-01
   -7.10029921e-01   1.94286287e-01   2.79613919e-01  -1.39218819e-01
   -1.28677403e-01   6.48596990e-02]]
[[ 0.60637107]
 [ 1.97953898]
 [ 0.21557736]
 [ 0.95425199]
 [-3.03296762]
 [-0.38613438]
 [-1.9689323 ]
 [ 0.03906534]
 [ 0.64900667]
 [ 0.82456016]]
Progress: 83.2% ... Training loss: 0.229 ... Validation loss: 0.406[[  2.34562031e-01   6.52446617e-01  -7.69940699e-02   1.71683150e-01
   -9.65813520e-02  -1.00009709e-01  -1.13730821e-01   1.20079179e-01
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 [  9.57811568e-03   1.00922909e-01  -2.06242343e-02   4.59570930e-02
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    1.46472297e-01  -2.63754073e-02]
 [  2.26669566e-01   5.00061762e-01   5.22679923e-03  -7.46200256e-02
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    7.86864121e-02   3.29996650e-01]
 [ -1.96718015e-03  -5.19719975e-01  -2.05527474e-01   2.14719707e-01
   -2.64562538e-01   1.73520363e-01   3.88952005e-01   5.79276430e-02
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 [ -5.76874949e-02   7.29810223e-03  -1.41357523e-01   5.65192903e-02
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   -4.11294684e-02  -5.14443553e-02]
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   -1.83887036e-01  -2.23316711e-01]
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   -2.91141946e-01  -1.15554846e-01]
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   -9.98134970e-02  -1.41960540e-02]
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   -2.68865485e-02  -5.35584918e-02]
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   -8.67255375e-02  -8.81386596e-02   4.03094846e-03   1.59510321e-01
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   -1.43013929e-01  -3.98004297e-02]
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   -1.45747974e-01  -2.00959823e-01   2.02833202e-02  -2.19324209e-02
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 [ -1.43609029e-01  -3.27052945e-01   1.39127981e-01  -5.23377768e-01
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   -1.27695690e-01   6.62346943e-02]]
[[ 0.59748241]
 [ 1.97544198]
 [ 0.20745231]
 [ 0.94203439]
 [-3.0345517 ]
 [-0.39605877]
 [-1.98287248]
 [ 0.0297448 ]
 [ 0.6361925 ]
 [ 0.81391182]]
Progress: 83.3% ... Training loss: 0.234 ... Validation loss: 0.415[[  2.36597646e-01   6.60406659e-01  -7.61938571e-02   1.75587679e-01
   -1.07702633e-01  -1.01452476e-01  -1.18463262e-01   1.20195458e-01
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 [  2.28053693e-01   5.06614273e-01   5.81101655e-03  -7.20194588e-02
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   -1.83330213e-01  -2.22609824e-01]
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 [  2.07081014e-01   3.12034184e-01   2.35635289e-01   1.13403489e-01
   -7.18857719e-01   9.69270940e-02  -1.63263543e-01   1.58478618e-01
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   -1.58621311e-01   1.40439199e-01  -8.39881993e-02  -1.72280718e-02
   -5.06936568e-02   2.72710562e-02]
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   -2.92153654e-01  -1.12491219e-01]
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   -2.11693235e-01   2.95443921e-02]
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   -1.68345076e-01  -2.25178683e-01]
 [ -3.02192746e-03  -4.58702304e-01  -2.03047423e-01  -2.03531613e-01
   -6.67213072e-01   1.93729593e-02   3.40033601e-01  -1.72563574e-01
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 [ -7.18347127e-02  -5.67806546e-02   2.83341232e-01   7.80086102e-02
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   -5.30720907e-02   9.84668777e-03]
 [ -2.96329695e-01  -3.61888055e-02   3.24255993e-02   4.28103215e-02
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   -3.02080124e-02   1.28759364e-01]
 [  1.78962244e-01  -5.89256998e-02  -2.17092041e-01  -4.41182610e-03
    1.11770523e-01  -3.26210559e-01   3.53285032e-02  -1.62734902e-01
    4.57401885e-02  -1.29439197e-01]
 [  2.62142743e-01  -2.26109717e-01   8.45023908e-02   5.84243164e-02
    9.55418062e-02  -7.31641060e-02   4.13634482e-03  -1.31699914e-01
    1.68056287e-01  -9.76969205e-02]
 [ -8.37013659e-02  -1.02611522e-01   1.27955271e-01   1.30196368e-01
    2.79916733e-02  -1.25070653e-01   1.83764331e-01  -7.87416415e-02
    1.88597190e-01   2.50125803e-02]
 [ -1.43444062e-01  -3.26206518e-01   1.39202809e-01  -5.23242410e-01
   -7.19015348e-01   1.93615398e-01   2.77285344e-01  -1.39162317e-01
   -1.27453196e-01   6.65460348e-02]]
[[ 0.61295296]
 [ 1.98771683]
 [ 0.21974783]
 [ 0.95400469]
 [-3.02515579]
 [-0.38479819]
 [-1.97386658]
 [ 0.04165812]
 [ 0.65165785]
 [ 0.82657753]]
Progress: 83.3% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.37502320e-01   6.62838986e-01  -7.59149809e-02   1.77008960e-01
   -1.10365631e-01  -1.01940408e-01  -1.21141030e-01   1.20251664e-01
    2.41255207e-02   3.41511883e-01]
 [  8.60293202e-03   9.75768475e-02  -2.10501680e-02   4.42781847e-02
    4.82064426e-02  -5.63898999e-03   3.51672763e-01   3.99280006e-02
    1.45514007e-01  -2.76637496e-02]
 [  2.24747341e-01   4.95979045e-01   4.44105268e-03  -7.76608221e-02
    8.95137493e-01  -2.72031526e-02  -1.20206578e+00  -4.57785111e-02
    7.68569811e-02   3.28164616e-01]
 [ -3.62574075e-03  -5.27443203e-01  -2.06168698e-01   2.11845979e-01
   -2.63470597e-01   1.74822437e-01   3.97637360e-01   5.78318021e-02
    8.17592354e-02   2.79771909e-01]
 [ -5.89358378e-02   5.97820238e-03  -1.41552055e-01   5.49015941e-02
   -1.84490809e-01  -1.90029867e-01   1.62772318e-01  -1.13301606e-01
   -1.87735524e-01  -8.38489428e-02]
 [ -3.88167382e-01  -6.85295590e-01  -3.03040901e-01   1.38559430e-01
   -4.32158762e-01   3.12686317e-02   3.99918904e-01  -4.27200218e-02
   -4.00537607e-02  -5.00974816e-02]
 [ -2.49158611e-02  -4.48559638e-01   2.61547978e-03   4.61535083e-02
   -2.85000656e-01  -6.55819501e-02   1.76058505e-01  -1.97196217e-01
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 [  8.65757757e-02  -5.41284761e-01   1.76939847e-02  -1.20395631e-01
   -3.53056320e-01  -3.68563373e-02   1.36466450e-01   1.08977568e-01
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 [ -1.78961927e-01  -2.55633747e-01  -3.00399405e-01  -2.43745282e-02
   -2.54642879e-01   6.42104777e-02   5.82290635e-04  -3.17235338e-02
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 [  1.37474362e-02  -5.98712355e-01   5.60303567e-02  -1.42878468e-01
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   -3.52468230e-02   1.83496444e-02]
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   -7.79144232e-02   1.10302107e-01   3.22525894e-01  -1.96733629e-02
   -1.82960241e-01  -2.22177694e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.89602428e-01  -3.35015129e-01   9.27653794e-02   2.05295806e-01
   -1.95035811e-01  -6.21550326e-02   1.10162325e-01  -2.63079675e-01
   -2.90854369e-01  -1.15174530e-01]
 [  8.07849634e-02  -2.73058723e-01  -3.02085741e-02   8.28604961e-02
   -7.43886449e-02  -8.30041713e-02   3.24803051e-01  -5.51181812e-04
    3.23864648e-03  -3.01086173e-02]
 [  2.67712605e-02  -1.69520845e-01  -2.15072759e-01   1.21729578e-01
   -6.05935145e-02   8.12289359e-02  -5.23990908e-04  -2.14406393e-02
   -9.86442338e-02  -1.26783079e-02]
 [ -1.25036634e-01  -1.29093674e-01  -2.02523698e-01   1.48028725e-01
   -6.31765504e-02   1.35350791e-01  -2.49095157e-02  -2.52344021e-01
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 [ -5.12390036e-02  -1.20275742e-01   2.81514372e-01   1.22132438e-01
   -4.32085113e-02  -7.25787341e-02  -8.39852332e-02   1.20767255e-01
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 [  6.70892707e-02  -7.38320435e-02   8.59223432e-02   7.50272261e-02
   -1.05076699e-01  -1.41145733e-02   1.33962092e-01   1.18061972e-01
   -2.67273894e-02  -5.34046988e-02]
 [  4.42479096e-03  -2.57073680e-01  -2.99587173e-01  -7.34132227e-02
   -9.16216199e-02  -8.86214876e-02   1.66983451e-03   1.59533845e-01
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 [  5.83670465e-02  -9.37740856e-02  -1.10450649e-01   6.71878302e-02
   -3.47398683e-01   3.12557100e-01   3.22156647e-01   2.04094989e-01
   -1.42263252e-01  -3.87754524e-02]
 [  1.94329221e-02   2.45971234e-02   1.29041839e-01   1.39551830e-01
   -4.49966293e-02   9.70122317e-02  -2.77809277e-02  -4.12893000e-02
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 [  1.03134910e-01   5.88078703e-02  -4.60005183e-02  -1.14601698e-01
   -1.60971818e-01  -3.25595268e-01   1.55077443e-01   6.74415777e-03
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 [ -1.18164716e-01  -1.49896104e-01  -2.03939422e-02   4.03320067e-03
   -1.47043678e-01  -2.01081648e-01   2.00845920e-02  -2.19235529e-02
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 [ -1.61485095e-01  -1.38828270e-01  -2.04031897e-01  -2.33141287e-02
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   -1.33503554e-02   3.32900796e-02]
 [ -2.11591193e-02  -2.23730279e-01  -7.24007190e-02  -1.12386374e-01
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   -1.71088139e-01  -3.72515591e-01]
 [ -1.34733061e-02  -5.53399943e-01  -3.16059791e-02  -7.10969758e-02
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    3.24563579e-02  -3.90644214e-01]
 [  1.52668645e-02  -6.16856554e-01  -4.42351172e-02  -1.03017932e-01
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   -3.62473346e-01  -2.15514102e-01]
 [ -1.77571190e-01  -7.16999517e-01  -1.24881760e-02  -2.07965645e-01
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   -7.12149164e-02   9.15702021e-02]
 [ -3.04819816e-01  -5.55567250e-01   5.45691089e-02  -4.50252953e-02
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   -8.68116674e-02  -1.28457624e-01]
 [ -2.23597023e-01  -4.22669243e-01   2.46302544e-01  -2.59200701e-01
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   -2.71451687e-01  -3.79353470e-02]
 [ -1.61242954e-01  -3.06419023e-01  -1.91801913e-01  -1.40639124e-01
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   -4.11547896e-02  -1.52830225e-01]
 [  6.26236264e-02   2.55931435e-01   1.46756458e-01  -1.53517305e-01
   -1.83777404e-01   7.44861192e-02  -1.24349413e-01   2.76452534e-01
    1.97533613e-02   1.24540627e-01]
 [  3.75555611e-01   4.16294581e-01  -7.27511213e-02   3.01729579e-01
   -9.24938722e-01  -2.88643347e-01  -5.30598329e-01   1.78320618e-01
    4.13360863e-01   1.30786020e-02]
 [  6.58877559e-02   9.42514122e-02   2.61675557e-01   2.64202975e-01
    3.56168625e-03  -2.07784679e-01  -1.81106330e-01  -1.31839016e-01
   -1.17726910e-01  -2.68946627e-01]
 [  2.49513113e-02  -1.37256551e-01  -1.21680804e-01  -6.13769755e-02
    2.50282266e-01   3.61287348e-02  -2.90753525e-02  -1.86320067e-01
    2.98482859e-02   2.05050470e-01]
 [  2.09098233e-02  -3.65191561e-02  -6.33831426e-02  -3.51728897e-02
    1.23535456e-02  -1.92566936e-01  -1.17782006e-03   1.07566898e-02
    5.09916981e-02   1.99071325e-02]
 [  5.09911048e-02   1.69050805e-01   2.50009869e-01   9.80238819e-02
   -2.00620673e-01  -1.53259742e-01  -9.18960712e-03   4.02075131e-02
   -1.69179936e-01   1.32059186e-01]
 [  9.93571532e-02   1.20482474e-01   1.14194299e-01   2.93494693e-02
   -2.02710397e-01   5.00423737e-02  -6.69553674e-02  -2.70634903e-01
    5.13132992e-03  -6.05160520e-02]
 [ -1.44884603e-03   1.48505033e-01   8.56381014e-02  -4.04606013e-02
   -1.84964655e-02   1.73289372e-01   1.22405761e-03   1.17669393e-01
   -1.94278175e-02   1.75584863e-01]
 [  2.36177537e-01   1.26007357e-01   3.10421505e-02   8.16940144e-02
   -4.54047114e-03  -3.47065772e-02  -2.83419966e-01   1.48076381e-01
   -4.79617703e-02  -1.24207356e-02]
 [  5.90756156e-02   1.09659466e-01   2.14139741e-02   5.77574672e-02
   -4.95763412e-01  -1.31961046e-01  -2.87787410e-01   4.14261676e-02
    1.29371061e-01   2.08507257e-01]
 [  5.89046009e-02   4.58597049e-01   1.29336756e-01   4.55289508e-01
   -1.61557196e+00  -2.90207229e-01  -4.64966136e-01  -7.06239659e-02
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 [  1.50531445e-01   4.34303901e-01   6.20464517e-02   4.06903783e-01
   -1.38423739e+00  -6.34263016e-02  -3.30015001e-01   1.48802896e-01
    1.99614243e-01   4.36964487e-01]
 [  2.07507046e-01   3.13517135e-01   2.35824241e-01   1.14299242e-01
   -7.22220443e-01   9.66312667e-02  -1.64565424e-01   1.58515994e-01
    2.12629747e-01   4.48011801e-02]
 [ -9.12327413e-02   2.40126363e-01   2.34218129e-01  -7.66789451e-03
   -1.57912043e-01   1.40601944e-01  -8.33877015e-02  -1.72460681e-02
   -5.09788875e-02   2.69260124e-02]
 [ -1.16733436e-01  -7.52513434e-03   1.77684980e-02   6.75944740e-02
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   -2.92236196e-01  -1.12603520e-01]
 [ -2.27827518e-01  -8.17367319e-02  -9.63044909e-02  -3.50435716e-01
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   -2.11705187e-01   2.95293080e-02]
 [  7.62569559e-03  -4.84390104e-01  -1.29278182e-01  -1.66321663e-01
    3.64221508e-01   2.47787130e-02   2.15067358e-01   1.51643918e-01
   -1.68247257e-01  -2.25041346e-01]
 [ -3.48345173e-03  -4.60099187e-01  -2.03236744e-01  -2.04237129e-01
   -6.65950634e-01   1.96730772e-02   3.40712223e-01  -1.72596976e-01
    5.30102487e-03  -3.34565898e-01]
 [ -7.22198081e-02  -5.92801178e-02   2.83116869e-01   7.71086244e-02
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   -5.33899026e-02   9.33982053e-03]
 [ -2.96233031e-01  -3.68485773e-02   3.24675216e-02   4.31204246e-02
    1.81672287e-01  -2.05643491e-01  -1.01802738e-02   2.36844225e-01
   -3.00241548e-02   1.29015889e-01]
 [  1.78296984e-01  -6.09338162e-02  -2.17310009e-01  -5.41450655e-03
    1.13348926e-01  -3.25781991e-01   3.66234809e-02  -1.62782045e-01
    4.50253873e-02  -1.30356046e-01]
 [  2.61950597e-01  -2.26860071e-01   8.44747744e-02   5.82869930e-02
    9.54891135e-02  -7.31302735e-02   4.76142594e-03  -1.31703063e-01
    1.68003533e-01  -9.78629409e-02]
 [ -8.30082612e-02  -1.00961840e-01   1.28221553e-01   1.31321925e-01
    2.58928871e-02  -1.25514916e-01   1.82247913e-01  -7.86909299e-02
    1.89312138e-01   2.59841205e-02]
 [ -1.44187817e-01  -3.28341536e-01   1.38936461e-01  -5.24415500e-01
   -7.17507690e-01   1.94103781e-01   2.79999101e-01  -1.39213567e-01
   -1.28198621e-01   6.56952461e-02]]
[[ 0.60406228]
 [ 1.98151591]
 [ 0.21394083]
 [ 0.94931194]
 [-3.02814822]
 [-0.38986057]
 [-1.9708043 ]
 [ 0.03670488]
 [ 0.64136967]
 [ 0.81869801]]
Progress: 83.4% ... Training loss: 0.231 ... Validation loss: 0.409[[  2.36932202e-01   6.60191191e-01  -7.60898051e-02   1.76132753e-01
   -1.08366625e-01  -1.01694163e-01  -1.17607675e-01   1.20229182e-01
    2.36145613e-02   3.40878754e-01]
 [  8.91306537e-03   9.82810185e-02  -2.09440448e-02   4.47672282e-02
    4.68448668e-02  -5.83766154e-03   3.50752164e-01   3.99467269e-02
    1.45840018e-01  -2.72552994e-02]
 [  2.24033135e-01   4.93164652e-01   4.12579940e-03  -7.83388636e-02
    8.93685068e-01  -2.67401118e-02  -1.20082765e+00  -4.58244441e-02
    7.58866465e-02   3.26893601e-01]
 [ -1.36554368e-03  -5.19450507e-01  -2.05329544e-01   2.15248868e-01
   -2.76024436e-01   1.73693616e-01   3.89753923e-01   5.79564609e-02
    8.39980944e-02   2.82953039e-01]
 [ -6.40539016e-02  -7.40110399e-03  -1.43325919e-01   4.65262257e-02
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   -1.93014089e-01  -9.04557866e-02]
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   -5.38325032e-02   8.72470445e-03]
 [ -2.95905829e-01  -3.64773993e-02   3.25654741e-02   4.36561888e-02
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 [  2.62524404e-01  -2.25512072e-01   8.47178941e-02   5.93524929e-02
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 [ -8.34458644e-02  -1.02489119e-01   1.28069895e-01   1.30605016e-01
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    1.88854047e-01   2.54424663e-02]
 [ -1.44417777e-01  -3.29351778e-01   1.38855679e-01  -5.24804876e-01
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   -1.28462181e-01   6.54057774e-02]]
[[ 0.60351095]
 [ 1.97941323]
 [ 0.21478962]
 [ 0.94874104]
 [-3.0269553 ]
 [-0.38712116]
 [-1.9683839 ]
 [ 0.03862193]
 [ 0.64316339]
 [ 0.81978051]]
Progress: 83.5% ... Training loss: 0.229 ... Validation loss: 0.409[[  2.36606310e-01   6.60477235e-01  -7.61073780e-02   1.75806461e-01
   -1.07995358e-01  -1.01617164e-01  -1.16603535e-01   1.20222230e-01
    2.34613111e-02   3.40757546e-01]
 [  8.83480061e-03   9.79063127e-02  -2.09679144e-02   4.46731654e-02
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    1.45771755e-01  -2.73414184e-02]
 [  2.22819794e-01   4.89691945e-01   3.78536082e-03  -7.97299870e-02
    8.95738097e-01  -2.61786104e-02  -1.19895276e+00  -4.58833126e-02
    7.48567764e-02   3.25393424e-01]
 [ -3.27192655e-03  -5.24359540e-01  -2.06106116e-01   2.11809363e-01
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    8.17578323e-02   2.80344370e-01]
 [ -6.37500988e-02  -5.69138677e-03  -1.43108264e-01   4.64267470e-02
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   -1.92861168e-01  -9.02796856e-02]
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   -3.94104765e-02  -4.92321122e-02]
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   -3.60372350e-01  -3.71560377e-02   1.36736838e-01   1.09003182e-01
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   -2.55035962e-01   6.41042401e-02   3.81175425e-04  -3.17158815e-02
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 [  1.13362374e-02  -6.08182053e-01   5.51901925e-02  -1.46605778e-01
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   -3.76410299e-02   1.51239404e-02]
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   -7.64694025e-02   1.11244587e-01   3.26555794e-01  -1.97606969e-02
   -1.84476517e-01  -2.24041173e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88350166e-01  -3.33147149e-01   9.32189129e-02   2.07226595e-01
   -1.96264518e-01  -6.29978319e-02   1.08623244e-01  -2.62995711e-01
   -2.89418097e-01  -1.13400553e-01]
 [  8.05182673e-02  -2.74002289e-01  -3.02834796e-02   8.24733889e-02
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 [  2.62683681e-02  -1.70910622e-01  -2.15205228e-01   1.20899961e-01
   -6.06141629e-02   8.14959444e-02   2.51556690e-04  -2.14691659e-02
   -9.91686593e-02  -1.32150767e-02]
 [ -1.25843474e-01  -1.31568025e-01  -2.02768842e-01   1.46621469e-01
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 [ -5.14916198e-02  -1.21416573e-01   2.81442454e-01   1.21638094e-01
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 [  6.71141890e-02  -7.40811862e-02   8.59489816e-02   7.51651932e-02
   -1.05060821e-01  -1.41736131e-02   1.34563143e-01   1.18072005e-01
   -2.66338535e-02  -5.33261873e-02]
 [  2.88610312e-03  -2.62565943e-01  -3.00191686e-01  -7.57554985e-02
   -8.67221081e-02  -8.75973482e-02   3.30595322e-03   1.59429930e-01
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 [  5.88017206e-02  -9.28179076e-02  -1.10194913e-01   6.82971464e-02
   -3.52517285e-01   3.12087540e-01   3.22888229e-01   2.04140614e-01
   -1.41517424e-01  -3.79973241e-02]
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 [  1.02720993e-01   5.80388029e-02  -4.61255299e-02  -1.15136521e-01
   -1.60731882e-01  -3.25341134e-01   1.56176260e-01   6.71990796e-03
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 [ -8.35526695e-02  -1.03272969e-01   1.28012880e-01   1.30388059e-01
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    1.88757749e-01   2.53200711e-02]
 [ -1.44210349e-01  -3.28406812e-01   1.38954678e-01  -5.24598200e-01
   -7.19344522e-01   1.94096019e-01   2.79002157e-01  -1.39221582e-01
   -1.28252874e-01   6.57414499e-02]]
[[ 0.60297097]
 [ 1.98209522]
 [ 0.21600335]
 [ 0.94892909]
 [-3.02700587]
 [-0.38810002]
 [-1.96888443]
 [ 0.03693314]
 [ 0.64162826]
 [ 0.81794194]]
Progress: 83.5% ... Training loss: 0.229 ... Validation loss: 0.410[[  2.36850346e-01   6.61255268e-01  -7.59788815e-02   1.76308440e-01
   -1.08293191e-01  -1.01815211e-01  -1.16679611e-01   1.20243037e-01
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 [  8.94475155e-03   9.87826669e-02  -2.09448328e-02   4.48524231e-02
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 [  2.23747375e-01   4.92943347e-01   3.97755608e-03  -7.86050320e-02
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    7.54211411e-02   3.26230924e-01]
 [ -4.99180943e-04  -5.14321295e-01  -2.05111032e-01   2.16288648e-01
   -2.77152007e-01   1.73931079e-01   3.84677977e-01   5.79607907e-02
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 [ -6.72391070e-02  -1.62717357e-02  -1.44389631e-01   4.05444963e-02
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   -1.96913075e-01  -9.48164786e-02]
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   -4.01939030e-02  -5.01652058e-02]
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   -1.84151098e-01  -2.23710102e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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 [  6.60558440e-02   9.46289791e-02   2.61730764e-01   2.64446188e-01
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   -4.86203840e-02  -1.32886763e-02]
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   -5.29333436e-02   9.83309666e-03]
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 [  2.62461499e-01  -2.26114947e-01   8.47764727e-02   5.94966443e-02
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    1.68951055e-01  -9.67800954e-02]
 [ -8.34057711e-02  -1.03162500e-01   1.28062858e-01   1.30593842e-01
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    1.88879136e-01   2.54545372e-02]
 [ -1.44088848e-01  -3.27941216e-01   1.38999183e-01  -5.24452703e-01
   -7.20544361e-01   1.94023703e-01   2.79067921e-01  -1.39215632e-01
   -1.28083080e-01   6.58460136e-02]]
[[ 0.59938603]
 [ 1.97867444]
 [ 0.21467916]
 [ 0.94480227]
 [-3.02816618]
 [-0.38846007]
 [-1.97059061]
 [ 0.03574944]
 [ 0.63818488]
 [ 0.8171488 ]]
Progress: 83.5% ... Training loss: 0.229 ... Validation loss: 0.412[[  2.37051906e-01   6.62166802e-01  -7.58757418e-02   1.76706177e-01
   -1.08409443e-01  -1.01997891e-01  -1.16431840e-01   1.20263336e-01
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 [  8.51697170e-03   9.78596296e-02  -2.11068250e-02   4.41951989e-02
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 [  2.23528190e-01   4.92332000e-01   3.93809543e-03  -7.89252122e-02
    8.93154305e-01  -2.64885856e-02  -1.20038110e+00  -4.58522554e-02
    7.51948736e-02   3.25820918e-01]
 [  8.18646282e-04  -5.11283311e-01  -2.04693694e-01   2.18316398e-01
   -2.84517231e-01   1.73203353e-01   3.79875011e-01   5.80274519e-02
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 [ -7.02871123e-02  -2.60572056e-02  -1.45344202e-01   3.56988537e-02
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   -2.00043224e-01  -9.88466019e-02]
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   -4.00773022e-02  -5.00434691e-02]
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   -3.50434419e-02   1.81978603e-02]
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   -1.83978081e-01  -2.23598692e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -2.89414369e-01  -1.13492320e-01]
 [  8.05148411e-02  -2.74308034e-01  -3.02587947e-02   8.25951719e-02
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 [  2.52121249e-02  -1.74846727e-01  -2.15563123e-01   1.19344251e-01
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   -1.00212756e-01  -1.43557395e-02]
 [ -1.26369602e-01  -1.32991018e-01  -2.02946864e-01   1.45850837e-01
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 [ -5.11372855e-02  -1.19982760e-01   2.81569153e-01   1.22257127e-01
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 [  6.81624023e-02  -7.09553294e-02   8.63239699e-02   7.68035761e-02
   -1.09844657e-01  -1.48624674e-02   1.31949454e-01   1.18136562e-01
   -2.55327463e-02  -5.18348700e-02]
 [  2.59234846e-03  -2.64271003e-01  -3.00268896e-01  -7.61486556e-02
   -8.68956391e-02  -8.74276094e-02   4.51593044e-03   1.59411391e-01
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 [  5.87934061e-02  -9.31257805e-02  -1.10194249e-01   6.83361274e-02
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   -1.41519886e-01  -3.80259704e-02]
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   -1.25488050e-02   3.42022683e-02]
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   -1.70318603e-01  -3.71603887e-01]
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 [  1.47532425e-02  -6.18605719e-01  -4.44370380e-02  -1.03882985e-01
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   -3.63066629e-01  -2.16200405e-01]
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   -7.11774817e-02   9.16568069e-02]
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   -8.68034008e-02  -1.28389335e-01]
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   -2.70573027e-01  -3.68181419e-02]
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   -4.07332184e-02  -1.52275050e-01]
 [  6.40831181e-02   2.60983864e-01   1.47295719e-01  -1.51057782e-01
   -1.91081454e-01   7.35302562e-02  -1.30332463e-01   2.76542067e-01
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 [  3.74069418e-01   4.12235718e-01  -7.32592775e-02   2.99339082e-01
   -9.22625605e-01  -2.87680848e-01  -5.25579252e-01   1.78232264e-01
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 [  6.58166029e-02   9.36810221e-02   2.61645648e-01   2.64055223e-01
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   -1.17831362e-01  -2.68986746e-01]
 [  2.55323860e-02  -1.36668874e-01  -1.21473003e-01  -6.05827774e-02
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 [  2.01707335e-02  -3.89531740e-02  -6.36424092e-02  -3.63802727e-02
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 [  5.16912351e-02   1.70714618e-01   2.50272928e-01   9.91181956e-02
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   -1.68368521e-01   1.32943999e-01]
 [  9.90379503e-02   1.18725350e-01   1.14021194e-01   2.86733466e-02
   -2.00316162e-01   5.02922706e-02  -6.67293976e-02  -2.70663590e-01
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 [ -1.15888907e-03   1.48293017e-01   8.57268144e-02  -4.02954449e-02
   -1.57275254e-02   1.73052474e-01   1.17867580e-04   1.17682987e-01
   -1.91330925e-02   1.75982273e-01]
 [  2.35546009e-01   1.24652984e-01   3.08542095e-02   8.06699101e-02
   -2.20853009e-03  -3.43734723e-02  -2.81767636e-01   1.48046313e-01
   -4.86088981e-02  -1.32367259e-02]
 [  5.80809064e-02   1.07216977e-01   2.10454305e-02   5.62126304e-02
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 [  5.85493085e-02   4.56960007e-01   1.29219944e-01   4.55086137e-01
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 [  2.06265523e-01   3.10000114e-01   2.35381014e-01   1.12369195e-01
   -7.20030085e-01   9.74112687e-02  -1.61406990e-01   1.58440177e-01
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 [ -9.14869714e-02   2.39510367e-01   2.34122228e-01  -8.07436660e-03
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   -2.92084456e-01  -1.12420973e-01]
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   -2.11003689e-01   3.04628203e-02]
 [  7.30982333e-03  -4.85390840e-01  -1.29380163e-01  -1.66776656e-01
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   -1.68563026e-01  -2.25420176e-01]
 [ -5.74199419e-03  -4.67633402e-01  -2.03968230e-01  -2.07489095e-01
   -6.62328877e-01   2.09509474e-02   3.45726860e-01  -1.72737793e-01
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 [ -7.22183406e-02  -6.00210580e-02   2.83129281e-01   7.73664705e-02
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   -5.33244145e-02   9.38508370e-03]
 [ -2.96054559e-01  -3.79775018e-02   3.25682132e-02   4.36905018e-02
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   -2.97533957e-02   1.29372231e-01]
 [  1.78803323e-01  -6.13513980e-02  -2.17134224e-01  -4.72475784e-03
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    4.55357712e-02  -1.29622105e-01]
 [  2.62508345e-01  -2.25843090e-01   8.47979810e-02   5.95868197e-02
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    1.68986209e-01  -9.66510888e-02]
 [ -8.19585030e-02  -9.90013401e-02   1.28591107e-01   1.32821843e-01
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    1.90418141e-01   2.73255470e-02]
 [ -1.44439815e-01  -3.29162100e-01   1.38867810e-01  -5.25057892e-01
   -7.20553415e-01   1.94270121e-01   2.80403312e-01  -1.39238029e-01
   -1.28383008e-01   6.53404203e-02]]
[[ 0.60410593]
 [ 1.98082157]
 [ 0.21989867]
 [ 0.9503644 ]
 [-3.02473333]
 [-0.38323941]
 [-1.96354226]
 [ 0.04160662]
 [ 0.64539745]
 [ 0.82417093]]
Progress: 83.6% ... Training loss: 0.229 ... Validation loss: 0.412[[  2.37656011e-01   6.63846980e-01  -7.57226996e-02   1.77225745e-01
   -1.07440441e-01  -1.02273131e-01  -1.16579457e-01   1.20290346e-01
    2.43103729e-02   3.41923930e-01]
 [  8.52032872e-03   9.78605305e-02  -2.11044180e-02   4.42038429e-02
    4.64056707e-02  -5.60954988e-03   3.51597437e-01   3.99237734e-02
    1.45469930e-01  -2.78439330e-02]
 [  2.20396036e-01   4.82871384e-01   2.66251272e-03  -8.44351137e-02
    9.04963702e-01  -2.42255268e-02  -1.19494193e+00  -4.61061232e-02
    7.13542544e-02   3.21174451e-01]
 [ -5.65537809e-04  -5.14489120e-01  -2.05225873e-01   2.16047233e-01
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 [  2.62639723e-01  -2.25529261e-01   8.48392167e-02   5.97028570e-02
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 [ -8.14941963e-02  -9.82509482e-02   1.28733938e-01   1.33324257e-01
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    1.90850462e-01   2.79680154e-02]
 [ -1.43267530e-01  -3.25886147e-01   1.39314137e-01  -5.23276559e-01
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[[ 0.59927873]
 [ 1.97897717]
 [ 0.21934331]
 [ 0.94958803]
 [-3.02787018]
 [-0.38399368]
 [-1.95823827]
 [ 0.03922727]
 [ 0.6429102 ]
 [ 0.82124208]]
Progress: 83.7% ... Training loss: 0.228 ... Validation loss: 0.413[[  2.37769898e-01   6.65376094e-01  -7.56013999e-02   1.77548044e-01
   -1.09433746e-01  -1.02390056e-01  -1.17696965e-01   1.20304967e-01
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 [  8.70500630e-03   9.81845399e-02  -2.10368706e-02   4.44902604e-02
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    1.45666031e-01  -2.75981159e-02]
 [  2.21313478e-01   4.85074796e-01   3.03171176e-03  -8.27302889e-02
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    7.23375550e-02   3.22338845e-01]
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 [ -7.19730281e-02  -3.23121136e-02  -1.45892011e-01   3.30338152e-02
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   -3.84244223e-02  -4.80463354e-02]
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 [  1.29480138e-02  -6.05082072e-01   5.57947731e-02  -1.44140525e-01
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   -1.85273658e-01  -2.25244336e-01]
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   -2.55852724e-02  -5.19056848e-02]
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   -8.52487656e-02  -8.69077192e-02   6.98946194e-03   1.59355029e-01
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   -1.43987908e-01  -4.10243076e-02]
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 [ -1.43792171e-01  -3.27785779e-01   1.39126314e-01  -5.24116449e-01
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[[ 0.59413095]
 [ 1.97751739]
 [ 0.21474614]
 [ 0.94503102]
 [-3.02968309]
 [-0.3884762 ]
 [-1.96690655]
 [ 0.03515192]
 [ 0.63833   ]
 [ 0.81808196]]
Progress: 83.7% ... Training loss: 0.230 ... Validation loss: 0.415[[  2.39919591e-01   6.74404407e-01  -7.46733234e-02   1.81612715e-01
   -1.16935488e-01  -1.03818977e-01  -1.22751921e-01   1.20449903e-01
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 [  2.25884207e-01   4.99509559e-01   4.80717983e-03  -7.48521063e-02
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   -4.96719864e-02  -1.45622303e-02]
 [  5.84333121e-02   1.08508158e-01   2.12038219e-02   5.68628537e-02
   -4.92872630e-01  -1.31555827e-01  -2.85864507e-01   4.13861521e-02
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 [  5.97252472e-02   4.61472755e-01   1.29707654e-01   4.57220416e-01
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 [  2.06005426e-01   3.09894577e-01   2.35340346e-01   1.12087078e-01
   -7.22833642e-01   9.75435297e-02  -1.60672436e-01   1.58429865e-01
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 [ -9.14979687e-02   2.39732179e-01   2.34124047e-01  -8.09272118e-03
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   -5.12614024e-02   2.64907100e-02]
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   -2.91458013e-01  -1.11657865e-01]
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   -2.10981725e-01   3.05352141e-02]
 [  6.93853212e-03  -4.86344579e-01  -1.29517229e-01  -1.67388966e-01
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   -1.68951109e-01  -2.25881136e-01]
 [ -8.18881124e-03  -4.72878568e-01  -2.04890442e-01  -2.11719783e-01
   -6.60528593e-01   2.26693226e-02   3.53141199e-01  -1.72916092e-01
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 [ -7.22965317e-02  -6.06334189e-02   2.83108123e-01   7.71524705e-02
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   -5.35589345e-02   9.19056057e-03]
 [ -2.94252843e-01  -3.30437062e-02   3.32192824e-02   4.66591626e-02
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   -2.78507627e-02   1.31584783e-01]
 [  1.78011078e-01  -6.35442412e-02  -2.17371323e-01  -5.73833260e-03
    1.13793921e-01  -3.25836791e-01   3.72466181e-02  -1.62787841e-01
    4.47299296e-02  -1.30711641e-01]
 [  2.63593927e-01  -2.22113387e-01   8.52931394e-02   6.16776317e-02
    8.90378761e-02  -7.45921806e-02   2.43345733e-03  -1.31550988e-01
    1.70290895e-01  -9.50694370e-02]
 [ -8.07592504e-02  -9.58093201e-02   1.29030923e-01   1.34566072e-01
    1.89753079e-02  -1.26941502e-01   1.76862061e-01  -7.85506376e-02
    1.91552089e-01   2.87624711e-02]
 [ -1.43177519e-01  -3.26230842e-01   1.39363826e-01  -5.23045871e-01
   -7.25161742e-01   1.93378846e-01   2.77546144e-01  -1.39152589e-01
   -1.26955295e-01   6.68844655e-02]]
[[ 0.61105283]
 [ 1.99732054]
 [ 0.23059396]
 [ 0.95963604]
 [-3.02342119]
 [-0.37825585]
 [-1.96343699]
 [ 0.04867698]
 [ 0.65445461]
 [ 0.83662092]]
Progress: 83.8% ... Training loss: 0.233 ... Validation loss: 0.413[[  2.37228873e-01   6.67516535e-01  -7.56538826e-02   1.77467053e-01
   -1.07920657e-01  -1.02105057e-01  -1.15943846e-01   1.20232945e-01
    2.41025336e-02   3.41485947e-01]
 [  8.72827508e-03   9.84370247e-02  -2.10337970e-02   4.44892304e-02
    4.52295983e-02  -5.74768973e-03   3.50878250e-01   3.99368620e-02
    1.45661576e-01  -2.75690960e-02]
 [  2.25623696e-01   4.97319797e-01   4.74477578e-03  -7.50925133e-02
    8.93527879e-01  -2.79096293e-02  -1.20415810e+00  -4.57488208e-02
    7.74724133e-02   3.28658135e-01]
 [ -4.47358328e-03  -5.21045304e-01  -2.06762715e-01   2.09890897e-01
   -2.75803329e-01   1.76478774e-01   3.91928725e-01   5.76811641e-02
    8.08868789e-02   2.78256832e-01]
 [ -6.86768038e-02  -2.50309626e-02  -1.44569846e-01   3.85875318e-02
   -1.48172839e-01  -1.84834448e-01   1.86567889e-01  -1.13811940e-01
   -1.98206863e-01  -9.69231189e-02]
 [ -3.87675300e-01  -6.86342312e-01  -3.02768283e-01   1.39338544e-01
   -4.35646344e-01   3.07173247e-02   3.99476051e-01  -4.26800456e-02
   -3.96207552e-02  -4.95111659e-02]
 [ -2.88207940e-02  -4.58575573e-01   1.39759593e-03   4.02320840e-02
   -2.75665456e-01  -6.35069162e-02   1.86676737e-01  -1.97461778e-01
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 [  8.38784871e-02  -5.51981909e-01   1.67947204e-02  -1.23689183e-01
   -3.54767571e-01  -3.53405980e-02   1.47717669e-01   1.08764449e-01
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 [ -1.77579715e-01  -2.51342285e-01  -2.99910878e-01  -2.24795416e-02
   -2.63311074e-01   6.32423619e-02  -3.60128173e-03  -3.16580812e-02
    2.85719428e-01  -1.30523183e-01]
 [  1.20314279e-02  -6.05552531e-01   5.55541025e-02  -1.45164615e-01
   -5.95892219e-01  -9.86512932e-02   1.90543900e-01  -1.25754963e-01
   -3.69663113e-02   1.54202328e-02]
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   -3.93933328e-01  -7.37310707e-03   2.91734589e-01  -1.02904964e-01
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 [ -1.54306419e-01  -4.31222058e-01  -7.71179511e-02   1.77123031e-02
   -8.08527294e-02   1.11451051e-01   3.27335863e-01  -1.98095727e-02
   -1.85026142e-01  -2.24904137e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88534002e-01  -3.33733878e-01   9.31797766e-02   2.07053114e-01
   -1.96191700e-01  -6.28628954e-02   1.08924467e-01  -2.63013580e-01
   -2.89706137e-01  -1.13794666e-01]
 [  8.01201339e-02  -2.74691793e-01  -3.03699921e-02   8.20996944e-02
   -7.49808864e-02  -8.26332538e-02   3.25102759e-01  -5.96335640e-04
    2.55149500e-03  -3.09953016e-02]
 [  2.68246539e-02  -1.70329636e-01  -2.14972960e-01   1.21589646e-01
   -6.06617284e-02   8.09601255e-02   4.51293162e-04  -2.14068892e-02
   -9.85637390e-02  -1.24651773e-02]
 [ -1.26853869e-01  -1.34811209e-01  -2.03095071e-01   1.45097517e-01
   -5.88722647e-02   1.36354232e-01  -1.98586474e-02  -2.52441692e-01
    6.70189396e-02  -1.98880669e-01]
 [ -5.38247873e-02  -1.26485764e-01   2.80630837e-01   1.18153149e-01
   -3.42618127e-02  -7.10500381e-02  -7.72993843e-02   1.20575607e-01
    9.72109351e-02   8.14584423e-02]
 [  6.83053298e-02  -7.05208754e-02   8.63622413e-02   7.71058766e-02
   -1.12167066e-01  -1.49874225e-02   1.29998836e-01   1.18114252e-01
   -2.54661780e-02  -5.16902878e-02]
 [  2.29174689e-03  -2.65074987e-01  -3.00369006e-01  -7.64459980e-02
   -8.78396832e-02  -8.71992552e-02   6.14798914e-03   1.59389907e-01
    9.03979930e-02  -5.60828259e-02]
 [  5.76719678e-02  -9.61020052e-02  -1.10520584e-01   6.68389617e-02
   -3.48289776e-01   3.12725010e-01   3.26897208e-01   2.04058482e-01
   -1.42595263e-01  -3.94751151e-02]
 [  2.03886691e-02   2.66663459e-02   1.29262408e-01   1.40871685e-01
   -5.19326409e-02   9.64743705e-02  -2.73570388e-02  -4.12610490e-02
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 [  1.03171880e-01   6.02572256e-02  -4.59874056e-02  -1.14668499e-01
   -1.64804879e-01  -3.25655843e-01   1.54506525e-01   6.73250743e-03
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 [ -1.18642209e-01  -1.51465678e-01  -2.05367849e-02   3.27766531e-03
   -1.46646147e-01  -2.00846589e-01   2.13264787e-02  -2.19580703e-02
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 [ -1.61170155e-01  -1.38139394e-01  -2.03964740e-01  -2.29956091e-02
   -3.95562131e-01  -9.54419534e-04   7.75155209e-02  -2.64831611e-02
   -1.30512291e-02   3.35333357e-02]
 [ -2.02300938e-02  -2.22557815e-01  -7.20572344e-02  -1.10902417e-01
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   -1.70041674e-01  -3.71271493e-01]
 [ -1.21946473e-02  -5.52351505e-01  -3.11455094e-02  -6.91366223e-02
    6.47500801e-01   9.72853354e-02   6.34201033e-01   9.12021087e-02
    3.38499402e-02  -3.89010604e-01]
 [  1.45180008e-02  -6.19640520e-01  -4.45371981e-02  -1.04332625e-01
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   -3.63356433e-01  -2.16538585e-01]
 [ -1.77963799e-01  -7.18218094e-01  -1.26074465e-02  -2.08393451e-01
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   -7.15186137e-02   9.13009637e-02]
 [ -3.04937809e-01  -5.56923747e-01   5.45530144e-02  -4.50366603e-02
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   -8.68339150e-02  -1.28413136e-01]
 [ -2.23418252e-01  -4.22789441e-01   2.46359252e-01  -2.58910679e-01
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   -2.71259893e-01  -3.75842476e-02]
 [ -1.60821745e-01  -3.05258040e-01  -1.91629455e-01  -1.39913582e-01
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   -4.07006345e-02  -1.52207580e-01]
 [  6.29638818e-02   2.59668519e-01   1.46887310e-01  -1.52728516e-01
   -1.91418904e-01   7.42049208e-02  -1.28040511e-01   2.76450917e-01
    1.99862330e-02   1.24803849e-01]
 [  3.71866855e-01   4.06695212e-01  -7.40849112e-02   2.95592406e-01
   -9.20861144e-01  -2.86340130e-01  -5.18499564e-01   1.78077274e-01
    4.09859045e-01   8.05869656e-03]
 [  6.63580315e-02   9.45637582e-02   2.61840503e-01   2.64825593e-01
    2.50417827e-03  -2.08054368e-01  -1.82214307e-01  -1.31808346e-01
   -1.17266117e-01  -2.68394163e-01]
 [  2.51842170e-02  -1.37499613e-01  -1.21603569e-01  -6.11823737e-02
    2.51001159e-01   3.60268906e-02  -2.94943200e-02  -1.86314497e-01
    3.00625873e-02   2.05308554e-01]
 [  2.10991559e-02  -3.69459900e-02  -6.32979827e-02  -3.49549159e-02
    1.52446885e-02  -1.92690417e-01  -1.43988822e-03   1.07694788e-02
    5.11485922e-02   2.01068119e-02]
 [  5.12271774e-02   1.69524731e-01   2.50060614e-01   9.82087599e-02
   -1.98867357e-01  -1.53578499e-01  -1.07572360e-02   4.02086999e-02
   -1.68985819e-01   1.32008304e-01]
 [  9.78756543e-02   1.15448972e-01   1.13615130e-01   2.68157250e-02
   -1.94991521e-01   5.10077168e-02  -6.38953263e-02  -2.70742161e-01
    3.45255056e-03  -6.26261143e-02]
 [ -1.19320785e-03   1.48765760e-01   8.57307724e-02  -4.04146938e-02
   -1.35454390e-02   1.72990936e-01  -8.60903335e-04   1.17666261e-01
   -1.92491759e-02   1.75954151e-01]
 [  2.34381641e-01   1.20956365e-01   3.04086363e-02   7.87254127e-02
    4.40496067e-03  -3.35564950e-02  -2.79623366e-01   1.47960424e-01
   -5.00353763e-02  -1.50345522e-02]
 [  5.88120162e-02   1.09871263e-01   2.13452419e-02   5.74182353e-02
   -4.94158031e-01  -1.31792362e-01  -2.86882054e-01   4.14164101e-02
    1.29063894e-01   2.08220867e-01]
 [  5.94218979e-02   4.60515137e-01   1.29578838e-01   4.56631818e-01
   -1.62573665e+00  -2.90612470e-01  -4.62910627e-01  -7.05832940e-02
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 [  1.52011349e-01   4.39690032e-01   6.27973708e-02   4.10254673e-01
   -1.39598869e+00  -6.46765217e-02  -3.32874117e-01   1.48906142e-01
    2.01740045e-01   4.39302121e-01]
 [  2.05691976e-01   3.09083231e-01   2.35209585e-01   1.11518987e-01
   -7.22305600e-01   9.77556805e-02  -1.59926961e-01   1.58400774e-01
    2.10726549e-01   4.25873342e-02]
 [ -9.20561584e-02   2.38151388e-01   2.33918441e-01  -8.90802705e-03
   -1.56972187e-01   1.41153908e-01  -8.04760599e-02  -1.73041075e-02
   -5.18783643e-02   2.57118576e-02]
 [ -1.16305887e-01  -6.39683281e-03   1.79333167e-02   6.83379592e-02
   -8.11180441e-02   1.24345922e-01   2.35056480e-01   1.77043335e-02
   -2.91760554e-01  -1.12042495e-01]
 [ -2.27402171e-01  -8.12974699e-02  -9.61371606e-02  -3.49646319e-01
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   -2.11245598e-01   3.02637661e-02]
 [  6.64323073e-03  -4.86866122e-01  -1.29627067e-01  -1.67850262e-01
    3.68111546e-01   2.53810805e-02   2.18294330e-01   1.51578985e-01
   -1.69267577e-01  -2.26282409e-01]
 [ -1.03315030e-02  -4.77414230e-01  -2.05690539e-01  -2.15130845e-01
   -6.56601885e-01   2.39912504e-02   3.58811611e-01  -1.73090332e-01
   -1.88400031e-03  -3.43997741e-01]
 [ -7.25798304e-02  -6.18645609e-02   2.83019527e-01   7.67694826e-02
    1.55318414e-01   4.78272496e-02   4.11921460e-02  -2.92389690e-01
   -5.37820222e-02   9.03127317e-03]
 [ -2.95467758e-01  -3.64543802e-02   3.27557140e-02   4.47221859e-02
    1.78814575e-01  -2.06132273e-01  -9.73459151e-03   2.36868257e-01
   -2.91688073e-02   1.29991026e-01]
 [  1.77292620e-01  -6.52020085e-02  -2.17627049e-01  -6.84260270e-03
    1.16502467e-01  -3.25439490e-01   3.90514771e-02  -1.62836769e-01
    4.39659252e-02  -1.31656581e-01]
 [  2.62910769e-01  -2.24066661e-01   8.50430766e-02   6.06461484e-02
    9.15235204e-02  -7.41675823e-02   3.97283109e-03  -1.31603860e-01
    1.69559044e-01  -9.60332032e-02]
 [ -8.15475682e-02  -9.78744834e-02   1.28734370e-01   1.33271377e-01
    2.19629284e-02  -1.26454766e-01   1.78199185e-01  -7.86179827e-02
    1.90656348e-01   2.76734022e-02]
 [ -1.43889445e-01  -3.27917166e-01   1.39079324e-01  -5.24205791e-01
   -7.24375806e-01   1.93880588e-01   2.79609928e-01  -1.39216917e-01
   -1.27823142e-01   6.59189905e-02]]
[[ 0.58816596]
 [ 1.9827412 ]
 [ 0.20653832]
 [ 0.9371934 ]
 [-3.03451196]
 [-0.39895803]
 [-1.98967991]
 [ 0.02717491]
 [ 0.62891957]
 [ 0.81235603]]
Progress: 83.8% ... Training loss: 0.234 ... Validation loss: 0.417[[  2.37618575e-01   6.69768750e-01  -7.54500967e-02   1.78163883e-01
   -1.10441719e-01  -1.02384573e-01  -1.15351639e-01   1.20256838e-01
    2.47113559e-02   3.42014449e-01]
 [  8.83881583e-03   9.87914461e-02  -2.09573248e-02   4.47747686e-02
    4.49271565e-02  -5.86928368e-03   3.51294929e-01   3.99470410e-02
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 [ -8.12202622e-02  -9.72458593e-02   1.28858144e-01   1.33820024e-01
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    1.91029348e-01   2.80371366e-02]
 [ -1.45625937e-01  -3.32974979e-01   1.38482303e-01  -5.26972282e-01
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   -1.29660450e-01   6.38821188e-02]]
[[ 0.59747611]
 [ 1.98899018]
 [ 0.21620119]
 [ 0.94868574]
 [-3.02904027]
 [-0.39036849]
 [-1.97787018]
 [ 0.03805568]
 [ 0.63973109]
 [ 0.82243314]]
Progress: 83.8% ... Training loss: 0.229 ... Validation loss: 0.411[[  2.37528660e-01   6.70051826e-01  -7.54506984e-02   1.78201340e-01
   -1.12364580e-01  -1.02313704e-01  -1.13617868e-01   1.20257642e-01
    2.46054595e-02   3.42045692e-01]
 [  9.44814657e-03   1.00541609e-01  -2.07298668e-02   4.57584258e-02
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    1.46502048e-01  -2.64721930e-02]
 [  2.26369526e-01   5.01961265e-01   5.09203679e-03  -7.38893978e-02
    8.84699387e-01  -2.83114743e-02  -1.20944538e+00  -4.56938257e-02
    7.83240907e-02   3.29937641e-01]
 [ -3.38511299e-03  -5.18218270e-01  -2.06425941e-01   2.11628440e-01
   -2.80615049e-01   1.75708418e-01   3.89117419e-01   5.77406597e-02
    8.20206667e-02   2.79736290e-01]
 [ -7.10620095e-02  -3.16405053e-02  -1.45401869e-01   3.44520675e-02
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   -2.01073865e-01  -1.00784216e-01]
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   -3.80893990e-02  -4.76663845e-02]
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   -1.85649608e-01  -2.25615098e-01]
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   -9.90007735e-02  -1.30217303e-02]
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   -2.40787272e-02  -4.99312985e-02]
 [  3.29855823e-03  -2.61867248e-01  -2.99937910e-01  -7.46206412e-02
   -9.31964559e-02  -8.78933080e-02   3.88751461e-03   1.59467748e-01
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 [  5.68752350e-02  -9.86729167e-02  -1.10817220e-01   6.55872999e-02
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 [ -1.46617101e-01  -3.35719957e-01   1.38124467e-01  -5.28540203e-01
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[[ 0.59811665]
 [ 1.98880335]
 [ 0.2151772 ]
 [ 0.94844813]
 [-3.02813744]
 [-0.38962472]
 [-1.97918144]
 [ 0.03796519]
 [ 0.64091833]
 [ 0.82279194]]
Progress: 83.9% ... Training loss: 0.229 ... Validation loss: 0.412[[  2.38384669e-01   6.74645275e-01  -7.50152639e-02   1.79988539e-01
   -1.15001389e-01  -1.02989891e-01  -1.15749019e-01   1.20327605e-01
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 [  2.26306226e-01   5.03055026e-01   5.18634843e-03  -7.36042377e-02
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    7.83752122e-02   3.29851940e-01]
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   -1.85166941e-01  -2.25040239e-01]
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   -2.02634554e-02   1.71810063e-01  -6.11880741e-03   1.17775796e-01
   -1.73403694e-02   1.78295325e-01]
 [  2.34768382e-01   1.22227397e-01   3.05579383e-02   7.92712165e-02
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   -4.96372374e-02  -1.45024170e-02]
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 [ -2.93577188e-01  -3.21373941e-02   3.34587785e-02   4.79224132e-02
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 [  2.63623632e-01  -2.23216187e-01   8.53077544e-02   6.18881040e-02
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    1.70344395e-01  -9.50041660e-02]
 [ -8.17872307e-02  -9.94245328e-02   1.28644252e-01   1.32881400e-01
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    1.90338247e-01   2.72663847e-02]
 [ -1.46041029e-01  -3.33472551e-01   1.38331067e-01  -5.27685519e-01
   -7.21926497e-01   1.95342406e-01   2.85565307e-01  -1.39327330e-01
   -1.30117008e-01   6.34359527e-02]]
[[ 0.60915912]
 [ 1.99753764]
 [ 0.22373731]
 [ 0.95981976]
 [-3.02739182]
 [-0.38062894]
 [-1.96905771]
 [ 0.04729869]
 [ 0.65285404]
 [ 0.83383467]]
Progress: 84.0% ... Training loss: 0.231 ... Validation loss: 0.412[[  2.36673197e-01   6.69867673e-01  -7.56778592e-02   1.77135270e-01
   -1.07321220e-01  -1.01799585e-01  -1.10812166e-01   1.20182301e-01
    2.36969254e-02   3.40944311e-01]
 [  8.76107242e-03   9.83219325e-02  -2.09705151e-02   4.47752331e-02
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    1.45891216e-01  -2.73903479e-02]
 [  2.25177141e-01   4.98154003e-01   4.69874356e-03  -7.57344087e-02
    8.94294354e-01  -2.74856488e-02  -1.20833026e+00  -4.57943268e-02
    7.68220603e-02   3.28191403e-01]
 [ -2.53063805e-03  -5.13066785e-01  -2.06093035e-01   2.13343481e-01
   -2.91492761e-01   1.75129777e-01   3.85361708e-01   5.78017232e-02
    8.31390345e-02   2.81348845e-01]
 [ -6.90108994e-02  -2.76361524e-02  -1.44673496e-01   3.77449480e-02
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   -1.98994271e-01  -9.81653595e-02]
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   -3.88925984e-02  -4.87832195e-02]
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   -2.68587013e-01   6.17883068e-02  -8.91460060e-03  -3.15232599e-02
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   -1.84953984e-01  -2.24791978e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -2.89030152e-01  -1.13089807e-01]
 [  8.03760846e-02  -2.73840082e-01  -3.02819807e-02   8.25907030e-02
   -7.60890921e-02  -8.28280887e-02   3.24698165e-01  -5.85938991e-04
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 [  2.61395179e-02  -1.73424840e-01  -2.15223321e-01   1.20493130e-01
   -5.80620944e-02   8.13157483e-02   3.01368264e-03  -2.14474385e-02
   -9.92793043e-02  -1.34711944e-02]
 [ -1.26187715e-01  -1.33648988e-01  -2.02810359e-01   1.46312521e-01
   -6.42782219e-02   1.35941059e-01  -2.08918491e-02  -2.52387010e-01
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 [ -5.41728438e-02  -1.27753513e-01   2.80486384e-01   1.17555628e-01
   -3.31980644e-02  -7.08490988e-02  -7.63148932e-02   1.20555951e-01
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 [  6.71774884e-02  -7.46818960e-02   8.59350073e-02   7.54038602e-02
   -1.09452086e-01  -1.43587506e-02   1.32605592e-01   1.17979138e-01
   -2.67622829e-02  -5.32672979e-02]
 [  2.85876334e-03  -2.63387955e-01  -3.00085177e-01  -7.53492656e-02
   -9.14695947e-02  -8.75880270e-02   5.09968671e-03   1.59436982e-01
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 [  5.74386305e-02  -9.66446663e-02  -1.10588638e-01   6.66125519e-02
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   -1.42872385e-01  -3.97405280e-02]
 [  2.17684340e-02   3.05975405e-02   1.29793576e-01   1.43206010e-01
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   -1.69930204e-01  -3.71163389e-01]
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    3.35377436e-02  -3.89414164e-01]
 [  1.52718543e-02  -6.19089153e-01  -4.42722154e-02  -1.03101149e-01
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   -3.62587757e-01  -2.15584341e-01]
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   -7.11751670e-02   9.17945878e-02]
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   -8.69594739e-02  -1.28637523e-01]
 [ -2.23919820e-01  -4.24110303e-01   2.46172141e-01  -2.59654427e-01
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   -2.71789947e-01  -3.82249778e-02]
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   -4.08972830e-02  -1.52439896e-01]
 [  6.27433861e-02   2.59299694e-01   1.46821627e-01  -1.52625154e-01
   -1.95030010e-01   7.42799797e-02  -1.26463466e-01   2.76420897e-01
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 [  3.71589330e-01   4.06575202e-01  -7.41538743e-02   2.95184139e-01
   -9.22126422e-01  -2.86205392e-01  -5.17769103e-01   1.78063589e-01
    4.09590545e-01   7.68113352e-03]
 [  6.61403134e-02   9.38740733e-02   2.61766086e-01   2.64562164e-01
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   -1.17498140e-01  -2.68727823e-01]
 [  2.50538115e-02  -1.38626221e-01  -1.21663673e-01  -6.14528441e-02
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 [  2.06600945e-02  -3.88389252e-02  -6.34781151e-02  -3.57983004e-02
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 [  5.06385714e-02   1.67209877e-01   2.49851191e-01   9.71800202e-02
   -1.94640979e-01  -1.53235096e-01  -9.56396315e-03   4.01606756e-02
   -1.69693775e-01   1.31134184e-01]
 [  9.82798401e-02   1.16366400e-01   1.13747692e-01   2.73598306e-02
   -1.95351476e-01   5.07177643e-02  -6.47288155e-02  -2.70724355e-01
    3.84355386e-03  -6.21494432e-02]
 [  5.81536410e-04   1.54715480e-01   8.64102715e-02  -3.78079863e-02
   -1.98526380e-02   1.71767157e-01  -6.61228053e-03   1.17783690e-01
   -1.72219845e-02   1.78433791e-01]
 [  2.34230300e-01   1.20512575e-01   3.03488510e-02   7.83875663e-02
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   -5.02430372e-02  -1.52442082e-02]
 [  5.91707976e-02   1.11077083e-01   2.14805129e-02   5.80067679e-02
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    1.29417460e-01   2.08732001e-01]
 [  6.03200483e-02   4.63018933e-01   1.29944282e-01   4.58289671e-01
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   -1.39963252e+00  -6.53309186e-02  -3.36225108e-01   1.48978987e-01
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 [  2.05444108e-01   3.09799174e-01   2.35171151e-01   1.11483330e-01
   -7.25021324e-01   9.77946306e-02  -1.59721310e-01   1.58381043e-01
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 [ -9.20967235e-02   2.38166599e-01   2.33900185e-01  -8.94238378e-03
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   -5.19127604e-02   2.56645866e-02]
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   -2.91835676e-01  -1.12094701e-01]
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   -2.11003465e-01   3.05666741e-02]
 [  6.95909913e-03  -4.86499578e-01  -1.29510040e-01  -1.67380941e-01
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   -1.68947320e-01  -2.25867467e-01]
 [ -8.08949265e-03  -4.70712900e-01  -2.04821588e-01  -2.11573819e-01
   -6.70094971e-01   2.24492912e-02   3.54417680e-01  -1.72957316e-01
    7.51139220e-04  -3.40929476e-01]
 [ -7.19210453e-02  -6.14089450e-02   2.83280151e-01   7.78698639e-02
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   -5.30615165e-02   9.81674386e-03]
 [ -2.93926166e-01  -3.31412100e-02   3.33303330e-02   4.73840526e-02
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   -2.74328975e-02   1.32084974e-01]
 [  1.78734863e-01  -6.17868545e-02  -2.17030788e-01  -4.13526998e-03
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    4.55712892e-02  -1.29721523e-01]
 [  2.62434832e-01  -2.26885669e-01   8.48656245e-02   5.99880524e-02
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    1.69142589e-01  -9.66436928e-02]
 [ -8.20026615e-02  -1.00477315e-01   1.28564897e-01   1.32544631e-01
    2.46083021e-02  -1.26171622e-01   1.78718230e-01  -7.86565364e-02
    1.90094331e-01   2.69436403e-02]
 [ -1.46258142e-01  -3.33686491e-01   1.38247646e-01  -5.28066398e-01
   -7.21032279e-01   1.95535050e-01   2.84798479e-01  -1.39351739e-01
   -1.30444424e-01   6.30771518e-02]]
[[ 0.59792829]
 [ 1.99086246]
 [ 0.21375607]
 [ 0.9510813 ]
 [-3.03521872]
 [-0.38876371]
 [-1.97703675]
 [ 0.0377818 ]
 [ 0.64337117]
 [ 0.82387059]]
Progress: 84.0% ... Training loss: 0.228 ... Validation loss: 0.411[[  2.36578843e-01   6.69417649e-01  -7.57347654e-02   1.76906820e-01
   -1.04900194e-01  -1.01741309e-01  -1.09429924e-01   1.20178430e-01
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 [ -8.15036302e-02  -9.91293679e-02   1.28775495e-01   1.33453242e-01
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    1.90586334e-01   2.77116557e-02]
 [ -1.47211885e-01  -3.36582213e-01   1.37888191e-01  -5.29716527e-01
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   -1.31518601e-01   6.18089650e-02]]
[[ 0.59979841]
 [ 1.99102598]
 [ 0.2157258 ]
 [ 0.95395124]
 [-3.03547789]
 [-0.38590572]
 [-1.97151266]
 [ 0.04085047]
 [ 0.64781175]
 [ 0.82433725]]
Progress: 84.0% ... Training loss: 0.229 ... Validation loss: 0.414[[  2.36080948e-01   6.69309165e-01  -7.59054571e-02   1.76005893e-01
   -1.02975842e-01  -1.01449555e-01  -1.07975442e-01   1.20145361e-01
    2.26430581e-02   3.40147016e-01]
 [  8.62866142e-03   9.81531918e-02  -2.10146179e-02   4.45924968e-02
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    1.45745730e-01  -2.75555255e-02]
 [  2.24369946e-01   4.96143534e-01   4.29198953e-03  -7.76844878e-02
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    7.54229437e-02   3.26658485e-01]
 [ -4.43961823e-03  -5.17206622e-01  -2.06679530e-01   2.10830345e-01
   -2.81063524e-01   1.76414764e-01   3.89217127e-01   5.76869141e-02
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 [ -7.10945375e-02  -3.50831768e-02  -1.45454000e-01   3.37872523e-02
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   -3.85927036e-02  -4.83520807e-02]
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   -1.85262773e-01  -2.25208478e-01]
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   -5.54162385e-02   8.17622260e-02   5.48599681e-03  -2.14919048e-02
   -1.00036094e-01  -1.44517585e-02]
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   -1.09641070e-01  -1.43201977e-02   1.32235296e-01   1.17975285e-01
   -2.68417017e-02  -5.32531169e-02]
 [  3.35709094e-03  -2.61713253e-01  -2.99877083e-01  -7.44501470e-02
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 [ -8.16292811e-02  -9.96370982e-02   1.28742489e-01   1.33296648e-01
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    1.90588922e-01   2.76354772e-02]
 [ -1.46656996e-01  -3.35272168e-01   1.38107308e-01  -5.28858281e-01
   -7.21417951e-01   1.95803542e-01   2.87085629e-01  -1.39376660e-01
   -1.30851099e-01   6.26115743e-02]]
[[ 0.60041776]
 [ 1.99327962]
 [ 0.21558407]
 [ 0.9539323 ]
 [-3.03699126]
 [-0.38629483]
 [-1.97344773]
 [ 0.04131051]
 [ 0.64774393]
 [ 0.8249896 ]]
Progress: 84.1% ... Training loss: 0.228 ... Validation loss: 0.411[[  2.37638466e-01   6.74950170e-01  -7.53011582e-02   1.78720130e-01
   -1.08409224e-01  -1.02477670e-01  -1.10998775e-01   1.20254690e-01
    2.43406086e-02   3.42266111e-01]
 [  8.76826043e-03   9.89274857e-02  -2.09791236e-02   4.48078126e-02
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    1.45883597e-01  -2.73880858e-02]
 [  2.25205757e-01   4.98880858e-01   4.64398376e-03  -7.62519218e-02
    8.91702302e-01  -2.74762477e-02  -1.21034915e+00  -4.57909367e-02
    7.63333958e-02   3.28108157e-01]
 [ -5.86810626e-03  -5.21109963e-01  -2.07271650e-01   2.08583417e-01
   -2.80118660e-01   1.77490768e-01   3.92835422e-01   5.75827029e-02
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 [ -7.06313413e-02  -3.51320208e-02  -1.45280366e-01   3.46376555e-02
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   -3.85718546e-02  -4.84120629e-02]
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   -1.84956199e-01  -2.24697127e-01]
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   -1.00041297e-01  -1.44440712e-02]
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   -1.69382071e-01  -3.70527640e-01]
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   -3.62872414e-01  -2.15869745e-01]
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   -8.67014539e-02  -1.28323442e-01]
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 [  3.72467441e-01   4.09073109e-01  -7.37941065e-02   2.96711416e-01
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 [  6.63904133e-02   9.45556317e-02   2.61869590e-01   2.64882762e-01
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   -1.92107590e-01  -1.52877329e-01  -8.46612490e-03   4.01186850e-02
   -1.70489373e-01   1.30219367e-01]
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   -1.96786932e-01   5.03028953e-02  -6.61700286e-02  -2.70684408e-01
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   -1.98044875e-02   1.71507980e-01  -7.56576045e-03   1.17800113e-01
   -1.68388078e-02   1.78990422e-01]
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   -5.10151177e-02  -1.62604727e-02]
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 [ -8.17521732e-02  -1.00388415e-01   1.28727303e-01   1.33334828e-01
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    1.90522042e-01   2.75462979e-02]
 [ -1.46985442e-01  -3.35511845e-01   1.37977789e-01  -5.29420203e-01
   -7.21602954e-01   1.96028217e-01   2.87872661e-01  -1.39400448e-01
   -1.31294159e-01   6.21199206e-02]]
[[ 0.60587312]
 [ 1.99757046]
 [ 0.21923932]
 [ 0.95659644]
 [-3.03418867]
 [-0.38273171]
 [-1.9698994 ]
 [ 0.04508172]
 [ 0.65134757]
 [ 0.82829196]]
Progress: 84.2% ... Training loss: 0.229 ... Validation loss: 0.411[[  2.35168427e-01   6.67912625e-01  -7.62292775e-02   1.74642762e-01
   -9.85934306e-02  -1.00812684e-01  -1.04698505e-01   1.20057339e-01
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 [  2.22521134e-01   4.90329146e-01   3.69704479e-03  -8.06661679e-02
    9.05646152e-01  -2.57769193e-02  -1.20502462e+00  -4.59956445e-02
    7.32365520e-02   3.24696653e-01]
 [ -6.81575998e-03  -5.22073647e-01  -2.07556490e-01   2.07729346e-01
   -2.80452204e-01   1.77999278e-01   3.97401951e-01   5.75220362e-02
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 [ -7.08208466e-02  -3.66797057e-02  -1.45316140e-01   3.46996823e-02
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   -2.00980409e-01  -1.01423865e-01]
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   -3.93865010e-02  -4.95366440e-02]
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   -1.86043661e-01  -2.26102926e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -1.00449812e-01  -1.49498554e-02]
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 [  6.55730755e-02  -7.99147159e-02   8.53233858e-02   7.27236142e-02
   -1.02045549e-01  -1.32154601e-02   1.35873964e-01   1.17847245e-01
   -2.86779254e-02  -5.53807256e-02]
 [  2.61095222e-03  -2.63770452e-01  -3.00150924e-01  -7.57283640e-02
   -9.08997487e-02  -8.75189745e-02   5.78310468e-03   1.59412754e-01
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 [  5.87673112e-02  -9.32421360e-02  -1.10093051e-01   6.86688512e-02
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   -1.69324880e-01  -3.70474146e-01]
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    3.31856566e-02  -3.89990462e-01]
 [  1.50595488e-02  -6.19671180e-01  -4.43470362e-02  -1.03470995e-01
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   -3.62874103e-01  -2.15877708e-01]
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   -7.09482837e-02   9.20846121e-02]
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   -8.67970801e-02  -1.28404788e-01]
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   -2.72248086e-01  -3.87416452e-02]
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   -4.16785914e-02  -1.53416161e-01]
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 [  3.72880008e-01   4.10628979e-01  -7.36221887e-02   2.97404448e-01
   -9.27123068e-01  -2.87157658e-01  -5.20671234e-01   1.78165807e-01
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 [  6.65369239e-02   9.45930536e-02   2.61926717e-01   2.65090829e-01
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   -1.17041182e-01  -2.68198449e-01]
 [  2.48776049e-02  -1.40490008e-01  -1.21751960e-01  -6.18528707e-02
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 [  2.09937413e-02  -3.79888285e-02  -6.33652729e-02  -3.55032947e-02
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 [  4.93277402e-02   1.63193306e-01   2.49360574e-01   9.49324472e-02
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   -1.71275769e-01   1.29344825e-01]
 [  9.92024816e-02   1.19216960e-01   1.14066952e-01   2.86284768e-02
   -1.97371248e-01   5.01450288e-02  -6.69876696e-02  -2.70667498e-01
    4.84225505e-03  -6.10578404e-02]
 [  4.43015377e-04   1.54034362e-01   8.63624497e-02  -3.81385228e-02
   -1.75522670e-02   1.71811236e-01  -6.10930973e-03   1.17764669e-01
   -1.73623777e-02   1.78329606e-01]
 [  2.33547223e-01   1.18060814e-01   3.00915010e-02   7.71314107e-02
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   -5.10743005e-02  -1.63281225e-02]
 [  5.99296459e-02   1.13416523e-01   2.17681799e-02   5.91647760e-02
   -4.98448545e-01  -1.32404809e-01  -2.89197502e-01   4.15010767e-02
    1.30280302e-01   2.09761154e-01]
 [  5.92684737e-02   4.59924169e-01   1.29572716e-01   4.56924813e-01
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   -7.20935560e-01   9.89559125e-02  -1.55342944e-01   1.58254326e-01
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 [ -9.25174231e-02   2.37261888e-01   2.33729064e-01  -9.63933965e-03
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   -5.23882226e-02   2.50166320e-02]
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   -2.91585041e-01  -1.11791434e-01]
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   -2.10488324e-01   3.11933851e-02]
 [  7.84508176e-03  -4.84817760e-01  -1.29187916e-01  -1.66010370e-01
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   -1.67997321e-01  -2.24656906e-01]
 [ -7.64920551e-03  -4.68476677e-01  -2.04671898e-01  -2.11048626e-01
   -6.74757370e-01   2.20976105e-02   3.52740000e-01  -1.72959689e-01
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 [ -7.34673636e-02  -6.77386339e-02   2.82772749e-01   7.53738419e-02
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   -5.46174608e-02   7.83416633e-03]
 [ -2.93567284e-01  -3.31667335e-02   3.34197882e-02   4.79691801e-02
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   -2.71411594e-02   1.32369755e-01]
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 [ -8.18365995e-02  -1.00599598e-01   1.28702653e-01   1.33307449e-01
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    1.90293767e-01   2.74666984e-02]
 [ -1.46797374e-01  -3.34560363e-01   1.38030247e-01  -5.29456654e-01
   -7.21298623e-01   1.96006012e-01   2.85918598e-01  -1.39398448e-01
   -1.31261382e-01   6.23188475e-02]]
[[ 0.59394713]
 [ 1.9888636 ]
 [ 0.20898068]
 [ 0.94516053]
 [-3.03976466]
 [-0.39197059]
 [-1.97980079]
 [ 0.03501456]
 [ 0.64011394]
 [ 0.81512437]]
Progress: 84.2% ... Training loss: 0.231 ... Validation loss: 0.414[[  2.36582368e-01   6.73263368e-01  -7.56404381e-02   1.76956601e-01
   -1.04087890e-01  -1.01740348e-01  -1.07419764e-01   1.20144463e-01
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 [  8.05172085e-03   9.68567040e-02  -2.12186790e-02   4.36380182e-02
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    1.45140315e-01  -2.82489909e-02]
 [  2.22749571e-01   4.92209468e-01   3.77847081e-03  -8.04362327e-02
    9.00260810e-01  -2.58636533e-02  -1.20488746e+00  -4.59841454e-02
    7.35522425e-02   3.25225097e-01]
 [ -1.03890679e-02  -5.33227863e-01  -2.08903726e-01   2.02045716e-01
   -2.65190800e-01   1.80257479e-01   4.05424769e-01   5.73100796e-02
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 [ -6.69033228e-02  -2.70378707e-02  -1.43995322e-01   4.10317759e-02
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   -1.96784064e-01  -9.62320946e-02]
 [ -3.86600127e-01  -6.86255236e-01  -3.02300122e-01   1.41397107e-01
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   -3.84999339e-02  -4.84869864e-02]
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   -1.86369652e-01  -2.26530941e-01]
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   -2.88961741e-01  -1.13193361e-01]
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 [  2.53351584e-02  -1.76823797e-01  -2.15513374e-01   1.19352743e-01
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   -1.00115846e-01  -1.45597341e-02]
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 [  6.55153201e-02  -8.03013323e-02   8.52774428e-02   7.26164154e-02
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 [  1.52549631e-02  -6.19376719e-01  -4.42786771e-02  -1.03161243e-01
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   -8.69789230e-02  -1.28641112e-01]
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 [  6.65679715e-02   9.46741065e-02   2.61936899e-01   2.65137535e-01
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   -1.17009486e-01  -2.68155117e-01]
 [  2.52428890e-02  -1.39787303e-01  -1.21616425e-01  -6.12706823e-02
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 [  9.73230628e-04   1.55927206e-01   8.65420358e-02  -3.74787920e-02
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   -1.68179402e-02   1.79035119e-01]
 [  2.33890266e-01   1.19296399e-01   3.02113539e-02   7.75533449e-02
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   -5.06967907e-02  -1.58366706e-02]
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 [  2.03536844e-01   3.04856007e-01   2.34496187e-01   1.08691755e-01
   -7.21215101e-01   9.90343351e-02  -1.55210694e-01   1.58247311e-01
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   -1.57414983e-01   1.41350509e-01  -7.87366964e-02  -1.73433160e-02
   -5.22631253e-02   2.51826901e-02]
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   -2.91789915e-01  -1.12062276e-01]
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   -2.10427000e-01   3.12636357e-02]
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   -1.68137038e-01  -2.24848735e-01]
 [ -7.69246216e-03  -4.67958367e-01  -2.04665159e-01  -2.11076504e-01
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 [ -7.20704240e-02  -6.39267421e-02   2.83255447e-01   7.76487799e-02
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   -5.31075307e-02   9.79930264e-03]
 [ -2.92399531e-01  -3.03798221e-02   3.38463405e-02   4.99302669e-02
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   -2.58092173e-02   1.33983653e-01]
 [  1.78830296e-01  -6.09327017e-02  -2.16949088e-01  -3.71214647e-03
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 [  2.62614340e-01  -2.27709614e-01   8.49044959e-02   6.00789372e-02
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 [ -8.23813466e-02  -1.01788183e-01   1.28529884e-01   1.32490764e-01
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    1.89659356e-01   2.67208088e-02]
 [ -1.47092569e-01  -3.35677113e-01   1.37955917e-01  -5.30192679e-01
   -7.23415042e-01   1.96180502e-01   2.87318627e-01  -1.39420268e-01
   -1.31530937e-01   6.19046734e-02]]
[[ 0.60029407]
 [ 1.99866657]
 [ 0.21610893]
 [ 0.95284697]
 [-3.03622163]
 [-0.38730138]
 [-1.9729156 ]
 [ 0.04020048]
 [ 0.64565573]
 [ 0.82160014]]
Progress: 84.2% ... Training loss: 0.228 ... Validation loss: 0.409[[  2.36164694e-01   6.72344914e-01  -7.58581300e-02   1.76003733e-01
   -1.02181148e-01  -1.01493239e-01  -1.06667833e-01   1.20123305e-01
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 [  9.11127342e-03   1.00381605e-01  -2.08459231e-02   4.53502410e-02
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    1.46245466e-01  -2.69531243e-02]
 [  2.22733091e-01   4.93343480e-01   3.72308266e-03  -8.08145194e-02
    8.97599325e-01  -2.58340594e-02  -1.20610583e+00  -4.59834115e-02
    7.35415350e-02   3.25020993e-01]
 [ -7.71414002e-03  -5.27554764e-01  -2.07932089e-01   2.06395639e-01
   -2.72966358e-01   1.78535875e-01   3.99423939e-01   5.74815335e-02
    7.78761314e-02   2.75727537e-01]
 [ -6.73842887e-02  -2.66181086e-02  -1.44175405e-01   4.04642547e-02
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   -1.97303772e-01  -9.69826741e-02]
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   -3.87432594e-02  -4.88311704e-02]
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   -3.59866267e-01  -3.55963984e-02   1.46659031e-01   1.08740043e-01
    5.02558052e-02  -4.38637566e-02]
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   -2.72867326e-01   6.09476110e-02  -1.10737324e-02  -3.14422729e-02
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 [  1.49726948e-02  -6.04110293e-01   5.66823365e-02  -1.41058050e-01
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   -3.36990779e-02   1.87516205e-02]
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   -1.87040871e-01  -2.27332919e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88103766e-01  -3.33207221e-01   9.33983707e-02   2.07909151e-01
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   -2.89197078e-01  -1.13506698e-01]
 [  8.08819924e-02  -2.73107414e-01  -3.00934305e-02   8.33117377e-02
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 [  2.55439523e-02  -1.76801653e-01  -2.15450924e-01   1.19687233e-01
   -5.67917830e-02   8.16459166e-02   6.05535772e-03  -2.14863102e-02
   -9.98822512e-02  -1.42990047e-02]
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   -6.78368306e-02   1.35474002e-01  -2.31006218e-02  -2.52359072e-01
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 [ -5.38561792e-02  -1.27200326e-01   2.80635818e-01   1.18227576e-01
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    9.74228033e-02   8.15246661e-02]
 [  6.60281124e-02  -7.89383977e-02   8.54754572e-02   7.33905994e-02
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 [ -1.47542892e-01  -3.37041672e-01   1.37790832e-01  -5.30920703e-01
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[[ 0.60473069]
 [ 1.9998107 ]
 [ 0.22085069]
 [ 0.95919979]
 [-3.03249517]
 [-0.3835402 ]
 [-1.96516821]
 [ 0.04485781]
 [ 0.65196695]
 [ 0.82798043]]
Progress: 84.3% ... Training loss: 0.228 ... Validation loss: 0.410[[  2.36159720e-01   6.72225536e-01  -7.58390084e-02   1.75929599e-01
   -9.85655701e-02  -1.01472621e-01  -1.05034484e-01   1.20124098e-01
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 [  2.21423314e-01   4.89596516e-01   3.18997414e-03  -8.29049980e-02
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   -3.81496688e-02  -4.81347595e-02]
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   -1.86949775e-01  -2.27207653e-01]
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   -3.63012501e-01  -2.16043449e-01]
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   -1.71674080e-01   1.28794606e-01]
 [  9.89680245e-02   1.18654647e-01   1.13991335e-01   2.82663745e-02
   -1.94547678e-01   5.02407109e-02  -6.64494625e-02  -2.70701319e-01
    4.59193006e-03  -6.14866963e-02]
 [  1.54390729e-03   1.57498204e-01   8.67384249e-02  -3.66518843e-02
   -2.22573169e-02   1.71085281e-01  -9.21414047e-03   1.17831583e-01
   -1.62054245e-02   1.79801088e-01]
 [  2.34148357e-01   1.19520017e-01   3.02581779e-02   7.76941689e-02
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   -5.05149946e-02  -1.56207273e-02]
 [  5.94450218e-02   1.11757389e-01   2.15759186e-02   5.82021620e-02
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 [  2.02969628e-01   3.03044320e-01   2.34287268e-01   1.07727139e-01
   -7.19807216e-01   9.94125394e-02  -1.53122617e-01   1.58208802e-01
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   -5.23144514e-02   2.51345677e-02]
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   -1.68139695e-01  -2.24842993e-01]
 [ -8.09602134e-03  -4.70036338e-01  -2.04841533e-01  -2.11949175e-01
   -6.75706453e-01   2.23620945e-02   3.55796968e-01  -1.73001318e-01
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 [ -7.02482256e-02  -5.90247127e-02   2.83923997e-01   8.06545508e-02
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   -5.10323323e-02   1.21130433e-02]
 [ -2.92855874e-01  -3.17922662e-02   3.36753013e-02   4.91875911e-02
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   -2.63442834e-02   1.33274524e-01]
 [  1.79466938e-01  -6.03551281e-02  -2.16754000e-01  -2.89786072e-03
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 [  2.61808477e-01  -2.30067937e-01   8.46151891e-02   5.88273387e-02
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    1.68343162e-01  -9.78546120e-02]
 [ -8.18635004e-02  -1.00811208e-01   1.28736681e-01   1.33272831e-01
    2.42896774e-02  -1.26337688e-01   1.77202373e-01  -7.86312877e-02
    1.90148181e-01   2.73915033e-02]
 [ -1.48607044e-01  -3.39918226e-01   1.37401926e-01  -5.32609119e-01
   -7.20477261e-01   1.97133742e-01   2.91359536e-01  -1.39531786e-01
   -1.33152706e-01   5.99259943e-02]]
[[ 0.59793652]
 [ 1.99569503]
 [ 0.21486076]
 [ 0.95480022]
 [-3.03690525]
 [-0.38857035]
 [-1.97059926]
 [ 0.03907103]
 [ 0.6444218 ]
 [ 0.82105609]]
Progress: 84.3% ... Training loss: 0.228 ... Validation loss: 0.410[[  2.35993896e-01   6.72108570e-01  -7.58729777e-02   1.75817426e-01
   -9.71493187e-02  -1.01352947e-01  -1.04920782e-01   1.20114532e-01
    2.25473012e-02   3.39892065e-01]
 [  7.81105258e-03   9.64234691e-02  -2.13212237e-02   4.33314127e-02
    4.43593359e-02  -5.24246141e-03   3.53447780e-01   3.98583787e-02
    1.45203954e-01  -2.84325148e-02]
 [  2.19849325e-01   4.83920598e-01   2.66634499e-03  -8.55051270e-02
    9.07368677e-01  -2.40119924e-02  -1.19694867e+00  -4.61868796e-02
    7.04258565e-02   3.21439490e-01]
 [ -7.66088719e-03  -5.26350045e-01  -2.07994643e-01   2.07179354e-01
   -2.81175454e-01   1.78488119e-01   4.00235569e-01   5.74756924e-02
    7.84106457e-02   2.76352321e-01]
 [ -6.76703893e-02  -2.77503299e-02  -1.44211595e-01   4.04331455e-02
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   -1.97802884e-01  -9.74990555e-02]
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   -3.81876899e-02  -4.82141762e-02]
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   -3.59921417e-01  -3.46955205e-02   1.51836798e-01   1.08635176e-01
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   -2.71078628e-01   6.17381578e-02  -8.15642494e-03  -3.15364816e-02
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   -5.99193080e-01  -9.95818995e-02   1.96192474e-01  -1.25754042e-01
   -3.51825550e-02   1.67492377e-02]
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   -1.87695348e-01  -2.28116398e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
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   -1.96485306e-01  -6.32051266e-02   1.09940542e-01  -2.63013487e-01
   -2.89296667e-01  -1.13665126e-01]
 [  8.08127670e-02  -2.73325420e-01  -3.01152165e-02   8.32856423e-02
   -7.62100582e-02  -8.31032431e-02   3.24078186e-01  -5.50081639e-04
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 [  2.60228914e-02  -1.76221900e-01  -2.15278081e-01   1.20394593e-01
   -5.73983969e-02   8.13250987e-02   5.23561707e-03  -2.14532495e-02
   -9.93970508e-02  -1.37068097e-02]
 [ -1.25392039e-01  -1.32171333e-01  -2.02509596e-01   1.47518586e-01
   -6.55888429e-02   1.35372190e-01  -2.34414341e-02  -2.52344207e-01
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 [ -5.46283926e-02  -1.29928741e-01   2.80367940e-01   1.16976884e-01
   -3.30057552e-02  -7.04481170e-02  -7.37737866e-02   1.20534544e-01
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 [  6.45438328e-02  -8.43295180e-02   8.49131398e-02   7.09276465e-02
   -9.89782676e-02  -1.24689288e-02   1.37621676e-01   1.17765472e-01
   -3.00269633e-02  -5.70553400e-02]
 [  3.95964972e-03  -2.59041380e-01  -2.99608264e-01  -7.36083654e-02
   -1.00346745e-01  -8.84712721e-02   2.92334539e-03   1.59513345e-01
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 [  5.89484809e-02  -9.18008208e-02  -1.09977048e-01   6.91071024e-02
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   -1.41247089e-01  -3.76555224e-02]
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   -4.85128037e-02   9.71036215e-02  -2.35179275e-02  -4.13252824e-02
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   -1.68843704e-01  -3.69887941e-01]
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 [  1.48025804e-02  -6.21255076e-01  -4.44497810e-02  -1.03916695e-01
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   -3.63227774e-01  -2.16260219e-01]
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   -7.08875336e-02   9.21284990e-02]
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   -8.69125328e-02  -1.28571728e-01]
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 [  3.71487250e-01   4.06261126e-01  -7.40884758e-02   2.95129829e-01
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 [  6.75709937e-02   9.67783306e-02   2.62310732e-01   2.66674423e-01
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 [  4.88393655e-02   1.62044903e-01   2.49176838e-01   9.41105415e-02
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   -1.71820888e-01   1.28648597e-01]
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   -1.93693474e-01   5.03985284e-02  -6.57920992e-02  -2.70715308e-01
    4.33973521e-03  -6.18018019e-02]
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   -2.17820642e-02   1.71206260e-01  -8.91610481e-03   1.17819250e-01
   -1.64028915e-02   1.79555442e-01]
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   -5.04207816e-02  -1.55141918e-02]
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   -1.33745974e-01   5.92380442e-02]]
[[ 0.59164271]
 [ 1.98984439]
 [ 0.20719495]
 [ 0.94748984]
 [-3.03710076]
 [-0.39388102]
 [-1.97275834]
 [ 0.03459995]
 [ 0.63716255]
 [ 0.81353912]]
Progress: 84.4% ... Training loss: 0.230 ... Validation loss: 0.413[[  2.36332120e-01   6.74373019e-01  -7.57255344e-02   1.76250172e-01
   -9.75763003e-02  -1.01570661e-01  -1.05319245e-01   1.20132660e-01
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 [  7.73902735e-03   9.62542390e-02  -2.13532497e-02   4.31899551e-02
    4.45700695e-02  -5.18246470e-03   3.53515524e-01   3.98532336e-02
    1.45107387e-01  -2.85459428e-02]
 [  2.20395761e-01   4.85325203e-01   2.85632621e-03  -8.47439333e-02
    9.02589865e-01  -2.43531490e-02  -1.19899803e+00  -4.61552691e-02
    7.09013679e-02   3.22085006e-01]
 [ -6.93875339e-03  -5.25928803e-01  -2.07724348e-01   2.08402505e-01
   -2.86030513e-01   1.78087582e-01   3.99318532e-01   5.75124327e-02
    7.91540116e-02   2.77419738e-01]
 [ -6.67469976e-02  -2.41025485e-02  -1.43924707e-01   4.16187074e-02
   -1.42898512e-01  -1.86245993e-01   1.85337211e-01  -1.13649442e-01
   -1.97014504e-01  -9.63120536e-02]
 [ -3.85807073e-01  -6.85841380e-01  -3.02003226e-01   1.42613250e-01
   -4.40513254e-01   2.92957281e-02   3.99542251e-01  -4.25833664e-02
   -3.77077784e-02  -4.75243738e-02]
 [ -2.88156447e-02  -4.64205180e-01   1.43797560e-03   4.03714570e-02
   -2.81708662e-01  -6.36568912e-02   1.88492392e-01  -1.97483693e-01
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 [  8.29281693e-02  -5.55189579e-01   1.66238074e-02  -1.24657087e-01
   -3.63093275e-01  -3.48637564e-02   1.51338914e-01   1.08650247e-01
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   -2.75352286e-01   6.06224241e-02  -1.31187109e-02  -3.14372601e-02
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 [  1.51036813e-02  -6.05359014e-01   5.67647016e-02  -1.41049062e-01
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   -3.34723923e-02   1.90119955e-02]
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   -8.37945161e-02   1.12999303e-01   3.34910982e-01  -1.99739085e-02
   -1.87535044e-01  -2.27953943e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88233119e-01  -3.33986888e-01   9.33572310e-02   2.07641343e-01
   -1.96409131e-01  -6.31823807e-02   1.09919932e-01  -2.63015512e-01
   -2.89338557e-01  -1.13708954e-01]
 [  8.14664774e-02  -2.71761914e-01  -2.98775316e-02   8.42950050e-02
   -7.76053372e-02  -8.35554954e-02   3.22847977e-01  -5.09988101e-04
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 [  2.55290229e-02  -1.77255294e-01  -2.15419118e-01   1.19668745e-01
   -5.76534266e-02   8.16230367e-02   6.22407089e-03  -2.14819227e-02
   -9.99078518e-02  -1.43806916e-02]
 [ -1.24794550e-01  -1.31037050e-01  -2.02307915e-01   1.48479051e-01
   -6.75577959e-02   1.34937648e-01  -2.46315203e-02  -2.52308415e-01
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 [ -5.43614546e-02  -1.29272106e-01   2.80465777e-01   1.17412414e-01
   -3.43072158e-02  -7.06339560e-02  -7.47360754e-02   1.20549853e-01
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 [  6.51716253e-02  -8.27662018e-02   8.51302962e-02   7.18855122e-02
   -1.02034689e-01  -1.28696338e-02   1.35946428e-01   1.17802092e-01
   -2.93381209e-02  -5.62141944e-02]
 [  3.33264993e-03  -2.61407948e-01  -2.99841553e-01  -7.46612812e-02
   -9.94483201e-02  -8.80199617e-02   4.80715928e-03   1.59472174e-01
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 [  5.85401116e-02  -9.26332438e-02  -1.10112601e-01   6.84842262e-02
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   -1.41676951e-01  -3.81951429e-02]
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   -1.68659068e-01  -3.69650074e-01]
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    3.31997111e-02  -3.90045309e-01]
 [  1.48149696e-02  -6.21238685e-01  -4.44454829e-02  -1.03896182e-01
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   -3.63214206e-01  -2.16242606e-01]
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   -7.09961675e-02   9.20137862e-02]
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   -8.68098396e-02  -1.28411354e-01]
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   -4.13337741e-02  -1.52910190e-01]
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 [  3.71455783e-01   4.06116129e-01  -7.40753386e-02   2.95094421e-01
   -9.24277377e-01  -2.86240981e-01  -5.17538980e-01   1.78064589e-01
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 [  6.77464142e-02   9.72102630e-02   2.62368791e-01   2.66959033e-01
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   -1.15705128e-01  -2.66536877e-01]
 [  2.57103038e-02  -1.38893434e-01  -1.21466327e-01  -6.06360737e-02
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 [  2.19450549e-02  -3.57585066e-02  -6.30751206e-02  -3.41398313e-02
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 [  4.87840913e-02   1.61654109e-01   2.49148840e-01   9.39620950e-02
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   -1.71920162e-01   1.28520447e-01]
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   -1.94520093e-01   5.02635729e-02  -6.64595933e-02  -2.70703848e-01
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 [  1.50068158e-03   1.57578679e-01   8.67077210e-02  -3.68249233e-02
   -2.12877913e-02   1.71149014e-01  -9.54039786e-03   1.17824170e-01
   -1.63282870e-02   1.79712460e-01]
 [  2.34921242e-01   1.22145622e-01   3.05475063e-02   7.88789547e-02
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   -4.96404969e-02  -1.45444435e-02]
 [  5.90379850e-02   1.10414566e-01   2.14265464e-02   5.74921382e-02
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 [  5.92627628e-02   4.60623732e-01   1.29584955e-01   4.57230824e-01
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 [  2.02408339e-01   3.01363495e-01   2.34080844e-01   1.06804230e-01
   -7.18935842e-01   9.97638609e-02  -1.51054612e-01   1.58175589e-01
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 [ -9.21923233e-02   2.38500804e-01   2.33868891e-01  -8.97425147e-03
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   -5.19288050e-02   2.55858082e-02]
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   -2.91214347e-01  -1.11404421e-01]
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   -2.10316415e-01   3.13721152e-02]
 [  7.69718384e-03  -4.85695232e-01  -1.29228965e-01  -1.66278854e-01
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   -1.68193825e-01  -2.24932576e-01]
 [ -8.27544255e-03  -4.70208516e-01  -2.04910770e-01  -2.12271277e-01
   -6.74639813e-01   2.25300832e-02   3.56487399e-01  -1.73020945e-01
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 [ -7.11800556e-02  -6.31066800e-02   2.83566580e-01   7.91313993e-02
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   -5.18911391e-02   1.08981354e-02]
 [ -2.92347838e-01  -3.09258688e-02   3.38465459e-02   4.99913673e-02
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   -2.58158841e-02   1.33929773e-01]
 [  1.80622402e-01  -5.77682606e-02  -2.16359851e-01  -8.60924270e-04
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    4.77456436e-02  -1.27009189e-01]
 [  2.62963980e-01  -2.26628326e-01   8.50291595e-02   6.06647156e-02
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 [ -8.25711384e-02  -1.02908467e-01   1.28497891e-01   1.32207271e-01
    2.68819946e-02  -1.25897521e-01   1.79839733e-01  -7.86752615e-02
    1.89413483e-01   2.65019039e-02]
 [ -1.47937091e-01  -3.38356522e-01   1.37672860e-01  -5.31701107e-01
   -7.24988462e-01   1.96671262e-01   2.89901073e-01  -1.39492616e-01
   -1.32409095e-01   6.12022359e-02]]
[[ 0.60247384]
 [ 1.9971565 ]
 [ 0.21904847]
 [ 0.95837857]
 [-3.03193567]
 [-0.38294558]
 [-1.95971781]
 [ 0.04379366]
 [ 0.65021473]
 [ 0.8253162 ]]
Progress: 84.5% ... Training loss: 0.228 ... Validation loss: 0.412[[  2.38427642e-01   6.82084086e-01  -7.49066373e-02   1.79709061e-01
   -1.03576937e-01  -1.02943413e-01  -1.11657779e-01   1.20293817e-01
    2.53153719e-02   3.43639449e-01]
 [  7.71295443e-03   9.62026156e-02  -2.13628263e-02   4.31461751e-02
    4.45836070e-02  -5.16566734e-03   3.53408361e-01   3.98513518e-02
    1.45082320e-01  -2.85790927e-02]
 [  2.22644999e-01   4.92495610e-01   3.70566840e-03  -8.10708285e-02
    8.94083830e-01  -2.58886139e-02  -1.20535354e+00  -4.59742467e-02
    7.35879033e-02   3.25250270e-01]
 [ -8.80026206e-03  -5.31380555e-01  -2.08382117e-01   2.05763870e-01
   -2.80151316e-01   1.79378580e-01   4.05744818e-01   5.73627298e-02
    7.72206271e-02   2.74917967e-01]
 [ -6.46361073e-02  -1.76490772e-02  -1.43162164e-01   4.47515379e-02
   -1.47879294e-01  -1.87632250e-01   1.78721769e-01  -1.13483826e-01
   -1.94881316e-01  -9.34452270e-02]
 [ -3.85875816e-01  -6.86568843e-01  -3.02039491e-01   1.42465171e-01
   -4.39578717e-01   2.93245420e-02   4.00182856e-01  -4.25862049e-02
   -3.77877591e-02  -4.76051603e-02]
 [ -2.81922005e-02  -4.61929396e-01   1.67398551e-03   4.13092185e-02
   -2.86219261e-01  -6.41224738e-02   1.86533383e-01  -1.97431522e-01
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 [  8.41148048e-02  -5.50914030e-01   1.70948123e-02  -1.22568253e-01
   -3.67521148e-01  -3.56615201e-02   1.47344385e-01   1.08747819e-01
    5.04601380e-02  -4.33460968e-02]
 [ -1.74684993e-01  -2.44875983e-01  -2.98880343e-01  -1.86173725e-02
   -2.71828852e-01   6.12879115e-02  -1.00961366e-02  -3.15142331e-02
    2.89276081e-01  -1.26643617e-01]
 [  1.48279047e-02  -6.04950107e-01   5.66824629e-02  -1.41451342e-01
   -6.06156986e-01  -1.00580069e-01   1.91708957e-01  -1.25664428e-01
   -3.34995293e-02   1.89309398e-02]
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   -4.16920415e-01  -1.12630945e-02   2.76276884e-01  -1.02578970e-01
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 [ -1.56734039e-01  -4.40749352e-01  -7.79776301e-02   1.46456477e-02
   -8.33584085e-02   1.12986102e-01   3.35323823e-01  -1.99747863e-02
   -1.87425402e-01  -2.27848770e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88266407e-01  -3.34173819e-01   9.33400506e-02   2.07574032e-01
   -1.96420299e-01  -6.31560586e-02   1.09933264e-01  -2.63019014e-01
   -2.89375661e-01  -1.13761080e-01]
 [  8.15318241e-02  -2.71743128e-01  -2.98435362e-02   8.44131368e-02
   -7.77020624e-02  -8.36137756e-02   3.22852060e-01  -5.03537776e-04
    3.94357179e-03  -2.91444826e-02]
 [  2.57010628e-02  -1.76753354e-01  -2.15374444e-01   1.19898307e-01
   -5.72239439e-02   8.15153762e-02   5.79286189e-03  -2.14692881e-02
   -9.97524419e-02  -1.41371413e-02]
 [ -1.25023254e-01  -1.31325985e-01  -2.02384072e-01   1.48001793e-01
   -6.69653433e-02   1.35014691e-01  -2.42922764e-02  -2.52323007e-01
    6.90998645e-02  -1.96241687e-01]
 [ -5.45109162e-02  -1.30131688e-01   2.80393104e-01   1.17103210e-01
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    1.88667793e-01   2.55026059e-02]
 [ -1.46897974e-01  -3.34696813e-01   1.38030506e-01  -5.30152947e-01
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[[ 0.60804336]
 [ 2.00458256]
 [ 0.22243427]
 [ 0.96082429]
 [-3.03195803]
 [-0.38108064]
 [-1.96127242]
 [ 0.0464124 ]
 [ 0.6521798 ]
 [ 0.83050262]]
Progress: 84.5% ... Training loss: 0.229 ... Validation loss: 0.410[[  2.38518387e-01   6.82377345e-01  -7.48586500e-02   1.79839103e-01
   -1.02730094e-01  -1.02986440e-01  -1.10631271e-01   1.20304655e-01
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 [  2.23684396e-01   4.95169198e-01   4.11965530e-03  -7.89499906e-02
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   -3.77454597e-02  -4.75062501e-02]
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   -1.87700075e-01  -2.28131595e-01]
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   -1.68597599e-01  -3.69617719e-01]
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   -1.72127894e-01   1.28323495e-01]
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   -1.95639812e-01   5.00257805e-02  -6.74268665e-02  -2.70679347e-01
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 [  2.04597561e-03   1.59397664e-01   8.68868071e-02  -3.62806661e-02
   -2.17446127e-02   1.70828925e-01  -1.15000643e-02   1.17851229e-01
   -1.57956829e-02   1.80469833e-01]
 [  2.34842329e-01   1.22023719e-01   3.05128649e-02   7.87216372e-02
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   -4.97539597e-02  -1.47166982e-02]
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   -7.21808234e-01   9.96417792e-02  -1.51301856e-01   1.58193808e-01
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   -5.16344320e-02   2.59323826e-02]
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   -1.68183815e-01  -2.24925841e-01]
 [ -8.92263690e-03  -4.70170384e-01  -2.05126312e-01  -2.13298101e-01
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   -7.47263661e-05  -3.42323792e-01]
 [ -6.94434621e-02  -5.85582455e-02   2.84240839e-01   8.20245263e-02
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   -4.98916499e-02   1.32050048e-02]
 [ -2.92716901e-01  -3.31378445e-02   3.37654151e-02   4.95383278e-02
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   -2.61448029e-02   1.33503504e-01]
 [  1.80575236e-01  -5.81344429e-02  -2.16354225e-01  -8.30824189e-04
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 [  2.63398972e-01  -2.26626017e-01   8.51727167e-02   6.12441155e-02
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    1.69799129e-01  -9.59198643e-02]
 [ -8.44596479e-02  -1.08299049e-01   1.27811572e-01   1.29239328e-01
    3.16128836e-02  -1.24788169e-01   1.85590798e-01  -7.88170339e-02
    1.87749462e-01   2.41543855e-02]
 [ -1.47685393e-01  -3.36290869e-01   1.37744973e-01  -5.31497396e-01
   -7.29150381e-01   1.96548019e-01   2.88789254e-01  -1.39486084e-01
   -1.32230624e-01   6.15564398e-02]]
[[ 0.60590813]
 [ 2.00151975]
 [ 0.21712912]
 [ 0.95703032]
 [-3.03171959]
 [-0.38448891]
 [-1.9653956 ]
 [ 0.04344215]
 [ 0.64747152]
 [ 0.82718007]]
Progress: 84.5% ... Training loss: 0.228 ... Validation loss: 0.407[[  2.37603821e-01   6.80516650e-01  -7.52042364e-02   1.78401452e-01
   -9.78996556e-02  -1.02331753e-01  -1.06929746e-01   1.20237851e-01
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 [  7.88123480e-03   9.63573412e-02  -2.12956296e-02   4.34422616e-02
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    1.45285681e-01  -2.83950328e-02]
 [  2.22869943e-01   4.93482910e-01   3.78962480e-03  -8.01708122e-02
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    7.39513850e-02   3.25375743e-01]
 [ -6.38724774e-03  -5.19991424e-01  -2.07565934e-01   2.09586725e-01
   -2.87662083e-01   1.77862874e-01   3.94457953e-01   5.75334903e-02
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 [ -6.27545618e-02  -1.19209189e-02  -1.42451354e-01   4.77685290e-02
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   -1.93028320e-01  -9.07957596e-02]
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   -3.78173967e-02  -4.76101349e-02]
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   -2.74176784e-01   6.08995782e-02  -1.14765577e-02  -3.14879328e-02
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   -8.54658178e-02   1.12949976e-01   3.34651170e-01  -1.99782709e-02
   -1.87479147e-01  -2.27944281e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
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   -2.90312704e-01  -1.14902632e-01]
 [  8.17748899e-02  -2.71268272e-01  -2.97503618e-02   8.47697445e-02
   -7.76651425e-02  -8.37764961e-02   3.22893134e-01  -4.84516595e-04
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 [  2.51320833e-02  -1.79046967e-01  -2.15576313e-01   1.18852469e-01
   -5.48016720e-02   8.17875116e-02   7.45377824e-03  -2.15007576e-02
   -1.00343669e-01  -1.49217111e-02]
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   -6.62592085e-02   1.35248195e-01  -2.29932568e-02  -2.52346541e-01
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   -1.01892156e-01  -1.27361563e-02   1.37033826e-01   1.17790679e-01
   -2.94648207e-02  -5.63541679e-02]
 [  5.16278277e-03  -2.56851344e-01  -2.99170268e-01  -7.15851929e-02
   -1.08120786e-01  -8.91491889e-02   1.89411060e-04   1.59612268e-01
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 [  5.87196196e-02  -9.06662727e-02  -1.09999049e-01   6.90130236e-02
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   -1.41334645e-01  -3.79366869e-02]
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   -1.68869151e-01  -3.69949097e-01]
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 [  1.43435968e-02  -6.22651057e-01  -4.46235621e-02  -1.04668490e-01
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   -3.63773085e-01  -2.16894240e-01]
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   -7.15334438e-02   9.13986069e-02]
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   -8.69094175e-02  -1.28516897e-01]
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 [  3.71973016e-01   4.08113386e-01  -7.38889644e-02   2.95713741e-01
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 [  6.79615953e-02   9.72356469e-02   2.62441262e-01   2.67214385e-01
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 [  4.83226650e-02   1.60293821e-01   2.48911152e-01   9.29883957e-02
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   -1.54160714e-02   1.80956365e-01]
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   -4.95087999e-02  -1.44110428e-02]
 [  5.86019272e-02   1.09124006e-01   2.12509848e-02   5.67837297e-02
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    1.87696553e-01   2.40186770e-02]
 [ -1.47777459e-01  -3.35599398e-01   1.37710098e-01  -5.31683324e-01
   -7.31136471e-01   1.96554610e-01   2.89136890e-01  -1.39491592e-01
   -1.32246829e-01   6.15354825e-02]]
[[ 0.60046033]
 [ 1.99953795]
 [ 0.21189262]
 [ 0.95383228]
 [-3.03509787]
 [-0.38922345]
 [-1.9705673 ]
 [ 0.04052681]
 [ 0.64420418]
 [ 0.8229083 ]]
Progress: 84.6% ... Training loss: 0.227 ... Validation loss: 0.407[[  2.38545165e-01   6.83472929e-01  -7.48405740e-02   1.79979061e-01
   -9.89174146e-02  -1.03005223e-01  -1.08552325e-01   1.20313128e-01
    2.53531376e-02   3.43578025e-01]
 [  8.58447823e-03   9.86443846e-02  -2.10591506e-02   4.45513778e-02
    4.01450144e-02  -5.75259732e-03   3.51738168e-01   3.99125015e-02
    1.46032713e-01  -2.74468561e-02]
 [  2.24588877e-01   4.98451247e-01   4.43253402e-03  -7.73474468e-02
    8.83849179e-01  -2.70570602e-02  -1.20710987e+00  -4.58298401e-02
    7.58520371e-02   3.27828303e-01]
 [ -6.30078457e-03  -5.18737929e-01  -2.07515432e-01   2.09946354e-01
   -2.86400648e-01   1.77736052e-01   3.91745140e-01   5.75300713e-02
    7.99003987e-02   2.78921207e-01]
 [ -6.23912838e-02  -1.19813961e-02  -1.42308104e-01   4.78476530e-02
   -1.50780104e-01  -1.88832497e-01   1.72713575e-01  -1.13308940e-01
   -1.92743947e-01  -9.02971333e-02]
 [ -3.85811389e-01  -6.87436433e-01  -3.02069968e-01   1.42278352e-01
   -4.39230018e-01   2.92813219e-02   4.01587594e-01  -4.25800767e-02
   -3.79003429e-02  -4.76569016e-02]
 [ -2.97622074e-02  -4.66274205e-01   1.14817413e-03   3.87905002e-02
   -2.82987937e-01  -6.33815060e-02   1.91747722e-01  -1.97542750e-01
    1.79474807e-01   3.62297457e-02]
 [  8.45420118e-02  -5.50544371e-01   1.72698671e-02  -1.21488418e-01
   -3.71640884e-01  -3.58898314e-02   1.47572771e-01   1.08777188e-01
    5.08972753e-02  -4.27665127e-02]
 [ -1.74290492e-01  -2.44496016e-01  -2.98737095e-01  -1.81564782e-02
   -2.74628979e-01   6.10024701e-02  -1.14447379e-02  -3.14950323e-02
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 [  1.44863971e-02  -6.08991002e-01   5.65164776e-02  -1.42091965e-01
   -6.05333197e-01  -1.00498063e-01   1.96210116e-01  -1.25699800e-01
   -3.37846704e-02   1.82846199e-02]
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   -4.19167112e-01  -1.12710064e-02   2.77161065e-01  -1.02581151e-01
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   -8.52753401e-02   1.13096002e-01   3.35437345e-01  -1.99937638e-02
   -1.87713355e-01  -2.28252893e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.89357156e-01  -3.37276070e-01   9.29171838e-02   2.05748090e-01
   -1.95184513e-01  -6.24553707e-02   1.12957414e-01  -2.63103483e-01
   -2.90640582e-01  -1.15274239e-01]
 [  8.20963754e-02  -2.70750196e-01  -2.96369716e-02   8.53114261e-02
   -7.79019934e-02  -8.39799644e-02   3.22651549e-01  -4.61385903e-04
    4.52084066e-03  -2.84258310e-02]
 [  2.57806572e-02  -1.77142846e-01  -2.15359014e-01   1.19879680e-01
   -5.66700658e-02   8.13692009e-02   5.49650285e-03  -2.14568714e-02
   -9.96616917e-02  -1.41508525e-02]
 [ -1.25358554e-01  -1.33427805e-01  -2.02484590e-01   1.47457876e-01
   -6.62467028e-02   1.35158504e-01  -2.28058374e-02  -2.52345020e-01
    6.88454775e-02  -1.96645178e-01]
 [ -5.46619726e-02  -1.29338307e-01   2.80356447e-01   1.16877650e-01
   -3.47482952e-02  -7.05555826e-02  -7.34994514e-02   1.20530556e-01
    9.67166983e-02   8.06528977e-02]
 [  6.52938304e-02  -8.27726705e-02   8.51721077e-02   7.22078746e-02
   -1.03449749e-01  -1.29336995e-02   1.36443885e-01   1.17810849e-01
   -2.91454445e-02  -5.59447567e-02]
 [  5.98241516e-03  -2.54308615e-01  -2.98852966e-01  -7.00641754e-02
   -1.12698298e-01  -8.96973434e-02  -1.55316195e-03   1.59672948e-01
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 [  5.86074675e-02  -9.13267991e-02  -1.10037541e-01   6.88001783e-02
   -3.58901152e-01   3.11973578e-01   3.25392525e-01   2.04146651e-01
   -1.41468696e-01  -3.80745457e-02]
 [  2.03530012e-02   2.66344542e-02   1.29259782e-01   1.41118694e-01
   -4.88768306e-02   9.65238081e-02  -2.74481411e-02  -4.12998737e-02
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 [  1.05000448e-01   6.55051117e-02  -4.53186624e-02  -1.12418618e-01
   -1.72784012e-01  -3.26824822e-01   1.49202407e-01   6.83431306e-03
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   -1.46045796e-01  -2.00680719e-01   2.31495002e-02  -2.20065633e-02
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   -1.18342844e-02   3.50390169e-02]
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   -1.68706919e-01  -3.69752350e-01]
 [ -1.29988525e-02  -5.56020060e-01  -3.14596412e-02  -7.05337181e-02
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    3.30105474e-02  -3.90307934e-01]
 [  1.42530692e-02  -6.22818704e-01  -4.46530462e-02  -1.04798110e-01
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   -3.63873648e-01  -2.17013339e-01]
 [ -1.78078223e-01  -7.20390731e-01  -1.26207120e-02  -2.08385359e-01
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   -7.14365409e-02   9.15166819e-02]
 [ -3.05152662e-01  -5.59157686e-01   5.45052711e-02  -4.51345568e-02
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   -8.68706217e-02  -1.28464583e-01]
 [ -2.23359390e-01  -4.23750422e-01   2.46403459e-01  -2.58602004e-01
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   -2.71133042e-01  -3.72349455e-02]
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   -4.07794032e-02  -1.52199565e-01]
 [  6.20869610e-02   2.62149921e-01   1.46679209e-01  -1.52681535e-01
   -2.00108683e-01   7.44635192e-02  -1.24729114e-01   2.76377675e-01
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 [  3.72534533e-01   4.09732556e-01  -7.36732361e-02   2.96555283e-01
   -9.27750642e-01  -2.86943998e-01  -5.21407283e-01   1.78143048e-01
    4.10583859e-01   9.37042049e-03]
 [  6.77492189e-02   9.66516114e-02   2.62365198e-01   2.66882825e-01
   -1.34886415e-04  -2.08928644e-01  -1.85008177e-01  -1.31718595e-01
   -1.15739143e-01  -2.66578812e-01]
 [  2.63713984e-02  -1.38234338e-01  -1.21219598e-01  -5.95630082e-02
    2.51435139e-01   3.52313366e-02  -3.24334493e-02  -1.86247829e-01
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 [  2.29676906e-02  -3.31335547e-02  -6.27189697e-02  -3.25705396e-02
    1.48048805e-02  -1.93946481e-01  -5.66616386e-03   1.08840129e-02
    5.30234593e-02   2.24840768e-02]
 [  4.89364055e-02   1.61949844e-01   2.49127827e-01   9.38187876e-02
   -1.84832672e-01  -1.52209176e-01  -7.35967739e-03   4.00230754e-02
   -1.71896407e-01   1.28556381e-01]
 [  9.90524661e-02   1.18566169e-01   1.14004334e-01   2.82537757e-02
   -1.94417786e-01   5.01147232e-02  -6.60534804e-02  -2.70695126e-01
    4.70107001e-03  -6.12600020e-02]
 [  2.47822233e-03   1.60529518e-01   8.70318056e-02  -3.57132866e-02
   -2.17209433e-02   1.70544557e-01  -1.26935391e-02   1.17880554e-01
   -1.53540764e-02   1.81041971e-01]
 [  2.35264897e-01   1.23458764e-01   3.06673773e-02   7.93760813e-02
    4.15652773e-03  -3.42327984e-02  -2.83366137e-01   1.47990069e-01
   -4.92988677e-02  -1.41222288e-02]
 [  5.86715452e-02   1.09334765e-01   2.12800692e-02   5.68740591e-02
   -4.91102462e-01  -1.31566471e-01  -2.86274847e-01   4.14094927e-02
    1.28871515e-01   2.07995369e-01]
 [  5.74007479e-02   4.54114282e-01   1.28966380e-01   4.54419676e-01
   -1.63461791e+00  -2.89130554e-01  -4.50937193e-01  -7.07077272e-02
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    2.02971569e-01   4.40656072e-01]
 [  2.02894534e-01   3.03968507e-01   2.34303401e-01   1.07842839e-01
   -7.24863717e-01   9.94232061e-02  -1.52429710e-01   1.58220478e-01
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 [ -9.20406257e-02   2.38977925e-01   2.33930441e-01  -8.68325665e-03
   -1.61339213e-01   1.40995240e-01  -7.99106287e-02  -1.73088915e-02
   -5.16901334e-02   2.58501252e-02]
 [ -1.15785468e-01  -4.97166712e-03   1.81154941e-02   6.92114948e-02
   -8.59143683e-02   1.23981851e-01   2.33344586e-01   1.77308375e-02
   -2.91141694e-01  -1.11306652e-01]
 [ -2.27761568e-01  -8.43800656e-02  -9.62377941e-02  -3.49893323e-01
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   -2.11516704e-01   2.99358221e-02]
 [  7.64857858e-03  -4.86003108e-01  -1.29248937e-01  -1.66356894e-01
    3.63748279e-01   2.47549628e-02   2.16021162e-01   1.51649266e-01
   -1.68231068e-01  -2.24986907e-01]
 [ -9.41281667e-03  -4.71684965e-01  -2.05334337e-01  -2.14129236e-01
   -6.76650057e-01   2.32876094e-02   3.60182922e-01  -1.73115393e-01
   -6.34213748e-04  -3.43038706e-01]
 [ -6.93724732e-02  -5.83137243e-02   2.84262289e-01   8.20749798e-02
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   -4.99192315e-02   1.32848887e-02]
 [ -2.91829697e-01  -3.23721224e-02   3.40836983e-02   5.08928633e-02
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   -2.52469104e-02   1.34635003e-01]
 [  1.80824309e-01  -5.77021389e-02  -2.16276814e-01  -4.08968191e-04
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    4.80825566e-02  -1.26391560e-01]
 [  2.63086350e-01  -2.27636732e-01   8.51006748e-02   6.08661851e-02
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    1.69583544e-01  -9.62510694e-02]
 [ -8.48209977e-02  -1.09330729e-01   1.27677045e-01   1.28671980e-01
    3.21733808e-02  -1.24568862e-01   1.86393340e-01  -7.88438545e-02
    1.87309695e-01   2.35801533e-02]
 [ -1.47212143e-01  -3.34262023e-01   1.37899690e-01  -5.30715796e-01
   -7.32744901e-01   1.96204575e-01   2.87766645e-01  -1.39459339e-01
   -1.31644588e-01   6.22204151e-02]]
[[ 0.60839995]
 [ 2.00472679]
 [ 0.2182388 ]
 [ 0.95941264]
 [-3.02951325]
 [-0.38352852]
 [-1.96445665]
 [ 0.04661511]
 [ 0.6512495 ]
 [ 0.83035914]]
Progress: 84.7% ... Training loss: 0.228 ... Validation loss: 0.407[[  2.37587428e-01   6.80026295e-01  -7.51680831e-02   1.78367508e-01
   -9.33377330e-02  -1.02281080e-01  -1.02877508e-01   1.20220364e-01
    2.41189748e-02   3.41952529e-01]
 [  7.99240733e-03   9.70464994e-02  -2.12669785e-02   4.36162693e-02
    4.18393874e-02  -5.38009854e-03   3.53392754e-01   3.98671499e-02
    1.45486704e-01  -2.82236936e-02]
 [  2.21340822e-01   4.88423799e-01   3.15867580e-03  -8.30828963e-02
    8.95484437e-01  -2.48340192e-02  -1.19757330e+00  -4.61091926e-02
    7.20963750e-02   3.22751316e-01]
 [ -7.55649610e-03  -5.23062189e-01  -2.08109578e-01   2.07682572e-01
   -2.85985654e-01   1.78882801e-01   3.96595321e-01   5.73930727e-02
    7.81427459e-02   2.77260363e-01]
 [ -6.09659818e-02  -7.97225729e-03  -1.41717881e-01   5.01717090e-02
   -1.64958522e-01  -1.89840614e-01   1.69289150e-01  -1.13188456e-01
   -1.91297210e-01  -8.88969221e-02]
 [ -3.85063700e-01  -6.86314014e-01  -3.01794277e-01   1.43469269e-01
   -4.39858871e-01   2.87913800e-02   4.00428362e-01  -4.25215384e-02
   -3.70914381e-02  -4.66782735e-02]
 [ -3.11129865e-02  -4.70451994e-01   7.23740611e-04   3.67918533e-02
   -2.76366915e-01  -6.25684743e-02   1.95160501e-01  -1.97640417e-01
    1.77996753e-01   3.45440127e-02]
 [  8.34395556e-02  -5.54640680e-01   1.68225042e-02  -1.23697018e-01
   -3.69538136e-01  -3.50112735e-02   1.52891978e-01   1.08664103e-01
    4.95094584e-02  -4.48363755e-02]
 [ -1.74748145e-01  -2.46265964e-01  -2.98878784e-01  -1.87682230e-02
   -2.74081604e-01   6.12413876e-02  -9.82142139e-03  -3.15249301e-02
    2.89545043e-01  -1.26651492e-01]
 [  1.31271199e-02  -6.14171491e-01   5.60321282e-02  -1.44612909e-01
   -5.99174371e-01  -9.95373059e-02   2.02315828e-01  -1.25820829e-01
   -3.53425817e-02   1.59811824e-02]
 [ -6.51297201e-02  -3.00531363e-01   1.35186014e-02  -1.08527274e-01
   -4.14508923e-01  -1.07769348e-02   2.80062590e-01  -1.02646708e-01
    2.26786728e-02  -7.16403215e-02]
 [ -1.56974591e-01  -4.41187912e-01  -7.80158267e-02   1.44488256e-02
   -8.74500638e-02   1.13081739e-01   3.35626179e-01  -1.99892893e-02
   -1.87697018e-01  -2.28240851e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88832177e-01  -3.36014056e-01   9.31220884e-02   2.06636728e-01
   -1.96163419e-01  -6.28027822e-02   1.11779770e-01  -2.63061920e-01
   -2.90047432e-01  -1.14555060e-01]
 [  8.23110367e-02  -2.70766265e-01  -2.95567947e-02   8.56662286e-02
   -7.82040035e-02  -8.41270282e-02   3.22729936e-01  -4.42225952e-04
    4.77493837e-03  -2.81318726e-02]
 [  2.61171555e-02  -1.76974196e-01  -2.15246464e-01   1.20378727e-01
   -5.63528482e-02   8.11589874e-02   5.17071342e-03  -2.14328681e-02
   -9.93187912e-02  -1.37086882e-02]
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    1.87872190e-01   2.42309802e-02]
 [ -1.46916297e-01  -3.33740446e-01   1.38041587e-01  -5.30302650e-01
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   -1.31260105e-01   6.27779837e-02]]
[[ 0.5961018 ]
 [ 1.9997668 ]
 [ 0.21174544]
 [ 0.95194002]
 [-3.03568085]
 [-0.3909071 ]
 [-1.96812631]
 [ 0.039402  ]
 [ 0.63977866]
 [ 0.82165353]]
Progress: 84.7% ... Training loss: 0.227 ... Validation loss: 0.408[[  2.39769348e-01   6.86838539e-01  -7.43784145e-02   1.81850244e-01
   -1.00820430e-01  -1.03660505e-01  -1.08752341e-01   1.20373516e-01
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 [  2.20733758e-01   4.87417632e-01   2.90249194e-03  -8.42071891e-02
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    7.14220673e-02   3.21950618e-01]
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   -3.66934120e-02  -4.63169491e-02]
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   -1.87740769e-01  -2.28328285e-01]
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   -1.90420507e-01   5.04909111e-02  -6.37466849e-02  -2.70730282e-01
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   -2.07608670e-02   1.70520471e-01  -1.30307054e-02   1.17884964e-01
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   -4.85035168e-02  -1.32131474e-02]
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 [ -8.39622426e-02  -1.07677828e-01   1.27972498e-01   1.29892779e-01
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    1.88156235e-01   2.46791146e-02]
 [ -1.47345718e-01  -3.36198419e-01   1.37877198e-01  -5.31082967e-01
   -7.34772259e-01   1.96332918e-01   2.89615464e-01  -1.39464867e-01
   -1.31719150e-01   6.21762752e-02]]
[[ 0.6058192 ]
 [ 2.00716589]
 [ 0.22069902]
 [ 0.96175065]
 [-3.02913036]
 [-0.38408915]
 [-1.95625725]
 [ 0.04896624]
 [ 0.65081879]
 [ 0.83071816]]
Progress: 84.8% ... Training loss: 0.228 ... Validation loss: 0.411[[  2.37978465e-01   6.82846947e-01  -7.50308276e-02   1.78988438e-01
   -9.52136793e-02  -1.02550517e-01  -1.04563635e-01   1.20231407e-01
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 [  7.94166721e-03   9.69147096e-02  -2.12767314e-02   4.35685952e-02
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    1.45435051e-01  -2.83512007e-02]
 [  2.21978139e-01   4.90928721e-01   3.35430273e-03  -8.21559018e-02
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    7.27079154e-02   3.23343638e-01]
 [ -7.73261878e-03  -5.23417328e-01  -2.08095736e-01   2.07588112e-01
   -2.87945849e-01   1.78991124e-01   3.98531392e-01   5.73986899e-02
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   -1.91785862e-01  -8.98376064e-02]
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   -3.76427665e-02  -4.75827275e-02]
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   -2.77628918e-01   6.05122408e-02  -1.33413074e-02  -3.14467352e-02
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   -1.87557588e-01  -2.28101044e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -2.90011529e-01  -1.14558383e-01]
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   -5.54053376e-02   8.11546195e-02   4.24839149e-03  -2.14296607e-02
   -9.91726173e-02  -1.35883343e-02]
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   -2.82779557e-02  -5.49132003e-02]
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   -1.68802751e-01  -3.69877093e-01]
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 [ -8.46427128e-02  -1.09541512e-01   1.27716429e-01   1.28745917e-01
    3.31463722e-02  -1.24629894e-01   1.85995447e-01  -7.88387314e-02
    1.87402193e-01   2.37276107e-02]
 [ -1.47854266e-01  -3.37023002e-01   1.37671886e-01  -5.32045606e-01
   -7.36113739e-01   1.96639636e-01   2.90528414e-01  -1.39514672e-01
   -1.32280683e-01   6.13764971e-02]]
[[ 0.60361731]
 [ 2.00643431]
 [ 0.21937909]
 [ 0.95996076]
 [-3.03300029]
 [-0.38675029]
 [-1.96274076]
 [ 0.04609212]
 [ 0.649273  ]
 [ 0.82968136]]
Progress: 84.8% ... Training loss: 0.227 ... Validation loss: 0.408[[  2.38988868e-01   6.87647056e-01  -7.46049687e-02   1.80637905e-01
   -9.62653198e-02  -1.03176628e-01  -1.07319983e-01   1.20317691e-01
    2.57133073e-02   3.43466374e-01]
 [  7.99769010e-03   9.66948609e-02  -2.12536381e-02   4.36614218e-02
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    1.45534973e-01  -2.82674623e-02]
 [  2.20675328e-01   4.86758805e-01   2.89398516e-03  -8.40348659e-02
    8.94695472e-01  -2.44306857e-02  -1.19518259e+00  -4.61483731e-02
    7.14619562e-02   3.21472081e-01]
 [ -5.77105212e-03  -5.15398171e-01  -2.07430362e-01   2.10205109e-01
   -2.98391383e-01   1.77744575e-01   3.93162010e-01   5.75420143e-02
    7.99116112e-02   2.80389557e-01]
 [ -5.97307937e-02  -3.43073784e-03  -1.41182737e-01   5.22918081e-02
   -1.68438136e-01  -1.90661694e-01   1.65758047e-01  -1.13086552e-01
   -1.89720003e-01  -8.75009511e-02]
 [ -3.86003466e-01  -6.89202739e-01  -3.02114410e-01   1.41882583e-01
   -4.36704021e-01   2.93131402e-02   4.02398797e-01  -4.26010625e-02
   -3.81641792e-02  -4.81814708e-02]
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   -1.87381272e-01  -2.27881385e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -1.96108709e-01  -6.27419791e-02   1.12160796e-01  -2.63071365e-01
   -2.90189987e-01  -1.14796197e-01]
 [  8.22041548e-02  -2.71080975e-01  -2.95760783e-02   8.54767897e-02
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 [  2.61280178e-02  -1.76429509e-01  -2.15221053e-01   1.20406787e-01
   -5.57698547e-02   8.12114604e-02   4.33139877e-03  -2.14376190e-02
   -9.93112791e-02  -1.37616858e-02]
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 [  6.61655296e-02  -7.98802176e-02   8.55474648e-02   7.38235269e-02
   -1.08720839e-01  -1.34912024e-02   1.34927233e-01   1.17885269e-01
   -2.80469406e-02  -5.46810235e-02]
 [  5.70000014e-03  -2.55867384e-01  -2.99051081e-01  -7.06293976e-02
   -1.12628559e-01  -8.94141925e-02  -2.52360405e-03   1.59610831e-01
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   -1.44406748e-01  -4.19166567e-02]
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   -1.68567776e-01  -3.69608755e-01]
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   -3.64067258e-01  -2.17227512e-01]
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   -7.14312897e-02   9.16017612e-02]
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   -8.64847481e-02  -1.28000698e-01]
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 [  3.70327055e-01   4.00802296e-01  -7.45644760e-02   2.92258555e-01
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 [  6.80048683e-02   9.73330428e-02   2.62459441e-01   2.67212383e-01
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 [  2.54569729e-02  -1.41441766e-01  -1.21556186e-01  -6.11133745e-02
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   -1.71917292e-01   1.28670114e-01]
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   -1.88991889e-01   5.06110328e-02  -6.30378398e-02  -2.70748695e-01
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 [  2.10934383e-03   1.59078808e-01   8.68751808e-02  -3.64282582e-02
   -1.90215681e-02   1.70781969e-01  -1.21944322e-02   1.17850954e-01
   -1.58281541e-02   1.80467251e-01]
 [  2.35073929e-01   1.22816427e-01   3.05695241e-02   7.88885753e-02
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   -4.95722073e-02  -1.45517774e-02]
 [  5.90103936e-02   1.10508686e-01   2.13988194e-02   5.73078856e-02
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   -7.25357110e-01   9.97196408e-02  -1.51041165e-01   1.58186873e-01
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   -1.68085010e-01  -2.24800161e-01]
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   -4.81206405e-02   1.50639595e-02]
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   -2.31148768e-02   1.37172718e-01]
 [  1.80924112e-01  -5.83694524e-02  -2.16272193e-01  -3.32186186e-04
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 [ -8.50304760e-02  -1.10678136e-01   1.27562921e-01   1.28077811e-01
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    1.86953490e-01   2.31817989e-02]
 [ -1.49486463e-01  -3.41523573e-01   1.37105136e-01  -5.34495027e-01
   -7.30930044e-01   1.97688804e-01   2.95225072e-01  -1.39637619e-01
   -1.34053873e-01   5.92516429e-02]]
[[ 0.60080108]
 [ 2.00608574]
 [ 0.21687571]
 [ 0.96204159]
 [-3.03741498]
 [-0.39073108]
 [-1.96446205]
 [ 0.04289917]
 [ 0.64613206]
 [ 0.82821674]]
Progress: 84.8% ... Training loss: 0.227 ... Validation loss: 0.407[[  2.40180158e-01   6.92115293e-01  -7.41827630e-02   1.82349428e-01
   -9.63588325e-02  -1.04030691e-01  -1.10153117e-01   1.20402309e-01
    2.70546051e-02   3.45022590e-01]
 [  8.01693386e-03   9.67140273e-02  -2.12464510e-02   4.36933217e-02
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    1.45555140e-01  -2.82405187e-02]
 [  2.19348716e-01   4.83821883e-01   2.38960245e-03  -8.66107249e-02
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    6.99669858e-02   3.19333328e-01]
 [ -3.16200761e-03  -5.07832872e-01  -2.06438925e-01   2.14798538e-01
   -3.07585914e-01   1.76063993e-01   3.87808293e-01   5.77342487e-02
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 [ -5.83555744e-02   8.04842727e-04  -1.40683648e-01   5.45942753e-02
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   -1.88269064e-01  -8.60498251e-02]
 [ -3.85924324e-01  -6.89792857e-01  -3.02099137e-01   1.42015995e-01
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   -3.80556838e-02  -4.80793206e-02]
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   -2.87840842e-01  -6.48676121e-02   1.86039762e-01  -1.97348627e-01
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   -3.70074151e-01  -3.46754254e-02   1.53260826e-01   1.08597433e-01
    4.87110093e-02  -4.61388253e-02]
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   -2.71965248e-01   6.10631269e-02  -1.00159187e-02  -3.15180058e-02
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 [  1.28778659e-02  -6.15772413e-01   5.58847622e-02  -1.45050879e-01
   -5.94590717e-01  -9.93334339e-02   2.02116510e-01  -1.25868400e-01
   -3.59522578e-02   1.49216430e-02]
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   -9.20648430e-02   1.12824683e-01   3.34732491e-01  -1.99599241e-02
   -1.87218576e-01  -2.27704457e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.88949331e-01  -3.36371349e-01   9.30843390e-02   2.06454903e-01
   -1.96291183e-01  -6.27542373e-02   1.12068300e-01  -2.63070115e-01
   -2.90163540e-01  -1.14791770e-01]
 [  8.19879700e-02  -2.72299681e-01  -2.96623630e-02   8.51109249e-02
   -7.59961925e-02  -8.40109969e-02   3.23815534e-01  -4.67960374e-04
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[[ 0.60558196]
 [ 2.0072759 ]
 [ 0.22129246]
 [ 0.96757291]
 [-3.03970829]
 [-0.38444934]
 [-1.95380751]
 [ 0.04821747]
 [ 0.65088817]
 [ 0.83435227]]
Progress: 84.9% ... Training loss: 0.228 ... Validation loss: 0.410[[  2.39294389e-01   6.91251619e-01  -7.44919758e-02   1.80632730e-01
   -9.16043988e-02  -1.03488355e-01  -1.08943433e-01   1.20320107e-01
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   -3.84880271e-02  -4.86626167e-02]
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   -1.87415062e-01   5.07396100e-02  -6.35042718e-02  -2.70767198e-01
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 [  1.82678656e-03   1.57815502e-01   8.67715200e-02  -3.69767772e-02
   -1.62224956e-02   1.70976366e-01  -1.21176230e-02   1.17829041e-01
   -1.61880801e-02   1.79992409e-01]
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   -4.92754109e-02  -1.42076500e-02]
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 [  2.02360484e-01   3.03242892e-01   2.34146546e-01   1.07190806e-01
   -7.25006573e-01   9.97075998e-02  -1.51575639e-01   1.58189289e-01
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 [ -2.90206497e-01  -2.95678242e-02   3.46872296e-02   5.35010721e-02
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 [  1.79759777e-01  -6.28251734e-02  -2.16698553e-01  -2.27443058e-03
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 [ -8.41233260e-02  -1.07622230e-01   1.27958998e-01   1.29613343e-01
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    1.88008576e-01   2.45582383e-02]
 [ -1.48606318e-01  -3.38411062e-01   1.37365156e-01  -5.33491192e-01
   -7.35043851e-01   1.97193758e-01   2.91393488e-01  -1.39600434e-01
   -1.33122032e-01   6.05196040e-02]]
[[ 0.60168555]
 [ 2.00672989]
 [ 0.2169684 ]
 [ 0.96476679]
 [-3.04353587]
 [-0.38744505]
 [-1.95948425]
 [ 0.04414108]
 [ 0.64714798]
 [ 0.82977648]]
Progress: 85.0% ... Training loss: 0.227 ... Validation loss: 0.408[[  2.40952626e-01   6.96562915e-01  -7.39176682e-02   1.83139805e-01
   -9.48114806e-02  -1.04457955e-01  -1.11845693e-01   1.20435179e-01
    2.78150726e-02   3.46193521e-01]
 [  7.11216064e-03   9.33567972e-02  -2.16114308e-02   4.22581850e-02
    4.37617647e-02  -4.75953950e-03   3.56340010e-01   3.98026489e-02
    1.44814416e-01  -2.93212207e-02]
 [  2.19084655e-01   4.80620223e-01   2.20528816e-03  -8.68022172e-02
    8.98492807e-01  -2.33543328e-02  -1.19523139e+00  -4.62826986e-02
    6.98375248e-02   3.19300263e-01]
 [ -7.51501644e-03  -5.18443559e-01  -2.08068026e-01   2.07412009e-01
   -2.99342049e-01   1.78994558e-01   3.99092543e-01   5.74244537e-02
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   -1.88151116e-01  -8.62817703e-02]
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   -3.72141335e-02  -4.72287459e-02]
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   -2.71465489e-01   6.13168586e-02  -1.01217066e-02  -3.15529462e-02
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   -1.86590506e-01  -2.26985691e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -2.90071746e-01  -1.14742212e-01]
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   -7.72979008e-02  -8.45219817e-02   3.22452391e-01  -4.05256395e-04
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   -9.78913062e-02  -1.21181535e-02]
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   -1.16820257e-01  -1.44546067e-02   1.30611998e-01   1.18000401e-01
   -2.63394897e-02  -5.25136924e-02]
 [  4.98950724e-03  -2.59372654e-01  -2.99372979e-01  -7.18174352e-02
   -1.09734132e-01  -8.89016482e-02  -2.17014503e-03   1.59547129e-01
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 [  6.82624844e-02   9.80047346e-02   2.62568374e-01   2.67556457e-01
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    9.93662419e-02  -7.51614912e-02   2.05740953e-03  -1.31530138e-01
    1.70771718e-01  -9.48653126e-02]
 [ -8.29802236e-02  -1.04689927e-01   1.28400128e-01   1.31588714e-01
    2.76410273e-02  -1.25814799e-01   1.82104201e-01  -7.87043402e-02
    1.89270497e-01   2.61015461e-02]
 [ -1.49216138e-01  -3.39851832e-01   1.37148208e-01  -5.34540220e-01
   -7.35378256e-01   1.97576575e-01   2.93390288e-01  -1.39645331e-01
   -1.33776053e-01   5.96757697e-02]]
[[ 0.60826874]
 [ 2.0134432 ]
 [ 0.22427772]
 [ 0.97089441]
 [-3.04068675]
 [-0.38326608]
 [-1.95381098]
 [ 0.04994019]
 [ 0.65271413]
 [ 0.83428288]]
Progress: 85.0% ... Training loss: 0.229 ... Validation loss: 0.410[[  2.40287654e-01   6.95391258e-01  -7.41418366e-02   1.82087866e-01
   -9.20399465e-02  -1.04099690e-01  -1.10322314e-01   1.20392239e-01
    2.71093487e-02   3.45543393e-01]
 [  7.53705999e-03   9.48705898e-02  -2.14564854e-02   4.28859874e-02
    4.21977524e-02  -5.03594050e-03   3.54930761e-01   3.98354946e-02
    1.45211267e-01  -2.87681508e-02]
 [  2.20779074e-01   4.84118353e-01   2.93438350e-03  -8.35850132e-02
    8.93158108e-01  -2.46604960e-02  -1.19963489e+00  -4.61207776e-02
    7.19700880e-02   3.21902543e-01]
 [ -6.33731779e-03  -5.13504581e-01  -2.07662583e-01   2.09165245e-01
   -3.03347159e-01   1.78418906e-01   3.94910523e-01   5.75143463e-02
    7.90500609e-02   2.80620373e-01]
 [ -5.89585777e-02  -1.53070681e-03  -1.40840265e-01   5.42176239e-02
   -1.68730932e-01  -1.91645077e-01   1.62296820e-01  -1.12998099e-01
   -1.88702861e-01  -8.71788326e-02]
 [ -3.86261440e-01  -6.91386392e-01  -3.02249049e-01   1.41239993e-01
   -4.34926849e-01   2.94479656e-02   4.04869060e-01  -4.26378099e-02
   -3.85290548e-02  -4.88409919e-02]
 [ -2.63397179e-02  -4.56846808e-01   2.57869046e-03   4.38425715e-02
   -2.89620217e-01  -6.56322642e-02   1.80582030e-01  -1.97269511e-01
    1.83030119e-01   4.07564575e-02]
 [  8.25100292e-02  -5.58199858e-01   1.64428879e-02  -1.24946845e-01
   -3.71735273e-01  -3.44317699e-02   1.54611219e-01   1.08574991e-01
    4.86834258e-02  -4.60257464e-02]
 [ -1.75422475e-01  -2.47988221e-01  -2.99163825e-01  -1.99537106e-02
   -2.69143297e-01   6.17097091e-02  -8.74088544e-03  -3.16016418e-02
    2.88616129e-01  -1.27530421e-01]
 [  1.17035989e-02  -6.17938908e-01   5.54320401e-02  -1.47302106e-01
   -5.90394204e-01  -9.86246263e-02   2.03393634e-01  -1.25992199e-01
   -3.71647227e-02   1.31621496e-02]
 [ -6.23043376e-02  -2.94985364e-01   1.46028858e-02  -1.04650816e-01
   -4.22519752e-01  -1.26398057e-02   2.72551352e-01  -1.02426192e-01
    2.55583812e-02  -6.76938073e-02]
 [ -1.56404780e-01  -4.39715120e-01  -7.77645027e-02   1.56476912e-02
   -9.37995115e-02   1.12672551e-01   3.34721614e-01  -1.99496251e-02
   -1.86913782e-01  -2.27386905e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.89439061e-01  -3.37401981e-01   9.28813822e-02   2.05614565e-01
   -1.95997493e-01  -6.24238955e-02   1.12844999e-01  -2.63117019e-01
   -2.90737463e-01  -1.15617625e-01]
 [  8.30021648e-02  -2.69974834e-01  -2.92968307e-02   8.65301622e-02
   -7.69252574e-02  -8.46328289e-02   3.22229973e-01  -3.90416635e-04
    5.51137963e-03  -2.72851259e-02]
 [  2.71114557e-02  -1.74484989e-01  -2.14883929e-01   1.21839297e-01
   -5.69699649e-02   8.04774931e-02   2.51103598e-03  -2.13695152e-02
   -9.83713572e-02  -1.26673774e-02]
 [ -1.25977562e-01  -1.33797323e-01  -2.02633258e-01   1.46239781e-01
   -5.97806329e-02   1.35464702e-01  -2.39911849e-02  -2.52375376e-01
    6.78513387e-02  -1.97483345e-01]
 [ -5.57925994e-02  -1.34978703e-01   2.80024018e-01   1.15001376e-01
   -2.94274099e-02  -6.98627774e-02  -6.97267189e-02   1.20439726e-01
    9.55930690e-02   7.91241365e-02]
 [  6.83418200e-02  -7.31018178e-02   8.63334057e-02   7.72356463e-02
   -1.19729393e-01  -1.48853915e-02   1.28465596e-01   1.18053172e-01
   -2.56401784e-02  -5.16526734e-02]
 [  5.03971456e-03  -2.59257974e-01  -2.99350094e-01  -7.17160968e-02
   -1.10155822e-01  -8.89784963e-02  -2.97166451e-03   1.59552976e-01
    9.31445507e-02  -5.27637505e-02]
 [  5.75040769e-02  -9.50423864e-02  -1.10379007e-01   6.68932535e-02
   -3.58363911e-01   3.12759623e-01   3.31114944e-01   2.04061003e-01
   -1.42790327e-01  -3.99284819e-02]
 [  1.94905777e-02   2.47744338e-02   1.28917233e-01   1.39731238e-01
   -4.74938857e-02   9.71006321e-02  -2.23350956e-02  -4.13813970e-02
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 [  1.04987290e-01   6.52481802e-02  -4.53344745e-02  -1.12387905e-01
   -1.71996246e-01  -3.26845559e-01   1.48846045e-01   6.83028886e-03
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 [ -1.19560843e-01  -1.56329542e-01  -2.08930077e-02   1.56792027e-03
   -1.42617702e-01  -2.00333184e-01   2.52710416e-02  -2.20510331e-02
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   -3.98788187e-01  -1.53482893e-03   7.51492830e-02  -2.64409471e-02
   -1.19912602e-02   3.47995853e-02]
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   -1.68797826e-01  -3.69900873e-01]
 [ -1.28287506e-02  -5.57321661e-01  -3.14058829e-02  -7.03041540e-02
    6.52669995e-01   9.77692281e-02   6.38218152e-01   9.11535313e-02
    3.32055269e-02  -3.90185135e-01]
 [  1.36416687e-02  -6.25673844e-01  -4.48890546e-02  -1.05840093e-01
    6.83749141e-01   2.10984187e-02   6.20954355e-01   4.82651930e-02
   -3.64585781e-01  -2.17832223e-01]
 [ -1.78565722e-01  -7.21721045e-01  -1.27966734e-02  -2.09229049e-01
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   -7.19805298e-02   9.10663475e-02]
 [ -3.05514385e-01  -5.60810358e-01   5.43765781e-02  -4.56041245e-02
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   -8.71741252e-02  -1.28832986e-01]
 [ -2.24191538e-01  -4.25975972e-01   2.46133465e-01  -2.59664451e-01
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   -2.71940653e-01  -3.81552134e-02]
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   -4.11945827e-02  -1.52716687e-01]
 [  6.42123281e-02   2.69848683e-01   1.47434934e-01  -1.49153842e-01
   -2.08596880e-01   7.31502944e-02  -1.31199027e-01   2.76530000e-01
    2.15433668e-02   1.26280516e-01]
 [  3.70594846e-01   4.02413683e-01  -7.44981526e-02   2.92220502e-01
   -9.22639058e-01  -2.85291217e-01  -5.15820698e-01   1.77966588e-01
    4.07608625e-01   6.20221525e-03]
 [  6.80439843e-02   9.70007466e-02   2.62480971e-01   2.67165891e-01
   -4.03575277e-04  -2.09136932e-01  -1.84754990e-01  -1.31700851e-01
   -1.15421372e-01  -2.66183169e-01]
 [  2.46965107e-02  -1.43284995e-01  -1.21824046e-01  -6.24653206e-02
    2.60414221e-01   3.63264868e-02  -2.82525350e-02  -1.86376921e-01
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 [  2.25059109e-02  -3.48432113e-02  -6.29411619e-02  -3.35630797e-02
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    5.23908981e-02   2.16634692e-02]
 [  4.98569261e-02   1.63906289e-01   2.49452238e-01   9.50689280e-02
   -1.83471118e-01  -1.52910492e-01  -8.89976088e-03   4.00834315e-02
   -1.71019784e-01   1.29793968e-01]
 [  9.79491908e-02   1.13998548e-01   1.13572813e-01   2.62246051e-02
   -1.86055110e-01   5.08298879e-02  -6.30461026e-02  -2.70782363e-01
    3.49156779e-03  -6.29712232e-02]
 [  2.89167406e-03   1.61136020e-01   8.71676838e-02  -3.53780823e-02
   -2.07851075e-02   1.70247163e-01  -1.46391329e-02   1.17915289e-01
   -1.49855110e-02   1.81375624e-01]
 [  2.35368982e-01   1.23343858e-01   3.06654975e-02   7.92155930e-02
    7.90846697e-03  -3.44129930e-02  -2.84131002e-01   1.47983871e-01
   -4.92674893e-02  -1.42044579e-02]
 [  5.92913265e-02   1.11537362e-01   2.15019651e-02   5.75700338e-02
   -4.93568396e-01  -1.32047534e-01  -2.88112056e-01   4.14508715e-02
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 [  5.89956825e-02   4.60191391e-01   1.29616786e-01   4.57341490e-01
   -1.64054222e+00  -2.90025119e-01  -4.54145672e-01  -7.05744206e-02
    3.07351589e-01   3.44041800e-01]
 [  1.54207379e-01   4.47650511e-01   6.38641913e-02   4.15166115e-01
   -1.41433316e+00  -6.60622836e-02  -3.40070557e-01   1.49096370e-01
    2.04631292e-01   4.42097935e-01]
 [  2.03288426e-01   3.06443802e-01   2.34496180e-01   1.08811050e-01
   -7.29884708e-01   9.90817966e-02  -1.54030038e-01   1.58261928e-01
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 [ -9.33323064e-02   2.36058306e-01   2.33484377e-01  -1.04811785e-02
   -1.60506221e-01   1.41794409e-01  -7.72941844e-02  -1.74144230e-02
   -5.30468758e-02   2.41592121e-02]
 [ -1.14960287e-01  -1.84163791e-03   1.84385581e-02   7.06495079e-02
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   -2.90156546e-01  -1.10047297e-01]
 [ -2.27337445e-01  -8.38580950e-02  -9.60694301e-02  -3.49222352e-01
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   -2.11021754e-01   3.04897920e-02]
 [  7.62810482e-03  -4.87185558e-01  -1.29256292e-01  -1.66354335e-01
    3.64786685e-01   2.47546861e-02   2.16888293e-01   1.51646559e-01
   -1.68258840e-01  -2.25037458e-01]
 [ -1.08044487e-02  -4.75137338e-01  -2.05931246e-01  -2.16817271e-01
   -6.74538965e-01   2.44398198e-02   3.64216683e-01  -1.73289482e-01
   -2.57201791e-03  -3.45762260e-01]
 [ -6.89326943e-02  -5.93599531e-02   2.84439045e-01   8.29096869e-02
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   -4.91245137e-02   1.37673440e-02]
 [ -2.91319092e-01  -3.31254916e-02   3.42766811e-02   5.17265752e-02
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   -2.46799283e-02   1.35218029e-01]
 [  1.79817355e-01  -6.25619322e-02  -2.16656537e-01  -2.12209502e-03
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    4.67900670e-02  -1.27950688e-01]
 [  2.64155721e-01  -2.23151968e-01   8.56377984e-02   6.31062233e-02
    9.84291405e-02  -7.52473966e-02   1.53355611e-03  -1.31516902e-01
    1.70931272e-01  -9.46429483e-02]
 [ -8.26905296e-02  -1.04482025e-01   1.28498511e-01   1.31860782e-01
    2.85118852e-02  -1.25991808e-01   1.81050341e-01  -7.86824834e-02
    1.89442791e-01   2.64229283e-02]
 [ -1.49155307e-01  -3.39153982e-01   1.37145719e-01  -5.34653841e-01
   -7.36892122e-01   1.97580426e-01   2.92729938e-01  -1.39644284e-01
   -1.33771754e-01   5.96702591e-02]]
[[ 0.60708518]
 [ 2.01218729]
 [ 0.22040828]
 [ 0.96607763]
 [-3.0433031 ]
 [-0.38677304]
 [-1.96213052]
 [ 0.04671995]
 [ 0.64947978]
 [ 0.83095316]]
Progress: 85.0% ... Training loss: 0.227 ... Validation loss: 0.406[[  2.38696139e-01   6.92542646e-01  -7.47131720e-02   1.79487052e-01
   -8.66921637e-02  -1.03055032e-01  -1.07428203e-01   1.20255883e-01
    2.53905452e-02   3.43101911e-01]
 [  7.66109112e-03   9.53684774e-02  -2.14310727e-02   4.30784190e-02
    4.16327665e-02  -5.10974846e-03   3.54699357e-01   3.98440380e-02
    1.45332124e-01  -2.86300029e-02]
 [  2.21562000e-01   4.87214399e-01   3.27128098e-03  -8.20671426e-02
    8.92131447e-01  -2.53536435e-02  -1.20302141e+00  -4.60436355e-02
    7.29133404e-02   3.22935679e-01]
 [ -4.99697467e-03  -5.07925887e-01  -2.07138772e-01   2.11446334e-01
   -3.12783689e-01   1.77641611e-01   3.92137905e-01   5.75894937e-02
    8.07167204e-02   2.82584619e-01]
 [ -6.02300516e-02  -6.32545232e-03  -1.41234726e-01   5.23235698e-02
   -1.64871914e-01  -1.91340879e-01   1.64501257e-01  -1.13037215e-01
   -1.90025147e-01  -8.89351628e-02]
 [ -3.86783317e-01  -6.92615961e-01  -3.02472319e-01   1.40213087e-01
   -4.33683448e-01   2.98405058e-02   4.05610845e-01  -4.26845763e-02
   -3.91810048e-02  -4.96976062e-02]
 [ -2.79949009e-02  -4.61048090e-01   1.98323409e-03   4.11971544e-02
   -2.84216713e-01  -6.46909154e-02   1.84533231e-01  -1.97382822e-01
    1.81283075e-01   3.84888201e-02]
 [  8.36298909e-02  -5.54579782e-01   1.68613773e-02  -1.23155328e-01
   -3.76183542e-01  -3.51637640e-02   1.50798755e-01   1.08653912e-01
    4.98525953e-02  -4.47560297e-02]
 [ -1.76060641e-01  -2.50570649e-01  -2.99360059e-01  -2.08645031e-02
   -2.66526709e-01   6.19979047e-02  -6.28096065e-03  -3.16438949e-02
    2.88089387e-01  -1.28314257e-01]
 [  1.18695695e-02  -6.17572583e-01   5.54781304e-02  -1.47143936e-01
   -5.90863322e-01  -9.87918955e-02   2.02289927e-01  -1.25971609e-01
   -3.69805987e-02   1.30492589e-02]
 [ -6.37783455e-02  -2.98798389e-01   1.40865211e-02  -1.07038738e-01
   -4.17517141e-01  -1.17774773e-02   2.76174996e-01  -1.02544145e-01
    2.39772345e-02  -6.98006417e-02]
 [ -1.56792108e-01  -4.40661621e-01  -7.78906989e-02   1.50858447e-02
   -9.35177808e-02   1.12867583e-01   3.35542124e-01  -1.99756717e-02
   -1.87273325e-01  -2.27805552e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.89954823e-01  -3.38447400e-01   9.26643270e-02   2.04666403e-01
   -1.95257061e-01  -6.20390345e-02   1.13532577e-01  -2.63162944e-01
   -2.91368109e-01  -1.16401714e-01]
 [  8.30439072e-02  -2.69969716e-01  -2.92818065e-02   8.65696132e-02
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 [ -8.28136379e-02  -1.04888654e-01   1.28460616e-01   1.31678461e-01
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    1.89344880e-01   2.62827265e-02]
 [ -1.50059712e-01  -3.40328884e-01   1.36792247e-01  -5.36252255e-01
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   -1.34847137e-01   5.82969274e-02]]
[[ 0.60249823]
 [ 2.00698469]
 [ 0.2141206 ]
 [ 0.95962599]
 [-3.04701046]
 [-0.39162688]
 [-1.97055334]
 [ 0.0436598 ]
 [ 0.64414208]
 [ 0.82615711]]
Progress: 85.1% ... Training loss: 0.226 ... Validation loss: 0.405[[  2.37591281e-01   6.88393646e-01  -7.51890513e-02   1.77122248e-01
   -8.03242656e-02  -1.02183166e-01  -1.04166456e-01   1.20164173e-01
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 [  7.11320838e-03   9.35041867e-02  -2.16450942e-02   4.21548832e-02
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 [  2.19178831e-01   4.79455730e-01   2.33492640e-03  -8.61117015e-02
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    7.01167478e-02   3.19597272e-01]
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 [ -6.04893668e-02  -4.44516284e-03  -1.41274139e-01   5.17931304e-02
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   -3.89693576e-02  -4.94550699e-02]
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   -1.87646623e-01  -2.28260449e-01]
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   -2.71616509e-02  -5.35197076e-02]
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   -1.68648195e-01  -3.69763326e-01]
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   -3.64406582e-01  -2.17628506e-01]
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   -8.74580850e-02  -1.29156064e-01]
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 [  3.71430283e-01   4.04251047e-01  -7.42013775e-02   2.93319992e-01
   -9.24857489e-01  -2.85809327e-01  -5.17739582e-01   1.78024993e-01
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 [  6.78615847e-02   9.64263923e-02   2.62417656e-01   2.66874286e-01
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   -1.15589880e-01  -2.66439829e-01]
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   -1.71269199e-01   1.29521620e-01]
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   -1.84696522e-01   5.10395307e-02  -6.28670643e-02  -2.70804869e-01
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 [  2.45280900e-03   1.59434772e-01   8.70078386e-02  -3.62040888e-02
   -1.82973083e-02   1.70509523e-01  -1.34396422e-02   1.17883048e-01
   -1.54491304e-02   1.80691612e-01]
 [  2.34386199e-01   1.19741305e-01   3.02804223e-02   7.74562087e-02
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   -5.04193891e-02  -1.55900688e-02]
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 [  2.02330162e-01   3.04022471e-01   2.34158297e-01   1.07364185e-01
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   -1.68529682e-01  -2.25398183e-01]
 [ -1.10957870e-02  -4.75727449e-01  -2.06007397e-01  -2.17222285e-01
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   -2.74489748e-03  -3.46181191e-01]
 [ -6.99473195e-02  -6.33388199e-02   2.84054920e-01   8.12138694e-02
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   -5.02600297e-02   1.22488310e-02]
 [ -2.91082373e-01  -3.33255285e-02   3.43565714e-02   5.21545010e-02
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   -2.44657592e-02   1.35411865e-01]
 [  1.78839540e-01  -6.63153161e-02  -2.17018651e-01  -3.72585100e-03
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    4.56686495e-02  -1.29414208e-01]
 [  2.64857328e-01  -2.21931294e-01   8.58691026e-02   6.39804822e-02
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    1.71629012e-01  -9.37707742e-02]
 [ -8.31777506e-02  -1.06137332e-01   1.28320311e-01   1.31011083e-01
    3.02249735e-02  -1.25708212e-01   1.82210227e-01  -7.87205506e-02
    1.88917040e-01   2.57679487e-02]
 [ -1.50419320e-01  -3.40918650e-01   1.36659826e-01  -5.36969243e-01
   -7.36140069e-01   1.98408433e-01   2.94721644e-01  -1.39749102e-01
   -1.35193956e-01   5.78530306e-02]]
[[ 0.59594191]
 [ 2.00219313]
 [ 0.21001854]
 [ 0.95642839]
 [-3.05508943]
 [-0.39638046]
 [-1.97428729]
 [ 0.03781435]
 [ 0.63906408]
 [ 0.82025584]]
Progress: 85.2% ... Training loss: 0.229 ... Validation loss: 0.408[[  2.41529782e-01   7.00824058e-01  -7.38014712e-02   1.83341384e-01
   -9.44702911e-02  -1.04812998e-01  -1.13594361e-01   1.20408347e-01
    2.82520397e-02   3.47034327e-01]
 [  7.28984911e-03   9.40313350e-02  -2.15831249e-02   4.24286042e-02
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    1.44908969e-01  -2.91622127e-02]
 [  2.23967020e-01   4.94848131e-01   4.01690814e-03  -7.87668845e-02
    8.81659349e-01  -2.69455646e-02  -1.21122190e+00  -4.59230364e-02
    7.53332376e-02   3.26094988e-01]
 [ -8.29874295e-03  -5.18203134e-01  -2.08298099e-01   2.06211925e-01
   -3.00270824e-01   1.79852496e-01   4.01462944e-01   5.73917934e-02
    7.69583698e-02   2.78983479e-01]
 [ -5.72115284e-02   3.83225302e-03  -1.40170570e-01   5.71635381e-02
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   -1.86491967e-01  -8.47604965e-02]
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   -3.85961417e-02  -4.90047649e-02]
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   -2.69481698e-01   6.15402755e-02  -7.41215684e-03  -3.16042586e-02
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 [  1.51120360e-02  -6.08648664e-01   5.65922050e-02  -1.42614366e-01
   -6.02185614e-01  -1.00931096e-01   1.94179804e-01  -1.25792100e-01
   -3.36315813e-02   1.73202371e-02]
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   -1.86137518e-01  -2.26370274e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
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   -2.91018891e-01  -1.15918208e-01]
 [  8.31296366e-02  -2.69963091e-01  -2.92399287e-02   8.67190424e-02
   -7.67928572e-02  -8.47094962e-02   3.22341074e-01  -3.76849553e-04
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 [  2.67664653e-02  -1.75686739e-01  -2.15011685e-01   1.21290846e-01
   -5.63002415e-02   8.06671509e-02   3.42989302e-03  -2.13942956e-02
   -9.87116457e-02  -1.32465946e-02]
 [ -1.26633573e-01  -1.35119596e-01  -2.02876011e-01   1.45092757e-01
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 [ -5.41996292e-02  -1.29938819e-01   2.80582669e-01   1.17511912e-01
   -3.61965936e-02  -7.08303324e-02  -7.32063791e-02   1.20546024e-01
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 [  6.66781175e-02  -7.88392967e-02   8.57213040e-02   7.45359752e-02
   -1.11513474e-01  -1.38271627e-02   1.32190397e-01   1.17927028e-01
   -2.75145149e-02  -5.39379444e-02]
 [  5.29621218e-03  -2.59620342e-01  -2.99315606e-01  -7.16353912e-02
   -1.12185562e-01  -8.91130858e-02  -4.09512797e-03   1.59557061e-01
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 [  5.91102343e-02  -8.99484442e-02  -1.09799180e-01   6.93821857e-02
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   -1.41094704e-01  -3.79483390e-02]
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   -1.68927787e-01  -3.70104127e-01]
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 [  1.37939217e-02  -6.25808748e-01  -4.48322114e-02  -1.05595882e-01
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   -3.64398316e-01  -2.17608674e-01]
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   -7.21376361e-02   9.08892847e-02]
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   -8.71512464e-02  -1.28760303e-01]
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   -2.71494487e-01  -3.75466178e-02]
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 [  3.71580863e-01   4.05219865e-01  -7.41273079e-02   2.93547644e-01
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 [  6.81425292e-02   9.68997462e-02   2.62518002e-01   2.67329314e-01
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 [  2.22956347e-02  -3.52931550e-02  -6.30204399e-02  -3.39910483e-02
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 [  4.99908809e-02   1.64866265e-01   2.49489371e-01   9.53388071e-02
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   -1.70847903e-01   1.30049677e-01]
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 [  3.28963085e-03   1.62426781e-01   8.73264755e-02  -3.49885889e-02
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   -1.44983209e-02   1.81783813e-01]
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   -5.04860235e-02  -1.56799231e-02]
 [  5.96718559e-02   1.13023135e-01   2.16532981e-02   5.81587738e-02
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   -2.10791158e-01   3.07215638e-02]
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   -1.68390825e-01  -2.25307454e-01]
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   -1.45696365e-04  -3.42821633e-01]
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   -4.94088629e-02   1.35161423e-02]
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   -2.35974377e-02   1.36338808e-01]
 [  1.78846046e-01  -6.64492960e-02  -2.17016771e-01  -3.70451150e-03
    1.25604103e-01  -3.26825529e-01   3.66748286e-02  -1.62717446e-01
    4.57013055e-02  -1.29411211e-01]
 [  2.64839270e-01  -2.22140218e-01   8.58500418e-02   6.38997391e-02
    9.93539878e-02  -7.56869306e-02   4.59469686e-04  -1.31467228e-01
    1.71567061e-01  -9.39481844e-02]
 [ -8.27894235e-02  -1.05337998e-01   1.28459143e-01   1.31582976e-01
    2.92129736e-02  -1.25980021e-01   1.80830599e-01  -7.86961206e-02
    1.89229619e-01   2.62159036e-02]
 [ -1.49725624e-01  -3.38424118e-01   1.36943878e-01  -5.35881087e-01
   -7.39356687e-01   1.97854857e-01   2.94161658e-01  -1.39702224e-01
   -1.34319382e-01   5.90229642e-02]]
[[ 0.61586942]
 [ 2.02000612]
 [ 0.22802223]
 [ 0.97345404]
 [-3.04431082]
 [-0.38142281]
 [-1.96199291]
 [ 0.05294651]
 [ 0.6571645 ]
 [ 0.8396915 ]]
Progress: 85.2% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.39765203e-01   6.96521610e-01  -7.45544097e-02   1.79987878e-01
   -8.84151042e-02  -1.03555591e-01  -1.08951958e-01   1.20230347e-01
    2.61083562e-02   3.44298681e-01]
 [  7.41415269e-03   9.42687981e-02  -2.15351539e-02   4.26280385e-02
    4.27727476e-02  -4.90571755e-03   3.55643562e-01   3.98223862e-02
    1.45047150e-01  -2.89961320e-02]
 [  2.20520021e-01   4.83041980e-01   2.65744437e-03  -8.46974928e-02
    8.92048053e-01  -2.47007938e-02  -1.20182864e+00  -4.62478321e-02
    7.14654398e-02   3.21162527e-01]
 [ -7.23109683e-03  -5.14263205e-01  -2.07840523e-01   2.08337674e-01
   -3.07354619e-01   1.79267443e-01   3.98922264e-01   5.74883446e-02
    7.82523587e-02   2.80478861e-01]
 [ -5.98529627e-02  -2.39221611e-03  -1.41009843e-01   5.27570818e-02
   -1.74861261e-01  -1.91724806e-01   1.62858434e-01  -1.13082879e-01
   -1.89044368e-01  -8.86908171e-02]
 [ -3.86929317e-01  -6.93604563e-01  -3.02535890e-01   1.39865736e-01
   -4.32773687e-01   2.99589252e-02   4.06099992e-01  -4.27154126e-02
   -3.94803360e-02  -5.01393065e-02]
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   -2.87689019e-01  -6.48170547e-02   1.84452355e-01  -1.97409122e-01
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 [  8.15410174e-02  -5.61435271e-01   1.59888474e-02  -1.27024834e-01
   -3.70543145e-01  -3.39368178e-02   1.54774135e-01   1.08423481e-01
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 [ -1.74163292e-01  -2.46559432e-01  -2.98679263e-01  -1.79380936e-02
   -2.72645046e-01   6.07884894e-02  -1.01288985e-02  -3.14962332e-02
    2.90068946e-01  -1.25972876e-01]
 [  1.10362014e-02  -6.21920735e-01   5.49461909e-02  -1.49703183e-01
   -5.88040352e-01  -9.83009731e-02   2.04341326e-01  -1.26171161e-01
   -3.82520132e-02   1.14977872e-02]
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   -4.14143165e-01  -1.13249117e-02   2.78245282e-01  -1.02582611e-01
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   -1.02755210e-01   1.11933906e-01   3.31956152e-01  -1.98775591e-02
   -1.85753453e-01  -2.25997635e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.90072919e-01  -3.39123741e-01   9.26115501e-02   2.04403672e-01
   -1.94079375e-01  -6.19586868e-02   1.13959830e-01  -2.63189396e-01
   -2.91580083e-01  -1.16652885e-01]
 [  8.31327319e-02  -2.69979716e-01  -2.92439529e-02   8.67041491e-02
   -7.67878278e-02  -8.47092058e-02   3.22152357e-01  -3.77653485e-04
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 [  2.61756098e-02  -1.77380898e-01  -2.15228278e-01   1.20341295e-01
   -5.38679836e-02   8.10341149e-02   5.07921403e-03  -2.14419112e-02
   -9.93551837e-02  -1.40000121e-02]
 [ -1.26674385e-01  -1.35785159e-01  -2.02908297e-01   1.44971674e-01
   -5.85899142e-02   1.35786331e-01  -2.32237100e-02  -2.52436626e-01
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 [ -5.55180831e-02  -1.33798075e-01   2.80076720e-01   1.15418465e-01
   -3.20994902e-02  -7.00624074e-02  -6.95581820e-02   1.20433175e-01
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 [  6.69647507e-02  -7.79565197e-02   8.58244504e-02   7.48801203e-02
   -1.13564905e-01  -1.40060438e-02   1.31520645e-01   1.17950328e-01
   -2.72080337e-02  -5.35201527e-02]
 [  4.44200757e-03  -2.62548796e-01  -2.99648896e-01  -7.29741285e-02
   -1.09035512e-01  -8.85764749e-02  -2.08982367e-03   1.59481031e-01
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 [  5.70284822e-02  -9.67772001e-02  -1.10603885e-01   6.58249859e-02
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   -1.43490451e-01  -4.10440509e-02]
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   -1.43947188e-01  -2.00111400e-01   2.70481027e-02  -2.20741273e-02
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   -1.10127897e-02   3.60449504e-02]
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   -1.68911868e-01  -3.70131054e-01]
 [ -1.30009928e-02  -5.58731149e-01  -3.15004553e-02  -7.06855125e-02
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    3.29832141e-02  -3.90533328e-01]
 [  1.33741086e-02  -6.26797417e-01  -4.49908951e-02  -1.06254335e-01
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   -3.64857466e-01  -2.18138590e-01]
 [ -1.78406147e-01  -7.22014536e-01  -1.27386087e-02  -2.09021368e-01
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   -7.18104396e-02   9.13244105e-02]
 [ -3.06087760e-01  -5.62661125e-01   5.41481453e-02  -4.65157873e-02
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   -8.77754513e-02  -1.29488314e-01]
 [ -2.23648424e-01  -4.25379238e-01   2.46352326e-01  -2.58633604e-01
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   -2.71300505e-01  -3.73046362e-02]
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   -4.17619616e-02  -1.53420614e-01]
 [  6.22890003e-02   2.64797472e-01   1.46698429e-01  -1.52126045e-01
   -2.01587912e-01   7.44328336e-02  -1.25229972e-01   2.76378881e-01
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 [  3.69866686e-01   3.98808710e-01  -7.48411663e-02   2.90411741e-01
   -9.21624949e-01  -2.84760956e-01  -5.13849782e-01   1.77862559e-01
    4.06552770e-01   4.66596652e-03]
 [  6.82931098e-02   9.73825557e-02   2.62574363e-01   2.67561730e-01
   -1.00134393e-03  -2.09294056e-01  -1.85149398e-01  -1.31683198e-01
   -1.15112301e-01  -2.65859402e-01]
 [  2.42258276e-02  -1.45517574e-01  -1.22010705e-01  -6.33996029e-02
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 [  2.28342428e-02  -3.32646880e-02  -6.28084220e-02  -3.31408838e-02
    1.61488292e-02  -1.93951286e-01  -6.71935285e-03   1.08540007e-02
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 [  5.00723736e-02   1.64965705e-01   2.49509609e-01   9.54613163e-02
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   -1.70760578e-01   1.30135869e-01]
 [  9.92186315e-02   1.17800746e-01   1.14033386e-01   2.83459667e-02
   -1.90120518e-01   4.99625296e-02  -6.68306793e-02  -2.70714776e-01
    4.87703242e-03  -6.10428990e-02]
 [  3.88101708e-03   1.64032507e-01   8.75306044e-02  -3.41148494e-02
   -2.41655941e-02   1.69581026e-01  -1.75451391e-02   1.17984283e-01
   -1.39127148e-02   1.82479928e-01]
 [  2.33903323e-01   1.18314998e-01   3.00960590e-02   7.66010830e-02
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   -5.09703974e-02  -1.63077621e-02]
 [  5.92963841e-02   1.11669839e-01   2.15226743e-02   5.75406256e-02
   -4.92946342e-01  -1.32127234e-01  -2.88193893e-01   4.14539301e-02
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 [  5.87547151e-02   4.60011492e-01   1.29520636e-01   4.56855249e-01
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 [  2.03247122e-01   3.07318465e-01   2.34509144e-01   1.08937368e-01
   -7.33347802e-01   9.90668799e-02  -1.54343924e-01   1.58264106e-01
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 [ -9.37680920e-02   2.35140614e-01   2.33300141e-01  -1.12745367e-02
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   -5.36016318e-02   2.34870311e-02]
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   -2.90280849e-01  -1.10228889e-01]
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   -2.11000790e-01   3.05040186e-02]
 [  7.53424511e-03  -4.87484186e-01  -1.29285867e-01  -1.66527900e-01
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   -1.68371048e-01  -2.25289929e-01]
 [ -9.75439766e-03  -4.71082104e-01  -2.05614794e-01  -2.15373814e-01
   -6.87256738e-01   2.37871204e-02   3.62158466e-01  -1.73282118e-01
   -1.32880257e-03  -3.44510708e-01]
 [ -6.99887841e-02  -6.44155431e-02   2.84024000e-01   8.11871409e-02
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   -5.04204920e-02   1.23309260e-02]
 [ -2.91274235e-01  -3.47056523e-02   3.42892466e-02   5.18686986e-02
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   -2.46610774e-02   1.35031298e-01]
 [  1.78303701e-01  -6.82048144e-02  -2.17251093e-01  -4.63532641e-03
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    4.50351754e-02  -1.30256413e-01]
 [  2.64644994e-01  -2.23288232e-01   8.57761582e-02   6.35750240e-02
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    1.71305711e-01  -9.42434964e-02]
 [ -8.28850835e-02  -1.05708621e-01   1.28413734e-01   1.31383637e-01
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    1.89113572e-01   2.60954137e-02]
 [ -1.49859961e-01  -3.38054040e-01   1.36914021e-01  -5.36045174e-01
   -7.40858175e-01   1.97908250e-01   2.94734004e-01  -1.39712126e-01
   -1.34353070e-01   5.88718505e-02]]
[[ 0.59938073]
 [ 2.01065163]
 [ 0.2145276 ]
 [ 0.9596566 ]
 [-3.05406649]
 [-0.39234422]
 [-1.97142503]
 [ 0.0393129 ]
 [ 0.64351688]
 [ 0.82450855]]
Progress: 85.2% ... Training loss: 0.227 ... Validation loss: 0.404[[  2.39260098e-01   6.95913212e-01  -7.47045882e-02   1.79231202e-01
   -8.47511189e-02  -1.03245265e-01  -1.07721427e-01   1.20202988e-01
    2.53456496e-02   3.43423981e-01]
 [  7.50914653e-03   9.43504353e-02  -2.15031002e-02   4.27720190e-02
    4.22347464e-02  -4.96613022e-03   3.55366210e-01   3.98283943e-02
    1.45144177e-01  -2.88779630e-02]
 [  2.19846022e-01   4.81579512e-01   2.42541482e-03  -8.61540077e-02
    8.92723803e-01  -2.42786374e-02  -1.20334139e+00  -4.62928673e-02
    7.06698764e-02   3.20197019e-01]
 [ -5.06034716e-03  -5.07903729e-01  -2.07026857e-01   2.12130047e-01
   -3.15825536e-01   1.77852422e-01   3.94686226e-01   5.76380700e-02
    8.05581372e-02   2.83228852e-01]
 [ -6.04814345e-02  -5.00509189e-03  -1.41244908e-01   5.16163915e-02
   -1.70666069e-01  -1.91240320e-01   1.66030881e-01  -1.13125825e-01
   -1.89635258e-01  -8.97636819e-02]
 [ -3.87207691e-01  -6.94643088e-01  -3.02628687e-01   1.39532087e-01
   -4.32258249e-01   3.01480673e-02   4.06848657e-01  -4.27330861e-02
   -3.97939794e-02  -5.05940786e-02]
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   -2.86486541e-01  -6.46191673e-02   1.85580178e-01  -1.97430559e-01
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   -3.72832252e-01  -3.42385877e-02   1.52744504e-01   1.08457181e-01
    4.78953113e-02  -4.72942202e-02]
 [ -1.74429753e-01  -2.47039437e-01  -2.98765031e-01  -1.84274012e-02
   -2.70914746e-01   6.09332417e-02  -8.97452715e-03  -3.15126426e-02
    2.89691140e-01  -1.26463342e-01]
 [  1.09132596e-02  -6.23292422e-01   5.49410683e-02  -1.50005421e-01
   -5.86828217e-01  -9.82133490e-02   2.04809837e-01  -1.26176253e-01
   -3.85583427e-02   1.11265437e-02]
 [ -6.51218936e-02  -3.03517682e-01   1.36014676e-02  -1.09299810e-01
   -4.12933242e-01  -1.09019725e-02   2.79203915e-01  -1.02626343e-01
    2.24093571e-02  -7.17389045e-02]
 [ -1.55125936e-01  -4.36585843e-01  -7.72306936e-02   1.82886180e-02
   -1.04018161e-01   1.11653354e-01   3.31530237e-01  -1.98505546e-02
   -1.85290521e-01  -2.25472693e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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 [ -1.49966811e-01  -3.38354768e-01   1.36900539e-01  -5.36245666e-01
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[[ 0.59845868]
 [ 2.00753552]
 [ 0.21247622]
 [ 0.95823123]
 [-3.05694246]
 [-0.39241594]
 [-1.97077984]
 [ 0.03882518]
 [ 0.64264964]
 [ 0.82276859]]
Progress: 85.3% ... Training loss: 0.227 ... Validation loss: 0.405[[  2.39124274e-01   6.95804720e-01  -7.47843411e-02   1.78958943e-01
   -8.50118094e-02  -1.03165875e-01  -1.08125198e-01   1.20194566e-01
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 [  6.99245071e-03   9.31268592e-02  -2.16819223e-02   4.19596610e-02
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 [  2.19885325e-01   4.80695886e-01   2.38891903e-03  -8.63436811e-02
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    7.06534291e-02   3.20084420e-01]
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 [ -6.02878038e-02  -2.79970914e-03  -1.41204863e-01   5.18916886e-02
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   -4.09372113e-02  -5.19886682e-02]
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   -1.84170662e-01  -2.24048437e-01]
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   -1.69089364e-01  -3.70381252e-01]
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   -1.90745537e-01   4.97288516e-02  -6.79586770e-02  -2.70697645e-01
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 [  4.38476413e-03   1.65274616e-01   8.77012050e-02  -3.34339163e-02
   -2.50511721e-02   1.69225471e-01  -1.92890376e-02   1.18016031e-01
   -1.34182402e-02   1.83166043e-01]
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   -5.11940397e-02  -1.66225895e-02]
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   -5.11022922e-02   1.14257536e-02]
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 [  1.78290322e-01  -6.91016343e-02  -2.17266505e-01  -4.67739565e-03
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 [  2.63755121e-01  -2.26945410e-01   8.54109280e-02   6.18497845e-02
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 [ -8.30447338e-02  -1.06761429e-01   1.28385947e-01   1.31248459e-01
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    1.88859273e-01   2.58831275e-02]
 [ -1.50667091e-01  -3.41012222e-01   1.36633974e-01  -5.37441030e-01
   -7.39358572e-01   1.98481268e-01   2.96497254e-01  -1.39768475e-01
   -1.35254739e-01   5.79488306e-02]]
[[ 0.59524636]
 [ 2.00321606]
 [ 0.20636024]
 [ 0.95560111]
 [-3.0613668 ]
 [-0.39385915]
 [-1.97149403]
 [ 0.03632155]
 [ 0.6396657 ]
 [ 0.81940371]]
Progress: 85.3% ... Training loss: 0.230 ... Validation loss: 0.407[[  2.42469571e-01   7.07507858e-01  -7.35703417e-02   1.84437989e-01
   -9.88765256e-02  -1.05515083e-01  -1.18296273e-01   1.20412553e-01
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 [  7.83832562e-03   9.56267678e-02  -2.13758476e-02   4.33598841e-02
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    1.45611406e-01  -2.83193778e-02]
 [  2.21734937e-01   4.89036819e-01   3.06659754e-03  -8.36006591e-02
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    7.27637287e-02   3.22651014e-01]
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   -3.31122821e-01   1.74974603e-01   3.83727517e-01   5.79382884e-02
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   -1.90260448e-01  -9.08815555e-02]
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   -3.98543432e-02  -5.06747735e-02]
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   -1.84003923e-01  -2.23838528e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -1.94055291e-01  -6.18138382e-02   1.14601947e-01  -2.63203065e-01
   -2.91838937e-01  -1.17003025e-01]
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   -5.21844827e-02   8.15178602e-02   7.81268670e-03  -2.14943718e-02
   -1.00237087e-01  -1.51217851e-02]
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   -5.96427213e-02   1.35283707e-01  -2.48778355e-02  -2.52401861e-01
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 [  6.62937373e-02  -8.04184728e-02   8.55678483e-02   7.34984326e-02
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   -2.80630336e-02  -5.45327206e-02]
 [  5.59980721e-03  -2.59580525e-01  -2.99285524e-01  -7.12719424e-02
   -1.15010293e-01  -8.93318228e-02  -6.35306266e-03   1.59551380e-01
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   -1.68854542e-01  -3.70124534e-01]
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 [  1.34055350e-02  -6.27192697e-01  -4.49882900e-02  -1.06255844e-01
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   -3.64860931e-01  -2.18130609e-01]
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   -8.72951294e-02  -1.28922338e-01]
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 [  3.71019354e-01   4.03052347e-01  -7.43850677e-02   2.92325677e-01
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 [  6.77627593e-02   9.55417141e-02   2.62388197e-01   2.66739223e-01
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   -5.16159182e-02  -1.71430063e-02]
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   -2.10791198e-01   3.08477221e-02]
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   -5.02152686e-02   1.25077620e-02]
 [ -2.92581540e-01  -3.96007672e-02   3.38210676e-02   4.96853753e-02
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   -2.61110784e-02   1.33168471e-01]
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 [  2.64050150e-01  -2.25611643e-01   8.55540537e-02   6.25126029e-02
    1.03084259e-01  -7.52506429e-02   1.77700336e-03  -1.31524089e-01
    1.70599216e-01  -9.52159480e-02]
 [ -8.18855545e-02  -1.03514984e-01   1.28801257e-01   1.33135993e-01
    2.62798812e-02  -1.26636385e-01   1.78922399e-01  -7.86402434e-02
    1.90142185e-01   2.73582143e-02]
 [ -1.50600744e-01  -3.41076015e-01   1.36697005e-01  -5.37294591e-01
   -7.41256952e-01   1.98370185e-01   2.96210983e-01  -1.39757540e-01
   -1.35126116e-01   5.80999675e-02]]
[[ 0.61766493]
 [ 2.01637574]
 [ 0.22397686]
 [ 0.97468607]
 [-3.05006854]
 [-0.37473579]
 [-1.94875307]
 [ 0.05602459]
 [ 0.66217586]
 [ 0.84076997]]
Progress: 85.4% ... Training loss: 0.234 ... Validation loss: 0.414[[  2.41796400e-01   7.06963452e-01  -7.38024169e-02   1.83224649e-01
   -9.37432851e-02  -1.05099231e-01  -1.15570466e-01   1.20346332e-01
    2.81272282e-02   3.46753845e-01]
 [  8.16940015e-03   9.65375914e-02  -2.12260065e-02   4.39573808e-02
    3.83344610e-02  -5.42765804e-03   3.54456889e-01   3.98888354e-02
    1.46037931e-01  -2.78162870e-02]
 [  2.22541785e-01   4.89922564e-01   3.43542440e-03  -8.21908844e-02
    8.82705849e-01  -2.62227868e-02  -1.21195100e+00  -4.60684645e-02
    7.40141159e-02   3.23893829e-01]
 [ -3.55330222e-03  -5.01652717e-01  -2.06536614e-01   2.15235238e-01
   -3.20882826e-01   1.76939986e-01   3.89289539e-01   5.76418826e-02
    8.22244743e-02   2.85505828e-01]
 [ -6.07709082e-02  -5.03424334e-03  -1.41366393e-01   5.07458597e-02
   -1.69754329e-01  -1.91243013e-01   1.64656078e-01  -1.13123775e-01
   -1.90240428e-01  -9.07297459e-02]
 [ -3.87352892e-01  -6.95774865e-01  -3.02704207e-01   1.39270167e-01
   -4.34040195e-01   3.02107325e-02   4.07338814e-01  -4.27533833e-02
   -4.00550971e-02  -5.07864264e-02]
 [ -2.90330471e-02  -4.64624948e-01   1.57561080e-03   3.94220976e-02
   -2.81933984e-01  -6.42079270e-02   1.86295994e-01  -1.97504609e-01
    1.80256544e-01   3.74653704e-02]
 [  8.44871416e-02  -5.52412571e-01   1.70718220e-02  -1.22394806e-01
   -3.85557711e-01  -3.60736579e-02   1.46021412e-01   1.08603918e-01
    5.07371353e-02  -4.39198537e-02]
 [ -1.72981014e-01  -2.43659092e-01  -2.98281404e-01  -1.63687114e-02
   -2.75261813e-01   5.99795762e-02  -1.31845287e-02  -3.14427397e-02
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 [  1.33398080e-02  -6.15903742e-01   5.57972226e-02  -1.46463687e-01
   -5.98461720e-01  -1.00048917e-01   1.97491032e-01  -1.26033342e-01
   -3.59872040e-02   1.42401602e-02]
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   -4.09903304e-01  -1.07117890e-02   2.80928109e-01  -1.02703819e-01
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   -1.84260597e-01  -2.24222104e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.90831569e-01  -3.40701658e-01   9.23266797e-02   2.03178333e-01
   -1.93036153e-01  -6.14524391e-02   1.15210412e-01  -2.63255951e-01
   -2.92466531e-01  -1.17760925e-01]
 [  8.36359573e-02  -2.69449201e-01  -2.90313670e-02   8.76998847e-02
   -7.93559229e-02  -8.50965379e-02   3.21520950e-01  -3.35142407e-04
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 [  2.53703442e-02  -1.80324483e-01  -2.15538137e-01   1.18965833e-01
   -5.16988439e-02   8.15380276e-02   8.01891333e-03  -2.14983247e-02
   -1.00292862e-01  -1.51390769e-02]
 [ -1.26262571e-01  -1.34182488e-01  -2.02770731e-01   1.45748148e-01
   -5.75577074e-02   1.35421328e-01  -2.49145362e-02  -2.52423785e-01
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 [ -5.62662754e-02  -1.36873285e-01   2.79828154e-01   1.14200254e-01
   -2.88321517e-02  -6.96175476e-02  -6.69587278e-02   1.20376365e-01
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 [  6.65947669e-02  -7.87226506e-02   8.56614283e-02   7.39529585e-02
   -1.13198789e-01  -1.37154751e-02   1.30160606e-01   1.17927542e-01
   -2.76988466e-02  -5.41275582e-02]
 [  5.33495786e-03  -2.60349840e-01  -2.99357058e-01  -7.16873827e-02
   -1.14181784e-01  -8.91533897e-02  -4.52905280e-03   1.59531306e-01
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 [  5.85551212e-02  -9.23213435e-02  -1.09987764e-01   6.86007030e-02
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   -1.41730875e-01  -3.86943794e-02]
 [  2.13698156e-02   3.34876044e-02   1.29639364e-01   1.42885313e-01
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   -1.44169060e-01  -1.99790487e-01   2.89517051e-02  -2.21221717e-02
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   -1.02317965e-02   3.69629002e-02]
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   -1.68907268e-01  -3.70206879e-01]
 [ -1.29938792e-02  -5.59322477e-01  -3.15126745e-02  -7.07242551e-02
    6.53945746e-01   9.78992743e-02   6.39694803e-01   9.11138267e-02
    3.29581434e-02  -3.90520907e-01]
 [  1.34117424e-02  -6.27174013e-01  -4.49857927e-02  -1.06246114e-01
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   -3.64853853e-01  -2.18122658e-01]
 [ -1.78402522e-01  -7.22080809e-01  -1.27312772e-02  -2.08971013e-01
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   -7.17980020e-02   9.13487479e-02]
 [ -3.06010712e-01  -5.63141501e-01   5.41814018e-02  -4.63098361e-02
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   -8.76719893e-02  -1.29334543e-01]
 [ -2.23309321e-01  -4.24992411e-01   2.46488014e-01  -2.57990967e-01
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   -2.70891910e-01  -3.67887781e-02]
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   -4.12855080e-02  -1.52867900e-01]
 [  6.25820085e-02   2.66552762e-01   1.46808522e-01  -1.51572464e-01
   -2.04471145e-01   7.41839919e-02  -1.26479427e-01   2.76376168e-01
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 [  3.71079099e-01   4.03434777e-01  -7.43685808e-02   2.92321392e-01
   -9.25846253e-01  -2.85627299e-01  -5.18342721e-01   1.77948255e-01
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 [  6.81486772e-02   9.66314564e-02   2.62533409e-01   2.67346283e-01
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   -1.15297783e-01  -2.66087334e-01]
 [  2.36784662e-02  -1.47380873e-01  -1.22226515e-01  -6.43600816e-02
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 [  2.27640441e-02  -3.40459719e-02  -6.28573952e-02  -3.32482860e-02
    1.76239532e-02  -1.93916106e-01  -6.25627054e-03   1.08399921e-02
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 [  5.11313957e-02   1.67968378e-01   2.49899524e-01   9.71918785e-02
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   -1.69666243e-01   1.31556664e-01]
 [  1.00766107e-01   1.23019962e-01   1.14572803e-01   3.05587172e-02
   -1.93998401e-01   4.89632656e-02  -7.18787484e-02  -2.70630411e-01
    6.59536680e-03  -5.92058969e-02]
 [  5.53966218e-03   1.68552443e-01   8.81489348e-02  -3.16635175e-02
   -2.90639735e-02   1.68428362e-01  -2.17681946e-02   1.18106619e-01
   -1.20655475e-02   1.84780539e-01]
 [  2.33316543e-01   1.16361580e-01   2.98651725e-02   7.55233071e-02
    1.87184125e-02  -3.30794652e-02  -2.79906503e-01   1.47830068e-01
   -5.15995467e-02  -1.71178052e-02]
 [  5.94512405e-02   1.11480469e-01   2.15712192e-02   5.77187103e-02
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 [  5.81545863e-02   4.58256307e-01   1.29311423e-01   4.55803872e-01
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 [  1.54937038e-01   4.50808075e-01   6.41414346e-02   4.16609456e-01
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 [  2.02397735e-01   3.05187700e-01   2.34202777e-01   1.07630269e-01
   -7.32449405e-01   9.95948769e-02  -1.52195674e-01   1.58199060e-01
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 [ -9.39121997e-02   2.35433478e-01   2.33248465e-01  -1.14093616e-02
   -1.62444001e-01   1.42185928e-01  -7.62134016e-02  -1.74710072e-02
   -5.37298890e-02   2.33175486e-02]
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   -2.90194215e-01  -1.10124369e-01]
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   -2.10925012e-01   3.07017359e-02]
 [  6.96775613e-03  -4.89136668e-01  -1.29475141e-01  -1.67411111e-01
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   -1.68979171e-01  -2.26014572e-01]
 [ -6.22233093e-03  -4.59166664e-01  -2.04367092e-01  -2.09850310e-01
   -7.04157921e-01   2.13947424e-02   3.52800255e-01  -1.73087636e-01
    2.45162800e-03  -3.39737767e-01]
 [ -7.02354488e-02  -6.58389152e-02   2.83923696e-01   8.09030902e-02
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   -5.06359461e-02   1.20209518e-02]
 [ -2.93005111e-01  -4.08358773e-02   3.36549835e-02   4.89604947e-02
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   -2.65985836e-02   1.32546735e-01]
 [  1.79811972e-01  -6.42439257e-02  -2.16690459e-01  -2.07975654e-03
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    4.66921018e-02  -1.28130158e-01]
 [  2.63844577e-01  -2.25978203e-01   8.54502325e-02   6.20147889e-02
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    1.70379078e-01  -9.54970120e-02]
 [ -8.21848641e-02  -1.03662131e-01   1.28691619e-01   1.32787117e-01
    2.63627461e-02  -1.26411918e-01   1.79442067e-01  -7.86670304e-02
    1.89818945e-01   2.69081560e-02]
 [ -1.50303998e-01  -3.39297168e-01   1.36800111e-01  -5.36978626e-01
   -7.44125576e-01   1.98165233e-01   2.95555917e-01  -1.39736352e-01
   -1.34822889e-01   5.83972564e-02]]
[[ 0.6126037 ]
 [ 2.0159152 ]
 [ 0.21931802]
 [ 0.96741765]
 [-3.05319721]
 [-0.3820919 ]
 [-1.95984781]
 [ 0.04934657]
 [ 0.65487989]
 [ 0.83427589]]
Progress: 85.5% ... Training loss: 0.228 ... Validation loss: 0.406[[  2.41760031e-01   7.07471289e-01  -7.38054887e-02   1.82737917e-01
   -9.09962565e-02  -1.05126569e-01  -1.15118154e-01   1.20344255e-01
    2.79950372e-02   3.46953740e-01]
 [  8.59424163e-03   9.76138208e-02  -2.10667707e-02   4.46413610e-02
    3.62199565e-02  -5.70447496e-03   3.53346476e-01   3.99241929e-02
    1.46488917e-01  -2.72707058e-02]
 [  2.19559526e-01   4.81145522e-01   2.25647202e-03  -8.73609001e-02
    8.93115646e-01  -2.42708351e-02  -1.20552515e+00  -4.63222361e-02
    7.06783510e-02   3.19771606e-01]
 [ -4.77339685e-03  -5.02156397e-01  -2.06900130e-01   2.13667970e-01
   -3.11647034e-01   1.77857165e-01   3.91096644e-01   5.75270721e-02
    8.06570082e-02   2.84022743e-01]
 [ -6.29544130e-02  -1.24831570e-02  -1.42228291e-01   4.72521594e-02
   -1.58768454e-01  -1.89899011e-01   1.68977658e-01  -1.13301233e-01
   -1.92660552e-01  -9.39813019e-02]
 [ -3.86788027e-01  -6.94778311e-01  -3.02495013e-01   1.40113525e-01
   -4.36314962e-01   2.98168434e-02   4.06720969e-01  -4.27073455e-02
   -3.94290704e-02  -5.01135214e-02]
 [ -2.98914541e-02  -4.66484909e-01   1.30861485e-03   3.79390852e-02
   -2.81055052e-01  -6.37917289e-02   1.88858635e-01  -1.97554038e-01
    1.79433972e-01   3.66456906e-02]
 [  8.23955480e-02  -5.58754153e-01   1.62757240e-02  -1.25899341e-01
   -3.76267797e-01  -3.47167408e-02   1.51137552e-01   1.08421647e-01
    4.83684003e-02  -4.68843999e-02]
 [ -1.72387749e-01  -2.42199526e-01  -2.98067804e-01  -1.55604440e-02
   -2.75550810e-01   5.95969045e-02  -1.48977580e-02  -3.13925847e-02
    2.91731410e-01  -1.23811583e-01]
 [  1.10360440e-02  -6.23427543e-01   5.49520212e-02  -1.50455324e-01
   -5.88453022e-01  -9.86698099e-02   2.03669006e-01  -1.26214297e-01
   -3.84909301e-02   1.11493171e-02]
 [ -6.48286280e-02  -3.03061600e-01   1.37088676e-02  -1.09136784e-01
   -4.13529874e-01  -1.12505610e-02   2.79497383e-01  -1.02636846e-01
    2.28109971e-02  -7.10322697e-02]
 [ -1.54371013e-01  -4.33945869e-01  -7.69776483e-02   1.96976956e-02
   -1.08493556e-01   1.11140128e-01   3.27998186e-01  -1.98152220e-02
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[[ 0.60601446]
 [ 2.01430294]
 [ 0.21435661]
 [ 0.96282578]
 [-3.05770779]
 [-0.38705781]
 [-1.96406092]
 [ 0.04307116]
 [ 0.64925777]
 [ 0.82713065]]
Progress: 85.5% ... Training loss: 0.226 ... Validation loss: 0.405[[  2.39424211e-01   6.99759494e-01  -7.46428819e-02   1.78867480e-01
   -8.04680133e-02  -1.03621297e-01  -1.06754872e-01   1.20181129e-01
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 [  2.17774355e-01   4.75855658e-01   1.63586703e-03  -9.01736123e-02
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 [  5.61978501e-03   1.68900306e-01   8.81721933e-02  -3.18485014e-02
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 [ -8.24138819e-02  -1.04573683e-01   1.28594990e-01   1.32299418e-01
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    1.89552540e-01   2.66652889e-02]
 [ -1.49433556e-01  -3.36994129e-01   1.37090898e-01  -5.35878074e-01
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   -1.33819475e-01   5.96687849e-02]]
[[ 0.59191701]
 [ 2.00449585]
 [ 0.20093972]
 [ 0.95049294]
 [-3.06652957]
 [-0.39833438]
 [-1.97662488]
 [ 0.03189376]
 [ 0.63374063]
 [ 0.81358469]]
Progress: 85.5% ... Training loss: 0.234 ... Validation loss: 0.408[[  2.40227210e-01   7.02529488e-01  -7.42873586e-02   1.80400967e-01
   -8.47089974e-02  -1.04292292e-01  -1.08029662e-01   1.20236546e-01
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 [  7.75398351e-03   9.48495742e-02  -2.13819464e-02   4.31563210e-02
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 [  2.20403179e-01   4.84410770e-01   2.60162306e-03  -8.56195163e-02
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    7.23392824e-02   3.21737708e-01]
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   -3.96146825e-02  -5.01917878e-02]
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   -1.85798468e-01  -2.26260145e-01]
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   -9.85779156e-02  -1.30029231e-02]
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   -2.54908183e-02  -5.14648419e-02]
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   -1.68752413e-01  -3.70033750e-01]
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   -3.64536605e-01  -2.17700635e-01]
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 [  6.83234938e-02   9.58989800e-02   2.62601665e-01   2.67503421e-01
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   -1.68595872e-01  -2.25530702e-01]
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   -4.95666354e-02   1.35546702e-02]
 [ -2.93576958e-01  -4.36109262e-02   3.34321671e-02   4.78749119e-02
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 [  1.79357288e-01  -6.64227071e-02  -2.16860899e-01  -2.91155642e-03
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 [  2.64184494e-01  -2.24870163e-01   8.55729491e-02   6.26172036e-02
    1.04469776e-01  -7.54286674e-02   1.10880412e-03  -1.31524418e-01
    1.70856008e-01  -9.48282847e-02]
 [ -8.21669228e-02  -1.04053830e-01   1.28697229e-01   1.32790560e-01
    2.70108262e-02  -1.26436133e-01   1.80050023e-01  -7.86776304e-02
    1.89874015e-01   2.70353897e-02]
 [ -1.49687611e-01  -3.37716294e-01   1.37034572e-01  -5.36261029e-01
   -7.49114162e-01   1.97700900e-01   2.95119245e-01  -1.39681201e-01
   -1.34004730e-01   5.96165355e-02]]
[[ 0.6055436 ]
 [ 2.01219496]
 [ 0.21196098]
 [ 0.95964357]
 [-3.05671595]
 [-0.38718025]
 [-1.96774278]
 [ 0.0433571 ]
 [ 0.64522442]
 [ 0.82475848]]
Progress: 85.6% ... Training loss: 0.226 ... Validation loss: 0.404[[  2.40643334e-01   7.05592790e-01  -7.41586778e-02   1.80802845e-01
   -8.39275680e-02  -1.04527088e-01  -1.10791085e-01   1.20260266e-01
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 [  8.17249402e-03   9.62818847e-02  -2.12615239e-02   4.37266849e-02
    3.90766645e-02  -5.38359211e-03   3.54277669e-01   3.98812354e-02
    1.45944910e-01  -2.76651951e-02]
 [  2.20280120e-01   4.84207630e-01   2.50450570e-03  -8.58967774e-02
    8.88209664e-01  -2.51006673e-02  -1.20871246e+00  -4.62972337e-02
    7.22216609e-02   3.21413606e-01]
 [ -5.58728153e-03  -5.01988797e-01  -2.07092236e-01   2.12851951e-01
   -3.09242598e-01   1.78675765e-01   3.92781918e-01   5.74821877e-02
    7.99654758e-02   2.83444319e-01]
 [ -6.30903619e-02  -1.30756069e-02  -1.42251010e-01   4.68303551e-02
   -1.53026204e-01  -1.89765040e-01   1.69606432e-01  -1.13293357e-01
   -1.93102483e-01  -9.46317710e-02]
 [ -3.86046234e-01  -6.92247734e-01  -3.02269533e-01   1.40861383e-01
   -4.38860263e-01   2.94009326e-02   4.04692760e-01  -4.26552144e-02
   -3.88756160e-02  -4.91448341e-02]
 [ -3.16178473e-02  -4.72701282e-01   7.01583333e-04   3.50021304e-02
   -2.74289147e-01  -6.26761314e-02   1.94119023e-01  -1.97692031e-01
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 [  8.36965831e-02  -5.55223136e-01   1.67300200e-02  -1.23729542e-01
   -3.85091898e-01  -3.59043068e-02   1.47306550e-01   1.08463777e-01
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   -2.73418412e-01   5.97474030e-02  -1.24728880e-02  -3.14231082e-02
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   -3.64378221e-02   1.35707654e-02]
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   -1.86691358e-01  -2.27222162e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.91288154e-01  -3.41509373e-01   9.21664752e-02   2.02539875e-01
   -1.93116186e-01  -6.11771259e-02   1.15686357e-01  -2.63294704e-01
   -2.92998550e-01  -1.18367187e-01]
 [  8.41585823e-02  -2.68419609e-01  -2.88396834e-02   8.82621813e-02
   -7.95307924e-02  -8.54505115e-02   3.21882220e-01  -2.86211530e-04
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 [  2.72055818e-02  -1.75260470e-01  -2.14869564e-01   1.21776632e-01
   -5.66087463e-02   8.03406085e-02   2.23126891e-03  -2.13668345e-02
   -9.82668322e-02  -1.26114273e-02]
 [ -1.26382660e-01  -1.35537443e-01  -2.02825592e-01   1.45324790e-01
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 [ -6.02242888e-02  -1.48738741e-01   2.78434600e-01   1.07794433e-01
   -1.34023023e-02  -6.70956114e-02  -5.56229675e-02   1.20097405e-01
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 [  6.82950440e-02  -7.35805541e-02   8.62716928e-02   7.66867673e-02
   -1.21880036e-01  -1.48135716e-02   1.27645334e-01   1.18057730e-01
   -2.57337818e-02  -5.18731386e-02]
 [  4.43740472e-03  -2.63948308e-01  -2.99759487e-01  -7.33599258e-02
   -1.11121635e-01  -8.86593519e-02  -4.22456506e-03   1.59408832e-01
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 [  5.93701955e-02  -8.98166679e-02  -1.09626277e-01   7.03263792e-02
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   -1.40635222e-01  -3.72892042e-02]
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   -1.73142041e-01  -3.27395599e-01   1.46078743e-01   6.88097933e-03
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   -1.07884441e-02   3.61256806e-02]
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   -1.68976126e-01  -3.70318084e-01]
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 [  1.37119674e-02  -6.27438327e-01  -4.48968868e-02  -1.05845740e-01
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   -3.64573315e-01  -2.17771833e-01]
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   -7.22809031e-02   9.08192932e-02]
 [ -3.05820300e-01  -5.63126754e-01   5.42388977e-02  -4.60162041e-02
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   -8.74987215e-02  -1.29067920e-01]
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   -2.71252614e-01  -3.71835836e-02]
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   -4.07248075e-02  -1.52178353e-01]
 [  5.99006784e-02   2.59637460e-01   1.45920767e-01  -1.55690132e-01
   -1.97006992e-01   7.58363086e-02  -1.18095101e-01   2.76187710e-01
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 [  3.71999017e-01   4.07514340e-01  -7.39547885e-02   2.93668588e-01
   -9.29753841e-01  -2.86346129e-01  -5.21261665e-01   1.78020512e-01
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 [  6.84090867e-02   9.61146393e-02   2.62626119e-01   2.67623423e-01
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   -1.15030139e-01  -2.65750406e-01]
 [  2.34295346e-02  -1.47991492e-01  -1.22309115e-01  -6.47660751e-02
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 [  2.19821341e-02  -3.72844804e-02  -6.31616166e-02  -3.46047528e-02
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 [  5.17783416e-02   1.69207403e-01   2.50129107e-01   9.81718851e-02
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   -1.68932133e-01   1.32440825e-01]
 [  1.01267688e-01   1.24141613e-01   1.14747245e-01   3.13662031e-02
   -1.94604298e-01   4.85707243e-02  -7.31752406e-02  -2.70615444e-01
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 [  6.70090994e-03   1.72308125e-01   8.85610989e-02  -3.01418773e-02
   -3.22446337e-02   1.67634818e-01  -2.50191405e-02   1.18188877e-01
   -1.07586108e-02   1.86338003e-01]
 [  2.33813999e-01   1.17636292e-01   3.00079528e-02   7.60950465e-02
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   -5.11539027e-02  -1.65413291e-02]
 [  6.01373384e-02   1.12986651e-01   2.18092135e-02   5.87730045e-02
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 [  2.00951070e-01   3.01277322e-01   2.33683947e-01   1.05378643e-01
   -7.29197158e-01   1.00484742e-01  -1.48551620e-01   1.58108182e-01
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   -2.89720037e-01  -1.09562009e-01]
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   -2.10925489e-01   3.07011191e-02]
 [  7.20609123e-03  -4.89142306e-01  -1.29397174e-01  -1.67065658e-01
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   -1.68715267e-01  -2.25683107e-01]
 [ -1.11818643e-02  -4.71381019e-01  -2.06072812e-01  -2.17732005e-01
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   -2.47169209e-03  -3.46529206e-01]
 [ -6.81270702e-02  -6.19583465e-02   2.84673781e-01   8.41268500e-02
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   -4.83650538e-02   1.50707866e-02]
 [ -2.93961368e-01  -4.47258782e-02   3.33009067e-02   4.72905547e-02
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   -2.77994445e-02   1.31156807e-01]
 [  1.79384171e-01  -6.70541418e-02  -2.16894109e-01  -3.06990092e-03
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 [  2.64201914e-01  -2.25137384e-01   8.56008565e-02   6.26388463e-02
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 [ -8.26423964e-02  -1.05448376e-01   1.28524092e-01   1.32044531e-01
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    1.89374084e-01   2.63799590e-02]
 [ -1.47944141e-01  -3.32496976e-01   1.37632066e-01  -5.33629029e-01
   -7.53748065e-01   1.96619001e-01   2.90136194e-01  -1.39560164e-01
   -1.32178129e-01   6.18333313e-02]]
[[ 0.60612036]
 [ 2.01351588]
 [ 0.21456588]
 [ 0.96048278]
 [-3.05855509]
 [-0.3850546 ]
 [-1.96554013]
 [ 0.04295173]
 [ 0.64547129]
 [ 0.82747396]]
Progress: 85.7% ... Training loss: 0.226 ... Validation loss: 0.404[[  2.42067905e-01   7.11415326e-01  -7.36755721e-02   1.82945046e-01
   -8.77252704e-02  -1.05351708e-01  -1.14801458e-01   1.20360143e-01
    2.86240374e-02   3.48028261e-01]
 [  8.39142517e-03   9.71641111e-02  -2.11963316e-02   4.40451212e-02
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    1.46128980e-01  -2.74626863e-02]
 [  2.21225948e-01   4.88504442e-01   2.82438943e-03  -8.47177184e-02
    8.83184833e-01  -2.55941824e-02  -1.21270223e+00  -4.62420952e-02
    7.32331618e-02   3.22767768e-01]
 [ -6.45202663e-03  -5.03985025e-01  -2.07439408e-01   2.11635366e-01
   -3.07627353e-01   1.79338465e-01   3.95836035e-01   5.74098917e-02
    7.89433838e-02   2.82346722e-01]
 [ -6.13762269e-02  -7.73311586e-03  -1.41569101e-01   4.98455527e-02
   -1.60524726e-01  -1.90983607e-01   1.66418363e-01  -1.13157753e-01
   -1.91003977e-01  -9.21891681e-02]
 [ -3.86230707e-01  -6.93313297e-01  -3.02326773e-01   1.40672246e-01
   -4.38127148e-01   2.95101277e-02   4.06012964e-01  -4.26649132e-02
   -3.90895760e-02  -4.95269288e-02]
 [ -3.19427367e-02  -4.73765706e-01   5.64538544e-04   3.44465861e-02
   -2.72898344e-01  -6.24738751e-02   1.94714673e-01  -1.97710874e-01
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   -3.90526745e-01  -3.64336666e-02   1.44505211e-01   1.08526164e-01
    5.11624273e-02  -4.32324186e-02]
 [ -1.72879682e-01  -2.45187230e-01  -2.98211724e-01  -1.64927578e-02
   -2.71857435e-01   5.97786688e-02  -1.26094403e-02  -3.14235154e-02
    2.91255115e-01  -1.24454566e-01]
 [  1.38025248e-02  -6.16702902e-01   5.59479371e-02  -1.46523996e-01
   -6.01975287e-01  -1.00818023e-01   1.97460827e-01  -1.26074846e-01
   -3.51106268e-02   1.50504724e-02]
 [ -6.48396587e-02  -3.03555031e-01   1.36919997e-02  -1.09296051e-01
   -4.12669873e-01  -1.13199805e-02   2.78932616e-01  -1.02640768e-01
    2.26428571e-02  -7.09733780e-02]
 [ -1.56913426e-01  -4.41802862e-01  -7.78696779e-02   1.56508418e-02
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   -1.87193236e-01  -2.27781069e-01]
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 [ -8.28997159e-02  -1.06157642e-01   1.28428779e-01   1.31604374e-01
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    1.89081363e-01   2.59938783e-02]
 [ -1.47071630e-01  -3.28795921e-01   1.37932927e-01  -5.32451952e-01
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   -1.31161251e-01   6.30250861e-02]]
[[ 0.60901391]
 [ 2.01659674]
 [ 0.21587477]
 [ 0.96042724]
 [-3.05978637]
 [-0.38594308]
 [-1.96640036]
 [ 0.04369154]
 [ 0.64699384]
 [ 0.82939566]]
Progress: 85.7% ... Training loss: 0.226 ... Validation loss: 0.402[[  2.40417892e-01   7.06383686e-01  -7.42469757e-02   1.80118579e-01
   -7.93245491e-02  -1.04285943e-01  -1.09390014e-01   1.20244712e-01
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 [  8.32334581e-03   9.63776588e-02  -2.12187733e-02   4.39407411e-02
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    1.46103517e-01  -2.75386100e-02]
 [  2.18186253e-01   4.80124191e-01   1.65195556e-03  -8.95229788e-02
    8.91564154e-01  -2.35225672e-02  -1.20902243e+00  -4.64758053e-02
    6.99009702e-02   3.18572789e-01]
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   -3.14790890e-01   1.77567269e-01   3.89320010e-01   5.76110562e-02
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 [ -6.32971522e-02  -1.29759866e-02  -1.42242797e-01   4.71722622e-02
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   -3.87998874e-02  -4.91189433e-02]
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   -1.86413398e-01  -2.26853225e-01]
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   -2.67345035e-02  -5.30775967e-02]
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   -1.69007895e-01  -3.70417638e-01]
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   -3.64569757e-01  -2.17774491e-01]
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   -7.24673468e-02   9.06403910e-02]
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 [  6.88282728e-02   9.73017702e-02   2.62807362e-01   2.68351278e-01
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 [  5.16730769e-02   1.69055939e-01   2.50079144e-01   9.78525015e-02
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   -1.69077578e-01   1.32272975e-01]
 [  1.01098422e-01   1.23991521e-01   1.14654925e-01   3.08394998e-02
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 [  6.37767645e-03   1.71179254e-01   8.84652080e-02  -3.06169747e-02
   -3.03650672e-02   1.67835056e-01  -2.43492940e-02   1.18166645e-01
   -1.11061400e-02   1.85904513e-01]
 [  2.33582323e-01   1.16518567e-01   2.98936743e-02   7.55585347e-02
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   -5.15178269e-02  -1.70523350e-02]
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 [  2.00569143e-01   3.00187444e-01   2.33554746e-01   1.04790519e-01
   -7.28818149e-01   1.00719994e-01  -1.47776572e-01   1.58081260e-01
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   -5.40593742e-02   2.29154205e-02]
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   -1.68757021e-01  -2.25733266e-01]
 [ -1.11173646e-02  -4.71333165e-01  -2.06007043e-01  -2.17470476e-01
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 [ -6.87676551e-02  -6.57093987e-02   2.84449131e-01   8.29140787e-02
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   -4.90701010e-02   1.41402235e-02]
 [ -2.94344406e-01  -4.56136644e-02   3.31767421e-02   4.66112147e-02
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   -2.83754243e-02   1.30601438e-01]
 [  1.79956428e-01  -6.49294769e-02  -2.16640141e-01  -1.91612976e-03
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    4.67311263e-02  -1.27871874e-01]
 [  2.63210457e-01  -2.28609148e-01   8.52000012e-02   6.08174618e-02
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    1.69732130e-01  -9.61798698e-02]
 [ -8.28480470e-02  -1.06341468e-01   1.28447800e-01   1.31707173e-01
    2.84685471e-02  -1.26043212e-01   1.81022537e-01  -7.87276343e-02
    1.89179828e-01   2.61670364e-02]
 [ -1.47876427e-01  -3.31459541e-01   1.37607720e-01  -5.33873565e-01
   -7.57481379e-01   1.96654295e-01   2.89894179e-01  -1.39572535e-01
   -1.32077514e-01   6.18883098e-02]]
[[ 0.60093721]
 [ 2.00811762]
 [ 0.20748888]
 [ 0.9566734 ]
 [-3.06646707]
 [-0.39088665]
 [-1.96878599]
 [ 0.03889396]
 [ 0.64028223]
 [ 0.8214863 ]]
Progress: 85.8% ... Training loss: 0.227 ... Validation loss: 0.404[[  2.40200144e-01   7.05483884e-01  -7.43873685e-02   1.79457144e-01
   -7.80672613e-02  -1.04006998e-01  -1.08689325e-01   1.20215121e-01
    2.63689368e-02   3.45568678e-01]
 [  8.53849605e-03   9.71756287e-02  -2.11414573e-02   4.43100626e-02
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    1.46317402e-01  -2.73133393e-02]
 [  2.18102393e-01   4.79348535e-01   1.60134029e-03  -8.98599662e-02
    8.93729878e-01  -2.33748139e-02  -1.20746809e+00  -4.64854676e-02
    6.96716087e-02   3.18759398e-01]
 [ -5.29362627e-03  -5.01375950e-01  -2.06938212e-01   2.13697707e-01
   -3.06803063e-01   1.78524020e-01   3.92947674e-01   5.75091314e-02
    8.03859910e-02   2.84411028e-01]
 [ -6.27931221e-02  -1.18905301e-02  -1.42074998e-01   4.78702194e-02
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   -1.92371478e-01  -9.40894571e-02]
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   -3.92240963e-02  -4.98052659e-02]
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   -2.71452224e-01  -6.23111665e-02   1.95538842e-01  -1.97724655e-01
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   -3.84315663e-01  -3.50856499e-02   1.49221749e-01   1.08384882e-01
    4.89780179e-02  -4.56682599e-02]
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   -2.76395063e-01   5.91478370e-02  -1.61787125e-02  -3.13666056e-02
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 [  1.26874583e-02  -6.22206755e-01   5.55061786e-02  -1.48768430e-01
   -5.99520464e-01  -9.99526217e-02   2.02832940e-01  -1.26161988e-01
   -3.65111938e-02   1.36236897e-02]
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   -1.04665879e-01   1.12144321e-01   3.32210699e-01  -1.99141381e-02
   -1.86048127e-01  -2.26523794e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.91640778e-01  -3.43062623e-01   9.20568934e-02   2.02061578e-01
   -1.93767096e-01  -6.09879529e-02   1.16665549e-01  -2.63313314e-01
   -2.93372603e-01  -1.18916500e-01]
 [  8.44107299e-02  -2.68744218e-01  -2.87444054e-02   8.84291300e-02
   -7.75641916e-02  -8.56161923e-02   3.22675629e-01  -2.69802088e-04
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 [  2.76925433e-02  -1.74201764e-01  -2.14705571e-01   1.22539347e-01
   -5.80102172e-02   7.99768127e-02   1.79235827e-03  -2.13271203e-02
   -9.77733235e-02  -1.22507221e-02]
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   -5.32824515e-02   1.35760448e-01  -2.37962242e-02  -2.52490355e-01
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   -1.21712264e-02  -6.69554136e-02  -5.45084278e-02   1.20084470e-01
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 [  6.68880158e-02  -7.86844175e-02   8.57282370e-02   7.42489872e-02
   -1.17218808e-01  -1.38268053e-02   1.31070868e-01   1.17950252e-01
   -2.74461134e-02  -5.38876128e-02]
 [  4.82493053e-03  -2.63099059e-01  -2.99604134e-01  -7.26812401e-02
   -1.14267456e-01  -8.87984718e-02  -4.85206309e-03   1.59444778e-01
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 [  5.85624230e-02  -9.20297867e-02  -1.09915947e-01   6.90185134e-02
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   -1.41538050e-01  -3.83848862e-02]
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   -1.46173996e-01  -2.00414244e-01   2.66703619e-02  -2.20654493e-02
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   -1.05924054e-02   3.63868939e-02]
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   -1.68637322e-01  -3.70102568e-01]
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 [  1.36537600e-02  -6.27846892e-01  -4.49122321e-02  -1.05868584e-01
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   -3.64629360e-01  -2.17828462e-01]
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   -7.25266866e-02   9.05785245e-02]
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   -8.76913869e-02  -1.29319350e-01]
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   -2.71459229e-01  -3.74136217e-02]
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   -4.12071009e-02  -1.52676900e-01]
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   -1.97489744e-01   7.57661249e-02  -1.17880002e-01   2.76201986e-01
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 [  3.72255347e-01   4.08049113e-01  -7.38582938e-02   2.93738914e-01
   -9.31148607e-01  -2.86393500e-01  -5.20388653e-01   1.78035865e-01
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 [  6.89210141e-02   9.74119187e-02   2.62850511e-01   2.68509355e-01
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   -1.14423062e-01  -2.64969655e-01]
 [  2.31611706e-02  -1.49423061e-01  -1.22412426e-01  -6.51902369e-02
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 [  2.26302843e-02  -3.51226014e-02  -6.29448090e-02  -3.35990338e-02
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 [  5.17666490e-02   1.69459330e-01   2.50105078e-01   9.79855180e-02
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   -1.68982656e-01   1.32393740e-01]
 [  1.01655899e-01   1.25546015e-01   1.14841574e-01   3.16262201e-02
   -1.94550930e-01   4.83790265e-02  -7.45415192e-02  -2.70605335e-01
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 [  6.41908219e-03   1.71157473e-01   8.84889853e-02  -3.05414180e-02
   -3.04219610e-02   1.67800781e-01  -2.42908859e-02   1.18171080e-01
   -1.10634958e-02   1.85999700e-01]
 [  2.33470898e-01   1.16215069e-01   2.98463353e-02   7.53393906e-02
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   -5.16352264e-02  -1.72361356e-02]
 [  6.05206122e-02   1.14265938e-01   2.19264123e-02   5.92681534e-02
   -4.94352153e-01  -1.32995117e-01  -2.90239386e-01   4.15522666e-02
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 [  5.74910189e-02   4.56563848e-01   1.28987627e-01   4.54449776e-01
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   -7.27976709e-01   1.00871770e-01  -1.47030552e-01   1.58064276e-01
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   -5.40095105e-02   2.29588259e-02]
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   -2.11403374e-01   3.00913384e-02]
 [  7.22556971e-03  -4.89119431e-01  -1.29391225e-01  -1.67046725e-01
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   -1.68707178e-01  -2.25670803e-01]
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   -2.29876212e-03  -3.46283538e-01]
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   -4.89761176e-02   1.41982820e-02]
 [ -2.94199389e-01  -4.53115044e-02   3.32145403e-02   4.67614561e-02
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    1.70238113e-01  -9.56536542e-02]
 [ -8.25855150e-02  -1.05238113e-01   1.28560062e-01   1.32141221e-01
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    1.89413396e-01   2.65258384e-02]
 [ -1.48280612e-01  -3.33079533e-01   1.37422785e-01  -5.34730423e-01
   -7.56210399e-01   1.97021753e-01   2.91398903e-01  -1.39611367e-01
   -1.32631596e-01   6.13764348e-02]]
[[ 0.60273574]
 [ 2.0114424 ]
 [ 0.21003533]
 [ 0.9585021 ]
 [-3.06379997]
 [-0.3886649 ]
 [-1.9659802 ]
 [ 0.03969596]
 [ 0.64333543]
 [ 0.82208139]]
Progress: 85.8% ... Training loss: 0.226 ... Validation loss: 0.403[[  2.39796110e-01   7.04228476e-01  -7.46089608e-02   1.78517401e-01
   -7.58517480e-02  -1.03650545e-01  -1.07878711e-01   1.20172585e-01
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    1.46837140e-01  -2.66317102e-02]
 [  2.17687813e-01   4.76705366e-01   1.32128079e-03  -9.13325028e-02
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    6.86786854e-02   3.17661650e-01]
 [ -5.79741891e-03  -5.02728879e-01  -2.07119821e-01   2.13321381e-01
   -3.07792315e-01   1.78885940e-01   3.96726881e-01   5.74871257e-02
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 [ -6.21199533e-02  -8.88466164e-03  -1.41753006e-01   4.90718670e-02
   -1.57604741e-01  -1.90703947e-01   1.66870754e-01  -1.13204298e-01
   -1.91578906e-01  -9.28941564e-02]
 [ -3.85873118e-01  -6.94700841e-01  -3.02222912e-01   1.40985279e-01
   -4.39534165e-01   2.92589739e-02   4.07191949e-01  -4.26420539e-02
   -3.88516513e-02  -4.94228867e-02]
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   -1.86122685e-01  -2.26646233e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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 [ -2.91395292e-01  -3.42450475e-01   9.21533804e-02   2.02523698e-01
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   -2.93080857e-01  -1.18621080e-01]
 [  8.42412559e-02  -2.69432557e-01  -2.88054371e-02   8.81309160e-02
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   -9.79608566e-02  -1.24922688e-02]
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 [  6.59303018e-02  -8.26566232e-02   8.53077370e-02   7.23403518e-02
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   -2.86920107e-02  -5.55516914e-02]
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   -1.16849955e-01  -8.89783734e-02  -4.62477316e-03   1.59465601e-01
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   -1.68830148e-01  -3.70349977e-01]
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 [  1.39881833e-02  -6.27568758e-01  -4.48085838e-02  -1.05340068e-01
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   -3.64285910e-01  -2.17367758e-01]
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   -7.23456406e-02   9.08005925e-02]
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   -8.75182565e-02  -1.29102809e-01]
 [ -2.23662047e-01  -4.26417833e-01   2.46355508e-01  -2.58521488e-01
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   -2.71296762e-01  -3.72183514e-02]
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   -4.14693987e-02  -1.52950747e-01]
 [  6.01274040e-02   2.60068361e-01   1.45986801e-01  -1.55252573e-01
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 [  3.70601420e-01   4.02974341e-01  -7.45016713e-02   2.90835853e-01
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 [  6.92483509e-02   9.80104142e-02   2.62959610e-01   2.68946586e-01
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 [  2.34337464e-02  -1.48300240e-01  -1.22290438e-01  -6.46635425e-02
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 [  1.02161557e-01   1.27248011e-01   1.15020324e-01   3.24576522e-02
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 [  7.39881397e-03   1.74392906e-01   8.88294774e-02  -2.91481155e-02
   -3.47426912e-02   1.67206028e-01  -2.80113321e-02   1.18229549e-01
   -1.00603199e-02   1.87190770e-01]
 [  2.32739615e-01   1.13493584e-01   2.95481960e-02   7.39496808e-02
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   -5.25593821e-02  -1.84117896e-02]
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   -2.11407557e-01   3.00639144e-02]
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   -1.68492758e-01  -2.25444311e-01]
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 [ -6.84674060e-02  -6.56611576e-02   2.84556505e-01   8.34736119e-02
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   -4.87919972e-02   1.44078222e-02]
 [ -2.94241810e-01  -4.58685413e-02   3.32105182e-02   4.66596158e-02
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   -2.82908526e-02   1.30695110e-01]
 [  1.80328627e-01  -6.47681339e-02  -2.16517623e-01  -1.32884938e-03
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 [  2.63417319e-01  -2.28304383e-01   8.52251941e-02   6.09345266e-02
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    1.89074146e-01   2.61023452e-02]
 [ -1.48841852e-01  -3.34151818e-01   1.37209569e-01  -5.35793443e-01
   -7.56160730e-01   1.97428328e-01   2.92512411e-01  -1.39655104e-01
   -1.33286227e-01   6.06217018e-02]]
[[ 0.59596108]
 [ 2.00692298]
 [ 0.20646218]
 [ 0.95462224]
 [-3.06410248]
 [-0.3913039 ]
 [-1.96745622]
 [ 0.03347508]
 [ 0.63708011]
 [ 0.81691936]]
Progress: 85.8% ... Training loss: 0.228 ... Validation loss: 0.405[[  2.38613094e-01   7.01225522e-01  -7.50264550e-02   1.76473140e-01
   -7.03122072e-02  -1.02849252e-01  -1.04067843e-01   1.20111776e-01
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 [  8.27354109e-03   9.67025644e-02  -2.12073950e-02   4.40015007e-02
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    1.46044940e-01  -2.74879929e-02]
 [  2.15819977e-01   4.71139426e-01   5.76365068e-04  -9.53027640e-02
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    6.64444910e-02   3.15429527e-01]
 [ -7.88940173e-03  -5.07939662e-01  -2.07839806e-01   2.10089625e-01
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   -1.92342499e-01  -9.35805335e-02]
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   -3.73489503e-02  -4.75773996e-02]
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   -2.80072146e-01  -6.34236396e-02   1.89187955e-01  -1.97618780e-01
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   -3.73639326e-01  -3.26373062e-02   1.60068109e-01   1.08151742e-01
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   -2.76226033e-01   5.93848721e-02  -1.63684108e-02  -3.13927446e-02
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   -6.02771366e-01  -1.00159800e-01   2.01348496e-01  -1.26150106e-01
   -3.61143706e-02   1.39686180e-02]
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[[ 0.595694  ]
 [ 2.00585771]
 [ 0.20717429]
 [ 0.95568558]
 [-3.06457711]
 [-0.39086957]
 [-1.96289814]
 [ 0.03344566]
 [ 0.63782289]
 [ 0.81518777]]
Progress: 85.9% ... Training loss: 0.228 ... Validation loss: 0.405[[  2.35855817e-01   6.93279258e-01  -7.59983259e-02   1.72011707e-01
   -6.06337293e-02  -1.00955625e-01  -9.57763134e-02   1.19949239e-01
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 [  8.13467920e-03   9.62669879e-02  -2.12573309e-02   4.37573223e-02
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 [  2.15795232e-01   4.70816408e-01   5.16657261e-04  -9.57544567e-02
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    6.62287924e-02   3.15590022e-01]
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   -3.70026268e-02  -4.72442030e-02]
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 [  7.78644692e-03   1.76070264e-01   8.89628099e-02  -2.86552038e-02
   -3.60916821e-02   1.66934102e-01  -2.86629833e-02   1.18249340e-01
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   -5.23661886e-02  -1.81864881e-02]
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   -4.96493787e-02   1.34163870e-02]
 [ -2.93801975e-01  -4.54643185e-02   3.33538528e-02   4.74004933e-02
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 [  1.80704950e-01  -6.44353368e-02  -2.16401988e-01  -8.62640924e-04
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 [  2.63952065e-01  -2.27015389e-01   8.53766351e-02   6.17305245e-02
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 [ -8.25863410e-02  -1.04803050e-01   1.28551309e-01   1.32134465e-01
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    1.89349420e-01   2.64382018e-02]
 [ -1.49490665e-01  -3.35983830e-01   1.37000020e-01  -5.36885295e-01
   -7.55925978e-01   1.97890815e-01   2.93105004e-01  -1.39696127e-01
   -1.34053355e-01   6.00728699e-02]]
[[ 0.59009342]
 [ 2.00184373]
 [ 0.2024709 ]
 [ 0.9513285 ]
 [-3.06528595]
 [-0.39644999]
 [-1.96859495]
 [ 0.02912107]
 [ 0.63250953]
 [ 0.80892903]]
Progress: 86.0% ... Training loss: 0.233 ... Validation loss: 0.408[[  2.38281848e-01   7.00687000e-01  -7.51541771e-02   1.75842351e-01
   -6.60965354e-02  -1.02497465e-01  -1.01626660e-01   1.20072403e-01
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 [  8.04804534e-03   9.59387470e-02  -2.12937566e-02   4.36267416e-02
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    1.45779000e-01  -2.78039462e-02]
 [  2.16499111e-01   4.74243168e-01   7.93193883e-04  -9.48938593e-02
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    6.71048484e-02   3.16522561e-01]
 [ -7.48874651e-03  -5.09589223e-01  -2.07706157e-01   2.11309126e-01
   -3.06257580e-01   1.79934048e-01   3.98498406e-01   5.73715399e-02
    7.84391818e-02   2.82435357e-01]
 [ -6.59567168e-02  -2.10276220e-02  -1.42975319e-01   4.34088182e-02
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   -1.95509368e-01  -9.83363732e-02]
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   -3.57649357e-02  -4.56914339e-02]
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   -1.86827550e-01  -2.27351180e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -2.92955867e-01  -1.18534899e-01]
 [  8.53576510e-02  -2.66857176e-01  -2.84268308e-02   8.98442349e-02
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 [  2.93713519e-02  -1.70864885e-01  -2.14120120e-01   1.25156706e-01
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   -9.59940470e-02  -9.98206382e-03]
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   -2.91791004e-02  -5.59774221e-02]
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 [  1.44397594e-02  -6.27107876e-01  -4.46480550e-02  -1.04580623e-01
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   -3.63786028e-01  -2.16752812e-01]
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   -8.75804729e-02  -1.29153199e-01]
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 [  7.00972808e-02   1.00111609e-01   2.63255899e-01   2.70282119e-01
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   -5.29161311e-02  -1.88850285e-02]
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   -2.11454624e-01   2.99865628e-02]
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    3.65742591e-01   2.49137127e-02   2.17848518e-01   1.51610490e-01
   -1.68631821e-01  -2.25603588e-01]
 [ -1.09285477e-02  -4.72962756e-01  -2.06061645e-01  -2.17655318e-01
   -7.10739155e-01   2.41638299e-02   3.66940962e-01  -1.73496753e-01
   -2.10324126e-03  -3.46369017e-01]
 [ -6.88647253e-02  -6.82272363e-02   2.84465607e-01   8.30719019e-02
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   -4.91978121e-02   1.39690967e-02]
 [ -2.92868293e-01  -4.34456638e-02   3.36904038e-02   4.90145737e-02
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   -2.66595219e-02   1.32782877e-01]
 [  1.81808434e-01  -6.18431674e-02  -2.16062067e-01   6.63494357e-04
    1.25398175e-01  -3.28849999e-01   3.04271274e-02  -1.62539197e-01
    4.86197203e-02  -1.25367365e-01]
 [  2.63873480e-01  -2.27979177e-01   8.53686348e-02   6.16652791e-02
    1.10052690e-01  -7.50919668e-02   2.51529804e-03  -1.31578098e-01
    1.70226040e-01  -9.57613503e-02]
 [ -8.25956905e-02  -1.04711956e-01   1.28546487e-01   1.32110327e-01
    2.64053811e-02  -1.26285604e-01   1.80270091e-01  -7.87072586e-02
    1.89328577e-01   2.64173479e-02]
 [ -1.48413128e-01  -3.32697129e-01   1.37349834e-01  -5.35562849e-01
   -7.60179572e-01   1.97210442e-01   2.90149604e-01  -1.39644524e-01
   -1.32870058e-01   6.15623969e-02]]
[[ 0.60672071]
 [ 2.01031085]
 [ 0.21601137]
 [ 0.96628627]
 [-3.05910041]
 [-0.38279232]
 [-1.95053558]
 [ 0.04513597]
 [ 0.65112565]
 [ 0.82685059]]
Progress: 86.0% ... Training loss: 0.226 ... Validation loss: 0.408[[  2.39709646e-01   7.05907385e-01  -7.46245479e-02   1.78033926e-01
   -7.30780483e-02  -1.03527760e-01  -1.06431906e-01   1.20173295e-01
    2.55686426e-02   3.45169619e-01]
 [  7.67431573e-03   9.40041330e-02  -2.14801624e-02   4.27233028e-02
    3.93930506e-02  -5.03985388e-03   3.55174212e-01   3.98456428e-02
    1.45313983e-01  -2.85246874e-02]
 [  2.17754943e-01   4.76528928e-01   1.22017472e-03  -9.26956781e-02
    8.95743335e-01  -2.25159038e-02  -1.20877096e+00  -4.65629491e-02
    6.84782774e-02   3.17902984e-01]
 [ -7.52427077e-03  -5.08023290e-01  -2.07686014e-01   2.11382840e-01
   -3.10578663e-01   1.80101895e-01   3.99959007e-01   5.73814780e-02
    7.85629499e-02   2.82275984e-01]
 [ -6.61633141e-02  -2.16082584e-02  -1.42967695e-01   4.32786348e-02
   -1.41586482e-01  -1.88593217e-01   1.77472286e-01  -1.13385546e-01
   -1.95617316e-01  -9.80373773e-02]
 [ -3.83078029e-01  -6.88429079e-01  -3.01249172e-01   1.45580606e-01
   -4.45978982e-01   2.72873548e-02   4.00659270e-01  -4.24850930e-02
   -3.58651650e-02  -4.56553819e-02]
 [ -2.95312327e-02  -4.68386671e-01   1.38929539e-03   3.80899491e-02
   -2.86673251e-01  -6.42129026e-02   1.86516530e-01  -1.97561782e-01
    1.79775660e-01   3.70581025e-02]
 [  7.96722046e-02  -5.70963611e-01   1.51428486e-02  -1.31429755e-01
   -3.78441925e-01  -3.28027353e-02   1.60690749e-01   1.08139897e-01
    4.55201585e-02  -4.99818175e-02]
 [ -1.72076433e-01  -2.41545790e-01  -2.97918025e-01  -1.56183888e-02
   -2.76217290e-01   5.93242083e-02  -1.66939933e-02  -3.14078279e-02
    2.92258079e-01  -1.23306957e-01]
 [  1.62875214e-02  -6.16200958e-01   5.66039972e-02  -1.44374193e-01
   -6.13344023e-01  -1.02261751e-01   1.93033427e-01  -1.26033326e-01
   -3.29483627e-02   1.76848507e-02]
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   -4.05615779e-01  -1.04828609e-02   2.83431192e-01  -1.02754912e-01
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 [ -1.56572291e-01  -4.41360392e-01  -7.77378849e-02   1.65008252e-02
   -1.09639477e-01   1.12655015e-01   3.34053114e-01  -1.99606112e-02
   -1.86827443e-01  -2.27351017e-01]
 [ -1.61664762e-01  -1.16646837e-03   5.99621901e-02   1.52536588e-02
   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
    8.07413615e-02   1.66414215e-01]
 [ -2.91258629e-01  -3.42382435e-01   9.22292586e-02   2.02997315e-01
   -1.95476500e-01  -6.13197533e-02   1.15704149e-01  -2.63281121e-01
   -2.92928320e-01  -1.18416477e-01]
 [  8.51025512e-02  -2.67226967e-01  -2.85196898e-02   8.94367517e-02
   -7.91231833e-02  -8.60724830e-02   3.21006362e-01  -2.44052401e-04
    7.61514351e-03  -2.45062921e-02]
 [  2.93009330e-02  -1.71499724e-01  -2.14150951e-01   1.25007442e-01
   -6.11366569e-02   7.87263584e-02  -1.50305564e-03  -2.12347847e-02
   -9.60608660e-02  -9.98557013e-03]
 [ -1.25792201e-01  -1.35016376e-01  -2.02642075e-01   1.46372566e-01
   -5.97284173e-02   1.34997828e-01  -2.67347432e-02  -2.52416345e-01
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 [ -5.98542242e-02  -1.47815590e-01   2.78504346e-01   1.08202888e-01
   -1.54132595e-02  -6.73910975e-02  -5.63902284e-02   1.20121111e-01
    9.14001830e-02   7.45925115e-02]
 [  6.56358780e-02  -8.40613321e-02   8.51978797e-02   7.16852406e-02
   -1.13280498e-01  -1.28816005e-02   1.30560595e-01   1.17846207e-01
   -2.91885075e-02  -5.60026420e-02]
 [  6.49316442e-03  -2.58336989e-01  -2.98991336e-01  -7.02188969e-02
   -1.25630304e-01  -8.98665484e-02  -6.26415250e-03   1.59524996e-01
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 [  5.93181349e-02  -9.07201958e-02  -1.09679133e-01   7.00688193e-02
   -3.71027659e-01   3.11181594e-01   3.23381034e-01   2.04094152e-01
   -1.40772056e-01  -3.75438676e-02]
 [  1.88512806e-02   2.64152197e-02   1.28648048e-01   1.38137891e-01
   -4.48928323e-02   9.74900006e-02  -1.74698184e-02  -4.14355744e-02
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 [  1.06324209e-01   7.00368336e-02  -4.48685473e-02  -1.10870861e-01
   -1.76058401e-01  -3.27594123e-01   1.43868853e-01   6.88772850e-03
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   -1.46230222e-01  -2.00584121e-01   2.60316234e-02  -2.20528024e-02
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   -4.02133784e-01  -1.87828117e-03   7.50687686e-02  -2.63788853e-02
   -1.13684316e-02   3.53175395e-02]
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   -1.68258867e-01  -3.69638791e-01]
 [ -1.30036488e-02  -5.62040914e-01  -3.15344879e-02  -7.08383755e-02
    6.54852426e-01   9.79189092e-02   6.41150517e-01   9.11151655e-02
    3.29010228e-02  -3.90687832e-01]
 [  1.43860864e-02  -6.27241627e-01  -4.46635497e-02  -1.04658444e-01
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   -3.63843063e-01  -2.16810080e-01]
 [ -1.79131114e-01  -7.24526471e-01  -1.29777869e-02  -2.10001508e-01
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   -7.25199429e-02   9.05918134e-02]
 [ -3.05950317e-01  -5.64378551e-01   5.42242461e-02  -4.60917384e-02
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   -8.75886335e-02  -1.29156329e-01]
 [ -2.23437082e-01  -4.26679839e-01   2.46456662e-01  -2.57987338e-01
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   -2.70975912e-01  -3.68132598e-02]
 [ -1.61178706e-01  -3.07407196e-01  -1.91742417e-01  -1.39759705e-01
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   -4.11075301e-02  -1.52484820e-01]
 [  5.97986459e-02   2.60424937e-01   1.45889473e-01  -1.55684095e-01
   -2.00103527e-01   7.59248933e-02  -1.17932392e-01   2.76180016e-01
    1.70787113e-02   1.20974624e-01]
 [  3.71563695e-01   4.05898814e-01  -7.41735295e-02   2.92057022e-01
   -9.30266597e-01  -2.85872215e-01  -5.19260711e-01   1.77953814e-01
    4.08121428e-01   6.87532713e-03]
 [  7.02150340e-02   1.00446595e-01   2.63307866e-01   2.70496711e-01
   -3.39993306e-03  -2.10512796e-01  -1.88597642e-01  -1.31550803e-01
   -1.12991965e-01  -2.63308509e-01]
 [  2.34851022e-02  -1.48731065e-01  -1.22305893e-01  -6.46138724e-02
    2.69083881e-01   3.70171896e-02  -2.45561265e-02  -1.86484371e-01
    2.83303561e-02   2.03463589e-01]
 [  2.44318900e-02  -3.07039390e-02  -6.23684428e-02  -3.10205940e-02
    1.80477310e-02  -1.95024074e-01  -9.54169434e-03   1.09228145e-02
    5.44018018e-02   2.40184960e-02]
 [  5.14650835e-02   1.68441619e-01   2.49999482e-01   9.74135346e-02
   -1.83993824e-01  -1.54251565e-01  -1.64381019e-02   4.02170802e-02
   -1.69320837e-01   1.32106081e-01]
 [  1.02565131e-01   1.28494818e-01   1.15182592e-01   3.29770868e-02
   -1.97566456e-01   4.77624740e-02  -7.70443498e-02  -2.70539754e-01
    8.44015384e-03  -5.70861232e-02]
 [  7.85058194e-03   1.76518069e-01   8.89584408e-02  -2.87879388e-02
   -3.65245706e-02   1.66861464e-01  -2.92382304e-02   1.18255307e-01
   -9.60366516e-03   1.87859959e-01]
 [  2.32684288e-01   1.12782548e-01   2.95083770e-02   7.36932476e-02
    2.61336491e-02  -3.26339939e-02  -2.79891936e-01   1.47759332e-01
   -5.27058607e-02  -1.86286880e-02]
 [  6.08774103e-02   1.15874614e-01   2.20584553e-02   5.98974204e-02
   -4.96068396e-01  -1.33183826e-01  -2.91115688e-01   4.15590255e-02
    1.31129597e-01   2.10908876e-01]
 [  5.87144868e-02   4.60336565e-01   1.29379954e-01   4.56403388e-01
   -1.64878187e+00  -2.89378527e-01  -4.53948522e-01  -7.06508950e-02
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 [  1.50674244e-01   4.39745532e-01   6.26232540e-02   4.09755279e-01
   -1.41741034e+00  -6.36332687e-02  -3.34251074e-01   1.48884868e-01
    2.00641637e-01   4.37004099e-01]
 [  2.00073560e-01   2.99220000e-01   2.33388214e-01   1.04064161e-01
   -7.27759776e-01   1.01039019e-01  -1.46313800e-01   1.58054215e-01
    2.05533054e-01   3.60893706e-02]
 [ -9.56783824e-02   2.30783044e-01   2.32686909e-01  -1.39385189e-02
   -1.58244638e-01   1.43128531e-01  -6.94634494e-02  -1.75753668e-02
   -5.52782851e-02   2.13636887e-02]
 [ -1.14380059e-01  -5.58635936e-05   1.86555599e-02   7.16999642e-02
   -9.61771393e-02   1.22950006e-01   2.29484094e-01   1.78378060e-02
   -2.89490102e-01  -1.09206841e-01]
 [ -2.27770029e-01  -8.57577679e-02  -9.61921802e-02  -3.49698537e-01
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   -2.11303227e-01   3.01815342e-02]
 [  7.00465089e-03  -4.90490159e-01  -1.29469111e-01  -1.67456034e-01
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   -1.68950655e-01  -2.26013214e-01]
 [ -1.07739730e-02  -4.71097841e-01  -2.05997941e-01  -2.17391646e-01
   -7.15195100e-01   2.40682047e-02   3.65320694e-01  -1.73492790e-01
   -1.89964263e-03  -3.46101161e-01]
 [ -6.94814716e-02  -7.02422364e-02   2.84250799e-01   8.20840501e-02
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   -4.98349188e-02   1.31464059e-02]
 [ -2.92659170e-01  -4.23746931e-02   3.37665127e-02   4.92562132e-02
    1.78079146e-01  -2.08307201e-01  -1.37627949e-02   2.36903336e-01
   -2.65049263e-02   1.32858616e-01]
 [  1.81559191e-01  -6.32090851e-02  -2.16163945e-01   1.12100693e-04
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    4.83657623e-02  -1.25884740e-01]
 [  2.64068996e-01  -2.27211673e-01   8.54701392e-02   6.21256329e-02
    1.08674582e-01  -7.52953991e-02   1.61219217e-03  -1.31553065e-01
    1.70524281e-01  -9.53822034e-02]
 [ -8.32533907e-02  -1.06699694e-01   1.28300811e-01   1.31010560e-01
    2.86608981e-02  -1.25878803e-01   1.81461674e-01  -7.87591857e-02
    1.88623236e-01   2.55600646e-02]
 [ -1.47889064e-01  -3.31041339e-01   1.37539839e-01  -5.34746447e-01
   -7.61736105e-01   1.96877744e-01   2.87693114e-01  -1.39609538e-01
   -1.32369763e-01   6.22803305e-02]]
[[ 0.60588855]
 [ 2.01177565]
 [ 0.21479454]
 [ 0.9646064 ]
 [-3.06064261]
 [-0.38302259]
 [-1.95499533]
 [ 0.04377949]
 [ 0.64864229]
 [ 0.82617741]]
Progress: 86.0% ... Training loss: 0.225 ... Validation loss: 0.407[[  2.36520408e-01   6.96841240e-01  -7.57993278e-02   1.72573002e-01
   -6.07005182e-02  -1.01412034e-01  -9.79895501e-02   1.19926619e-01
    2.21616650e-02   3.40907273e-01]
 [  7.06691682e-03   9.16985931e-02  -2.17067548e-02   4.16813691e-02
    4.23679687e-02  -4.60440388e-03   3.56884575e-01   3.97950860e-02
    1.44768099e-01  -2.92821631e-02]
 [  2.17749002e-01   4.73415220e-01   1.20838416e-03  -9.28555696e-02
    9.01069927e-01  -2.24877900e-02  -1.20615033e+00  -4.65671383e-02
    6.84932556e-02   3.17860794e-01]
 [ -8.89225270e-03  -5.08187967e-01  -2.08116339e-01   2.09599586e-01
   -3.08438910e-01   1.80954360e-01   4.01888888e-01   5.72746107e-02
    7.71266566e-02   2.80289549e-01]
 [ -6.49575578e-02  -1.82789511e-02  -1.42533791e-01   4.49648073e-02
   -1.49726827e-01  -1.89479935e-01   1.73003907e-01  -1.13284502e-01
   -1.94453869e-01  -9.64053507e-02]
 [ -3.84003380e-01  -6.90620601e-01  -3.01600482e-01   1.43889477e-01
   -4.43844293e-01   2.78988774e-02   4.02167411e-01  -4.25564780e-02
   -3.69110922e-02  -4.69420312e-02]
 [ -3.12768676e-02  -4.73154168e-01   7.90729764e-04   3.54378719e-02
   -2.80471074e-01  -6.30674090e-02   1.91119590e-01  -1.97687307e-01
    1.78041399e-01   3.49562095e-02]
 [  7.91531809e-02  -5.73080934e-01   1.49171514e-02  -1.32528258e-01
   -3.76808269e-01  -3.24511155e-02   1.61819847e-01   1.08094499e-01
    4.48437996e-02  -5.07916518e-02]
 [ -1.72996625e-01  -2.44151652e-01  -2.98206957e-01  -1.70230746e-02
   -2.72692611e-01   5.98899057e-02  -1.42735473e-02  -3.14752082e-02
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 [ -8.40418499e-02  -1.08795124e-01   1.28024567e-01   1.29855285e-01
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 [ -1.48927720e-01  -3.33177935e-01   1.37179340e-01  -5.36413225e-01
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[[ 0.5912576 ]
 [ 2.00168734]
 [ 0.20091726]
 [ 0.94943272]
 [-3.06879901]
 [-0.39709012]
 [-1.97199156]
 [ 0.0301433 ]
 [ 0.63218803]
 [ 0.80944461]]
Progress: 86.1% ... Training loss: 0.232 ... Validation loss: 0.408[[  2.38239405e-01   7.02680989e-01  -7.51509686e-02   1.75573945e-01
   -6.86128812e-02  -1.02481471e-01  -1.03010935e-01   1.20018451e-01
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 [  7.43134699e-03   9.30165033e-02  -2.15795719e-02   4.22826617e-02
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    1.45155264e-01  -2.87357872e-02]
 [  2.19694495e-01   4.80863532e-01   1.81987685e-03  -8.97929544e-02
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    7.05615316e-02   3.20653200e-01]
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 [ -6.51634185e-02  -1.78733832e-02  -1.42608161e-01   4.46461118e-02
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   -3.60509984e-02  -4.59134241e-02]
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   -1.88252711e-01  -2.29148897e-01]
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   -2.81782482e-02  -5.47230476e-02]
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   -1.68228977e-01  -3.69597542e-01]
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 [  7.75610153e-03   1.75634113e-01   8.89383380e-02  -2.89678984e-02
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   -9.70571355e-03   1.87732050e-01]
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 [  1.99633628e-01   2.98455421e-01   2.33233479e-01   1.03378095e-01
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   -4.92505180e-02   1.39386254e-02]
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 [  1.81656496e-01  -6.27569694e-02  -2.16090766e-01   4.54527390e-04
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 [  2.63458051e-01  -2.29553613e-01   8.52431430e-02   6.11970826e-02
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 [ -8.25747343e-02  -1.04836911e-01   1.28525863e-01   1.32193285e-01
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    1.89365885e-01   2.63933606e-02]
 [ -1.47760213e-01  -3.30330976e-01   1.37593517e-01  -5.34623978e-01
   -7.64541767e-01   1.96688122e-01   2.87144209e-01  -1.39621296e-01
   -1.32195248e-01   6.24894288e-02]]
[[ 0.60579185]
 [ 2.01343047]
 [ 0.21642657]
 [ 0.9625529 ]
 [-3.0572591 ]
 [-0.38546611]
 [-1.95897176]
 [ 0.04206528]
 [ 0.64698759]
 [ 0.82459864]]
Progress: 86.2% ... Training loss: 0.225 ... Validation loss: 0.404[[  2.37071207e-01   7.00124457e-01  -7.55817293e-02   1.73594398e-01
   -6.58703415e-02  -1.01627655e-01  -9.92249715e-02   1.19931795e-01
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 [  7.27597770e-03   9.24945788e-02  -2.16346864e-02   4.20459737e-02
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    1.44990078e-01  -2.89291847e-02]
 [  2.20594094e-01   4.81457520e-01   2.08851973e-03  -8.82981770e-02
    8.85681151e-01  -2.42794122e-02  -1.21316558e+00  -4.64207702e-02
    7.14787552e-02   3.21863885e-01]
 [ -1.20715360e-02  -5.19765905e-01  -2.09268788e-01   2.04979763e-01
   -3.01496499e-01   1.83058354e-01   4.09060270e-01   5.70768815e-02
    7.35547947e-02   2.75626610e-01]
 [ -6.55191211e-02  -1.85354406e-02  -1.42673340e-01   4.38952973e-02
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   -1.95080720e-01  -9.69980947e-02]
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   -3.66261619e-02  -4.66462926e-02]
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   -1.87952990e-01  -2.28769495e-01]
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   -1.64940797e-01  -2.17207485e-01  -1.70423899e-01  -1.97618032e-01
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   -2.93162118e-01  -1.18781794e-01]
 [  8.44608178e-02  -2.68947454e-01  -2.87568048e-02   8.83174004e-02
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 [  2.89751298e-02  -1.72253332e-01  -2.14254887e-01   1.24399780e-01
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   -9.63590066e-02  -1.03505720e-02]
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   -2.77439553e-02  -5.42066531e-02]
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   -1.68364846e-01  -3.69764446e-01]
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 [  1.43005105e-02  -6.27812722e-01  -4.47033592e-02  -1.04849509e-01
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 [  3.71816233e-01   4.06071149e-01  -7.40889569e-02   2.92329965e-01
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   -5.28080186e-02  -1.87306832e-02]
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   -5.58529516e-02   2.08222698e-02]
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   -9.57569848e-02   1.23093092e-01   2.30137199e-01   1.78166248e-02
   -2.89745974e-01  -1.09499635e-01]
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   -2.11975099e-01   2.94113395e-02]
 [  7.32672715e-03  -4.90602314e-01  -1.29346250e-01  -1.66857933e-01
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   -1.68580968e-01  -2.25641544e-01]
 [ -1.15117251e-02  -4.72741546e-01  -2.06250088e-01  -2.18770000e-01
   -7.18661314e-01   2.46550928e-02   3.66828170e-01  -1.73549992e-01
   -2.61787254e-03  -3.47016656e-01]
 [ -6.92468223e-02  -7.02600024e-02   2.84299405e-01   8.23453870e-02
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   -4.95111077e-02   1.36152075e-02]
 [ -2.92634963e-01  -4.30560612e-02   3.37960068e-02   4.94084443e-02
    1.79604033e-01  -2.08405859e-01  -1.38919843e-02   2.36899963e-01
   -2.63877345e-02   1.33098927e-01]
 [  1.81252462e-01  -6.48240143e-02  -2.16262189e-01  -2.87227793e-04
    1.27475772e-01  -3.28653824e-01   3.19035428e-02  -1.62592400e-01
    4.79415090e-02  -1.26380229e-01]
 [  2.63821902e-01  -2.29038810e-01   8.53696260e-02   6.16841293e-02
    1.11127414e-01  -7.50842882e-02   2.81844845e-03  -1.31565864e-01
    1.70231034e-01  -9.57454380e-02]
 [ -8.21262903e-02  -1.04090663e-01   1.28681135e-01   1.32915014e-01
    2.33456589e-02  -1.26500254e-01   1.77634567e-01  -7.87142566e-02
    1.89757850e-01   2.69482539e-02]
 [ -1.48499492e-01  -3.31907675e-01   1.37310679e-01  -5.35722875e-01
   -7.63847155e-01   1.97177677e-01   2.89532922e-01  -1.39672066e-01
   -1.32978128e-01   6.14975228e-02]]
[[ 0.60463359]
 [ 2.01542428]
 [ 0.21561575]
 [ 0.96149536]
 [-3.05808706]
 [-0.38709321]
 [-1.96323211]
 [ 0.04145524]
 [ 0.6471954 ]
 [ 0.82350157]]
Progress: 86.2% ... Training loss: 0.225 ... Validation loss: 0.403[[  2.37514429e-01   7.02810719e-01  -7.53898483e-02   1.74122329e-01
   -6.73243960e-02  -1.01957108e-01  -1.00795228e-01   1.19956605e-01
    2.31784439e-02   3.42229193e-01]
 [  7.30255059e-03   9.25836701e-02  -2.16248331e-02   4.20880686e-02
    4.11292587e-02  -4.78985257e-03   3.56489517e-01   3.98052304e-02
    1.45015705e-01  -2.88982587e-02]
 [  2.20767174e-01   4.81061331e-01   2.13828401e-03  -8.77511101e-02
    8.86321281e-01  -2.44723249e-02  -1.21503694e+00  -4.64080300e-02
    7.16431710e-02   3.21793955e-01]
 [ -1.04906812e-02  -5.12491150e-01  -2.08559482e-01   2.07969999e-01
   -3.09740445e-01   1.82025054e-01   4.04891675e-01   5.72128415e-02
    7.53021948e-02   2.77838467e-01]
 [ -6.73062697e-02  -2.26206862e-02  -1.43182626e-01   4.14202922e-02
   -1.43762038e-01  -1.88135578e-01   1.77656768e-01  -1.13428919e-01
   -1.96570049e-01  -9.90700042e-02]
 [ -3.83838466e-01  -6.90149195e-01  -3.01589694e-01   1.43882351e-01
   -4.44300743e-01   2.78012709e-02   4.01816403e-01  -4.25660510e-02
   -3.69460641e-02  -4.69156725e-02]
 [ -2.86719733e-02  -4.66351428e-01   1.67945064e-03   3.92081212e-02
   -2.96653646e-01  -6.48177919e-02   1.82977338e-01  -1.97568643e-01
    1.80887510e-01   3.85144697e-02]
 [  7.89982048e-02  -5.74575596e-01   1.48629552e-02  -1.32190406e-01
   -3.77298202e-01  -3.24236437e-02   1.61842279e-01   1.08069040e-01
    4.46993247e-02  -5.09354046e-02]
 [ -1.71619858e-01  -2.39780237e-01  -2.97680124e-01  -1.47662233e-02
   -2.77956564e-01   5.90378165e-02  -1.86203528e-02  -3.13696340e-02
    2.92702038e-01  -1.22793623e-01]
 [  1.51636304e-02  -6.20935359e-01   5.60474035e-02  -1.46921027e-01
   -6.12368926e-01  -1.01428357e-01   1.94031605e-01  -1.26212210e-01
   -3.43994264e-02   1.59058417e-02]
 [ -6.37220838e-02  -3.02598312e-01   1.41151436e-02  -1.07851512e-01
   -4.15651886e-01  -1.23561225e-02   2.76289985e-01  -1.02607295e-01
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 [ -1.57926883e-01  -4.45377454e-01  -7.81750586e-02   1.46482939e-02
   -1.09625485e-01   1.13593158e-01   3.36900484e-01  -2.00387231e-02
   -1.88275530e-01  -2.29174688e-01]
 [ -1.61803433e-01  -1.32991203e-03   5.99090085e-02   1.50245086e-02
   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
 [ -2.91721901e-01  -3.43143176e-01   9.20519447e-02   2.02279560e-01
   -1.94982651e-01  -6.09863821e-02   1.16015744e-01  -2.63321631e-01
   -2.93490780e-01  -1.19182384e-01]
 [  8.48651465e-02  -2.67872318e-01  -2.86074027e-02   8.88984515e-02
   -7.76229192e-02  -8.59521178e-02   3.21765298e-01  -2.60423999e-04
    7.26115692e-03  -2.47944878e-02]
 [  2.82279488e-02  -1.74870837e-01  -2.14536921e-01   1.23112332e-01
   -5.74098323e-02   7.93073701e-02   1.30837733e-03  -2.13164243e-02
   -9.71877894e-02  -1.14377522e-02]
 [ -1.25045818e-01  -1.32081538e-01  -2.02345027e-01   1.47407459e-01
   -6.49944515e-02   1.34520458e-01  -2.91185458e-02  -2.52388944e-01
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 [ -5.93695021e-02  -1.48354550e-01   2.78607069e-01   1.08736061e-01
   -1.87996747e-02  -6.76601695e-02  -5.71045978e-02   1.20126589e-01
    9.19716216e-02   7.53230052e-02]
 [  6.70012338e-02  -8.02254041e-02   8.56564515e-02   7.38661344e-02
   -1.20247223e-01  -1.37845144e-02   1.25991262e-01   1.17908852e-01
   -2.77573793e-02  -5.41528033e-02]
 [  5.91659198e-03  -2.61294072e-01  -2.99283085e-01  -7.11234955e-02
   -1.23541024e-01  -8.94944433e-02  -5.41478957e-03   1.59462591e-01
    9.38554809e-02  -5.21087743e-02]
 [  5.98969462e-02  -8.87209841e-02  -1.09431209e-01   7.11384068e-02
   -3.73022677e-01   3.10781513e-01   3.21435948e-01   2.04135222e-01
   -1.40083519e-01  -3.67544601e-02]
 [  1.76316237e-02   2.27036743e-02   1.28257145e-01   1.36479641e-01
   -4.20741588e-02   9.82115024e-02  -1.34615081e-02  -4.15072596e-02
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 [  1.05609991e-01   6.80933118e-02  -4.51113511e-02  -1.11880929e-01
   -1.75210215e-01  -3.27057455e-01   1.45206973e-01   6.84582575e-03
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 [ -1.18322231e-01  -1.55361022e-01  -2.03963107e-02   3.26377120e-03
   -1.49229120e-01  -2.01383151e-01   2.22295451e-02  -2.19725237e-02
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 [ -1.59875439e-01  -1.35919109e-01  -2.03483152e-01  -2.14682476e-02
   -4.01895477e-01  -1.69311156e-03   7.52487907e-02  -2.64017262e-02
   -1.17092528e-02   3.49242719e-02]
 [ -1.86255912e-02  -2.26537035e-01  -7.15662046e-02  -1.08860071e-01
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   -1.68358213e-01  -3.69764213e-01]
 [ -1.29796572e-02  -5.62473365e-01  -3.15326467e-02  -7.09030374e-02
    6.55201139e-01   9.79168983e-02   6.41421752e-01   9.11173769e-02
    3.29316277e-02  -3.90746508e-01]
 [  1.43324550e-02  -6.27877584e-01  -4.46920750e-02  -1.04770948e-01
    6.81716222e-01   2.06388311e-02   6.20885476e-01   4.82893934e-02
   -3.63902757e-01  -2.16867596e-01]
 [ -1.78933371e-01  -7.24778264e-01  -1.29040203e-02  -2.09590208e-01
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   -7.22741476e-02   9.10325773e-02]
 [ -3.06155285e-01  -5.65051219e-01   5.41403068e-02  -4.64184507e-02
    9.03832163e-01   1.40171631e-01   5.40821000e-01   4.69233485e-02
   -8.78111344e-02  -1.29384108e-01]
 [ -2.23604250e-01  -4.27147286e-01   2.46395379e-01  -2.58199986e-01
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   -2.71153558e-01  -3.70373161e-02]
 [ -1.60434158e-01  -3.05541376e-01  -1.91491870e-01  -1.38510108e-01
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   -4.03156046e-02  -1.51463008e-01]
 [  5.78450058e-02   2.56463894e-01   1.45233938e-01  -1.58358979e-01
   -1.99232358e-01   7.71496669e-02  -1.14538647e-01   2.76046847e-01
    1.49336008e-02   1.18234928e-01]
 [  3.72920957e-01   4.09175705e-01  -7.36997065e-02   2.93772584e-01
   -9.32689342e-01  -2.86705889e-01  -5.22088618e-01   1.78021573e-01
    4.09572316e-01   8.74379750e-03]
 [  6.98941935e-02   9.89391150e-02   2.63180894e-01   2.69892874e-01
   -9.50790929e-04  -2.10275532e-01  -1.87114603e-01  -1.31571996e-01
   -1.13334321e-01  -2.63784726e-01]
 [  2.38549490e-02  -1.47678369e-01  -1.22158233e-01  -6.40377179e-02
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    2.88263343e-02   2.04036708e-01]
 [  2.39737599e-02  -3.23087494e-02  -6.25352344e-02  -3.18113864e-02
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    5.38890077e-02   2.33890222e-02]
 [  5.11605661e-02   1.67680544e-01   2.49866963e-01   9.68480366e-02
   -1.81750589e-01  -1.54076181e-01  -1.59206810e-02   4.01795561e-02
   -1.69688036e-01   1.31784863e-01]
 [  1.02994782e-01   1.29706156e-01   1.15298077e-01   3.34266595e-02
   -1.98977093e-01   4.74535137e-02  -7.90895523e-02  -2.70530999e-01
    8.83432161e-03  -5.65112679e-02]
 [  8.41982881e-03   1.77672487e-01   8.91408583e-02  -2.80535983e-02
   -3.61324814e-02   1.66509229e-01  -3.13938585e-02   1.18293454e-01
   -9.09101964e-03   1.88521330e-01]
 [  2.33985217e-01   1.15875446e-01   2.99360660e-02   7.54532055e-02
    2.25435785e-02  -3.34803050e-02  -2.83940488e-01   1.47828296e-01
   -5.14156281e-02  -1.69782513e-02]
 [  6.04741253e-02   1.15812281e-01   2.19485352e-02   5.92573423e-02
   -4.96089973e-01  -1.32882815e-01  -2.90757128e-01   4.15234603e-02
    1.30672788e-01   2.10299009e-01]
 [  5.92087967e-02   4.61966858e-01   1.29607589e-01   4.57591639e-01
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 [  1.51409698e-01   4.43039394e-01   6.29095074e-02   4.10970638e-01
   -1.42219959e+00  -6.40994461e-02  -3.36634618e-01   1.48939750e-01
    2.01455328e-01   4.37798587e-01]
 [  1.98850491e-01   2.96556318e-01   2.32937493e-01   1.02100986e-01
   -7.26176265e-01   1.01807897e-01  -1.43899304e-01   1.57969400e-01
    2.04168755e-01   3.44469973e-02]
 [ -9.65782620e-02   2.28606760e-01   2.32332030e-01  -1.53054877e-02
   -1.56150304e-01   1.43730108e-01  -6.69921795e-02  -1.76495973e-02
   -5.63414777e-02   2.02268922e-02]
 [ -1.14990433e-01  -2.00964228e-03   1.84376206e-02   7.07554069e-02
   -9.49717119e-02   1.23337837e-01   2.30755176e-01   1.77911375e-02
   -2.90140055e-01  -1.09984513e-01]
 [ -2.27793740e-01  -8.60682398e-02  -9.61860740e-02  -3.49723194e-01
    1.85833634e-01   1.19455671e-01   1.32530200e-01   1.02247587e-01
   -2.11298155e-01   3.02499658e-02]
 [  7.36646484e-03  -4.90449023e-01  -1.29329270e-01  -1.66775834e-01
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   -1.68526809e-01  -2.25572242e-01]
 [ -1.22679481e-02  -4.74188502e-01  -2.06529168e-01  -2.20071471e-01
   -7.19573771e-01   2.51667861e-02   3.67559819e-01  -1.73610721e-01
   -3.43191955e-03  -3.48088436e-01]
 [ -6.82703830e-02  -6.77419867e-02   2.84645348e-01   8.36619984e-02
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   -4.85136341e-02   1.49460062e-02]
 [ -2.92509200e-01  -4.27412323e-02   3.38286692e-02   4.95841923e-02
    1.78750177e-01  -2.08494604e-01  -1.44389168e-02   2.36905688e-01
   -2.62947329e-02   1.33194920e-01]
 [  1.81339564e-01  -6.36035131e-02  -2.16214638e-01   4.43741075e-06
    1.27263117e-01  -3.28747570e-01   3.12200170e-02  -1.62579747e-01
    4.79757139e-02  -1.26445265e-01]
 [  2.63875196e-01  -2.28956224e-01   8.53889315e-02   6.18024266e-02
    1.10815124e-01  -7.51460926e-02   2.18431751e-03  -1.31560694e-01
    1.70284866e-01  -9.56669311e-02]
 [ -8.20174695e-02  -1.04193969e-01   1.28710100e-01   1.32923760e-01
    2.30099957e-02  -1.26577690e-01   1.76543975e-01  -7.87092651e-02
    1.89737715e-01   2.69832617e-02]
 [ -1.48697244e-01  -3.31982439e-01   1.37244612e-01  -5.35943449e-01
   -7.64861643e-01   1.97320735e-01   2.90184739e-01  -1.39691705e-01
   -1.33199903e-01   6.13095793e-02]]
[[ 0.60664568]
 [ 2.01669958]
 [ 0.21591895]
 [ 0.96471146]
 [-3.05978456]
 [-0.38557371]
 [-1.96401321]
 [ 0.04217704]
 [ 0.65056937]
 [ 0.82604068]]
Progress: 86.2% ... Training loss: 0.225 ... Validation loss: 0.404[[  2.37737842e-01   7.03969235e-01  -7.52507410e-02   1.74587435e-01
   -6.81961159e-02  -1.02220208e-01  -1.01356047e-01   1.19985277e-01
    2.35061951e-02   3.42689996e-01]
 [  8.75659572e-03   9.63761623e-02  -2.11006663e-02   4.44276290e-02
    3.37749883e-02  -5.73274081e-03   3.52286931e-01   3.99051195e-02
    1.46547358e-01  -2.69128183e-02]
 [  2.20820421e-01   4.81244474e-01   2.22606474e-03  -8.71764473e-02
    8.80381168e-01  -2.45984067e-02  -1.21772301e+00  -4.63984250e-02
    7.18589481e-02   3.22193849e-01]
 [ -8.81440032e-03  -5.07831839e-01  -2.08090174e-01   2.10080459e-01
   -3.17108061e-01   1.81093898e-01   4.01713535e-01   5.73105698e-02
    7.69362591e-02   2.79923470e-01]
 [ -6.60619903e-02  -1.86521552e-02  -1.42674162e-01   4.35598048e-02
   -1.51981094e-01  -1.89112821e-01   1.75457472e-01  -1.13325720e-01
   -1.95104423e-01  -9.72432376e-02]
 [ -3.84099981e-01  -6.91177263e-01  -3.01662966e-01   1.43496938e-01
   -4.42974960e-01   2.79023759e-02   4.02648250e-01  -4.25790446e-02
   -3.72247819e-02  -4.72495690e-02]
 [ -2.82869420e-02  -4.65222476e-01   1.83328831e-03   3.98074297e-02
   -2.97817001e-01  -6.51017489e-02   1.82008271e-01  -1.97538533e-01
    1.81317472e-01   3.90490936e-02]
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[[ 0.6126285 ]
 [ 2.01881849]
 [ 0.22068666]
 [ 0.97172585]
 [-3.05442589]
 [-0.37984433]
 [-1.95556188]
 [ 0.04762403]
 [ 0.65695018]
 [ 0.83159969]]
Progress: 86.3% ... Training loss: 0.227 ... Validation loss: 0.407[[  2.33724321e-01   6.92248133e-01  -7.67471462e-02   1.68083908e-01
   -5.22710093e-02  -9.96608578e-02  -8.96949747e-02   1.19669361e-01
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 [  8.65638488e-03   9.61188247e-02  -2.11399656e-02   4.42629046e-02
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 [  2.19310116e-01   4.73968701e-01   1.62208018e-03  -8.94086969e-02
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    7.02019730e-02   3.20359474e-01]
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 [ -6.51757954e-02  -1.63432291e-02  -1.42248692e-01   4.50495142e-02
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   -3.77265351e-02  -4.78308200e-02]
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   -1.89064737e-01  -2.30201294e-01]
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   -9.80474612e-02  -1.24594812e-02]
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   -2.81637222e-02  -5.46004801e-02]
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 [  1.81356451e-01  -6.42883581e-02  -2.16183436e-01   1.83215461e-04
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 [ -8.24266485e-02  -1.05550932e-01   1.28580241e-01   1.32281892e-01
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 [ -1.50205436e-01  -3.36093555e-01   1.36710178e-01  -5.38261819e-01
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   -1.34901189e-01   5.93711928e-02]]
[[ 0.59523356]
 [ 2.00744688]
 [ 0.20482777]
 [ 0.95659409]
 [-3.06410991]
 [-0.39561128]
 [-1.97222366]
 [ 0.03071032]
 [ 0.63953963]
 [ 0.81249546]]
Progress: 86.3% ... Training loss: 0.229 ... Validation loss: 0.406[[  2.35210789e-01   6.99449088e-01  -7.61899859e-02   1.70682964e-01
   -5.72798669e-02  -1.00727436e-01  -9.58870570e-02   1.19759123e-01
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 [  9.01014832e-03   9.73256904e-02  -2.10218746e-02   4.48119411e-02
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 [  2.20390418e-01   4.79003506e-01   1.92567044e-03  -8.74623604e-02
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    7.13824864e-02   3.21928141e-01]
 [ -8.27567395e-03  -5.03616534e-01  -2.07767797e-01   2.11218348e-01
   -3.22927577e-01   1.80869820e-01   3.97483227e-01   5.73039643e-02
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 [ -6.63476324e-02  -1.90785737e-02  -1.42565166e-01   4.32539399e-02
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   -3.77030712e-02  -4.77750863e-02]
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   -1.89082019e-01  -2.30221514e-01]
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   -9.85473405e-02  -1.30889164e-02]
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   -1.67936149e-01  -3.69232461e-01]
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   -7.26414866e-01   1.02012326e-01  -1.43693833e-01   1.57942661e-01
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   -1.68023668e-01  -2.24949733e-01]
 [ -1.32324429e-02  -4.76509630e-01  -2.06834156e-01  -2.21521334e-01
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   -4.39352999e-03  -3.49176290e-01]
 [ -6.61890301e-02  -6.34237191e-02   2.85374865e-01   8.69972393e-02
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   -4.64078766e-02   1.77627023e-02]
 [ -2.93824042e-01  -4.80581575e-02   3.33778873e-02   4.75293095e-02
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   -2.76784441e-02   1.31633544e-01]
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 [  2.64755621e-01  -2.25289599e-01   8.57770819e-02   6.34960388e-02
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    1.71403355e-01  -9.42561413e-02]
 [ -8.14857003e-02  -1.03484373e-01   1.28909135e-01   1.33763909e-01
    2.41789337e-02  -1.26961742e-01   1.75723013e-01  -7.86876424e-02
    1.90416457e-01   2.77171902e-02]
 [ -1.50578249e-01  -3.37404051e-01   1.36552150e-01  -5.38653976e-01
   -7.61803758e-01   1.98484773e-01   2.92751584e-01  -1.39827742e-01
   -1.35272524e-01   5.89009874e-02]]
[[ 0.60831971]
 [ 2.01575738]
 [ 0.21573674]
 [ 0.96924046]
 [-3.06001721]
 [-0.38519334]
 [-1.96133823]
 [ 0.04146112]
 [ 0.65410045]
 [ 0.82521461]]
Progress: 86.4% ... Training loss: 0.225 ... Validation loss: 0.404[[  2.35088271e-01   6.99898218e-01  -7.62424303e-02   1.70464546e-01
   -5.86276185e-02  -1.00624357e-01  -9.61754419e-02   1.19748880e-01
    2.04149794e-02   3.39361894e-01]
 [  8.33693454e-03   9.55107708e-02  -2.12557620e-02   4.37877989e-02
    3.46494292e-02  -5.51957684e-03   3.52774795e-01   3.98700191e-02
    1.46094669e-01  -2.73358353e-02]
 [  2.20073608e-01   4.78057992e-01   1.74676403e-03  -8.83777214e-02
    8.86448594e-01  -2.40412815e-02  -1.21714891e+00  -4.64787266e-02
    7.08649756e-02   3.21184778e-01]
 [ -8.59075430e-03  -5.04456447e-01  -2.07793414e-01   2.10965347e-01
   -3.24868984e-01   1.80955330e-01   3.99007848e-01   5.72945427e-02
    7.76914439e-02   2.80601633e-01]
 [ -6.82702690e-02  -2.43704104e-02  -1.43240265e-01   4.00983685e-02
   -1.46505446e-01  -1.87619632e-01   1.76277723e-01  -1.13438648e-01
   -1.97710006e-01  -1.00129937e-01]
 [ -3.84985138e-01  -6.93932340e-01  -3.01908172e-01   1.42124768e-01
   -4.40894311e-01   2.83612348e-02   4.04836247e-01  -4.26381639e-02
   -3.81635387e-02  -4.83309849e-02]
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   -3.87675519e-01  -3.31596258e-02   1.57699552e-01   1.08111357e-01
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 [ -1.70947656e-01  -2.38148445e-01  -2.97423357e-01  -1.35249707e-02
   -2.80807533e-01   5.85552222e-02  -2.05061170e-02  -3.13502099e-02
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 [  1.44991680e-02  -6.24062697e-01   5.58710792e-02  -1.47305432e-01
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   -3.49882532e-02   1.58151689e-02]
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   -1.11621869e-01   1.14248170e-01   3.40463690e-01  -2.01278509e-02
   -1.89414311e-01  -2.30668896e-01]
 [ -1.61803433e-01  -1.32991203e-03   5.99090085e-02   1.50245086e-02
   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
 [ -2.91461875e-01  -3.43148822e-01   9.22154369e-02   2.02869014e-01
   -1.95105970e-01  -6.12573229e-02   1.16428451e-01  -2.63294819e-01
   -2.93093926e-01  -1.18751200e-01]
 [  8.44047072e-02  -2.68925066e-01  -2.87535737e-02   8.81369651e-02
   -7.65466501e-02  -8.56718125e-02   3.21779346e-01  -2.96807573e-04
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 [  2.67531836e-02  -1.79089612e-01  -2.15027971e-01   1.20790718e-01
   -5.26933635e-02   8.01465356e-02   5.53931221e-03  -2.14098839e-02
   -9.87596208e-02  -1.33463514e-02]
 [ -1.25309410e-01  -1.31621956e-01  -2.02385422e-01   1.47073185e-01
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 [ -5.96313021e-02  -1.49608001e-01   2.78463797e-01   1.08322502e-01
   -1.95448375e-02  -6.75659598e-02  -5.57376377e-02   1.20088654e-01
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 [  6.69287234e-02  -8.18135482e-02   8.55994876e-02   7.37810231e-02
   -1.21804806e-01  -1.36987278e-02   1.26086333e-01   1.17890079e-01
   -2.79255416e-02  -5.42289187e-02]
 [  7.18286551e-03  -2.58808111e-01  -2.98804501e-01  -6.87723866e-02
   -1.30891065e-01  -9.03656960e-02  -1.06397068e-02   1.59555111e-01
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 [  5.91777564e-02  -9.12436732e-02  -1.09658301e-01   7.02070886e-02
   -3.72715594e-01   3.11164568e-01   3.23584957e-01   2.04071347e-01
   -1.40862199e-01  -3.75302204e-02]
 [  1.87752606e-02   2.72943871e-02   1.28675108e-01   1.38510719e-01
   -4.53214671e-02   9.74365570e-02  -1.68484514e-02  -4.14458391e-02
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 [  1.05190628e-01   6.72203520e-02  -4.52850342e-02  -1.12612921e-01
   -1.74914415e-01  -3.26744998e-01   1.46322948e-01   6.81038137e-03
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   -1.50679601e-01  -2.01699060e-01   2.13263968e-02  -2.19330328e-02
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   -4.03031780e-01  -1.78446883e-03   7.53212922e-02  -2.64093871e-02
   -1.16893855e-02   3.50774332e-02]
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   -1.67753257e-01  -3.69002393e-01]
 [ -1.26132131e-02  -5.62496824e-01  -3.14162043e-02  -7.03727353e-02
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 [  1.40314597e-02  -6.29029538e-01  -4.48003171e-02  -1.05306944e-01
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   -3.64257190e-01  -2.17321939e-01]
 [ -1.78811197e-01  -7.25264042e-01  -1.28554306e-02  -2.09344235e-01
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   -7.20750619e-02   9.13025221e-02]
 [ -3.06099331e-01  -5.65463694e-01   5.41680020e-02  -4.62185949e-02
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   -8.76216663e-02  -1.29184510e-01]
 [ -2.23537257e-01  -4.27467735e-01   2.46430536e-01  -2.57950374e-01
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   -2.71027754e-01  -3.68425424e-02]
 [ -1.60471547e-01  -3.05269768e-01  -1.91515685e-01  -1.38490903e-01
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   -4.03885323e-02  -1.51525174e-01]
 [  5.63186874e-02   2.52085335e-01   1.44662143e-01  -1.60460360e-01
   -1.96241222e-01   7.81310687e-02  -1.10072839e-01   2.75928685e-01
    1.32403839e-02   1.16266334e-01]
 [  3.73590403e-01   4.12814793e-01  -7.34033251e-02   2.94918503e-01
   -9.36582029e-01  -2.87231492e-01  -5.24059939e-01   1.78055970e-01
    4.10262839e-01   1.00332802e-02]
 [  7.08670089e-02   1.00919470e-01   2.63541352e-01   2.71369921e-01
   -3.58306408e-03  -2.10892147e-01  -1.89392306e-01  -1.31505836e-01
   -1.12268826e-01  -2.62535880e-01]
 [  2.54402134e-02  -1.44943782e-01  -1.21626341e-01  -6.16757365e-02
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 [  2.37444066e-02  -3.31269211e-02  -6.26341374e-02  -3.22605910e-02
    2.15148102e-02  -1.94634737e-01  -7.89636783e-03   1.08766802e-02
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 [  5.10614352e-02   1.67704099e-01   2.49795295e-01   9.65655542e-02
   -1.80831991e-01  -1.54081980e-01  -1.55650280e-02   4.01699161e-02
   -1.69730825e-01   1.31660627e-01]
 [  1.02086282e-01   1.26672318e-01   1.14974273e-01   3.19091063e-02
   -1.94190851e-01   4.79929666e-02  -7.66947117e-02  -2.70588757e-01
    7.78470443e-03  -5.78629735e-02]
 [  6.78985899e-03   1.72630971e-01   8.85521514e-02  -3.08278806e-02
   -2.93029545e-02   1.67612768e-01  -2.79639331e-02   1.18175640e-01
   -1.09950610e-02   1.86157251e-01]
 [  2.34120537e-01   1.16439370e-01   2.99956603e-02   7.54842030e-02
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   -5.12066037e-02  -1.66879458e-02]
 [  6.03096156e-02   1.15671698e-01   2.19015181e-02   5.90549799e-02
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 [  5.82953173e-02   4.59453384e-01   1.29316950e-01   4.56608769e-01
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   -1.42934017e+00  -6.48800159e-02  -3.39939338e-01   1.49033725e-01
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 [  1.98151640e-01   2.95007046e-01   2.32721010e-01   1.01165939e-01
   -7.25177424e-01   1.02217233e-01  -1.42766781e-01   1.57922130e-01
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 [ -9.70602978e-02   2.27794980e-01   2.32152048e-01  -1.60272075e-02
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   -5.68736831e-02   1.96097699e-02]
 [ -1.14405213e-01  -2.26798265e-04   1.86414962e-02   7.16475199e-02
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   -2.89512031e-01  -1.09155419e-01]
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   -2.11650425e-01   2.98425630e-02]
 [  7.98747415e-03  -4.89496056e-01  -1.29103250e-01  -1.65734730e-01
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   -1.67834092e-01  -2.24718432e-01]
 [ -1.23753010e-02  -4.74083094e-01  -2.06524877e-01  -2.20194181e-01
   -7.25881685e-01   2.52331026e-02   3.68159854e-01  -1.73634739e-01
   -3.42249221e-03  -3.48064047e-01]
 [ -6.59576386e-02  -6.26026572e-02   2.85471360e-01   8.75878610e-02
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   -4.61235893e-02   1.80629249e-02]
 [ -2.93361163e-01  -4.72960141e-02   3.35626155e-02   4.83194135e-02
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   -2.71338924e-02   1.32355911e-01]
 [  1.81689086e-01  -6.20433701e-02  -2.16018779e-01   8.78871883e-04
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    4.84150142e-02  -1.25960430e-01]
 [  2.64018822e-01  -2.27361625e-01   8.54773741e-02   6.21686717e-02
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    1.70488157e-01  -9.53471514e-02]
 [ -8.16802741e-02  -1.04166331e-01   1.28847855e-01   1.33479893e-01
    2.50474789e-02  -1.26839502e-01   1.76557257e-01  -7.86999714e-02
    1.90254003e-01   2.75083663e-02]
 [ -1.51389132e-01  -3.39742376e-01   1.36253169e-01  -5.39987211e-01
   -7.61210591e-01   1.99021354e-01   2.95273622e-01  -1.39883151e-01
   -1.36173366e-01   5.78515179e-02]]
[[ 0.60791613]
 [ 2.01468011]
 [ 0.21582122]
 [ 0.96851039]
 [-3.06042455]
 [-0.38598907]
 [-1.96223682]
 [ 0.04153631]
 [ 0.65394516]
 [ 0.82482072]]
Progress: 86.5% ... Training loss: 0.225 ... Validation loss: 0.405[[  2.35412021e-01   7.03060362e-01  -7.60544465e-02   1.71240649e-01
   -6.17638813e-02  -1.00922928e-01  -9.78019004e-02   1.19766844e-01
    2.07368349e-02   3.39992280e-01]
 [  8.81603172e-03   9.71718818e-02  -2.10821043e-02   4.45882164e-02
    3.14771710e-02  -5.82145182e-03   3.51419372e-01   3.99025787e-02
    1.46611091e-01  -2.68723714e-02]
 [  2.21524421e-01   4.81455367e-01   2.32664993e-03  -8.60303583e-02
    8.83566783e-01  -2.51228832e-02  -1.21746882e+00  -4.63694417e-02
    7.25881900e-02   3.23239644e-01]
 [ -1.03633916e-02  -5.08381172e-01  -2.08395768e-01   2.08449423e-01
   -3.17948760e-01   1.82117608e-01   4.02757732e-01   5.71756488e-02
    7.57093662e-02   2.78498593e-01]
 [ -6.92030113e-02  -2.77809191e-02  -1.43606198e-01   3.81737221e-02
   -1.43051001e-01  -1.86879305e-01   1.78222950e-01  -1.13511035e-01
   -1.98776768e-01  -1.01833130e-01]
 [ -3.85460370e-01  -6.95217950e-01  -3.02074818e-01   1.41439690e-01
   -4.41528036e-01   2.86304093e-02   4.05288576e-01  -4.26738471e-02
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 [ -8.17191000e-02  -1.04182340e-01   1.28823977e-01   1.33389633e-01
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    1.90192243e-01   2.74267427e-02]
 [ -1.53108914e-01  -3.43580053e-01   1.35652832e-01  -5.42695377e-01
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[[ 0.61051209]
 [ 2.01905749]
 [ 0.21745209]
 [ 0.96904469]
 [-3.05879089]
 [-0.38622869]
 [-1.96509629]
 [ 0.04204468]
 [ 0.65623411]
 [ 0.82571567]]
Progress: 86.5% ... Training loss: 0.226 ... Validation loss: 0.405[[  2.34210081e-01   6.99145242e-01  -7.65831738e-02   1.68992119e-01
   -5.67195884e-02  -9.99726324e-02  -9.40379765e-02   1.19658975e-01
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 [  7.69879460e-03   9.37518657e-02  -2.14774774e-02   4.28024559e-02
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 [  2.18916476e-01   4.70499404e-01   1.31227705e-03  -9.04821888e-02
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    6.96234151e-02   3.19837565e-01]
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 [ -6.88344822e-02  -2.59567875e-02  -1.43467306e-01   3.90243270e-02
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   -3.92498746e-02  -4.96971831e-02]
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   -1.91201002e-01  -2.32902714e-01]
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   -2.78826349e-02  -5.42081498e-02]
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 [  2.62679825e-01  -2.31748452e-01   8.49927188e-02   6.00114016e-02
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 [ -8.27364255e-02  -1.07180115e-01   1.28458802e-01   1.31833161e-01
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    1.89090320e-01   2.60311305e-02]
 [ -1.54037707e-01  -3.46692426e-01   1.35266520e-01  -5.44376428e-01
   -7.54322229e-01   2.00776588e-01   3.01056791e-01  -1.40081621e-01
   -1.39181501e-01   5.45332742e-02]]
[[ 0.59088799]
 [ 2.00672142]
 [ 0.20165253]
 [ 0.95150304]
 [-3.06567153]
 [-0.40098167]
 [-1.97874643]
 [ 0.02635668]
 [ 0.63610272]
 [ 0.80635075]]
Progress: 86.5% ... Training loss: 0.230 ... Validation loss: 0.408[[  2.35952808e-01   7.04465802e-01  -7.59582335e-02   1.71905895e-01
   -6.33206216e-02  -1.01193617e-01  -9.86560326e-02   1.19737058e-01
    2.12514317e-02   3.40450719e-01]
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    1.45537543e-01  -2.83279100e-02]
 [  2.20670497e-01   4.76192371e-01   1.93193163e-03  -8.76779301e-02
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    7.14812426e-02   3.21903975e-01]
 [ -7.85093325e-03  -5.01823268e-01  -2.07669850e-01   2.12767464e-01
   -3.27715342e-01   1.80578551e-01   3.95400208e-01   5.72549959e-02
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 [ -7.11475938e-02  -3.16443889e-02  -1.44264946e-01   3.52522211e-02
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   -2.00876052e-01  -1.04279463e-01]
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   -3.87469416e-02  -4.91510451e-02]
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   -1.90378394e-01  -2.32074755e-01]
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   -9.98971898e-02  -1.46081074e-02]
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   -2.73771533e-02  -5.35504827e-02]
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   -1.67876429e-01  -3.69213048e-01]
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 [  1.45760329e-02  -6.28442656e-01  -4.46251615e-02  -1.04483544e-01
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   -3.63680184e-01  -2.16563684e-01]
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 [  3.72661118e-01   4.09292522e-01  -7.38062018e-02   2.93115474e-01
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 [  7.06226045e-02   9.95379232e-02   2.63447948e-01   2.70903440e-01
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   -1.69266051e-01   1.32276129e-01]
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   -5.20823935e-02  -1.77796851e-02]
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 [  1.97952706e-01   2.94495745e-01   2.32676210e-01   1.00972070e-01
   -7.25865732e-01   1.02262493e-01  -1.41666060e-01   1.57914319e-01
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   -2.11502598e-01   3.00161416e-02]
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   -1.67885778e-01  -2.24793139e-01]
 [ -1.07305050e-02  -4.69174179e-01  -2.05960580e-01  -2.17765422e-01
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   -1.68890954e-03  -3.45833828e-01]
 [ -6.56488462e-02  -6.21232318e-02   2.85605865e-01   8.81315989e-02
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   -4.57874005e-02   1.83105013e-02]
 [ -2.91256061e-01  -4.19008160e-02   3.43035086e-02   5.17450629e-02
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   -2.48215472e-02   1.34835063e-01]
 [  1.81488687e-01  -6.35432306e-02  -2.16066541e-01   8.45400276e-04
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 [  2.62835069e-01  -2.31292533e-01   8.50721104e-02   6.03722511e-02
    1.13862666e-01  -7.46273447e-02   4.30333918e-03  -1.31649912e-01
    1.69343211e-01  -9.70768825e-02]
 [ -8.24751991e-02  -1.06804026e-01   1.28558089e-01   1.32273890e-01
    2.69010287e-02  -1.26368756e-01   1.78587838e-01  -7.87614722e-02
    1.89379196e-01   2.63865433e-02]
 [ -1.54320939e-01  -3.48487681e-01   1.35184824e-01  -5.44885307e-01
   -7.54858738e-01   2.00935357e-01   3.01923240e-01  -1.40092713e-01
   -1.39457019e-01   5.41131165e-02]]
[[ 0.60435066]
 [ 2.0126693 ]
 [ 0.21279303]
 [ 0.96496595]
 [-3.05936586]
 [-0.38854938]
 [-1.96497348]
 [ 0.04083761]
 [ 0.65002597]
 [ 0.82164286]]
Progress: 86.6% ... Training loss: 0.226 ... Validation loss: 0.407[[  2.36911290e-01   7.08002268e-01  -7.56033426e-02   1.73427904e-01
   -6.23594133e-02  -1.01703711e-01  -1.00324560e-01   1.19799162e-01
    2.21783439e-02   3.41744128e-01]
 [  7.58660470e-03   9.31201152e-02  -2.15165852e-02   4.26243143e-02
    3.46828864e-02  -5.07464742e-03   3.55414611e-01   3.98152364e-02
    1.45424937e-01  -2.84558814e-02]
 [  2.20612002e-01   4.75932888e-01   1.88440905e-03  -8.80213001e-02
    8.84977782e-01  -2.44776364e-02  -1.21640245e+00  -4.64947887e-02
    7.15693612e-02   3.21987546e-01]
 [ -1.30527713e-02  -5.14805184e-01  -2.09518160e-01   2.04397663e-01
   -3.15649037e-01   1.83766811e-01   4.06977368e-01   5.69048878e-02
    7.29296914e-02   2.75137097e-01]
 [ -6.75568327e-02  -2.21272712e-02  -1.42857416e-01   4.15857901e-02
   -1.48664635e-01  -1.88000821e-01   1.74624650e-01  -1.13312951e-01
   -1.96959924e-01  -9.92800576e-02]
 [ -3.84899123e-01  -6.94076427e-01  -3.01837908e-01   1.42396600e-01
   -4.43388826e-01   2.82038143e-02   4.05250260e-01  -4.26413065e-02
   -3.81386058e-02  -4.84596278e-02]
 [ -2.83300496e-02  -4.65444446e-01   1.83995150e-03   3.99183089e-02
   -3.00837147e-01  -6.51083492e-02   1.78642759e-01  -1.97586316e-01
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 [  8.20423566e-02  -5.69007601e-01   1.59752657e-02  -1.26655631e-01
   -3.98349391e-01  -3.46563926e-02   1.54064913e-01   1.08176933e-01
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 [ -1.74240252e-01  -2.48007322e-01  -2.98585033e-01  -1.88708435e-02
   -2.71131140e-01   6.06148985e-02  -1.11832081e-02  -3.15681758e-02
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 [  1.56842882e-02  -6.22404975e-01   5.63233778e-02  -1.45726017e-01
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   -3.35349663e-02   1.73146876e-02]
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   -4.20129976e-01  -1.34642052e-02   2.71567689e-01  -1.02538908e-01
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   -1.11215303e-01   1.14819826e-01   3.43370955e-01  -2.02196590e-02
   -1.90507138e-01  -2.32199156e-01]
 [ -1.61803433e-01  -1.32991203e-03   5.99090085e-02   1.50245086e-02
   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
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 [ -2.90797427e-01  -3.41244774e-01   9.24507634e-02   2.03981851e-01
   -1.96277226e-01  -6.17019979e-02   1.14556034e-01  -2.63267743e-01
   -2.92440060e-01  -1.17978926e-01]
 [  8.33168455e-02  -2.72082955e-01  -2.91047180e-02   8.65860709e-02
   -7.49101021e-02  -8.50208040e-02   3.24614719e-01  -3.54015278e-04
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 [  2.68164461e-02  -1.78578658e-01  -2.14990257e-01   1.20788968e-01
   -5.45798761e-02   8.00669176e-02   5.59028374e-03  -2.14103471e-02
   -9.87390009e-02  -1.31872442e-02]
 [ -1.23769500e-01  -1.27225576e-01  -2.01843721e-01   1.49576092e-01
   -6.90618453e-02   1.33683288e-01  -3.55240217e-02  -2.52310479e-01
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 [ -5.93738865e-02  -1.49278151e-01   2.78572186e-01   1.08687775e-01
   -1.91929870e-02  -6.76462345e-02  -5.61813729e-02   1.20095799e-01
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 [  6.70471516e-02  -8.25039576e-02   8.56340880e-02   7.38664139e-02
   -1.24057266e-01  -1.37492812e-02   1.23980018e-01   1.17881655e-01
   -2.78002421e-02  -5.40921546e-02]
 [  9.23156406e-03  -2.53651681e-01  -2.98125694e-01  -6.55502591e-02
   -1.42553018e-01  -9.17022899e-02  -1.52150691e-02   1.59649499e-01
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 [  5.98898040e-02  -8.91859344e-02  -1.09375433e-01   7.13839699e-02
   -3.74388149e-01   3.10675850e-01   3.21984744e-01   2.04103994e-01
   -1.40049521e-01  -3.66919761e-02]
 [  1.73430824e-02   2.29096590e-02   1.28179840e-01   1.36300614e-01
   -3.94036610e-02   9.82315630e-02  -1.18022407e-02  -4.15499892e-02
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 [  1.03526657e-01   6.29177116e-02  -4.58725435e-02  -1.15313371e-01
   -1.69428115e-01  -3.25712133e-01   1.50622488e-01   6.69908588e-03
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   -1.49463781e-01  -2.01007148e-01   2.47048997e-02  -2.20059616e-02
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   -4.03210746e-01  -1.85191186e-03   7.55310742e-02  -2.64049291e-02
   -1.15504791e-02   3.51507078e-02]
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   -1.68029577e-01  -3.69405432e-01]
 [ -1.20483121e-02  -5.62044590e-01  -3.12107775e-02  -6.93814772e-02
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    3.39512976e-02  -3.89555033e-01]
 [  1.42036747e-02  -6.29677836e-01  -4.47678664e-02  -1.05127620e-01
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   -3.64120443e-01  -2.17122794e-01]
 [ -1.79018639e-01  -7.25925996e-01  -1.29337965e-02  -2.09724914e-01
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   -7.23045895e-02   9.10605429e-02]
 [ -3.06035501e-01  -5.65655684e-01   5.42038076e-02  -4.60381255e-02
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   -8.75559871e-02  -1.29052793e-01]
 [ -2.23745709e-01  -4.28089782e-01   2.46350907e-01  -2.58260834e-01
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   -2.71281678e-01  -3.70721586e-02]
 [ -1.60318886e-01  -3.05194281e-01  -1.91438730e-01  -1.38257253e-01
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   -4.02645990e-02  -1.51401502e-01]
 [  5.72426463e-02   2.56677010e-01   1.45032647e-01  -1.58667062e-01
   -2.01787860e-01   7.74981115e-02  -1.14320478e-01   2.75980212e-01
    1.42858499e-02   1.17310366e-01]
 [  3.72676020e-01   4.09811500e-01  -7.37929773e-02   2.93083276e-01
   -9.34112871e-01  -2.86534963e-01  -5.22039279e-01   1.77973203e-01
    4.09166430e-01   8.75755014e-03]
 [  7.05676523e-02   9.94756950e-02   2.63436273e-01   2.70845519e-01
   -1.52205627e-03  -2.10677802e-01  -1.88167060e-01  -1.31532023e-01
   -1.12601498e-01  -2.63070182e-01]
 [  2.62059060e-02  -1.43334940e-01  -1.21364244e-01  -6.05573393e-02
    2.60954736e-01   3.52516105e-02  -3.19977713e-02  -1.86307839e-01
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 [  2.34409766e-02  -3.43311005e-02  -6.27341695e-02  -3.27738517e-02
    2.58942069e-02  -1.94464543e-01  -5.71952193e-03   1.08509426e-02
    5.33657924e-02   2.27340680e-02]
 [  5.10732205e-02   1.67659784e-01   2.49782458e-01   9.64691622e-02
   -1.77970938e-01  -1.54015971e-01  -1.54298651e-02   4.01582483e-02
   -1.69759409e-01   1.31687515e-01]
 [  1.02359099e-01   1.27944760e-01   1.15093179e-01   3.23685965e-02
   -1.94045569e-01   4.77580378e-02  -7.74317617e-02  -2.70559923e-01
    8.04197092e-03  -5.73948410e-02]
 [  6.97368511e-03   1.72794580e-01   8.86428386e-02  -3.06583409e-02
   -2.86805443e-02   1.67432461e-01  -2.88078930e-02   1.18186084e-01
   -1.07730610e-02   1.86370447e-01]
 [  2.34347996e-01   1.17002585e-01   3.00224334e-02   7.55138161e-02
    2.43336677e-02  -3.37340718e-02  -2.85968006e-01   1.47839155e-01
   -5.11011937e-02  -1.65112041e-02]
 [  6.06421387e-02   1.16537372e-01   2.20125375e-02   5.95691164e-02
   -4.95116049e-01  -1.33081692e-01  -2.90750095e-01   4.15250952e-02
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 [  5.88674903e-02   4.61698471e-01   1.29570329e-01   4.57911936e-01
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 [  1.51738883e-01   4.46177393e-01   6.31683708e-02   4.12133422e-01
   -1.43370514e+00  -6.44118923e-02  -3.37248896e-01   1.48958840e-01
    2.02045205e-01   4.37536275e-01]
 [  1.97776616e-01   2.93695053e-01   2.32598220e-01   1.00649886e-01
   -7.24942335e-01   1.02397699e-01  -1.41316924e-01   1.57900071e-01
    2.03142106e-01   3.32839657e-02]
 [ -9.75568235e-02   2.26677777e-01   2.31980054e-01  -1.68588604e-02
   -1.56667098e-01   1.44387122e-01  -6.49304480e-02  -1.77178286e-02
   -5.74207461e-02   1.88496374e-02]
 [ -1.14857199e-01  -1.53501558e-03   1.84930789e-02   7.10051163e-02
   -9.71448976e-02   1.23211299e-01   2.29814198e-01   1.77995129e-02
   -2.89958610e-01  -1.09630300e-01]
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   -2.11275797e-01   3.02852849e-02]
 [  7.93067353e-03  -4.90019891e-01  -1.29121517e-01  -1.65831177e-01
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   -1.67883977e-01  -2.24801532e-01]
 [ -1.07127810e-02  -4.68635995e-01  -2.05904835e-01  -2.17704538e-01
   -7.37631034e-01   2.41985620e-02   3.64393966e-01  -1.73557729e-01
   -1.51998553e-03  -3.45922274e-01]
 [ -6.55815086e-02  -6.19205139e-02   2.85642164e-01   8.82964279e-02
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   -4.56746526e-02   1.83551362e-02]
 [ -2.90883463e-01  -4.06440283e-02   3.44522515e-02   5.23766438e-02
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   -2.44414483e-02   1.35510471e-01]
 [  1.80827807e-01  -6.51494289e-02  -2.16293286e-01  -2.01794415e-04
    1.29382287e-01  -3.28689342e-01   3.16647619e-02  -1.62610840e-01
    4.75805177e-02  -1.27019950e-01]
 [  2.63083871e-01  -2.30790960e-01   8.51471683e-02   6.07158489e-02
    1.14505138e-01  -7.47308487e-02   3.78150564e-03  -1.31638370e-01
    1.69543765e-01  -9.68540639e-02]
 [ -8.24419481e-02  -1.06797145e-01   1.28543395e-01   1.32219881e-01
    2.69842448e-02  -1.26351689e-01   1.78028720e-01  -7.87634240e-02
    1.89339666e-01   2.63629834e-02]
 [ -1.53134438e-01  -3.45149134e-01   1.35606685e-01  -5.43085983e-01
   -7.58492745e-01   2.00193198e-01   2.98652347e-01  -1.40017465e-01
   -1.38205741e-01   5.56963716e-02]]
[[ 0.60863418]
 [ 2.01819066]
 [ 0.21773004]
 [ 0.96849131]
 [-3.06171038]
 [-0.38612301]
 [-1.96284043]
 [ 0.04351835]
 [ 0.65198158]
 [ 0.82470465]]
Progress: 86.7% ... Training loss: 0.225 ... Validation loss: 0.404[[  2.38455854e-01   7.13686933e-01  -7.50534785e-02   1.75644291e-01
   -6.07851384e-02  -1.02645675e-01  -1.04103521e-01   1.19912662e-01
    2.36531748e-02   3.43796261e-01]
 [  7.38208589e-03   9.24205421e-02  -2.15975247e-02   4.22657007e-02
    3.53375837e-02  -4.93104993e-03   3.55708930e-01   3.97994627e-02
    1.45195342e-01  -2.87580779e-02]
 [  2.17443954e-01   4.68974272e-01   8.10010807e-04  -9.27607323e-02
    8.95613847e-01  -2.26059660e-02  -1.20994298e+00  -4.67115138e-02
    6.83605104e-02   3.17746207e-01]
 [ -1.32868075e-02  -5.14575974e-01  -2.09447635e-01   2.04624297e-01
   -3.13040309e-01   1.83868613e-01   4.08440869e-01   5.69030552e-02
    7.29973937e-02   2.75259999e-01]
 [ -6.38853879e-02  -1.26113734e-02  -1.41759952e-01   4.65842288e-02
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   -1.93372950e-01  -9.52349132e-02]
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 [ -8.22513842e-02  -1.06177793e-01   1.28601916e-01   1.32379294e-01
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    1.89541511e-01   2.66493358e-02]
 [ -1.53010139e-01  -3.44215987e-01   1.35658652e-01  -5.42845793e-01
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   -1.38095182e-01   5.59366674e-02]]
[[ 0.61105911]
 [ 2.02063836]
 [ 0.21871974]
 [ 0.97329988]
 [-3.06748988]
 [-0.3858914 ]
 [-1.95659923]
 [ 0.04575245]
 [ 0.6540521 ]
 [ 0.82626168]]
Progress: 86.7% ... Training loss: 0.226 ... Validation loss: 0.404[[  2.37941357e-01   7.12853227e-01  -7.52166150e-02   1.74870321e-01
   -5.81219896e-02  -1.02228566e-01  -1.02419760e-01   1.19871973e-01
    2.31894154e-02   3.42812964e-01]
 [  7.25069422e-03   9.19261266e-02  -2.16480437e-02   4.20315742e-02
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    1.45053252e-01  -2.89178355e-02]
 [  2.18130317e-01   4.68441197e-01   1.06862035e-03  -9.13845651e-02
    8.94382445e-01  -2.30744490e-02  -1.21093824e+00  -4.66674282e-02
    6.91934008e-02   3.18417555e-01]
 [ -1.36612966e-02  -5.14034830e-01  -2.09541343e-01   2.03816791e-01
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 [ -6.49453337e-02  -1.37831508e-02  -1.42058848e-01   4.50681489e-02
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   -1.94544540e-01  -9.65906158e-02]
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   -3.75935862e-02  -4.78353423e-02]
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   -3.97028398e-01  -3.47339908e-02   1.53893327e-01   1.08184995e-01
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   -2.68908782e-01   6.04936211e-02  -1.15152782e-02  -3.15518842e-02
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 [  1.63857055e-02  -6.19817083e-01   5.65656104e-02  -1.44903523e-01
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   -1.91369274e-01  -2.33342034e-01]
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   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
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   -2.92859280e-01  -1.18521401e-01]
 [  8.40548726e-02  -2.69659985e-01  -2.88471736e-02   8.76221936e-02
   -7.52991001e-02  -8.54035998e-02   3.22836566e-01  -3.07364744e-04
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 [  2.70083679e-02  -1.78340398e-01  -2.14929450e-01   1.21009408e-01
   -5.63268314e-02   7.99363372e-02   5.65837390e-03  -2.13969290e-02
   -9.85780913e-02  -1.31565556e-02]
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 [ -6.04387402e-02  -1.53553379e-01   2.78208559e-01   1.07014037e-01
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 [  6.59820042e-02  -8.51907413e-02   8.52764561e-02   7.22923649e-02
   -1.20545530e-01  -1.31021675e-02   1.27455275e-01   1.17806705e-01
   -2.89099091e-02  -5.55314513e-02]
 [  1.01819655e-02  -2.51048387e-01  -2.97790492e-01  -6.40370886e-02
   -1.46381807e-01  -9.23131459e-02  -1.89352008e-02   1.59718125e-01
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 [  6.00373204e-02  -8.82423256e-02  -1.09297270e-01   7.17330491e-02
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   -1.39812024e-01  -3.65777419e-02]
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   -1.69716735e-01  -3.26091816e-01   1.48414164e-01   6.74278758e-03
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[[ 0.60662482]
 [ 2.01873972]
 [ 0.21317113]
 [ 0.96865597]
 [-3.06961973]
 [-0.39139429]
 [-1.9668315 ]
 [ 0.04230837]
 [ 0.64922504]
 [ 0.82070564]]
Progress: 86.8% ... Training loss: 0.224 ... Validation loss: 0.402[[  2.38387487e-01   7.14809498e-01  -7.51163052e-02   1.75306288e-01
   -5.56644276e-02  -1.02310880e-01  -1.03760495e-01   1.19886271e-01
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 [  2.17040963e-01   4.65302434e-01   6.38022510e-04  -9.31277468e-02
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    6.79843216e-02   3.16899533e-01]
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   -3.70965448e-02  -4.72990206e-02]
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 [  1.97355178e-01   2.92466607e-01   2.32448771e-01   9.99800526e-02
   -7.24681337e-01   1.02670147e-01  -1.40063401e-01   1.57869032e-01
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   -5.72741908e-02   1.90099888e-02]
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   -2.90146175e-01  -1.09867530e-01]
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   -2.11926922e-01   2.95304211e-02]
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   -1.67795595e-01  -2.24672391e-01]
 [ -1.17053401e-02  -4.69601334e-01  -2.06248016e-01  -2.19365851e-01
   -7.38918392e-01   2.48970161e-02   3.66625644e-01  -1.73640684e-01
   -2.64413914e-03  -3.47450492e-01]
 [ -6.48437067e-02  -5.98884963e-02   2.85927613e-01   8.94163370e-02
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   -4.49804239e-02   1.91020961e-02]
 [ -2.89803548e-01  -3.90134524e-02   3.48672517e-02   5.41064523e-02
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   -2.31930998e-02   1.36738319e-01]
 [  1.77966666e-01  -7.47478392e-02  -2.17327446e-01  -4.94552010e-03
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 [  2.64052347e-01  -2.28403465e-01   8.55164640e-02   6.24384621e-02
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    1.70705002e-01  -9.54028490e-02]
 [ -8.11689489e-02  -1.03109998e-01   1.28979386e-01   1.33991217e-01
    2.66264251e-02  -1.27004153e-01   1.74968087e-01  -7.86733253e-02
    1.90632530e-01   2.81651760e-02]
 [ -1.54860282e-01  -3.48857167e-01   1.34996933e-01  -5.45785290e-01
   -7.55514819e-01   2.01309443e-01   3.02182223e-01  -1.40148830e-01
   -1.40151814e-01   5.33674124e-02]]
[[ 0.60308276]
 [ 2.01900899]
 [ 0.21203813]
 [ 0.96691477]
 [-3.07213707]
 [-0.39370176]
 [-1.96933694]
 [ 0.03911287]
 [ 0.64610109]
 [ 0.81775665]]
Progress: 86.8% ... Training loss: 0.225 ... Validation loss: 0.402[[  2.39122082e-01   7.18716926e-01  -7.48280968e-02   1.76441850e-01
   -5.80748491e-02  -1.02818121e-01  -1.03991551e-01   1.19939005e-01
    2.43634478e-02   3.44428637e-01]
 [  7.28923064e-03   9.18609467e-02  -2.16684850e-02   4.19491999e-02
    3.67362364e-02  -4.80940207e-03   3.56942846e-01   3.97843775e-02
    1.45039042e-01  -2.88799813e-02]
 [  2.16854010e-01   4.66477640e-01   6.79593071e-04  -9.32068133e-02
    8.96584548e-01  -2.24434996e-02  -1.20510536e+00  -4.67537841e-02
    6.78302307e-02   3.16613815e-01]
 [ -1.45096567e-02  -5.17297181e-01  -2.09834648e-01   2.03284048e-01
   -3.17593365e-01   1.84661786e-01   4.12432701e-01   5.67978792e-02
    7.17542585e-02   2.73429942e-01]
 [ -6.42929774e-02  -1.13065025e-02  -1.41840175e-01   4.61721208e-02
   -1.57834162e-01  -1.89561348e-01   1.66434073e-01  -1.13102053e-01
   -1.93602540e-01  -9.55294406e-02]
 [ -3.83665374e-01  -6.90253417e-01  -3.01485909e-01   1.43611317e-01
   -4.47293576e-01   2.76278842e-02   4.02325479e-01  -4.25663470e-02
   -3.70116175e-02  -4.70368444e-02]
 [ -2.92530366e-02  -4.71065136e-01   1.49373432e-03   3.83495599e-02
   -2.96544612e-01  -6.43616230e-02   1.82148424e-01  -1.97668442e-01
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 [  8.12654823e-02  -5.68939137e-01   1.58070394e-02  -1.27311240e-01
   -3.96876871e-01  -3.43047767e-02   1.58719986e-01   1.08128071e-01
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 [ -1.74139944e-01  -2.47836953e-01  -2.98506475e-01  -1.89186575e-02
   -2.68870694e-01   6.05763077e-02  -1.19010011e-02  -3.15637225e-02
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 [  1.77825514e-02  -6.16396499e-01   5.70269555e-02  -1.43106043e-01
   -6.23985051e-01  -1.03139035e-01   1.88168505e-01  -1.26151728e-01
   -3.15897510e-02   1.97329586e-02]
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   -4.17011904e-01  -1.28570378e-02   2.72951788e-01  -1.02615111e-01
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 [ -1.61754954e-01  -4.57502477e-01  -7.93508421e-02   9.86634164e-03
   -1.10025939e-01   1.15744891e-01   3.49379002e-01  -2.03265413e-02
   -1.91903446e-01  -2.34017389e-01]
 [ -1.61803433e-01  -1.32991203e-03   5.99090085e-02   1.50245086e-02
   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
 [ -2.91612372e-01  -3.43353175e-01   9.21299686e-02   2.02504845e-01
   -1.95503624e-01  -6.11642380e-02   1.16342495e-01  -2.63325563e-01
   -2.93354340e-01  -1.19097693e-01]
 [  8.46975990e-02  -2.68062266e-01  -2.86460293e-02   8.85373608e-02
   -7.54349227e-02  -8.57425140e-02   3.21805901e-01  -2.66545268e-04
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 [  2.84228294e-02  -1.74231791e-01  -2.14423285e-01   1.23043941e-01
   -6.04054458e-02   7.90550279e-02   1.61586299e-03  -2.12957239e-02
   -9.70681509e-02  -1.11513242e-02]
 [ -1.22143289e-01  -1.22522727e-01  -2.01266088e-01   1.52132301e-01
   -7.62572363e-02   1.32749822e-01  -4.02459566e-02  -2.52208335e-01
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 [ -6.05622638e-02  -1.54795253e-01   2.78141185e-01   1.06898106e-01
   -1.43988167e-02  -6.68543698e-02  -5.19484428e-02   1.20012274e-01
    9.08777901e-02   7.42286600e-02]
 [  6.47494651e-02  -9.01248347e-02   8.48225449e-02   7.03177205e-02
   -1.15863410e-01  -1.23055890e-02   1.30784599e-01   1.17722091e-01
   -3.03408132e-02  -5.72661676e-02]
 [  1.04826813e-02  -2.49594624e-01  -2.97653299e-01  -6.34074997e-02
   -1.48563144e-01  -9.25944517e-02  -1.86633636e-02   1.59739948e-01
    9.88647348e-02  -4.63687738e-02]
 [  5.88519981e-02  -9.10783018e-02  -1.09708596e-01   6.97383208e-02
   -3.68905270e-01   3.11322858e-01   3.26758368e-01   2.04033825e-01
   -1.41236430e-01  -3.81851948e-02]
 [  1.57449549e-02   1.89124987e-02   1.27632654e-01   1.33916077e-01
   -3.35714002e-02   9.92615678e-02  -7.64249412e-03  -4.16690722e-02
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 [  1.04401768e-01   6.60028430e-02  -4.55515975e-02  -1.14026433e-01
   -1.70892033e-01  -3.26262930e-01   1.47456046e-01   6.75747948e-03
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 [ -1.19225054e-01  -1.59052982e-01  -2.07022977e-02   1.77429710e-03
   -1.49993796e-01  -2.00895584e-01   2.55769476e-02  -2.20200272e-02
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 [ -1.59654505e-01  -1.36383599e-01  -2.03361205e-01  -2.11227558e-02
   -4.02616923e-01  -1.81995870e-03   7.55397559e-02  -2.64053559e-02
   -1.14994399e-02   3.51267130e-02]
 [ -1.91048201e-02  -2.28670882e-01  -7.17392633e-02  -1.09744415e-01
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   -1.68889545e-01  -3.70520556e-01]
 [ -1.19941030e-02  -5.62401691e-01  -3.11944289e-02  -6.92883963e-02
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    3.40288856e-02  -3.89480823e-01]
 [  1.44454354e-02  -6.29679981e-01  -4.46904591e-02  -1.04802237e-01
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   -3.63899429e-01  -2.16825913e-01]
 [ -1.79191575e-01  -7.26802624e-01  -1.29891440e-02  -2.09986606e-01
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   -7.24696101e-02   9.09488327e-02]
 [ -3.06159058e-01  -5.66428906e-01   5.41790859e-02  -4.61681943e-02
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   -8.76344869e-02  -1.29127836e-01]
 [ -2.23903754e-01  -4.28764472e-01   2.46307797e-01  -2.58416474e-01
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   -2.71408349e-01  -3.71785148e-02]
 [ -1.60870066e-01  -3.06035380e-01  -1.91621282e-01  -1.38973329e-01
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   -4.08587306e-02  -1.52118038e-01]
 [  5.71895719e-02   2.56287131e-01   1.44984270e-01  -1.58540061e-01
   -2.01681999e-01   7.75610482e-02  -1.12683700e-01   2.75974431e-01
    1.41277281e-02   1.17233776e-01]
 [  3.75051497e-01   4.19187328e-01  -7.28124007e-02   2.97249504e-01
   -9.40922041e-01  -2.88035077e-01  -5.27559515e-01   1.78158876e-01
    4.11775846e-01   1.22135508e-02]
 [  7.06913247e-02   9.87270379e-02   2.63484256e-01   2.70874772e-01
   -2.13986281e-04  -2.10742411e-01  -1.87630846e-01  -1.31526503e-01
   -1.12477300e-01  -2.62944623e-01]
 [  2.58591696e-02  -1.44865125e-01  -1.21507144e-01  -6.12564785e-02
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    3.08650204e-02   2.06806540e-01]
 [  2.29663725e-02  -3.59209213e-02  -6.29520770e-02  -3.37399929e-02
    2.96560105e-02  -1.94202343e-01  -5.07130509e-03   1.07992985e-02
    5.27600329e-02   2.20281676e-02]
 [  4.99890626e-02   1.64020937e-01   2.49386161e-01   9.46913645e-02
   -1.71353781e-01  -1.53347769e-01  -1.28977475e-02   4.00786892e-02
   -1.71053921e-01   1.30139149e-01]
 [  1.01345761e-01   1.24636128e-01   1.14724975e-01   3.04506865e-02
   -1.88741057e-01   4.84681749e-02  -7.51144416e-02  -2.70631831e-01
    6.90451648e-03  -5.88192870e-02]
 [  7.52710164e-03   1.74372742e-01   8.88423474e-02  -3.00090414e-02
   -2.93290424e-02   1.67035011e-01  -3.10239791e-02   1.18220501e-01
   -1.01562363e-02   1.87114652e-01]
 [  2.36568229e-01   1.23399710e-01   3.08253686e-02   7.89709254e-02
    1.75688326e-02  -3.51300500e-02  -2.91713622e-01   1.47996818e-01
   -4.86541559e-02  -1.35810027e-02]
 [  6.04772862e-02   1.16256391e-01   2.19309584e-02   5.92299757e-02
   -4.95191606e-01  -1.32998883e-01  -2.89906547e-01   4.15099927e-02
    1.30677611e-01   2.10380958e-01]
 [  5.93346202e-02   4.63888885e-01   1.29736517e-01   4.58724816e-01
   -1.65998678e+00  -2.89614619e-01  -4.54005309e-01  -7.05925766e-02
    3.07493743e-01   3.43698530e-01]
 [  1.51621220e-01   4.47004553e-01   6.31451933e-02   4.11878301e-01
   -1.43743825e+00  -6.43288704e-02  -3.36614797e-01   1.48960995e-01
    2.01962159e-01   4.36847731e-01]
 [  1.97346303e-01   2.92356853e-01   2.32443546e-01   9.99419195e-02
   -7.24927431e-01   1.02676733e-01  -1.39694905e-01   1.57867920e-01
    2.02705693e-01   3.28036864e-02]
 [ -9.76853215e-02   2.26869467e-01   2.31936545e-01  -1.70189673e-02
   -1.57601832e-01   1.44489128e-01  -6.46532696e-02  -1.77233707e-02
   -5.75273147e-02   1.87081607e-02]
 [ -1.15009400e-01  -1.81349475e-03   1.84454344e-02   7.07480391e-02
   -9.78587252e-02   1.23333395e-01   2.29572416e-01   1.77866197e-02
   -2.90118850e-01  -1.09834981e-01]
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   -2.11873755e-01   2.96251325e-02]
 [  7.80473062e-03  -4.90982691e-01  -1.29177280e-01  -1.66072319e-01
    3.63492398e-01   2.45148763e-02   2.17254660e-01   1.51626162e-01
   -1.68045897e-01  -2.24952450e-01]
 [ -1.31767285e-02  -4.73766403e-01  -2.06814864e-01  -2.21836813e-01
   -7.35633019e-01   2.58701284e-02   3.71466995e-01  -1.73741002e-01
   -4.23710423e-03  -3.49463637e-01]
 [ -6.42639995e-02  -5.82240112e-02   2.86132111e-01   9.02629839e-02
    1.48651135e-01   4.17840739e-02   2.63835846e-02  -2.91771341e-01
   -4.44097683e-02   1.99497370e-02]
 [ -2.88770416e-01  -3.66051259e-02   3.52386514e-02   5.57687949e-02
    1.69390412e-01  -2.11216990e-01  -2.33380736e-02   2.37128925e-01
   -2.20430043e-02   1.38027976e-01]
 [  1.78648578e-01  -7.24796325e-02  -2.17068912e-01  -3.67557415e-03
    1.38723332e-01  -3.27271080e-01   3.84412546e-02  -1.62772470e-01
    4.52709098e-02  -1.30030044e-01]
 [  2.63385847e-01  -2.31140412e-01   8.52505498e-02   6.12103496e-02
    1.16715116e-01  -7.48040225e-02   5.12781385e-03  -1.31611772e-01
    1.69916411e-01  -9.62794146e-02]
 [ -8.09902158e-02  -1.02088302e-01   1.29053473e-01   1.34334137e-01
    2.53890298e-02  -1.27149007e-01   1.73852780e-01  -7.86621426e-02
    1.90755542e-01   2.83432436e-02]
 [ -1.54041331e-01  -3.46342165e-01   1.35318648e-01  -5.44504847e-01
   -7.60287098e-01   2.00717494e-01   3.00191945e-01  -1.40092475e-01
   -1.39245711e-01   5.46693526e-02]]
[[ 0.60751568]
 [ 2.02260098]
 [ 0.21458736]
 [ 0.97215117]
 [-3.0719706 ]
 [-0.39174497]
 [-1.96467265]
 [ 0.04402477]
 [ 0.65204185]
 [ 0.82422112]]
Progress: 86.8% ... Training loss: 0.224 ... Validation loss: 0.402[[  2.36988503e-01   7.14814172e-01  -7.54617986e-02   1.73378193e-01
   -5.29022882e-02  -1.01611770e-01  -9.74396535e-02   1.19813185e-01
    2.21026725e-02   3.41783302e-01]
 [  7.12080845e-03   9.14211696e-02  -2.17274374e-02   4.16777397e-02
    3.73030077e-02  -4.70430141e-03   3.57179125e-01   3.97721222e-02
    1.44873060e-01  -2.91078890e-02]
 [  2.17185216e-01   4.68069369e-01   8.56859443e-04  -9.25003001e-02
    8.93227171e-01  -2.27332211e-02  -1.20417813e+00  -4.67116168e-02
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   -4.56047737e-02   1.84976953e-02]
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 [  2.63711141e-01  -2.28940139e-01   8.54213205e-02   6.19206305e-02
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 [ -8.14034361e-02  -1.03129381e-01   1.28920419e-01   1.33733250e-01
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    1.90250649e-01   2.78425515e-02]
 [ -1.54386341e-01  -3.47172375e-01   1.35223424e-01  -5.45023084e-01
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   -1.39551636e-01   5.42371942e-02]]
[[ 0.59551446]
 [ 2.01640644]
 [ 0.20155246]
 [ 0.96012906]
 [-3.07845477]
 [-0.40365513]
 [-1.9837132 ]
 [ 0.03295704]
 [ 0.63955054]
 [ 0.81276091]]
Progress: 86.9% ... Training loss: 0.227 ... Validation loss: 0.402[[  2.37372200e-01   7.16895228e-01  -7.52673137e-02   1.74231065e-01
   -5.76543096e-02  -1.01964546e-01  -9.71869728e-02   1.19851487e-01
    2.25498010e-02   3.42666061e-01]
 [  7.12538201e-03   9.11275321e-02  -2.17233943e-02   4.17039256e-02
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    1.44942770e-01  -2.90996935e-02]
 [  2.15909008e-01   4.64533066e-01   3.43619967e-04  -9.45283236e-02
    8.96690611e-01  -2.16955602e-02  -1.20749557e+00  -4.67920101e-02
    6.64377490e-02   3.14855258e-01]
 [ -1.24988693e-02  -5.09794252e-01  -2.09041658e-01   2.07290547e-01
   -3.23375466e-01   1.83412493e-01   4.09475935e-01   5.69370546e-02
    7.39828196e-02   2.76503821e-01]
 [ -6.39899881e-02  -7.72710055e-03  -1.41664299e-01   4.66549074e-02
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   -1.93123827e-01  -9.48868339e-02]
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   -3.66112426e-02  -4.64159335e-02]
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   -2.74510731e-01   5.95604537e-02  -1.70038778e-02  -3.14819761e-02
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 [  1.60963100e-02  -6.20692043e-01   5.64711433e-02  -1.45340589e-01
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   -1.92690403e-01  -2.34815675e-01]
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   -2.93505683e-01  -1.19252780e-01]
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   -7.59823885e-02  -8.59992936e-02   3.22112656e-01  -2.49995034e-04
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 [  2.83276025e-02  -1.74475448e-01  -2.14441202e-01   1.22981386e-01
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   -9.71189516e-02  -1.10974566e-02]
 [ -1.24400398e-01  -1.29377896e-01  -2.02048339e-01   1.48406725e-01
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   -1.09518683e-01  -1.09886821e-02   1.35307650e-01   1.17577438e-01
   -3.25838660e-02  -6.01432539e-02]
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   -1.41993773e-01  -3.89599082e-02]
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 [ -8.11405776e-02  -1.02677558e-01   1.29013294e-01   1.34227280e-01
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    1.90522512e-01   2.81339914e-02]
 [ -1.54815032e-01  -3.48671485e-01   1.35071239e-01  -5.45830317e-01
   -7.62249012e-01   2.01193672e-01   3.01605105e-01  -1.40141215e-01
   -1.40007228e-01   5.37215259e-02]]
[[ 0.59945531]
 [ 2.01880101]
 [ 0.20756481]
 [ 0.96721784]
 [-3.0742327 ]
 [-0.39849348]
 [-1.97568722]
 [ 0.03913437]
 [ 0.64516814]
 [ 0.81995275]]
Progress: 87.0% ... Training loss: 0.224 ... Validation loss: 0.401[[  2.38561357e-01   7.20151185e-01  -7.48390407e-02   1.76052588e-01
   -6.14187717e-02  -1.02593165e-01  -9.99216636e-02   1.19933359e-01
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 [  7.27258264e-03   9.15432692e-02  -2.16667365e-02   4.19651577e-02
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    1.45113613e-01  -2.89047438e-02]
 [  2.16529587e-01   4.65503692e-01   5.62252255e-04  -9.36322226e-02
    8.91197503e-01  -2.19678536e-02  -1.20996062e+00  -4.67470138e-02
    6.70859088e-02   3.15842099e-01]
 [ -1.37308836e-02  -5.15240581e-01  -2.09508508e-01   2.05167298e-01
   -3.20355321e-01   1.84171133e-01   4.13243318e-01   5.68539221e-02
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 [ -6.24660448e-02  -6.15541946e-04  -1.41042409e-01   4.96747758e-02
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   -1.91351798e-01  -9.29178257e-02]
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   -3.54864605e-02  -4.50209179e-02]
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   -1.92752697e-01  -2.34909717e-01]
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   -9.60799031e-02  -9.77650383e-03]
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   -3.16943065e-02  -5.90080545e-02]
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   -1.49399744e-01  -9.24565904e-02  -1.92168424e-02   1.59740977e-01
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 [  5.83682578e-02  -9.31076641e-02  -1.09928772e-01   6.85981821e-02
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   -1.68996849e-01  -3.70650312e-01]
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   -3.63229952e-01  -2.16011643e-01]
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   -7.28583237e-02   9.05389213e-02]
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   -8.76002298e-02  -1.29096020e-01]
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 [  7.10126364e-02   9.98137154e-02   2.63624484e-01   2.71368888e-01
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   -1.70638103e-01   1.30658808e-01]
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   -2.76198945e-02   1.67176063e-01  -3.10322046e-02   1.18198596e-01
   -1.04929011e-02   1.86761060e-01]
 [  2.36468509e-01   1.22826917e-01   3.07724863e-02   7.86876072e-02
    1.84422012e-02  -3.50542759e-02  -2.91968090e-01   1.47991075e-01
   -4.88075080e-02  -1.37011322e-02]
 [  6.01580610e-02   1.15505208e-01   2.18146618e-02   5.85666495e-02
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 [  1.96713993e-01   2.91042108e-01   2.32245996e-01   9.89981007e-02
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   -5.73935148e-02   1.88551333e-02]
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   -2.11483459e-01   3.00874043e-02]
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   -1.67530277e-01  -2.24323668e-01]
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   -8.41436790e-03  -3.54769752e-01]
 [ -6.45916576e-02  -6.04090234e-02   2.86009341e-01   8.96823243e-02
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   -4.47401594e-02   1.95562406e-02]
 [ -2.87965473e-01  -3.61268238e-02   3.55118369e-02   5.71718980e-02
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   -2.11561903e-02   1.39610328e-01]
 [  1.79842127e-01  -6.87708934e-02  -2.16624959e-01  -1.52086418e-03
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 [  2.66044932e-01  -2.21540095e-01   8.63042735e-02   6.59538969e-02
    1.05735545e-01  -7.67203335e-02  -2.23734921e-03  -1.31432698e-01
    1.72796004e-01  -9.26720229e-02]
 [ -8.10099938e-02  -1.02431167e-01   1.29061698e-01   1.34508862e-01
    2.45884875e-02  -1.27164636e-01   1.73814709e-01  -7.86656160e-02
    1.90689694e-01   2.82997934e-02]
 [ -1.54985251e-01  -3.49376459e-01   1.34993849e-01  -5.46375365e-01
   -7.64670759e-01   2.01356643e-01   3.02443916e-01  -1.40156860e-01
   -1.40249779e-01   5.35176639e-02]]
[[ 0.60776491]
 [ 2.02487005]
 [ 0.21410561]
 [ 0.97610614]
 [-3.07128187]
 [-0.39381188]
 [-1.96845908]
 [ 0.04460689]
 [ 0.65246034]
 [ 0.8269804 ]]
Progress: 87.0% ... Training loss: 0.225 ... Validation loss: 0.403[[  2.39324889e-01   7.21555907e-01  -7.45752916e-02   1.77215531e-01
   -6.63622569e-02  -1.02876797e-01  -1.00143386e-01   1.19982224e-01
    2.44842720e-02   3.45445753e-01]
 [  7.59307781e-03   9.18809961e-02  -2.15563562e-02   4.25313770e-02
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    1.45427426e-01  -2.84788588e-02]
 [  2.17310266e-01   4.65871701e-01   8.86517371e-04  -9.24667110e-02
    8.85866515e-01  -2.24276474e-02  -1.21119223e+00  -4.66873046e-02
    6.78864034e-02   3.16750426e-01]
 [ -1.57038630e-02  -5.18996637e-01  -2.10119060e-01   2.02296518e-01
   -3.16020498e-01   1.85289980e-01   4.17743871e-01   5.67139881e-02
    7.07152078e-02   2.72776500e-01]
 [ -6.21538191e-02   2.93054072e-03  -1.40806515e-01   5.04499931e-02
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   -1.90772875e-01  -9.22615855e-02]
 [ -3.82503151e-01  -6.88627323e-01  -3.01077804e-01   1.45565181e-01
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   -3.57606204e-02  -4.53118429e-02]
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   -2.78099019e-01   5.94690338e-02  -1.61013996e-02  -3.14661402e-02
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   -3.03458637e-02   2.15793454e-02]
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   -1.93517769e-01  -2.35945025e-01]
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   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
 [ -2.92064884e-01  -3.44821618e-01   9.19574262e-02   2.01792281e-01
   -1.93976272e-01  -6.08730016e-02   1.17169735e-01  -2.63361602e-01
   -2.93914985e-01  -1.19706621e-01]
 [  8.50282288e-02  -2.67943283e-01  -2.85199571e-02   8.91406279e-02
   -7.62670793e-02  -8.60561834e-02   3.21993211e-01  -2.46359609e-04
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 [  2.92553259e-02  -1.72057031e-01  -2.14115478e-01   1.24404132e-01
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   -9.61529969e-02  -9.89586086e-03]
 [ -1.24951981e-01  -1.31193980e-01  -2.02235348e-01   1.47572009e-01
   -6.89765362e-02   1.34524517e-01  -3.25925855e-02  -2.52391870e-01
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 [ -6.00075890e-02  -1.52681559e-01   2.78400044e-01   1.07999947e-01
   -1.90610180e-02  -6.72274726e-02  -5.34110447e-02   1.20049701e-01
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 [  6.34684538e-02  -9.64283781e-02   8.42666925e-02   6.78022130e-02
   -1.15050794e-01  -1.12338550e-02   1.32759174e-01   1.17606764e-01
   -3.19448655e-02  -5.94293792e-02]
 [  1.02379168e-02  -2.50638920e-01  -2.97673164e-01  -6.31965257e-02
   -1.49832735e-01  -9.24802330e-02  -1.94730400e-02   1.59743146e-01
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 [  5.77826443e-02  -9.52293058e-02  -1.10136178e-01   6.75768635e-02
   -3.67659062e-01   3.12153246e-01   3.30095070e-01   2.03943382e-01
   -1.42549391e-01  -3.96206888e-02]
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   -1.70236311e-01  -3.25469444e-01   1.50845966e-01   6.66381765e-03
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   -1.16383390e-02   3.49941902e-02]
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   -1.68822227e-01  -3.70440181e-01]
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 [  1.50303639e-02  -6.29030320e-01  -4.44868049e-02  -1.03834436e-01
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   -3.63249781e-01  -2.16036078e-01]
 [ -1.79628696e-01  -7.27985289e-01  -1.31482026e-02  -2.10664264e-01
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   -7.29541101e-02   9.04214793e-02]
 [ -3.05837526e-01  -5.66291491e-01   5.43041057e-02  -4.55930580e-02
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   -8.72608831e-02  -1.28667957e-01]
 [ -2.24327681e-01  -4.29789475e-01   2.46160628e-01  -2.59021870e-01
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   -2.71875820e-01  -3.76768795e-02]
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   -4.14968396e-02  -1.52903907e-01]
 [  5.64137427e-02   2.53271137e-01   1.44704182e-01  -1.59577424e-01
   -2.00514044e-01   7.80191818e-02  -1.08616430e-01   2.75900342e-01
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 [  3.73798486e-01   4.15651333e-01  -7.32239946e-02   2.95272358e-01
   -9.42209133e-01  -2.87232600e-01  -5.23643324e-01   1.78085359e-01
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 [  7.09674300e-02   9.96859772e-02   2.63610753e-01   2.71297982e-01
   -1.20772280e-03  -2.10934149e-01  -1.88088587e-01  -1.31504367e-01
   -1.12106539e-01  -2.62503987e-01]
 [  2.65230674e-02  -1.43433810e-01  -1.21263814e-01  -6.01445599e-02
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 [  2.30460737e-02  -3.59730967e-02  -6.29328156e-02  -3.36835406e-02
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 [  5.06238392e-02   1.65876014e-01   2.49596278e-01   9.55280177e-02
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   -1.70437076e-01   1.30849194e-01]
 [  1.01629722e-01   1.25622586e-01   1.14821335e-01   3.06840896e-02
   -1.89456307e-01   4.83210667e-02  -7.57380910e-02  -2.70614052e-01
    7.19112381e-03  -5.85227132e-02]
 [  6.96138040e-03   1.72454903e-01   8.86196524e-02  -3.11458352e-02
   -2.67923262e-02   1.67340019e-01  -3.06207012e-02   1.18176996e-01
   -1.08132111e-02   1.86356004e-01]
 [  2.35748367e-01   1.20587310e-01   3.05053162e-02   7.73936053e-02
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   -4.96433295e-02  -1.47794612e-02]
 [  6.11157328e-02   1.18756226e-01   2.21592829e-02   6.01809568e-02
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 [  5.87801856e-02   4.62883412e-01   1.29648022e-01   4.58434687e-01
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   -1.44171788e+00  -6.45099049e-02  -3.36038779e-01   1.48978386e-01
    2.02216689e-01   4.37380271e-01]
 [  1.96425971e-01   2.90305196e-01   2.32138080e-01   9.85473233e-02
   -7.24264457e-01   1.03285858e-01  -1.38204392e-01   1.57808030e-01
    2.01707775e-01   3.16271322e-02]
 [ -9.78597822e-02   2.26515482e-01   2.31889966e-01  -1.72066656e-02
   -1.58139093e-01   1.44568917e-01  -6.38589355e-02  -1.77371309e-02
   -5.76556014e-02   1.85320055e-02]
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   -2.90280619e-01  -1.10024029e-01]
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   -2.11203851e-01   3.04259479e-02]
 [  7.97891520e-03  -4.90858979e-01  -1.29102790e-01  -1.65769287e-01
    3.62915195e-01   2.43637167e-02   2.16927795e-01   1.51638144e-01
   -1.67814541e-01  -2.24676715e-01]
 [ -1.73501108e-02  -4.85653878e-01  -2.08287502e-01  -2.28650931e-01
   -7.30963124e-01   2.88000533e-02   3.81884376e-01  -1.74019640e-01
   -8.66268649e-03  -3.55275153e-01]
 [ -6.49164291e-02  -6.19779927e-02   2.85880172e-01   8.92227205e-02
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   -4.51546756e-02   1.90187168e-02]
 [ -2.88008224e-01  -3.64967216e-02   3.54944075e-02   5.70966525e-02
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   -2.12241869e-02   1.39592036e-01]
 [  1.80896829e-01  -6.63724109e-02  -2.16219985e-01   2.37287596e-04
    1.31415005e-01  -3.28690556e-01   3.29868617e-02  -1.62607498e-01
    4.75782971e-02  -1.26955802e-01]
 [  2.65504052e-01  -2.23536229e-01   8.60976349e-02   6.49509860e-02
    1.07812281e-01  -7.63394349e-02  -1.07942354e-03  -1.31476330e-01
    1.72150388e-01  -9.34839968e-02]
 [ -8.15253568e-02  -1.04121468e-01   1.28874833e-01   1.33644106e-01
    2.59824080e-02  -1.26821004e-01   1.75111227e-01  -7.87058146e-02
    1.90121500e-01   2.76695475e-02]
 [ -1.55501999e-01  -3.50318118e-01   1.34856152e-01  -5.47160955e-01
   -7.63879239e-01   2.01690699e-01   3.04495522e-01  -1.40193352e-01
   -1.40695547e-01   5.29932939e-02]]
[[ 0.6037945 ]
 [ 2.02433805]
 [ 0.21007472]
 [ 0.97065562]
 [-3.07135381]
 [-0.39934801]
 [-1.97541945]
 [ 0.04038156]
 [ 0.6476399 ]
 [ 0.82321561]]
Progress: 87.0% ... Training loss: 0.224 ... Validation loss: 0.402[[  2.37254908e-01   7.14909684e-01  -7.53556075e-02   1.73463146e-01
   -5.72817218e-02  -1.01381312e-01  -9.47906809e-02   1.19830040e-01
    2.21235830e-02   3.42311184e-01]
 [  7.35879075e-03   9.05759736e-02  -2.16877635e-02   4.18644674e-02
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 [ -8.19121704e-02  -1.05209045e-01   1.28736483e-01   1.33017995e-01
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 [ -1.55591517e-01  -3.51396508e-01   1.34819852e-01  -5.47315992e-01
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   -1.40851671e-01   5.30109535e-02]]
[[ 0.58986646]
 [ 2.01268536]
 [ 0.20000198]
 [ 0.96253632]
 [-3.0819014 ]
 [-0.4054811 ]
 [-1.97858983]
 [ 0.03064638]
 [ 0.636985  ]
 [ 0.81281608]]
Progress: 87.1% ... Training loss: 0.228 ... Validation loss: 0.405[[  2.39179238e-01   7.22092036e-01  -7.46525121e-02   1.76759920e-01
   -6.47890089e-02  -1.02567607e-01  -9.87802896e-02   1.19926718e-01
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 [  7.69821954e-03   9.17277985e-02  -2.15864887e-02   4.24323133e-02
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    1.45464350e-01  -2.86140573e-02]
 [  2.13830388e-01   4.54610101e-01  -4.48740664e-04  -9.83224717e-02
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    6.38677698e-02   3.11442570e-01]
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   -3.53178646e-02  -4.45451910e-02]
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   -1.92433274e-01  -2.34360337e-01]
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   -5.98496633e-02   7.88600978e-02   1.35218215e-03  -2.12743276e-02
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   -3.19284885e-02  -5.95272594e-02]
 [  9.03148953e-03  -2.55217022e-01  -2.98154855e-01  -6.52671717e-02
   -1.45660718e-01  -9.16571299e-02  -1.83435403e-02   1.59643972e-01
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[[ 0.60186752]
 [ 2.02225072]
 [ 0.21230457]
 [ 0.97421774]
 [-3.07522859]
 [-0.39558684]
 [-1.9658586 ]
 [ 0.04013218]
 [ 0.64972658]
 [ 0.82537446]]
Progress: 87.2% ... Training loss: 0.224 ... Validation loss: 0.405[[  2.40403289e-01   7.27304005e-01  -7.42184342e-02   1.78586251e-01
   -6.75450293e-02  -1.03173346e-01  -1.02583228e-01   1.20009930e-01
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    6.44621482e-02   3.12455806e-01]
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   -3.58232370e-02  -4.51597938e-02]
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   -2.79185067e-02   1.67134479e-01  -3.23618602e-02   1.18196060e-01
   -1.04942586e-02   1.86846431e-01]
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   -5.08239257e-02  -1.62934756e-02]
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    1.90224997e-01   2.79303611e-02]
 [ -1.54923224e-01  -3.49028520e-01   1.35049756e-01  -5.46509654e-01
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   -1.40135766e-01   5.39837535e-02]]
[[ 0.60864949]
 [ 2.0294715 ]
 [ 0.21756667]
 [ 0.98060384]
 [-3.07205158]
 [-0.39383628]
 [-1.96445269]
 [ 0.0439373 ]
 [ 0.65681462]
 [ 0.83038035]]
Progress: 87.2% ... Training loss: 0.226 ... Validation loss: 0.407[[  2.37910769e-01   7.20780182e-01  -7.50662736e-02   1.74667007e-01
   -5.45252070e-02  -1.01515416e-01  -9.51524383e-02   1.19830431e-01
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   -3.57002834e-02  -4.48709193e-02]
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   -3.19186578e-02  -5.93843291e-02]
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   -8.76952434e-02  -1.29211647e-01]
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 [  7.09480244e-02   9.94708610e-02   2.63604209e-01   2.71206544e-01
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   -1.02467149e-02   1.87219761e-01]
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   -5.09021984e-02  -1.63659236e-02]
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   -1.67684004e-01  -2.24484103e-01]
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   -4.57595257e-02   1.84196442e-02]
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    1.89394451e-01   2.69231433e-02]
 [ -1.54424131e-01  -3.48045590e-01   1.35259296e-01  -5.45621825e-01
   -7.66789331e-01   2.00963054e-01   3.00147814e-01  -1.40144511e-01
   -1.39619039e-01   5.48312559e-02]]
[[ 0.59811697]
 [ 2.02339938]
 [ 0.20916457]
 [ 0.96997144]
 [-3.07995987]
 [-0.40303687]
 [-1.97597077]
 [ 0.03504261]
 [ 0.64676753]
 [ 0.81999949]]
Progress: 87.2% ... Training loss: 0.225 ... Validation loss: 0.402[[  2.38535405e-01   7.23706996e-01  -7.48127145e-02   1.75714466e-01
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   -2.59148839e-02   1.67387209e-01  -3.22545539e-02   1.18175151e-01
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   -4.53681672e-02   1.89587098e-02]
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 [ -8.20362766e-02  -1.05746826e-01   1.28646136e-01   1.32471281e-01
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    1.89397280e-01   2.69786394e-02]
 [ -1.54471845e-01  -3.47312601e-01   1.35246679e-01  -5.45750937e-01
   -7.68359376e-01   2.01037993e-01   3.00178643e-01  -1.40147965e-01
   -1.39697563e-01   5.47786683e-02]]
[[ 0.60567554]
 [ 2.02824013]
 [ 0.21421789]
 [ 0.97645821]
 [-3.07576479]
 [-0.39880518]
 [-1.97261729]
 [ 0.039444  ]
 [ 0.65309961]
 [ 0.82627536]]
Progress: 87.3% ... Training loss: 0.225 ... Validation loss: 0.402[[  2.37489724e-01   7.19663642e-01  -7.52667733e-02   1.73541315e-01
   -5.11862068e-02  -1.00972409e-01  -9.32003135e-02   1.19784969e-01
    2.24198402e-02   3.42895168e-01]
 [  7.78088561e-03   9.12486472e-02  -2.15650248e-02   4.24709051e-02
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    1.45489064e-01  -2.83354778e-02]
 [  2.12445297e-01   4.46311985e-01  -1.04451951e-03  -1.00768882e-01
    8.95082458e-01  -1.93568661e-02  -1.20968215e+00  -4.70952214e-02
    6.21466040e-02   3.09380670e-01]
 [ -1.42618680e-02  -5.11135807e-01  -2.09479882e-01   2.06306570e-01
   -3.43254370e-01   1.84365995e-01   4.21991725e-01   5.67994913e-02
    7.27688963e-02   2.74321371e-01]
 [ -6.37930733e-02   3.84900140e-04  -1.40848877e-01   4.90027230e-02
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   -1.91687276e-01  -9.33128871e-02]
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   -3.62675044e-02  -4.54235283e-02]
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 [  1.84079290e-02  -6.21159832e-01   5.70670196e-02  -1.43185178e-01
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   -3.16831305e-02   2.03442928e-02]
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   -1.93847377e-01  -2.35998617e-01]
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   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
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   -1.93313093e-01  -6.10950421e-02   1.17500072e-01  -2.63342248e-01
   -2.93661911e-01  -1.19238096e-01]
 [  8.49965435e-02  -2.68401193e-01  -2.85421826e-02   8.89702961e-02
   -7.44037014e-02  -8.60428264e-02   3.23019219e-01  -2.52437821e-04
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 [  2.70362543e-02  -1.76402855e-01  -2.14861857e-01   1.20898293e-01
   -5.37946142e-02   7.99914158e-02   4.79056434e-03  -2.13831375e-02
   -9.84903595e-02  -1.26019050e-02]
 [ -1.24617226e-01  -1.29837976e-01  -2.02148258e-01   1.47885028e-01
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   -1.23994896e-01  -1.16437867e-02   1.31728341e-01   1.17652815e-01
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[[ 0.5916316 ]
 [ 2.01921927]
 [ 0.20394645]
 [ 0.96605005]
 [-3.08414504]
 [-0.40836287]
 [-1.98048849]
 [ 0.02951919]
 [ 0.64180319]
 [ 0.8144176 ]]
Progress: 87.3% ... Training loss: 0.226 ... Validation loss: 0.402[[  2.36432934e-01   7.16751066e-01  -7.56696139e-02   1.71589896e-01
   -5.14981425e-02  -1.00244738e-01  -9.02343320e-02   1.19729732e-01
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 [  2.12270024e-01   4.45624546e-01  -1.15594659e-03  -1.01355407e-01
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   -2.01689262e-02   1.68237670e-01  -2.86154411e-02   1.18095006e-01
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[[ 0.58160596]
 [ 2.01314906]
 [ 0.19504811]
 [ 0.95926752]
 [-3.08721255]
 [-0.41455053]
 [-1.98720247]
 [ 0.02202513]
 [ 0.63161581]
 [ 0.80625867]]
Progress: 87.4% ... Training loss: 0.235 ... Validation loss: 0.408[[  2.37418599e-01   7.21031174e-01  -7.53195409e-02   1.73261168e-01
   -5.90269162e-02  -1.00879816e-01  -9.21405341e-02   1.19769065e-01
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[[ 0.59075519]
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 [ 0.63842053]
 [ 0.81606539]]
Progress: 87.5% ... Training loss: 0.225 ... Validation loss: 0.402[[  2.38548747e-01   7.24416526e-01  -7.48798644e-02   1.75187166e-01
   -6.26175042e-02  -1.01658317e-01  -9.34074610e-02   1.19829465e-01
    2.35326324e-02   3.44343351e-01]
 [  7.81754805e-03   9.13500997e-02  -2.15501669e-02   4.25425108e-02
    3.24372999e-02  -5.18190207e-03   3.55840556e-01   3.97961018e-02
    1.45538130e-01  -2.82865890e-02]
 [  2.13330648e-01   4.49667279e-01  -8.88189820e-04  -9.96367862e-02
    8.84469883e-01  -1.98321928e-02  -1.21016928e+00  -4.70945130e-02
    6.31203825e-02   3.10088364e-01]
 [ -1.64132053e-02  -5.18176125e-01  -2.10275253e-01   2.02714981e-01
   -3.38071116e-01   1.86108566e-01   4.27004429e-01   5.67205668e-02
    7.01564017e-02   2.71507301e-01]
 [ -6.28663084e-02   3.69743738e-03  -1.40663380e-01   4.94939242e-02
   -1.65565664e-01  -1.91687855e-01   1.52277197e-01  -1.12976633e-01
   -1.91042217e-01  -9.25035513e-02]
 [ -3.83543008e-01  -6.93920230e-01  -3.01358536e-01   1.43784954e-01
   -4.43959964e-01   2.71994301e-02   4.06495181e-01  -4.25380246e-02
   -3.69866738e-02  -4.62747384e-02]
 [ -2.86626385e-02  -4.69125034e-01   1.72561432e-03   3.88931592e-02
   -3.15820725e-01  -6.45559138e-02   1.78272852e-01  -1.97741046e-01
    1.80990162e-01   3.86403307e-02]
 [  7.61662581e-02  -5.89200914e-01   1.38559926e-02  -1.35865102e-01
   -3.97177057e-01  -3.06477469e-02   1.70430920e-01   1.07713286e-01
    4.11665052e-02  -5.46473702e-02]
 [ -1.70453698e-01  -2.38873854e-01  -2.97139018e-01  -1.32169715e-02
   -2.81536231e-01   5.79525406e-02  -2.02391243e-02  -3.13498428e-02
    2.94209473e-01  -1.21290165e-01]
 [  2.02587959e-02  -6.16593106e-01   5.77691476e-02  -1.40204824e-01
   -6.43039836e-01  -1.04479771e-01   1.80182213e-01  -1.26148013e-01
   -2.96065311e-02   2.25391430e-02]
 [ -6.49691107e-02  -3.10353065e-01   1.37926843e-02  -1.10566478e-01
   -4.18602327e-01  -1.18247491e-02   2.80789883e-01  -1.02744745e-01
    2.21669665e-02  -7.10098490e-02]
 [ -1.63136017e-01  -4.62228530e-01  -7.97628773e-02   8.10925316e-03
   -1.18288955e-01   1.16463857e-01   3.53194141e-01  -2.04458109e-02
   -1.93316115e-01  -2.35138520e-01]
 [ -1.61803433e-01  -1.32991203e-03   5.99090085e-02   1.50245086e-02
   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
 [ -2.91741650e-01  -3.45062178e-01   9.21266417e-02   2.02275415e-01
   -1.92748291e-01  -6.11695751e-02   1.18026885e-01  -2.63335684e-01
   -2.93631354e-01  -1.19219851e-01]
 [  8.41343091e-02  -2.70325378e-01  -2.88440479e-02   8.75363483e-02
   -7.34038871e-02  -8.54350138e-02   3.24117262e-01  -2.92649002e-04
    6.26241101e-03  -2.57841175e-02]
 [  2.77436515e-02  -1.75256384e-01  -2.14600733e-01   1.22150226e-01
   -5.76072378e-02   7.94144380e-02   3.60882710e-03  -2.13496426e-02
   -9.76494169e-02  -1.15841601e-02]
 [ -1.24246240e-01  -1.28234927e-01  -2.02020868e-01   1.48324681e-01
   -6.94566667e-02   1.34041541e-01  -3.63986037e-02  -2.52370343e-01
    6.94992542e-02  -1.95227604e-01]
 [ -5.72871509e-02  -1.45546589e-01   2.79410266e-01   1.12650127e-01
   -3.27681869e-02  -6.90573886e-02  -5.95012432e-02   1.20193738e-01
    9.47148416e-02   7.86391642e-02]
 [  6.52431006e-02  -9.08093937e-02   8.48360921e-02   7.02240905e-02
   -1.28612500e-01  -1.22254823e-02   1.28631739e-01   1.17683895e-01
   -3.00489844e-02  -5.72635374e-02]
 [  7.37940983e-03  -2.60846653e-01  -2.98697082e-01  -6.78633802e-02
   -1.44411946e-01  -9.07731752e-02  -1.56813267e-02   1.59522363e-01
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 [  5.55470168e-02  -1.04168570e-01  -1.11034683e-01   6.35790163e-02
   -3.60059790e-01   3.13835279e-01   3.36987559e-01   2.03782253e-01
   -1.45391862e-01  -4.28841873e-02]
 [  1.78838699e-02   2.63264399e-02   1.28432000e-01   1.37657116e-01
   -4.99756435e-02   9.78808302e-02  -1.03045136e-02  -4.15169956e-02
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 [  1.04330918e-01   6.60811665e-02  -4.55649540e-02  -1.14434311e-01
   -1.72075994e-01  -3.26332153e-01   1.47035429e-01   6.72423258e-03
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 [ -1.17147851e-01  -1.55526389e-01  -1.99923810e-02   5.11037137e-03
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 [ -1.58385788e-01  -1.33940746e-01  -2.02860633e-01  -1.90383594e-02
   -4.03410004e-01  -2.72071079e-03   7.35787531e-02  -2.63147296e-02
   -1.00658520e-02   3.69749518e-02]
 [ -1.86810937e-02  -2.30597027e-01  -7.15995517e-02  -1.09232224e-01
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   -1.68442494e-01  -3.70054817e-01]
 [ -1.19595472e-02  -5.63395287e-01  -3.11971681e-02  -6.92746746e-02
    6.50659491e-01   9.72316694e-02   6.39328147e-01   9.11697180e-02
    3.40565032e-02  -3.89485228e-01]
 [  1.51501326e-02  -6.30388071e-01  -4.44577317e-02  -1.03616838e-01
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   -3.63153074e-01  -2.15867236e-01]
 [ -1.79668314e-01  -7.28587936e-01  -1.31514488e-02  -2.10654377e-01
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   -7.29404043e-02   9.05219298e-02]
 [ -3.06350388e-01  -5.68414161e-01   5.41458012e-02  -4.62716941e-02
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   -8.76887615e-02  -1.29145983e-01]
 [ -2.24282444e-01  -4.30591104e-01   2.46190655e-01  -2.58735739e-01
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   -2.71786387e-01  -3.74345289e-02]
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   -4.21057976e-02  -1.53569608e-01]
 [  5.51289540e-02   2.50261610e-01   1.44240783e-01  -1.61346358e-01
   -2.00460132e-01   7.88386353e-02  -1.03752635e-01   2.75803059e-01
    1.18182532e-02   1.14547089e-01]
 [  3.72717056e-01   4.10749744e-01  -7.37415277e-02   2.92134847e-01
   -9.40445724e-01  -2.85903647e-01  -5.16694465e-01   1.78029642e-01
    4.08929469e-01   8.92714047e-03]
 [  7.09619570e-02   9.97188470e-02   2.63607641e-01   2.71266693e-01
   -1.22435209e-04  -2.10867920e-01  -1.87295220e-01  -1.31509299e-01
   -1.12109304e-01  -2.62565587e-01]
 [  2.69308283e-02  -1.42413827e-01  -1.21115098e-01  -5.96543439e-02
    2.59977662e-01   3.46874071e-02  -3.39836066e-02  -1.86277974e-01
    3.21325122e-02   2.08412776e-01]
 [  2.38142435e-02  -3.48215978e-02  -6.26647732e-02  -3.28034353e-02
    3.23548775e-02  -1.94757249e-01  -7.46356834e-03   1.08741020e-02
    5.35433380e-02   2.28849985e-02]
 [  5.08948201e-02   1.66104609e-01   2.49685427e-01   9.57867691e-02
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   -1.70396162e-01   1.31228347e-01]
 [  1.02939496e-01   1.30026304e-01   1.15224744e-01   3.24462269e-02
   -1.92730688e-01   4.73543783e-02  -7.97656226e-02  -2.70546084e-01
    8.50247764e-03  -5.67016344e-02]
 [  7.33191481e-03   1.73504385e-01   8.86869422e-02  -3.12506730e-02
   -2.65203646e-02   1.67046443e-01  -3.43086512e-02   1.18159359e-01
   -1.06021516e-02   1.86768465e-01]
 [  2.34177728e-01   1.14740603e-01   2.99278868e-02   7.45418841e-02
    3.14334256e-02  -3.35140950e-02  -2.86876300e-01   1.47816741e-01
   -5.15926042e-02  -1.71254351e-02]
 [  6.03591682e-02   1.16112647e-01   2.18629260e-02   5.87754073e-02
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 [  5.90946713e-02   4.63925410e-01   1.29733758e-01   4.59032753e-01
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    3.07294294e-01   3.43297183e-01]
 [  1.52553996e-01   4.50579815e-01   6.35827667e-02   4.14059931e-01
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    2.03048978e-01   4.37971174e-01]
 [  1.97282614e-01   2.94442091e-01   2.32512402e-01   1.00379566e-01
   -7.32682190e-01   1.02588872e-01  -1.40604782e-01   1.57860402e-01
    2.02858967e-01   3.31374944e-02]
 [ -9.73502976e-02   2.29127607e-01   2.32073185e-01  -1.62519294e-02
   -1.64394998e-01   1.44261645e-01  -6.58855669e-02  -1.77060884e-02
   -5.70889432e-02   1.92964709e-02]
 [ -1.14713093e-01  -6.47509339e-04   1.85395513e-02   7.12939197e-02
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   -2.89663668e-01  -1.09334407e-01]
 [ -2.27813951e-01  -8.74767057e-02  -9.61509463e-02  -3.49240638e-01
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   -2.11238209e-01   3.03994989e-02]
 [  8.74390711e-03  -4.90229861e-01  -1.28854874e-01  -1.64589077e-01
    3.59669040e-01   2.38462484e-02   2.15019829e-01   1.51680541e-01
   -1.66989675e-01  -2.23593289e-01]
 [ -2.05549455e-02  -4.93672923e-01  -2.09497639e-01  -2.34663001e-01
   -7.37272959e-01   3.11677792e-02   3.89329478e-01  -1.74250549e-01
   -1.22072343e-02  -3.60109049e-01]
 [ -6.41290333e-02  -6.13590774e-02   2.86120461e-01   9.03814027e-02
    1.50155021e-01   4.13833586e-02   2.50562222e-02  -2.91813907e-01
   -4.44697960e-02   2.01532575e-02]
 [ -2.86516180e-01  -3.24199890e-02   3.60071126e-02   5.96347363e-02
    1.65746537e-01  -2.12645254e-01  -2.63364331e-02   2.37249580e-01
   -1.97103358e-02   1.41293367e-01]
 [  1.83997053e-01  -6.10281606e-02  -2.15140283e-01   5.50229302e-03
    1.19006972e-01  -3.30942901e-01   2.40027604e-02  -1.62436762e-01
    5.10062194e-02  -1.22754142e-01]
 [  2.63164668e-01  -2.32169198e-01   8.52987669e-02   6.14983579e-02
    1.21409571e-01  -7.48335353e-02   7.88048153e-03  -1.31627722e-01
    1.69652936e-01  -9.65099286e-02]
 [ -7.97043645e-02  -1.00647161e-01   1.29482673e-01   1.36200561e-01
    2.55527325e-02  -1.27947319e-01   1.69664316e-01  -7.86356329e-02
    1.91903573e-01   3.02445195e-02]
 [ -1.56165678e-01  -3.52374933e-01   1.34614230e-01  -5.49130258e-01
   -7.70557191e-01   2.02158985e-01   3.06196417e-01  -1.40252471e-01
   -1.41580600e-01   5.24733987e-02]]
[[ 0.60118601]
 [ 2.03047918]
 [ 0.2171909 ]
 [ 0.97756741]
 [-3.07656803]
 [-0.40005185]
 [-1.96950955]
 [ 0.03891754]
 [ 0.65182743]
 [ 0.82598429]]
Progress: 87.5% ... Training loss: 0.224 ... Validation loss: 0.406[[  2.37998775e-01   7.22092779e-01  -7.51615285e-02   1.73865642e-01
   -5.85616285e-02  -1.01169098e-01  -9.28929073e-02   1.19770994e-01
    2.26306649e-02   3.43429647e-01]
 [  7.81754805e-03   9.13500997e-02  -2.15501669e-02   4.25425108e-02
    3.24372999e-02  -5.18190207e-03   3.55840556e-01   3.97961018e-02
    1.45538130e-01  -2.82865890e-02]
 [  2.10659608e-01   4.39409078e-01  -1.96173052e-03  -1.04736494e-01
    8.93877591e-01  -1.79316730e-02  -1.20390019e+00  -4.72937599e-02
    6.01029226e-02   3.06437714e-01]
 [ -1.73829791e-02  -5.18730255e-01  -2.10674037e-01   2.01022112e-01
   -3.39591011e-01   1.86888314e-01   4.27438769e-01   5.66489301e-02
    6.91365421e-02   2.70279605e-01]
 [ -6.42651807e-02   6.79424507e-04  -1.41080194e-01   4.76486040e-02
   -1.57114857e-01  -1.90991710e-01   1.57867353e-01  -1.13040601e-01
   -1.92168093e-01  -9.38752644e-02]
 [ -3.82590850e-01  -6.91122357e-01  -3.01039930e-01   1.45298789e-01
   -4.45343250e-01   2.66118032e-02   4.03787455e-01  -4.24810413e-02
   -3.60392502e-02  -4.51730833e-02]
 [ -2.96057684e-02  -4.72368077e-01   1.35774325e-03   3.72305167e-02
   -3.12050916e-01  -6.39190553e-02   1.80587684e-01  -1.97803254e-01
    1.79874030e-01   3.73008444e-02]
 [  7.51590601e-02  -5.92867977e-01   1.34545745e-02  -1.37709516e-01
   -3.96092135e-01  -2.99086078e-02   1.72468047e-01   1.07633964e-01
    4.00004881e-02  -5.60697553e-02]
 [ -1.70473634e-01  -2.38913609e-01  -2.97151534e-01  -1.32437513e-02
   -2.81392712e-01   5.79415309e-02  -2.05546869e-02  -3.13528178e-02
    2.94127827e-01  -1.21308791e-01]
 [  2.08759547e-02  -6.17522972e-01   5.79002509e-02  -1.39607063e-01
   -6.41690070e-01  -1.04791012e-01   1.78715931e-01  -1.26129287e-01
   -2.92360457e-02   2.31683921e-02]
 [ -6.59324485e-02  -3.12073933e-01   1.34558163e-02  -1.12067176e-01
   -4.17371896e-01  -1.11910000e-02   2.82007015e-01  -1.02805239e-01
    2.11137660e-02  -7.23169371e-02]
 [ -1.63807943e-01  -4.63729784e-01  -8.00203133e-02   6.99218724e-03
   -1.17254191e-01   1.16918710e-01   3.54771960e-01  -2.04915633e-02
   -1.94049770e-01  -2.36139524e-01]
 [ -1.61803433e-01  -1.32991203e-03   5.99090085e-02   1.50245086e-02
   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
 [ -2.91295675e-01  -3.43693234e-01   9.23048670e-02   2.03149440e-01
   -1.93363452e-01  -6.14649185e-02   1.16977816e-01  -2.63309591e-01
   -2.93201853e-01  -1.18686714e-01]
 [  8.41687262e-02  -2.69967583e-01  -2.88339359e-02   8.75667029e-02
   -7.35894202e-02  -8.54353444e-02   3.23620895e-01  -2.91646414e-04
    6.28120632e-03  -2.57991220e-02]
 [  2.84528043e-02  -1.73493280e-01  -2.14376321e-01   1.23174143e-01
   -5.86987252e-02   7.89665110e-02   1.86847624e-03  -2.13022626e-02
   -9.68591060e-02  -1.06908477e-02]
 [ -1.24439809e-01  -1.28585956e-01  -2.02102248e-01   1.47954120e-01
   -6.94674839e-02   1.34166528e-01  -3.62270623e-02  -2.52382676e-01
    6.92450129e-02  -1.95581369e-01]
 [ -5.74968046e-02  -1.46629615e-01   2.79340299e-01   1.12367431e-01
   -3.15942104e-02  -6.89270643e-02  -5.85953236e-02   1.20183380e-01
    9.45112056e-02   7.84542685e-02]
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 [ -8.00842450e-02  -1.01822259e-01   1.29349101e-01   1.35565765e-01
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    1.91450814e-01   2.96952141e-02]
 [ -1.57124463e-01  -3.54482500e-01   1.34280879e-01  -5.50641376e-01
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   -1.42653048e-01   5.12248169e-02]]
[[ 0.59572224]
 [ 2.02612933]
 [ 0.21309454]
 [ 0.97443546]
 [-3.08112692]
 [-0.40429341]
 [-1.97077872]
 [ 0.03468206]
 [ 0.64698045]
 [ 0.81986106]]
Progress: 87.5% ... Training loss: 0.224 ... Validation loss: 0.406[[  2.37885751e-01   7.24152279e-01  -7.50344431e-02   1.74508838e-01
   -6.29138697e-02  -1.01422172e-01  -9.37068967e-02   1.19793712e-01
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 [  8.26489529e-03   9.27456594e-02  -2.13667132e-02   4.33468641e-02
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    1.46077344e-01  -2.76072711e-02]
 [  2.14485941e-01   4.53457406e-01  -4.52852835e-04  -9.82566606e-02
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    6.46083972e-02   3.12294855e-01]
 [ -1.72330883e-02  -5.16681984e-01  -2.10539935e-01   2.02005613e-01
   -3.40541868e-01   1.86944022e-01   4.24177617e-01   5.66482450e-02
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 [ -6.86662295e-02  -1.52004198e-02  -1.42655736e-01   4.06693130e-02
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   -1.96901220e-01  -9.99890994e-02]
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   -3.64091834e-02  -4.57638268e-02]
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   -1.94577854e-01  -2.36820904e-01]
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   -2.86738247e-02  -5.53800808e-02]
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   -1.68140667e-01  -3.69750206e-01]
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 [  1.50255801e-02  -6.30761570e-01  -4.45055522e-02  -1.03834658e-01
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   -3.63285159e-01  -2.16043440e-01]
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 [  7.07119046e-02   9.89743093e-02   2.63523510e-01   2.70814755e-01
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 [  5.06722594e-02   1.65567837e-01   2.49613333e-01   9.54333633e-02
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   -1.70600540e-01   1.30989282e-01]
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   -1.91545722e-01   4.71162104e-02  -8.05339391e-02  -2.70525269e-01
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 [  6.78311366e-03   1.71804468e-01   8.84668453e-02  -3.23981654e-02
   -2.38632437e-02   1.67411774e-01  -3.22500034e-02   1.18120442e-01
   -1.12190047e-02   1.86020164e-01]
 [  2.34451797e-01   1.15383187e-01   3.00044796e-02   7.48783408e-02
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   -5.13336387e-02  -1.68854775e-02]
 [  6.02189051e-02   1.15929001e-01   2.18132751e-02   5.85763541e-02
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   -7.35103082e-01   1.02397249e-01  -1.41081957e-01   1.57876047e-01
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   -5.76438134e-02   1.85710580e-02]
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   -1.67081535e-01  -2.23725468e-01]
 [ -2.13929602e-02  -4.97011061e-01  -2.09871901e-01  -2.36347666e-01
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 [ -6.43347496e-02  -6.20884622e-02   2.86061427e-01   9.01777233e-02
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   -4.46251658e-02   1.99141833e-02]
 [ -2.85723168e-01  -3.07721162e-02   3.62862975e-02   6.09459684e-02
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   -1.89182676e-02   1.42230556e-01]
 [  1.84902920e-01  -5.86514584e-02  -2.14764455e-01   7.11941316e-03
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 [  2.64343075e-01  -2.27126648e-01   8.58308697e-02   6.40271510e-02
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 [ -8.00825569e-02  -1.02003157e-01   1.29355393e-01   1.35606789e-01
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    1.91480395e-01   2.97101826e-02]
 [ -1.57691800e-01  -3.55124032e-01   1.34079979e-01  -5.51797187e-01
   -7.70222752e-01   2.03104417e-01   3.10148467e-01  -1.40354295e-01
   -1.43253717e-01   5.04708230e-02]]
[[ 0.60558874]
 [ 2.03201661]
 [ 0.21966421]
 [ 0.97916916]
 [-3.07292387]
 [-0.39932372]
 [-1.97415322]
 [ 0.04191278]
 [ 0.65501856]
 [ 0.82796214]]
Progress: 87.6% ... Training loss: 0.225 ... Validation loss: 0.407[[  2.38057651e-01   7.26596032e-01  -7.49822785e-02   1.74503767e-01
   -6.04765435e-02  -1.01375726e-01  -9.50004957e-02   1.19802790e-01
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 [  8.24971844e-03   9.27143837e-02  -2.13726431e-02   4.33217225e-02
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    1.46059627e-01  -2.76293760e-02]
 [  2.15709562e-01   4.56723977e-01  -1.17970842e-04  -9.69849368e-02
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    6.57660260e-02   3.13653124e-01]
 [ -1.87900726e-02  -5.20076598e-01  -2.10946274e-01   1.99840079e-01
   -3.36735154e-01   1.87743616e-01   4.26172852e-01   5.65540573e-02
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 [ -6.31659367e-02   1.72632301e-03  -1.40586525e-01   4.97552276e-02
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   -1.90875093e-01  -9.24493394e-02]
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   -3.68842434e-02  -4.65358286e-02]
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   -2.77700722e-01   5.85987192e-02  -1.78896097e-02  -3.14126692e-02
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   -2.89165683e-02   2.35486473e-02]
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   -1.94906751e-01  -2.37289157e-01]
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   -1.64791486e-01  -2.17104032e-01  -1.70285129e-01  -1.97629135e-01
    8.05557640e-02   1.66173637e-01]
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   -2.93214350e-01  -1.18755484e-01]
 [  8.41559312e-02  -2.69871608e-01  -2.88314514e-02   8.76059496e-02
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   -5.94856961e-02   7.89113396e-02   1.80904812e-03  -2.12973690e-02
   -9.67727919e-02  -1.08133998e-02]
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 [  6.63702641e-02  -8.64806331e-02   8.52613863e-02   7.20512090e-02
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   -2.87958583e-02  -5.55306950e-02]
 [  7.29368346e-03  -2.61016285e-01  -2.98733951e-01  -6.82508403e-02
   -1.46333068e-01  -9.07030966e-02  -1.59857098e-02   1.59502694e-01
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 [  5.60213219e-02  -1.01696219e-01  -1.10799323e-01   6.44876123e-02
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   -1.44785501e-01  -4.22948403e-02]
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   -1.68577625e-01  -3.70293525e-01]
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 [  1.47877850e-02  -6.31208001e-01  -4.45911379e-02  -1.04239028e-01
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   -3.63557475e-01  -2.16381406e-01]
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 [  7.04650352e-02   9.83272035e-02   2.63445061e-01   2.70426108e-01
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 [  2.76783196e-02  -1.40963518e-01  -1.20879973e-01  -5.86420755e-02
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   -5.07614745e-02  -1.61729321e-02]
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 [ -1.56588112e-01  -3.50923717e-01   1.34485881e-01  -5.50104516e-01
   -7.76619622e-01   2.02384783e-01   3.07206483e-01  -1.40279316e-01
   -1.42085428e-01   5.19785093e-02]]
[[ 0.6079215 ]
 [ 2.03725437]
 [ 0.22273669]
 [ 0.98150172]
 [-3.07582235]
 [-0.3987518 ]
 [-1.97504217]
 [ 0.04221721]
 [ 0.65658824]
 [ 0.83081822]]
Progress: 87.7% ... Training loss: 0.226 ... Validation loss: 0.404[[  2.37722543e-01   7.27992549e-01  -7.50845007e-02   1.74001574e-01
   -5.91852650e-02  -1.01192050e-01  -9.66863374e-02   1.19778976e-01
    2.25053981e-02   3.43045674e-01]
 [  7.41706707e-03   8.99511301e-02  -2.16695482e-02   4.19732356e-02
    3.18179318e-02  -5.00327873e-03   3.57645959e-01   3.97686514e-02
    1.45318682e-01  -2.87635134e-02]
 [  2.17678473e-01   4.61571733e-01   5.97453275e-04  -9.41039346e-02
    8.69976891e-01  -2.27331583e-02  -1.22290677e+00  -4.68356968e-02
    6.79983566e-02   3.16190996e-01]
 [ -1.68001241e-02  -5.12248326e-01  -2.10230055e-01   2.03659815e-01
   -3.46208787e-01   1.86635265e-01   4.19457070e-01   5.66848159e-02
    6.96024677e-02   2.70677232e-01]
 [ -6.28384319e-02   1.63958469e-03  -1.40506609e-01   4.99530258e-02
   -1.52018771e-01  -1.91897537e-01   1.57792356e-01  -1.12886124e-01
   -1.90652820e-01  -9.23671758e-02]
 [ -3.84850259e-01  -6.96387401e-01  -3.01858083e-01   1.41761827e-01
   -4.42739742e-01   2.80947089e-02   4.07945846e-01  -4.26375851e-02
   -3.86558742e-02  -4.86254344e-02]
 [ -2.87472820e-02  -4.68849906e-01   1.69836419e-03   3.86383816e-02
   -3.16374097e-01  -6.45784465e-02   1.78594563e-01  -1.97742433e-01
    1.80882401e-01   3.87258893e-02]
 [  7.78224843e-02  -5.83630391e-01   1.45357312e-02  -1.33161376e-01
   -4.07673226e-01  -3.18848598e-02   1.63246035e-01   1.07821587e-01
    4.30543378e-02  -5.24836305e-02]
 [ -1.71952166e-01  -2.43471079e-01  -2.97617231e-01  -1.56629364e-02
   -2.77042774e-01   5.88674909e-02  -1.61824006e-02  -3.14446922e-02
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 [  1.96396761e-02  -6.17545798e-01   5.75192036e-02  -1.41850707e-01
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   -3.04934253e-02   2.13329477e-02]
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   -4.28231740e-01  -1.29905392e-02   2.74530735e-01  -1.02624558e-01
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   -1.17627714e-01   1.17752257e-01   3.58064694e-01  -2.05790068e-02
   -1.95476627e-01  -2.37862793e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.92183117e-01  -3.46185973e-01   9.19850187e-02   2.01872913e-01
   -1.92457028e-01  -6.09083272e-02   1.18884582e-01  -2.63376924e-01
   -2.94239206e-01  -1.20047182e-01]
 [  8.32945187e-02  -2.71735856e-01  -2.91345999e-02   8.63086707e-02
   -7.21754797e-02  -8.48550867e-02   3.24789181e-01  -3.51864497e-04
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 [  2.86324968e-02  -1.72961817e-01  -2.14306440e-01   1.23415836e-01
   -6.04409689e-02   7.88090516e-02   1.74014353e-03  -2.12838484e-02
   -9.66271082e-02  -1.05421791e-02]
 [ -1.25328240e-01  -1.30730133e-01  -2.02410254e-01   1.46485114e-01
   -6.39926533e-02   1.34769583e-01  -3.41169715e-02  -2.52428730e-01
    6.82324962e-02  -1.96780176e-01]
 [ -5.73383314e-02  -1.46249665e-01   2.79388239e-01   1.12534586e-01
   -3.27236755e-02  -6.90570362e-02  -5.89289863e-02   1.20196549e-01
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 [  6.56226027e-02  -8.86150988e-02   8.49803282e-02   7.07925728e-02
   -1.31675282e-01  -1.25177868e-02   1.26589592e-01   1.17688913e-01
   -2.96190072e-02  -5.65902105e-02]
 [  7.31873123e-03  -2.61112894e-01  -2.98745978e-01  -6.82558053e-02
   -1.45687860e-01  -9.07157880e-02  -1.66307422e-02   1.59502568e-01
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 [  5.57861966e-02  -1.02525933e-01  -1.10889634e-01   6.40886395e-02
   -3.61777704e-01   3.13583233e-01   3.34699840e-01   2.03799091e-01
   -1.45049971e-01  -4.26350228e-02]
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   -1.05051583e-02   3.64418651e-02]
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   -1.68830700e-01  -3.70629551e-01]
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 [  1.48534756e-02  -6.31275847e-01  -4.45607377e-02  -1.04109929e-01
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   -3.63497686e-01  -2.16284479e-01]
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   -7.33338662e-02   9.00565328e-02]
 [ -3.06451348e-01  -5.69142388e-01   5.41002813e-02  -4.64304621e-02
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   -8.77878426e-02  -1.29285206e-01]
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   -2.72063927e-01  -3.77813812e-02]
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   -4.19547537e-02  -1.53368124e-01]
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 [  3.73844021e-01   4.16397559e-01  -7.32037264e-02   2.94348401e-01
   -9.47040707e-01  -2.86762095e-01  -5.22723990e-01   1.78112844e-01
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 [  7.03350617e-02   9.78154824e-02   2.63402901e-01   2.70191062e-01
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   -1.12825801e-01  -2.63526550e-01]
 [  2.76403776e-02  -1.41217268e-01  -1.20887613e-01  -5.87228452e-02
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 [  2.33097540e-02  -3.63447328e-02  -6.28593943e-02  -3.37548902e-02
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 [  5.07081381e-02   1.65842747e-01   2.49633490e-01   9.55016996e-02
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   -1.70655005e-01   1.30972009e-01]
 [  1.03670687e-01   1.31886030e-01   1.15500491e-01   3.35581588e-02
   -1.92107065e-01   4.67929089e-02  -8.17332725e-02  -2.70495238e-01
    9.29400854e-03  -5.55986680e-02]
 [  6.40663793e-03   1.70512083e-01   8.83018895e-02  -3.31431141e-02
   -2.21309982e-02   1.67718306e-01  -3.17494883e-02   1.18087459e-01
   -1.17317726e-02   1.85420965e-01]
 [  2.35139745e-01   1.17779689e-01   3.02351887e-02   7.58147608e-02
    2.79869810e-02  -3.41636517e-02  -2.89586620e-01   1.47871948e-01
   -5.05579576e-02  -1.60452963e-02]
 [  6.15579270e-02   1.20093168e-01   2.22851925e-02   6.05540945e-02
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 [  5.72193234e-02   4.58540479e-01   1.29038394e-01   4.55847591e-01
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 [  1.97617267e-01   2.96361951e-01   2.32712862e-01   1.01409256e-01
   -7.36592268e-01   1.02198764e-01  -1.41544339e-01   1.57898474e-01
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 [ -9.81250408e-02   2.27423803e-01   2.31796888e-01  -1.74057566e-02
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   -5.78958156e-02   1.82695044e-02]
 [ -1.14508491e-01   2.38222527e-04   1.86290026e-02   7.17151000e-02
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   -2.89404755e-01  -1.09016536e-01]
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   -2.11294520e-01   3.03133543e-02]
 [  8.02861237e-03  -4.92132440e-01  -1.29115116e-01  -1.65760225e-01
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   -1.67761987e-01  -2.24587317e-01]
 [ -2.26368948e-02  -5.00074141e-01  -2.10318103e-01  -2.38359888e-01
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   -1.47206198e-02  -3.63297307e-01]
 [ -6.50481842e-02  -6.39773032e-02   2.85796850e-01   8.90252947e-02
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   -4.54582758e-02   1.86731553e-02]
 [ -2.86206707e-01  -3.21881806e-02   3.61099856e-02   5.99881738e-02
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   -1.94215411e-02   1.41421336e-01]
 [  1.85409933e-01  -5.62097163e-02  -2.14491592e-01   8.31191637e-03
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    5.25821198e-02  -1.20752175e-01]
 [  2.62620420e-01  -2.33851702e-01   8.51430333e-02   6.09718638e-02
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    1.69336362e-01  -9.67537685e-02]
 [ -8.06587378e-02  -1.03400715e-01   1.29123944e-01   1.34627863e-01
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    1.90795037e-01   2.88067616e-02]
 [ -1.54622444e-01  -3.45188430e-01   1.35195931e-01  -5.47161275e-01
   -7.83413174e-01   2.01088817e-01   3.02111303e-01  -1.40143431e-01
   -1.39922474e-01   5.45478274e-02]]
[[ 0.60336183]
 [ 2.03397318]
 [ 0.21544362]
 [ 0.97151049]
 [-3.07901527]
 [-0.40313399]
 [-1.98499377]
 [ 0.03724795]
 [ 0.64988895]
 [ 0.82641068]]
Progress: 87.7% ... Training loss: 0.223 ... Validation loss: 0.399[[  2.36118230e-01   7.22899875e-01  -7.56788563e-02   1.71351066e-01
   -5.34236953e-02  -1.00045867e-01  -9.04671609e-02   1.19679455e-01
    2.08171909e-02   3.40923364e-01]
 [  7.92070961e-03   9.15947742e-02  -2.15179303e-02   4.27499768e-02
    2.79515883e-02  -5.32343928e-03   3.56088666e-01   3.97978693e-02
    1.45806048e-01  -2.81550692e-02]
 [  2.18358125e-01   4.61527399e-01   8.09252783e-04  -9.26898187e-02
    8.68787919e-01  -2.31867807e-02  -1.22358646e+00  -4.67889077e-02
    6.87555378e-02   3.17170322e-01]
 [ -1.75170650e-02  -5.11316275e-01  -2.10447620e-01   2.02334057e-01
   -3.46904708e-01   1.87148624e-01   4.19392329e-01   5.66295921e-02
    6.87882310e-02   2.69522491e-01]
 [ -6.12630704e-02   4.06890240e-03  -1.39933424e-01   5.23757938e-02
   -1.57275386e-01  -1.92964452e-01   1.52707315e-01  -1.12797028e-01
   -1.88918192e-01  -9.05520271e-02]
 [ -3.84430211e-01  -6.95640384e-01  -3.01735118e-01   1.42295024e-01
   -4.44021756e-01   2.78716538e-02   4.06997989e-01  -4.26161697e-02
   -3.82552998e-02  -4.80959973e-02]
 [ -2.96918763e-02  -4.72009452e-01   1.36469516e-03   3.71731970e-02
   -3.13365460e-01  -6.39375570e-02   1.81783761e-01  -1.97796437e-01
    1.79920986e-01   3.76151218e-02]
 [  7.74535599e-02  -5.85513987e-01   1.43538644e-02  -1.33747817e-01
   -4.05540107e-01  -3.15949590e-02   1.64231933e-01   1.07796415e-01
    4.25724376e-02  -5.30945954e-02]
 [ -1.72899582e-01  -2.46163482e-01  -2.97927208e-01  -1.72605502e-02
   -2.76130489e-01   5.94769948e-02  -1.34753377e-02  -3.15067582e-02
    2.91719849e-01  -1.24651502e-01]
 [  1.79799830e-02  -6.23500587e-01   5.68995372e-02  -1.44657466e-01
   -6.34990532e-01  -1.03023455e-01   1.84470837e-01  -1.26317808e-01
   -3.23395358e-02   1.90567339e-02]
 [ -6.30919288e-02  -3.03043681e-01   1.45738130e-02  -1.07280986e-01
   -4.28941474e-01  -1.31773730e-02   2.74422651e-01  -1.02606707e-01
    2.44018619e-02  -6.86266586e-02]
 [ -1.65644725e-01  -4.70389638e-01  -8.06313604e-02   4.33931647e-03
   -1.16647533e-01   1.18101183e-01   3.59626545e-01  -2.06082287e-02
   -1.96030875e-01  -2.38461460e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.92087289e-01  -3.45960413e-01   9.20082800e-02   2.01941319e-01
   -1.92494582e-01  -6.09397857e-02   1.18557669e-01  -2.63372953e-01
   -2.94141728e-01  -1.19933414e-01]
 [  8.35926679e-02  -2.71102771e-01  -2.90253698e-02   8.68021432e-02
   -7.28510285e-02  -8.50456232e-02   3.24187918e-01  -3.33796612e-04
    5.60529287e-03  -2.67138757e-02]
 [  2.90362119e-02  -1.72045306e-01  -2.14166795e-01   1.24026610e-01
   -6.12834849e-02   7.85315860e-02   7.98332355e-04  -2.12587491e-02
   -9.61971316e-02  -9.86728050e-03]
 [ -1.26245889e-01  -1.33572420e-01  -2.02742972e-01   1.45011105e-01
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[[ 0.59710191]
 [ 2.0304294 ]
 [ 0.21038281]
 [ 0.96616911]
 [-3.08350266]
 [-0.40980798]
 [-1.99307397]
 [ 0.03018692]
 [ 0.64216428]
 [ 0.8197953 ]]
Progress: 87.8% ... Training loss: 0.223 ... Validation loss: 0.399[[  2.35172916e-01   7.19528663e-01  -7.60297858e-02   1.69546168e-01
   -4.85718059e-02  -9.94152410e-02  -8.82204874e-02   1.19630156e-01
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   -3.72480540e-02  -4.69048722e-02]
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   -1.87946972e-01   4.73414347e-02  -8.00227328e-02  -2.70545138e-01
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 [  7.46311002e-03   1.73874905e-01   8.86433803e-02  -3.15743311e-02
   -2.59256607e-02   1.66991583e-01  -3.45026364e-02   1.18137915e-01
   -1.06299220e-02   1.86819926e-01]
 [  2.34990748e-01   1.17327629e-01   3.01890752e-02   7.54500039e-02
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   -5.06930566e-02  -1.62350875e-02]
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 [  1.97348915e-01   2.95916537e-01   2.32625911e-01   1.01022009e-01
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   -1.67564748e-01  -2.24338796e-01]
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 [ -2.87023848e-01  -3.47786990e-02   3.58219928e-02   5.85910058e-02
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 [  1.84558381e-01  -6.03520525e-02  -2.14807493e-01   6.77327948e-03
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 [ -8.11373660e-02  -1.05122402e-01   1.28945302e-01   1.33772776e-01
    3.09304036e-02  -1.26931106e-01   1.72854131e-01  -7.87305131e-02
    1.90285186e-01   2.80889577e-02]
 [ -1.54971268e-01  -3.46599224e-01   1.35105402e-01  -5.48033995e-01
   -7.85885143e-01   2.01314668e-01   3.01338798e-01  -1.40174774e-01
   -1.40190806e-01   5.43417121e-02]]
[[ 0.59959035]
 [ 2.0267277 ]
 [ 0.21145095]
 [ 0.96863654]
 [-3.0814972 ]
 [-0.40403588]
 [-1.98405852]
 [ 0.03410801]
 [ 0.64309278]
 [ 0.8207312 ]]
Progress: 87.8% ... Training loss: 0.223 ... Validation loss: 0.399[[  2.35609645e-01   7.22927542e-01  -7.58085587e-02   1.70493811e-01
   -4.78202604e-02  -9.98337863e-02  -8.99049005e-02   1.19661156e-01
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 [  8.43500624e-03   9.35537554e-02  -2.13327395e-02   4.35770987e-02
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 [  2.16030089e-01   4.55624278e-01   6.00266638e-06  -9.69765921e-02
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    6.64221903e-02   3.14305665e-01]
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   -3.74318915e-02  -4.71902703e-02]
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   -1.95660030e-01  -2.37924336e-01]
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   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
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   -2.94025348e-01  -1.19851447e-01]
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   -6.34735521e-02   7.76922967e-02  -2.67252923e-03  -2.11922707e-02
   -9.49090070e-02  -8.36409248e-03]
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   -2.90480513e-02  -5.59681073e-02]
 [  6.51107341e-03  -2.63355142e-01  -2.99060603e-01  -6.95950963e-02
   -1.42492827e-01  -9.01918954e-02  -1.52853081e-02   1.59453295e-01
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 [  5.69490879e-02  -9.85458289e-02  -1.10492508e-01   6.57660966e-02
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   -1.68279348e-01  -3.70005717e-01]
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 [  1.48379116e-02  -6.31747683e-01  -4.45718821e-02  -1.04172946e-01
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   -3.63514020e-01  -2.16290219e-01]
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   -8.82220516e-02  -1.29791677e-01]
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 [  3.74790612e-01   4.18704856e-01  -7.28497129e-02   2.95797981e-01
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 [  7.06960333e-02   9.82695562e-02   2.63540443e-01   2.70711419e-01
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   -5.09878968e-02  -1.66374916e-02]
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    1.90699592e-01   2.85653100e-02]
 [ -1.55382296e-01  -3.47412059e-01   1.34929548e-01  -5.48763105e-01
   -7.86059619e-01   2.01620779e-01   3.02947474e-01  -1.40200239e-01
   -1.40655295e-01   5.38377620e-02]]
[[ 0.59961166]
 [ 2.0286304 ]
 [ 0.21102114]
 [ 0.96950841]
 [-3.08429915]
 [-0.4071757 ]
 [-1.98674719]
 [ 0.03397621]
 [ 0.64212816]
 [ 0.81956727]]
Progress: 87.8% ... Training loss: 0.223 ... Validation loss: 0.399[[  2.36226690e-01   7.25099052e-01  -7.55168855e-02   1.71931638e-01
   -4.98305245e-02  -1.00317223e-01  -9.13026348e-02   1.19704110e-01
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 [  8.73043670e-03   9.46196609e-02  -2.12270273e-02   4.40390714e-02
    2.32678457e-02  -5.88666567e-03   3.53691544e-01   3.98464160e-02
    1.46648664e-01  -2.71153175e-02]
 [  2.16192496e-01   4.53903015e-01   9.90990391e-05  -9.63780601e-02
    8.77919126e-01  -2.19567936e-02  -1.22113068e+00  -4.68991298e-02
    6.66421513e-02   3.14708007e-01]
 [ -1.83502141e-02  -5.11620847e-01  -2.10683511e-01   2.01747130e-01
   -3.43539982e-01   1.88067007e-01   4.23695849e-01   5.65718693e-02
    6.76345340e-02   2.68601972e-01]
 [ -6.31118468e-02  -5.25583871e-03  -1.40609050e-01   4.91873649e-02
   -1.44544045e-01  -1.92051582e-01   1.57714759e-01  -1.12893094e-01
   -1.91119291e-01  -9.35186664e-02]
 [ -3.83372582e-01  -6.94646195e-01  -3.01432715e-01   1.43713135e-01
   -4.47066694e-01   2.71125432e-02   4.04024046e-01  -4.25633328e-02
   -3.72164006e-02  -4.70691352e-02]
 [ -3.22246990e-02  -4.80394372e-01   5.06359444e-04   3.29269718e-02
   -3.03557210e-01  -6.24401567e-02   1.86678403e-01  -1.97932702e-01
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   -4.15738283e-01  -3.31032579e-02   1.57958151e-01   1.07912684e-01
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 [ -1.72402862e-01  -2.45123255e-01  -2.97741613e-01  -1.65436357e-02
   -2.77384620e-01   5.90874379e-02  -1.53013966e-02  -3.14759917e-02
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 [  2.20883419e-02  -6.12224678e-01   5.83730204e-02  -1.38653172e-01
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   -2.78055525e-02   2.42861788e-02]
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   -1.18320077e-01   1.18144524e-01   3.60318684e-01  -2.06174273e-02
   -1.96127679e-01  -2.38454757e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.92517784e-01  -3.47175436e-01   9.18478894e-02   2.01245659e-01
   -1.92324134e-01  -6.06639438e-02   1.19220794e-01  -2.63396120e-01
   -2.94617501e-01  -1.20592333e-01]
 [  8.39039065e-02  -2.71242448e-01  -2.89277710e-02   8.71194171e-02
   -7.31483464e-02  -8.52965849e-02   3.23904148e-01  -3.17483102e-04
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 [  3.13229065e-02  -1.66199180e-01  -2.13359219e-01   1.27683177e-01
   -6.58555619e-02   7.69631222e-02  -5.26940494e-03  -2.11297103e-02
   -9.37083088e-02  -7.01542372e-03]
 [ -1.26651083e-01  -1.34883396e-01  -2.02864440e-01   1.44305502e-01
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 [ -5.86368136e-02  -1.50759166e-01   2.78910000e-01   1.10342859e-01
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 [  6.52153749e-02  -9.10651528e-02   8.48774759e-02   7.03034040e-02
   -1.32594476e-01  -1.23244828e-02   1.27788762e-01   1.17677645e-01
   -2.98911882e-02  -5.69632550e-02]
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   -1.46912829e-01  -9.07386139e-02  -1.68557515e-02   1.59502852e-01
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 [  5.64639435e-02  -1.00535985e-01  -1.10665492e-01   6.49474529e-02
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   -1.44367474e-01  -4.18327950e-02]
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   -1.16770918e-02   3.48980103e-02]
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   -1.68249611e-01  -3.69968991e-01]
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    3.46288717e-02  -3.88824314e-01]
 [  1.47072600e-02  -6.31984267e-01  -4.46227782e-02  -1.04397732e-01
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   -3.63662436e-01  -2.16475737e-01]
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   -7.34546129e-02   8.99124096e-02]
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   -8.78946325e-02  -1.29379583e-01]
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   -2.72596407e-01  -3.84312445e-02]
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 [  3.75314377e-01   4.20327035e-01  -7.26585696e-02   2.96556914e-01
   -9.50573755e-01  -2.87758381e-01  -5.26160348e-01   1.78189505e-01
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 [  7.07952161e-02   9.88189832e-02   2.63572662e-01   2.70847949e-01
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   -1.12334526e-01  -2.62916787e-01]
 [  2.91741411e-02  -1.37709145e-01  -1.20358567e-01  -5.65976576e-02
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 [  4.95800056e-02   1.61415058e-01   2.49203460e-01   9.35531653e-02
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   -1.71901441e-01   1.29435713e-01]
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 [  7.41543156e-03   1.74020506e-01   8.86275100e-02  -3.17773230e-02
   -2.62445903e-02   1.66985872e-01  -3.45540684e-02   1.18135638e-01
   -1.06426964e-02   1.86781472e-01]
 [  2.34017063e-01   1.14367789e-01   2.98520646e-02   7.36987301e-02
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   -5.17789343e-02  -1.76480079e-02]
 [  6.04035218e-02   1.16972864e-01   2.19174207e-02   5.86962878e-02
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 [  1.97387374e-01   2.96247977e-01   2.32637321e-01   1.01102508e-01
   -7.36708850e-01   1.02348510e-01  -1.41017122e-01   1.57885695e-01
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   -2.11448926e-01   3.01732081e-02]
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   -1.67007047e-01  -2.23673480e-01]
 [ -2.43906379e-02  -5.02473978e-01  -2.10887800e-01  -2.41084284e-01
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   -1.64165959e-02  -3.65854733e-01]
 [ -6.53195099e-02  -6.51132490e-02   2.85665761e-01   8.84650937e-02
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   -4.59385289e-02   1.80173616e-02]
 [ -2.86274337e-01  -3.26317347e-02   3.61158859e-02   5.99105443e-02
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   -1.94154318e-02   1.41547992e-01]
 [  1.84443131e-01  -6.16533423e-02  -2.14793991e-01   6.94872796e-03
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 [  2.65001073e-01  -2.29585305e-01   8.59528214e-02   6.43909079e-02
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 [ -8.17628668e-02  -1.07174505e-01   1.28709950e-01   1.32854331e-01
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    1.89629188e-01   2.73102181e-02]
 [ -1.53580043e-01  -3.42737676e-01   1.35537676e-01  -5.46070212e-01
   -7.91559754e-01   2.00405387e-01   2.98603186e-01  -1.40097556e-01
   -1.38705947e-01   5.61742990e-02]]
[[ 0.60263589]
 [ 2.02960657]
 [ 0.21217892]
 [ 0.96922125]
 [-3.08480715]
 [-0.40374047]
 [-1.98594868]
 [ 0.03751712]
 [ 0.64700343]
 [ 0.82319558]]
Progress: 87.9% ... Training loss: 0.222 ... Validation loss: 0.400[[  2.37117033e-01   7.29255937e-01  -7.51096208e-02   1.73568696e-01
   -5.34269920e-02  -1.00988386e-01  -9.30472568e-02   1.19769464e-01
    2.23588649e-02   3.42834695e-01]
 [  9.05596119e-03   9.53156455e-02  -2.11150354e-02   4.45466968e-02
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    1.46949608e-01  -2.67026067e-02]
 [  2.16973679e-01   4.55706208e-01   4.37287840e-04  -9.49883453e-02
    8.72601367e-01  -2.26135817e-02  -1.22378767e+00  -4.68403141e-02
    6.76471353e-02   3.15874185e-01]
 [ -1.84309973e-02  -5.12128817e-01  -2.10726592e-01   2.01753143e-01
   -3.43339519e-01   1.88172834e-01   4.22873842e-01   5.65669235e-02
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 [ -6.22004445e-02  -3.54211591e-03  -1.40301098e-01   5.04649605e-02
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   -1.90064809e-01  -9.20903069e-02]
 [ -3.83308156e-01  -6.94103691e-01  -3.01411782e-01   1.43755019e-01
   -4.47298514e-01   2.71180652e-02   4.04001690e-01  -4.25610943e-02
   -3.71811683e-02  -4.70483404e-02]
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   -3.09228972e-01  -6.35088117e-02   1.81753045e-01  -1.97833479e-01
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 [  7.89497816e-02  -5.80398357e-01   1.49864345e-02  -1.31270573e-01
   -4.15064261e-01  -3.27996348e-02   1.59797179e-01   1.07882502e-01
    4.43198974e-02  -5.08508021e-02]
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   -2.75108304e-01   5.93992558e-02  -1.42417330e-02  -3.15042901e-02
    2.91783513e-01  -1.24607994e-01]
 [  2.30166061e-02  -6.09977921e-01   5.87206618e-02  -1.37135905e-01
   -6.48471681e-01  -1.06769281e-01   1.67929173e-01  -1.26032337e-01
   -2.68043505e-02   2.54744065e-02]
 [ -6.64749473e-02  -3.13276132e-01   1.33979120e-02  -1.12951741e-01
   -4.19857015e-01  -1.09058665e-02   2.82906975e-01  -1.02792226e-01
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   -1.19893082e-01   1.17968244e-01   3.59455721e-01  -2.06015928e-02
   -1.95828797e-01  -2.38065893e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.92409361e-01  -3.46489948e-01   9.18801899e-02   2.01335845e-01
   -1.92742674e-01  -6.06676498e-02   1.18641999e-01  -2.63391564e-01
   -2.94541172e-01  -1.20448596e-01]
 [  8.39416077e-02  -2.71130869e-01  -2.89202895e-02   8.71717186e-02
   -7.28504812e-02  -8.53140764e-02   3.23907460e-01  -3.16161303e-04
    5.92745822e-03  -2.62732075e-02]
 [  3.14879716e-02  -1.65240774e-01  -2.13264419e-01   1.28035032e-01
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[[ 0.60687599]
 [ 2.03349368]
 [ 0.21401529]
 [ 0.97414731]
 [-3.08492637]
 [-0.40346638]
 [-1.985414  ]
 [ 0.03838003]
 [ 0.64979257]
 [ 0.82708977]]
Progress: 88.0% ... Training loss: 0.223 ... Validation loss: 0.400[[  2.37777748e-01   7.31980479e-01  -7.49101805e-02   1.74252333e-01
   -5.35187821e-02  -1.01463791e-01  -9.60548291e-02   1.19813892e-01
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 [  8.77768455e-03   9.43273741e-02  -2.12040845e-02   4.41029859e-02
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 [  2.16921608e-01   4.54597422e-01   3.96195449e-04  -9.52790457e-02
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    6.73893806e-02   3.15365352e-01]
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 [ -6.38498857e-02  -9.34427400e-03  -1.40928256e-01   4.76699162e-02
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   -3.57768918e-02  -4.54002192e-02]
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   -1.95897567e-01  -2.38176087e-01]
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 [  5.01731377e-02   1.63562669e-01   2.49392990e-01   9.43844971e-02
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   -1.71287679e-01   1.30143414e-01]
 [  1.02115937e-01   1.26075114e-01   1.14881193e-01   3.07006036e-02
   -1.83878416e-01   4.78779882e-02  -7.89094787e-02  -2.70595955e-01
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 [  7.26697406e-03   1.72894764e-01   8.85542371e-02  -3.21734211e-02
   -2.37294078e-02   1.67112787e-01  -3.43148644e-02   1.18121416e-01
   -1.08621379e-02   1.86522711e-01]
 [  2.34829997e-01   1.15860205e-01   3.00989680e-02   7.48940404e-02
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   -5.09569256e-02  -1.67402170e-02]
 [  6.03181073e-02   1.16831631e-01   2.18882714e-02   5.85213817e-02
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 [  1.96950485e-01   2.95005267e-01   2.32529405e-01   1.00570680e-01
   -7.36740902e-01   1.02583309e-01  -1.39949968e-01   1.57864302e-01
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   -5.82292201e-02   1.78460482e-02]
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   -2.11804202e-01   2.97982003e-02]
 [  8.55601877e-03  -4.91329586e-01  -1.28923716e-01  -1.64914552e-01
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   -1.67191117e-01  -2.23897588e-01]
 [ -2.50443548e-02  -5.05214410e-01  -2.11176092e-01  -2.41993394e-01
   -7.31807719e-01   3.43514955e-02   3.99018514e-01  -1.74556823e-01
   -1.71853609e-02  -3.66854687e-01]
 [ -6.48059663e-02  -6.48206966e-02   2.85849411e-01   8.90816774e-02
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   -4.54584981e-02   1.86555610e-02]
 [ -2.86863854e-01  -3.50629801e-02   3.58878341e-02   5.88425170e-02
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   -2.00809439e-02   1.40556161e-01]
 [  1.86040362e-01  -5.67071793e-02  -2.14192864e-01   9.75977314e-03
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 [  2.65083227e-01  -2.30363763e-01   8.59363296e-02   6.43373707e-02
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 [ -8.20449450e-02  -1.07477063e-01   1.28607535e-01   1.32237314e-01
    3.51312203e-02  -1.26316764e-01   1.73604497e-01  -7.87849515e-02
    1.89221374e-01   2.69748142e-02]
 [ -1.52840903e-01  -3.39221559e-01   1.35867116e-01  -5.44936023e-01
   -7.98168161e-01   1.99869545e-01   2.96258123e-01  -1.40041395e-01
   -1.37782641e-01   5.69439069e-02]]
[[ 0.60992999]
 [ 2.03388024]
 [ 0.21501079]
 [ 0.97740821]
 [-3.08789792]
 [-0.40022179]
 [-1.98316604]
 [ 0.0415226 ]
 [ 0.65353707]
 [ 0.83215674]]
Progress: 88.0% ... Training loss: 0.224 ... Validation loss: 0.401[[  2.38056853e-01   7.33678668e-01  -7.48189090e-02   1.74409525e-01
   -5.67296468e-02  -1.01794621e-01  -9.55342394e-02   1.19842921e-01
    2.33055560e-02   3.43713708e-01]
 [  8.82104810e-03   9.43874995e-02  -2.11888307e-02   4.41725282e-02
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    1.46705025e-01  -2.69639445e-02]
 [  2.18656700e-01   4.60605874e-01   9.67630989e-04  -9.29414441e-02
    8.69293878e-01  -2.36571683e-02  -1.22922645e+00  -4.67224997e-02
    6.93536022e-02   3.17448933e-01]
 [ -1.80616660e-02  -5.09852273e-01  -2.10471401e-01   2.03302375e-01
   -3.39105578e-01   1.88021036e-01   4.20294060e-01   5.65911047e-02
    6.78706948e-02   2.69473185e-01]
 [ -6.67316767e-02  -1.86849917e-02  -1.41921339e-01   4.35495764e-02
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   -1.94622224e-01  -9.80924197e-02]
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   -3.65186475e-02  -4.63240181e-02]
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   -3.12437117e-01  -6.36955404e-02   1.81327440e-01  -1.97812264e-01
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   -4.16400410e-01  -3.33084232e-02   1.57491090e-01   1.07936621e-01
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   -2.73319596e-01   5.92758546e-02  -1.46853233e-02  -3.14917925e-02
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 [  2.49613384e-02  -6.03226380e-01   5.93046840e-02  -1.35159329e-01
   -6.54391839e-01  -1.08104740e-01   1.60283304e-01  -1.25913109e-01
   -2.50773586e-02   2.72122139e-02]
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   -1.20118099e-01   1.18035039e-01   3.60583293e-01  -2.06059924e-02
   -1.95927332e-01  -2.38213333e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.93210827e-01  -3.49040539e-01   9.15773836e-02   1.99965137e-01
   -1.91731251e-01  -6.01947478e-02   1.20453376e-01  -2.63446258e-01
   -2.95396261e-01  -1.21517390e-01]
 [  8.44879434e-02  -2.69873940e-01  -2.87287332e-02   8.80548285e-02
   -7.40724692e-02  -8.56846686e-02   3.22997796e-01  -2.81589046e-04
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 [  3.25550989e-02  -1.62869156e-01  -2.12913949e-01   1.29569515e-01
   -6.81690937e-02   7.60348913e-02  -8.91933859e-03  -2.10460605e-02
   -9.23608635e-02  -5.55894701e-03]
 [ -1.26118855e-01  -1.33404711e-01  -2.02651426e-01   1.45005487e-01
   -6.26637896e-02   1.35163010e-01  -3.31863454e-02  -2.52470805e-01
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 [ -5.86619260e-02  -1.51682766e-01   2.78917990e-01   1.10227250e-01
   -2.77827025e-02  -6.81981201e-02  -5.50574052e-02   1.20121446e-01
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 [  6.55881854e-02  -8.98256494e-02   8.49929577e-02   7.07105218e-02
   -1.34553306e-01  -1.25544067e-02   1.26733901e-01   1.17702966e-01
   -2.95196061e-02  -5.66060272e-02]
 [  8.04300024e-03  -2.60012348e-01  -2.98519111e-01  -6.71401027e-02
   -1.50491674e-01  -9.12394323e-02  -1.95458709e-02   1.59551119e-01
    9.60825122e-02  -4.97451369e-02]
 [  5.60685497e-02  -1.01049550e-01  -1.10778243e-01   6.42439009e-02
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   -1.44736084e-01  -4.22645999e-02]
 [  2.08653488e-02   3.52677448e-02   1.29582076e-01   1.42575592e-01
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 [  1.01428120e-01   5.77447680e-02  -4.65608370e-02  -1.19172570e-01
   -1.62808148e-01  -3.24410080e-01   1.54862029e-01   6.54343612e-03
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   -1.14301780e-02   3.53648029e-02]
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   -1.68754063e-01  -3.70607401e-01]
 [ -1.16160364e-02  -5.63783701e-01  -3.10791009e-02  -6.87773477e-02
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 [  1.46631680e-02  -6.32686804e-01  -4.46442313e-02  -1.04503695e-01
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   -3.63716484e-01  -2.16530344e-01]
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   -7.31582712e-02   9.02502346e-02]
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   -8.81125288e-02  -1.29626067e-01]
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   -2.73018370e-01  -3.89145876e-02]
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 [  5.43553510e-02   2.51666530e-01   1.44033484e-01  -1.62077418e-01
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 [  3.76280879e-01   4.23534798e-01  -7.22896535e-02   2.98111906e-01
   -9.53999520e-01  -2.88550185e-01  -5.29634444e-01   1.78264138e-01
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 [  7.08882024e-02   9.93416097e-02   2.63615625e-01   2.70877807e-01
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   -1.12247453e-01  -2.62809983e-01]
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 [  2.61727018e-02  -2.85220777e-02  -6.18587274e-02  -2.95089199e-02
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 [  4.93268594e-02   1.60899062e-01   2.49072126e-01   9.29370824e-02
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   -1.72255663e-01   1.28955083e-01]
 [  1.01613634e-01   1.24418108e-01   1.14694040e-01   2.98360375e-02
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 [  7.87147879e-03   1.74800921e-01   8.87744561e-02  -3.13287943e-02
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   -1.01617034e-02   1.87429674e-01]
 [  2.35320131e-01   1.17354496e-01   3.02707519e-02   7.55633604e-02
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   -5.04161393e-02  -1.61282284e-02]
 [  5.98854015e-02   1.15515759e-01   2.17273995e-02   5.77870647e-02
   -4.90509559e-01  -1.32737102e-01  -2.88375101e-01   4.14927139e-02
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 [  5.67211180e-02   4.56384615e-01   1.28876046e-01   4.55184030e-01
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   -7.37140196e-01   1.02764177e-01  -1.39083951e-01   1.57844866e-01
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   -5.79514045e-02   1.82019489e-02]
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   -2.11769382e-01   2.98393295e-02]
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   -1.67400191e-01  -2.24158518e-01]
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   -1.70100306e-02  -3.66688336e-01]
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   -4.52513981e-02   1.89786137e-02]
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 [  2.64663654e-01  -2.32004942e-01   8.57778113e-02   6.35799720e-02
    1.25349270e-01  -7.59827804e-02   5.10333916e-03  -1.31554289e-01
    1.71260607e-01  -9.41311243e-02]
 [ -8.17285600e-02  -1.06860244e-01   1.28715709e-01   1.32753101e-01
    3.52587809e-02  -1.26514992e-01   1.73218365e-01  -7.87628355e-02
    1.89414798e-01   2.73146939e-02]
 [ -1.51391595e-01  -3.34845528e-01   1.36371636e-01  -5.42989248e-01
   -8.06773950e-01   1.98839685e-01   2.93140131e-01  -1.39941589e-01
   -1.36141890e-01   5.89197416e-02]]
[[ 0.6147336 ]
 [ 2.03891405]
 [ 0.22023917]
 [ 0.97819304]
 [-3.08491182]
 [-0.39592089]
 [-1.98424246]
 [ 0.0451862 ]
 [ 0.65899437]
 [ 0.83704747]]
Progress: 88.0% ... Training loss: 0.228 ... Validation loss: 0.402[[  2.37082728e-01   7.30411183e-01  -7.52118956e-02   1.72517103e-01
   -5.20506382e-02  -1.01109021e-01  -9.34468496e-02   1.19755078e-01
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    1.46901371e-01  -2.66961302e-02]
 [  2.16876051e-01   4.54074813e-01   2.47332525e-04  -9.60127831e-02
    8.80544959e-01  -2.24602955e-02  -1.22700760e+00  -4.68651019e-02
    6.71306480e-02   3.14826468e-01]
 [ -1.73423414e-02  -5.05338582e-01  -2.10143934e-01   2.04595634e-01
   -3.46089769e-01   1.87613473e-01   4.20078124e-01   5.66530396e-02
    6.90108067e-02   2.70858439e-01]
 [ -6.65798525e-02  -1.76404947e-02  -1.41874282e-01   4.39544741e-02
   -1.36935386e-01  -1.90033879e-01   1.63136257e-01  -1.13095753e-01
   -1.94567991e-01  -9.79372829e-02]
 [ -3.83591163e-01  -6.96437824e-01  -3.01591659e-01   1.42945389e-01
   -4.46938145e-01   2.71456206e-02   4.04673674e-01  -4.25972495e-02
   -3.75690467e-02  -4.76736726e-02]
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   -1.95626521e-01  -2.37857482e-01]
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   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
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   -2.95644569e-01  -1.21827606e-01]
 [  8.38467339e-02  -2.72381765e-01  -2.89553202e-02   8.69624787e-02
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 [  3.25987971e-02  -1.62796012e-01  -2.12902628e-01   1.29641996e-01
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   -9.23024813e-02  -5.50649565e-03]
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 [  6.59950965e-02  -8.90914011e-02   8.50911525e-02   7.11411213e-02
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   -3.63542177e-01  -2.16351837e-01]
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   -8.81119547e-02  -1.29641267e-01]
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 [  3.76238320e-01   4.23505214e-01  -7.23063346e-02   2.98019066e-01
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 [  7.01086023e-02   9.69890281e-02   2.63331572e-01   2.69690568e-01
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 [  7.40545419e-03   1.73288548e-01   8.86193102e-02  -3.20759549e-02
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   -1.06585197e-02   1.86817174e-01]
 [  2.35283608e-01   1.16868171e-01   3.02414950e-02   7.53909571e-02
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   -5.05512990e-02  -1.62823736e-02]
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   -4.64021233e-02   1.75914366e-02]
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   -2.09460760e-02   1.39566069e-01]
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 [  2.64627181e-01  -2.33255953e-01   8.57110760e-02   6.32271427e-02
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 [ -8.18117674e-02  -1.07152399e-01   1.28680439e-01   1.32581350e-01
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    1.89295976e-01   2.71510591e-02]
 [ -1.51559667e-01  -3.34898100e-01   1.36312335e-01  -5.43242910e-01
   -8.06483334e-01   1.98947872e-01   2.93103217e-01  -1.39952096e-01
   -1.36342730e-01   5.87414856e-02]]
[[ 0.60544953]
 [ 2.03093766]
 [ 0.21080666]
 [ 0.97031294]
 [-3.09339682]
 [-0.4037072 ]
 [-1.99097877]
 [ 0.03628126]
 [ 0.64915171]
 [ 0.82732901]]
Progress: 88.1% ... Training loss: 0.222 ... Validation loss: 0.399[[  2.36320411e-01   7.28592321e-01  -7.55130983e-02   1.70903956e-01
   -5.26386401e-02  -1.00428134e-01  -9.16927716e-02   1.19696606e-01
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 [  9.21121782e-03   9.55002297e-02  -2.10483599e-02   4.48520502e-02
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 [  2.18530821e-01   4.57557351e-01   8.38441202e-04  -9.34454812e-02
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    6.88965292e-02   3.17132965e-01]
 [ -2.02057094e-02  -5.12768194e-01  -2.11163166e-01   1.99830808e-01
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   -1.94426989e-01  -9.78504098e-02]
 [ -3.83840963e-01  -6.96919044e-01  -3.01695125e-01   1.42467283e-01
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   -3.78969277e-02  -4.81319988e-02]
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   -4.11273881e-01  -3.20490202e-02   1.61792299e-01   1.07784983e-01
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   -2.73180890e-01   5.94179898e-02  -1.35933366e-02  -3.15147510e-02
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 [  2.52858764e-02  -6.02998912e-01   5.93489623e-02  -1.35144038e-01
   -6.56435685e-01  -1.08222513e-01   1.57467824e-01  -1.25933710e-01
   -2.49951309e-02   2.71110206e-02]
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   -1.20116841e-01   1.18242031e-01   3.62334718e-01  -2.06260476e-02
   -1.96287146e-01  -2.38687667e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.93811437e-01  -3.50480979e-01   9.13243246e-02   1.98810832e-01
   -1.90952452e-01  -5.97175458e-02   1.21408765e-01  -2.63492776e-01
   -2.96189449e-01  -1.22503632e-01]
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[[ 0.60467579]
 [ 2.03277975]
 [ 0.21194487]
 [ 0.96887573]
 [-3.09048637]
 [-0.40571877]
 [-1.99482038]
 [ 0.0357279 ]
 [ 0.6491208 ]
 [ 0.82703622]]
Progress: 88.2% ... Training loss: 0.223 ... Validation loss: 0.399[[  2.35627217e-01   7.26016591e-01  -7.57678795e-02   1.69628244e-01
   -5.18338428e-02  -9.99171554e-02  -8.72407073e-02   1.19659211e-01
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   -9.50578826e-01  -2.86323396e-01  -5.20286302e-01   1.78065352e-01
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 [  7.04801760e-02   9.77211082e-02   2.63464413e-01   2.70232399e-01
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   -1.84484749e-01   4.75557438e-02  -8.07791906e-02  -2.70576275e-01
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 [  7.13422461e-03   1.72331102e-01   8.85281844e-02  -3.25138534e-02
   -2.24971796e-02   1.67120823e-01  -3.42488088e-02   1.18113707e-01
   -1.09480400e-02   1.86475056e-01]
 [  2.35668335e-01   1.18187524e-01   3.03989286e-02   7.60472766e-02
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   -5.00584890e-02  -1.56682060e-02]
 [  5.90272543e-02   1.13465418e-01   2.14268257e-02   5.63528594e-02
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 [  1.94809958e-01   2.88953802e-01   2.31777162e-01   9.73059392e-02
   -7.33061874e-01   1.03992327e-01  -1.33630516e-01   1.57726727e-01
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   -5.88143731e-02   1.71548758e-02]
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   -2.90230632e-01  -1.10048870e-01]
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 [  8.55385716e-03  -4.91529811e-01  -1.28927308e-01  -1.64954601e-01
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   -1.67227734e-01  -2.23924204e-01]
 [ -2.62008847e-02  -5.06896617e-01  -2.11582033e-01  -2.44176230e-01
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 [ -6.56926567e-02  -6.73722681e-02   2.85556264e-01   8.76011605e-02
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   -4.64406978e-02   1.74155328e-02]
 [ -2.86579606e-01  -3.54793745e-02   3.59725875e-02   5.92725780e-02
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   -1.97754101e-02   1.41006134e-01]
 [  1.85097532e-01  -5.98439884e-02  -2.14465268e-01   8.45178491e-03
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 [  2.64443224e-01  -2.35455775e-01   8.56057711e-02   6.25745419e-02
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    1.70808157e-01  -9.47861062e-02]
 [ -8.25726949e-02  -1.09606246e-01   1.28406011e-01   1.31483016e-01
    3.75916089e-02  -1.25913071e-01   1.75072146e-01  -7.88178961e-02
    1.88429602e-01   2.61707392e-02]
 [ -1.52880751e-01  -3.37442940e-01   1.35799648e-01  -5.45821324e-01
   -8.08061785e-01   1.99910103e-01   2.96214807e-01  -1.40043886e-01
   -1.37801708e-01   5.69065031e-02]]
[[ 0.59470021]
 [ 2.03023444]
 [ 0.2033702 ]
 [ 0.95802333]
 [-3.09160942]
 [-0.4142219 ]
 [-2.00430268]
 [ 0.02693061]
 [ 0.63706961]
 [ 0.81504302]]
Progress: 88.2% ... Training loss: 0.225 ... Validation loss: 0.402[[  2.37067592e-01   7.30627158e-01  -7.52788510e-02   1.71996749e-01
   -5.83446238e-02  -1.01052414e-01  -9.08807183e-02   1.19726436e-01
    2.20396273e-02   3.42233441e-01]
 [  9.73421128e-03   9.71493797e-02  -2.08711822e-02   4.57595003e-02
    1.82450550e-02  -6.60897192e-03   3.52033223e-01   3.99066271e-02
    1.47732333e-01  -2.58049534e-02]
 [  2.16880990e-01   4.57405925e-01   1.78625529e-04  -9.60693178e-02
    8.71636449e-01  -2.19317357e-02  -1.22933574e+00  -4.68900356e-02
    6.69909988e-02   3.14714300e-01]
 [ -1.90324803e-02  -5.11423554e-01  -2.10782424e-01   2.02634904e-01
   -3.43352951e-01   1.88592447e-01   4.28254136e-01   5.64813401e-02
    6.76374306e-02   2.68976074e-01]
 [ -6.77864108e-02  -2.13997139e-02  -1.42194762e-01   4.24324848e-02
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   -1.95750078e-01  -9.94185581e-02]
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   -4.49279198e-01   2.73044775e-02   4.08239165e-01  -4.26194644e-02
   -3.80373203e-02  -4.83593881e-02]
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   -4.15141855e-01  -3.16817524e-02   1.62398842e-01   1.07748682e-01
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   -2.76505285e-01   5.83286647e-02  -1.56115861e-02  -3.14361459e-02
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 [  2.37633745e-02  -6.07812636e-01   5.87277316e-02  -1.37988282e-01
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   -2.66455191e-02   2.49583143e-02]
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   -1.20498035e-01   1.18089104e-01   3.63983409e-01  -2.06226725e-02
   -1.96051355e-01  -2.38235249e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.94795599e-01  -3.53800455e-01   9.09772979e-02   1.97233036e-01
   -1.90179076e-01  -5.91133936e-02   1.24670650e-01  -2.63541680e-01
   -2.97255234e-01  -1.23802865e-01]
 [  8.48946910e-02  -2.71238992e-01  -2.86049172e-02   8.84938426e-02
   -7.51694353e-02  -8.61592530e-02   3.24905105e-01  -2.65955754e-04
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 [  3.23047573e-02  -1.63531295e-01  -2.12977243e-01   1.29170220e-01
   -6.85814485e-02   7.61493775e-02  -8.70938000e-03  -2.10591530e-02
   -9.26333264e-02  -5.97335799e-03]
 [ -1.26296387e-01  -1.34088177e-01  -2.02691031e-01   1.44696133e-01
   -6.19727073e-02   1.35201047e-01  -3.41716177e-02  -2.52466325e-01
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   -2.65758563e-02  -6.71043931e-02  -4.90386481e-02   1.20010255e-01
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 [  6.59006364e-02  -8.95830770e-02   8.50564271e-02   7.10690513e-02
   -1.36365180e-01  -1.25420012e-02   1.24407599e-01   1.17703149e-01
   -2.94634089e-02  -5.63758173e-02]
 [  7.66201729e-03  -2.61543893e-01  -2.98700658e-01  -6.77871324e-02
   -1.50914681e-01  -9.09133171e-02  -1.96680343e-02   1.59512074e-01
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 [  5.56582571e-02  -1.01934221e-01  -1.10927222e-01   6.36194703e-02
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   -1.45180987e-01  -4.26599794e-02]
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   -1.53124563e-01  -2.01853937e-01   2.36915697e-02  -2.19575426e-02
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   -1.68740341e-01  -3.70678762e-01]
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 [  1.51340363e-02  -6.32240971e-01  -4.44740650e-02  -1.03709185e-01
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   -3.63193860e-01  -2.15952235e-01]
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   -7.31324742e-02   9.03189459e-02]
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   -8.76580772e-02  -1.29064726e-01]
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   -2.72839286e-01  -3.86555749e-02]
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 [  3.73291228e-01   4.17270461e-01  -7.33525623e-02   2.93347043e-01
   -9.53156710e-01  -2.86501300e-01  -5.20793558e-01   1.78077433e-01
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 [  7.05374533e-02   9.76004687e-02   2.63485314e-01   2.70272130e-01
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 [  5.15052981e-02   1.67760576e-01   2.49835640e-01   9.63232430e-02
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   -1.69914573e-01   1.31788543e-01]
 [  1.02320297e-01   1.26432771e-01   1.14935070e-01   3.07732622e-02
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 [  7.05183589e-03   1.71359562e-01   8.84944430e-02  -3.26091770e-02
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   -1.10259033e-02   1.86357251e-01]
 [  2.35466203e-01   1.17484286e-01   3.03369417e-02   7.56953805e-02
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   -5.02448505e-02  -1.58880882e-02]
 [  5.89837761e-02   1.13289946e-01   2.14050786e-02   5.62508069e-02
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 [  5.66352523e-02   4.55748369e-01   1.28870350e-01   4.55090288e-01
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   -7.33399827e-01   1.03942676e-01  -1.33788219e-01   1.57729953e-01
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   -2.11270629e-01   3.04698761e-02]
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   -1.66892937e-01  -2.23539919e-01]
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   -4.53383183e-02   1.87739698e-02]
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   -1.92802312e-02   1.41510983e-01]
 [  1.85274973e-01  -5.96278559e-02  -2.14385365e-01   8.86616927e-03
    1.15671278e-01  -3.32394054e-01   2.09599273e-02  -1.62307883e-01
    5.28908104e-02  -1.20605295e-01]
 [  2.64566598e-01  -2.35962707e-01   8.56360782e-02   6.27675022e-02
    1.27748018e-01  -7.58003603e-02   6.35963237e-03  -1.31577534e-01
    1.70914394e-01  -9.46335359e-02]
 [ -8.24043605e-02  -1.09477791e-01   1.28464784e-01   1.31715389e-01
    3.69317393e-02  -1.26052395e-01   1.74852445e-01  -7.88093011e-02
    1.88622665e-01   2.64286442e-02]
 [ -1.53106504e-01  -3.37587430e-01   1.35729608e-01  -5.46227829e-01
   -8.09636664e-01   2.00028907e-01   2.97012400e-01  -1.40052039e-01
   -1.37970793e-01   5.67070005e-02]]
[[ 0.60246994]
 [ 2.03314293]
 [ 0.20941917]
 [ 0.96706673]
 [-3.08787218]
 [-0.40499445]
 [-1.99241125]
 [ 0.03584976]
 [ 0.64688988]
 [ 0.8255026 ]]
Progress: 88.2% ... Training loss: 0.223 ... Validation loss: 0.400[[  2.35340602e-01   7.26114887e-01  -7.58809469e-02   1.69187230e-01
   -5.12500538e-02  -9.98467940e-02  -8.45435237e-02   1.19620099e-01
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 [  9.22668137e-03   9.55599666e-02  -2.10512111e-02   4.49812080e-02
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    1.47267642e-01  -2.62934186e-02]
 [  2.15263503e-01   4.54840592e-01  -3.96998031e-04  -9.86620739e-02
    8.74733374e-01  -2.07308860e-02  -1.22304687e+00  -4.69888882e-02
    6.55293504e-02   3.12650321e-01]
 [ -2.08658544e-02  -5.14204245e-01  -2.11443952e-01   1.99574675e-01
   -3.41355853e-01   1.90163449e-01   4.32420424e-01   5.63611967e-02
    6.57003621e-02   2.66323849e-01]
 [ -6.77276339e-02  -2.00828250e-02  -1.42081244e-01   4.28190468e-02
   -1.35524672e-01  -1.89127546e-01   1.67832456e-01  -1.13116205e-01
   -1.95847248e-01  -9.95241506e-02]
 [ -3.84945246e-01  -7.03184904e-01  -3.02087302e-01   1.40466061e-01
   -4.45566879e-01   2.78659658e-02   4.11577511e-01  -4.26750834e-02
   -3.90355092e-02  -4.95225017e-02]
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   -4.08208668e-01  -2.98959007e-02   1.71815800e-01   1.07592772e-01
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   -2.74141534e-01   5.85937023e-02  -1.43773293e-02  -3.14608181e-02
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   -1.97563370e-01  -2.40010133e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
    8.03471405e-02   1.65940765e-01]
 [ -2.94762825e-01  -3.53908251e-01   9.10088259e-02   1.97344298e-01
   -1.89700674e-01  -5.91577584e-02   1.24932155e-01  -2.63538104e-01
   -2.97193860e-01  -1.23749162e-01]
 [  8.46657321e-02  -2.71904208e-01  -2.86856630e-02   8.81299848e-02
   -7.47845261e-02  -8.60130723e-02   3.25292669e-01  -2.80005853e-04
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 [  3.14991468e-02  -1.66388351e-01  -2.13260176e-01   1.27861885e-01
   -6.55815446e-02   7.66337383e-02  -5.89104535e-03  -2.11066116e-02
   -9.34894666e-02  -6.93445216e-03]
 [ -1.26463496e-01  -1.33603710e-01  -2.02737035e-01   1.44391115e-01
   -6.19152748e-02   1.35324797e-01  -3.40273596e-02  -2.52476921e-01
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 [ -6.01908401e-02  -1.56047322e-01   2.78338760e-01   1.07642983e-01
   -2.75148429e-02  -6.72381690e-02  -4.93814970e-02   1.20021664e-01
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 [  6.55991720e-02  -9.05478859e-02   8.49491373e-02   7.05729287e-02
   -1.34883968e-01  -1.23415780e-02   1.25149719e-01   1.17684809e-01
   -2.97972910e-02  -5.67927630e-02]
 [  7.43360073e-03  -2.61973594e-01  -2.98776097e-01  -6.81765893e-02
   -1.50019843e-01  -9.06884306e-02  -1.83933091e-02   1.59497688e-01
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 [  5.52544919e-02  -1.02262547e-01  -1.11027570e-01   6.31595087e-02
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   -1.45498735e-01  -4.31910456e-02]
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   -1.68584230e-01  -3.70499778e-01]
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 [  1.50294226e-02  -6.32544408e-01  -4.45118226e-02  -1.03883105e-01
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   -3.63311859e-01  -2.16090192e-01]
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   -7.35532180e-02   8.98376775e-02]
 [ -3.06908537e-01  -5.71266179e-01   5.39400851e-02  -4.70298346e-02
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   -8.81911055e-02  -1.29703532e-01]
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   -2.72593329e-01  -3.83800617e-02]
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 [  5.37885920e-02   2.50871410e-01   1.43825648e-01  -1.62798884e-01
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 [  3.72368154e-01   4.13918645e-01  -7.37187096e-02   2.91582368e-01
   -9.51160897e-01  -2.85778276e-01  -5.17308432e-01   1.78011601e-01
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 [  7.06576250e-02   9.79382700e-02   2.63534460e-01   2.70466277e-01
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   -1.12464006e-01  -2.63130469e-01]
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 [  2.70413498e-02  -2.60230465e-02  -6.16076791e-02  -2.85537882e-02
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 [  5.09198256e-02   1.65949023e-01   2.49636908e-01   9.54212164e-02
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   -1.70530823e-01   1.31059546e-01]
 [  1.02073703e-01   1.25536934e-01   1.14841933e-01   3.03479199e-02
   -1.82580774e-01   4.78443344e-02  -7.98336601e-02  -2.70599046e-01
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 [  6.92945239e-03   1.70995577e-01   8.84537657e-02  -3.28570840e-02
   -2.02480747e-02   1.67230335e-01  -3.33009682e-02   1.18103277e-01
   -1.11623304e-02   1.86183848e-01]
 [  2.35569236e-01   1.17879329e-01   3.03703534e-02   7.58279868e-02
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   -5.01257441e-02  -1.57163995e-02]
 [  5.90119818e-02   1.13449551e-01   2.14121148e-02   5.62876008e-02
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 [  1.94830737e-01   2.89479147e-01   2.31809955e-01   9.74183916e-02
   -7.33676276e-01   1.03942292e-01  -1.33704773e-01   1.57729993e-01
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   -2.11390712e-01   3.03248747e-02]
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   -1.66824151e-01  -2.23451026e-01]
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   -1.99948458e-02  -3.70877990e-01]
 [ -6.52482756e-02  -6.71150277e-02   2.85679349e-01   8.82883800e-02
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   -4.59225176e-02   1.82088118e-02]
 [ -2.86641457e-01  -3.59496880e-02   3.59538865e-02   5.93040950e-02
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   -1.98377394e-02   1.40819277e-01]
 [  1.85040900e-01  -5.96992587e-02  -2.14422115e-01   8.61754677e-03
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 [ -8.29628236e-02  -1.10956109e-01   1.28278390e-01   1.30819344e-01
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    1.88052558e-01   2.56910886e-02]
 [ -1.53067871e-01  -3.36911824e-01   1.35743666e-01  -5.46297700e-01
   -8.11468052e-01   1.99995974e-01   2.96724048e-01  -1.40047922e-01
   -1.37942395e-01   5.67241196e-02]]
[[ 0.58725306]
 [ 2.02561183]
 [ 0.19690413]
 [ 0.9517708 ]
 [-3.09568186]
 [-0.41943313]
 [-2.00937627]
 [ 0.02158868]
 [ 0.63045006]
 [ 0.80963941]]
Progress: 88.3% ... Training loss: 0.228 ... Validation loss: 0.406[[  2.39610581e-01   7.37807420e-01  -7.44254560e-02   1.75581481e-01
   -6.18091574e-02  -1.02989811e-01  -9.36699033e-02   1.19785882e-01
    2.49957715e-02   3.45836922e-01]
 [  9.18369003e-03   9.57260643e-02  -2.10642347e-02   4.49226627e-02
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    1.47228559e-01  -2.63577292e-02]
 [  2.15044491e-01   4.58280172e-01  -4.93667408e-04  -9.89953532e-02
    8.63700591e-01  -2.04416813e-02  -1.22835610e+00  -4.69958553e-02
    6.52285124e-02   3.12154862e-01]
 [ -1.53670629e-02  -5.03885163e-01  -2.09717870e-01   2.07595926e-01
   -3.52543533e-01   1.86334567e-01   4.20139707e-01   5.65589581e-02
    7.14553666e-02   2.73523944e-01]
 [ -6.69212540e-02  -1.80394975e-02  -1.41807738e-01   4.41907605e-02
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   -1.94893473e-01  -9.85828217e-02]
 [ -3.81353050e-01  -6.96219033e-01  -3.00888228e-01   1.45913788e-01
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   -3.50938299e-02  -4.45360456e-02]
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   -3.21209217e-01  -6.37941712e-02   1.80784656e-01  -1.97816448e-01
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   -4.22853557e-01  -3.20397511e-02   1.63722568e-01   1.07707271e-01
    4.31570742e-02  -5.22974543e-02]
 [ -1.70856005e-01  -2.42714882e-01  -2.97204764e-01  -1.43858147e-02
   -2.76249865e-01   5.80263543e-02  -1.61130097e-02  -3.14298870e-02
    2.93926565e-01  -1.22030912e-01]
 [  2.44421765e-02  -6.06739006e-01   5.89988091e-02  -1.36975400e-01
   -6.59014294e-01  -1.07738921e-01   1.65186649e-01  -1.26037162e-01
   -2.55116084e-02   2.61406750e-02]
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   -1.27762528e-01   1.17040788e-01   3.61358520e-01  -2.06028337e-02
   -1.94582631e-01  -2.36383397e-01]
 [ -1.61968115e-01  -1.77797855e-03   5.98381524e-02   1.48254090e-02
   -1.64706901e-01  -2.16977228e-01  -1.70060409e-01  -1.97642281e-01
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[[ 0.61492733]
 [ 2.03917514]
 [ 0.22283962]
 [ 0.98410036]
 [-3.08231928]
 [-0.39071603]
 [-1.9687809 ]
 [ 0.05080012]
 [ 0.65999356]
 [ 0.84063295]]
Progress: 88.3% ... Training loss: 0.231 ... Validation loss: 0.409[[  2.38194925e-01   7.35923020e-01  -7.49112191e-02   1.73432186e-01
   -5.60151202e-02  -1.02106801e-01  -9.02109448e-02   1.19678805e-01
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 [  8.74494494e-03   9.44463193e-02  -2.12345191e-02   4.42521446e-02
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 [  2.18114793e-01   4.66378209e-01   6.54164418e-04  -9.38323714e-02
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    6.86430696e-02   3.16209122e-01]
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   -3.66269061e-02  -4.63098533e-02]
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   -1.95444562e-01  -2.37303353e-01]
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   -3.63011055e-01  -2.15678475e-01]
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 [  7.12026471e-02   9.87968615e-02   2.63712705e-01   2.71313360e-01
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   -1.78947919e-01   4.81855170e-02  -7.81221092e-02  -2.70635436e-01
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 [  6.28607025e-03   1.68806358e-01   8.81996778e-02  -3.40061985e-02
   -1.66263946e-02   1.67692120e-01  -3.18217940e-02   1.18048009e-01
   -1.19072259e-02   1.85316815e-01]
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   -4.82765786e-02  -1.34016434e-02]
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 [  1.95019580e-01   2.90543933e-01   2.31891498e-01   9.78346915e-02
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   -4.52225051e-02   1.90885944e-02]
 [ -2.85494039e-01  -3.27805598e-02   3.63518851e-02   6.11980445e-02
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 [  1.84160771e-01  -6.31577388e-02  -2.14766533e-01   7.20600072e-03
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 [ -8.24267167e-02  -1.09869212e-01   1.28412942e-01   1.31644730e-01
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 [ -1.50852215e-01  -3.29603757e-01   1.36548322e-01  -5.42742749e-01
   -8.21366147e-01   1.98297969e-01   2.91656895e-01  -1.39960595e-01
   -1.35475051e-01   5.98252802e-02]]
[[ 0.6062056 ]
 [ 2.0354403 ]
 [ 0.21415435]
 [ 0.97185795]
 [-3.08762163]
 [-0.40077223]
 [-1.9880367 ]
 [ 0.0416687 ]
 [ 0.64892897]
 [ 0.83129227]]
Progress: 88.4% ... Training loss: 0.224 ... Validation loss: 0.398[[  2.37883535e-01   7.35783626e-01  -7.49696054e-02   1.72964064e-01
   -5.76376651e-02  -1.01888282e-01  -8.93288871e-02   1.19666272e-01
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    1.46973118e-01  -2.69350403e-02]
 [  2.18233210e-01   4.66802522e-01   7.45330140e-04  -9.33645925e-02
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   -3.56574826e-01   1.86367827e-01   4.14695323e-01   5.65422780e-02
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 [ -6.52079655e-02  -1.79877610e-02  -1.41254521e-01   4.67935299e-02
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   -3.73164305e-02  -4.72229945e-02]
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   -1.95142343e-01  -2.36885926e-01]
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   -1.64563646e-01  -2.16872729e-01  -1.69928629e-01  -1.97653169e-01
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   -2.96564340e-01  -1.22947132e-01]
 [  8.54761169e-02  -2.70472626e-01  -2.83999264e-02   8.95093122e-02
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 [  3.13070060e-02  -1.67342362e-01  -2.13377784e-01   1.27299338e-01
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   -9.37267626e-02  -7.16189959e-03]
 [ -1.27152416e-01  -1.36359602e-01  -2.02968439e-01   1.43432196e-01
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   -1.37955819e-01  -1.28330475e-02   1.23601627e-01   1.17716230e-01
   -2.90426557e-02  -5.59933655e-02]
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   -1.55790383e-01  -9.15668235e-02  -2.27945108e-02   1.59558365e-01
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   -1.68305473e-01  -3.70176147e-01]
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 [  1.53127455e-02  -6.32302447e-01  -4.44203751e-02  -1.03474583e-01
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   -3.63025011e-01  -2.15697319e-01]
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 [  3.73715114e-01   4.15708899e-01  -7.32844145e-02   2.93200083e-01
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 [  7.08411286e-02   9.74836293e-02   2.63587536e-01   2.70711853e-01
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   -1.66433476e-01  -2.22926138e-01]
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   -1.97816072e-02  -3.70690884e-01]
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   -4.47610710e-02   1.97602662e-02]
 [ -2.85907719e-01  -3.41358849e-02   3.61975863e-02   6.04971653e-02
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   -1.90247459e-02   1.41524351e-01]
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 [  2.65937495e-01  -2.35310407e-01   8.60847987e-02   6.47436084e-02
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    1.72623603e-01  -9.25932635e-02]
 [ -8.27926141e-02  -1.10570603e-01   1.28260111e-01   1.31011006e-01
    3.94241022e-02  -1.25853132e-01   1.74990427e-01  -7.88848659e-02
    1.88159559e-01   2.58455541e-02]
 [ -1.51762880e-01  -3.32273068e-01   1.36217339e-01  -5.44239620e-01
   -8.19599424e-01   1.98937673e-01   2.93815376e-01  -1.40026528e-01
   -1.36463114e-01   5.85844643e-02]]
[[ 0.60779806]
 [ 2.03646866]
 [ 0.21399716]
 [ 0.97369282]
 [-3.08769692]
 [-0.40119399]
 [-1.98731794]
 [ 0.04235068]
 [ 0.64974681]
 [ 0.83257433]]
Progress: 88.5% ... Training loss: 0.225 ... Validation loss: 0.398[[  2.39528070e-01   7.42945149e-01  -7.42585459e-02   1.76181790e-01
   -6.21466459e-02  -1.03179728e-01  -9.36665429e-02   1.19804016e-01
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 [  8.64705098e-03   9.40837617e-02  -2.12474691e-02   4.41475188e-02
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    1.46823335e-01  -2.71371680e-02]
 [  2.18227711e-01   4.66862898e-01   8.19443230e-04  -9.27937528e-02
    8.56040967e-01  -2.28287695e-02  -1.23594314e+00  -4.66852868e-02
    6.91473205e-02   3.16513211e-01]
 [ -1.54886006e-02  -4.99282303e-01  -2.09820017e-01   2.07719276e-01
   -3.55925507e-01   1.86943562e-01   4.15502642e-01   5.64952619e-02
    7.04947735e-02   2.72835536e-01]
 [ -6.56516288e-02  -1.92458078e-02  -1.41484712e-01   4.56942706e-02
   -1.42850982e-01  -1.90487957e-01   1.63408570e-01  -1.13013310e-01
   -1.93461162e-01  -9.77535959e-02]
 [ -3.82970457e-01  -6.99581793e-01  -3.01492251e-01   1.43205701e-01
   -4.48016173e-01   2.62477496e-02   4.08530270e-01  -4.26789460e-02
   -3.69868287e-02  -4.68811444e-02]
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   -3.15299850e-01  -6.28275376e-02   1.84547953e-01  -1.97906159e-01
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   -4.27663229e-01  -3.29875857e-02   1.60274087e-01   1.07792174e-01
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   -2.77077252e-01   5.80030893e-02  -1.49843400e-02  -3.14425530e-02
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   -2.60758009e-02   2.43320008e-02]
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   -1.96021084e-01  -2.37963282e-01]
 [ -1.62103514e-01  -1.94263986e-03   5.97865714e-02   1.46004954e-02
   -1.64563646e-01  -2.16872729e-01  -1.69928629e-01  -1.97653169e-01
    8.01656047e-02   1.65703808e-01]
 [ -2.93831414e-01  -3.52133601e-01   9.12924256e-02   1.98545545e-01
   -1.89762857e-01  -5.98792244e-02   1.23197398e-01  -2.63537851e-01
   -2.96266757e-01  -1.22592426e-01]
 [  8.54802012e-02  -2.70507291e-01  -2.84041693e-02   8.95017081e-02
   -7.71619692e-02  -8.66800232e-02   3.24079347e-01  -2.60872812e-04
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 [  3.12821779e-02  -1.67361116e-01  -2.13386764e-01   1.27246530e-01
   -6.39650106e-02   7.66652556e-02  -4.64950319e-03  -2.11545993e-02
   -9.37591895e-02  -7.23312873e-03]
 [ -1.28059093e-01  -1.38751312e-01  -2.03287494e-01   1.42025014e-01
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 [ -5.89610426e-02  -1.51074681e-01   2.78839786e-01   1.09754064e-01
   -3.16817560e-02  -6.80721589e-02  -5.31100579e-02   1.20111104e-01
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 [  6.57816824e-02  -9.09464612e-02   8.50004586e-02   7.09927455e-02
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   -2.95836886e-02  -5.65389763e-02]
 [  7.61847866e-03  -2.62533988e-01  -2.98768126e-01  -6.77974266e-02
   -1.50956665e-01  -9.08397452e-02  -2.12364588e-02   1.59473334e-01
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   -1.42588604e-01  -3.95450444e-02]
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   -1.68270038e-01  -3.70159034e-01]
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 [  1.53337727e-02  -6.32349534e-01  -4.44107920e-02  -1.03438081e-01
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   -3.62998155e-01  -2.15650912e-01]
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   -7.34545485e-02   8.99922212e-02]
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   -8.78281847e-02  -1.29196650e-01]
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   -2.72914514e-01  -3.87736913e-02]
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   -4.14689185e-02  -1.52704003e-01]
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 [  3.73682958e-01   4.15695719e-01  -7.32735804e-02   2.93393414e-01
   -9.51511229e-01  -2.86732336e-01  -5.19443354e-01   1.78063422e-01
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 [  7.10064190e-02   9.80840721e-02   2.63655328e-01   2.70939773e-01
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   -1.12033036e-01  -2.62576371e-01]
 [  2.87332131e-02  -1.40005351e-01  -1.20492096e-01  -5.74318990e-02
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   -1.69539134e-01   1.32332703e-01]
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 [  7.23143454e-03   1.72060903e-01   8.85379733e-02  -3.25726527e-02
   -2.04059096e-02   1.67049013e-01  -3.54939380e-02   1.18114936e-01
   -1.08780821e-02   1.86513190e-01]
 [  2.37125109e-01   1.23179629e-01   3.09459025e-02   7.83548869e-02
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   -4.83663654e-02  -1.35060786e-02]
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   -7.36678672e-01   1.03920988e-01  -1.33343673e-01   1.57716190e-01
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   -5.82557910e-02   1.78762045e-02]
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   -2.11879396e-01   2.97895185e-02]
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   -1.66395811e-01  -2.22878262e-01]
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   -1.91405005e-02  -3.69890145e-01]
 [ -6.40566833e-02  -6.57358513e-02   2.86069554e-01   9.01001985e-02
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   -4.48110026e-02   1.96348919e-02]
 [ -2.85903648e-01  -3.42355001e-02   3.62162267e-02   6.05496691e-02
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   -1.89848958e-02   1.41326226e-01]
 [  1.85853823e-01  -5.76621341e-02  -2.14142923e-01   9.99372852e-03
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    1.87030827e-01   2.44109200e-02]
 [ -1.51749856e-01  -3.32361095e-01   1.36211673e-01  -5.44214552e-01
   -8.20141473e-01   1.98924607e-01   2.92988242e-01  -1.40029421e-01
   -1.36442296e-01   5.84765096e-02]]
[[ 0.61409277]
 [ 2.04306782]
 [ 0.2186435 ]
 [ 0.97820658]
 [-3.08921506]
 [-0.39717459]
 [-1.98436278]
 [ 0.0478147 ]
 [ 0.65503314]
 [ 0.8380152 ]]
Progress: 88.5% ... Training loss: 0.228 ... Validation loss: 0.400[[  2.39324156e-01   7.43669105e-01  -7.42847561e-02   1.75810389e-01
   -6.15864887e-02  -1.03097532e-01  -9.17018456e-02   1.19790961e-01
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 [  9.08634916e-03   9.55684094e-02  -2.10921108e-02   4.48829187e-02
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    1.47301888e-01  -2.65882190e-02]
 [  2.18989183e-01   4.70317716e-01   1.20355656e-03  -9.12519710e-02
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    7.00502356e-02   3.17822654e-01]
 [ -1.61671756e-02  -5.00166808e-01  -2.10105916e-01   2.06964763e-01
   -3.52926567e-01   1.87410661e-01   4.14480962e-01   5.64438935e-02
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 [ -6.70789551e-02  -2.50794213e-02  -1.42001920e-01   4.30271528e-02
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   -1.94871203e-01  -9.98313722e-02]
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   -4.47866183e-01   2.61404079e-02   4.08879490e-01  -4.26695338e-02
   -3.68222491e-02  -4.68682756e-02]
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   -3.10601393e-01  -6.18673023e-02   1.88699074e-01  -1.98029751e-01
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   -4.34560784e-01  -3.40565763e-02   1.56678197e-01   1.07925034e-01
    4.60946126e-02  -4.91013392e-02]
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   -2.77521668e-01   5.79233783e-02  -1.49662041e-02  -3.14364777e-02
    2.94073234e-01  -1.22045842e-01]
 [  2.50325603e-02  -6.02884163e-01   5.93817700e-02  -1.35763374e-01
   -6.59662653e-01  -1.08497424e-01   1.67176146e-01  -1.25953357e-01
   -2.44326550e-02   2.60636637e-02]
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   -4.23432005e-01  -1.10725456e-02   2.87206487e-01  -1.02974283e-01
    1.99880533e-02  -7.38690303e-02]
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   -1.29120352e-01   1.17689601e-01   3.63757831e-01  -2.06819935e-02
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[[ 0.61685673]
 [ 2.04404994]
 [ 0.22021445]
 [ 0.97851278]
 [-3.089514  ]
 [-0.39545311]
 [-1.98510603]
 [ 0.04949459]
 [ 0.65699498]
 [ 0.83859868]]
Progress: 88.5% ... Training loss: 0.231 ... Validation loss: 0.401[[  2.37991148e-01   7.40123481e-01  -7.48127701e-02   1.73380521e-01
   -5.40693284e-02  -1.02205648e-01  -8.74681464e-02   1.19676064e-01
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 [  2.17905831e-01   4.69412096e-01   7.18991553e-04  -9.33590720e-02
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    6.85727201e-02   3.15982291e-01]
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 [  8.04244549e-03   1.74444603e-01   8.88472936e-02  -3.14247453e-02
   -2.24562015e-02   1.66486229e-01  -3.71722521e-02   1.18181922e-01
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 [ -8.45462878e-02  -1.15087080e-01   1.27655869e-01   1.28540171e-01
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    1.86259462e-01   2.34258481e-02]
 [ -1.52817950e-01  -3.35884653e-01   1.35816771e-01  -5.46234709e-01
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   -1.37597368e-01   5.71738562e-02]]
[[ 0.61177051]
 [ 2.03953416]
 [ 0.21570106]
 [ 0.97391159]
 [-3.0941626 ]
 [-0.39881734]
 [-1.99055634]
 [ 0.04649938]
 [ 0.6528519 ]
 [ 0.83338535]]
Progress: 88.6% ... Training loss: 0.226 ... Validation loss: 0.398[[  2.39244118e-01   7.44958255e-01  -7.43973415e-02   1.75106856e-01
   -5.77825756e-02  -1.02968614e-01  -9.07020901e-02   1.19753745e-01
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   -1.95484682e-01  -2.37326100e-01]
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   -7.59681024e-01   3.40992008e-02   3.95903528e-01  -1.74527248e-01
   -1.65730813e-02  -3.66552571e-01]
 [ -6.41301803e-02  -6.53921911e-02   2.86119852e-01   9.01313764e-02
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   -4.47418599e-02   1.95110202e-02]
 [ -2.85188124e-01  -3.23596244e-02   3.64613627e-02   6.15802631e-02
    1.71060260e-01  -2.13924297e-01  -2.45350178e-02   2.37283634e-01
   -1.81772700e-02   1.42117628e-01]
 [  1.83111661e-01  -6.63942545e-02  -2.15062880e-01   5.54319142e-03
    1.25216162e-01  -3.31291113e-01   2.69233783e-02  -1.62515168e-01
    5.04161901e-02  -1.23946652e-01]
 [  2.66305637e-01  -2.33447805e-01   8.62909525e-02   6.56064734e-02
    1.28473956e-01  -7.72486815e-02   5.71554184e-03  -1.31510093e-01
    1.73048661e-01  -9.19661222e-02]
 [ -8.44951472e-02  -1.14889859e-01   1.27686071e-01   1.28631816e-01
    4.46163297e-02  -1.24920774e-01   1.78140657e-01  -7.90059860e-02
    1.86360311e-01   2.34895498e-02]
 [ -1.51939051e-01  -3.32483031e-01   1.36134143e-01  -5.44961477e-01
   -8.24200939e-01   1.99041418e-01   2.94981013e-01  -1.40049999e-01
   -1.36564329e-01   5.85599072e-02]]
[[ 0.61298205]
 [ 2.04280061]
 [ 0.21713116]
 [ 0.97499258]
 [-3.0965496 ]
 [-0.39689757]
 [-1.99000021]
 [ 0.04684348]
 [ 0.65440715]
 [ 0.83507269]]
Progress: 88.7% ... Training loss: 0.227 ... Validation loss: 0.397[[  2.36810220e-01   7.39547258e-01  -7.51820797e-02   1.71384784e-01
   -4.73118879e-02  -1.01415866e-01  -8.43973484e-02   1.19572168e-01
    2.19326155e-02   3.41655329e-01]
 [  9.55822140e-03   9.67095161e-02  -2.09055518e-02   4.56929019e-02
    1.46306825e-02  -6.51299870e-03   3.53795638e-01   3.99090175e-02
    1.47859471e-01  -2.59068259e-02]
 [  2.12165838e-01   4.52238030e-01  -1.39939502e-03  -1.03241736e-01
    8.77740975e-01  -1.88123706e-02  -1.22643071e+00  -4.72012355e-02
    6.17808542e-02   3.07629618e-01]
 [ -1.46182210e-02  -4.89713725e-01  -2.09267627e-01   2.10957003e-01
   -3.62402367e-01   1.86580494e-01   4.13457591e-01   5.66135956e-02
    7.15399268e-02   2.75015474e-01]
 [ -7.10294354e-02  -3.75617721e-02  -1.43348372e-01   3.65073697e-02
   -1.43958982e-01  -1.87987078e-01   1.79014230e-01  -1.13443978e-01
   -1.98774050e-01  -1.05370682e-01]
 [ -3.83445270e-01  -7.02050308e-01  -3.01609846e-01   1.42329972e-01
   -4.44725376e-01   2.63803593e-02   4.11879001e-01  -4.27096459e-02
   -3.73928991e-02  -4.77675110e-02]
 [ -3.46847125e-02  -4.87235620e-01  -1.55585845e-04   2.89413498e-02
   -3.04312503e-01  -6.12613146e-02   1.88847556e-01  -1.98123328e-01
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 [  7.75706171e-02  -5.82787393e-01   1.43878961e-02  -1.33864150e-01
   -4.24461805e-01  -3.20566889e-02   1.65836124e-01   1.07671446e-01
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 [ -1.71673817e-01  -2.46298506e-01  -2.97420488e-01  -1.59632875e-02
   -2.75537546e-01   5.84188792e-02  -1.25015634e-02  -3.15034181e-02
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 [  2.08407664e-02  -6.14482731e-01   5.79162132e-02  -1.42852964e-01
   -6.41118200e-01  -1.06031729e-01   1.77197360e-01  -1.26300672e-01
   -2.92024701e-02   2.04501940e-02]
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   -4.19100552e-01  -1.01833369e-02   2.92317162e-01  -1.03078513e-01
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   -1.30483460e-01   1.17676024e-01   3.63396503e-01  -2.06846663e-02
   -1.95710635e-01  -2.37606017e-01]
 [ -1.62103514e-01  -1.94263986e-03   5.97865714e-02   1.46004954e-02
   -1.64563646e-01  -2.16872729e-01  -1.69928629e-01  -1.97653169e-01
    8.01656047e-02   1.65703808e-01]
 [ -2.93893823e-01  -3.52109761e-01   9.12715796e-02   1.98291872e-01
   -1.89414208e-01  -5.98121447e-02   1.23518066e-01  -2.63547161e-01
   -2.96315847e-01  -1.22820681e-01]
 [  8.54837118e-02  -2.71329854e-01  -2.84035273e-02   8.94975975e-02
   -7.51410668e-02  -8.67779867e-02   3.25269907e-01  -2.55956503e-04
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 [  3.02904567e-02  -1.71289566e-01  -2.13702869e-01   1.25710185e-01
   -6.11448943e-02   7.71867955e-02  -7.83135538e-04  -2.12244490e-02
   -9.47542745e-02  -8.75922224e-03]
 [ -1.27147066e-01  -1.35978620e-01  -2.02960671e-01   1.43410526e-01
   -6.01094976e-02   1.35659298e-01  -3.36395462e-02  -2.52527584e-01
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 [ -5.91117503e-02  -1.51618467e-01   2.78833937e-01   1.09472892e-01
   -3.09294261e-02  -6.79902850e-02  -5.33274797e-02   1.20098416e-01
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 [  6.27743893e-02  -9.98341555e-02   8.38682628e-02   6.59011164e-02
   -1.25267116e-01  -1.04045398e-02   1.31783767e-01   1.17426063e-01
   -3.31109403e-02  -6.07959750e-02]
 [  7.01311872e-03  -2.62984826e-01  -2.98944768e-01  -6.84255632e-02
   -1.48858587e-01  -9.05845878e-02  -1.99274700e-02   1.59431812e-01
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 [  5.66250013e-02  -9.80497212e-02  -1.10426422e-01   6.55975578e-02
   -3.74440581e-01   3.12602793e-01   3.34705542e-01   2.03817480e-01
   -1.43876294e-01  -4.11249781e-02]
 [  1.90510758e-02   3.22106900e-02   1.28902645e-01   1.39287600e-01
   -6.19254519e-02   9.69870209e-02  -8.57096285e-03  -4.14525128e-02
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 [  1.03075077e-01   6.30696280e-02  -4.59463501e-02  -1.16650851e-01
   -1.69403750e-01  -3.25502523e-01   1.50820452e-01   6.64514958e-03
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   -1.51792694e-01  -2.01752118e-01   2.61476376e-02  -2.20185399e-02
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   -4.03430225e-01  -2.91863835e-03   7.41511717e-02  -2.63122267e-02
   -9.89969818e-03   3.71967052e-02]
 [ -1.85761054e-02  -2.35938150e-01  -7.16098056e-02  -1.09126738e-01
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   -1.68411721e-01  -3.70296637e-01]
 [ -1.21917349e-02  -5.66659543e-01  -3.13295110e-02  -6.97080053e-02
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    3.39120275e-02  -3.90063032e-01]
 [  1.52221583e-02  -6.33318957e-01  -4.44661754e-02  -1.03617089e-01
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   -3.63134282e-01  -2.15855263e-01]
 [ -1.80493955e-01  -7.32148980e-01  -1.34566198e-02  -2.11874053e-01
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   -7.36678709e-02   8.97851674e-02]
 [ -3.07268535e-01  -5.72263408e-01   5.38160821e-02  -4.75651352e-02
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   -8.85383620e-02  -1.30060899e-01]
 [ -2.26346021e-01  -4.35232994e-01   2.45442827e-01  -2.61728294e-01
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   -2.73985109e-01  -4.00257584e-02]
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   -4.24244458e-02  -1.53929997e-01]
 [  5.52378229e-02   2.55968857e-01   1.44373487e-01  -1.60143226e-01
   -2.19682144e-01   7.85908827e-02  -1.05991477e-01   2.75824960e-01
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 [  3.74629108e-01   4.19214476e-01  -7.28358737e-02   2.94962272e-01
   -9.57218536e-01  -2.87419570e-01  -5.20022149e-01   1.78151697e-01
    4.10679955e-01   1.20124951e-02]
 [  7.08845243e-02   9.76590334e-02   2.63621867e-01   2.70714770e-01
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   -1.12103564e-01  -2.62882040e-01]
 [  2.90554928e-02  -1.40242356e-01  -1.20395340e-01  -5.70140197e-02
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 [  2.74008705e-02  -2.51439435e-02  -6.14881284e-02  -2.81984342e-02
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 [  5.18066599e-02   1.67808696e-01   2.49899812e-01   9.63107713e-02
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   -1.69611659e-01   1.32275371e-01]
 [  1.01670770e-01   1.24007984e-01   1.14645752e-01   2.92135801e-02
   -1.78767054e-01   4.81627241e-02  -8.02468173e-02  -2.70646650e-01
    6.66778377e-03  -5.88671844e-02]
 [  7.10469639e-03   1.70673842e-01   8.84906222e-02  -3.30455978e-02
   -1.66930533e-02   1.67127716e-01  -3.51443403e-02   1.18103419e-01
   -1.11221699e-02   1.86101098e-01]
 [  2.37340474e-01   1.23936189e-01   3.10164115e-02   7.84582034e-02
    2.22360141e-02  -3.59927839e-02  -2.97313252e-01   1.47992137e-01
   -4.81835618e-02  -1.33261680e-02]
 [  5.69994585e-02   1.08221486e-01   2.06859833e-02   5.28951109e-02
   -4.80612102e-01  -1.30928817e-01  -2.82611616e-01   4.12720674e-02
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 [  5.84859724e-02   4.61876280e-01   1.29554103e-01   4.58269069e-01
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   -1.46649790e+00  -6.44722231e-02  -3.35927856e-01   1.48936522e-01
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 [  1.94252197e-01   2.89008268e-01   2.31670004e-01   9.68804602e-02
   -7.36439897e-01   1.04161610e-01  -1.32509188e-01   1.57689417e-01
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 [ -9.88120668e-02   2.27029317e-01   2.31584442e-01  -1.82561753e-02
   -1.67343949e-01   1.45157996e-01  -6.08755927e-02  -1.77910153e-02
   -5.85261502e-02   1.75835864e-02]
 [ -1.16385445e-01  -5.42713028e-03   1.79380624e-02   6.87095246e-02
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   -2.91467523e-01  -1.11578741e-01]
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   -2.11762094e-01   2.99434437e-02]
 [  8.61490763e-03  -4.92910006e-01  -1.28941684e-01  -1.64847840e-01
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   -1.67205632e-01  -2.23846629e-01]
 [ -2.58908997e-02  -5.05022813e-01  -2.11454219e-01  -2.43922719e-01
   -7.58009289e-01   3.49371794e-02   3.99925306e-01  -1.74627516e-01
   -1.78704737e-02  -3.68360695e-01]
 [ -6.37900408e-02  -6.51687135e-02   2.86240873e-01   9.06705288e-02
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   -4.43913053e-02   2.00124128e-02]
 [ -2.86277360e-01  -3.59828687e-02   3.60828633e-02   5.98658896e-02
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   -1.93283088e-02   1.40697027e-01]
 [  1.83462552e-01  -6.51814266e-02  -2.14929268e-01   6.05092242e-03
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    5.07931194e-02  -1.23419715e-01]
 [  2.65439901e-01  -2.36334047e-01   8.59987109e-02   6.42611475e-02
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    1.72019365e-01  -9.32161602e-02]
 [ -8.51177634e-02  -1.16211642e-01   1.27476593e-01   1.27665388e-01
    4.77113158e-02  -1.24499922e-01   1.78993467e-01  -7.90534793e-02
    1.85627864e-01   2.25904764e-02]
 [ -1.53474965e-01  -3.37021727e-01   1.35587691e-01  -5.47319221e-01
   -8.19134827e-01   2.00099096e-01   2.99103185e-01  -1.40174600e-01
   -1.38320528e-01   5.64652333e-02]]
[[ 0.59438092]
 [ 2.02882373]
 [ 0.20084991]
 [ 0.961715  ]
 [-3.11011193]
 [-0.41133483]
 [-1.99957245]
 [ 0.03155534]
 [ 0.63813123]
 [ 0.81605849]]
Progress: 88.7% ... Training loss: 0.225 ... Validation loss: 0.402[[  2.38677425e-01   7.46079569e-01  -7.45267920e-02   1.74242390e-01
   -5.40943678e-02  -1.02789872e-01  -8.97605838e-02   1.19671618e-01
    2.39715779e-02   3.44107537e-01]
 [  9.57666821e-03   9.67813611e-02  -2.09010582e-02   4.57038060e-02
    1.47031335e-02  -6.51936494e-03   3.53689878e-01   3.99095869e-02
    1.47864583e-01  -2.58868402e-02]
 [  2.12454312e-01   4.55097419e-01  -1.29143661e-03  -1.02642878e-01
    8.72056124e-01  -1.90028109e-02  -1.22944114e+00  -4.71880862e-02
    6.21269094e-02   3.08194128e-01]
 [ -1.51967137e-02  -4.93297908e-01  -2.09534490e-01   2.10199912e-01
   -3.60341156e-01   1.87063871e-01   4.17497644e-01   5.65867836e-02
    7.07272467e-02   2.74648458e-01]
 [ -7.04390803e-02  -3.70993366e-02  -1.43226499e-01   3.74693905e-02
   -1.45999508e-01  -1.88401509e-01   1.78366944e-01  -1.13416317e-01
   -1.98111033e-01  -1.04476417e-01]
 [ -3.82658787e-01  -7.00657971e-01  -3.01340011e-01   1.43585617e-01
   -4.47009108e-01   2.57845841e-02   4.10400801e-01  -4.26668552e-02
   -3.65406107e-02  -4.68715426e-02]
 [ -3.28292165e-02  -4.83034455e-01   4.87488481e-04   3.20992031e-02
   -3.12974568e-01  -6.26005848e-02   1.84161689e-01  -1.98024085e-01
    1.77058034e-01   3.33932790e-02]
 [  7.84770252e-02  -5.80460957e-01   1.46954387e-02  -1.32328264e-01
   -4.30680547e-01  -3.27432963e-02   1.63657499e-01   1.07722193e-01
    4.34809213e-02  -5.22183481e-02]
 [ -1.71088897e-01  -2.44627855e-01  -2.97211350e-01  -1.51478616e-02
   -2.76102833e-01   5.80109824e-02  -1.44133597e-02  -3.14728942e-02
    2.93781982e-01  -1.22408314e-01]
 [  2.18224250e-02  -6.11472115e-01   5.82422110e-02  -1.41384337e-01
   -6.46901073e-01  -1.06717229e-01   1.73446406e-01  -1.26255447e-01
   -2.81825732e-02   2.17279431e-02]
 [ -6.68464258e-02  -3.19841514e-01   1.33370152e-02  -1.14063669e-01
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[[ 0.60987591]
 [ 2.03850765]
 [ 0.21382684]
 [ 0.97723831]
 [-3.10157571]
 [-0.39696592]
 [-1.98144712]
 [ 0.04428383]
 [ 0.65193759]
 [ 0.82947354]]
Progress: 88.8% ... Training loss: 0.223 ... Validation loss: 0.401[[  2.36535237e-01   7.41053943e-01  -7.52599889e-02   1.70699047e-01
   -4.75584537e-02  -1.01383242e-01  -8.43706029e-02   1.19513944e-01
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 [  2.12791202e-01   4.55259164e-01  -1.15713538e-03  -1.01912880e-01
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    6.27452051e-02   3.08804263e-01]
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 [  7.08652897e-02   9.71078635e-02   2.63618273e-01   2.70513705e-01
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 [  6.89137467e-03   1.69816418e-01   8.84152668e-02  -3.34636380e-02
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   -4.76998538e-02  -1.27519802e-02]
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 [ -2.61967847e-02  -5.05704632e-01  -2.11583703e-01  -2.44603288e-01
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   -4.37826134e-02   2.08417801e-02]
 [ -2.86760121e-01  -3.78444106e-02   3.59018540e-02   5.89793743e-02
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   -1.98736023e-02   1.39981715e-01]
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 [  2.66153767e-01  -2.35347811e-01   8.62200362e-02   6.51336543e-02
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 [ -8.52521353e-02  -1.17194420e-01   1.27407763e-01   1.27383282e-01
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    1.85438650e-01   2.24073140e-02]
 [ -1.54372543e-01  -3.37744784e-01   1.35334290e-01  -5.48448057e-01
   -8.17851670e-01   2.00556119e-01   3.02127698e-01  -1.40236110e-01
   -1.39132393e-01   5.54854968e-02]]
[[ 0.59966648]
 [ 2.03584094]
 [ 0.20483015]
 [ 0.96752767]
 [-3.10633336]
 [-0.40868881]
 [-1.99758997]
 [ 0.03245834]
 [ 0.64145573]
 [ 0.81837135]]
Progress: 88.8% ... Training loss: 0.222 ... Validation loss: 0.398[[  2.39070001e-01   7.50562648e-01  -7.43073536e-02   1.75195794e-01
   -5.77499439e-02  -1.03096114e-01  -9.13312157e-02   1.19654897e-01
    2.43457552e-02   3.44890006e-01]
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    1.48585449e-01  -2.49246544e-02]
 [  2.14246868e-01   4.61089226e-01  -6.06947942e-04  -9.92723937e-02
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    6.43279512e-02   3.11176867e-01]
 [ -2.08353016e-02  -5.07420808e-01  -2.11454957e-01   2.01089524e-01
   -3.43656031e-01   1.90915120e-01   4.32791722e-01   5.62228392e-02
    6.45703152e-02   2.66934782e-01]
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   -1.96076833e-01  -1.02446396e-01]
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   -3.73564852e-02  -4.78148374e-02]
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   -4.30684238e-01  -3.24759389e-02   1.65843186e-01   1.07671722e-01
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   -2.72792960e-01   5.84185873e-02  -1.26420233e-02  -3.15129389e-02
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   -1.94358827e-01  -2.36196205e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94174376e-01  -3.53163818e-01   9.11587874e-02   1.97884960e-01
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   -2.96693616e-01  -1.23259701e-01]
 [  8.60792292e-02  -2.70001594e-01  -2.81875744e-02   9.04167590e-02
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 [  3.12535665e-02  -1.68665227e-01  -2.13361870e-01   1.27219649e-01
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   -9.37587060e-02  -7.66644521e-03]
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 [  6.25858136e-02  -1.00865130e-01   8.38038326e-02   6.56730028e-02
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   -3.33872342e-02  -6.10040894e-02]
 [  6.93175775e-03  -2.62347514e-01  -2.98966258e-01  -6.82756779e-02
   -1.49739347e-01  -9.05750186e-02  -1.93272175e-02   1.59416164e-01
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 [  5.84270228e-02  -9.21266215e-02  -1.09777856e-01   6.86314517e-02
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   -1.68442671e-01  -3.70327800e-01]
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 [  1.59178408e-02  -6.32770005e-01  -4.42358796e-02  -1.02474994e-01
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   -3.62406592e-01  -2.14913395e-01]
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   -8.84847104e-02  -1.29960446e-01]
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 [  7.06515119e-02   9.67401274e-02   2.63552338e-01   2.70155500e-01
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   -1.68335742e-01  -2.25375448e-01]
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   -1.64232271e-02  -3.66474544e-01]
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   -4.27423513e-02   2.21504138e-02]
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    1.72959099e-01  -9.21193588e-02]
 [ -8.47304994e-02  -1.15686336e-01   1.27601523e-01   1.28330815e-01
    4.55234137e-02  -1.24777946e-01   1.78354655e-01  -7.90425929e-02
    1.85978753e-01   2.32051463e-02]
 [ -1.54882425e-01  -3.38330600e-01   1.35165953e-01  -5.49284993e-01
   -8.16157495e-01   2.00949633e-01   3.02089778e-01  -1.40268864e-01
   -1.39787735e-01   5.48632837e-02]]
[[ 0.61037328]
 [ 2.04418331]
 [ 0.21399675]
 [ 0.97554323]
 [-3.09999171]
 [-0.40170092]
 [-1.99189126]
 [ 0.03941356]
 [ 0.65035973]
 [ 0.82647982]]
Progress: 88.8% ... Training loss: 0.223 ... Validation loss: 0.397[[  2.39069067e-01   7.51380599e-01  -7.42922657e-02   1.75071266e-01
   -5.49767139e-02  -1.02988565e-01  -9.14937792e-02   1.19651528e-01
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 [  1.03429851e-02   9.92251423e-02  -2.06287423e-02   4.69407084e-02
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    1.48657687e-01  -2.48230559e-02]
 [  2.13950404e-01   4.60358015e-01  -7.27830995e-04  -9.99393004e-02
    8.69152864e-01  -2.00734806e-02  -1.23481102e+00  -4.71060135e-02
    6.38274436e-02   3.10051654e-01]
 [ -1.73968200e-02  -4.96220691e-01  -2.10217756e-01   2.06819003e-01
   -3.54281914e-01   1.88668782e-01   4.26327898e-01   5.64622823e-02
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 [ -6.79293080e-02  -2.85240585e-02  -1.41999055e-01   4.16212096e-02
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   -1.94681535e-01  -1.00957111e-01]
 [ -3.84079264e-01  -7.04983342e-01  -3.01831706e-01   1.41271590e-01
   -4.45055373e-01   2.66924225e-02   4.13671574e-01  -4.27732998e-02
   -3.82186228e-02  -4.88808577e-02]
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   -4.29082092e-01  -3.21850390e-02   1.65114948e-01   1.07639517e-01
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   -1.94182177e-01  -2.36148269e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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   -2.96630252e-01  -1.23158933e-01]
 [  8.57640668e-02  -2.71057056e-01  -2.82886252e-02   8.99287742e-02
   -7.58683823e-02  -8.70593413e-02   3.25367271e-01  -2.40901552e-04
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 [  3.06080846e-02  -1.70258266e-01  -2.13576577e-01   1.26239139e-01
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   -9.44635391e-02  -8.60873855e-03]
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 [  6.28244785e-02  -1.00440600e-01   8.38851632e-02   6.59512373e-02
   -1.27914730e-01  -1.03311499e-02   1.30267998e-01   1.17415706e-01
   -3.31450402e-02  -6.07024986e-02]
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   -1.47722241e-01  -9.01474470e-02  -1.84095792e-02   1.59370677e-01
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   -1.68583973e-01  -3.70519747e-01]
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   -3.62574713e-01  -2.15094804e-01]
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   -7.40505038e-02   8.93378156e-02]
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   -8.85832198e-02  -1.30084598e-01]
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 [  3.74352405e-01   4.19472417e-01  -7.28582915e-02   2.94576587e-01
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 [  7.04365405e-02   9.56975668e-02   2.63476795e-01   2.69774954e-01
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 [  3.05525695e-02  -1.36476359e-01  -1.19878902e-01  -5.47338881e-02
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 [  5.17546151e-02   1.67344067e-01   2.49905572e-01   9.62534731e-02
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   -1.69647841e-01   1.32312947e-01]
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 [  7.68857149e-03   1.72610401e-01   8.86763243e-02  -3.23921776e-02
   -1.83684846e-02   1.66734595e-01  -3.72672024e-02   1.18136327e-01
   -1.06034021e-02   1.86708304e-01]
 [  2.38919178e-01   1.29285042e-01   3.15516124e-02   8.08527719e-02
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   -4.64313398e-02  -1.10954121e-02]
 [  5.65616210e-02   1.07026865e-01   2.05388125e-02   5.21426070e-02
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   -7.34180758e-01   1.04895760e-01  -1.29353626e-01   1.57614042e-01
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   -5.77658923e-02   1.85190795e-02]
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   -2.12259588e-01   2.93651506e-02]
 [  7.36392565e-03  -4.96063299e-01  -1.29378760e-01  -1.66908098e-01
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   -1.68611631e-01  -2.25725881e-01]
 [ -2.57414072e-02  -5.03269369e-01  -2.11379110e-01  -2.43755529e-01
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   -1.76387349e-02  -3.68185903e-01]
 [ -6.27070435e-02  -6.22141192e-02   2.86611587e-01   9.25497147e-02
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   -4.33384204e-02   2.13836159e-02]
 [ -2.86800444e-01  -3.78373095e-02   3.59108809e-02   5.89859676e-02
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   -1.99048883e-02   1.39801018e-01]
 [  1.84794687e-01  -6.00814013e-02  -2.14355378e-01   8.47880378e-03
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    5.23488010e-02  -1.21878331e-01]
 [  2.66345637e-01  -2.35364622e-01   8.62916459e-02   6.53497123e-02
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 [ -8.51557766e-02  -1.17533484e-01   1.27461662e-01   1.27656027e-01
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    1.85515531e-01   2.25871366e-02]
 [ -1.54772577e-01  -3.38003264e-01   1.35203954e-01  -5.49138252e-01
   -8.17426295e-01   2.00858033e-01   3.00445572e-01  -1.40265603e-01
   -1.39737165e-01   5.49603826e-02]]
[[ 0.60429536]
 [ 2.04101497]
 [ 0.20706834]
 [ 0.97161833]
 [-3.10801125]
 [-0.40701367]
 [-2.00010993]
 [ 0.03456137]
 [ 0.64456279]
 [ 0.82313576]]
Progress: 88.9% ... Training loss: 0.221 ... Validation loss: 0.395[[  2.40232923e-01   7.55656893e-01  -7.38775981e-02   1.77173848e-01
   -5.76004745e-02  -1.03742334e-01  -9.43871402e-02   1.19723252e-01
    2.56205559e-02   3.45918505e-01]
 [  1.07384612e-02   1.00573064e-01  -2.04907696e-02   4.75937576e-02
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    1.49073378e-01  -2.43262451e-02]
 [  2.13338446e-01   4.59621515e-01  -9.41808513e-04  -1.00882292e-01
    8.72269449e-01  -1.96668974e-02  -1.23478069e+00  -4.71360016e-02
    6.32837887e-02   3.09257066e-01]
 [ -1.66328197e-02  -4.94592659e-01  -2.10058640e-01   2.07853705e-01
   -3.60106787e-01   1.88131291e-01   4.23730206e-01   5.64958356e-02
    6.89363782e-02   2.72711467e-01]
 [ -6.76183175e-02  -2.84278245e-02  -1.41885051e-01   4.23764818e-02
   -1.63100591e-01  -1.90746376e-01   1.70710874e-01  -1.13218258e-01
   -1.94358364e-01  -1.00730640e-01]
 [ -3.83522779e-01  -7.04472389e-01  -3.01636158e-01   1.42242898e-01
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   -3.75706565e-02  -4.81433608e-02]
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   -3.20422253e-01  -6.38292518e-02   1.79218711e-01  -1.97924548e-01
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   -4.29143807e-01  -3.24580775e-02   1.63401151e-01   1.07659655e-01
    4.27581471e-02  -5.31582995e-02]
 [ -1.71738282e-01  -2.46656183e-01  -2.97382228e-01  -1.64702862e-02
   -2.72469958e-01   5.84108300e-02  -1.20526328e-02  -3.15143490e-02
    2.93042518e-01  -1.23444967e-01]
 [  2.15093139e-02  -6.10053414e-01   5.82303250e-02  -1.41635936e-01
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    1.85551117e-01   2.26357812e-02]
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   -8.18573393e-01   2.00433734e-01   2.99205886e-01  -1.40232278e-01
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[[ 0.61324638]
 [ 2.04744209]
 [ 0.2144755 ]
 [ 0.98145065]
 [-3.10827043]
 [-0.3994664 ]
 [-1.98856294]
 [ 0.0431615 ]
 [ 0.65418805]
 [ 0.83254882]]
Progress: 89.0% ... Training loss: 0.223 ... Validation loss: 0.397[[  2.39503953e-01   7.54045055e-01  -7.41540579e-02   1.75528882e-01
   -5.00534996e-02  -1.03172491e-01  -9.14221257e-02   1.19657424e-01
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 [  2.09802403e-01   4.47313287e-01  -2.22409710e-03  -1.06679489e-01
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    5.96506551e-02   3.04801116e-01]
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   -3.72917862e-02  -4.77751385e-02]
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   -1.93646862e-01  -2.35466280e-01]
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   -1.68622045e-01  -3.70588518e-01]
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   -1.04948164e-02   1.86837607e-01]
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   -4.65424944e-02  -1.12052800e-02]
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 [ -2.86800336e-01  -3.84633678e-02   3.59262912e-02   5.90681614e-02
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 [ -8.49169715e-02  -1.17394310e-01   1.27533196e-01   1.27933966e-01
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    1.85762268e-01   2.29680554e-02]
 [ -1.54131294e-01  -3.35832688e-01   1.35434444e-01  -5.48308621e-01
   -8.20122509e-01   2.00393544e-01   2.98559450e-01  -1.40232284e-01
   -1.39036878e-01   5.59249358e-02]]
[[ 0.60347538]
 [ 2.04127269]
 [ 0.20581659]
 [ 0.97433857]
 [-3.11562758]
 [-0.40918811]
 [-1.99411879]
 [ 0.03465686]
 [ 0.64413686]
 [ 0.82162024]]
Progress: 89.0% ... Training loss: 0.221 ... Validation loss: 0.396[[  2.42224805e-01   7.63653436e-01  -7.32351890e-02   1.79657350e-01
   -5.85514554e-02  -1.05037791e-01  -9.78446684e-02   1.19822147e-01
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 [  2.11292830e-01   4.54039435e-01  -1.71380138e-03  -1.03945356e-01
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    6.12321671e-02   3.06772693e-01]
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   -3.50239678e-01   1.90390504e-01   4.33071362e-01   5.62821523e-02
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   -1.93375414e-01  -1.00415810e-01]
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   -3.61254484e-02  -4.65024479e-02]
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   -1.93953390e-01  -2.35896503e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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   -2.96623191e-01  -1.23221274e-01]
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   -9.19132856e-02  -5.58728156e-03]
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   -3.62795064e-01  -2.15354241e-01]
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 [  7.12510441e-02   9.73903056e-02   2.63779485e-01   2.71055152e-01
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   -2.11998127e-01   2.96546711e-02]
 [  7.45086512e-03  -4.96471909e-01  -1.29341877e-01  -1.66692863e-01
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   -1.68475635e-01  -2.25553230e-01]
 [ -2.61424050e-02  -5.05097822e-01  -2.11566637e-01  -2.44409658e-01
   -7.70770351e-01   3.50382788e-02   4.01946645e-01  -1.74722085e-01
   -1.79717088e-02  -3.68738317e-01]
 [ -6.20861714e-02  -6.08839018e-02   2.86809613e-01   9.33298576e-02
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   -4.27844520e-02   2.21815787e-02]
 [ -2.87124833e-01  -3.94961159e-02   3.58242531e-02   5.86049417e-02
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   -2.01596381e-02   1.39391553e-01]
 [  1.85982281e-01  -5.65440163e-02  -2.13928088e-01   1.04394984e-02
    1.20740640e-01  -3.33627701e-01   1.91318745e-02  -1.62316574e-01
    5.35842651e-02  -1.20209167e-01]
 [  2.67747315e-01  -2.32394330e-01   8.67795033e-02   6.76759562e-02
    1.29313120e-01  -7.81597455e-02   2.28351715e-03  -1.31453236e-01
    1.74394368e-01  -9.04606826e-02]
 [ -8.39258138e-02  -1.15159385e-01   1.27870570e-01   1.29395533e-01
    4.48633481e-02  -1.25249573e-01   1.77834966e-01  -7.89999338e-02
    1.86766922e-01   2.43124590e-02]
 [ -1.53347551e-01  -3.32092056e-01   1.35668382e-01  -5.47157067e-01
   -8.25360893e-01   1.99845803e-01   2.95913461e-01  -1.40193475e-01
   -1.38145102e-01   5.69361329e-02]]
[[ 0.62328654]
 [ 2.05636687]
 [ 0.22451441]
 [ 0.99266898]
 [-3.1061812 ]
 [-0.39463802]
 [-1.97817747]
 [ 0.04868396]
 [ 0.66619389]
 [ 0.84087726]]
Progress: 89.0% ... Training loss: 0.231 ... Validation loss: 0.406[[  2.41081098e-01   7.62127532e-01  -7.37025615e-02   1.77512524e-01
   -5.07239766e-02  -1.04109816e-01  -9.56629711e-02   1.19711195e-01
    2.61771999e-02   3.47313954e-01]
 [  1.12805426e-02   1.01825321e-01  -2.03196213e-02   4.83405298e-02
    6.90592891e-03  -7.67222633e-03   3.49986908e-01   3.99951316e-02
    1.49615122e-01  -2.34867576e-02]
 [  2.07633045e-01   4.42950829e-01  -3.07214157e-03  -1.09777773e-01
    8.88462559e-01  -1.62585472e-02  -1.22132224e+00  -4.76126163e-02
    5.70881655e-02   3.02007970e-01]
 [ -2.10728204e-02  -5.04515744e-01  -2.11600735e-01   2.00952606e-01
   -3.46925279e-01   1.91351354e-01   4.35920845e-01   5.61772444e-02
    6.42936740e-02   2.67584164e-01]
 [ -6.65838606e-02  -3.01354728e-02  -1.41340269e-01   4.45726283e-02
   -1.68763799e-01  -1.91690439e-01   1.69951166e-01  -1.13093947e-01
   -1.92871987e-01  -1.00279012e-01]
 [ -3.82425831e-01  -7.02317980e-01  -3.01297227e-01   1.43494913e-01
   -4.49364889e-01   2.55321948e-02   4.12237630e-01  -4.26781109e-02
   -3.64135653e-02  -4.69202950e-02]
 [ -2.82578386e-02  -4.67122274e-01   2.12254493e-03   3.91758237e-02
   -3.28425841e-01  -6.56450834e-02   1.70013484e-01  -1.97771696e-01
    1.81975068e-01   3.96333324e-02]
 [  7.31624099e-02  -5.92555059e-01   1.28092171e-02  -1.40334693e-01
   -4.14172440e-01  -2.94261116e-02   1.77151462e-01   1.07273609e-01
    3.76360367e-02  -5.91778187e-02]
 [ -1.72117570e-01  -2.46951636e-01  -2.97506460e-01  -1.73700454e-02
   -2.69499461e-01   5.85956393e-02  -1.12161850e-02  -3.15665829e-02
    2.92618980e-01  -1.23971251e-01]
 [  2.02375114e-02  -6.11504218e-01   5.76432298e-02  -1.44757711e-01
   -6.33223254e-01  -1.05833268e-01   1.78044996e-01  -1.26517953e-01
   -2.99394740e-02   1.88768744e-02]
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   -4.27196483e-01  -1.20641772e-02   2.86412101e-01  -1.02973683e-01
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 [ -1.64673177e-01  -4.76370764e-01  -8.01938617e-02   7.18603185e-03
   -1.42793538e-01   1.16801764e-01   3.62344776e-01  -2.06356284e-02
   -1.94354587e-01  -2.36431516e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94319514e-01  -3.53465567e-01   9.11042442e-02   1.97536622e-01
   -1.87942378e-01  -5.95166625e-02   1.24059673e-01  -2.63590820e-01
   -2.96863893e-01  -1.23515741e-01]
 [  8.66096084e-02  -2.69998610e-01  -2.79974086e-02   9.11128009e-02
   -7.82834215e-02  -8.76196960e-02   3.25542581e-01  -1.89090145e-04
    8.93753512e-03  -2.28531189e-02]
 [  3.32341049e-02  -1.63532507e-01  -2.12687001e-01   1.30314760e-01
   -7.11489825e-02   7.50398321e-02  -8.39624311e-03  -2.10569249e-02
   -9.16338215e-02  -5.28762695e-03]
 [ -1.25173017e-01  -1.29360652e-01  -2.02250486e-01   1.46508091e-01
   -6.37603754e-02   1.34281768e-01  -4.12366634e-02  -2.52399483e-01
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 [ -5.83278496e-02  -1.49060478e-01   2.79097197e-01   1.10526928e-01
   -3.76943282e-02  -6.85492092e-02  -5.55625853e-02   1.20112687e-01
    9.38650293e-02   7.79502511e-02]
 [  6.33550450e-02  -9.82552582e-02   8.40607423e-02   6.68243348e-02
   -1.29871436e-01  -1.06991679e-02   1.29470592e-01   1.17432447e-01
   -3.25250205e-02  -5.98989167e-02]
 [  5.86743394e-03  -2.65866565e-01  -2.99378082e-01  -6.99169141e-02
   -1.45842928e-01  -8.98435593e-02  -1.91680222e-02   1.59325369e-01
    9.32678583e-02  -5.37586719e-02]
 [  5.54612423e-02  -1.00712901e-01  -1.10856918e-01   6.36745417e-02
   -3.74497709e-01   3.13146434e-01   3.40262111e-01   2.03687963e-01
   -1.45000312e-01  -4.26055948e-02]
 [  1.83248335e-02   3.22111708e-02   1.28687755e-01   1.38263005e-01
   -5.83811223e-02   9.73712807e-02  -5.79863170e-03  -4.15232961e-02
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 [  1.02613735e-01   6.22093994e-02  -4.60854682e-02  -1.17742507e-01
   -1.64582996e-01  -3.25164063e-01   1.51282091e-01   6.61258641e-03
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 [ -1.18794883e-01  -1.63681379e-01  -2.05550931e-02   2.15371844e-03
   -1.49766908e-01  -2.01509691e-01   2.81774052e-02  -2.20614647e-02
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   -4.02510315e-01  -2.66877841e-03   7.56409144e-02  -2.63473197e-02
   -1.02823841e-02   3.66320162e-02]
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   -1.68355104e-01  -3.70287313e-01]
 [ -1.20114821e-02  -5.67924228e-01  -3.13260674e-02  -6.95840854e-02
    6.54074338e-01   9.73255056e-02   6.43222381e-01   9.11157797e-02
    3.40739863e-02  -3.90135068e-01]
 [  1.54892711e-02  -6.34166095e-01  -4.43984231e-02  -1.03173118e-01
    6.79573596e-01   1.98665520e-02   6.24014963e-01   4.83202908e-02
   -3.62914525e-01  -2.15502008e-01]
 [ -1.81235402e-01  -7.34264671e-01  -1.37228105e-02  -2.13001396e-01
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   -7.44370415e-02   8.89343477e-02]
 [ -3.07436962e-01  -5.73338555e-01   5.37576506e-02  -4.77427021e-02
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   -8.87142012e-02  -1.30210540e-01]
 [ -2.27979581e-01  -4.38357965e-01   2.44872990e-01  -2.64255205e-01
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   -2.75745767e-01  -4.21157689e-02]
 [ -1.61883848e-01  -3.09105146e-01  -1.91923109e-01  -1.39590114e-01
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   -4.18316692e-02  -1.53094535e-01]
 [  5.42070214e-02   2.52924122e-01   1.44028914e-01  -1.61111058e-01
   -2.17948772e-01   7.92763397e-02  -1.03460530e-01   2.75743109e-01
    1.04974076e-02   1.13185300e-01]
 [  3.76125499e-01   4.24725609e-01  -7.22692333e-02   2.96865373e-01
   -9.62306210e-01  -2.88289177e-01  -5.22824599e-01   1.78255200e-01
    4.11997345e-01   1.42921824e-02]
 [  7.13527108e-02   9.77054700e-02   2.63815471e-01   2.71202542e-01
    6.15815242e-03  -2.11215988e-01  -1.84871206e-01  -1.31524062e-01
   -1.11584704e-01  -2.62314510e-01]
 [  3.09978497e-02  -1.35311459e-01  -1.19732995e-01  -5.42498872e-02
    2.54150826e-01   3.18004979e-02  -4.47368832e-02  -1.86074853e-01
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 [  2.76788877e-02  -2.34176147e-02  -6.14459231e-02  -2.81668213e-02
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    5.76484287e-02   2.74951851e-02]
 [  5.10261381e-02   1.64790715e-01   2.49633712e-01   9.51086422e-02
   -1.54211791e-01  -1.54335475e-01  -1.83614398e-02   4.00816160e-02
   -1.70475946e-01   1.31316875e-01]
 [  1.04501010e-01   1.32614301e-01   1.15564527e-01   3.32384290e-02
   -1.87476954e-01   4.62513540e-02  -8.85567597e-02  -2.70495238e-01
    9.55490111e-03  -5.52971202e-02]
 [  6.37574826e-03   1.68184067e-01   8.82002093e-02  -3.45619930e-02
   -1.20476013e-02   1.67553610e-01  -3.40190874e-02   1.18034874e-01
   -1.19758256e-02   1.85041516e-01]
 [  2.38903420e-01   1.29424718e-01   3.15237148e-02   8.05905880e-02
    1.56221302e-02  -3.71701220e-02  -3.01473183e-01   1.48060726e-01
   -4.64623245e-02  -1.10275476e-02]
 [  5.62533881e-02   1.06631736e-01   2.04530888e-02   5.15709794e-02
   -4.77382596e-01  -1.30431136e-01  -2.81272096e-01   4.12263588e-02
    1.25938555e-01   2.04392121e-01]
 [  6.09139580e-02   4.71063361e-01   1.30524850e-01   4.62685111e-01
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 [  1.52732514e-01   4.55577503e-01   6.39216817e-02   4.15214521e-01
   -1.47689136e+00  -6.53561445e-02  -3.37741783e-01   1.48999949e-01
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 [  1.92267498e-01   2.83729363e-01   2.30938337e-01   9.35612539e-02
   -7.31883909e-01   1.05489820e-01  -1.28045129e-01   1.57551925e-01
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 [ -9.86499733e-02   2.28530342e-01   2.31626664e-01  -1.79047926e-02
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   -5.83029959e-02   1.78387559e-02]
 [ -1.17321963e-01  -8.31795233e-03   1.75973253e-02   6.72399451e-02
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   -2.92487774e-01  -1.12856108e-01]
 [ -2.29082951e-01  -9.28515407e-02  -9.65551865e-02  -3.50541816e-01
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   -2.12440765e-01   2.91324177e-02]
 [  7.36432753e-03  -4.96607075e-01  -1.29372967e-01  -1.66832087e-01
    3.67017223e-01   2.46882393e-02   2.20223852e-01   1.51542849e-01
   -1.68567866e-01  -2.25666752e-01]
 [ -2.76579601e-02  -5.07879466e-01  -2.12083026e-01  -2.46800196e-01
   -7.67550970e-01   3.60381360e-02   4.05610386e-01  -1.74844417e-01
   -1.96047402e-02  -3.70734601e-01]
 [ -6.23607310e-02  -6.17273729e-02   2.86725237e-01   9.29113282e-02
    1.53118868e-01   3.98114671e-02   2.30044241e-02  -2.91730104e-01
   -4.30292561e-02   2.17924002e-02]
 [ -2.86979092e-01  -3.88175964e-02   3.58563237e-02   5.87396544e-02
    1.83805200e-01  -2.12749054e-01  -2.07465820e-02   2.37164248e-01
   -2.00983710e-02   1.39486751e-01]
 [  1.84881716e-01  -5.98967187e-02  -2.14336401e-01   8.54929004e-03
    1.26153865e-01  -3.33049939e-01   2.14427952e-02  -1.62404000e-01
    5.23089110e-02  -1.21599230e-01]
 [  2.67168144e-01  -2.34166299e-01   8.65633765e-02   6.67391149e-02
    1.32063746e-01  -7.78184014e-02   3.58630965e-03  -1.31499889e-01
    1.73760464e-01  -9.12266956e-02]
 [ -8.45483502e-02  -1.16668732e-01   1.27629431e-01   1.28315304e-01
    4.87774434e-02  -1.24793264e-01   1.79513310e-01  -7.90509844e-02
    1.86135782e-01   2.35733485e-02]
 [ -1.53557949e-01  -3.32342176e-01   1.35574403e-01  -5.47660445e-01
   -8.25296123e-01   2.00010500e-01   2.96609160e-01  -1.40229471e-01
   -1.38440975e-01   5.66353603e-02]]
[[ 0.60719261]
 [ 2.04870348]
 [ 0.21054449]
 [ 0.98114268]
 [-3.11722479]
 [-0.40859615]
 [-1.99208084]
 [ 0.03342057]
 [ 0.6515308 ]
 [ 0.82440256]]
Progress: 89.1% ... Training loss: 0.221 ... Validation loss: 0.395[[  2.41265623e-01   7.63352977e-01  -7.36740840e-02   1.77741519e-01
   -4.93970965e-02  -1.04211997e-01  -9.66066703e-02   1.19721719e-01
    2.63849373e-02   3.47725832e-01]
 [  1.10721869e-02   1.00986729e-01  -2.03912464e-02   4.80071267e-02
    7.31785346e-03  -7.53363131e-03   3.50406732e-01   3.99843011e-02
    1.49408321e-01  -2.37646528e-02]
 [  2.07437496e-01   4.43143247e-01  -3.18781348e-03  -1.10207029e-01
    8.87422897e-01  -1.61169389e-02  -1.22183211e+00  -4.76257224e-02
    5.68546668e-02   3.01859086e-01]
 [ -2.27492606e-02  -5.11634891e-01  -2.12131156e-01   1.98802590e-01
   -3.36511316e-01   1.92517911e-01   4.40980061e-01   5.60851030e-02
    6.25093746e-02   2.65791231e-01]
 [ -6.43259419e-02  -2.15181279e-02  -1.40543637e-01   4.82316900e-02
   -1.77125925e-01  -1.93184511e-01   1.62972961e-01  -1.12966562e-01
   -1.90336066e-01  -9.74128088e-02]
 [ -3.81478061e-01  -7.00254130e-01  -3.00989841e-01   1.44834762e-01
   -4.51012468e-01   2.49324369e-02   4.10761306e-01  -4.26260966e-02
   -3.54360216e-02  -4.57311103e-02]
 [ -2.81466303e-02  -4.66886506e-01   2.16115855e-03   3.93079376e-02
   -3.30349023e-01  -6.57203073e-02   1.69473617e-01  -1.97763983e-01
    1.82101167e-01   3.99026514e-02]
 [  7.30268787e-02  -5.92761662e-01   1.27679347e-02  -1.40523439e-01
   -4.14366324e-01  -2.94139322e-02   1.77438786e-01   1.07268160e-01
    3.75543633e-02  -5.92195973e-02]
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 [ -2.87094841e-01  -3.92897288e-02   3.58290167e-02   5.86153128e-02
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 [  1.84251836e-01  -6.18545971e-02  -2.14567608e-01   7.46166693e-03
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 [  2.67431549e-01  -2.33534485e-01   8.66849378e-02   6.73534509e-02
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 [ -8.34297399e-02  -1.14077052e-01   1.27998006e-01   1.29948711e-01
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    1.87286105e-01   2.50846152e-02]
 [ -1.52035999e-01  -3.27631048e-01   1.36107529e-01  -5.45589063e-01
   -8.31933264e-01   1.98994303e-01   2.93158900e-01  -1.40143814e-01
   -1.36798811e-01   5.88391763e-02]]
[[ 0.61314946]
 [ 2.05363789]
 [ 0.21737015]
 [ 0.98711914]
 [-3.11437928]
 [-0.40282488]
 [-1.98327094]
 [ 0.0388409 ]
 [ 0.65785019]
 [ 0.8301792 ]]
Progress: 89.2% ... Training loss: 0.223 ... Validation loss: 0.398[[  2.39846781e-01   7.60377945e-01  -7.41461005e-02   1.75585053e-01
   -4.45703817e-02  -1.03176237e-01  -9.39071792e-02   1.19635578e-01
    2.46385595e-02   3.45816546e-01]
 [  1.04499801e-02   9.96013971e-02  -2.06128608e-02   4.70185199e-02
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    1.48874736e-01  -2.46022156e-02]
 [  2.06769012e-01   4.38528012e-01  -3.39804579e-03  -1.10764280e-01
    8.91587302e-01  -1.57345403e-02  -1.21968410e+00  -4.76604609e-02
    5.59334425e-02   3.00938664e-01]
 [ -1.95346741e-02  -5.01092389e-01  -2.10905623e-01   2.04603567e-01
   -3.55282007e-01   1.90318823e-01   4.32729968e-01   5.63033042e-02
    6.61180614e-02   2.70204314e-01]
 [ -6.57752196e-02  -2.74483882e-02  -1.41118874e-01   4.56202137e-02
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   -1.92018747e-01  -9.92804358e-02]
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   -3.65364533e-02  -4.70137598e-02]
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   -4.12920773e-01  -2.88117013e-02   1.79062208e-01   1.07211746e-01
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 [  1.92153172e-02  -6.15096684e-01   5.72434566e-02  -1.46747440e-01
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   -1.95164609e-01  -2.37413723e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
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   -1.88137245e-01  -5.95084327e-02   1.23513504e-01  -2.63589028e-01
   -2.96836711e-01  -1.23413426e-01]
 [  8.63245591e-02  -2.70535386e-01  -2.81176061e-02   9.04996887e-02
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 [  3.27853391e-02  -1.65012203e-01  -2.12845145e-01   1.29469948e-01
   -6.86495428e-02   7.53156493e-02  -6.67918633e-03  -2.10861610e-02
   -9.21578689e-02  -6.00075508e-03]
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 [  6.34904454e-02  -9.80392976e-02   8.40819802e-02   6.69301992e-02
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   -3.24509886e-02  -5.97462236e-02]
 [  4.61575866e-03  -2.69905814e-01  -2.99852947e-01  -7.18530224e-02
   -1.40409491e-01  -8.89498264e-02  -1.59853208e-02   1.59247721e-01
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 [  5.56717200e-02  -1.00858729e-01  -1.10781611e-01   6.40255174e-02
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   -1.44812117e-01  -4.23564731e-02]
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   -1.49851779e-01  -2.01387787e-01   2.89348479e-02  -2.20724438e-02
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   -1.68333418e-01  -3.70280354e-01]
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 [ -8.42099869e-02  -1.16121251e-01   1.27710122e-01   1.28632870e-01
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    1.86428171e-01   2.40485748e-02]
 [ -1.52660274e-01  -3.29665356e-01   1.35882293e-01  -5.46541063e-01
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   -1.37506653e-01   5.79614275e-02]]
[[ 0.60304106]
 [ 2.04554647]
 [ 0.20639171]
 [ 0.97776782]
 [-3.12025242]
 [-0.41165563]
 [-1.99397823]
 [ 0.03016203]
 [ 0.64796134]
 [ 0.82141997]]
Progress: 89.2% ... Training loss: 0.222 ... Validation loss: 0.394[[  2.39504878e-01   7.60288335e-01  -7.41669122e-02   1.75277528e-01
   -4.51714572e-02  -1.03067145e-01  -9.17609875e-02   1.19631674e-01
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 [  2.07794026e-01   4.43076964e-01  -2.96321684e-03  -1.08777331e-01
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   -3.68194385e-02  -4.74356132e-02]
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   -1.94954991e-01  -2.37097999e-01]
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   -1.68092964e-01  -2.25048506e-01]
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   -2.20983880e-02  -3.74016142e-01]
 [ -6.36594698e-02  -6.71830410e-02   2.86288094e-01   9.08921491e-02
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   -4.43203410e-02   2.02587003e-02]
 [ -2.86138125e-01  -3.66335491e-02   3.61584935e-02   6.00623206e-02
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   -1.93135998e-02   1.40418142e-01]
 [  1.86005157e-01  -5.71471952e-02  -2.13887004e-01   1.06313473e-02
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 [  2.67230238e-01  -2.33089812e-01   8.66397733e-02   6.72226545e-02
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    1.74037603e-01  -9.09830623e-02]
 [ -8.34061555e-02  -1.14294474e-01   1.27986184e-01   1.29948968e-01
    4.44702399e-02  -1.25538504e-01   1.77036198e-01  -7.89965753e-02
    1.87232569e-01   2.50696954e-02]
 [ -1.53581853e-01  -3.32666663e-01   1.35568383e-01  -5.48107059e-01
   -8.29260939e-01   2.00040169e-01   2.96535453e-01  -1.40229370e-01
   -1.38482291e-01   5.69724626e-02]]
[[ 0.60751102]
 [ 2.04609689]
 [ 0.20912416]
 [ 0.9808543 ]
 [-3.11415449]
 [-0.40824126]
 [-1.99227627]
 [ 0.03466556]
 [ 0.65289891]
 [ 0.82485333]]
Progress: 89.2% ... Training loss: 0.220 ... Validation loss: 0.396[[  2.41309892e-01   7.67280614e-01  -7.35212311e-02   1.78492714e-01
   -5.05516069e-02  -1.04190703e-01  -9.73799589e-02   1.19748011e-01
    2.64054720e-02   3.48315138e-01]
 [  1.04751626e-02   9.97111497e-02  -2.05880555e-02   4.71132084e-02
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    1.48889174e-01  -2.45188090e-02]
 [  2.12042743e-01   4.54053294e-01  -1.39280528e-03  -1.01678761e-01
    8.68760668e-01  -1.93910674e-02  -1.23262951e+00  -4.73299479e-02
    6.21883584e-02   3.09302473e-01]
 [ -1.79128976e-02  -4.95421655e-01  -2.10446517e-01   2.07082493e-01
   -3.64370614e-01   1.89296561e-01   4.24138432e-01   5.63828612e-02
    6.74865633e-02   2.72315810e-01]
 [ -6.32091902e-02  -2.27157835e-02  -1.40300487e-01   5.00255332e-02
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   -1.88939697e-01  -9.58342502e-02]
 [ -3.82707229e-01  -7.02878191e-01  -3.01469309e-01   1.42535410e-01
   -4.48005987e-01   2.58075403e-02   4.11540316e-01  -4.27131296e-02
   -3.69408085e-02  -4.77923896e-02]
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   -4.34671202e-01  -3.20503292e-02   1.66578570e-01   1.07495242e-01
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   -2.71067364e-01   5.82222309e-02  -1.33339931e-02  -3.15445085e-02
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   -1.94832983e-01  -2.36869316e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94672508e-01  -3.54208094e-01   9.09686992e-02   1.96986351e-01
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   -2.97365609e-01  -1.24153670e-01]
 [  8.54970522e-02  -2.73393375e-01  -2.84137229e-02   8.90477814e-02
   -7.57129836e-02  -8.68981587e-02   3.27336856e-01  -2.58495042e-04
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 [  3.35155574e-02  -1.62668000e-01  -2.12604245e-01   1.30462109e-01
   -6.87942242e-02   7.48524078e-02  -8.84948323e-03  -2.10436080e-02
   -9.13709054e-02  -5.28652736e-03]
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 [ -5.95986480e-02  -1.53416713e-01   2.78702975e-01   1.08857344e-01
   -3.44087661e-02  -6.77578982e-02  -5.22356958e-02   1.20054492e-01
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 [  6.39499347e-02  -9.82011623e-02   8.42455496e-02   6.76007815e-02
   -1.33169781e-01  -1.09843247e-02   1.27079345e-01   1.17459569e-01
   -3.19141131e-02  -5.89588412e-02]
 [  6.53473850e-03  -2.63798246e-01  -2.99088613e-01  -6.83736160e-02
   -1.51814158e-01  -9.03949933e-02  -2.05296197e-02   1.59366046e-01
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 [  5.66931232e-02  -9.80080415e-02  -1.10449171e-01   6.56893218e-02
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   -1.43732407e-01  -4.09406841e-02]
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   -1.67912032e-01  -3.69752866e-01]
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 [  1.57426384e-02  -6.34404522e-01  -4.43219096e-02  -1.02771069e-01
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   -3.62633223e-01  -2.15149488e-01]
 [ -1.80760403e-01  -7.33897948e-01  -1.35485926e-02  -2.12183569e-01
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   -7.39197946e-02   8.96102030e-02]
 [ -3.06883284e-01  -5.72679548e-01   5.39555296e-02  -4.67689361e-02
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   -8.80772082e-02  -1.29414934e-01]
 [ -2.28299414e-01  -4.39287822e-01   2.44771374e-01  -2.64624874e-01
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   -2.76061062e-01  -4.24595390e-02]
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   -4.20331341e-02  -1.53379760e-01]
 [  5.32305144e-02   2.49689908e-01   1.43635561e-01  -1.62737343e-01
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 [  3.78319709e-01   4.34590575e-01  -7.13210996e-02   3.00970791e-01
   -9.73002475e-01  -2.89972250e-01  -5.29662265e-01   1.78401361e-01
    4.14488925e-01   1.75969741e-02]
 [  7.19318086e-02   9.80758953e-02   2.63997489e-01   2.71968675e-01
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   -1.10982732e-01  -2.61555009e-01]
 [  3.10805739e-02  -1.35395283e-01  -1.19697680e-01  -5.41779938e-02
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 [  2.70249476e-02  -2.55935273e-02  -6.16790143e-02  -2.94264677e-02
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 [  5.02746528e-02   1.62399949e-01   2.49351670e-01   9.36480258e-02
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   -1.71450987e-01   1.30205964e-01]
 [  1.04949044e-01   1.33301876e-01   1.15702551e-01   3.39700027e-02
   -1.85792221e-01   4.58757185e-02  -8.98962278e-02  -2.70465412e-01
    1.00298185e-02  -5.46888385e-02]
 [  6.78952321e-03   1.69590342e-01   8.83140732e-02  -3.42031466e-02
   -1.22774665e-02   1.67289969e-01  -3.50515572e-02   1.18056043e-01
   -1.15644186e-02   1.85527483e-01]
 [  2.39602682e-01   1.31110886e-01   3.17705548e-02   8.14131457e-02
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   -4.56444669e-02  -1.00356192e-02]
 [  5.66022467e-02   1.07779209e-01   2.05921224e-02   5.22402119e-02
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 [  6.07877752e-02   4.70917366e-01   1.30478444e-01   4.62713300e-01
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 [  1.92506757e-01   2.85624749e-01   2.31081018e-01   9.42739100e-02
   -7.37151407e-01   1.05195621e-01  -1.29152278e-01   1.57567223e-01
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 [ -9.82503468e-02   2.29868339e-01   2.31759130e-01  -1.72286400e-02
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   -5.78661406e-02   1.83276892e-02]
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   -2.92566616e-01  -1.12944066e-01]
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   -2.12791631e-01   2.86973691e-02]
 [  7.64299416e-03  -4.96225084e-01  -1.29272553e-01  -1.66407617e-01
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   -1.68286602e-01  -2.25305743e-01]
 [ -2.90603779e-02  -5.11308684e-01  -2.12610109e-01  -2.49052171e-01
   -7.63412324e-01   3.70573130e-02   4.08708483e-01  -1.74939242e-01
   -2.12164916e-02  -3.72870709e-01]
 [ -6.29393736e-02  -6.54912973e-02   2.86515268e-01   9.21739615e-02
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   -4.35087688e-02   2.12188715e-02]
 [ -2.86279589e-01  -3.74772496e-02   3.61243757e-02   5.98257924e-02
    1.81023019e-01  -2.13333822e-01  -2.48749386e-02   2.37193362e-01
   -1.94159455e-02   1.40168666e-01]
 [  1.87484389e-01  -5.15267666e-02  -2.13305842e-01   1.33680067e-02
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    5.51377809e-02  -1.17620379e-01]
 [  2.67305738e-01  -2.33247518e-01   8.66603017e-02   6.73297681e-02
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    1.74084502e-01  -9.09114614e-02]
 [ -8.37233966e-02  -1.15405171e-01   1.27867621e-01   1.29360180e-01
    4.67374474e-02  -1.25304840e-01   1.77485208e-01  -7.90179326e-02
    1.86885418e-01   2.46641327e-02]
 [ -1.53157697e-01  -3.31451026e-01   1.35705331e-01  -5.47673380e-01
   -8.33368745e-01   1.99750009e-01   2.94571258e-01  -1.40210413e-01
   -1.38032296e-01   5.75311142e-02]]
[[ 0.62276335]
 [ 2.05711737]
 [ 0.2182687 ]
 [ 0.99238716]
 [-3.11082255]
 [-0.39969992]
 [-1.98629291]
 [ 0.04424182]
 [ 0.66480296]
 [ 0.8380681 ]]
Progress: 89.3% ... Training loss: 0.228 ... Validation loss: 0.397[[  2.37006039e-01   7.54246474e-01  -7.50795368e-02   1.71574661e-01
   -3.43579190e-02  -1.01419327e-01  -8.67850114e-02   1.19428316e-01
    2.14294674e-02   3.42658597e-01]
 [  1.01526771e-02   9.86898352e-02  -2.07022578e-02   4.65934056e-02
    8.13351507e-03  -6.96754368e-03   3.51946161e-01   3.99236912e-02
    1.48533605e-01  -2.49512250e-02]
 [  2.10973204e-01   4.48577761e-01  -1.88127318e-03  -1.03766519e-01
    8.80982783e-01  -1.86448046e-02  -1.22983155e+00  -4.74270575e-02
    6.06632154e-02   3.07940711e-01]
 [ -1.72946166e-02  -4.88955602e-01  -2.10145618e-01   2.08482241e-01
   -3.71858895e-01   1.89046334e-01   4.21839636e-01   5.64332819e-02
    6.83250866e-02   2.73476692e-01]
 [ -6.21912049e-02  -2.21633643e-02  -1.39980837e-01   5.16232796e-02
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   -1.87928387e-01  -9.45096864e-02]
 [ -3.83230416e-01  -7.04797163e-01  -3.01634430e-01   1.41838811e-01
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   -3.74775800e-02  -4.83777775e-02]
 [ -3.08160225e-02  -4.75889428e-01   1.29954694e-03   3.50816814e-02
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 [ -8.41436507e-02  -1.16222543e-01   1.27721608e-01   1.28657847e-01
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    1.86332369e-01   2.41047937e-02]
 [ -1.55580302e-01  -3.37896681e-01   1.34837520e-01  -5.51362869e-01
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   -1.40567128e-01   5.47224777e-02]]
[[ 0.60083478]
 [ 2.04250762]
 [ 0.19804783]
 [ 0.974134  ]
 [-3.12141572]
 [-0.41841133]
 [-2.00814034]
 [ 0.02651121]
 [ 0.64301999]
 [ 0.81647122]]
Progress: 89.3% ... Training loss: 0.223 ... Validation loss: 0.394[[  2.36548983e-01   7.53143663e-01  -7.52255113e-02   1.70832318e-01
   -3.32997375e-02  -1.01101408e-01  -8.47196872e-02   1.19406240e-01
    2.09486088e-02   3.41965329e-01]
 [  1.00525904e-02   9.81750087e-02  -2.07208264e-02   4.64557647e-02
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    1.48580352e-01  -2.51203045e-02]
 [  2.10836859e-01   4.49893707e-01  -1.90955955e-03  -1.03990176e-01
    8.76592423e-01  -1.85143182e-02  -1.23032509e+00  -4.74349505e-02
    6.06486401e-02   3.07596143e-01]
 [ -1.57714608e-02  -4.83521801e-01  -2.09658339e-01   2.11153209e-01
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 [ -6.08500006e-02  -1.67547936e-02  -1.39529126e-01   5.40044193e-02
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   -1.86683346e-01  -9.25725456e-02]
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   -3.78756940e-02  -4.89349782e-02]
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   -1.95180161e-01  -2.37231754e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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 [  8.50068959e-02  -2.74538063e-01  -2.85786970e-02   8.83192805e-02
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 [  3.29890659e-02  -1.65012987e-01  -2.12781852e-01   1.29583960e-01
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   -9.19041926e-02  -5.95970839e-03]
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   -3.12659383e-02  -5.82439009e-02]
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   -1.47154105e-01  -2.00593380e-01   3.19971032e-02  -2.21411315e-02
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   -4.04992678e-01  -3.69465714e-03   7.20314608e-02  -2.62651707e-02
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 [ -8.36153501e-02  -1.14854953e-01   1.27900271e-01   1.29550192e-01
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 [ -1.56126661e-01  -3.39544659e-01   1.34635599e-01  -5.52375590e-01
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[[ 0.59654597]
 [ 2.0385039 ]
 [ 0.19340327]
 [ 0.97022446]
 [-3.11963216]
 [-0.42132535]
 [-2.01019225]
 [ 0.02439236]
 [ 0.6373704 ]
 [ 0.8122973 ]]
Progress: 89.4% ... Training loss: 0.226 ... Validation loss: 0.399[[  2.38443023e-01   7.61301595e-01  -7.45013765e-02   1.74487690e-01
   -4.51227752e-02  -1.02634011e-01  -8.93989595e-02   1.19499243e-01
    2.33414172e-02   3.44904297e-01]
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    1.48693537e-01  -2.49804735e-02]
 [  2.11905864e-01   4.53777175e-01  -1.50344383e-03  -1.01490627e-01
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    6.19924497e-02   3.09124535e-01]
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   -3.73012399e-01   1.88668027e-01   4.19926341e-01   5.64682067e-02
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   -3.78467683e-02  -4.88770984e-02]
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   -1.94945246e-01  -2.36940482e-01]
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   -1.67561791e-01  -3.69432280e-01]
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 [  1.56371330e-02  -6.34803619e-01  -4.43556938e-02  -1.02940733e-01
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   -8.85512048e-02  -1.29980994e-01]
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 [  3.75917996e-01   4.28387554e-01  -7.21055175e-02   2.97089817e-01
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   -4.68762722e-02  -1.16045294e-02]
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   -7.40845510e-01   1.05280222e-01  -1.28229169e-01   1.57528081e-01
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 [ -9.75934124e-02   2.32382257e-01   2.31998897e-01  -1.60982022e-02
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   -5.71175533e-02   1.92186072e-02]
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   -2.92221765e-01  -1.12553485e-01]
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   -2.12498634e-01   2.90992410e-02]
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   -1.68147913e-01  -2.25138501e-01]
 [ -3.19313724e-02  -5.19376501e-01  -2.13587224e-01  -2.54094095e-01
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   -2.40167715e-02  -3.76963724e-01]
 [ -6.30896644e-02  -6.68913533e-02   2.86484302e-01   9.22121294e-02
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   -4.35974195e-02   2.10078371e-02]
 [ -2.85844213e-01  -3.67474121e-02   3.62947031e-02   6.05906417e-02
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   -1.89054587e-02   1.40798400e-01]
 [  1.87940155e-01  -4.94432887e-02  -2.13149794e-01   1.43227993e-02
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    5.55844160e-02  -1.16870484e-01]
 [  2.66827413e-01  -2.36149524e-01   8.65193217e-02   6.66153665e-02
    1.31018634e-01  -7.79398671e-02   3.44963990e-03  -1.31514698e-01
    1.73786771e-01  -9.15776628e-02]
 [ -8.37438962e-02  -1.15190713e-01   1.27859067e-01   1.29377001e-01
    4.66428746e-02  -1.25317972e-01   1.76697715e-01  -7.90272429e-02
    1.86759623e-01   2.46338715e-02]
 [ -1.56498839e-01  -3.40654362e-01   1.34475644e-01  -5.52972982e-01
   -8.27335074e-01   2.02007338e-01   3.02603994e-01  -1.40434937e-01
   -1.41628897e-01   5.33052301e-02]]
[[ 0.60281211]
 [ 2.04447832]
 [ 0.19896203]
 [ 0.97478319]
 [-3.11420445]
 [-0.41660775]
 [-2.00849017]
 [ 0.02845749]
 [ 0.64205553]
 [ 0.8187922 ]]
Progress: 89.5% ... Training loss: 0.222 ... Validation loss: 0.395[[  2.37375316e-01   7.59247330e-01  -7.48282526e-02   1.72896388e-01
   -4.14807855e-02  -1.01946343e-01  -8.81556815e-02   1.19445978e-01
    2.20199715e-02   3.43066082e-01]
 [  9.38835280e-03   9.63230200e-02  -2.09308906e-02   4.54090343e-02
    8.18500259e-03  -6.55957593e-03   3.54473642e-01   3.98887968e-02
    1.48049645e-01  -2.59115667e-02]
 [  2.12655965e-01   4.56974452e-01  -1.37664026e-03  -1.00708615e-01
    8.63650400e-01  -1.97513727e-02  -1.23833474e+00  -4.73636459e-02
    6.23152983e-02   3.09442394e-01]
 [ -1.43253098e-02  -4.76297993e-01  -2.08981415e-01   2.14194822e-01
   -3.78996020e-01   1.87181232e-01   4.13300365e-01   5.65847630e-02
    7.18973764e-02   2.78075654e-01]
 [ -6.39204643e-02  -2.59413553e-02  -1.40632057e-01   4.87325896e-02
   -1.70213979e-01  -1.93422219e-01   1.58906105e-01  -1.12902577e-01
   -1.90406855e-01  -9.68114136e-02]
 [ -3.83392193e-01  -7.06715619e-01  -3.01650335e-01   1.41597581e-01
   -4.48469004e-01   2.60661453e-02   4.13691352e-01  -4.27504392e-02
   -3.76274648e-02  -4.86168493e-02]
 [ -3.12576307e-02  -4.78383127e-01   1.07766420e-03   3.38974569e-02
   -3.23033557e-01  -6.37722791e-02   1.78623967e-01  -1.97939584e-01
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 [  7.50299881e-02  -5.86268435e-01   1.35684640e-02  -1.35802051e-01
   -4.37287027e-01  -3.11083911e-02   1.69154365e-01   1.07312782e-01
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 [ -1.74190274e-01  -2.53275318e-01  -2.98187370e-01  -2.09370009e-02
   -2.68236555e-01   5.98399549e-02  -6.00292708e-03  -3.16772908e-02
    2.90988206e-01  -1.27011990e-01]
 [  1.91104940e-02  -6.15969198e-01   5.73195866e-02  -1.46527538e-01
   -6.46235053e-01  -1.05712701e-01   1.79761556e-01  -1.26666135e-01
   -3.09682914e-02   1.71273150e-02]
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   -4.24151114e-01  -1.06677326e-02   2.90712214e-01  -1.03086961e-01
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   -1.48390621e-01   1.17253542e-01   3.63608470e-01  -2.06859197e-02
   -1.95080997e-01  -2.37108769e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.95819679e-01  -3.57792920e-01   9.05838108e-02   1.95224938e-01
   -1.86904773e-01  -5.84970302e-02   1.26864598e-01  -2.63685067e-01
   -2.98645714e-01  -1.25724084e-01]
 [  8.55466166e-02  -2.73332473e-01  -2.83744066e-02   8.92778484e-02
   -7.72421427e-02  -8.70201384e-02   3.27354090e-01  -2.65837970e-04
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 [  3.31584830e-02  -1.64783084e-01  -2.12719468e-01   1.29789781e-01
   -6.57067637e-02   7.49613097e-02  -6.88572863e-03  -2.10623741e-02
   -9.17373903e-02  -5.85440553e-03]
 [ -1.26878029e-01  -1.34878044e-01  -2.02844410e-01   1.43680212e-01
   -6.09583248e-02   1.35338787e-01  -3.70332307e-02  -2.52519731e-01
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 [ -5.85608246e-02  -1.50579610e-01   2.79018235e-01   1.10233974e-01
   -3.80825551e-02  -6.84792232e-02  -5.43336038e-02   1.20105094e-01
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 [  6.34544836e-02  -1.00606590e-01   8.40495138e-02   6.65300942e-02
   -1.34021036e-01  -1.05442817e-02   1.27155248e-01   1.17435490e-01
   -3.26571856e-02  -5.98961134e-02]
 [  5.62145503e-03  -2.66879207e-01  -2.99456144e-01  -6.95696131e-02
   -1.50887147e-01  -8.97533417e-02  -1.92544999e-02   1.59286870e-01
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 [  5.63533461e-02  -9.82609555e-02  -1.10558703e-01   6.51960135e-02
   -3.80506826e-01   3.12402804e-01   3.37873722e-01   2.03719789e-01
   -1.44006556e-01  -4.15167675e-02]
 [  1.95140672e-02   3.90937493e-02   1.29247718e-01   1.40866877e-01
   -6.84817087e-02   9.63421768e-02  -9.95866682e-03  -4.14478369e-02
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 [  1.01671247e-01   5.94723554e-02  -4.63928534e-02  -1.19319234e-01
   -1.65873674e-01  -3.24618344e-01   1.53605040e-01   6.55930901e-03
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   -1.46927786e-01  -2.00387142e-01   3.29697597e-02  -2.21561006e-02
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 [ -1.57405242e-01  -1.33405703e-01  -2.02493253e-01  -1.79443670e-02
   -4.04253674e-01  -3.50829887e-03   7.31968594e-02  -2.62787015e-02
   -8.91803396e-03   3.81337838e-02]
 [ -1.78149874e-02  -2.36594090e-01  -7.13788191e-02  -1.08046544e-01
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   -1.67621516e-01  -3.69514235e-01]
 [ -1.17203909e-02  -5.67775578e-01  -3.12338038e-02  -6.91641282e-02
    6.52881047e-01   9.71402621e-02   6.42813675e-01   9.11253348e-02
    3.43803528e-02  -3.89824472e-01]
 [  1.55887324e-02  -6.35118693e-01  -4.43779564e-02  -1.03003127e-01
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   -3.62789671e-01  -2.15344466e-01]
 [ -1.81162311e-01  -7.35276590e-01  -1.36816097e-02  -2.12785497e-01
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   -7.43406588e-02   8.90705669e-02]
 [ -3.07769895e-01  -5.74691433e-01   5.36610338e-02  -4.81681339e-02
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   -8.89869872e-02  -1.30506892e-01]
 [ -2.28820787e-01  -4.40479167e-01   2.44587320e-01  -2.65336793e-01
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   -2.76603405e-01  -4.30213573e-02]
 [ -1.61359776e-01  -3.07789971e-01  -1.91720039e-01  -1.38545831e-01
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   -4.12817217e-02  -1.52397084e-01]
 [  5.30751826e-02   2.50472767e-01   1.43612172e-01  -1.62716014e-01
   -2.18875619e-01   8.00693196e-02  -1.02629993e-01   2.75676003e-01
    9.10588807e-03   1.11621515e-01]
 [  3.75200585e-01   4.25770656e-01  -7.23896486e-02   2.95668762e-01
   -9.66683107e-01  -2.87707133e-01  -5.23108462e-01   1.78246037e-01
    4.11247828e-01   1.30246979e-02]
 [  7.22059312e-02   9.86764865e-02   2.64086970e-01   2.72392639e-01
    4.66466605e-03  -2.11755263e-01  -1.86584994e-01  -1.31483801e-01
   -1.10670106e-01  -2.61231876e-01]
 [  3.15305749e-02  -1.35197811e-01  -1.19571453e-01  -5.36498990e-02
    2.54566537e-01   3.14171466e-02  -4.56729728e-02  -1.86057705e-01
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 [  2.74537149e-02  -2.46033131e-02  -6.15352940e-02  -2.87194407e-02
    2.79577994e-02  -1.97327237e-01  -1.93508160e-02   1.10795274e-02
    5.74311859e-02   2.71993711e-02]
 [  5.00098308e-02   1.61361516e-01   2.49246832e-01   9.32528518e-02
   -1.47365314e-01  -1.53697122e-01  -1.68778146e-02   4.00055314e-02
   -1.71707576e-01   1.29835879e-01]
 [  1.04693907e-01   1.32813441e-01   1.15575066e-01   3.31899174e-02
   -1.83337336e-01   4.59920852e-02  -8.90319720e-02  -2.70500532e-01
    9.72253902e-03  -5.50658652e-02]
 [  6.23235861e-03   1.67519900e-01   8.81517220e-02  -3.50755502e-02
   -9.17734276e-03   1.67631697e-01  -3.43704427e-02   1.18031823e-01
   -1.21680959e-02   1.84871498e-01]
 [  2.39048347e-01   1.28662821e-01   3.15499956e-02   8.02693114e-02
    1.59110724e-02  -3.73415774e-02  -3.00951616e-01   1.48058975e-01
   -4.63213159e-02  -1.08885467e-02]
 [  5.64616509e-02   1.07905960e-01   2.04933118e-02   5.18634493e-02
   -4.79745854e-01  -1.30536809e-01  -2.81366712e-01   4.12282396e-02
    1.26073126e-01   2.04535926e-01]
 [  5.79960826e-02   4.62514464e-01   1.29568220e-01   4.58463715e-01
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   -1.47645336e+00  -6.45513327e-02  -3.35752236e-01   1.48930664e-01
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 [  1.91627548e-01   2.83917453e-01   2.30805153e-01   9.30974798e-02
   -7.39500454e-01   1.05603782e-01  -1.26819603e-01   1.57506289e-01
    1.97641925e-01   2.68336795e-02]
 [ -9.74563736e-02   2.32934472e-01   2.32051592e-01  -1.57789468e-02
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   -5.69417049e-02   1.94236792e-02]
 [ -1.17117165e-01  -7.27458357e-03   1.77115567e-02   6.78690463e-02
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   -2.92112994e-01  -1.12407659e-01]
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   -2.12780849e-01   2.87500892e-02]
 [  7.82765196e-03  -4.96514583e-01  -1.29211092e-01  -1.66103898e-01
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   -1.68100335e-01  -2.25081348e-01]
 [ -3.30156850e-02  -5.22693250e-01  -2.13977717e-01  -2.56070673e-01
   -7.57338923e-01   3.99141229e-02   4.18724069e-01  -1.75153675e-01
   -2.52282760e-02  -3.78644045e-01]
 [ -6.36766119e-02  -6.86965892e-02   2.86290153e-01   9.12546532e-02
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   -4.42292493e-02   2.03103019e-02]
 [ -2.86124459e-01  -3.80283313e-02   3.62007433e-02   6.01222380e-02
    1.81699443e-01  -2.13570744e-01  -2.41675032e-02   2.37206769e-01
   -1.92211703e-02   1.40317429e-01]
 [  1.88623988e-01  -4.71261850e-02  -2.12894821e-01   1.56282643e-02
    1.09725688e-01  -3.35938296e-01   9.70810643e-03  -1.62187120e-01
    5.63039070e-02  -1.15976532e-01]
 [  2.66766477e-01  -2.35575209e-01   8.65276975e-02   6.66233318e-02
    1.30063465e-01  -7.79653717e-02   3.46530081e-03  -1.31513458e-01
    1.73826900e-01  -9.17340876e-02]
 [ -8.31725416e-02  -1.14278329e-01   1.28049075e-01   1.30278177e-01
    4.37066212e-02  -1.25705200e-01   1.75563920e-01  -7.90009271e-02
    1.87368864e-01   2.54137879e-02]
 [ -1.56626669e-01  -3.40796016e-01   1.34414561e-01  -5.53251953e-01
   -8.27860851e-01   2.02062460e-01   3.03422723e-01  -1.40443512e-01
   -1.41779250e-01   5.31626339e-02]]
[[ 0.59956282]
 [ 2.0408848 ]
 [ 0.19638286]
 [ 0.97228618]
 [-3.11396416]
 [-0.41868533]
 [-2.01252417]
 [ 0.02574363]
 [ 0.63874869]
 [ 0.817037  ]]
Progress: 89.5% ... Training loss: 0.223 ... Validation loss: 0.398[[  2.37227272e-01   7.59243931e-01  -7.49129347e-02   1.72537452e-01
   -4.33138419e-02  -1.01752375e-01  -8.84701868e-02   1.19432251e-01
    2.17555233e-02   3.42574616e-01]
 [  9.18833362e-03   9.55171290e-02  -2.10000267e-02   4.50654922e-02
    8.27513127e-03  -6.41510169e-03   3.54717616e-01   3.98799831e-02
    1.47818352e-01  -2.61970473e-02]
 [  2.12279670e-01   4.57047829e-01  -1.61151639e-03  -1.01597723e-01
    8.64525486e-01  -1.91944660e-02  -1.23758004e+00  -4.73953128e-02
    6.16514933e-02   3.08519049e-01]
 [ -1.47768645e-02  -4.75501293e-01  -2.09076775e-01   2.13325480e-01
   -3.77590962e-01   1.87574975e-01   4.13448230e-01   5.65599567e-02
    7.14966919e-02   2.77386037e-01]
 [ -6.38455326e-02  -2.43203210e-02  -1.40523424e-01   4.92470775e-02
   -1.71433435e-01  -1.93649223e-01   1.56137390e-01  -1.12884040e-01
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 [ -8.28751562e-02  -1.13284593e-01   1.28148825e-01   1.30771408e-01
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    1.87674858e-01   2.58250844e-02]
 [ -1.57160723e-01  -3.42663269e-01   1.34256331e-01  -5.54022906e-01
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   -1.42340394e-01   5.24484475e-02]]
[[ 0.59971439]
 [ 2.04251454]
 [ 0.19870175]
 [ 0.97501343]
 [-3.11196068]
 [-0.4177495 ]
 [-2.011228  ]
 [ 0.0269911 ]
 [ 0.6402467 ]
 [ 0.81902865]]
Progress: 89.5% ... Training loss: 0.223 ... Validation loss: 0.397[[  2.39256676e-01   7.63823334e-01  -7.41964224e-02   1.76241193e-01
   -5.03040747e-02  -1.03165935e-01  -9.20530313e-02   1.19527407e-01
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 [  1.00212528e-02   9.79824086e-02  -2.07168849e-02   4.65408508e-02
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    1.48759546e-01  -2.50862059e-02]
 [  2.13519911e-01   4.62940556e-01  -1.18401877e-03  -9.92554491e-02
    8.53441620e-01  -1.98898222e-02  -1.24188400e+00  -4.73403141e-02
    6.32389917e-02   3.10960849e-01]
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   -3.66892056e-01   1.88868569e-01   4.16567400e-01   5.64626244e-02
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 [ -6.05267481e-02  -1.30424520e-02  -1.39365815e-01   5.52065863e-02
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   -1.86912955e-01  -9.19626837e-02]
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   -3.59546417e-02  -4.65325056e-02]
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 [  2.22295273e-02  -6.09122940e-01   5.83694604e-02  -1.41229661e-01
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   -1.94568019e-01  -2.36466918e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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   -2.97108745e-01  -1.23721583e-01]
 [  8.53778243e-02  -2.74480971e-01  -2.84155136e-02   8.90738483e-02
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 [  3.39236627e-02  -1.63638272e-01  -2.12479357e-01   1.31055962e-01
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   -9.08284102e-02  -4.80702957e-03]
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 [  6.40548848e-02  -1.00125956e-01   8.42355185e-02   6.73721513e-02
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   -3.19807913e-02  -5.91721098e-02]
 [  5.91069934e-03  -2.65350760e-01  -2.99346779e-01  -6.89186110e-02
   -1.52903169e-01  -8.99164965e-02  -1.88859175e-02   1.59300674e-01
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   -1.43474049e-01  -4.09465817e-02]
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   -1.64245439e-01  -3.24304252e-01   1.54750453e-01   6.54180393e-03
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 [ -8.25490005e-02  -1.12339896e-01   1.28264562e-01   1.31385486e-01
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 [ -1.57677831e-01  -3.44320823e-01   1.34089760e-01  -5.54816403e-01
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   -1.42872687e-01   5.19907518e-02]]
[[ 0.61803025]
 [ 2.05354198]
 [ 0.21616968]
 [ 0.99375089]
 [-3.10203513]
 [-0.40327401]
 [-1.99073601]
 [ 0.03990543]
 [ 0.65695731]
 [ 0.83469243]]
Progress: 89.6% ... Training loss: 0.228 ... Validation loss: 0.394[[  2.38481194e-01   7.62703032e-01  -7.43833436e-02   1.75215102e-01
   -4.71725133e-02  -1.02713259e-01  -8.96485509e-02   1.19485693e-01
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 [  9.54641769e-03   9.67593950e-02  -2.08862694e-02   4.57300279e-02
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 [  2.12284087e-01   4.56971027e-01  -1.57399327e-03  -1.01232150e-01
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    6.18996500e-02   3.09390624e-01]
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   -3.66176242e-01   1.90128494e-01   4.21580261e-01   5.63547375e-02
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 [ -6.18917200e-02  -1.69616956e-02  -1.39858663e-01   5.28838454e-02
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   -1.88468437e-01  -9.36469645e-02]
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   -3.60426866e-02  -4.65832324e-02]
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   -1.94408726e-01  -2.36303853e-01]
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   -1.67675862e-01  -3.69660694e-01]
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 [  1.54972526e-02  -6.35865719e-01  -4.43898920e-02  -1.03050075e-01
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   -3.62864153e-01  -2.15476336e-01]
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 [  7.22724815e-02   9.89387107e-02   2.64116527e-01   2.72481265e-01
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   -4.67244009e-02  -1.14413517e-02]
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   -5.70284252e-02   1.92821660e-02]
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   -1.67637807e-01  -2.24503102e-01]
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   -2.57233134e-02  -3.79440473e-01]
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   -4.12005810e-02   2.41187250e-02]
 [ -2.86119751e-01  -3.90260822e-02   3.62203524e-02   6.03758877e-02
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   -1.91524530e-02   1.40420292e-01]
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 [  2.69345596e-01  -2.28026037e-01   8.74738730e-02   7.10542266e-02
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    1.76729979e-01  -8.81112813e-02]
 [ -8.31354764e-02  -1.14340930e-01   1.28058844e-01   1.30444185e-01
    4.40458670e-02  -1.25705698e-01   1.74914857e-01  -7.90117207e-02
    1.87408971e-01   2.55332334e-02]
 [ -1.58049086e-01  -3.45774348e-01   1.33953777e-01  -5.55567882e-01
   -8.27650366e-01   2.03053329e-01   3.07065224e-01  -1.40525805e-01
   -1.43308327e-01   5.15998043e-02]]
[[ 0.60922429]
 [ 2.0510558 ]
 [ 0.21018644]
 [ 0.98693846]
 [-3.11012616]
 [-0.40907077]
 [-1.99976943]
 [ 0.03210811]
 [ 0.64911723]
 [ 0.82708378]]
Progress: 89.7% ... Training loss: 0.221 ... Validation loss: 0.393[[  2.36760752e-01   7.58084066e-01  -7.49525970e-02   1.72687430e-01
   -4.25178073e-02  -1.01671260e-01  -8.66212908e-02   1.19398079e-01
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 [  9.47686960e-03   9.64976980e-02  -2.09177301e-02   4.55833802e-02
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    1.48163301e-01  -2.56853784e-02]
 [  2.11094699e-01   4.52909835e-01  -1.95305129e-03  -1.03137350e-01
    8.66652393e-01  -1.87181398e-02  -1.23420882e+00  -4.74693628e-02
    6.06054591e-02   3.08097826e-01]
 [ -1.70855221e-02  -4.79441840e-01  -2.09972266e-01   2.09299427e-01
   -3.72798643e-01   1.89460109e-01   4.18355852e-01   5.64199383e-02
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 [ -6.22286684e-02  -1.92836416e-02  -1.39989639e-01   5.22126641e-02
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   -1.88609894e-01  -9.40452662e-02]
 [ -3.82596517e-01  -7.06112421e-01  -3.01313794e-01   1.43318583e-01
   -4.52616956e-01   2.52517017e-02   4.12711663e-01  -4.27133374e-02
   -3.66857585e-02  -4.74437776e-02]
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   -3.24913316e-01  -6.37700351e-02   1.77247271e-01  -1.97999376e-01
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   -4.41303474e-01  -3.09759180e-02   1.71254030e-01   1.07292011e-01
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   -2.67018293e-01   5.98979858e-02  -4.88506855e-03  -3.16818403e-02
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   -1.51260529e-01   1.16945112e-01   3.62476373e-01  -2.06698985e-02
   -1.94633205e-01  -2.36586199e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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 [ -2.95062659e-01  -3.55435290e-01   9.08872505e-02   1.96649361e-01
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   -2.97887960e-01  -1.24653058e-01]
 [  8.56645746e-02  -2.73723096e-01  -2.83185616e-02   8.95703758e-02
   -7.88302095e-02  -8.71341218e-02   3.28029548e-01  -2.51981992e-04
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 [  3.40249066e-02  -1.63148201e-01  -2.12434372e-01   1.31221770e-01
   -6.76477938e-02   7.43023801e-02  -8.60851234e-03  -2.10234020e-02
   -9.06977852e-02  -4.60125176e-03]
 [ -1.27407051e-01  -1.36370179e-01  -2.03015664e-01   1.42852380e-01
   -5.94903897e-02   1.35657628e-01  -3.60161526e-02  -2.52551492e-01
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 [ -5.79718026e-02  -1.49932476e-01   2.79194952e-01   1.11220934e-01
   -3.93177001e-02  -6.89852196e-02  -5.72600365e-02   1.20117032e-01
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 [  6.16850970e-02  -1.08577036e-01   8.33556878e-02   6.33401060e-02
   -1.32010819e-01  -9.26377513e-03   1.31910439e-01   1.17312546e-01
   -3.46324545e-02  -6.23659439e-02]
 [  5.00934365e-03  -2.68237222e-01  -2.99640464e-01  -7.02931938e-02
   -1.52116971e-01  -8.93344634e-02  -1.48988304e-02   1.59249258e-01
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 [  5.67322834e-02  -9.57693136e-02  -1.10332708e-01   6.61496724e-02
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   -1.43437154e-01  -4.10535294e-02]
 [  1.94020406e-02   3.91552742e-02   1.29248580e-01   1.40818549e-01
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 [  1.01745106e-01   6.00818725e-02  -4.63439639e-02  -1.19060577e-01
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   -8.50578846e-03   3.86208620e-02]
 [ -1.78779028e-02  -2.37487145e-01  -7.14012036e-02  -1.08160942e-01
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   -1.67700744e-01  -3.69678820e-01]
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 [  1.54583490e-02  -6.35921162e-01  -4.44037786e-02  -1.03113921e-01
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   -3.62905408e-01  -2.15527157e-01]
 [ -1.80917282e-01  -7.35307001e-01  -1.35969028e-02  -2.12267272e-01
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   -7.40401095e-02   8.94403763e-02]
 [ -3.07292577e-01  -5.73942580e-01   5.38292882e-02  -4.73225432e-02
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   -8.84524443e-02  -1.29849810e-01]
 [ -2.28926516e-01  -4.40753431e-01   2.44555265e-01  -2.65449792e-01
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   -2.76718253e-01  -4.31289286e-02]
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   -4.22034355e-02  -1.53595588e-01]
 [  5.38340221e-02   2.51199165e-01   1.43847819e-01  -1.61375459e-01
   -2.20665131e-01   7.95918878e-02  -1.03637800e-01   2.75713420e-01
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 [  3.73515082e-01   4.21707254e-01  -7.29604146e-02   2.92636584e-01
   -9.66171481e-01  -2.86315199e-01  -5.19414406e-01   1.78142992e-01
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 [  7.25923372e-02   9.99304596e-02   2.64229867e-01   2.72955243e-01
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   -1.10244115e-01  -2.60729908e-01]
 [  3.26185730e-02  -1.32402486e-01  -1.19201513e-01  -5.19414412e-02
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 [  2.69236147e-02  -2.69468241e-02  -6.17754170e-02  -2.96815872e-02
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 [  4.94891720e-02   1.59043599e-01   2.49056402e-01   9.22840492e-02
   -1.42074129e-01  -1.53331974e-01  -1.57391209e-02   3.99671060e-02
   -1.72273545e-01   1.29084647e-01]
 [  1.05164752e-01   1.34716518e-01   1.15726335e-01   3.39012762e-02
   -1.86296378e-01   4.55350164e-02  -8.96782372e-02  -2.70476082e-01
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 [  6.31183293e-03   1.67670578e-01   8.81992472e-02  -3.49839292e-02
   -7.28151937e-03   1.67521039e-01  -3.47516936e-02   1.18034164e-01
   -1.21075528e-02   1.85128015e-01]
 [  2.39875174e-01   1.30510957e-01   3.17818283e-02   8.14007777e-02
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   -4.55031653e-02  -9.95676700e-03]
 [  5.56092616e-02   1.05896544e-01   2.01823175e-02   5.04182988e-02
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 [  5.80713244e-02   4.62973885e-01   1.29650473e-01   4.59028978e-01
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 [  1.91434423e-01   2.84210435e-01   2.30779486e-01   9.30766649e-02
   -7.41869938e-01   1.05645986e-01  -1.26885283e-01   1.57497697e-01
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 [ -9.79773584e-02   2.31632585e-01   2.31875549e-01  -1.65689622e-02
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   -5.74618458e-02   1.87123940e-02]
 [ -1.16812381e-01  -6.56111816e-03   1.78409668e-02   6.84824676e-02
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   -2.91717852e-01  -1.11911755e-01]
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   -2.13362937e-01   2.80259292e-02]
 [  8.18170263e-03  -4.96314986e-01  -1.29094255e-01  -1.65514911e-01
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   -1.67728420e-01  -2.24654467e-01]
 [ -3.33454197e-02  -5.23040309e-01  -2.14134044e-01  -2.56894613e-01
   -7.63379686e-01   4.03001968e-02   4.20059257e-01  -1.75194883e-01
   -2.57153498e-02  -3.79459185e-01]
 [ -6.15207999e-02  -6.25237195e-02   2.87057570e-01   9.50357721e-02
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   -4.18509241e-02   2.32907211e-02]
 [ -2.86705490e-01  -4.09860215e-02   3.60247533e-02   5.94534298e-02
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   -1.97747195e-02   1.39663579e-01]
 [  1.87340262e-01  -5.08027373e-02  -2.13285787e-01   1.38692115e-02
    1.15801246e-01  -3.35305415e-01   1.31303804e-02  -1.62274822e-01
    5.52337278e-02  -1.17572476e-01]
 [  2.69222798e-01  -2.29207903e-01   8.74107636e-02   7.07554176e-02
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    1.76538716e-01  -8.83624208e-02]
 [ -8.33235456e-02  -1.15109063e-01   1.28001952e-01   1.30269382e-01
    4.42591061e-02  -1.25636740e-01   1.74910564e-01  -7.90227546e-02
    1.87075368e-01   2.53644176e-02]
 [ -1.58653383e-01  -3.48311918e-01   1.33768202e-01  -5.56475245e-01
   -8.27290299e-01   2.03420527e-01   3.09118045e-01  -1.40556438e-01
   -1.43870237e-01   5.08560204e-02]]
[[ 0.60111323]
 [ 2.04287353]
 [ 0.20128848]
 [ 0.97757799]
 [-3.11416243]
 [-0.4155237 ]
 [-2.00651722]
 [ 0.02577086]
 [ 0.63953212]
 [ 0.81744148]]
Progress: 89.7% ... Training loss: 0.222 ... Validation loss: 0.397[[  2.38998812e-01   7.65696711e-01  -7.41876433e-02   1.76042699e-01
   -4.94824567e-02  -1.03089717e-01  -9.18393134e-02   1.19489337e-01
    2.37814038e-02   3.45679392e-01]
 [  9.18195663e-03   9.56265217e-02  -2.10313295e-02   4.50659116e-02
    6.69503642e-03  -6.47643650e-03   3.54425711e-01   3.98688882e-02
    1.47802483e-01  -2.60783411e-02]
 [  2.12291849e-01   4.57022147e-01  -1.55174190e-03  -1.01714904e-01
    8.59894478e-01  -1.93491111e-02  -1.23748650e+00  -4.74249110e-02
    6.18392237e-02   3.09165995e-01]
 [ -1.86107724e-02  -4.82840983e-01  -2.10540488e-01   2.06762996e-01
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 [ -8.30529528e-02  -1.14268800e-01   1.28100245e-01   1.30751506e-01
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    1.87372923e-01   2.57194626e-02]
 [ -1.55964411e-01  -3.38889612e-01   1.34674664e-01  -5.52459881e-01
   -8.37955263e-01   2.01602388e-01   3.01547550e-01  -1.40446215e-01
   -1.40986104e-01   5.43754644e-02]]
[[ 0.60918388]
 [ 2.05138704]
 [ 0.21048359]
 [ 0.98487285]
 [-3.11209971]
 [-0.40859253]
 [-1.99932735]
 [ 0.03426139]
 [ 0.64759045]
 [ 0.8289356 ]]
Progress: 89.8% ... Training loss: 0.222 ... Validation loss: 0.392[[  2.35623003e-01   7.55244588e-01  -7.53619461e-02   1.70547004e-01
   -3.77056577e-02  -1.00855451e-01  -8.19572256e-02   1.19300701e-01
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 [  9.07304301e-03   9.53840506e-02  -2.10713194e-02   4.48777861e-02
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    1.47680139e-01  -2.62283821e-02]
 [  2.09813725e-01   4.49028338e-01  -2.40771142e-03  -1.05780020e-01
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    5.90958995e-02   3.06058069e-01]
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    6.86618136e-02   2.73761554e-01]
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   -1.88424911e-01  -9.39910711e-02]
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   -3.61259919e-02  -4.67733796e-02]
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   -1.94886740e-01  -2.36894354e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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 [  3.37635434e-02  -1.63678939e-01  -2.12523793e-01   1.30638291e-01
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   -9.09495514e-02  -4.98291442e-03]
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 [  6.24858933e-02  -1.06738202e-01   8.36481711e-02   6.46342165e-02
   -1.36192216e-01  -9.74582156e-03   1.29748383e-01   1.17352325e-01
   -3.37716912e-02  -6.12968578e-02]
 [  3.91408299e-03  -2.71976269e-01  -3.00028732e-01  -7.21782040e-02
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 [  5.63109850e-02  -9.72157760e-02  -1.10501131e-01   6.53476078e-02
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   -1.44002072e-01  -4.17799469e-02]
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[[ 0.59763407]
 [ 2.04219932]
 [ 0.20102125]
 [ 0.97610273]
 [-3.11995798]
 [-0.4160672 ]
 [-2.00527731]
 [ 0.02555944]
 [ 0.63825399]
 [ 0.81791921]]
Progress: 89.8% ... Training loss: 0.222 ... Validation loss: 0.398[[  2.35920939e-01   7.55266236e-01  -7.52803820e-02   1.70994907e-01
   -3.89783750e-02  -1.00972606e-01  -8.04414106e-02   1.19314627e-01
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   -7.45135564e-01   1.05269843e-01  -1.27950399e-01   1.57524761e-01
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   -1.67914185e-01  -2.24909946e-01]
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   -2.75269204e-02  -3.81743508e-01]
 [ -6.31333804e-02  -6.78698475e-02   2.86506814e-01   9.24287369e-02
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   -4.36718964e-02   2.10933470e-02]
 [ -2.85091597e-01  -3.70148025e-02   3.66025147e-02   6.20845424e-02
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 [  1.86586738e-01  -5.35746623e-02  -2.13555812e-01   1.26056313e-02
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 [  2.69934417e-01  -2.28373039e-01   8.76395476e-02   7.19645794e-02
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    1.77172542e-01  -8.74687190e-02]
 [ -8.32007868e-02  -1.15112841e-01   1.28037734e-01   1.30581625e-01
    4.27103238e-02  -1.25699632e-01   1.74373347e-01  -7.90181873e-02
    1.87172231e-01   2.56484622e-02]
 [ -1.55933277e-01  -3.38464280e-01   1.34724262e-01  -5.52618447e-01
   -8.41033846e-01   2.01538751e-01   3.01673963e-01  -1.40451204e-01
   -1.40779577e-01   5.45450875e-02]]
[[ 0.6026925 ]
 [ 2.04362981]
 [ 0.20712373]
 [ 0.97889854]
 [-3.11629558]
 [-0.41111963]
 [-1.99635608]
 [ 0.03046271]
 [ 0.64302388]
 [ 0.82140101]]
Progress: 89.8% ... Training loss: 0.220 ... Validation loss: 0.395[[  2.37076268e-01   7.59439834e-01  -7.48482028e-02   1.72973922e-01
   -4.02878535e-02  -1.01769598e-01  -8.35264595e-02   1.19379239e-01
    2.16354873e-02   3.43455883e-01]
 [  8.98041527e-03   9.49449844e-02  -2.11062885e-02   4.47022692e-02
    7.74543105e-03  -6.32149936e-03   3.55016239e-01   3.98557773e-02
    1.47579225e-01  -2.63202362e-02]
 [  2.07178248e-01   4.39243456e-01  -3.43413532e-03  -1.10361235e-01
    8.73499378e-01  -1.57307501e-02  -1.22416218e+00  -4.76920906e-02
    5.62489632e-02   3.02604729e-01]
 [ -2.00081778e-02  -4.82076618e-01  -2.11055321e-01   2.04876234e-01
   -3.63397846e-01   1.91765420e-01   4.22903505e-01   5.62649422e-02
    6.54887865e-02   2.70159889e-01]
 [ -6.23231102e-02  -1.99880694e-02  -1.39979354e-01   5.19175448e-02
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   -1.88842774e-01  -9.46821215e-02]
 [ -3.81560407e-01  -7.04165564e-01  -3.00915255e-01   1.45025114e-01
   -4.56590627e-01   2.44259620e-02   4.10880998e-01  -4.26624309e-02
   -3.55674343e-02  -4.62668129e-02]
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   -2.61669135e-01   5.96663480e-02  -4.74982362e-03  -3.16599478e-02
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   -1.95596649e-01  -2.37777002e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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 [ -2.95425890e-01  -3.57159185e-01   9.07966257e-02   1.96269799e-01
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   -2.98273898e-01  -1.25121580e-01]
 [  8.63773465e-02  -2.72001020e-01  -2.80579584e-02   9.07382119e-02
   -8.08274851e-02  -8.76355843e-02   3.26689863e-01  -2.19030191e-04
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 [  3.48530561e-02  -1.60507904e-01  -2.12142472e-01   1.32359220e-01
   -6.79585113e-02   7.36676782e-02  -1.13950017e-02  -2.09858372e-02
   -8.97612576e-02  -3.64144318e-03]
 [ -1.26233672e-01  -1.32982762e-01  -2.02639317e-01   1.44577941e-01
   -6.54388865e-02   1.34824039e-01  -3.99058265e-02  -2.52509655e-01
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 [ -5.85328789e-02  -1.52028265e-01   2.79021101e-01   1.10286022e-01
   -3.74214100e-02  -6.86524746e-02  -5.58705456e-02   1.20084685e-01
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 [  6.22015624e-02  -1.07502784e-01   8.35358985e-02   6.43395145e-02
   -1.36247699e-01  -9.59275631e-03   1.31038836e-01   1.17337347e-01
   -3.40116018e-02  -6.15906062e-02]
 [  3.58167939e-03  -2.73315701e-01  -3.00153862e-01  -7.28149677e-02
   -1.49540533e-01  -8.83682393e-02  -1.13089111e-02   1.59165838e-01
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 [  5.61244239e-02  -9.88596789e-02  -1.10588722e-01   6.49355920e-02
   -3.83056435e-01   3.12513383e-01   3.38340190e-01   2.03704276e-01
   -1.44256066e-01  -4.21954405e-02]
 [  1.98930787e-02   4.07979940e-02   1.29451499e-01   1.41677226e-01
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 [  1.01303490e-01   5.81403594e-02  -4.64736252e-02  -1.19824094e-01
   -1.62411518e-01  -3.24286221e-01   1.55783841e-01   6.55115094e-03
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   -8.04596021e-03   3.91618002e-02]
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   -1.67449283e-01  -3.69380519e-01]
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 [  1.56866157e-02  -6.35754821e-01  -4.43297443e-02  -1.02758299e-01
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   -3.62692373e-01  -2.15271805e-01]
 [ -1.81241791e-01  -7.35744308e-01  -1.36996990e-02  -2.12820244e-01
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   -7.43855448e-02   8.90201155e-02]
 [ -3.07944250e-01  -5.75583339e-01   5.36001349e-02  -4.83833978e-02
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   -8.91460993e-02  -1.30656380e-01]
 [ -2.28898203e-01  -4.41201508e-01   2.44574240e-01  -2.65260266e-01
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   -2.76662856e-01  -4.29883077e-02]
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   -4.27017783e-02  -1.54230810e-01]
 [  5.48242305e-02   2.53353635e-01   1.44186943e-01  -1.59702805e-01
   -2.24520879e-01   7.89163805e-02  -1.05384705e-01   2.75756367e-01
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 [  3.72543430e-01   4.19789202e-01  -7.33034691e-02   2.90805158e-01
   -9.67207012e-01  -2.85615147e-01  -5.17176596e-01   1.78092327e-01
    4.08111193e-01   9.25307542e-03]
 [  7.26721025e-02   9.99418028e-02   2.64297764e-01   2.73138743e-01
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   -1.10056550e-01  -2.60546569e-01]
 [  3.33345464e-02  -1.32016354e-01  -1.18964025e-01  -5.09468037e-02
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 [  2.84259466e-02  -2.29061421e-02  -6.12932664e-02  -2.74777066e-02
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 [  4.98623639e-02   1.60530025e-01   2.49214629e-01   9.27124319e-02
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   -1.71797148e-01   1.29606476e-01]
 [  1.04407660e-01   1.31466672e-01   1.15456335e-01   3.23434476e-02
   -1.80581391e-01   4.60801944e-02  -8.89819482e-02  -2.70505923e-01
    9.38246337e-03  -5.54554166e-02]
 [  6.95727061e-03   1.69634929e-01   8.84224071e-02  -3.42157543e-02
   -8.89286988e-03   1.67050110e-01  -3.65073220e-02   1.18053573e-01
   -1.14670993e-02   1.85869841e-01]
 [  2.40207573e-01   1.31059044e-01   3.18840749e-02   8.18162315e-02
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   -4.51453149e-02  -9.57822073e-03]
 [  5.58771436e-02   1.06740271e-01   2.02720024e-02   5.08297365e-02
   -4.76256026e-01  -1.30138467e-01  -2.80565582e-01   4.12027353e-02
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 [  5.72677194e-02   4.60171842e-01   1.29393417e-01   4.57961205e-01
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 [  1.91499221e-01   2.85671343e-01   2.30809097e-01   9.32763048e-02
   -7.45317051e-01   1.05592880e-01  -1.26888301e-01   1.57503020e-01
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 [ -9.79862053e-02   2.31588901e-01   2.31880597e-01  -1.65455471e-02
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   -5.74443268e-02   1.86771604e-02]
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   -2.91725165e-01  -1.11885333e-01]
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   -2.13289506e-01   2.81171044e-02]
 [  7.95136499e-03  -4.98005010e-01  -1.29170744e-01  -1.65875007e-01
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   -1.67963253e-01  -2.24980846e-01]
 [ -3.47863764e-02  -5.30274982e-01  -2.14687052e-01  -2.59644615e-01
   -7.65394473e-01   4.13461643e-02   4.26196687e-01  -1.75271025e-01
   -2.74801278e-02  -3.81763615e-01]
 [ -6.27042294e-02  -6.71487804e-02   2.86674106e-01   9.31696117e-02
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   -4.31995014e-02   2.16917631e-02]
 [ -2.85687768e-01  -3.89126224e-02   3.64223389e-02   6.11529708e-02
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   -1.85417916e-02   1.41018257e-01]
 [  1.86121355e-01  -5.45667143e-02  -2.13688858e-01   1.19076873e-02
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    5.40192796e-02  -1.19092221e-01]
 [  2.70354273e-01  -2.27049000e-01   8.77814349e-02   7.26322052e-02
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    1.77609186e-01  -8.69498951e-02]
 [ -8.29342587e-02  -1.14210777e-01   1.28150389e-01   1.31039090e-01
    4.26082460e-02  -1.25910816e-01   1.73041238e-01  -7.90028096e-02
    1.87404081e-01   2.59927078e-02]
 [ -1.55882793e-01  -3.37987986e-01   1.34745585e-01  -5.52659498e-01
   -8.41841052e-01   2.01492249e-01   3.01793558e-01  -1.40450047e-01
   -1.40658778e-01   5.46685257e-02]]
[[ 0.6039132 ]
 [ 2.04628657]
 [ 0.20942076]
 [ 0.98080195]
 [-3.11914481]
 [-0.40968056]
 [-1.99427136]
 [ 0.03116178]
 [ 0.64359322]
 [ 0.82240259]]
Progress: 89.9% ... Training loss: 0.220 ... Validation loss: 0.395[[  2.36194504e-01   7.57407083e-01  -7.51792629e-02   1.71245766e-01
   -3.75445139e-02  -1.01132180e-01  -7.97920077e-02   1.19329844e-01
    2.06877110e-02   3.42449965e-01]
 [  9.01230077e-03   9.50600821e-02  -2.10931514e-02   4.47583422e-02
    7.61623773e-03  -6.34590860e-03   3.54945125e-01   3.98577510e-02
    1.47618879e-01  -2.62681529e-02]
 [  2.05307617e-01   4.33383276e-01  -4.09947444e-03  -1.13853676e-01
    8.74274194e-01  -1.46902351e-02  -1.21723913e+00  -4.77807544e-02
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 [  1.85308568e-01  -5.72501901e-02  -2.13947343e-01   1.06349643e-02
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 [  2.70323524e-01  -2.27260363e-01   8.77577324e-02   7.24142307e-02
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 [ -8.30390592e-02  -1.14427373e-01   1.28117702e-01   1.30865229e-01
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    1.87298588e-01   2.59069464e-02]
 [ -1.55980504e-01  -3.37377970e-01   1.34711610e-01  -5.53069000e-01
   -8.46525734e-01   2.01522918e-01   3.04254146e-01  -1.40453604e-01
   -1.40602648e-01   5.48064252e-02]]
[[ 0.59272018]
 [ 2.04182613]
 [ 0.20216411]
 [ 0.97028523]
 [-3.12233116]
 [-0.41876759]
 [-2.00676449]
 [ 0.02152802]
 [ 0.63258563]
 [ 0.8108603 ]]
Progress: 90.0% ... Training loss: 0.224 ... Validation loss: 0.402[[  2.35869679e-01   7.56040134e-01  -7.53024004e-02   1.70951681e-01
   -3.52610384e-02  -1.00921659e-01  -7.74616018e-02   1.19319682e-01
    2.02903291e-02   3.42207062e-01]
 [  9.26434545e-03   9.58849044e-02  -2.10152453e-02   4.51585545e-02
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    1.47852743e-01  -2.59622748e-02]
 [  2.06183036e-01   4.35028388e-01  -3.88780765e-03  -1.12756290e-01
    8.69036634e-01  -1.51543850e-02  -1.22029533e+00  -4.77518430e-02
    5.50995003e-02   3.01417647e-01]
 [ -2.01822705e-02  -4.82257749e-01  -2.11098144e-01   2.05800384e-01
   -3.67253549e-01   1.92104758e-01   4.23528415e-01   5.61975984e-02
    6.52184417e-02   2.69908448e-01]
 [ -6.94623659e-02  -4.19492260e-02  -1.42398348e-01   4.02781496e-02
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   -3.56229897e-02  -4.62138978e-02]
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   -4.53257530e-01  -3.16119039e-02   1.71893951e-01   1.07295036e-01
    4.04516271e-02  -5.49442068e-02]
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 [  1.85846110e-02  -6.23092006e-01   5.71569181e-02  -1.48085968e-01
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   -3.15348225e-02   1.64975364e-02]
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   -1.96052040e-01  -2.38150528e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94825563e-01  -3.56425751e-01   9.10204092e-02   1.97265439e-01
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   -2.97635154e-01  -1.24258973e-01]
 [  8.60776085e-02  -2.72454735e-01  -2.81704118e-02   9.02668137e-02
   -8.09491910e-02  -8.74343467e-02   3.26910849e-01  -2.33999408e-04
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 [  3.40700822e-02  -1.63015598e-01  -2.12417331e-01   1.31079872e-01
   -6.53357269e-02   7.41807669e-02  -9.00644654e-03  -2.10217348e-02
   -9.05813465e-02  -4.58854155e-03]
 [ -1.25594254e-01  -1.31089519e-01  -2.02412038e-01   1.45644928e-01
   -6.66629115e-02   1.34351950e-01  -4.25316767e-02  -2.52483685e-01
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    9.32115845e-02   7.79883152e-02]
 [  6.22131323e-02  -1.08847980e-01   8.35455109e-02   6.44612669e-02
   -1.39012310e-01  -9.60315392e-03   1.32230487e-01   1.17329367e-01
   -3.39645837e-02  -6.14780508e-02]
 [  4.75619267e-03  -2.69698505e-01  -2.99753353e-01  -7.12125484e-02
   -1.57178104e-01  -8.92723812e-02  -1.42362218e-02   1.59213756e-01
    9.20592119e-02  -5.46251258e-02]
 [  5.53966349e-02  -1.01785081e-01  -1.10887559e-01   6.38141963e-02
   -3.80371603e-01   3.13035206e-01   3.41219619e-01   2.03663711e-01
   -1.45142416e-01  -4.30589198e-02]
 [  2.01838685e-02   4.13360807e-02   1.29536870e-01   1.42144429e-01
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    1.87584287e-01   2.63069391e-02]
 [ -1.56124564e-01  -3.39224276e-01   1.34696189e-01  -5.53167523e-01
   -8.47339398e-01   2.01549415e-01   3.05769823e-01  -1.40455612e-01
   -1.40785109e-01   5.48350991e-02]]
[[ 0.60170325]
 [ 2.04427591]
 [ 0.21070582]
 [ 0.97953557]
 [-3.11414613]
 [-0.40742097]
 [-1.99352423]
 [ 0.03120525]
 [ 0.64353377]
 [ 0.82097718]]
Progress: 90.0% ... Training loss: 0.220 ... Validation loss: 0.400[[  2.33223148e-01   7.48474250e-01  -7.61988410e-02   1.66886108e-01
   -2.43850235e-02  -9.92088860e-02  -7.02904341e-02   1.19187629e-01
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 [  2.04875806e-01   4.30118340e-01  -4.40071411e-03  -1.14775868e-01
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   -3.62998038e-02  -4.71597923e-02]
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   -1.96660544e-01  -2.38899282e-01]
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   -4.55896962e-02  -1.01037119e-02]
 [  5.54343657e-02   1.05527256e-01   2.01325786e-02   5.00213831e-02
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 [  1.90102719e-01   2.81911354e-01   2.30302840e-01   9.10077509e-02
   -7.42298115e-01   1.06564630e-01  -1.23118894e-01   1.57431040e-01
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   -2.92104089e-01  -1.12352738e-01]
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   -2.12840018e-01   2.86917627e-02]
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   -1.67518956e-01  -2.24405787e-01]
 [ -3.78708875e-02  -5.39486686e-01  -2.15784280e-01  -2.64626395e-01
   -7.59802083e-01   4.34430264e-02   4.35700298e-01  -1.75431267e-01
   -3.07863264e-02  -3.86135179e-01]
 [ -6.09354051e-02  -6.25184990e-02   2.87252741e-01   9.60923983e-02
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   -4.14581705e-02   2.38870699e-02]
 [ -2.86108146e-01  -4.16431433e-02   3.62878505e-02   6.05497201e-02
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   -1.89681194e-02   1.40541469e-01]
 [  1.85938900e-01  -5.51848309e-02  -2.13710873e-01   1.18272785e-02
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    5.38938255e-02  -1.19255760e-01]
 [  2.70441865e-01  -2.27904960e-01   8.78266236e-02   7.27406229e-02
    1.27035171e-01  -8.04279273e-02  -5.58556632e-03  -1.31317527e-01
    1.77701745e-01  -8.67203016e-02]
 [ -8.25676368e-02  -1.13165593e-01   1.28297653e-01   1.31603193e-01
    4.17889956e-02  -1.26182200e-01   1.71667086e-01  -7.89879155e-02
    1.87776075e-01   2.65492505e-02]
 [ -1.57118752e-01  -3.43624573e-01   1.34321521e-01  -5.54576333e-01
   -8.43966797e-01   2.02266071e-01   3.07520698e-01  -1.40511460e-01
   -1.41922868e-01   5.35365995e-02]]
[[ 0.59297908]
 [ 2.03871721]
 [ 0.20380871]
 [ 0.97349586]
 [-3.11796735]
 [-0.4137722 ]
 [-1.99935699]
 [ 0.02401567]
 [ 0.63551201]
 [ 0.81230975]]
Progress: 90.0% ... Training loss: 0.226 ... Validation loss: 0.407[[  2.33117335e-01   7.50614022e-01  -7.61891304e-02   1.67084454e-01
   -2.80000839e-02  -9.91827325e-02  -7.09330670e-02   1.19187346e-01
    1.73472450e-02   3.38513889e-01]
 [  1.00761374e-02   9.82253869e-02  -2.07280565e-02   4.65154091e-02
    5.35990559e-04  -7.15058472e-03   3.51833677e-01   3.99074259e-02
    1.48629396e-01  -2.48544520e-02]
 [  2.07851368e-01   4.41119940e-01  -3.40064277e-03  -1.10494065e-01
    8.63398275e-01  -1.61356841e-02  -1.22538714e+00  -4.77023049e-02
    5.68193300e-02   3.03449257e-01]
 [ -2.03903964e-02  -4.79064735e-01  -2.11093468e-01   2.06162192e-01
   -3.70198852e-01   1.92384058e-01   4.20385765e-01   5.62079034e-02
    6.47826477e-02   2.69555021e-01]
 [ -6.89810268e-02  -4.00958618e-02  -1.42202131e-01   4.11990797e-02
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   -1.95785564e-01  -1.04032337e-01]
 [ -3.82946562e-01  -7.10557598e-01  -3.01342906e-01   1.43202500e-01
   -4.54149570e-01   2.51210264e-02   4.15118027e-01  -4.27210721e-02
   -3.69994661e-02  -4.80249564e-02]
 [ -3.32583662e-02  -4.87731891e-01   3.47561112e-04   3.06097575e-02
   -3.23663859e-01  -6.27368328e-02   1.77841981e-01  -1.98107606e-01
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 [  7.63920837e-02  -5.83184904e-01   1.40773071e-02  -1.33179733e-01
   -4.59032300e-01  -3.21067496e-02   1.71424408e-01   1.07323217e-01
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 [ -1.73521140e-01  -2.54725283e-01  -2.97816493e-01  -2.01851559e-02
   -2.64300792e-01   5.93037650e-02  -4.00675382e-03  -3.16592320e-02
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 [  1.76020365e-02  -6.28349805e-01   5.68115447e-02  -1.49454522e-01
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   -3.24383878e-02   1.50026329e-02]
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   -4.49657136e-01  -1.42260783e-02   2.79239901e-01  -1.02882770e-01
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   -1.48103743e-01   1.18911296e-01   3.70476694e-01  -2.07976903e-02
   -1.97540039e-01  -2.39921643e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.95037292e-01  -3.58184049e-01   9.09711175e-02   1.97133702e-01
   -1.90265761e-01  -5.94470133e-02   1.25791113e-01  -2.63645926e-01
   -2.97821474e-01  -1.24520412e-01]
 [  8.57180586e-02  -2.73172442e-01  -2.82912394e-02   8.96693825e-02
   -8.07034087e-02  -8.71764468e-02   3.26993809e-01  -2.50885611e-04
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 [  3.32911010e-02  -1.66137889e-01  -2.12666734e-01   1.30062222e-01
   -6.37521238e-02   7.46605641e-02  -6.45157085e-03  -2.10561265e-02
   -9.13974346e-02  -5.69451268e-03]
 [ -1.26283768e-01  -1.32650462e-01  -2.02646191e-01   1.44541962e-01
   -6.54980562e-02   1.34813115e-01  -4.19247803e-02  -2.52524699e-01
    6.72112928e-02  -1.97768405e-01]
 [ -5.88427148e-02  -1.53049291e-01   2.78890056e-01   1.09821789e-01
   -3.79308446e-02  -6.84647919e-02  -5.53111350e-02   1.20074374e-01
    9.33880063e-02   7.82933241e-02]
 [  6.14176923e-02  -1.10622700e-01   8.32643123e-02   6.32034372e-02
   -1.35688622e-01  -9.03063163e-03   1.34252584e-01   1.17293735e-01
   -3.49167378e-02  -6.27413004e-02]
 [  4.28997228e-03  -2.71404705e-01  -2.99934977e-01  -7.18342798e-02
   -1.57275122e-01  -8.89222796e-02  -1.30822756e-02   1.59182654e-01
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 [  5.65467633e-02  -9.84459101e-02  -1.10427183e-01   6.57668365e-02
   -3.85009376e-01   3.12192038e-01   3.38652001e-01   2.03725538e-01
   -1.43782776e-01  -4.14868940e-02]
 [  2.03336724e-02   4.22884177e-02   1.29593436e-01   1.42448409e-01
   -6.77089933e-02   9.57969997e-02  -1.19013280e-02  -4.14100992e-02
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 [  1.00926566e-01   5.68595908e-02  -4.65720774e-02  -1.20440179e-01
   -1.62527027e-01  -3.24067742e-01   1.57592714e-01   6.52753817e-03
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 [ -1.19696518e-01  -1.67252150e-01  -2.08528852e-02   4.33833058e-04
   -1.50835878e-01  -2.00987571e-01   3.11062470e-02  -2.21219362e-02
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 [ -1.56050836e-01  -1.30617655e-01  -2.01956600e-01  -1.57844446e-02
   -4.06771577e-01  -4.57318341e-03   7.07471146e-02  -2.62134260e-02
   -7.28040976e-03   4.01224294e-02]
 [ -1.74030979e-02  -2.37530803e-01  -7.12380237e-02  -1.07353635e-01
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   -1.67174136e-01  -3.69066820e-01]
 [ -1.16039021e-02  -5.68684065e-01  -3.12069834e-02  -6.90453062e-02
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    3.45573246e-02  -3.89740308e-01]
 [  1.66704053e-02  -6.35091844e-01  -4.39920608e-02  -1.01030175e-01
    6.74394169e-01   1.89985634e-02   6.22303053e-01   4.83716204e-02
   -3.61636841e-01  -2.13943721e-01]
 [ -1.81941768e-01  -7.37230088e-01  -1.39405596e-02  -2.13927131e-01
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   -7.51087871e-02   8.82646050e-02]
 [ -3.07764318e-01  -5.75440050e-01   5.36902688e-02  -4.79533399e-02
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   -8.89020401e-02  -1.30301131e-01]
 [ -2.28291010e-01  -4.40359755e-01   2.44787893e-01  -2.64185234e-01
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   -2.75989499e-01  -4.21391579e-02]
 [ -1.62824214e-01  -3.10382549e-01  -1.92174186e-01  -1.40727505e-01
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   -4.28729112e-02  -1.54422396e-01]
 [  5.27901028e-02   2.49265154e-01   1.43465605e-01  -1.62441792e-01
   -2.21849170e-01   8.02880410e-02  -9.89315257e-02   2.75654422e-01
    8.59969895e-03   1.11114860e-01]
 [  3.72061220e-01   4.18695542e-01  -7.34596439e-02   2.90068837e-01
   -9.67637273e-01  -2.85351701e-01  -5.17406832e-01   1.78069333e-01
    4.07387014e-01   8.54902441e-03]
 [  7.27068457e-02   1.00045430e-01   2.64323956e-01   2.73224533e-01
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   -1.10005260e-01  -2.60451848e-01]
 [  3.32905216e-02  -1.32569550e-01  -1.18989591e-01  -5.11042822e-02
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 [  2.93254436e-02  -2.10771667e-02  -6.09918455e-02  -2.61317524e-02
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    5.93342957e-02   2.96459957e-02]
 [  5.00881829e-02   1.60634296e-01   2.49291405e-01   9.27914800e-02
   -1.43449551e-01  -1.53763251e-01  -1.82137975e-02   3.99928232e-02
   -1.71581325e-01   1.29798226e-01]
 [  1.04035512e-01   1.29927220e-01   1.15292023e-01   3.13437961e-02
   -1.77553892e-01   4.64012191e-02  -8.81841281e-02  -2.70529568e-01
    8.89169224e-03  -5.60072734e-02]
 [  7.84213337e-03   1.71985319e-01   8.87467293e-02  -3.29073436e-02
   -1.13148980e-02   1.66394546e-01  -3.81052116e-02   1.18094041e-01
   -1.05286321e-02   1.87177714e-01]
 [  2.40126107e-01   1.30451276e-01   3.18689731e-02   8.14698480e-02
    1.62641441e-02  -3.82718779e-02  -3.04081799e-01   1.48091313e-01
   -4.51532387e-02  -9.54392183e-03]
 [  5.53952576e-02   1.05343171e-01   2.01148394e-02   4.99383628e-02
   -4.74769881e-01  -1.29855036e-01  -2.78637557e-01   4.11760852e-02
    1.24906175e-01   2.03080769e-01]
 [  5.63482724e-02   4.57849421e-01   1.29102784e-01   4.56670984e-01
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 [  1.53707652e-01   4.59812898e-01   6.43348334e-02   4.17609482e-01
   -1.49112561e+00  -6.61292035e-02  -3.42306138e-01   1.49054734e-01
    2.05164172e-01   4.38027620e-01]
 [  1.89636690e-01   2.81094860e-01   2.30166357e-01   9.04665101e-02
   -7.42196361e-01   1.06881822e-01  -1.21526324e-01   1.57414286e-01
    1.95708214e-01   2.45162504e-02]
 [ -9.77436977e-02   2.32111862e-01   2.31958611e-01  -1.60942094e-02
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   -5.71765597e-02   1.89797910e-02]
 [ -1.17126609e-01  -7.86010506e-03   1.77358394e-02   6.80212752e-02
   -9.88236235e-02   1.24411727e-01   2.33375633e-01   1.75865252e-02
   -2.92006854e-01  -1.12203013e-01]
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   -2.12474519e-01   2.91341389e-02]
 [  8.24695218e-03  -4.97878574e-01  -1.29063288e-01  -1.65357012e-01
    3.64384000e-01   2.40302690e-02   2.19234979e-01   1.51571426e-01
   -1.67632347e-01  -2.24548361e-01]
 [ -3.79078602e-02  -5.40115741e-01  -2.15783906e-01  -2.64653432e-01
   -7.61212514e-01   4.34605566e-02   4.35910172e-01  -1.75435157e-01
   -3.07989114e-02  -3.86213495e-01]
 [ -5.99613415e-02  -5.98199472e-02   2.87605995e-01   9.78471109e-02
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   -4.03971565e-02   2.50942180e-02]
 [ -2.84607012e-01  -3.72137312e-02   3.68197009e-02   6.30115463e-02
    1.81723391e-01  -2.14951247e-01  -2.55307699e-02   2.37250666e-01
   -1.73262850e-02   1.42303956e-01]
 [  1.85927111e-01  -5.51911139e-02  -2.13712757e-01   1.18418754e-02
    1.23164568e-01  -3.34422147e-01   1.72896560e-02  -1.62354372e-01
    5.38726976e-02  -1.19204164e-01]
 [  2.70640427e-01  -2.27059978e-01   8.78823086e-02   7.30197177e-02
    1.27299714e-01  -8.05508535e-02  -6.13192835e-03  -1.31310011e-01
    1.77825336e-01  -8.64873067e-02]
 [ -8.35866317e-02  -1.16192675e-01   1.27946889e-01   1.30155365e-01
    4.44069288e-02  -1.25476862e-01   1.74269786e-01  -7.90312048e-02
    1.86676263e-01   2.52000754e-02]
 [ -1.57254071e-01  -3.43157900e-01   1.34308506e-01  -5.54946762e-01
   -8.45062823e-01   2.02284978e-01   3.07969373e-01  -1.40512359e-01
   -1.42015793e-01   5.35107620e-02]]
[[ 0.59953983]
 [ 2.04590488]
 [ 0.21027843]
 [ 0.97753983]
 [-3.11376049]
 [-0.40975142]
 [-2.00049282]
 [ 0.02974811]
 [ 0.64153961]
 [ 0.82009306]]
Progress: 90.1% ... Training loss: 0.221 ... Validation loss: 0.400[[  2.35530334e-01   7.59984872e-01  -7.52145439e-02   1.71712681e-01
   -3.75374036e-02  -1.00962688e-01  -7.85041701e-02   1.19323811e-01
    2.01434428e-02   3.41999727e-01]
 [  9.12915881e-03   9.54121492e-02  -2.10523150e-02   4.49660667e-02
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    1.47671496e-01  -2.59985955e-02]
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 [ -1.57874192e-01  -3.45248175e-01   1.34066920e-01  -5.55988499e-01
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   -1.42736270e-01   5.26480950e-02]]
[[ 0.60710267]
 [ 2.05337141]
 [ 0.21426452]
 [ 0.98357178]
 [-3.11370409]
 [-0.40581691]
 [-1.99886747]
 [ 0.0336304 ]
 [ 0.64847203]
 [ 0.82717726]]
Progress: 90.2% ... Training loss: 0.221 ... Validation loss: 0.398[[  2.36542632e-01   7.64563425e-01  -7.47237273e-02   1.73630905e-01
   -3.67663226e-02  -1.01709798e-01  -8.09432510e-02   1.19392407e-01
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 [  9.18781013e-03   9.56372593e-02  -2.10488559e-02   4.50664664e-02
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    1.47733543e-01  -2.59223248e-02]
 [  2.09155418e-01   4.46177631e-01  -2.86311799e-03  -1.07399670e-01
    8.55442021e-01  -1.71171681e-02  -1.22960399e+00  -4.76202028e-02
    5.85020947e-02   3.05418940e-01]
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   -3.67461572e-01   1.93638189e-01   4.24581823e-01   5.60987467e-02
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 [ -6.94242517e-02  -4.23295740e-02  -1.42294844e-01   4.03701245e-02
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   -3.68403167e-02  -4.78656456e-02]
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   -1.97725113e-01  -2.40218078e-01]
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   -3.36036838e-02  -6.11427364e-02]
 [  3.16075592e-03  -2.74511038e-01  -3.00331719e-01  -7.35775101e-02
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 [ -8.30963994e-02  -1.14768356e-01   1.28111963e-01   1.30863965e-01
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    1.87148075e-01   2.58120075e-02]
 [ -1.56831920e-01  -3.42356363e-01   1.34477697e-01  -5.54187864e-01
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   -1.41597829e-01   5.40578550e-02]]
[[ 0.6104516 ]
 [ 2.05695587]
 [ 0.21946362]
 [ 0.98519184]
 [-3.11401894]
 [-0.40284136]
 [-1.99610314]
 [ 0.03579978]
 [ 0.65071504]
 [ 0.83081108]]
Progress: 90.2% ... Training loss: 0.222 ... Validation loss: 0.396[[  2.35014493e-01   7.60098957e-01  -7.53260406e-02   1.70390424e-01
   -3.05963901e-02  -1.00507827e-01  -7.63012925e-02   1.19283331e-01
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 [  9.35335968e-03   9.61926588e-02  -2.09896483e-02   4.53308064e-02
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    1.47902099e-01  -2.56968484e-02]
 [  2.06018684e-01   4.34408036e-01  -4.14750749e-03  -1.13439190e-01
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    5.49338241e-02   3.00540778e-01]
 [ -2.66922489e-02  -4.93909296e-01  -2.13291594e-01   1.96615226e-01
   -3.54695519e-01   1.96602286e-01   4.36708405e-01   5.58265707e-02
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 [ -6.80644104e-02  -3.93127116e-02  -1.41796765e-01   4.17485313e-02
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   -3.63275115e-02  -4.72190251e-02]
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   -1.98077154e-01  -2.40670255e-01]
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   -3.36453284e-02  -6.11037888e-02]
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   -1.66569542e-01  -3.68293721e-01]
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   -8.89927270e-02  -1.30399563e-01]
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 [  3.70024783e-01   4.12680004e-01  -7.42013702e-02   2.86427618e-01
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 [  9.17034664e-03   1.75661387e-01   8.92571833e-02  -3.11239209e-02
   -1.39760850e-02   1.65451775e-01  -4.13079692e-02   1.18179360e-01
   -9.08239575e-03   1.88963405e-01]
 [  2.40671816e-01   1.32896572e-01   3.21170959e-02   8.23479325e-02
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   -4.44468252e-02  -8.71990029e-03]
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 [ -3.80131532e-02  -5.40565368e-01  -2.15791360e-01  -2.65093507e-01
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   -3.09144577e-02  -3.86575682e-01]
 [ -6.07818180e-02  -6.21826549e-02   2.87334851e-01   9.64004609e-02
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   -4.12003738e-02   2.40518212e-02]
 [ -2.86336344e-01  -4.28079835e-02   3.62234387e-02   6.02924380e-02
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 [  2.72348456e-01  -2.21117419e-01   8.85945881e-02   7.63279191e-02
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    1.79844333e-01  -8.39412801e-02]
 [ -8.28979124e-02  -1.14164382e-01   1.28189201e-01   1.31337460e-01
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    1.87695263e-01   2.63060946e-02]
 [ -1.55052332e-01  -3.36547532e-01   1.35141484e-01  -5.51511778e-01
   -8.53972537e-01   2.00770849e-01   3.01619602e-01  -1.40381684e-01
   -1.39602167e-01   5.63785695e-02]]
[[ 0.60212376]
 [ 2.05481628]
 [ 0.21763439]
 [ 0.97831942]
 [-3.11878617]
 [-0.40743225]
 [-1.9975404 ]
 [ 0.02909447]
 [ 0.6439664 ]
 [ 0.82289712]]
Progress: 90.2% ... Training loss: 0.219 ... Validation loss: 0.396[[  2.35175016e-01   7.61010618e-01  -7.52941693e-02   1.70355163e-01
   -2.70656510e-02  -1.00484226e-01  -7.71775946e-02   1.19282662e-01
    1.95943857e-02   3.41203607e-01]
 [  9.85836802e-03   9.78316293e-02  -2.08205554e-02   4.61732711e-02
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    1.48422294e-01  -2.50557592e-02]
 [  2.05848700e-01   4.33135674e-01  -4.27396655e-03  -1.13945653e-01
    8.67888200e-01  -1.46931452e-02  -1.21942915e+00  -4.78514702e-02
    5.45130057e-02   3.00222539e-01]
 [ -2.60201176e-02  -4.91294371e-01  -2.13064984e-01   1.97865119e-01
   -3.58478345e-01   1.96151752e-01   4.34619405e-01   5.58521502e-02
    5.92881933e-02   2.62708279e-01]
 [ -6.56621868e-02  -3.29453238e-02  -1.40908103e-01   4.57352733e-02
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   -1.92643646e-01  -9.95651921e-02]
 [ -3.82538778e-01  -7.09706075e-01  -3.01165192e-01   1.43739880e-01
   -4.55323241e-01   2.47924606e-02   4.14265316e-01  -4.26898685e-02
   -3.65839189e-02  -4.75700280e-02]
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   -3.35917404e-01  -6.55879436e-02   1.66626242e-01  -1.97896437e-01
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   -4.46450717e-01  -2.91247489e-02   1.82376189e-01   1.07070839e-01
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   -2.69805565e-01   5.82341254e-02  -8.98551617e-03  -3.15713246e-02
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   -3.03470757e-02   1.75348597e-02]
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   -1.50632518e-01   1.18978574e-01   3.69803601e-01  -2.08109161e-02
   -1.97601220e-01  -2.40203758e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
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 [ -2.94927204e-01  -3.57872297e-01   9.10308762e-02   1.97238404e-01
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   -2.97722737e-01  -1.24338199e-01]
 [  8.52488409e-02  -2.74087195e-01  -2.84609336e-02   8.88623812e-02
   -7.98352893e-02  -8.68964738e-02   3.27821628e-01  -2.76240517e-04
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 [  3.45455074e-02  -1.61926672e-01  -2.12151151e-01   1.32232815e-01
   -6.85357936e-02   7.36616033e-02  -1.02254063e-02  -2.09782184e-02
   -8.99765571e-02  -4.06658183e-03]
 [ -1.26824602e-01  -1.34623983e-01  -2.02810244e-01   1.43754078e-01
   -6.28670032e-02   1.35228760e-01  -4.07207773e-02  -2.52564025e-01
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 [ -5.72336593e-02  -1.49586466e-01   2.79485975e-01   1.12384464e-01
   -4.25860117e-02  -6.96575732e-02  -5.82246281e-02   1.20161824e-01
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 [  6.34248305e-02  -1.04493983e-01   8.40146347e-02   6.65344671e-02
   -1.42554004e-01  -1.03284145e-02   1.28123562e-01   1.17396426e-01
   -3.27054026e-02  -5.99121274e-02]
 [  1.57168811e-03  -2.79924614e-01  -3.00965121e-01  -7.64968748e-02
   -1.49558389e-01  -8.69971908e-02  -6.71275999e-03   1.59020253e-01
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 [  5.49257092e-02  -1.03811597e-01  -1.11042166e-01   6.29555226e-02
   -3.80105922e-01   3.13363003e-01   3.42805721e-01   2.03618510e-01
   -1.45737390e-01  -4.38170534e-02]
 [  1.93231836e-02   4.08209936e-02   1.29284793e-01   1.41274345e-01
   -6.49237987e-02   9.64059577e-02  -8.33689239e-03  -4.14538389e-02
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 [  1.02714839e-01   6.35352489e-02  -4.59300868e-02  -1.17766535e-01
   -1.68878887e-01  -3.25208066e-01   1.51575581e-01   6.61943401e-03
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   -1.53027438e-01  -2.01317636e-01   3.05017873e-02  -2.20938024e-02
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   -4.07993270e-01  -5.24562629e-03   6.81195514e-02  -2.61553180e-02
   -6.17053128e-03   4.14698300e-02]
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   -1.66792239e-01  -3.68559245e-01]
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 [  1.62147200e-02  -6.36741752e-01  -4.41671111e-02  -1.01852981e-01
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   -3.62161883e-01  -2.14620317e-01]
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   -7.53856825e-02   8.79887750e-02]
 [ -3.07840793e-01  -5.76141818e-01   5.36783120e-02  -4.79901054e-02
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   -8.89196338e-02  -1.30296856e-01]
 [ -2.28241918e-01  -4.40222927e-01   2.44808910e-01  -2.64033256e-01
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   -2.75924883e-01  -4.20653160e-02]
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   -4.32094319e-02  -1.54892012e-01]
 [  5.38460450e-02   2.53263447e-01   1.43872590e-01  -1.60535290e-01
   -2.26333215e-01   7.95813335e-02  -1.01748837e-01   2.75704942e-01
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 [  3.70130574e-01   4.13309883e-01  -7.41540878e-02   2.86595640e-01
   -9.64094577e-01  -2.83808644e-01  -5.14435218e-01   1.77944755e-01
    4.05079236e-01   5.55091451e-03]
 [  7.26374980e-02   9.97835010e-02   2.64301624e-01   2.73119601e-01
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   -1.10075497e-01  -2.60586642e-01]
 [  3.35406259e-02  -1.33186209e-01  -1.18922107e-01  -5.07542475e-02
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 [  3.00029274e-02  -1.96892762e-02  -6.07960190e-02  -2.51673938e-02
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 [  5.07565360e-02   1.63397214e-01   2.49497791e-01   9.38238633e-02
   -1.46237374e-01  -1.54190361e-01  -2.00593413e-02   4.00255804e-02
   -1.70884579e-01   1.30638314e-01]
 [  1.04771094e-01   1.32000114e-01   1.15560604e-01   3.23630439e-02
   -1.76767646e-01   4.59453688e-02  -9.11707763e-02  -2.70499316e-01
    9.63148028e-03  -5.51617051e-02]
 [  9.13994111e-03   1.75509405e-01   8.92447095e-02  -3.11844620e-02
   -1.36477073e-02   1.65473378e-01  -4.11675830e-02   1.18177748e-01
   -9.11698554e-03   1.88930377e-01]
 [  2.40090987e-01   1.30828855e-01   3.18902997e-02   8.13182819e-02
    1.57746718e-02  -3.83352966e-02  -3.03984120e-01   1.48101375e-01
   -4.50954690e-02  -9.60897582e-03]
 [  5.46305764e-02   1.03731911e-01   1.98764061e-02   4.87292529e-02
   -4.71849524e-01  -1.29388349e-01  -2.76899373e-01   4.11371791e-02
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 [  5.63053785e-02   4.58262746e-01   1.29096869e-01   4.56805164e-01
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   -1.49666651e+00  -6.69906333e-02  -3.46109771e-01   1.49125205e-01
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 [  1.90826376e-01   2.86479149e-01   2.30665841e-01   9.29335862e-02
   -7.50076532e-01   1.05931320e-01  -1.25826557e-01   1.57491350e-01
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 [ -9.84132655e-02   2.30070617e-01   2.31724837e-01  -1.71557975e-02
   -1.79800501e-01   1.44793435e-01  -6.01943914e-02  -1.77783340e-02
   -5.78727395e-02   1.81180882e-02]
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   -9.83096471e-02   1.24515168e-01   2.33703012e-01   1.75753293e-02
   -2.92180396e-01  -1.12434124e-01]
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   -2.12426268e-01   2.92838027e-02]
 [  7.28734515e-03  -5.00585133e-01  -1.29419840e-01  -1.66985830e-01
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   -1.68701729e-01  -2.25862929e-01]
 [ -3.73596685e-02  -5.38347576e-01  -2.15546465e-01  -2.64097326e-01
   -7.70012566e-01   4.31480668e-02   4.32524103e-01  -1.75432680e-01
   -3.01934327e-02  -3.85736921e-01]
 [ -6.08245566e-02  -6.31525703e-02   2.87309275e-01   9.63186255e-02
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   -4.12774347e-02   2.39726072e-02]
 [ -2.85214553e-01  -3.90335194e-02   3.66120698e-02   6.19111173e-02
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   -1.80600905e-02   1.41406778e-01]
 [  1.84198796e-01  -5.90309675e-02  -2.14291436e-01   9.27285576e-03
    1.31099084e-01  -3.33344687e-01   2.11211268e-02  -1.62451013e-01
    5.19666327e-02  -1.21626931e-01]
 [  2.71684571e-01  -2.23866542e-01   8.83094262e-02   7.50738024e-02
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    1.79042189e-01  -8.48937275e-02]
 [ -8.25329906e-02  -1.13613474e-01   1.28328023e-01   1.31954176e-01
    4.13753117e-02  -1.26066087e-01   1.73200595e-01  -7.89736738e-02
    1.88086886e-01   2.67917072e-02]
 [ -1.54879293e-01  -3.35716994e-01   1.35195235e-01  -5.51132145e-01
   -8.54778757e-01   2.00680796e-01   3.01236691e-01  -1.40377507e-01
   -1.39435761e-01   5.66945914e-02]]
[[ 0.60473993]
 [ 2.05765358]
 [ 0.22205598]
 [ 0.98312027]
 [-3.11910401]
 [-0.40473565]
 [-1.98977379]
 [ 0.03294013]
 [ 0.64862373]
 [ 0.8277131 ]]
Progress: 90.3% ... Training loss: 0.219 ... Validation loss: 0.395[[  2.31157750e-01   7.49286341e-01  -7.68008624e-02   1.63685922e-01
   -1.72247384e-02  -9.77468448e-02  -6.59020357e-02   1.19058160e-01
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 [  9.48314011e-03   9.65912738e-02  -2.09583995e-02   4.55725247e-02
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    1.48042863e-01  -2.55527771e-02]
 [  2.05085783e-01   4.29035982e-01  -4.57361008e-03  -1.15374068e-01
    8.74562650e-01  -1.41179890e-02  -1.21629169e+00  -4.78902706e-02
    5.37369546e-02   2.99621715e-01]
 [ -2.71678450e-02  -4.92159243e-01  -2.13486436e-01   1.96300812e-01
   -3.51834323e-01   1.96936089e-01   4.36597373e-01   5.57864855e-02
    5.82051817e-02   2.61825642e-01]
 [ -6.29608726e-02  -2.42151091e-02  -1.39892049e-01   5.01375040e-02
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   -1.89954598e-01  -9.57534560e-02]
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   -3.83059469e-02  -4.98222476e-02]
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 [  1.69844138e-02  -6.29194058e-01   5.66729894e-02  -1.50890993e-01
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   -1.98453239e-01  -2.41355554e-01]
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 [ -2.95555121e-01  -3.60050838e-01   9.07877935e-02   1.96224364e-01
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 [  8.42023496e-02  -2.76498684e-01  -2.88392376e-02   8.71238253e-02
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 [  3.48133464e-02  -1.61042759e-01  -2.12064111e-01   1.32621867e-01
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   -8.97730695e-02  -3.85669444e-03]
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 [  6.25405169e-02  -1.07929896e-01   8.36707354e-02   6.51687826e-02
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   -3.36854528e-02  -6.09718382e-02]
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   -1.66865513e-01  -3.68649519e-01]
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 [  1.61050320e-02  -6.37000842e-01  -4.42057584e-02  -1.02030226e-01
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   -3.62281149e-01  -2.14753138e-01]
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   -7.54416515e-02   8.79258420e-02]
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   -8.91534598e-02  -1.30585370e-01]
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 [  3.68700478e-01   4.08613012e-01  -7.46778717e-02   2.84186669e-01
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 [  7.23155177e-02   9.86992013e-02   2.64177653e-01   2.72586570e-01
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 [  3.32753297e-02  -1.34201899e-01  -1.19031595e-01  -5.12579155e-02
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 [  2.98084244e-02  -2.01570503e-02  -6.08731415e-02  -2.55027009e-02
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 [  5.19103455e-02   1.66591149e-01   2.49919746e-01   9.56162555e-02
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   -1.69741168e-01   1.32111100e-01]
 [  1.04244364e-01   1.29977625e-01   1.15369163e-01   3.14914968e-02
   -1.73598967e-01   4.62805201e-02  -8.97588231e-02  -2.70526801e-01
    9.02251092e-03  -5.59581731e-02]
 [  9.10126540e-03   1.75579284e-01   8.92433246e-02  -3.12985493e-02
   -1.37773274e-02   1.65496335e-01  -4.09345218e-02   1.18176006e-01
   -9.16560858e-03   1.88864737e-01]
 [  2.40319403e-01   1.31726968e-01   3.19919068e-02   8.17036849e-02
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   -4.48029449e-02  -9.22926339e-03]
 [  5.45243619e-02   1.03378522e-01   1.98351691e-02   4.85081824e-02
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 [  5.50425932e-02   4.53986861e-01   1.28622075e-01   4.54873147e-01
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 [  1.90651495e-01   2.86056873e-01   2.30599029e-01   9.26370655e-02
   -7.49786626e-01   1.06044735e-01  -1.25522200e-01   1.57481372e-01
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 [ -9.84784206e-02   2.29853834e-01   2.31700521e-01  -1.72615013e-02
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   -5.79394870e-02   1.80402321e-02]
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   -2.92429792e-01  -1.12748458e-01]
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   -2.12691819e-01   2.89627100e-02]
 [  7.52713586e-03  -5.00003948e-01  -1.29322647e-01  -1.66566521e-01
    3.68180150e-01   2.45395007e-02   2.21453862e-01   1.51532300e-01
   -1.68432324e-01  -2.25638458e-01]
 [ -3.69611256e-02  -5.36945435e-01  -2.15386793e-01  -2.63484296e-01
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   -2.97053865e-02  -3.85222952e-01]
 [ -6.14447048e-02  -6.51263882e-02   2.87067852e-01   9.52471364e-02
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   -4.19861949e-02   2.31607115e-02]
 [ -2.85115121e-01  -3.87675381e-02   3.66478675e-02   6.20192673e-02
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   -1.80034575e-02   1.41403522e-01]
 [  1.83570538e-01  -6.08966573e-02  -2.14513463e-01   8.20492416e-03
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    5.12366876e-02  -1.22584361e-01]
 [  2.70734878e-01  -2.27288584e-01   8.79365287e-02   7.33700424e-02
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    1.77938478e-01  -8.63552167e-02]
 [ -8.37655178e-02  -1.17182433e-01   1.27868896e-01   1.30070446e-01
    4.43964527e-02  -1.25261930e-01   1.76380755e-01  -7.90429265e-02
    1.86776469e-01   2.51780804e-02]
 [ -1.56714992e-01  -3.40769790e-01   1.34518753e-01  -5.54243045e-01
   -8.52176933e-01   2.01925431e-01   3.06010223e-01  -1.40481267e-01
   -1.41417879e-01   5.43723335e-02]]
[[ 0.58670367]
 [ 2.04543361]
 [ 0.20447612]
 [ 0.96410601]
 [-3.12668884]
 [-0.42107293]
 [-2.00832096]
 [ 0.01771294]
 [ 0.62847673]
 [ 0.80758947]]
Progress: 90.3% ... Training loss: 0.228 ... Validation loss: 0.403[[  2.34531302e-01   7.60831437e-01  -7.55527146e-02   1.69502643e-01
   -3.03066631e-02  -1.00289398e-01  -7.51582599e-02   1.19167409e-01
    1.89439931e-02   3.40683763e-01]
 [  9.54148357e-03   9.68734879e-02  -2.09501969e-02   4.56621124e-02
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    1.48053529e-01  -2.54596343e-02]
 [  2.06839880e-01   4.36269089e-01  -3.97811535e-03  -1.12904134e-01
    8.63251809e-01  -1.53984504e-02  -1.22255617e+00  -4.78365840e-02
    5.57613899e-02   3.02145273e-01]
 [ -2.88602766e-02  -4.98218305e-01  -2.13987250e-01   1.94257924e-01
   -3.44445769e-01   1.97936725e-01   4.40566065e-01   5.57411173e-02
    5.65555196e-02   2.59822624e-01]
 [ -6.44249077e-02  -3.00841095e-02  -1.40454630e-01   4.76983678e-02
   -1.53137814e-01  -1.93090502e-01   1.44916157e-01  -1.12846382e-01
   -1.91508133e-01  -9.76819871e-02]
 [ -3.83905591e-01  -7.14407574e-01  -3.01659270e-01   1.41615950e-01
   -4.56133302e-01   2.56248886e-02   4.18081317e-01  -4.27699233e-02
   -3.81737620e-02  -4.96469557e-02]
 [ -3.00679319e-02  -4.80184567e-01   1.56295147e-03   3.60393962e-02
   -3.35554005e-01  -6.50976136e-02   1.69275495e-01  -1.97994218e-01
    1.79996255e-01   3.85453450e-02]
 [  7.30416006e-02  -5.91451929e-01   1.28904829e-02  -1.38674812e-01
   -4.52895551e-01  -2.99675191e-02   1.79044872e-01   1.07087941e-01
    3.77320463e-02  -5.83925527e-02]
 [ -1.70761692e-01  -2.45438524e-01  -2.96776944e-01  -1.58877955e-02
   -2.72690554e-01   5.75102435e-02  -1.19374992e-02  -3.15317569e-02
    2.95189588e-01  -1.22243995e-01]
 [  2.15022706e-02  -6.14795256e-01   5.83300052e-02  -1.43407272e-01
   -6.63872539e-01  -1.08173525e-01   1.76386314e-01  -1.26766873e-01
   -2.82220634e-02   2.04666379e-02]
 [ -6.51321314e-02  -3.22434461e-01   1.42148167e-02  -1.11051446e-01
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 [ -1.68943166e-01  -4.91207900e-01  -8.16191214e-02   1.92135823e-03
   -1.49586545e-01   1.19651010e-01   3.72677746e-01  -2.08630532e-02
   -1.98717056e-01  -2.41680562e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.95610380e-01  -3.60578093e-01   9.07675179e-02   1.96185197e-01
   -1.88566867e-01  -5.90384526e-02   1.27907216e-01  -2.63674164e-01
   -2.98511650e-01  -1.25332870e-01]
 [  8.49564184e-02  -2.75165639e-01  -2.85708082e-02   8.84462510e-02
   -8.07504122e-02  -8.68114661e-02   3.28451459e-01  -3.10695633e-04
    7.14578719e-03  -2.52807387e-02]
 [  3.43320155e-02  -1.62958651e-01  -2.12222762e-01   1.31894716e-01
   -6.86745705e-02   7.37997960e-02  -9.31896663e-03  -2.09777882e-02
   -9.02662598e-02  -4.47766238e-03]
 [ -1.26973808e-01  -1.35754740e-01  -2.02907629e-01   1.43411446e-01
   -6.27984622e-02   1.35338489e-01  -3.98452306e-02  -2.52596704e-01
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 [ -5.77121671e-02  -1.51085903e-01   2.79288653e-01   1.11529010e-01
   -4.24802433e-02  -6.93084374e-02  -5.61588810e-02   1.20120190e-01
    9.47153731e-02   7.99669792e-02]
 [  6.32643979e-02  -1.05952589e-01   8.39558930e-02   6.64750273e-02
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   -3.29238227e-02  -5.98994693e-02]
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 [  1.84331982e-01  -5.82373931e-02  -2.14224894e-01   9.64936853e-03
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 [  2.71580065e-01  -2.23842632e-01   8.83094924e-02   7.50606968e-02
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 [ -8.35272919e-02  -1.17136010e-01   1.27935906e-01   1.30470795e-01
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    1.87037493e-01   2.55248351e-02]
 [ -1.56123521e-01  -3.39285993e-01   1.34720338e-01  -5.53311405e-01
   -8.54876156e-01   2.01470679e-01   3.04704778e-01  -1.40465046e-01
   -1.40765933e-01   5.52229652e-02]]
[[ 0.60610289]
 [ 2.05924997]
 [ 0.22154128]
 [ 0.97872545]
 [-3.11619265]
 [-0.40581034]
 [-1.99131739]
 [ 0.03472804]
 [ 0.64719577]
 [ 0.82645315]]
Progress: 90.4% ... Training loss: 0.220 ... Validation loss: 0.395[[  2.34538940e-01   7.60269748e-01  -7.55656529e-02   1.69423529e-01
   -2.87414300e-02  -1.00263463e-01  -7.31328697e-02   1.19165368e-01
    1.88152600e-02   3.40401388e-01]
 [  9.64880317e-03   9.67425152e-02  -2.09143227e-02   4.58410487e-02
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 [  2.05972222e-01   4.34736793e-01  -4.35540118e-03  -1.14520426e-01
    8.62111629e-01  -1.47431719e-02  -1.22210402e+00  -4.78992445e-02
    5.45671698e-02   3.00341570e-01]
 [ -2.90082054e-02  -4.96588700e-01  -2.13982410e-01   1.93904623e-01
   -3.44713574e-01   1.98043599e-01   4.41306434e-01   5.57407146e-02
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 [ -6.29581003e-02  -2.46506899e-02  -1.39815973e-01   5.04865390e-02
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   -3.79586064e-02  -4.94879496e-02]
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   -1.98536523e-01  -2.41326885e-01]
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 [  3.41236305e-02  -1.63476294e-01  -2.12279989e-01   1.31587352e-01
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   -3.38996928e-02  -6.12382616e-02]
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   -1.66772843e-01  -3.68539624e-01]
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 [  1.61993029e-02  -6.37199929e-01  -4.41817625e-02  -1.01892733e-01
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   -3.62204482e-01  -2.14705001e-01]
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 [  5.34531417e-02   1.71175276e-01   2.50422548e-01   9.79169474e-02
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   -1.68248863e-01   1.34163121e-01]
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   -1.74721764e-01   4.58184949e-02  -9.06080140e-02  -2.70506542e-01
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 [  1.04446905e-02   1.80094808e-01   8.96855274e-02  -2.94316192e-02
   -2.04700692e-02   1.64547962e-01  -4.49721654e-02   1.18208614e-01
   -7.78815330e-03   1.90699534e-01]
 [  2.39743123e-01   1.30106804e-01   3.17791094e-02   8.06317487e-02
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   -4.54685544e-02  -1.01093802e-02]
 [  5.40101732e-02   1.01979246e-01   1.96746497e-02   4.77367558e-02
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   -7.49617316e-01   1.06167859e-01  -1.25007387e-01   1.57479152e-01
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   -1.68307732e-01  -2.25507675e-01]
 [ -3.60084613e-02  -5.34267099e-01  -2.15092274e-01  -2.62311567e-01
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   -4.32462171e-02   2.16531142e-02]
 [ -2.83022055e-01  -3.32332573e-02   3.74065694e-02   6.54685484e-02
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   -1.57577119e-02   1.44136634e-01]
 [  1.84363072e-01  -5.91212187e-02  -2.14223650e-01   9.44699738e-03
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 [ -8.39047560e-02  -1.18503244e-01   1.27805182e-01   1.29830714e-01
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    1.86595478e-01   2.49780821e-02]
 [ -1.56058685e-01  -3.38806374e-01   1.34735861e-01  -5.53217984e-01
   -8.56024137e-01   2.01413426e-01   3.04729977e-01  -1.40460094e-01
   -1.40670364e-01   5.53301125e-02]]
[[ 0.60117305]
 [ 2.05732504]
 [ 0.2187193 ]
 [ 0.97701397]
 [-3.11990388]
 [-0.40853094]
 [-1.99245565]
 [ 0.030776  ]
 [ 0.64170367]
 [ 0.82240022]]
Progress: 90.5% ... Training loss: 0.219 ... Validation loss: 0.394[[  2.35517079e-01   7.63835463e-01  -7.51701171e-02   1.71327398e-01
   -2.97798801e-02  -1.01001937e-01  -7.61264315e-02   1.19229736e-01
    1.99382878e-02   3.42017791e-01]
 [  9.98419599e-03   9.78958454e-02  -2.07959667e-02   4.63610093e-02
   -1.50443891e-03  -7.13240505e-03   3.52608255e-01   3.99005213e-02
    1.48468232e-01  -2.49173593e-02]
 [  2.05578939e-01   4.32419248e-01  -4.56179217e-03  -1.14225962e-01
    8.65069147e-01  -1.43411483e-02  -1.22445399e+00  -4.79257560e-02
    5.40915254e-02   2.99645472e-01]
 [ -2.58144265e-02  -4.85171601e-01  -2.12815094e-01   1.98875967e-01
   -3.56005431e-01   1.95843567e-01   4.32514704e-01   5.59117682e-02
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 [ -6.27893633e-02  -2.39781380e-02  -1.39769257e-01   5.07698493e-02
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   -1.89695134e-01  -9.50981456e-02]
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   -3.84667628e-02  -5.00911298e-02]
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   -2.70347465e-01   5.81361157e-02  -9.54074118e-03  -3.15833100e-02
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   -3.09428711e-02   1.65325772e-02]
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   -1.97467791e-01  -2.39863522e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
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   -1.89214602e-01  -5.95068909e-02   1.27188026e-01  -2.63631827e-01
   -2.97712781e-01  -1.24378814e-01]
 [  8.42507474e-02  -2.78032968e-01  -2.88225269e-02   8.73530349e-02
   -7.88734675e-02  -8.63964897e-02   3.30726575e-01  -3.47571301e-04
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 [  3.36937509e-02  -1.64027299e-01  -2.12395072e-01   1.30966279e-01
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   -9.09144213e-02  -5.36641894e-03]
 [ -1.25868404e-01  -1.33116237e-01  -2.02518064e-01   1.45153085e-01
   -6.42227978e-02   1.34737630e-01  -4.26106628e-02  -2.52537686e-01
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 [  6.27931765e-02  -1.07807294e-01   8.38030975e-02   6.57001647e-02
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   -3.34209594e-02  -6.06269121e-02]
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   -1.47111858e-01  -8.57738618e-02  -4.16492763e-03   1.58926487e-01
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 [  5.64850713e-02  -9.81833283e-02  -1.10527945e-01   6.54911582e-02
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   -1.44118972e-01  -4.14277286e-02]
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   -1.66777886e-01  -3.68536757e-01]
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 [  1.62619643e-02  -6.37124644e-01  -4.41580336e-02  -1.01791854e-01
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   -3.62136425e-01  -2.14619895e-01]
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   -7.53098188e-02   8.81094732e-02]
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   -8.87688250e-02  -1.30085484e-01]
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 [  3.68992752e-01   4.11909293e-01  -7.45078845e-02   2.84941602e-01
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 [  7.23402586e-02   9.84341558e-02   2.64205800e-01   2.72590415e-01
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 [  5.40843650e-02   1.73289154e-01   2.50642470e-01   9.89795427e-02
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   -1.42511396e-01   5.30871197e-02]]
[[ 0.60039488]
 [ 2.05718805]
 [ 0.21550027]
 [ 0.97888113]
 [-3.12259521]
 [-0.40990256]
 [-1.993431  ]
 [ 0.0293888 ]
 [ 0.64016834]
 [ 0.82109528]]
Progress: 90.5% ... Training loss: 0.219 ... Validation loss: 0.394[[  2.35818174e-01   7.65070162e-01  -7.51089554e-02   1.71679384e-01
   -3.34677930e-02  -1.01222478e-01  -7.64808492e-02   1.19239553e-01
    2.02751080e-02   3.42501909e-01]
 [  9.96868818e-03   9.79646644e-02  -2.08106623e-02   4.63080217e-02
   -3.42215353e-03  -7.12724409e-03   3.52768342e-01   3.98983684e-02
    1.48457682e-01  -2.49625666e-02]
 [  2.08238820e-01   4.40393008e-01  -3.67861633e-03  -1.10418858e-01
    8.54258259e-01  -1.59241403e-02  -1.23288362e+00  -4.78053714e-02
    5.67180335e-02   3.02988796e-01]
 [ -2.68716866e-02  -4.87952385e-01  -2.13097352e-01   1.97731569e-01
   -3.53589923e-01   1.96413371e-01   4.35217681e-01   5.58751824e-02
    5.89109697e-02   2.63216265e-01]
 [ -6.28192719e-02  -2.40991659e-02  -1.39786953e-01   5.05867992e-02
   -1.55665637e-01  -1.94125049e-01   1.42581386e-01  -1.12733403e-01
   -1.89780295e-01  -9.51143807e-02]
 [ -3.84331400e-01  -7.17574570e-01  -3.01789479e-01   1.40907256e-01
   -4.55024478e-01   2.58177716e-02   4.21304711e-01  -4.27907231e-02
   -3.85854748e-02  -5.01913400e-02]
 [ -2.90231999e-02  -4.75950535e-01   1.94195774e-03   3.75299893e-02
   -3.41916772e-01  -6.57637750e-02   1.65872566e-01  -1.97939268e-01
    1.81150634e-01   4.00875510e-02]
 [  7.26009363e-02  -5.93071293e-01   1.26410455e-02  -1.39165842e-01
   -4.58108730e-01  -2.95667462e-02   1.77971752e-01   1.07051055e-01
    3.70728287e-02  -5.92652499e-02]
 [ -1.72746087e-01  -2.51447773e-01  -2.97482526e-01  -1.91317782e-02
   -2.68536194e-01   5.88019705e-02  -6.59400213e-03  -3.16349348e-02
    2.93121332e-01  -1.24956406e-01]
 [  1.80334386e-02  -6.26537665e-01   5.69611624e-02  -1.49205905e-01
   -6.57159156e-01  -1.05616924e-01   1.85972507e-01  -1.26963699e-01
   -3.18159763e-02   1.53675736e-02]
 [ -6.51343241e-02  -3.21276422e-01   1.42602325e-02  -1.11073671e-01
   -4.50541312e-01  -1.37227226e-02   2.83065218e-01  -1.02962322e-01
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 [ -1.67278277e-01  -4.87185106e-01  -8.10019174e-02   4.78910443e-03
   -1.57636350e-01   1.18476547e-01   3.68132785e-01  -2.07723335e-02
   -1.97039440e-01  -2.39302234e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94758233e-01  -3.59141422e-01   9.10703329e-02   1.97403548e-01
   -1.89670447e-01  -5.96037151e-02   1.26916048e-01  -2.63625988e-01
   -2.97583204e-01  -1.24186787e-01]
 [  8.42739255e-02  -2.78063605e-01  -2.88097227e-02   8.74199538e-02
   -7.88182158e-02  -8.64509007e-02   3.31162974e-01  -3.46481734e-04
    6.43404592e-03  -2.61387754e-02]
 [  3.35975563e-02  -1.64289961e-01  -2.12426478e-01   1.30819306e-01
   -6.76798471e-02   7.41711195e-02  -7.81157152e-03  -2.10120785e-02
   -9.10082845e-02  -5.49154463e-03]
 [ -1.26189822e-01  -1.33670246e-01  -2.02614908e-01   1.44660163e-01
   -6.55074219e-02   1.34925197e-01  -4.20295525e-02  -2.52549105e-01
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 [ -5.73795831e-02  -1.48726687e-01   2.79371027e-01   1.11971798e-01
   -4.55445699e-02  -6.95149647e-02  -5.71197695e-02   1.20133641e-01
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 [  6.38253149e-02  -1.04550738e-01   8.41744347e-02   6.73766140e-02
   -1.44700966e-01  -1.06424931e-02   1.25307973e-01   1.17393871e-01
   -3.23100980e-02  -5.92185412e-02]
 [  4.42892799e-04  -2.85708817e-01  -3.01481919e-01  -7.83109165e-02
   -1.49277568e-01  -8.60565743e-02  -5.85950255e-03   1.58946515e-01
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 [  5.67381835e-02  -9.67135050e-02  -1.10392333e-01   6.60619649e-02
   -3.90907659e-01   3.11849376e-01   3.36435959e-01   2.03682857e-01
   -1.43780295e-01  -4.09333284e-02]
 [  1.90086718e-02   4.13259943e-02   1.29229168e-01   1.40755740e-01
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 [  1.03759766e-01   6.72500823e-02  -4.55477810e-02  -1.16265985e-01
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   -4.06896307e-01  -4.66136552e-03   6.98291649e-02  -2.61959040e-02
   -7.05536186e-03   4.02420032e-02]
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   -1.66556491e-01  -3.68289665e-01]
 [ -1.14521236e-02  -5.70640418e-01  -3.11728989e-02  -6.88158084e-02
    6.55007184e-01   9.69313708e-02   6.45184347e-01   9.11391442e-02
    3.47186794e-02  -3.89657119e-01]
 [  1.62586994e-02  -6.37114685e-01  -4.41617512e-02  -1.01803808e-01
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   -3.62145422e-01  -2.14639481e-01]
 [ -1.82307601e-01  -7.38651633e-01  -1.40597415e-02  -2.14514570e-01
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   -7.54606312e-02   8.79170415e-02]
 [ -3.07525456e-01  -5.75565352e-01   5.38094536e-02  -4.73614429e-02
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   -8.85293420e-02  -1.29769733e-01]
 [ -2.28466016e-01  -4.40985844e-01   2.44720514e-01  -2.64290851e-01
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   -2.76146620e-01  -4.22543966e-02]
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   -4.31585918e-02  -1.54769967e-01]
 [  5.31434758e-02   2.53476346e-01   1.43634095e-01  -1.61595104e-01
   -2.28647063e-01   7.99772824e-02  -1.00813645e-01   2.75659501e-01
    9.17096781e-03   1.11978220e-01]
 [  3.67668751e-01   4.08326444e-01  -7.49954805e-02   2.82660699e-01
   -9.64164078e-01  -2.82122816e-01  -5.09074307e-01   1.77801556e-01
    4.02620664e-01   2.46726621e-03]
 [  7.25562819e-02   9.89227620e-02   2.64284965e-01   2.72899047e-01
    5.49103274e-03  -2.12085878e-01  -1.86773126e-01  -1.31464958e-01
   -1.10154944e-01  -2.60727027e-01]
 [  3.34395781e-02  -1.34169574e-01  -1.18999773e-01  -5.10517795e-02
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 [  2.93930518e-02  -2.29983538e-02  -6.10529414e-02  -2.62320791e-02
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 [  5.41626985e-02   1.73771886e-01   2.50674179e-01   9.90053637e-02
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   -1.67547764e-01   1.35100352e-01]
 [  1.04892259e-01   1.31037420e-01   1.15554738e-01   3.23586943e-02
   -1.73914743e-01   4.58177091e-02  -9.03719335e-02  -2.70507304e-01
    9.67547790e-03  -5.51951348e-02]
 [  1.09995644e-02   1.81957133e-01   8.98928021e-02  -2.85261667e-02
   -2.30139371e-02   1.64163307e-01  -4.69397472e-02   1.18234957e-01
   -7.16833123e-03   1.91509573e-01]
 [  2.38737743e-01   1.26834858e-01   3.14053728e-02   7.88558573e-02
    2.17425401e-02  -3.73903530e-02  -3.00901122e-01   1.48033912e-01
   -4.66260192e-02  -1.15774126e-02]
 [  5.37325154e-02   1.00852792e-01   1.95464876e-02   4.72576647e-02
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 [  5.46358251e-02   4.52203850e-01   1.28452247e-01   4.54136476e-01
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 [  1.89956690e-01   2.84793493e-01   2.30399768e-01   9.16373488e-02
   -7.49535094e-01   1.06441513e-01  -1.24079390e-01   1.57458640e-01
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 [ -9.86777467e-02   2.30032431e-01   2.31625843e-01  -1.73967902e-02
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   -5.81670161e-02   1.77873852e-02]
 [ -1.16479841e-01  -5.93396348e-03   1.79709785e-02   6.91154400e-02
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   -2.91249299e-01  -1.11219432e-01]
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   -2.11668183e-01   3.02970351e-02]
 [  7.45799212e-03  -5.00884384e-01  -1.29367066e-01  -1.66666283e-01
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   -1.68518367e-01  -2.25755959e-01]
 [ -3.79224770e-02  -5.38179279e-01  -2.15833847e-01  -2.65636123e-01
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   -3.07136327e-02  -3.86670354e-01]
 [ -6.19998821e-02  -6.76960370e-02   2.86870031e-01   9.44654057e-02
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   -4.26426259e-02   2.23256692e-02]
 [ -2.83678258e-01  -3.63934789e-02   3.71871964e-02   6.43638957e-02
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   -1.63759313e-02   1.43481242e-01]
 [  1.85588831e-01  -5.46811744e-02  -2.13728090e-01   1.16085642e-02
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    5.35553657e-02  -1.19689315e-01]
 [  2.72345174e-01  -2.22571981e-01   8.85879455e-02   7.63602298e-02
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 [ -8.39974234e-02  -1.19547752e-01   1.27767891e-01   1.29625965e-01
    4.40895117e-02  -1.24992932e-01   1.76572210e-01  -7.90711728e-02
    1.86519519e-01   2.48820974e-02]
 [ -1.57251107e-01  -3.41525880e-01   1.34261138e-01  -5.54820261e-01
   -8.53348993e-01   2.02301884e-01   3.06368049e-01  -1.40528371e-01
   -1.42008633e-01   5.36832771e-02]]
[[ 0.59958153]
 [ 2.05860412]
 [ 0.21634412]
 [ 0.9766744 ]
 [-3.11781951]
 [-0.40985464]
 [-1.99869466]
 [ 0.02825465]
 [ 0.63690766]
 [ 0.82129821]]
Progress: 90.5% ... Training loss: 0.219 ... Validation loss: 0.394[[  2.35658395e-01   7.64601884e-01  -7.51290917e-02   1.71487900e-01
   -2.88946547e-02  -1.01291309e-01  -7.47185530e-02   1.19242290e-01
    2.01496261e-02   3.42313580e-01]
 [  1.03154384e-02   9.90793310e-02  -2.06861127e-02   4.68687542e-02
   -5.03151184e-03  -7.36167786e-03   3.51751164e-01   3.99144923e-02
    1.48800320e-01  -2.45058304e-02]
 [  2.07964324e-01   4.40151692e-01  -3.74163246e-03  -1.11276992e-01
    8.52794685e-01  -1.58132210e-02  -1.23298435e+00  -4.78157568e-02
    5.63908374e-02   3.02747698e-01]
 [ -2.67537759e-02  -4.86761360e-01  -2.13028603e-01   1.98216836e-01
   -3.57292072e-01   1.96427331e-01   4.33864022e-01   5.58744675e-02
    5.89980754e-02   2.63565315e-01]
 [ -6.36702439e-02  -2.81870874e-02  -1.39905264e-01   4.94748724e-02
   -1.50394311e-01  -1.93920763e-01   1.48298602e-01  -1.12751222e-01
   -1.90336586e-01  -9.59768717e-02]
 [ -3.83952802e-01  -7.16699988e-01  -3.01659137e-01   1.41523087e-01
   -4.56023145e-01   2.56000072e-02   4.21013482e-01  -4.27731416e-02
   -3.82007284e-02  -4.98193601e-02]
 [ -3.07309434e-02  -4.80965620e-01   1.29720293e-03   3.46477199e-02
   -3.34824910e-01  -6.47248574e-02   1.70326806e-01  -1.98016370e-01
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 [  7.36774042e-02  -5.90058819e-01   1.30894996e-02  -1.37493740e-01
   -4.64372761e-01  -3.03636048e-02   1.75746815e-01   1.07108665e-01
    3.82898328e-02  -5.78338652e-02]
 [ -1.71610290e-01  -2.49218212e-01  -2.97081579e-01  -1.71806156e-02
   -2.71064136e-01   5.79809673e-02  -8.90073805e-03  -3.15799440e-02
    2.94432302e-01  -1.23447350e-01]
 [  1.82516297e-02  -6.27027977e-01   5.70113617e-02  -1.49069910e-01
   -6.55801953e-01  -1.05869037e-01   1.86310311e-01  -1.26949922e-01
   -3.14763653e-02   1.56655808e-02]
 [ -6.38297568e-02  -3.17246697e-01   1.47373135e-02  -1.08863592e-01
   -4.54896810e-01  -1.46641652e-02   2.80306797e-01  -1.02895060e-01
    2.34160603e-02  -6.80748446e-02]
 [ -1.67917915e-01  -4.89622987e-01  -8.11942095e-02   3.79985646e-03
   -1.57336834e-01   1.18873393e-01   3.70184739e-01  -2.08002932e-02
   -1.97639622e-01  -2.40099638e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94837742e-01  -3.59230400e-01   9.10368302e-02   1.97275979e-01
   -1.89759078e-01  -5.95475447e-02   1.27126445e-01  -2.63629699e-01
   -2.97679649e-01  -1.24299929e-01]
 [  8.46176551e-02  -2.77397804e-01  -2.86845307e-02   8.79876783e-02
   -7.93494517e-02  -8.66465198e-02   3.30971281e-01  -3.30551663e-04
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 [  3.33839668e-02  -1.64752770e-01  -2.12506237e-01   1.30475140e-01
   -6.76676481e-02   7.43023598e-02  -7.32572352e-03  -2.10205821e-02
   -9.12421442e-02  -5.75344342e-03]
 [ -1.26813653e-01  -1.35521541e-01  -2.02848115e-01   1.43622798e-01
   -6.30449147e-02   1.35261753e-01  -4.05853160e-02  -2.52574957e-01
    6.66429685e-02  -1.98346444e-01]
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 [ -8.38015653e-02  -1.18673749e-01   1.27854391e-01   1.30014310e-01
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    1.86712553e-01   2.52205488e-02]
 [ -1.56803611e-01  -3.39872986e-01   1.34421513e-01  -5.54293158e-01
   -8.57149646e-01   2.01935188e-01   3.05868497e-01  -1.40507218e-01
   -1.41396223e-01   5.43318776e-02]]
[[ 0.60339608]
 [ 2.0597818 ]
 [ 0.21808825]
 [ 0.97790422]
 [-3.11895647]
 [-0.40629164]
 [-1.99325111]
 [ 0.03184801]
 [ 0.64169721]
 [ 0.82345788]]
Progress: 90.6% ... Training loss: 0.219 ... Validation loss: 0.393[[  2.33062543e-01   7.57113797e-01  -7.60829827e-02   1.67288489e-01
   -1.76236083e-02  -9.95410422e-02  -6.81608595e-02   1.19102164e-01
    1.73628067e-02   3.38856057e-01]
 [  1.03888825e-02   9.91732262e-02  -2.06597580e-02   4.69927235e-02
   -5.40228573e-03  -7.41212002e-03   3.51582433e-01   3.99195295e-02
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 [  2.04633975e-01   4.29180956e-01  -5.04004362e-03  -1.16830991e-01
    8.68493535e-01  -1.35934395e-02  -1.22593264e+00  -4.80003116e-02
    5.26554604e-02   2.98161114e-01]
 [ -2.43402311e-02  -4.80097078e-01  -2.12180806e-01   2.01965752e-01
   -3.68147941e-01   1.95004200e-01   4.28613582e-01   5.59959325e-02
    6.14618596e-02   2.66842498e-01]
 [ -6.29757405e-02  -2.68456495e-02  -1.39651105e-01   5.05671238e-02
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   -3.82241769e-02  -4.99636574e-02]
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   -1.97220906e-01  -2.39551007e-01]
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 [  3.24383805e-02  -1.67589850e-01  -2.12854294e-01   1.28922186e-01
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   -9.22456296e-02  -7.05947389e-03]
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   -3.23283979e-02  -5.92366814e-02]
 [  1.39750590e-04  -2.87807036e-01  -3.01621910e-01  -7.88605488e-02
   -1.47060892e-01  -8.58883719e-02  -6.49735886e-03   1.58924227e-01
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   -1.44514550e-01  -4.19662790e-02]
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   -1.66648936e-01  -3.68422033e-01]
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 [  1.59057097e-02  -6.38081894e-01  -4.42940895e-02  -1.02382447e-01
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   -3.62529821e-01  -2.15065320e-01]
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   -7.52956075e-02   8.81602539e-02]
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   -8.86683671e-02  -1.29953158e-01]
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   -2.76406432e-01  -4.25643026e-02]
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 [  3.68057148e-01   4.09624219e-01  -7.48667591e-02   2.83268495e-01
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 [  7.24275715e-02   9.84052705e-02   2.64257416e-01   2.72802619e-01
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 [  5.30960234e-02   1.70177729e-01   2.50254521e-01   9.72097202e-02
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   -1.68789610e-01   1.33578751e-01]
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   -1.74068140e-01   4.55168423e-02  -9.15276309e-02  -2.70489705e-01
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 [  1.09241545e-02   1.81590826e-01   8.98600432e-02  -2.87462347e-02
   -2.28279725e-02   1.64195616e-01  -4.65987942e-02   1.18229666e-01
   -7.24867564e-03   1.91406920e-01]
 [  2.37854171e-01   1.23868184e-01   3.10602513e-02   7.73825325e-02
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   -4.75594333e-02  -1.28170010e-02]
 [  5.36902206e-02   1.00671000e-01   1.95399112e-02   4.72079979e-02
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 [  1.89727334e-01   2.84047298e-01   2.30311200e-01   9.12711208e-02
   -7.48429376e-01   1.06605093e-01  -1.23435850e-01   1.57446901e-01
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   -5.79922658e-02   1.80285296e-02]
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 [  7.26372466e-03  -5.01331791e-01  -1.29432616e-01  -1.66988212e-01
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   -1.68725258e-01  -2.25981881e-01]
 [ -3.78470954e-02  -5.38269845e-01  -2.15797092e-01  -2.65644595e-01
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   -3.05354251e-02  -3.86734258e-01]
 [ -6.22802296e-02  -6.87036858e-02   2.86779577e-01   9.41372465e-02
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   -4.29496600e-02   2.18789954e-02]
 [ -2.85504040e-01  -4.27784582e-02   3.65368708e-02   6.14599305e-02
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   -1.82947450e-02   1.41144950e-01]
 [  1.86172521e-01  -5.35714312e-02  -2.13502770e-01   1.26232556e-02
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    5.42205399e-02  -1.18924481e-01]
 [  2.72139516e-01  -2.24452023e-01   8.84579053e-02   7.58406167e-02
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    1.79277794e-01  -8.43726828e-02]
 [ -8.40363565e-02  -1.20022134e-01   1.27761496e-01   1.29616268e-01
    4.39473766e-02  -1.24994159e-01   1.76019163e-01  -7.90736475e-02
    1.86437283e-01   2.48977674e-02]
 [ -1.57481853e-01  -3.42364583e-01   1.34180645e-01  -5.55219423e-01
   -8.53890091e-01   2.02373693e-01   3.07281742e-01  -1.40543868e-01
   -1.42098018e-01   5.34617400e-02]]
[[ 0.59102241]
 [ 2.05122783]
 [ 0.20702359]
 [ 0.9705817 ]
 [-3.12788939]
 [-0.41409706]
 [-1.99753973]
 [ 0.02228799]
 [ 0.63180047]
 [ 0.8117496 ]]
Progress: 90.7% ... Training loss: 0.223 ... Validation loss: 0.399[[  2.32337371e-01   7.56297380e-01  -7.63066117e-02   1.66366004e-01
   -1.88630814e-02  -9.90513473e-02  -6.54956146e-02   1.19078430e-01
    1.66130183e-02   3.38217332e-01]
 [  1.02973101e-02   9.89332867e-02  -2.06958143e-02   4.68278724e-02
   -5.14895238e-03  -7.34564116e-03   3.51773088e-01   3.99160546e-02
    1.48752508e-01  -2.45137988e-02]
 [  2.05148518e-01   4.31352082e-01  -4.89207872e-03  -1.16153318e-01
    8.63705074e-01  -1.37329799e-02  -1.22763156e+00  -4.79826411e-02
    5.30566069e-02   2.98884726e-01]
 [ -2.71915050e-02  -4.89598137e-01  -2.13282798e-01   1.97358022e-01
   -3.57147771e-01   1.97074665e-01   4.36814694e-01   5.58797192e-02
    5.84810245e-02   2.63604490e-01]
 [ -6.56298363e-02  -3.53769867e-02  -1.40666468e-01   4.60546348e-02
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   -1.92534791e-01  -9.87879094e-02]
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   -3.72617684e-02  -4.88213373e-02]
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   -4.63057506e-01  -2.98661482e-02   1.78294379e-01   1.07049172e-01
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   -2.70986933e-01   5.79101799e-02  -8.87121932e-03  -3.15718758e-02
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   -3.46901094e-02   1.16049069e-02]
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   -1.58150394e-01   1.18741198e-01   3.70133230e-01  -2.07871284e-02
   -1.97457875e-01  -2.39822211e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
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   -1.89593903e-01  -5.97001022e-02   1.27365127e-01  -2.63623560e-01
   -2.97479329e-01  -1.24217228e-01]
 [  8.46462451e-02  -2.77792184e-01  -2.86546422e-02   8.80444512e-02
   -8.00352105e-02  -8.67144211e-02   3.30941438e-01  -3.26255320e-04
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 [  3.34024400e-02  -1.64656853e-01  -2.12520694e-01   1.30451773e-01
   -6.83989370e-02   7.42165200e-02  -7.38961191e-03  -2.10327978e-02
   -9.11868111e-02  -5.84500069e-03]
 [ -1.27119950e-01  -1.37026182e-01  -2.02957367e-01   1.43138001e-01
   -6.06394997e-02   1.35452380e-01  -3.96595699e-02  -2.52586013e-01
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   -3.99957420e-02  -6.84021637e-02  -5.24974607e-02   1.20057657e-01
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 [  6.34258627e-02  -1.06427022e-01   8.39959266e-02   6.63977755e-02
   -1.44050752e-01  -1.03097220e-02   1.26544848e-01   1.17372623e-01
   -3.28633626e-02  -5.98396791e-02]
 [  3.91484370e-04  -2.87044882e-01  -3.01492546e-01  -7.82753910e-02
   -1.48875188e-01  -8.60620109e-02  -6.46731079e-03   1.58937571e-01
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 [  5.68856002e-02  -9.55646285e-02  -1.10263185e-01   6.66000156e-02
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   -1.43488178e-01  -4.06483323e-02]
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   -1.76274799e-01  -3.26223095e-01   1.46965488e-01   6.67835712e-03
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   -1.66577035e-01  -3.68352379e-01]
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 [  1.61576032e-02  -6.37843399e-01  -4.42061289e-02  -1.02003209e-01
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   -3.62264762e-01  -2.14729869e-01]
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   -7.52508826e-02   8.82190184e-02]
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   -8.88194377e-02  -1.30163785e-01]
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   -2.76427718e-01  -4.25868378e-02]
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   -4.26689384e-02  -1.54152668e-01]
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 [  3.67250955e-01   4.07778658e-01  -7.51355169e-02   2.81945157e-01
   -9.66625876e-01  -2.81774215e-01  -5.07730623e-01   1.77787196e-01
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 [  7.24070315e-02   9.84366696e-02   2.64246564e-01   2.72758668e-01
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 [  3.34325855e-02  -1.35416478e-01  -1.19024317e-01  -5.11775949e-02
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 [  5.28435576e-02   1.69299954e-01   2.50161327e-01   9.67733091e-02
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   -1.69078044e-01   1.33225830e-01]
 [  1.05074036e-01   1.30749799e-01   1.15580598e-01   3.24588913e-02
   -1.72830946e-01   4.57076273e-02  -9.09579380e-02  -2.70500798e-01
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 [  1.06686713e-02   1.80713520e-01   8.97686753e-02  -2.91898594e-02
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 [  2.37886698e-01   1.24023168e-01   3.10642937e-02   7.72629505e-02
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   -4.75557893e-02  -1.27914229e-02]
 [  5.42333910e-02   1.02296692e-01   1.97360668e-02   4.81144014e-02
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   -7.46645180e-01   1.06954569e-01  -1.22484043e-01   1.57427818e-01
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   -2.11359572e-01   3.06832925e-02]
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   -1.68027965e-01  -2.25231273e-01]
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    1.79488877e-01  -8.42512508e-02]
 [ -8.30494960e-02  -1.16826180e-01   1.28140812e-01   1.31394372e-01
    3.93148373e-02  -1.25745960e-01   1.73007157e-01  -7.90355683e-02
    1.87530819e-01   2.62932910e-02]
 [ -1.57996879e-01  -3.43854064e-01   1.33980154e-01  -5.56267559e-01
   -8.54020986e-01   2.02770880e-01   3.09480183e-01  -1.40565081e-01
   -1.42667442e-01   5.28647391e-02]]
[[ 0.59505547]
 [ 2.05500239]
 [ 0.21152267]
 [ 0.97371419]
 [-3.12401109]
 [-0.41002009]
 [-1.99419557]
 [ 0.02749657]
 [ 0.63623763]
 [ 0.81521726]]
Progress: 90.7% ... Training loss: 0.220 ... Validation loss: 0.398[[  2.35184392e-01   7.66532315e-01  -7.52270670e-02   1.71070746e-01
   -2.66843698e-02  -1.00950600e-01  -7.24665407e-02   1.19215158e-01
    1.95855601e-02   3.42091362e-01]
 [  1.01701096e-02   9.85258323e-02  -2.07416457e-02   4.66155055e-02
   -4.74580935e-03  -7.25829978e-03   3.52120686e-01   3.99099761e-02
    1.48623577e-01  -2.46828516e-02]
 [  2.06660616e-01   4.38094280e-01  -4.29813673e-03  -1.13660649e-01
    8.59106488e-01  -1.46960734e-02  -1.23007802e+00  -4.79073445e-02
    5.47171044e-02   3.00815612e-01]
 [ -2.83015731e-02  -4.91999640e-01  -2.13668594e-01   1.95588129e-01
   -3.49755925e-01   1.97826535e-01   4.40043138e-01   5.58262243e-02
    5.70100482e-02   2.61864900e-01]
 [ -6.56683672e-02  -3.48216829e-02  -1.40658991e-01   4.62780812e-02
   -1.36865022e-01  -1.92728016e-01   1.53133754e-01  -1.12805633e-01
   -1.92371212e-01  -9.86162206e-02]
 [ -3.82345828e-01  -7.13267497e-01  -3.01044957e-01   1.44176929e-01
   -4.61587117e-01   2.43161279e-02   4.17180544e-01  -4.27020026e-02
   -3.63807445e-02  -4.76775648e-02]
 [ -3.16403234e-02  -4.84160191e-01   9.65573247e-04   3.33042236e-02
   -3.31234704e-01  -6.40500499e-02   1.73171890e-01  -1.98060910e-01
    1.78322606e-01   3.69584938e-02]
 [  7.27450704e-02  -5.92642331e-01   1.27694867e-02  -1.38750557e-01
   -4.63747698e-01  -2.97954422e-02   1.79359392e-01   1.07046489e-01
    3.72743880e-02  -5.91246893e-02]
 [ -1.72028532e-01  -2.50698064e-01  -2.97204635e-01  -1.81021373e-02
   -2.69492229e-01   5.82955030e-02  -7.30101439e-03  -3.15968450e-02
    2.93965963e-01  -1.24086387e-01]
 [  1.52739565e-02  -6.35830926e-01   5.59875125e-02  -1.53787085e-01
   -6.49167380e-01  -1.03922935e-01   1.95875662e-01  -1.27110890e-01
   -3.45367842e-02   1.18320915e-02]
 [ -6.17245768e-02  -3.12357921e-01   1.55132028e-02  -1.05309436e-01
   -4.60131927e-01  -1.61835141e-02   2.74750551e-01  -1.02800937e-01
    2.56654219e-02  -6.52672341e-02]
 [ -1.67698405e-01  -4.89534258e-01  -8.11067670e-02   4.09488254e-03
   -1.58513084e-01   1.18720267e-01   3.70400082e-01  -2.07859250e-02
   -1.97474884e-01  -2.39821080e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94700019e-01  -3.59339846e-01   9.11259767e-02   1.97749442e-01
   -1.89791700e-01  -5.97350823e-02   1.27387718e-01  -2.63621711e-01
   -2.97429773e-01  -1.24165949e-01]
 [  8.52324176e-02  -2.76320517e-01  -2.84454410e-02   8.89107265e-02
   -8.19047316e-02  -8.71472644e-02   3.29672251e-01  -2.98045310e-04
    7.47874686e-03  -2.48430716e-02]
 [  3.31744593e-02  -1.65178268e-01  -2.12595139e-01   1.30051214e-01
   -6.83427231e-02   7.43652968e-02  -7.00239865e-03  -2.10430221e-02
   -9.14408181e-02  -6.14097493e-03]
 [ -1.26621499e-01  -1.35367426e-01  -2.02786307e-01   1.43981988e-01
   -6.16151543e-02   1.35142181e-01  -4.11558729e-02  -2.52565078e-01
    6.67966965e-02  -1.98032890e-01]
 [ -5.86815724e-02  -1.52946085e-01   2.78900848e-01   1.09940773e-01
   -4.06028704e-02  -6.85853835e-02  -5.26006115e-02   1.20073893e-01
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 [  6.38522226e-02  -1.04801683e-01   8.41398790e-02   6.70340996e-02
   -1.44835106e-01  -1.05868393e-02   1.25087026e-01   1.17391061e-01
   -3.24346633e-02  -5.93707348e-02]
 [  8.91856439e-04  -2.84719337e-01  -3.01280243e-01  -7.74210649e-02
   -1.52075153e-01  -8.64582839e-02  -7.15839117e-03   1.58965367e-01
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 [  5.64682331e-02  -9.67789378e-02  -1.10432380e-01   6.58815992e-02
   -3.92642647e-01   3.11958265e-01   3.37504704e-01   2.03664674e-01
   -1.43991872e-01  -4.12599988e-02]
 [  1.92852800e-02   4.23017048e-02   1.29333897e-01   1.41183007e-01
   -6.70448798e-02   9.63403439e-02  -6.48576422e-03  -4.14547378e-02
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 [  1.04347524e-01   6.87300792e-02  -4.53505030e-02  -1.15432549e-01
   -1.75524859e-01  -3.26203217e-01   1.47416369e-01   6.67780764e-03
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   -1.46810857e-01  -1.99815058e-01   3.77222866e-02  -2.22048923e-02
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   -4.07691334e-01  -5.29697150e-03   6.81103279e-02  -2.61531494e-02
   -6.05235200e-03   4.14529835e-02]
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   -1.66792876e-01  -3.68617050e-01]
 [ -1.10529760e-02  -5.70191248e-01  -3.10337119e-02  -6.81472535e-02
    6.53910826e-01   9.66522632e-02   6.44562709e-01   9.11564788e-02
    3.51661222e-02  -3.89176081e-01]
 [  1.63746694e-02  -6.37508146e-01  -4.41384122e-02  -1.01649674e-01
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   -3.62029560e-01  -2.14421919e-01]
 [ -1.82123561e-01  -7.38982843e-01  -1.39888663e-02  -2.14153714e-01
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   -7.52099587e-02   8.82703899e-02]
 [ -3.07715943e-01  -5.76613531e-01   5.37591346e-02  -4.75901243e-02
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   -8.86734562e-02  -1.30011534e-01]
 [ -2.28968493e-01  -4.42356464e-01   2.44547411e-01  -2.65008126e-01
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   -2.76682453e-01  -4.29135872e-02]
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   -4.29097253e-02  -1.54437087e-01]
 [  5.30276442e-02   2.53535164e-01   1.43590957e-01  -1.61703673e-01
   -2.29671023e-01   8.00231314e-02  -1.00424671e-01   2.75651841e-01
    9.04572257e-03   1.11841183e-01]
 [  3.67701226e-01   4.09165091e-01  -7.49783943e-02   2.82540966e-01
   -9.67506218e-01  -2.82091505e-01  -5.08914729e-01   1.77808219e-01
    4.02527021e-01   2.58763231e-03]
 [  7.23538728e-02   9.83130781e-02   2.64228445e-01   2.72677180e-01
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   -1.10349045e-01  -2.61021336e-01]
 [  3.35902787e-02  -1.35232321e-01  -1.18989300e-01  -5.09890139e-02
    2.59621341e-01   2.99828996e-02  -5.03244189e-02  -1.86011292e-01
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 [  3.03881890e-02  -2.07011041e-02  -6.07204409e-02  -2.47561968e-02
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 [  5.26079252e-02   1.68545046e-01   2.50072503e-01   9.63632197e-02
   -1.46662876e-01  -1.55318302e-01  -2.70242847e-02   4.01092546e-02
   -1.69340019e-01   1.32884388e-01]
 [  1.05405209e-01   1.31610654e-01   1.15709593e-01   3.29854623e-02
   -1.73977590e-01   4.54742867e-02  -9.17687177e-02  -2.70485614e-01
    1.02173114e-02  -5.46481904e-02]
 [  1.04304507e-02   1.80157629e-01   8.96814119e-02  -2.97231425e-02
   -2.02536695e-02   1.64538384e-01  -4.48413749e-02   1.18208336e-01
   -7.76923863e-03   1.90751992e-01]
 [  2.37902122e-01   1.24118991e-01   3.10628166e-02   7.72750976e-02
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   -4.75558863e-02  -1.28235113e-02]
 [  5.37606521e-02   1.01343628e-01   1.95866999e-02   4.73468462e-02
   -4.68928480e-01  -1.28878156e-01  -2.73519067e-01   4.10816267e-02
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 [  5.51342315e-02   4.55177009e-01   1.28798920e-01   4.55683010e-01
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   -1.50474676e+00  -6.68963704e-02  -3.45544316e-01   1.49138695e-01
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 [  1.89808435e-01   2.84897653e-01   2.30379849e-01   9.15735530e-02
   -7.49733061e-01   1.06516348e-01  -1.24105002e-01   1.57457372e-01
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 [ -9.80447147e-02   2.32307334e-01   2.31854957e-01  -1.63455160e-02
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   -5.74959711e-02   1.86581244e-02]
 [ -1.16555281e-01  -6.18094637e-03   1.79509524e-02   6.90203277e-02
   -1.03222373e-01   1.23916233e-01   2.31537851e-01   1.76099855e-02
   -2.91330865e-01  -1.11336003e-01]
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   -2.11788758e-01   3.02466392e-02]
 [  8.05770328e-03  -4.99596382e-01  -1.29146681e-01  -1.65675066e-01
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   -1.67871548e-01  -2.25022244e-01]
 [ -3.73265576e-02  -5.37880705e-01  -2.15605478e-01  -2.64795513e-01
   -7.92040824e-01   4.31555144e-02   4.33496894e-01  -1.75481410e-01
   -2.99843057e-02  -3.85985844e-01]
 [ -6.22067680e-02  -6.88261776e-02   2.86823830e-01   9.43191686e-02
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   -4.28405057e-02   2.20846868e-02]
 [ -2.85323381e-01  -4.19171743e-02   3.65914891e-02   6.17560997e-02
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   -1.81179360e-02   1.41360368e-01]
 [  1.86679948e-01  -5.11849403e-02  -2.13242689e-01   1.37396588e-02
    1.28617481e-01  -3.35163096e-01   1.61321068e-02  -1.62327135e-01
    5.48159995e-02  -1.18257754e-01]
 [  2.73032771e-01  -2.22016152e-01   8.87721175e-02   7.71661893e-02
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    1.80210348e-01  -8.32157357e-02]
 [ -8.29891482e-02  -1.16557822e-01   1.28173721e-01   1.31515432e-01
    3.78624759e-02  -1.25823895e-01   1.73164829e-01  -7.90308995e-02
    1.87581698e-01   2.63096470e-02]
 [ -1.58551870e-01  -3.44936522e-01   1.33773745e-01  -5.57244525e-01
   -8.53608882e-01   2.03126267e-01   3.11091197e-01  -1.40590544e-01
   -1.43267788e-01   5.21378510e-02]]
[[ 0.60167988]
 [ 2.06299061]
 [ 0.21592041]
 [ 0.98019052]
 [-3.12271642]
 [-0.40792604]
 [-1.99415173]
 [ 0.03015909]
 [ 0.64216311]
 [ 0.82050782]]
Progress: 90.8% ... Training loss: 0.219 ... Validation loss: 0.395[[  2.36079581e-01   7.70114733e-01  -7.48535581e-02   1.72568567e-01
   -2.93776463e-02  -1.01536545e-01  -7.33965030e-02   1.19261049e-01
    2.05932449e-02   3.43394845e-01]
 [  1.00746641e-02   9.81624920e-02  -2.07797208e-02   4.64336419e-02
   -4.51574640e-03  -7.18649388e-03   3.52591070e-01   3.99048127e-02
    1.48504619e-01  -2.48122410e-02]
 [  2.05863725e-01   4.36874578e-01  -4.49099290e-03  -1.14872721e-01
    8.58696236e-01  -1.43176327e-02  -1.22870403e+00  -4.79359509e-02
    5.42754422e-02   3.00062412e-01]
 [ -2.97486833e-02  -4.98496320e-01  -2.14235663e-01   1.93162612e-01
   -3.47640134e-01   1.98839844e-01   4.44518310e-01   5.57394266e-02
    5.51849511e-02   2.60115276e-01]
 [ -6.59651344e-02  -3.46812524e-02  -1.40754933e-01   4.58494232e-02
   -1.37011047e-01  -1.92410868e-01   1.54394572e-01  -1.12809829e-01
   -1.92561648e-01  -9.93185810e-02]
 [ -3.81604607e-01  -7.10867789e-01  -3.00797908e-01   1.45260311e-01
   -4.62837221e-01   2.38841955e-02   4.15108677e-01  -4.26687144e-02
   -3.56809792e-02  -4.68539088e-02]
 [ -3.16283114e-02  -4.85310022e-01   9.91989117e-04   3.33380351e-02
   -3.31424239e-01  -6.40588490e-02   1.73299230e-01  -1.98056865e-01
    1.78398699e-01   3.70389001e-02]
 [  7.36336068e-02  -5.89631682e-01   1.31297032e-02  -1.37243610e-01
   -4.69406860e-01  -3.05045316e-02   1.77527052e-01   1.07094249e-01
    3.83025201e-02  -5.77918363e-02]
 [ -1.71700449e-01  -2.50233675e-01  -2.97091156e-01  -1.75876629e-02
   -2.68958868e-01   5.80855903e-02  -7.76904223e-03  -3.15811195e-02
    2.94220701e-01  -1.23687161e-01]
 [  1.77421899e-02  -6.29056904e-01   5.68988895e-02  -1.49872460e-01
   -6.55830176e-01  -1.05621550e-01   1.89654782e-01  -1.26982113e-01
   -3.19022015e-02   1.51174431e-02]
 [ -6.17095951e-02  -3.12874026e-01   1.55168239e-02  -1.05322681e-01
   -4.60439243e-01  -1.62036700e-02   2.75197329e-01  -1.02803450e-01
    2.56384822e-02  -6.52059426e-02]
 [ -1.68211768e-01  -4.91067260e-01  -8.12746054e-02   3.33211723e-03
   -1.58108413e-01   1.19079304e-01   3.71929288e-01  -2.08113709e-02
   -1.98023798e-01  -2.40531581e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94811869e-01  -3.59777671e-01   9.10737599e-02   1.97496620e-01
   -1.89140617e-01  -5.96387672e-02   1.27879815e-01  -2.63629848e-01
   -2.97577478e-01  -1.24383508e-01]
 [  8.56782687e-02  -2.75028736e-01  -2.82874464e-02   8.96132901e-02
   -8.25532447e-02  -8.74347362e-02   3.28566417e-01  -2.76515677e-04
    7.94046265e-03  -2.42498142e-02]
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   -6.97045056e-02   7.40432361e-02  -8.73207698e-03  -2.10170661e-02
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 [ -8.26605505e-02  -1.15637879e-01   1.28286042e-01   1.32032709e-01
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   -1.43048489e-01   5.25112008e-02]]
[[ 0.6091015 ]
 [ 2.06754848]
 [ 0.22309857]
 [ 0.98644804]
 [-3.12116128]
 [-0.40209347]
 [-1.98576441]
 [ 0.0356607 ]
 [ 0.64967923]
 [ 0.82679498]]
Progress: 90.8% ... Training loss: 0.220 ... Validation loss: 0.396[[  2.33470646e-01   7.62114092e-01  -7.58770885e-02   1.67921815e-01
   -1.60979916e-02  -9.97148140e-02  -6.48816250e-02   1.19096097e-01
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 [  9.79902938e-03   9.69496331e-02  -2.08731931e-02   4.60193921e-02
   -3.46884597e-03  -7.01863469e-03   3.53974012e-01   3.98885806e-02
    1.48256414e-01  -2.50270303e-02]
 [  2.03441620e-01   4.28388079e-01  -5.50008853e-03  -1.19196791e-01
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    5.14966400e-02   2.97009266e-01]
 [ -2.93051189e-02  -4.97882748e-01  -2.14177818e-01   1.93659546e-01
   -3.52628956e-01   1.98819390e-01   4.45148889e-01   5.57532546e-02
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 [ -6.51173435e-02  -3.31226526e-02  -1.40407613e-01   4.76146400e-02
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   -3.53429737e-02  -4.64936453e-02]
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   -1.98290736e-01  -2.40820059e-01]
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   -3.25342742e-02  -5.95103517e-02]
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   -1.66873322e-01  -3.68709485e-01]
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   -3.61859797e-01  -2.14256944e-01]
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   -8.90646440e-02  -1.30428968e-01]
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 [  7.25773940e-02   9.89007495e-02   2.64313314e-01   2.72956191e-01
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   -1.10126741e-01  -2.60719261e-01]
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 [  5.27668130e-02   1.68665891e-01   2.50128498e-01   9.66186528e-02
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   -1.69170515e-01   1.33111863e-01]
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   -1.78563582e-01   4.42795629e-02  -9.56610384e-02  -2.70394304e-01
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 [  9.58812438e-03   1.77547062e-01   8.93465045e-02  -3.12457709e-02
   -1.50761043e-02   1.65104502e-01  -4.27942929e-02   1.18153943e-01
   -8.72252879e-03   1.89561617e-01]
 [  2.38291895e-01   1.25390086e-01   3.12066264e-02   7.78319056e-02
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   -4.71286475e-02  -1.23271376e-02]
 [  5.36773322e-02   1.01108943e-01   1.95429137e-02   4.71146726e-02
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 [  1.89756500e-01   2.84805263e-01   2.30372892e-01   9.15320167e-02
   -7.49411127e-01   1.06519979e-01  -1.23861698e-01   1.57458374e-01
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   -5.80518810e-02   1.80035060e-02]
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   -2.91029134e-01  -1.10924223e-01]
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 [  7.52214524e-03  -5.01220371e-01  -1.29335521e-01  -1.66492178e-01
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   -1.68477444e-01  -2.25808511e-01]
 [ -3.55605328e-02  -5.32770607e-01  -2.15025742e-01  -2.62215077e-01
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   -2.80694622e-02  -3.83615403e-01]
 [ -6.35132294e-02  -7.39409528e-02   2.86361850e-01   9.22335788e-02
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   -4.42233270e-02   2.04636284e-02]
 [ -2.86214162e-01  -4.56660232e-02   3.62749714e-02   6.02872570e-02
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   -1.90506434e-02   1.40129678e-01]
 [  1.87066936e-01  -5.11860523e-02  -2.13143424e-01   1.41961326e-02
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 [  2.73275321e-01  -2.21047737e-01   8.88752829e-02   7.76825929e-02
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    1.80554039e-01  -8.29111308e-02]
 [ -8.35404445e-02  -1.18517238e-01   1.27958381e-01   1.30555563e-01
    4.03778965e-02  -1.25505404e-01   1.74613315e-01  -7.90661133e-02
    1.86949383e-01   2.56083332e-02]
 [ -1.59590052e-01  -3.47122376e-01   1.33400670e-01  -5.58929123e-01
   -8.52189379e-01   2.03778746e-01   3.14234896e-01  -1.40655978e-01
   -1.44406524e-01   5.10446942e-02]]
[[ 0.59529119]
 [ 2.05741146]
 [ 0.20913084]
 [ 0.97608881]
 [-3.13013683]
 [-0.41278101]
 [-1.99450972]
 [ 0.02200529]
 [ 0.63572974]
 [ 0.81085657]]
Progress: 90.8% ... Training loss: 0.221 ... Validation loss: 0.398[[  2.34728281e-01   7.66702951e-01  -7.54097419e-02   1.70231340e-01
   -1.76515868e-02  -1.00558392e-01  -7.10517183e-02   1.19138516e-01
    1.89286561e-02   3.41749285e-01]
 [  9.94468939e-03   9.74083268e-02  -2.08219489e-02   4.62581266e-02
   -4.10868091e-03  -7.11728563e-03   3.53643374e-01   3.98937741e-02
    1.48397875e-01  -2.48311981e-02]
 [  2.01527840e-01   4.22304885e-01  -6.27310175e-03  -1.21994262e-01
    8.84471858e-01  -1.10819295e-02  -1.22302479e+00  -4.81826960e-02
    4.90196657e-02   2.93962739e-01]
 [ -2.51818119e-02  -4.85489571e-01  -2.12609398e-01   2.00843172e-01
   -3.70549657e-01   1.95898116e-01   4.35664190e-01   5.59191723e-02
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 [ -6.46690207e-02  -3.27797111e-02  -1.40290740e-01   4.75912719e-02
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   -1.91227562e-01  -9.79324063e-02]
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   -3.56470222e-02  -4.67737228e-02]
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   -4.52862070e-01  -2.80814153e-02   1.83419805e-01   1.06898174e-01
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   -2.73529157e-01   5.76096268e-02  -1.02804129e-02  -3.15578256e-02
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   -6.45205754e-01  -1.04137339e-01   1.93306530e-01  -1.27156291e-01
   -3.46207289e-02   1.19901050e-02]
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   -1.56189452e-01   1.19483717e-01   3.73551339e-01  -2.08375972e-02
   -1.98733529e-01  -2.41285112e-01]
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   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94394914e-01  -3.59381577e-01   9.12619346e-02   1.98203534e-01
   -1.89339124e-01  -5.99864757e-02   1.28045377e-01  -2.63605993e-01
   -2.97029814e-01  -1.23740021e-01]
 [  8.48045247e-02  -2.78017852e-01  -2.86048761e-02   8.81836170e-02
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 [  3.49127382e-02  -1.60615561e-01  -2.11980461e-01   1.32979629e-01
   -7.04250603e-02   7.32046606e-02  -1.08842231e-02  -2.09502763e-02
   -8.96553654e-02  -3.85668678e-03]
 [ -1.26946748e-01  -1.37224032e-01  -2.02880560e-01   1.43468613e-01
   -6.20952968e-02   1.35318536e-01  -3.94684289e-02  -2.52573725e-01
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 [ -5.99061673e-02  -1.57533858e-01   2.78493508e-01   1.08061576e-01
   -3.56569990e-02  -6.77350624e-02  -4.80593499e-02   1.20006023e-01
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 [  6.45159029e-02  -1.02718859e-01   8.43612310e-02   6.79948821e-02
   -1.46652721e-01  -1.10590790e-02   1.21465243e-01   1.17410640e-01
   -3.18290026e-02  -5.84387605e-02]
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   -1.43559313e-01  -8.48255930e-02  -2.17320989e-03   1.58850371e-01
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 [  5.60151806e-02  -9.80212197e-02  -1.10588048e-01   6.53186357e-02
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   -1.44522429e-01  -4.18045720e-02]
 [  2.03333519e-02   4.60373490e-02   1.29682429e-01   1.42641319e-01
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   -1.66772055e-01  -3.68579902e-01]
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 [  1.64342785e-02  -6.37924481e-01  -4.41238034e-02  -1.01570543e-01
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   -3.61987914e-01  -2.14407753e-01]
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   -7.44707927e-02   8.91923948e-02]
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   -8.87234300e-02  -1.29992415e-01]
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 [  3.67840345e-01   4.09644218e-01  -7.49203549e-02   2.82564453e-01
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 [  7.26448047e-02   9.91512236e-02   2.64338341e-01   2.73059156e-01
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   -1.68801599e-01   1.33576935e-01]
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   -8.48527352e-03   1.89838794e-01]
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   -4.74434324e-02  -1.27274026e-02]
 [  5.33625031e-02   1.00019791e-01   1.94327288e-02   4.65641310e-02
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   -7.48964601e-01   1.06696963e-01  -1.23934247e-01   1.57447735e-01
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   -1.68200218e-01  -2.25478007e-01]
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    1.31583191e-01  -3.35123926e-01   1.63685904e-02  -1.62323331e-01
    5.45861568e-02  -1.18516152e-01]
 [  2.72843386e-01  -2.22064278e-01   8.87670815e-02   7.71675001e-02
    1.24892209e-01  -8.23447317e-02  -1.23074980e-02  -1.31201153e-01
    1.80193795e-01  -8.33228880e-02]
 [ -8.17904165e-02  -1.14673677e-01   1.28605114e-01   1.33432627e-01
    3.44185246e-02  -1.26715011e-01   1.70234204e-01  -7.89989493e-02
    1.88757071e-01   2.79939633e-02]
 [ -1.60224934e-01  -3.48475363e-01   1.33157790e-01  -5.60069766e-01
   -8.50343593e-01   2.04318679e-01   3.13982670e-01  -1.40685826e-01
   -1.45215661e-01   5.01683869e-02]]
[[ 0.59602672]
 [ 2.05528568]
 [ 0.20995042]
 [ 0.9806615 ]
 [-3.13193799]
 [-0.41071444]
 [-1.98564192]
 [ 0.02374981]
 [ 0.63845252]
 [ 0.81367398]]
Progress: 90.9% ... Training loss: 0.221 ... Validation loss: 0.398[[  2.36902003e-01   7.75323152e-01  -7.45770382e-02   1.73911685e-01
   -2.54979038e-02  -1.02009151e-01  -7.77185236e-02   1.19229989e-01
    2.12135411e-02   3.44727644e-01]
 [  1.00994378e-02   9.76741480e-02  -2.07634586e-02   4.65336292e-02
   -4.72636627e-03  -7.23297695e-03   3.53469791e-01   3.99001690e-02
    1.48573301e-01  -2.46074038e-02]
 [  2.03596653e-01   4.29305246e-01  -5.44051210e-03  -1.18319871e-01
    8.76599473e-01  -1.26457435e-02  -1.22822626e+00  -4.80928124e-02
    5.14594761e-02   2.96954908e-01]
 [ -2.61426961e-02  -4.86824311e-01  -2.12926278e-01   1.99564617e-01
   -3.67957000e-01   1.96261955e-01   4.36172010e-01   5.58873724e-02
    5.92253258e-02   2.65180066e-01]
 [ -6.21924557e-02  -2.81739778e-02  -1.39444955e-01   5.15539215e-02
   -1.44261549e-01  -1.95192936e-01   1.49746775e-01  -1.12625308e-01
   -1.88336399e-01  -9.45064746e-02]
 [ -3.81433813e-01  -7.11808403e-01  -3.00756024e-01   1.45518521e-01
   -4.63181726e-01   2.36676775e-02   4.16183189e-01  -4.26517070e-02
   -3.55329327e-02  -4.66093120e-02]
 [ -3.06942907e-02  -4.82895220e-01   1.39387090e-03   3.49544912e-02
   -3.35511636e-01  -6.47482250e-02   1.71230323e-01  -1.98041195e-01
    1.79402199e-01   3.86153560e-02]
 [  7.18159613e-02  -5.95678693e-01   1.24006444e-02  -1.39924780e-01
   -4.59857595e-01  -2.92690473e-02   1.79185679e-01   1.06968606e-01
    3.61425082e-02  -6.00647836e-02]
 [ -1.70937931e-01  -2.48090600e-01  -2.96820036e-01  -1.64910669e-02
   -2.73251301e-01   5.75378587e-02  -9.71549324e-03  -3.15541943e-02
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 [  1.68416982e-02  -6.32466229e-01   5.65405150e-02  -1.51525257e-01
   -6.49278514e-01  -1.05016644e-01   1.89540313e-01  -1.27097201e-01
   -3.31052382e-02   1.39919617e-02]
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   -1.57624732e-01   1.19291860e-01   3.73484484e-01  -2.08267802e-02
   -1.98473796e-01  -2.40929918e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
 [ -2.94933377e-01  -3.60840244e-01   9.10575166e-02   1.97266162e-01
   -1.88909891e-01  -5.95966287e-02   1.28812219e-01  -2.63629162e-01
   -2.97654498e-01  -1.24464045e-01]
 [  8.52899740e-02  -2.77021147e-01  -2.84281871e-02   8.90122786e-02
   -8.33330804e-02  -8.73345878e-02   3.29931186e-01  -3.01570198e-04
    7.56081393e-03  -2.47352694e-02]
 [  3.58376971e-02  -1.57828453e-01  -2.11666037e-01   1.34421262e-01
   -7.21546558e-02   7.26901660e-02  -1.28799932e-02  -2.09140723e-02
   -8.86899680e-02  -2.72076258e-03]
 [ -1.26561911e-01  -1.36187021e-01  -2.02737107e-01   1.44082367e-01
   -6.43721851e-02   1.35061423e-01  -4.08773511e-02  -2.52560373e-01
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 [ -5.97974055e-02  -1.56661966e-01   2.78559798e-01   1.08322921e-01
   -3.57952457e-02  -6.78436691e-02  -4.90547803e-02   1.20012675e-01
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 [  6.44468180e-02  -1.02709316e-01   8.43433727e-02   6.78750653e-02
   -1.45786989e-01  -1.10041104e-02   1.21509131e-01   1.17408229e-01
   -3.19412017e-02  -5.85895701e-02]
 [ -3.10491744e-04  -2.88954952e-01  -3.01715921e-01  -7.90849607e-02
   -1.49552134e-01  -8.56723021e-02  -4.80924392e-03   1.58898612e-01
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 [  5.63864850e-02  -9.68934752e-02  -1.10441705e-01   6.60167645e-02
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   -1.44061393e-01  -4.11761686e-02]
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   -1.78372297e-01  -3.26538362e-01   1.45826862e-01   6.69606474e-03
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   -1.47031206e-01  -1.99726822e-01   3.83399050e-02  -2.22176824e-02
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   -1.66802719e-01  -3.68596744e-01]
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    3.48688938e-02  -3.89635156e-01]
 [  1.64545762e-02  -6.38048337e-01  -4.41192847e-02  -1.01502106e-01
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   -3.61970230e-01  -2.14382124e-01]
 [ -1.81373601e-01  -7.38127319e-01  -1.36872835e-02  -2.12736491e-01
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   -7.42808911e-02   8.94289946e-02]
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   -8.82856282e-02  -1.29426336e-01]
 [ -2.28457422e-01  -4.41530775e-01   2.44729565e-01  -2.64143840e-01
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   -2.76130742e-01  -4.22020830e-02]
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   -4.26296817e-02  -1.54151346e-01]
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   -2.28117109e-01   8.08825982e-02  -9.89381822e-02   2.75572063e-01
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 [  3.69755652e-01   4.16342654e-01  -7.41866120e-02   2.85880429e-01
   -9.75575892e-01  -2.83561469e-01  -5.14683921e-01   1.77877837e-01
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 [  7.27534268e-02   9.95267002e-02   2.64372632e-01   2.73224231e-01
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   -1.09946109e-01  -2.60484632e-01]
 [  3.36465884e-02  -1.35243960e-01  -1.18969549e-01  -5.09087538e-02
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 [  2.96859571e-02  -2.25979931e-02  -6.09612758e-02  -2.59196135e-02
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 [  5.32091812e-02   1.69558366e-01   2.50280436e-01   9.73339433e-02
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   -1.68729415e-01   1.33664326e-01]
 [  1.07371025e-01   1.37166532e-01   1.16394242e-01   3.59259835e-02
   -1.78555386e-01   4.40744166e-02  -9.64830639e-02  -2.70379394e-01
    1.24061421e-02  -5.17518198e-02]
 [  9.66779616e-03   1.77831611e-01   8.93599580e-02  -3.13493779e-02
   -1.49155505e-02   1.65116391e-01  -4.35929218e-02   1.18153393e-01
   -8.69367588e-03   1.89600745e-01]
 [  2.37877487e-01   1.23910296e-01   3.10561458e-02   7.71280465e-02
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   -4.75958628e-02  -1.29032247e-02]
 [  5.35628939e-02   1.00736276e-01   1.95050272e-02   4.68714654e-02
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 [  5.46956142e-02   4.54530127e-01   1.28651839e-01   4.55152503e-01
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   -1.50461124e+00  -6.64287137e-02  -3.44203161e-01   1.49114303e-01
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 [  1.89676715e-01   2.84733593e-01   2.30320677e-01   9.14603994e-02
   -7.49567889e-01   1.06613248e-01  -1.24192084e-01   1.57452512e-01
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 [ -9.83483089e-02   2.31362240e-01   2.31746566e-01  -1.67022928e-02
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   -5.78074357e-02   1.82982859e-02]
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   -2.91256900e-01  -1.11202116e-01]
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   -2.11614659e-01   3.04803025e-02]
 [  7.44732614e-03  -5.01845736e-01  -1.29367437e-01  -1.66633354e-01
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   -1.68558014e-01  -2.25933279e-01]
 [ -3.53953654e-02  -5.30411590e-01  -2.14952029e-01  -2.61902716e-01
   -8.05197098e-01   4.18866818e-02   4.28323634e-01  -1.75383909e-01
   -2.78579818e-02  -3.83272272e-01]
 [ -6.28272590e-02  -7.31112299e-02   2.86619474e-01   9.34721337e-02
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   -4.34532756e-02   2.14718343e-02]
 [ -2.85347516e-01  -4.31473797e-02   3.65974639e-02   6.16887670e-02
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   -1.81880736e-02   1.41225316e-01]
 [  1.87554234e-01  -4.97054016e-02  -2.12943956e-01   1.52024611e-02
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    5.55181398e-02  -1.17237860e-01]
 [  2.73040815e-01  -2.22492555e-01   8.88292597e-02   7.74200062e-02
    1.25093269e-01  -8.24745658e-02  -1.23323077e-02  -1.31194680e-01
    1.80396532e-01  -8.30731367e-02]
 [ -8.13924627e-02  -1.13562441e-01   1.28749244e-01   1.34118297e-01
    3.24162841e-02  -1.26968327e-01   1.68974046e-01  -7.89831973e-02
    1.89213955e-01   2.85735822e-02]
 [ -1.60297912e-01  -3.48593729e-01   1.33120268e-01  -5.60113732e-01
   -8.49228989e-01   2.04409596e-01   3.13990142e-01  -1.40689909e-01
   -1.45322350e-01   5.00051135e-02]]
[[ 0.60915728]
 [ 2.06627281]
 [ 0.21909721]
 [ 0.99213636]
 [-3.12747319]
 [-0.40352467]
 [-1.97813075]
 [ 0.03424878]
 [ 0.65070183]
 [ 0.82553056]]
Progress: 91.0% ... Training loss: 0.220 ... Validation loss: 0.398[[  2.38935033e-01   7.82570298e-01  -7.37441756e-02   1.77548412e-01
   -3.00404462e-02  -1.03368334e-01  -8.23329295e-02   1.19354375e-01
    2.36335850e-02   3.47441023e-01]
 [  1.05233246e-02   9.90612943e-02  -2.06111514e-02   4.71947629e-02
   -6.69194884e-03  -7.52044463e-03   3.52543727e-01   3.99236302e-02
    1.48998310e-01  -2.40308229e-02]
 [  2.04852635e-01   4.33681779e-01  -4.93213168e-03  -1.15672721e-01
    8.70803399e-01  -1.35582316e-02  -1.22989541e+00  -4.80125848e-02
    5.29662366e-02   2.98749233e-01]
 [ -2.75443184e-02  -4.90225613e-01  -2.13472388e-01   1.97665926e-01
   -3.63932313e-01   1.97167965e-01   4.38502750e-01   5.58006154e-02
    5.78488585e-02   2.63182302e-01]
 [ -6.38915166e-02  -3.34590082e-02  -1.40017808e-01   4.87574014e-02
   -1.39552286e-01  -1.94153310e-01   1.54401876e-01  -1.12722772e-01
   -1.90223683e-01  -9.69686552e-02]
 [ -3.81117113e-01  -7.11506921e-01  -3.00639348e-01   1.45941044e-01
   -4.63622704e-01   2.34808438e-02   4.15968224e-01  -4.26363338e-02
   -3.52017825e-02  -4.61983525e-02]
 [ -3.05390099e-02  -4.82139407e-01   1.49355783e-03   3.52388511e-02
   -3.36510821e-01  -6.48664733e-02   1.70317034e-01  -1.98028054e-01
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 [  7.28539807e-02  -5.91967404e-01   1.28588351e-02  -1.37732258e-01
   -4.65281102e-01  -3.00134186e-02   1.77476004e-01   1.07037484e-01
    3.74377781e-02  -5.85440473e-02]
 [ -1.71268604e-01  -2.48875365e-01  -2.96914859e-01  -1.70976906e-02
   -2.72906679e-01   5.77430362e-02  -8.68232376e-03  -3.15744360e-02
    2.94822110e-01  -1.23055527e-01]
 [  1.98418506e-02  -6.22637845e-01   5.77448139e-02  -1.46456668e-01
   -6.57618784e-01  -1.07044922e-01   1.82477346e-01  -1.26916525e-01
   -2.96941760e-02   1.79881327e-02]
 [ -6.22451699e-02  -3.14453866e-01   1.53369547e-02  -1.06019677e-01
   -4.62839959e-01  -1.60025857e-02   2.77357510e-01  -1.02844632e-01
    2.51812962e-02  -6.55831914e-02]
 [ -1.68546839e-01  -4.94352408e-01  -8.13751025e-02   3.19619383e-03
   -1.59613208e-01   1.19239175e-01   3.73859565e-01  -2.08246664e-02
   -1.98352907e-01  -2.40816290e-01]
 [ -1.62277265e-01  -2.42955881e-03   5.97154295e-02   1.43965173e-02
   -1.64477983e-01  -2.16740685e-01  -1.69694204e-01  -1.97667592e-01
    7.99490774e-02   1.65462429e-01]
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 [ -1.61185890e-01  -3.50995596e-01   1.32812346e-01  -5.61410308e-01
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   -1.46234437e-01   4.88452511e-02]]
[[ 0.61591966]
 [ 2.07224683]
 [ 0.2254507 ]
 [ 0.99649728]
 [-3.12309989]
 [-0.40096078]
 [-1.9765071 ]
 [ 0.04010877]
 [ 0.65542746]
 [ 0.83210414]]
Progress: 91.0% ... Training loss: 0.224 ... Validation loss: 0.402[[  2.33988389e-01   7.67586178e-01  -7.56253953e-02   1.69417265e-01
   -1.12546714e-02  -1.00033507e-01  -6.83953826e-02   1.19020271e-01
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 [  1.99265317e-01   4.15825462e-01  -7.07945164e-03  -1.25205444e-01
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    4.67878780e-02   2.91211250e-01]
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   -3.61794820e-02  -4.74703889e-02]
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   -1.99132372e-01  -2.41751971e-01]
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 [  7.28532658e-02   9.93705656e-02   2.64417551e-01   2.73389948e-01
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   -1.67882535e-01   1.34717137e-01]
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   -1.74859889e-01   4.45262640e-02  -9.44910210e-02  -2.70423690e-01
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 [  9.05695501e-03   1.76091376e-01   8.91319837e-02  -3.24678574e-02
   -1.28643318e-02   1.65527843e-01  -4.22021730e-02   1.18114508e-01
   -9.39555243e-03   1.88668640e-01]
 [  2.37101204e-01   1.21501935e-01   3.07874253e-02   7.58446646e-02
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   -4.84153838e-02  -1.39645151e-02]
 [  5.34532173e-02   1.00208273e-01   1.94582629e-02   4.66443527e-02
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 [ -3.75100528e-02  -5.36494075e-01  -2.15759238e-01  -2.65527734e-01
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 [ -6.29902885e-02  -7.36433897e-02   2.86620195e-01   9.32109741e-02
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 [ -2.85209478e-01  -4.38394060e-02   3.66649177e-02   6.19592208e-02
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 [  1.85539746e-01  -5.56741328e-02  -2.13649363e-01   1.19163069e-02
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 [  2.73404853e-01  -2.21368868e-01   8.89666297e-02   7.82141238e-02
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    1.80821411e-01  -8.25573921e-02]
 [ -8.21090864e-02  -1.15148552e-01   1.28518650e-01   1.32900974e-01
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    1.88631301e-01   2.78135728e-02]
 [ -1.62675978e-01  -3.55325835e-01   1.32268440e-01  -5.63646395e-01
   -8.45150553e-01   2.05939444e-01   3.22030566e-01  -1.40835624e-01
   -1.47806651e-01   4.70108157e-02]]
[[ 0.58441866]
 [ 2.05279753]
 [ 0.20067413]
 [ 0.97052702]
 [-3.13774111]
 [-0.42519854]
 [-2.00165177]
 [ 0.01468309]
 [ 0.62599959]
 [ 0.80057554]]
Progress: 91.0% ... Training loss: 0.232 ... Validation loss: 0.405[[  2.34732175e-01   7.69070890e-01  -7.54122523e-02   1.70552369e-01
   -1.33752109e-02  -1.00590272e-01  -6.98977689e-02   1.19039955e-01
    1.91523387e-02   3.42188565e-01]
 [  1.09643555e-02   1.00611713e-01  -2.04533616e-02   4.79096253e-02
   -8.53285234e-03  -7.86322742e-03   3.50865641e-01   3.99317764e-02
    1.49493636e-01  -2.34399481e-02]
 [  1.98117797e-01   4.13650781e-01  -7.57305148e-03  -1.27183159e-01
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    4.54579590e-02   2.89741686e-01]
 [ -2.54180268e-02  -4.84089245e-01  -2.12776953e-01   2.01404584e-01
   -3.76670604e-01   1.96008294e-01   4.37989318e-01   5.58154652e-02
    6.03512318e-02   2.66191213e-01]
 [ -6.64788113e-02  -4.03318981e-02  -1.40903160e-01   4.49069957e-02
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   -1.93022438e-01  -1.00007513e-01]
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   -3.52164948e-02  -4.62321658e-02]
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   -1.98345039e-01  -2.40568517e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94808749e-01  -3.60922897e-01   9.11382487e-02   1.97439910e-01
   -1.88627215e-01  -5.97256801e-02   1.29298412e-01  -2.63622942e-01
   -2.97470093e-01  -1.24419109e-01]
 [  8.57937771e-02  -2.76581040e-01  -2.82437822e-02   8.98318228e-02
   -8.50272079e-02  -8.77403931e-02   3.29488889e-01  -2.84918245e-04
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 [  3.60976317e-02  -1.57477197e-01  -2.11604589e-01   1.34900971e-01
   -7.27083170e-02   7.22819224e-02  -1.38638400e-02  -2.09460953e-02
   -8.82809608e-02  -2.04914205e-03]
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   -6.05839132e-02   1.35748129e-01  -3.75927915e-02  -2.52664047e-01
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 [  6.52786192e-02  -1.00936944e-01   8.46618039e-02   6.94677546e-02
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   -3.10127325e-02  -5.74613572e-02]
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 [  5.45425729e-02  -1.01610284e-01  -1.11143914e-01   6.31887349e-02
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   -1.66763191e-01  -3.68535360e-01]
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 [  1.68109988e-02  -6.37875075e-01  -4.40090436e-02  -1.00908157e-01
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   -3.61608317e-01  -2.13869076e-01]
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   -7.41160163e-02   8.97180442e-02]
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   -8.81831907e-02  -1.29293358e-01]
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 [  3.67752450e-01   4.11469912e-01  -7.48612420e-02   2.82566339e-01
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 [  7.37037785e-02   1.02021709e-01   2.64720240e-01   2.74716229e-01
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 [  5.49020260e-02   1.74582681e-01   2.50871071e-01   1.00057293e-01
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   -1.66897252e-01   1.35790526e-01]
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   -9.65218354e-03   1.88296968e-01]
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   -4.85266623e-02  -1.41115274e-02]
 [  5.36139528e-02   1.00552049e-01   1.94929697e-02   4.69219969e-02
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   -1.68335722e-01  -2.25642485e-01]
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   -2.92237089e-02  -3.85313468e-01]
 [ -6.20727504e-02  -7.19991057e-02   2.86930032e-01   9.47783223e-02
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   -4.25989117e-02   2.25176753e-02]
 [ -2.84726822e-01  -4.27211188e-02   3.68298662e-02   6.28015840e-02
    1.90667937e-01  -2.15219350e-01  -2.43328302e-02   2.37156825e-01
   -1.74007104e-02   1.42086357e-01]
 [  1.86070845e-01  -5.46885754e-02  -2.13500523e-01   1.26610379e-02
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    5.38372596e-02  -1.19217208e-01]
 [  2.74176524e-01  -2.19425244e-01   8.92614157e-02   7.96144215e-02
    1.20692115e-01  -8.33299395e-02  -1.43127348e-02  -1.31153697e-01
    1.81781726e-01  -8.12245941e-02]
 [ -8.14134166e-02  -1.13420345e-01   1.28763760e-01   1.33994515e-01
    3.32887473e-02  -1.26975437e-01   1.69383199e-01  -7.90109112e-02
    1.89368400e-01   2.87731427e-02]
 [ -1.64181482e-01  -3.60393058e-01   1.31725438e-01  -5.66171750e-01
   -8.42840731e-01   2.07061234e-01   3.26693184e-01  -1.40875264e-01
   -1.49370496e-01   4.50769280e-02]]
[[ 0.59264008]
 [ 2.05446846]
 [ 0.20865914]
 [ 0.98390123]
 [-3.13241691]
 [-0.41541156]
 [-1.98454258]
 [ 0.02330299]
 [ 0.63560914]
 [ 0.80937309]]
Progress: 91.1% ... Training loss: 0.223 ... Validation loss: 0.403[[  2.33053637e-01   7.64120657e-01  -7.60520077e-02   1.67708241e-01
   -6.13521383e-03  -9.92841549e-02  -6.34229788e-02   1.18973259e-01
    1.73407538e-02   3.39829657e-01]
 [  1.11989393e-02   1.01459122e-01  -2.03834454e-02   4.83006234e-02
   -9.51092625e-03  -8.02947353e-03   3.50471669e-01   3.99408831e-02
    1.49717601e-01  -2.31436654e-02]
 [  1.97512226e-01   4.09058082e-01  -7.82360842e-03  -1.27466938e-01
    8.93775942e-01  -8.41992956e-03  -1.21739129e+00  -4.84600103e-02
    4.46018256e-02   2.88764637e-01]
 [ -2.46131865e-02  -4.80637935e-01  -2.12497769e-01   2.02604671e-01
   -3.81450394e-01   1.95436183e-01   4.36735281e-01   5.58506315e-02
    6.12410884e-02   2.67485271e-01]
 [ -6.55145270e-02  -3.73600358e-02  -1.40510683e-01   4.65862159e-02
   -1.31509023e-01  -1.93603905e-01   1.56236923e-01  -1.12840207e-01
   -1.91842742e-01  -9.87396723e-02]
 [ -3.81282727e-01  -7.13274740e-01  -3.00752808e-01   1.45434346e-01
   -4.64268050e-01   2.34202055e-02   4.17874480e-01  -4.26798396e-02
   -3.54215720e-02  -4.65062595e-02]
 [ -3.26491228e-02  -4.90737079e-01   7.03770311e-04   3.18378619e-02
   -3.31971129e-01  -6.35122138e-02   1.76100544e-01  -1.98199798e-01
    1.77585125e-01   3.62983916e-02]
 [  6.89001312e-02  -6.05605511e-01   1.12750609e-02  -1.43938680e-01
   -4.56033076e-01  -2.73070105e-02   1.86695898e-01   1.06759607e-01
    3.28991683e-02  -6.40596769e-02]
 [ -1.70475994e-01  -2.47710991e-01  -2.96619118e-01  -1.58421095e-02
   -2.74934888e-01   5.71920685e-02  -1.07627239e-02  -3.15521711e-02
    2.95866919e-01  -1.21832558e-01]
 [  1.44339889e-02  -6.42777325e-01   5.56329133e-02  -1.55343853e-01
   -6.43839477e-01  -1.03465774e-01   1.95289347e-01  -1.27330868e-01
   -3.55623871e-02   1.07440461e-02]
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   -4.64003829e-01  -1.60482614e-02   2.78498190e-01  -1.02873806e-01
    2.52762505e-02  -6.55961964e-02]
 [ -1.68428914e-01  -4.95477782e-01  -8.13756164e-02   3.44512238e-03
   -1.61240091e-01   1.19056159e-01   3.74621826e-01  -2.08485938e-02
   -1.98156582e-01  -2.40370749e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94321273e-01  -3.59845050e-01   9.12783474e-02   1.98052600e-01
   -1.89095246e-01  -5.99925216e-02   1.28660160e-01  -2.63604540e-01
   -2.96965237e-01  -1.23779988e-01]
 [  8.56688939e-02  -2.76778921e-01  -2.82878913e-02   8.96242746e-02
   -8.52011197e-02  -8.76602054e-02   3.29537469e-01  -2.89588984e-04
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 [  3.58778539e-02  -1.58104864e-01  -2.11681489e-01   1.34577567e-01
   -7.22733084e-02   7.24304721e-02  -1.33982716e-02  -2.09545685e-02
   -8.85207941e-02  -2.33552449e-03]
 [ -1.27753079e-01  -1.40237689e-01  -2.03188452e-01   1.42123136e-01
   -6.02722115e-02   1.35775808e-01  -3.73356247e-02  -2.52666064e-01
    6.56397941e-02  -1.99403843e-01]
 [ -6.12633422e-02  -1.62566037e-01   2.78047609e-01   1.05937259e-01
   -3.51123949e-02  -6.69242380e-02  -4.49409953e-02   1.19932528e-01
    9.12729648e-02   7.64247201e-02]
 [  6.44107078e-02  -1.03814502e-01   8.43350105e-02   6.79827357e-02
   -1.45198086e-01  -1.08594677e-02   1.21741862e-01   1.17411014e-01
   -3.20004089e-02  -5.86990416e-02]
 [ -1.47848714e-04  -2.89750413e-01  -3.01697521e-01  -7.84653943e-02
   -1.55804692e-01  -8.58252827e-02  -6.81018334e-03   1.58882824e-01
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 [  5.43152682e-02  -1.02294775e-01  -1.11223940e-01   6.28104282e-02
   -3.84332202e-01   3.13295551e-01   3.43194087e-01   2.03534152e-01
   -1.46320580e-01  -4.39905965e-02]
 [  1.96751244e-02   4.35599960e-02   1.29443182e-01   1.41729077e-01
   -6.71003300e-02   9.61303946e-02  -7.60138995e-03  -4.14737324e-02
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 [  1.04647453e-01   6.95406530e-02  -4.52065104e-02  -1.15299312e-01
   -1.77842177e-01  -3.26334338e-01   1.46989377e-01   6.68723291e-03
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   -1.50269965e-01  -2.00285031e-01   3.62209327e-02  -2.21939298e-02
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 [ -1.55615511e-01  -1.29779951e-01  -2.01791618e-01  -1.54138731e-02
   -4.07525678e-01  -4.74624443e-03   6.97376073e-02  -2.61920934e-02
   -6.94889300e-03   4.02520504e-02]
 [ -1.67482802e-02  -2.39421183e-01  -7.10194008e-02  -1.06437991e-01
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   -1.66406000e-01  -3.68119176e-01]
 [ -1.13084816e-02  -5.72015263e-01  -3.11231641e-02  -6.85262371e-02
    6.56157029e-01   9.67877088e-02   6.46420198e-01   9.11363378e-02
    3.49464796e-02  -3.89628833e-01]
 [  1.68244279e-02  -6.38224265e-01  -4.40121434e-02  -1.00959062e-01
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   -3.61612182e-01  -2.13853829e-01]
 [ -1.81081958e-01  -7.38307954e-01  -1.35632756e-02  -2.12131331e-01
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   -7.39030984e-02   8.99866457e-02]
 [ -3.07424982e-01  -5.76850466e-01   5.38859463e-02  -4.68607544e-02
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   -8.82015864e-02  -1.29321693e-01]
 [ -2.28942972e-01  -4.43300100e-01   2.44557528e-01  -2.64783493e-01
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   -2.76608501e-01  -4.28168388e-02]
 [ -1.62340228e-01  -3.10066203e-01  -1.91977619e-01  -1.39599536e-01
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   -4.23690825e-02  -1.53812515e-01]
 [  5.11066716e-02   2.49018581e-01   1.42894156e-01  -1.64357664e-01
   -2.28119588e-01   8.13673838e-02  -9.51713667e-02   2.75523905e-01
    6.91203184e-03   1.09375413e-01]
 [  3.68219992e-01   4.13247603e-01  -7.46935368e-02   2.83295308e-01
   -9.76251609e-01  -2.82450036e-01  -5.10838362e-01   1.77808714e-01
    4.03307203e-01   3.82182716e-03]
 [  7.40607991e-02   1.03066051e-01   2.64852883e-01   2.75333441e-01
    1.58582965e-03  -2.13117192e-01  -1.89270772e-01  -1.31412172e-01
   -1.08527713e-01  -2.58740308e-01]
 [  3.34042728e-02  -1.36503201e-01  -1.19073072e-01  -5.14971354e-02
    2.64024629e-01   3.01172500e-02  -4.89569295e-02  -1.86031488e-01
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 [  2.91938743e-02  -2.39748624e-02  -6.11784942e-02  -2.68350663e-02
    3.58502026e-02  -1.98825431e-01  -2.39540387e-02   1.10825833e-02
    5.90546279e-02   2.92762466e-02]
 [  5.52812569e-02   1.75833576e-01   2.51012469e-01   1.00615398e-01
   -1.52178723e-01  -1.57137346e-01  -3.34076890e-02   4.02172016e-02
   -1.66478110e-01   1.36287613e-01]
 [  1.05517378e-01   1.31218728e-01   1.15718810e-01   3.27731600e-02
   -1.69688891e-01   4.53266213e-02  -9.15421254e-02  -2.70459687e-01
    1.03728092e-02  -5.41545893e-02]
 [  8.19945974e-03   1.73187008e-01   8.88203054e-02  -3.39188519e-02
   -8.45260195e-03   1.66151915e-01  -4.01946784e-02   1.18081740e-01
   -1.03852131e-02   1.87380494e-01]
 [  2.36969455e-01   1.21014040e-01   3.07461321e-02   7.56532832e-02
    3.19946605e-02  -3.63222312e-02  -2.97487941e-01   1.47945138e-01
   -4.85709447e-02  -1.41678220e-02]
 [  5.36732625e-02   1.00893093e-01   1.95036594e-02   4.70115683e-02
   -4.67984474e-01  -1.28838239e-01  -2.73146410e-01   4.10669152e-02
    1.23011321e-01   2.00712994e-01]
 [  5.40229058e-02   4.53025135e-01   1.28419719e-01   4.54139691e-01
   -1.69120038e+00  -2.85279088e-01  -4.34959393e-01  -7.07225195e-02
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 [  1.53326213e-01   4.60915913e-01   6.42618853e-02   4.17720950e-01
   -1.50300257e+00  -6.57433752e-02  -3.42876227e-01   1.49027857e-01
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 [  1.88572733e-01   2.82167746e-01   2.29923994e-01   8.96164707e-02
   -7.48077442e-01   1.07306479e-01  -1.21090064e-01   1.57387243e-01
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 [ -9.77162084e-02   2.33618081e-01   2.31981444e-01  -1.56042579e-02
   -1.87315133e-01   1.44212424e-01  -6.26862855e-02  -1.77432294e-02
   -5.70483493e-02   1.92348347e-02]
 [ -1.15743938e-01  -4.31195501e-03   1.82422944e-02   7.05242894e-02
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   -2.90435543e-01  -1.10212055e-01]
 [ -2.28528280e-01  -9.52255628e-02  -9.62858853e-02  -3.48771681e-01
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   -2.11632460e-01   3.04843148e-02]
 [  7.68354834e-03  -5.01901603e-01  -1.29290395e-01  -1.66292556e-01
    3.68085099e-01   2.44197609e-02   2.21995970e-01   1.51523755e-01
   -1.68330117e-01  -2.25637205e-01]
 [ -3.76555696e-02  -5.38225759e-01  -2.15858315e-01  -2.65860825e-01
   -8.03104949e-01   4.35108959e-02   4.33411263e-01  -1.75552955e-01
   -3.03596065e-02  -3.86804660e-01]
 [ -6.16486245e-02  -7.11989930e-02   2.87059749e-01   9.54379695e-02
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   -4.21856991e-02   2.30653131e-02]
 [ -2.84687339e-01  -4.31339423e-02   3.68508932e-02   6.28869208e-02
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   -1.73405428e-02   1.42021782e-01]
 [  1.86564205e-01  -5.31293298e-02  -2.13348491e-01   1.33614013e-02
    1.35547496e-01  -3.35264614e-01   1.63632736e-02  -1.62370936e-01
    5.43715573e-02  -1.18493296e-01]
 [  2.74880330e-01  -2.18048020e-01   8.95105455e-02   8.07797569e-02
    1.17618443e-01  -8.38136692e-02  -1.62474894e-02  -1.31126870e-01
    1.82531776e-01  -8.03121285e-02]
 [ -8.14596549e-02  -1.13491175e-01   1.28731144e-01   1.33914224e-01
    3.27275530e-02  -1.26926831e-01   1.69180972e-01  -7.90138226e-02
    1.89290587e-01   2.86446032e-02]
 [ -1.64916453e-01  -3.62652513e-01   1.31462648e-01  -5.67199977e-01
   -8.40273512e-01   2.07570514e-01   3.27237909e-01  -1.40904819e-01
   -1.50163135e-01   4.41416491e-02]]
[[ 0.59083441]
 [ 2.05218919]
 [ 0.20688491]
 [ 0.98448049]
 [-3.13076398]
 [-0.41718118]
 [-1.98422014]
 [ 0.02181355]
 [ 0.63504355]
 [ 0.80672465]]
Progress: 91.2% ... Training loss: 0.226 ... Validation loss: 0.404[[  2.35449993e-01   7.70816039e-01  -7.51943420e-02   1.71387073e-01
   -1.49216435e-02  -1.00911099e-01  -6.84061459e-02   1.19063021e-01
    2.00325449e-02   3.42852607e-01]
 [  1.10997159e-02   1.01059868e-01  -2.04118852e-02   4.81341355e-02
   -8.96838979e-03  -7.95785718e-03   3.50750640e-01   3.99374613e-02
    1.49610365e-01  -2.32715130e-02]
 [  1.99512753e-01   4.16819246e-01  -6.99889200e-03  -1.24275192e-01
    8.79399635e-01  -9.78755990e-03  -1.22185287e+00  -4.83851904e-02
    4.70848297e-02   2.91303381e-01]
 [ -2.23140495e-02  -4.74215951e-01  -2.11733449e-01   2.06372680e-01
   -3.78879989e-01   1.94062785e-01   4.29123714e-01   5.59303540e-02
    6.32315663e-02   2.70024945e-01]
 [ -6.69322221e-02  -4.26195873e-02  -1.40810380e-01   4.45601362e-02
   -1.27452250e-01  -1.93364854e-01   1.60737938e-01  -1.12882021e-01
   -1.93092401e-01  -9.99279425e-02]
 [ -3.81046176e-01  -7.13783567e-01  -3.00693438e-01   1.45694290e-01
   -4.64060136e-01   2.31584373e-02   4.18452379e-01  -4.26703672e-02
   -3.51776430e-02  -4.61148391e-02]
 [ -3.18346886e-02  -4.88800752e-01   9.81619736e-04   3.28605973e-02
   -3.36572628e-01  -6.40392677e-02   1.73094883e-01  -1.98170836e-01
    1.78529343e-01   3.72625355e-02]
 [  7.00826532e-02  -6.01617178e-01   1.17525911e-02  -1.41882313e-01
   -4.64714784e-01  -2.81908531e-02   1.84703405e-01   1.06804663e-01
    3.43571769e-02  -6.24771317e-02]
 [ -1.71189309e-01  -2.50510310e-01  -2.96851068e-01  -1.70141195e-02
   -2.72665250e-01   5.76288991e-02  -8.01612778e-03  -3.15776638e-02
    2.95251351e-01  -1.22811741e-01]
 [  1.59468756e-02  -6.40255619e-01   5.61518439e-02  -1.53259797e-01
   -6.54199428e-01  -1.04563512e-01   1.93764225e-01  -1.27274824e-01
   -3.36638378e-02   1.28621449e-02]
 [ -6.22296573e-02  -3.15273084e-01   1.53462364e-02  -1.05921045e-01
   -4.63205378e-01  -1.61397774e-02   2.77999829e-01  -1.02870985e-01
    2.53859620e-02  -6.56757501e-02]
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 [ -8.23640871e-02  -1.16437429e-01   1.28416898e-01   1.32383449e-01
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    1.88432671e-01   2.74460415e-02]
 [ -1.64521476e-01  -3.61462230e-01   1.31597312e-01  -5.66628959e-01
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   -1.49632109e-01   4.48397748e-02]]
[[ 0.59856847]
 [ 2.0561355 ]
 [ 0.21223849]
 [ 0.98952097]
 [-3.12452002]
 [-0.41123703]
 [-1.97927877]
 [ 0.0292961 ]
 [ 0.64097389]
 [ 0.81544279]]
Progress: 91.2% ... Training loss: 0.220 ... Validation loss: 0.403[[  2.37205205e-01   7.79641684e-01  -7.44747745e-02   1.74313563e-01
   -2.27448434e-02  -1.02030630e-01  -7.51514081e-02   1.19151543e-01
    2.20234947e-02   3.45459893e-01]
 [  1.11078497e-02   1.00747004e-01  -2.04086440e-02   4.81247430e-02
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 [  2.03275822e-01   4.28238536e-01  -5.54323962e-03  -1.18057347e-01
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    5.14223894e-02   2.96656784e-01]
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   -3.71666639e-01   1.96363081e-01   4.38668886e-01   5.57575209e-02
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 [ -6.35266623e-02  -3.27848552e-02  -1.39536036e-01   4.98337985e-02
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   -1.89352468e-01  -9.54546589e-02]
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   -3.60193508e-02  -4.71650903e-02]
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   -1.99129400e-01  -2.41586478e-01]
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   -2.97047804e-01  -1.23945642e-01]
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   -8.48216538e-02  -8.76488935e-02   3.29999863e-01  -3.02067004e-04
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   -6.98944895e-02   7.28802921e-02  -1.16957636e-02  -2.09841987e-02
   -8.92034330e-02  -3.20092854e-03]
 [ -1.27536142e-01  -1.40326194e-01  -2.03114679e-01   1.42366112e-01
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 [ -6.19461119e-02  -1.64384029e-01   2.77824340e-01   1.04727619e-01
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   -2.97363271e-02  -5.58118916e-02]
 [  8.02239130e-04  -2.86823729e-01  -3.01308780e-01  -7.69096770e-02
   -1.63510367e-01  -8.65296769e-02  -7.76682273e-03   1.58923471e-01
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   -1.44117893e-01  -4.14356536e-02]
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   -1.66334720e-01  -3.68076559e-01]
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 [  1.69209382e-02  -6.38089349e-01  -4.39759621e-02  -1.00818822e-01
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   -3.61509878e-01  -2.13721615e-01]
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   -7.38095053e-02   9.01311878e-02]
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 [  7.75039244e-03   1.71874888e-01   8.86680858e-02  -3.47888610e-02
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   -4.15812381e-02   2.36834833e-02]
 [ -2.82966838e-01  -3.79149988e-02   3.74523106e-02   6.56019485e-02
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   -1.56071879e-02   1.43886052e-01]
 [  1.85718566e-01  -5.47721379e-02  -2.13530252e-01   1.22498872e-02
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 [  2.76109479e-01  -2.15491041e-01   8.99559629e-02   8.27209598e-02
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 [ -8.25888876e-02  -1.17194862e-01   1.28329369e-01   1.31955908e-01
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    1.88194172e-01   2.71164285e-02]
 [ -1.64475218e-01  -3.60352674e-01   1.31618974e-01  -5.66754072e-01
   -8.45981878e-01   2.07234249e-01   3.26135065e-01  -1.40892799e-01
   -1.49577138e-01   4.51134639e-02]]
[[ 0.60509992]
 [ 2.0636521 ]
 [ 0.2159057 ]
 [ 0.99016789]
 [-3.12187092]
 [-0.41033982]
 [-1.98355527]
 [ 0.03209577]
 [ 0.64309426]
 [ 0.81894767]]
Progress: 91.2% ... Training loss: 0.218 ... Validation loss: 0.398[[  2.36300417e-01   7.77188081e-01  -7.48313843e-02   1.72628945e-01
   -1.65049235e-02  -1.01289830e-01  -7.23923036e-02   1.19094140e-01
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 [  1.12071061e-02   1.01072462e-01  -2.03710767e-02   4.82982584e-02
   -9.37959916e-03  -8.01135187e-03   3.50257562e-01   3.99421266e-02
    1.49735585e-01  -2.31511822e-02]
 [  2.02915149e-01   4.24781079e-01  -5.68799005e-03  -1.19024963e-01
    8.72586353e-01  -1.21067457e-02  -1.22850222e+00  -4.82115940e-02
    5.10654701e-02   2.96219380e-01]
 [ -2.69339706e-02  -4.83902610e-01  -2.13324014e-01   1.99542489e-01
   -3.67126191e-01   1.97083287e-01   4.40769893e-01   5.57025664e-02
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 [ -6.38791114e-02  -3.44781292e-02  -1.39687733e-01   4.90721385e-02
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   -1.89748782e-01  -9.61270038e-02]
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   -3.73983663e-02  -4.88397155e-02]
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   -2.72056628e-01   5.79493368e-02  -6.73921471e-03  -3.15971967e-02
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   -1.60954241e-01   1.19742918e-01   3.78490336e-01  -2.09033773e-02
   -1.99313267e-01  -2.41780066e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
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   -2.97391296e-01  -1.24374040e-01]
 [  8.48061296e-02  -2.79534796e-01  -2.86012023e-02   8.80854001e-02
   -8.40020665e-02  -8.72620513e-02   3.31613321e-01  -3.36659463e-04
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 [  3.47501296e-02  -1.60948168e-01  -2.12075125e-01   1.32771203e-01
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   -8.97019415e-02  -3.77797395e-03]
 [ -1.27799542e-01  -1.40806725e-01  -2.03210590e-01   1.41875121e-01
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 [  6.68938338e-02  -9.53279756e-02   8.52202153e-02   7.18261617e-02
   -1.56191688e-01  -1.25402537e-02   1.13869763e-01   1.17514237e-01
   -2.92970347e-02  -5.53656111e-02]
 [  4.18851464e-04  -2.88516292e-01  -3.01478086e-01  -7.76571373e-02
   -1.61430766e-01  -8.62353590e-02  -7.21177249e-03   1.58898817e-01
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   -1.43901102e-01  -4.11594033e-02]
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   -1.66381159e-01  -3.68148405e-01]
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 [  1.66901957e-02  -6.38785290e-01  -4.40635762e-02  -1.01241668e-01
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   -3.61766514e-01  -2.14042455e-01]
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   -8.77588631e-02  -1.28807411e-01]
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 [  3.67948007e-01   4.13291599e-01  -7.48061879e-02   2.82537194e-01
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 [  7.42226589e-02   1.03126501e-01   2.64924237e-01   2.75507583e-01
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   -1.66557114e-01   1.36191968e-01]
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   -4.77186667e-02  -1.30902840e-02]
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   -2.11576953e-01   3.05463042e-02]
 [  7.70768551e-03  -5.02072181e-01  -1.29280939e-01  -1.66260160e-01
    3.68186586e-01   2.43957002e-02   2.22214804e-01   1.51524067e-01
   -1.68294868e-01  -2.25572023e-01]
 [ -3.72256537e-02  -5.35987608e-01  -2.15661946e-01  -2.65438267e-01
   -8.12086037e-01   4.32025359e-02   4.32319162e-01  -1.75524299e-01
   -2.96074286e-02  -3.86073828e-01]
 [ -6.15708970e-02  -7.16742402e-02   2.87122057e-01   9.57221783e-02
    1.53012518e-01   3.81734258e-02   2.47763475e-02  -2.91705631e-01
   -4.19927762e-02   2.31020565e-02]
 [ -2.82864557e-01  -3.78188392e-02   3.74680107e-02   6.56860329e-02
    1.81961914e-01  -2.16375224e-01  -2.88762684e-02   2.37222728e-01
   -1.55450217e-02   1.43970761e-01]
 [  1.84581484e-01  -5.87057786e-02  -2.13949804e-01   1.02333434e-02
    1.43443612e-01  -3.34083198e-01   2.04305353e-02  -1.62466943e-01
    5.23472927e-02  -1.21018636e-01]
 [  2.75400227e-01  -2.17175440e-01   8.96873779e-02   8.14849533e-02
    1.19221699e-01  -8.40697236e-02  -1.67847217e-02  -1.31115580e-01
    1.83069027e-01  -7.96928503e-02]
 [ -8.32575915e-02  -1.19316698e-01   1.28078487e-01   1.30851673e-01
    3.81812367e-02  -1.25659979e-01   1.73434408e-01  -7.90991548e-02
    1.87472554e-01   2.62528534e-02]
 [ -1.64931784e-01  -3.61007932e-01   1.31463645e-01  -5.67531819e-01
   -8.46310110e-01   2.07465770e-01   3.27641553e-01  -1.40912739e-01
   -1.50048214e-01   4.46057837e-02]]
[[ 0.59286989]
 [ 2.05904016]
 [ 0.20562978]
 [ 0.97821548]
 [-3.12932718]
 [-0.42026457]
 [-1.99743933]
 [ 0.02182917]
 [ 0.6299449 ]
 [ 0.8061946 ]]
Progress: 91.3% ... Training loss: 0.220 ... Validation loss: 0.399[[  2.38301536e-01   7.82876727e-01  -7.41006170e-02   1.75854721e-01
   -2.40067487e-02  -1.02614832e-01  -7.78206035e-02   1.19166970e-01
    2.30851330e-02   3.46933913e-01]
 [  1.10844439e-02   1.00811258e-01  -2.04124319e-02   4.80981274e-02
   -8.96007048e-03  -7.92554637e-03   3.50356534e-01   3.99376330e-02
    1.49606193e-01  -2.33176189e-02]
 [  2.04522154e-01   4.30151905e-01  -5.10612488e-03  -1.16290672e-01
    8.65338067e-01  -1.31897045e-02  -1.23444769e+00  -4.81495786e-02
    5.27214940e-02   2.98251358e-01]
 [ -2.83878044e-02  -4.88933413e-01  -2.13878577e-01   1.97126518e-01
   -3.59650343e-01   1.97886618e-01   4.46143634e-01   5.56555969e-02
    5.69503425e-02   2.62199383e-01]
 [ -6.10604769e-02  -2.61763350e-02  -1.38676884e-01   5.36651036e-02
   -1.51081440e-01  -1.97678592e-01   1.47829142e-01  -1.12613373e-01
   -1.86632276e-01  -9.21311014e-02]
 [ -3.83031119e-01  -7.19846549e-01  -3.01392120e-01   1.42302930e-01
   -4.60417638e-01   2.44008669e-02   4.22315536e-01  -4.27755585e-02
   -3.74061695e-02  -4.88459031e-02]
 [ -3.11596119e-02  -4.85054675e-01   1.25338834e-03   3.36994617e-02
   -3.39087793e-01  -6.43266553e-02   1.70683765e-01  -1.98150555e-01
    1.79346616e-01   3.82491876e-02]
 [  7.12193491e-02  -5.98613495e-01   1.21867819e-02  -1.40205517e-01
   -4.72401489e-01  -2.91249055e-02   1.80462554e-01   1.06842760e-01
    3.57666132e-02  -6.07204514e-02]
 [ -1.70834894e-01  -2.50147754e-01  -2.96671432e-01  -1.63530977e-02
   -2.73225167e-01   5.74503759e-02  -7.54151937e-03  -3.15679988e-02
    2.95675422e-01  -1.22372399e-01]
 [  1.86639089e-02  -6.30635345e-01   5.71515027e-02  -1.49356832e-01
   -6.64767269e-01  -1.06216394e-01   1.83604185e-01  -1.27193678e-01
   -3.07493127e-02   1.64698054e-02]
 [ -6.36381525e-02  -3.19674268e-01   1.49273103e-02  -1.08130407e-01
   -4.60503629e-01  -1.53841018e-02   2.81977214e-01  -1.02934828e-01
    2.40461724e-02  -6.75648396e-02]
 [ -1.69595034e-01  -5.00154988e-01  -8.17505762e-02   1.49887248e-03
   -1.61737442e-01   1.19749253e-01   3.78840101e-01  -2.09039118e-02
   -1.99286737e-01  -2.41717328e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.93989708e-01  -3.59915116e-01   9.13815306e-02   1.98514882e-01
   -1.89299726e-01  -6.02672185e-02   1.28170348e-01  -2.63599579e-01
   -2.96649768e-01  -1.23458083e-01]
 [  8.44673354e-02  -2.80693363e-01  -2.87239486e-02   8.75055146e-02
   -8.30868261e-02  -8.70310978e-02   3.32694218e-01  -3.49502991e-04
    6.67955984e-03  -2.56215684e-02]
 [  3.46978097e-02  -1.61736060e-01  -2.12079578e-01   1.32686217e-01
   -6.78578154e-02   7.31950930e-02  -1.07900678e-02  -2.10108257e-02
   -8.97650307e-02  -3.80525540e-03]
 [ -1.27202489e-01  -1.38986032e-01  -2.02994338e-01   1.42860328e-01
   -6.22399304e-02   1.35620085e-01  -3.82236168e-02  -2.52647782e-01
    6.62998752e-02  -1.98824198e-01]
 [ -6.27884035e-02  -1.67287490e-01   2.77528773e-01   1.03313743e-01
   -2.90170619e-02  -6.59080714e-02  -4.09285881e-02   1.19867427e-01
    8.96792201e-02   7.44431545e-02]
 [  6.75464082e-02  -9.32734968e-02   8.54524646e-02   7.28437955e-02
   -1.58695993e-01  -1.29829592e-02   1.11418510e-01   1.17538350e-01
   -2.85923056e-02  -5.44755038e-02]
 [  1.01532000e-03  -2.86986471e-01  -3.01279257e-01  -7.67950897e-02
   -1.64668024e-01  -8.66537956e-02  -9.37069073e-03   1.58918601e-01
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 [  5.73481213e-02  -9.29178659e-02  -1.10065356e-01   6.82149590e-02
   -3.97233858e-01   3.10997140e-01   3.34190613e-01   2.03679869e-01
   -1.42785796e-01  -3.98461561e-02]
 [  1.77968624e-02   3.85567937e-02   1.28770192e-01   1.38379324e-01
   -6.18810160e-02   9.74398025e-02  -1.82253941e-03  -4.15704722e-02
    2.51032238e-01   1.35159104e-01]
 [  1.04887460e-01   7.04417202e-02  -4.50792080e-02  -1.14801128e-01
   -1.77462147e-01  -3.26373074e-01   1.47452212e-01   6.70147417e-03
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 [ -1.21047191e-01  -1.74648933e-01  -2.12700825e-02  -1.56830541e-03
   -1.51061144e-01  -2.00392438e-01   3.69114010e-02  -2.21928204e-02
    8.91486479e-03   1.06614287e-01]
 [ -1.56591118e-01  -1.32405727e-01  -2.02159009e-01  -1.71351617e-02
   -4.05448812e-01  -4.03193561e-03   7.23053678e-02  -2.62406551e-02
   -8.05306092e-03   3.88114185e-02]
 [ -1.64806179e-02  -2.38972299e-01  -7.09190362e-02  -1.05968439e-01
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   -1.66106519e-01  -3.67799409e-01]
 [ -1.09260419e-02  -5.71154310e-01  -3.09855593e-02  -6.78067660e-02
    6.54090506e-01   9.64973384e-02   6.44964759e-01   9.11470784e-02
    3.53754198e-02  -3.89207063e-01]
 [  1.67321033e-02  -6.38902521e-01  -4.40527287e-02  -1.01139476e-01
    6.75762411e-01   1.89789345e-02   6.23914296e-01   4.83469396e-02
   -3.61718857e-01  -2.13996183e-01]
 [ -1.80965748e-01  -7.38854177e-01  -1.35239322e-02  -2.11861387e-01
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   -7.37324088e-02   9.02699446e-02]
 [ -3.07142935e-01  -5.76669253e-01   5.39947832e-02  -4.63624931e-02
    8.96738876e-01   1.40027670e-01   5.44760490e-01   4.68278925e-02
   -8.78740522e-02  -1.28948265e-01]
 [ -2.29501515e-01  -4.44529078e-01   2.44348711e-01  -2.65722309e-01
    6.86051208e-01  -3.65179876e-02   7.93896357e-01   1.05363421e-02
   -2.77221545e-01  -4.35663822e-02]
 [ -1.62040502e-01  -3.09367420e-01  -1.91882819e-01  -1.39010681e-01
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   -4.20432318e-02  -1.53376481e-01]
 [  5.16846136e-02   2.52222509e-01   1.43117606e-01  -1.63228465e-01
   -2.33167897e-01   8.09135227e-02  -9.73657304e-02   2.75540300e-01
    7.52962986e-03   1.09969496e-01]
 [  3.68213895e-01   4.13937821e-01  -7.47206643e-02   2.82788022e-01
   -9.77463578e-01  -2.82434719e-01  -5.10268885e-01   1.77803183e-01
    4.03305373e-01   3.73035683e-03]
 [  7.45852030e-02   1.03874229e-01   2.65056328e-01   2.76095448e-01
    6.87350839e-04  -2.13454613e-01  -1.90330346e-01  -1.31387713e-01
   -1.07934665e-01  -2.58079475e-01]
 [  3.36050140e-02  -1.36657373e-01  -1.19010221e-01  -5.12434693e-02
    2.65693078e-01   2.99202411e-02  -4.84211251e-02  -1.86033070e-01
    3.92162183e-02   2.18037048e-01]
 [  2.94941690e-02  -2.26400669e-02  -6.10947760e-02  -2.68131816e-02
    3.62227508e-02  -1.98961366e-01  -2.58347420e-02   1.10845903e-02
    5.94243193e-02   2.96473787e-02]
 [  5.54298355e-02   1.76788933e-01   2.51060394e-01   1.00583337e-01
   -1.51298385e-01  -1.57171355e-01  -3.44855292e-02   4.02220135e-02
   -1.66408807e-01   1.36454589e-01]
 [  1.04944719e-01   1.29096217e-01   1.15568845e-01   3.17549146e-02
   -1.65829931e-01   4.57140284e-02  -8.98005755e-02  -2.70477553e-01
    9.75945675e-03  -5.49161989e-02]
 [  7.54886762e-03   1.70769241e-01   8.85975082e-02  -3.51878351e-02
   -4.24035993e-03   1.66578999e-01  -3.80207764e-02   1.18051699e-01
   -1.10423675e-02   1.86558274e-01]
 [  2.37972142e-01   1.23850708e-01   3.10762009e-02   7.70174784e-02
    2.89949371e-02  -3.70127475e-02  -3.00936574e-01   1.47982323e-01
   -4.74857584e-02  -1.27726026e-02]
 [  5.33727065e-02   1.00728733e-01   1.94033309e-02   4.63587679e-02
   -4.68323752e-01  -1.28663068e-01  -2.71964323e-01   4.10482799e-02
    1.22688628e-01   2.00345435e-01]
 [  5.37145493e-02   4.51473957e-01   1.28330004e-01   4.53666037e-01
   -1.69247392e+00  -2.84968597e-01  -4.33515022e-01  -7.07353246e-02
    3.02330816e-01   3.35614348e-01]
 [  1.52986212e-01   4.60220856e-01   6.42581316e-02   4.17673755e-01
   -1.50929263e+00  -6.56685397e-02  -3.40501813e-01   1.49016728e-01
    2.04788382e-01   4.36409175e-01]
 [  1.88164568e-01   2.81509488e-01   2.29812402e-01   8.91629096e-02
   -7.48882350e-01   1.07536411e-01  -1.20670031e-01   1.57368758e-01
    1.94406368e-01   2.31433523e-02]
 [ -9.70133893e-02   2.35958942e-01   2.32241503e-01  -1.43289146e-02
   -1.91516829e-01   1.43693187e-01  -6.49148086e-02  -1.77078257e-02
   -5.62192178e-02   2.02187055e-02]
 [ -1.15895718e-01  -4.84999505e-03   1.81807088e-02   7.02408124e-02
   -1.07072335e-01   1.23440851e-01   2.29308522e-01   1.76416405e-02
   -2.90586503e-01  -1.10400161e-01]
 [ -2.28322284e-01  -9.50688473e-02  -9.62227002e-02  -3.48443117e-01
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   -2.11394941e-01   3.07739615e-02]
 [  7.76251395e-03  -5.01997505e-01  -1.29260067e-01  -1.66164648e-01
    3.67929681e-01   2.43572281e-02   2.22096148e-01   1.51526378e-01
   -1.68231579e-01  -2.25488414e-01]
 [ -3.62139626e-02  -5.32749269e-01  -2.15320146e-01  -2.63880424e-01
   -8.17383224e-01   4.25437904e-02   4.29325756e-01  -1.75489106e-01
   -2.85082648e-02  -3.84744780e-01]
 [ -6.20916342e-02  -7.36165930e-02   2.86960108e-01   9.49157238e-02
    1.55593535e-01   3.85213054e-02   2.63262019e-02  -2.91722523e-01
   -4.25265165e-02   2.24203450e-02]
 [ -2.82878065e-01  -3.81448863e-02   3.74536974e-02   6.56149889e-02
    1.82142736e-01  -2.16366923e-01  -2.92928138e-02   2.37218892e-01
   -1.56335161e-02   1.43890376e-01]
 [  1.85070381e-01  -5.77454178e-02  -2.13759017e-01   1.11423328e-02
    1.42608398e-01  -3.34463455e-01   1.95153550e-02  -1.62447684e-01
    5.29184180e-02  -1.20352184e-01]
 [  2.75305077e-01  -2.19053078e-01   8.96382860e-02   8.11223507e-02
    1.21008546e-01  -8.39774667e-02  -1.54450952e-02  -1.31118660e-01
    1.83016123e-01  -7.98125746e-02]
 [ -8.18213401e-02  -1.14852854e-01   1.28602235e-01   1.33302625e-01
    3.28251954e-02  -1.26640162e-01   1.70010792e-01  -7.90431250e-02
    1.88963411e-01   2.80816661e-02]
 [ -1.64592125e-01  -3.60051784e-01   1.31602723e-01  -5.66945768e-01
   -8.49392613e-01   2.07175397e-01   3.26313552e-01  -1.40900984e-01
   -1.49631877e-01   4.51909503e-02]]
[[ 0.60346068]
 [ 2.06737869]
 [ 0.21356352]
 [ 0.98709376]
 [-3.12617048]
 [-0.4134789 ]
 [-1.98878868]
 [ 0.03028316]
 [ 0.63909995]
 [ 0.81575619]]
Progress: 91.3% ... Training loss: 0.218 ... Validation loss: 0.395[[  2.38355640e-01   7.84595823e-01  -7.40456977e-02   1.76143914e-01
   -2.68366918e-02  -1.02704714e-01  -7.79023265e-02   1.19171712e-01
    2.32004211e-02   3.46954854e-01]
 [  1.05858070e-02   9.94958964e-02  -2.05708665e-02   4.72904529e-02
   -6.51803859e-03  -7.60107290e-03   3.51906505e-01   3.99130871e-02
    1.49139304e-01  -2.38982807e-02]
 [  2.04342114e-01   4.31701990e-01  -5.12858695e-03  -1.16365399e-01
    8.62274035e-01  -1.31033231e-02  -1.23269119e+00  -4.81545452e-02
    5.27042850e-02   2.97989437e-01]
 [ -2.91449648e-02  -4.90341363e-01  -2.14172153e-01   1.95893293e-01
   -3.56068589e-01   1.98432736e-01   4.47062836e-01   5.56141255e-02
    5.61977928e-02   2.61197048e-01]
 [ -6.18047708e-02  -2.92204426e-02  -1.38945016e-01   5.26217423e-02
   -1.48507534e-01  -1.97154734e-01   1.49907650e-01  -1.12655730e-01
   -1.87482374e-01  -9.34878415e-02]
 [ -3.83040795e-01  -7.20329476e-01  -3.01370672e-01   1.42361496e-01
   -4.60086356e-01   2.43638517e-02   4.22723827e-01  -4.27731594e-02
   -3.73978020e-02  -4.88723205e-02]
 [ -3.11538428e-02  -4.85027423e-01   1.31060781e-03   3.38800948e-02
   -3.40106608e-01  -6.43841071e-02   1.71188866e-01  -1.98146980e-01
    1.79533365e-01   3.83516198e-02]
 [  7.07389254e-02  -6.00192152e-01   1.20149663e-02  -1.40863245e-01
   -4.72281174e-01  -2.87898049e-02   1.82980047e-01   1.06817581e-01
    3.52709914e-02  -6.14577105e-02]
 [ -1.69521176e-01  -2.46074035e-01  -2.96210127e-01  -1.42340052e-02
   -2.77071981e-01   5.65253600e-02  -1.11851927e-02  -3.15018108e-02
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[[ 0.60715029]
 [ 2.07176948]
 [ 0.21573895]
 [ 0.99099597]
 [-3.12384893]
 [-0.41079639]
 [-1.9860947 ]
 [ 0.03327485]
 [ 0.64451878]
 [ 0.81887233]]
Progress: 91.4% ... Training loss: 0.218 ... Validation loss: 0.397[[  2.35770539e-01   7.77313085e-01  -7.50295079e-02   1.71733766e-01
   -1.19998678e-02  -1.00888676e-01  -7.27980071e-02   1.19018765e-01
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   -3.80519445e-02  -4.97295878e-02]
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   -1.98510046e-01  -2.40682778e-01]
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   -1.65870114e-01  -3.67547658e-01]
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 [  1.85587351e-01  -5.68188112e-02  -2.13594352e-01   1.20422782e-02
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 [ -8.15519611e-02  -1.13979810e-01   1.28704018e-01   1.33790807e-01
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    1.89170184e-01   2.85015898e-02]
 [ -1.65604764e-01  -3.63278057e-01   1.31269127e-01  -5.68259120e-01
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   -1.50670683e-01   4.38816794e-02]]
[[ 0.58972925]
 [ 2.05930788]
 [ 0.1988659 ]
 [ 0.97678504]
 [-3.13603593]
 [-0.42425247]
 [-1.99793263]
 [ 0.01984193]
 [ 0.62846845]
 [ 0.80083707]]
Progress: 91.5% ... Training loss: 0.224 ... Validation loss: 0.399[[  2.37994658e-01   7.84456416e-01  -7.42468434e-02   1.75513474e-01
   -2.00459264e-02  -1.02512243e-01  -7.64678235e-02   1.19100708e-01
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   -4.55662899e-03  -7.31862118e-03   3.52052127e-01   3.98875203e-02
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 [  2.01284577e-01   4.19896272e-01  -6.22535542e-03  -1.21260852e-01
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    4.93674546e-02   2.94231829e-01]
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   -3.63262258e-01   1.98992512e-01   4.52293985e-01   5.56330609e-02
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   -1.86224207e-01  -9.23164318e-02]
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   -3.66096571e-02  -4.78948474e-02]
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   -1.98364815e-01  -2.40433859e-01]
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   -1.65648986e-01  -3.67290628e-01]
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   -2.90176760e-01  -1.09908370e-01]
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   -2.11210580e-01   3.09661217e-02]
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   -1.67812175e-01  -2.24935119e-01]
 [ -3.61438973e-02  -5.31243231e-01  -2.15332161e-01  -2.63864445e-01
   -8.23051169e-01   4.24380406e-02   4.29227707e-01  -1.75520223e-01
   -2.84368459e-02  -3.84753018e-01]
 [ -6.31370510e-02  -7.79229779e-02   2.86611040e-01   9.33089542e-02
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   -4.36435842e-02   2.10344642e-02]
 [ -2.82559226e-01  -3.82459115e-02   3.75362347e-02   6.60526688e-02
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   -1.53103679e-02   1.44361250e-01]
 [  1.85376974e-01  -5.82043544e-02  -2.13680236e-01   1.16040290e-02
    1.43351543e-01  -3.34674543e-01   1.87291828e-02  -1.62430632e-01
    5.31273589e-02  -1.19998922e-01]
 [  2.76308927e-01  -2.15225248e-01   9.00267582e-02   8.31171782e-02
    1.17295414e-01  -8.48186804e-02  -1.74657111e-02  -1.31078452e-01
    1.84202450e-01  -7.83222796e-02]
 [ -8.09902500e-02  -1.12506208e-01   1.28895937e-01   1.34759894e-01
    2.84410056e-02  -1.27213729e-01   1.67411744e-01  -7.90094346e-02
    1.89722408e-01   2.92148355e-02]
 [ -1.65382432e-01  -3.63324887e-01   1.31357234e-01  -5.67958981e-01
   -8.48120817e-01   2.07639707e-01   3.28210341e-01  -1.40947857e-01
   -1.50486257e-01   4.41823144e-02]]
[[ 0.60557383]
 [ 2.06962009]
 [ 0.21422962]
 [ 0.99106478]
 [-3.12767641]
 [-0.40979319]
 [-1.98129733]
 [ 0.03403258]
 [ 0.64362494]
 [ 0.81600683]]
Progress: 91.5% ... Training loss: 0.218 ... Validation loss: 0.399[[  2.38696554e-01   7.88955484e-01  -7.40006376e-02   1.76580114e-01
   -2.27036191e-02  -1.03051750e-01  -7.81302784e-02   1.19143524e-01
    2.33068483e-02   3.47355901e-01]
 [  1.02614966e-02   9.80623561e-02  -2.06632548e-02   4.67232733e-02
   -4.92104917e-03  -7.37778674e-03   3.51898446e-01   3.98930520e-02
    1.48814965e-01  -2.42846759e-02]
 [  2.03156039e-01   4.25246536e-01  -5.57351388e-03  -1.18253781e-01
    8.69500439e-01  -1.26446023e-02  -1.23495992e+00  -4.82225226e-02
    5.15800275e-02   2.96821097e-01]
 [ -3.05101653e-02  -4.93248137e-01  -2.14634571e-01   1.94180893e-01
   -3.61911933e-01   1.99798167e-01   4.52180294e-01   5.55708897e-02
    5.51504112e-02   2.60172257e-01]
 [ -6.00063578e-02  -2.75854152e-02  -1.38356585e-01   5.52397820e-02
   -1.47651133e-01  -1.98470729e-01   1.45374127e-01  -1.12572741e-01
   -1.85813979e-01  -9.18255355e-02]
 [ -3.83043468e-01  -7.19555807e-01  -3.01394888e-01   1.42344833e-01
   -4.60873024e-01   2.43619151e-02   4.22679147e-01  -4.28108268e-02
   -3.75779148e-02  -4.90956498e-02]
 [ -3.03912942e-02  -4.84756636e-01   1.54115928e-03   3.49148779e-02
   -3.42187843e-01  -6.49993920e-02   1.68498294e-01  -1.98117790e-01
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 [  6.95567982e-02  -6.03496284e-01   1.15878637e-02  -1.42504768e-01
   -4.69734090e-01  -2.82412000e-02   1.83844170e-01   1.06727877e-01
    3.41195473e-02  -6.27612549e-02]
 [ -1.68721605e-01  -2.44435930e-01  -2.95934066e-01  -1.28045411e-02
   -2.81031259e-01   5.59472276e-02  -1.26873837e-02  -3.14695527e-02
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 [  1.85072853e-02  -6.30196559e-01   5.71413657e-02  -1.49287593e-01
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   -3.08202330e-02   1.62116848e-02]
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   -4.63527024e-01  -1.55944171e-02   2.80932546e-01  -1.02945163e-01
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   -1.70267444e-01   1.18900562e-01   3.75756291e-01  -2.08398576e-02
   -1.97971245e-01  -2.39954236e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94283294e-01  -3.60516495e-01   9.13042855e-02   1.98150605e-01
   -1.89011926e-01  -6.01137598e-02   1.28766255e-01  -2.63617919e-01
   -2.96988380e-01  -1.23932295e-01]
 [  8.45781718e-02  -2.80308431e-01  -2.86924532e-02   8.76261879e-02
   -8.36355909e-02  -8.71127259e-02   3.33092046e-01  -3.62095311e-04
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 [  3.41358013e-02  -1.63143837e-01  -2.12288111e-01   1.31754526e-01
   -6.59090780e-02   7.35349616e-02  -9.74470898e-03  -2.10490782e-02
   -9.04252879e-02  -4.53985595e-03]
 [ -1.25939404e-01  -1.36227099e-01  -2.02570171e-01   1.44796548e-01
   -6.43789986e-02   1.34724271e-01  -4.22105408e-02  -2.52596773e-01
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 [ -6.31579289e-02  -1.68938866e-01   2.77393252e-01   1.02560943e-01
   -2.96529543e-02  -6.56477037e-02  -3.92240606e-02   1.19853664e-01
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 [  6.84349271e-02  -9.08533794e-02   8.58247830e-02   7.46760303e-02
   -1.63740095e-01  -1.37980592e-02   1.09159928e-01   1.17578151e-01
   -2.74722376e-02  -5.30404110e-02]
 [  1.60110830e-04  -2.89064748e-01  -3.01542055e-01  -7.77718722e-02
   -1.61911123e-01  -8.62507814e-02  -8.98347983e-03   1.58872685e-01
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 [  5.73423822e-02  -9.37062993e-02  -1.10120208e-01   6.79878577e-02
   -3.96688196e-01   3.11058818e-01   3.34275740e-01   2.03665729e-01
   -1.42848092e-01  -3.99054582e-02]
 [  1.74460432e-02   3.77243487e-02   1.28614540e-01   1.37886660e-01
   -6.24691138e-02   9.76255084e-02  -2.46308533e-04  -4.16099766e-02
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 [  1.05930783e-01   7.35595091e-02  -4.47000910e-02  -1.13024155e-01
   -1.80744749e-01  -3.27093402e-01   1.44501714e-01   6.75760745e-03
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 [ -1.21153557e-01  -1.75477793e-01  -2.13111899e-02  -1.69893625e-03
   -1.52155003e-01  -2.00316819e-01   3.75004969e-02  -2.21985772e-02
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 [ -1.56146922e-01  -1.31481135e-01  -2.02006948e-01  -1.64186929e-02
   -4.06349657e-01  -4.32990810e-03   7.15339767e-02  -2.62182755e-02
   -7.63061365e-03   3.93994268e-02]
 [ -1.59455103e-02  -2.38175559e-01  -7.07290992e-02  -1.05137660e-01
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   -1.65514896e-01  -3.67121199e-01]
 [ -1.10463050e-02  -5.72167347e-01  -3.10382013e-02  -6.80436156e-02
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    3.52407726e-02  -3.89470452e-01]
 [  1.65416612e-02  -6.39889445e-01  -4.41007865e-02  -1.01360115e-01
    6.77039636e-01   1.90584787e-02   6.24909105e-01   4.83347507e-02
   -3.61900721e-01  -2.14207965e-01]
 [ -1.81007834e-01  -7.39467184e-01  -1.35509180e-02  -2.11959757e-01
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   -7.37967970e-02   9.02520948e-02]
 [ -3.07583969e-01  -5.78051231e-01   5.38308044e-02  -4.70457908e-02
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   -8.83182514e-02  -1.29492873e-01]
 [ -2.29516666e-01  -4.44636092e-01   2.44343942e-01  -2.65692355e-01
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   -2.77240255e-01  -4.35655565e-02]
 [ -1.62463272e-01  -3.10048385e-01  -1.92016196e-01  -1.39665743e-01
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   -4.25181965e-02  -1.53977834e-01]
 [  5.16024880e-02   2.53723163e-01   1.43117582e-01  -1.63027644e-01
   -2.35762623e-01   8.08928589e-02  -9.77119200e-02   2.75537075e-01
    7.59415978e-03   1.09845395e-01]
 [  3.68196208e-01   4.15027549e-01  -7.46856334e-02   2.82872595e-01
   -9.79227296e-01  -2.82384472e-01  -5.09863518e-01   1.77813703e-01
    4.03103636e-01   3.96206044e-03]
 [  7.38645484e-02   1.01324873e-01   2.64811818e-01   2.74807875e-01
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   -1.08720601e-01  -2.59092176e-01]
 [  3.43197437e-02  -1.35390757e-01  -1.18763102e-01  -5.01991764e-02
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 [  2.89822002e-02  -2.48810748e-02  -6.12947652e-02  -2.76731562e-02
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    5.88482719e-02   2.88906336e-02]
 [  5.44574620e-02   1.73606146e-01   2.50713757e-01   9.89495501e-02
   -1.45127672e-01  -1.56591822e-01  -3.15027948e-02   4.01651861e-02
   -1.67486575e-01   1.35186133e-01]
 [  1.05314659e-01   1.29367203e-01   1.15676608e-01   3.21731826e-02
   -1.65268455e-01   4.54408118e-02  -9.08946843e-02  -2.70469079e-01
    1.00794893e-02  -5.44513555e-02]
 [  9.09194640e-03   1.75009436e-01   8.90752653e-02  -3.31071442e-02
   -9.13229001e-03   1.65473868e-01  -4.16654397e-02   1.18120684e-01
   -9.43018321e-03   1.88517123e-01]
 [  2.38066321e-01   1.23642217e-01   3.10627030e-02   7.70853448e-02
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   -4.75043009e-02  -1.28172285e-02]
 [  5.45176752e-02   1.04550711e-01   1.97998655e-02   4.81930068e-02
   -4.71966876e-01  -1.29427016e-01  -2.75059498e-01   4.11046914e-02
    1.23921395e-01   2.01891159e-01]
 [  5.24493690e-02   4.47740737e-01   1.27901406e-01   4.52027855e-01
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   -1.51138904e+00  -6.58675142e-02  -3.40891194e-01   1.49013521e-01
    2.05147808e-01   4.36840310e-01]
 [  1.88483801e-01   2.83291600e-01   2.29942158e-01   8.98790523e-02
   -7.53041524e-01   1.07231540e-01  -1.21921003e-01   1.57384490e-01
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 [ -9.74517087e-02   2.35060821e-01   2.32070275e-01  -1.49917618e-02
   -1.91420079e-01   1.43973737e-01  -6.39235161e-02  -1.77367479e-02
   -5.66666832e-02   1.96852179e-02]
 [ -1.15091572e-01  -2.84935294e-03   1.84753165e-02   7.15846914e-02
   -1.10941447e-01   1.22867232e-01   2.27194938e-01   1.76829860e-02
   -2.89707446e-01  -1.09335684e-01]
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   -2.11027754e-01   3.11883437e-02]
 [  8.17091349e-03  -5.01409667e-01  -1.29116060e-01  -1.65462680e-01
    3.65988502e-01   2.40650031e-02   2.20877162e-01   1.51540619e-01
   -1.67801044e-01  -2.24922703e-01]
 [ -3.47234788e-02  -5.26689210e-01  -2.14841726e-01  -2.61479087e-01
   -8.27687170e-01   4.15429137e-02   4.24685333e-01  -1.75444572e-01
   -2.69161648e-02  -3.82850219e-01]
 [ -6.36672803e-02  -8.01654333e-02   2.86441145e-01   9.25319080e-02
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   -4.42005366e-02   2.03466234e-02]
 [ -2.82877895e-01  -3.90449516e-02   3.74204844e-02   6.55297210e-02
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   -1.56912589e-02   1.43937789e-01]
 [  1.84818006e-01  -6.00782324e-02  -2.13847298e-01   1.07739922e-02
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    5.26183894e-02  -1.20670505e-01]
 [  2.76944241e-01  -2.13067145e-01   9.02647612e-02   8.41953536e-02
    1.13951291e-01  -8.52875335e-02  -1.97638667e-02  -1.31039065e-01
    1.84924101e-01  -7.74559744e-02]
 [ -8.16688325e-02  -1.14728003e-01   1.28664768e-01   1.33658572e-01
    3.06170902e-02  -1.26763228e-01   1.69598803e-01  -7.90471145e-02
    1.89112749e-01   2.84091056e-02]
 [ -1.64839723e-01  -3.61023091e-01   1.31499202e-01  -5.67432007e-01
   -8.53036501e-01   2.07284562e-01   3.27102872e-01  -1.40921583e-01
   -1.49904498e-01   4.47294852e-02]]
[[ 0.60881964]
 [ 2.07297474]
 [ 0.21651581]
 [ 0.99092672]
 [-3.12755387]
 [-0.40718764]
 [-1.98187156]
 [ 0.03505827]
 [ 0.64531224]
 [ 0.81808332]]
Progress: 91.5% ... Training loss: 0.218 ... Validation loss: 0.398[[  2.39034083e-01   7.91151120e-01  -7.38784037e-02   1.77071459e-01
   -2.44209294e-02  -1.03189651e-01  -7.90619499e-02   1.19159867e-01
    2.36515858e-02   3.47615699e-01]
 [  1.00321949e-02   9.71441508e-02  -2.07430158e-02   4.63310440e-02
   -4.22226793e-03  -7.21057951e-03   3.52732675e-01   3.98793326e-02
    1.48573312e-01  -2.45511487e-02]
 [  2.04130495e-01   4.27424294e-01  -5.23740837e-03  -1.16622904e-01
    8.67859681e-01  -1.32236398e-02  -1.23677450e+00  -4.81691529e-02
    5.26921026e-02   2.97855964e-01]
 [ -2.95209288e-02  -4.91452924e-01  -2.14267468e-01   1.95808845e-01
   -3.64115768e-01   1.98987592e-01   4.48193076e-01   5.56308272e-02
    5.59872337e-02   2.61480723e-01]
 [ -6.00605438e-02  -2.80851166e-02  -1.38362992e-01   5.53446146e-02
   -1.45917828e-01  -1.98388813e-01   1.46501535e-01  -1.12584041e-01
   -1.85762357e-01  -9.19164200e-02]
 [ -3.83518740e-01  -7.20840599e-01  -3.01567473e-01   1.41488512e-01
   -4.60473236e-01   2.46976508e-02   4.23584218e-01  -4.28404277e-02
   -3.81285620e-02  -4.97522343e-02]
 [ -2.97760178e-02  -4.82615794e-01   1.72439762e-03   3.56819057e-02
   -3.44620002e-01  -6.53416664e-02   1.67883065e-01  -1.98088488e-01
    1.81086404e-01   4.03146358e-02]
 [  7.01017535e-02  -6.02917202e-01   1.17947032e-02  -1.41533358e-01
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[[ 0.61265254]
 [ 2.07533437]
 [ 0.21806392]
 [ 0.99321449]
 [-3.12884795]
 [-0.40491209]
 [-1.98095666]
 [ 0.03751452]
 [ 0.64943544]
 [ 0.82289745]]
Progress: 91.6% ... Training loss: 0.220 ... Validation loss: 0.399[[  2.36976424e-01   7.84942870e-01  -7.46756375e-02   1.73541286e-01
   -1.23707598e-02  -1.01655464e-01  -7.36234284e-02   1.19025687e-01
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 [  9.98132692e-03   9.69559505e-02  -2.07720298e-02   4.62179035e-02
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 [  2.01023811e-01   4.15002562e-01  -6.46560395e-03  -1.22356860e-01
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    4.90264502e-02   2.93364320e-01]
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   -3.87288476e-02  -5.04582791e-02]
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   -1.99429734e-01  -2.41797334e-01]
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 [ -8.27168038e-02  -1.17812846e-01   1.28274763e-01   1.31749014e-01
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    1.87902002e-01   2.69637637e-02]
 [ -1.64494444e-01  -3.60597913e-01   1.31597979e-01  -5.67139408e-01
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   -1.49557864e-01   4.52048704e-02]]
[[ 0.59554395]
 [ 2.06505361]
 [ 0.20240525]
 [ 0.97756139]
 [-3.13941152]
 [-0.42055669]
 [-1.99699197]
 [ 0.02103244]
 [ 0.63343581]
 [ 0.80527124]]
Progress: 91.7% ... Training loss: 0.220 ... Validation loss: 0.396[[  2.38844485e-01   7.92007650e-01  -7.40207042e-02   1.76676483e-01
   -2.05058493e-02  -1.02907794e-01  -7.71015892e-02   1.19094399e-01
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 [  9.98132692e-03   9.69559505e-02  -2.07720298e-02   4.62179035e-02
   -4.25772298e-03  -7.16528641e-03   3.52701508e-01   3.98753298e-02
    1.48506507e-01  -2.46241524e-02]
 [  2.01918041e-01   4.20343101e-01  -6.08963450e-03  -1.20536189e-01
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    5.00384115e-02   2.94547254e-01]
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   -3.57129740e-01   2.00235877e-01   4.53996274e-01   5.55311050e-02
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 [ -6.29390170e-02  -3.50158377e-02  -1.39383654e-01   5.03354937e-02
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   -1.88401592e-01  -9.49148918e-02]
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   -3.84454159e-02  -5.01023575e-02]
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   -1.99443298e-01  -2.41818448e-01]
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   -1.65380502e-01  -3.66997478e-01]
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 [  1.62844135e-02  -6.40639370e-01  -4.41968564e-02  -1.01794300e-01
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 [  7.34217193e-02   9.94179258e-02   2.64662889e-01   2.74115498e-01
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   -1.86284123e-01   1.44743125e-01  -6.06531358e-02  -1.78071882e-02
   -5.79183034e-02   1.82101151e-02]
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   -2.89692684e-01  -1.09329034e-01]
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   -2.10735834e-01   3.15416345e-02]
 [  8.20243975e-03  -5.01704823e-01  -1.29103384e-01  -1.65459758e-01
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   -1.67785329e-01  -2.24869973e-01]
 [ -3.51450891e-02  -5.29497730e-01  -2.15042646e-01  -2.62247391e-01
   -8.28382978e-01   4.17954631e-02   4.26381074e-01  -1.75480075e-01
   -2.74458729e-02  -3.83451975e-01]
 [ -6.39755983e-02  -8.14077506e-02   2.86350779e-01   9.22619898e-02
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   -4.45431404e-02   1.98918081e-02]
 [ -2.83953169e-01  -4.24402396e-02   3.70098392e-02   6.37690450e-02
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   -1.69408096e-02   1.42331551e-01]
 [  1.87548305e-01  -5.16356584e-02  -2.12891820e-01   1.53130867e-02
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 [  2.76145250e-01  -2.15668890e-01   8.99322530e-02   8.26515440e-02
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    1.83890067e-01  -7.86142766e-02]
 [ -8.26343408e-02  -1.17866308e-01   1.28309355e-01   1.31903411e-01
    3.59204130e-02  -1.26074259e-01   1.71628129e-01  -7.91118716e-02
    1.87985496e-01   2.70348116e-02]
 [ -1.65365361e-01  -3.63045292e-01   1.31281740e-01  -5.68508099e-01
   -8.58142361e-01   2.07671407e-01   3.30174195e-01  -1.40950093e-01
   -1.50542453e-01   4.42787420e-02]]
[[ 0.60563086]
 [ 2.07325613]
 [ 0.20921093]
 [ 0.98754548]
 [-3.13458217]
 [-0.41331755]
 [-1.9894842 ]
 [ 0.0279431 ]
 [ 0.64377962]
 [ 0.81483744]]
Progress: 91.7% ... Training loss: 0.217 ... Validation loss: 0.397[[  2.38330245e-01   7.91500696e-01  -7.42200103e-02   1.75597794e-01
   -1.77833592e-02  -1.02588668e-01  -7.48961130e-02   1.19069830e-01
    2.26695546e-02   3.46851574e-01]
 [  9.44269139e-03   9.55469074e-02  -2.09807327e-02   4.52243462e-02
   -1.63166852e-03  -6.84343439e-03   3.53610998e-01   3.98474399e-02
    1.47906428e-01  -2.53837987e-02]
 [  2.01051516e-01   4.17143902e-01  -6.45207764e-03  -1.21947583e-01
    8.77066443e-01  -1.11179498e-02  -1.23270708e+00  -4.84029474e-02
    4.90114409e-02   2.93409586e-01]
 [ -3.10204909e-02  -4.92714532e-01  -2.14726789e-01   1.94471360e-01
   -3.57524344e-01   2.00270298e-01   4.54569904e-01   5.55366871e-02
    5.45372769e-02   2.59993630e-01]
 [ -6.22776416e-02  -3.26370098e-02  -1.39198835e-01   5.09667895e-02
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   -1.87829517e-01  -9.42053362e-02]
 [ -3.84382061e-01  -7.23732240e-01  -3.01939574e-01   1.39982197e-01
   -4.59822810e-01   2.52358156e-02   4.27078161e-01  -4.28894981e-02
   -3.91069282e-02  -5.09374578e-02]
 [ -2.99883001e-02  -4.83966614e-01   1.65374244e-03   3.51725808e-02
   -3.42736922e-01  -6.51858101e-02   1.68743288e-01  -1.98126183e-01
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 [  6.64565831e-02  -6.13237060e-01   1.04398889e-02  -1.47418918e-01
   -4.61938593e-01  -2.61445864e-02   1.89902726e-01   1.06536728e-01
    3.06342053e-02  -6.69629823e-02]
 [ -1.68579650e-01  -2.45144583e-01  -2.95887629e-01  -1.27263980e-02
   -2.80064246e-01   5.57362669e-02  -1.24272797e-02  -3.14718006e-02
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 [  1.73903292e-02  -6.33482910e-01   5.66564158e-02  -1.51427777e-01
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   -3.22349370e-02   1.47482890e-02]
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   -4.58366942e-01  -1.45654385e-02   2.85221661e-01  -1.03059688e-01
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   -1.69468789e-01   1.19715989e-01   3.78707342e-01  -2.09191447e-02
   -1.99205242e-01  -2.41521250e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.94967182e-01  -3.62536304e-01   9.10353276e-02   1.96985359e-01
   -1.87420697e-01  -5.96165384e-02   1.30622019e-01  -2.63660902e-01
   -2.97809673e-01  -1.24914536e-01]
 [  8.33293490e-02  -2.83623483e-01  -2.91360862e-02   8.55111832e-02
   -8.24838525e-02  -8.63780352e-02   3.35577726e-01  -4.18817604e-04
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 [  3.45581286e-02  -1.62336918e-01  -2.12141789e-01   1.32445127e-01
   -6.55159369e-02   7.33067205e-02  -9.45223938e-03  -2.10286967e-02
   -8.99356516e-02  -3.92792860e-03]
 [ -1.24217635e-01  -1.30993349e-01  -2.01972241e-01   1.47429314e-01
   -6.87731633e-02   1.33645973e-01  -4.68129367e-02  -2.52532819e-01
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 [ -6.38961573e-02  -1.70727885e-01   2.77111344e-01   1.01300595e-01
   -2.69191485e-02  -6.52303727e-02  -3.69380763e-02   1.19802914e-01
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 [  6.75660254e-02  -9.45430673e-02   8.54888766e-02   7.31115605e-02
   -1.62122972e-01  -1.31971712e-02   1.11850892e-01   1.17525479e-01
   -2.84122039e-02  -5.41928626e-02]
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   -1.63014117e-01  -8.61113126e-02  -9.95399528e-03   1.58858629e-01
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 [  5.57528756e-02  -9.83198266e-02  -1.10703082e-01   6.52770129e-02
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   -1.44639228e-01  -4.21034880e-02]
 [  1.69652219e-02   3.61519560e-02   1.28437597e-01   1.36917847e-01
   -5.99249944e-02   9.80187003e-02   9.05077170e-04  -4.16235146e-02
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 [  1.05164912e-01   7.16130212e-02  -4.49591195e-02  -1.14283906e-01
   -1.79146424e-01  -3.26675384e-01   1.46360576e-01   6.71689651e-03
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   -7.63680153e-03   3.93092078e-02]
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   -1.65434987e-01  -3.67064166e-01]
 [ -1.12028491e-02  -5.73337179e-01  -3.11145147e-02  -6.83731030e-02
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    3.50968054e-02  -3.89731200e-01]
 [  1.60596151e-02  -6.41173955e-01  -4.42835246e-02  -1.02224007e-01
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   -3.62467792e-01  -2.14871296e-01]
 [ -1.80921527e-01  -7.39569328e-01  -1.35117533e-02  -2.11789983e-01
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   -7.36781719e-02   9.04545172e-02]
 [ -3.07987692e-01  -5.79279325e-01   5.36927513e-02  -4.76461230e-02
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   -8.87156353e-02  -1.29968754e-01]
 [ -2.29262122e-01  -4.44301764e-01   2.44429546e-01  -2.65312653e-01
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   -2.76972425e-01  -4.32386704e-02]
 [ -1.63203251e-01  -3.11642834e-01  -1.92258321e-01  -1.40728649e-01
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   -4.33018597e-02  -1.54854142e-01]
 [  5.04123176e-02   2.50863266e-01   1.42700266e-01  -1.64637473e-01
   -2.34049280e-01   8.16592839e-02  -9.51861472e-02   2.75474021e-01
    6.30896521e-03   1.08581134e-01]
 [  3.67995248e-01   4.14109533e-01  -7.47925357e-02   2.82439026e-01
   -9.79010152e-01  -2.82195472e-01  -5.08613121e-01   1.77813560e-01
    4.02710134e-01   3.83931103e-03]
 [  7.32662162e-02   9.88520190e-02   2.64607096e-01   2.73922402e-01
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   -1.09362776e-01  -2.59900983e-01]
 [  3.47761114e-02  -1.34101052e-01  -1.18602354e-01  -4.96131733e-02
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 [  2.96624154e-02  -2.32903137e-02  -6.10423938e-02  -2.65797789e-02
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 [  5.51074473e-02   1.75540805e-01   2.50923932e-01   9.96721866e-02
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   -1.66850720e-01   1.36149812e-01]
 [  1.04809951e-01   1.27122198e-01   1.15470771e-01   3.10446887e-02
   -1.61657670e-01   4.56643490e-02  -8.96952523e-02  -2.70508102e-01
    9.53549242e-03  -5.52462180e-02]
 [  9.94008685e-03   1.77574807e-01   8.93283664e-02  -3.20907756e-02
   -1.28563827e-02   1.64932407e-01  -4.41879397e-02   1.18153788e-01
   -8.61481729e-03   1.89461418e-01]
 [  2.37126997e-01   1.20728911e-01   3.07036006e-02   7.54422896e-02
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   -4.85770518e-02  -1.41887426e-02]
 [  5.52357818e-02   1.07207359e-01   2.00541705e-02   4.93467958e-02
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 [  5.22123055e-02   4.47290801e-01   1.27807538e-01   4.51787574e-01
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 [  1.88189732e-01   2.83381133e-01   2.29844450e-01   8.95976297e-02
   -7.55186068e-01   1.07405592e-01  -1.21429900e-01   1.57360789e-01
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 [ -9.91907471e-02   2.29845355e-01   2.31489470e-01  -1.76506200e-02
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   -5.84626096e-02   1.75675666e-02]
 [ -1.15394523e-01  -3.78016626e-03   1.83603885e-02   7.10660076e-02
   -1.10388881e-01   1.23091015e-01   2.27803248e-01   1.76665744e-02
   -2.90017202e-01  -1.09748469e-01]
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   -2.10530996e-01   3.17983647e-02]
 [  8.17536220e-03  -5.01972237e-01  -1.29116895e-01  -1.65545495e-01
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   -1.67830410e-01  -2.24927012e-01]
 [ -3.56455834e-02  -5.30299215e-01  -2.15197704e-01  -2.63178800e-01
   -8.28972046e-01   4.21068549e-02   4.28023374e-01  -1.75506924e-01
   -2.79621007e-02  -3.84211066e-01]
 [ -6.37425539e-02  -8.08437938e-02   2.86447761e-01   9.26837057e-02
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   -4.42379678e-02   2.02408619e-02]
 [ -2.83362183e-01  -4.12387226e-02   3.72293296e-02   6.47378697e-02
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   -1.63008644e-02   1.43126893e-01]
 [  1.87049621e-01  -5.30860022e-02  -2.13094726e-01   1.44181776e-02
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    5.49211774e-02  -1.17560927e-01]
 [  2.75891040e-01  -2.16512498e-01   8.98410668e-02   8.21898461e-02
    1.21073034e-01  -8.45116971e-02  -1.68139957e-02  -1.31111745e-01
    1.83645357e-01  -7.89874727e-02]
 [ -8.38636335e-02  -1.21197052e-01   1.27887421e-01   1.29919174e-01
    4.11025901e-02  -1.25289649e-01   1.75049785e-01  -7.91660418e-02
    1.86728831e-01   2.54529596e-02]
 [ -1.66235528e-01  -3.65454623e-01   1.30954549e-01  -5.69932458e-01
   -8.57697585e-01   2.08336593e-01   3.31568491e-01  -1.40992439e-01
   -1.51513367e-01   4.31940740e-02]]
[[ 0.59610917]
 [ 2.06852787]
 [ 0.20119312]
 [ 0.97883189]
 [-3.13751477]
 [-0.42092932]
 [-1.9999181 ]
 [ 0.02064449]
 [ 0.63282188]
 [ 0.80542644]]
Progress: 91.8% ... Training loss: 0.219 ... Validation loss: 0.396[[  2.41189236e-01   8.02449776e-01  -7.32366941e-02   1.80272860e-01
   -2.73070472e-02  -1.04572923e-01  -8.10174296e-02   1.19178834e-01
    2.56827733e-02   3.50604149e-01]
 [  9.41967126e-03   9.55179461e-02  -2.09881556e-02   4.51869818e-02
   -1.51612473e-03  -6.82721385e-03   3.53680342e-01   3.98466452e-02
    1.47882516e-01  -2.54141310e-02]
 [  2.04946651e-01   4.29205040e-01  -5.07578212e-03  -1.15521348e-01
    8.60685572e-01  -1.40110604e-02  -1.23963462e+00  -4.82585130e-02
    5.32824186e-02   2.98386297e-01]
 [ -3.25283538e-02  -4.97408769e-01  -2.15231624e-01   1.92239311e-01
   -3.53093667e-01   2.01227189e-01   4.57319338e-01   5.54834390e-02
    5.26237824e-02   2.58107074e-01]
 [ -6.26189402e-02  -3.42491526e-02  -1.39384856e-01   5.00495975e-02
   -1.37684277e-01  -1.96990411e-01   1.54661512e-01  -1.12694857e-01
   -1.88031258e-01  -9.48497219e-02]
 [ -3.83713990e-01  -7.21061781e-01  -3.01735016e-01   1.40948945e-01
   -4.61714464e-01   2.48871521e-02   4.25221782e-01  -4.28659254e-02
   -3.83709217e-02  -4.99509168e-02]
 [ -3.06951322e-02  -4.85727465e-01   1.44185124e-03   3.40647488e-02
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 [ -8.32542654e-02  -1.19004721e-01   1.28109464e-01   1.30952021e-01
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    1.87316341e-01   2.61943522e-02]
 [ -1.66644387e-01  -3.66053813e-01   1.30835709e-01  -5.70672776e-01
   -8.57805114e-01   2.08627729e-01   3.32926165e-01  -1.41007042e-01
   -1.51931733e-01   4.26458321e-02]]
[[ 0.61007555]
 [ 2.08151136]
 [ 0.210241  ]
 [ 0.98921968]
 [-3.13140392]
 [-0.41453796]
 [-1.99692928]
 [ 0.03190418]
 [ 0.64553667]
 [ 0.81914717]]
Progress: 91.8% ... Training loss: 0.218 ... Validation loss: 0.396[[  2.38729161e-01   7.95594849e-01  -7.40996765e-02   1.75929837e-01
   -1.65586363e-02  -1.02859927e-01  -7.59946043e-02   1.19044909e-01
    2.30258594e-02   3.47426626e-01]
 [  9.27855439e-03   9.50856535e-02  -2.10372139e-02   4.49517140e-02
   -7.84216085e-04  -6.72883231e-03   3.54141646e-01   3.98391012e-02
    1.47732711e-01  -2.55834127e-02]
 [  2.03564856e-01   4.23474424e-01  -5.68730255e-03  -1.18485218e-01
    8.69195680e-01  -1.28970548e-02  -1.23650998e+00  -4.83502206e-02
    5.14864540e-02   2.96379266e-01]
 [ -3.08156861e-02  -4.91089206e-01  -2.14553501e-01   1.95332669e-01
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    5.47010481e-02   2.60716816e-01]
 [ -6.26822336e-02  -3.47883442e-02  -1.39407056e-01   4.99125970e-02
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   -1.88199656e-01  -9.48929441e-02]
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   -3.95677012e-02  -5.14629312e-02]
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   -1.99053701e-01  -2.41377055e-01]
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 [  3.49772043e-02  -1.61023195e-01  -2.12007530e-01   1.33115857e-01
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   -8.95248369e-02  -3.44215297e-03]
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   -2.88758579e-02  -5.47203527e-02]
 [  2.47335707e-03  -2.82057703e-01  -3.00771215e-01  -7.39306744e-02
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   -1.45448096e-01  -4.31622889e-02]
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 [  9.94719719e-03   1.77966875e-01   8.93382554e-02  -3.21851836e-02
   -1.31246570e-02   1.64829233e-01  -4.32435917e-02   1.18148666e-01
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   -5.04096679e-02  -1.64939019e-02]
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 [  1.88418405e-01   2.84299832e-01   2.29921846e-01   9.00041057e-02
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 [ -3.45734416e-02  -5.25763968e-01  -2.14807212e-01  -2.61534047e-01
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   -4.46131059e-02   1.96399185e-02]
 [ -2.82904546e-01  -3.96720908e-02   3.73972573e-02   6.53787275e-02
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 [  1.87153658e-01  -5.33386340e-02  -2.13133966e-01   1.43812068e-02
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 [  2.75587990e-01  -2.18239478e-01   8.97334639e-02   8.16710249e-02
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 [ -8.40113744e-02  -1.21417766e-01   1.27861076e-01   1.29792562e-01
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    1.86565921e-01   2.52498749e-02]
 [ -1.67643220e-01  -3.69547870e-01   1.30468033e-01  -5.72357203e-01
   -8.57037293e-01   2.09323707e-01   3.35566300e-01  -1.41061949e-01
   -1.53057222e-01   4.12881631e-02]]
[[ 0.59591299]
 [ 2.07040417]
 [ 0.1982407 ]
 [ 0.97694776]
 [-3.14039414]
 [-0.42465323]
 [-2.00717575]
 [ 0.02071714]
 [ 0.63255435]
 [ 0.80476708]]
Progress: 91.8% ... Training loss: 0.219 ... Validation loss: 0.394[[  2.40457540e-01   8.00962109e-01  -7.34835647e-02   1.78994754e-01
   -2.35159782e-02  -1.04137198e-01  -7.87712713e-02   1.19107169e-01
    2.49331969e-02   3.49432228e-01]
 [  9.30959568e-03   9.52198629e-02  -2.10280120e-02   4.50000935e-02
   -8.70527274e-04  -6.73593586e-03   3.54023339e-01   3.98400732e-02
    1.47763739e-01  -2.55430803e-02]
 [  2.06295741e-01   4.30608589e-01  -4.77344102e-03  -1.13619706e-01
    8.57757152e-01  -1.47723399e-02  -1.24376384e+00  -4.82551494e-02
    5.43794260e-02   2.99355093e-01]
 [ -3.08610946e-02  -4.89034639e-01  -2.14495288e-01   1.95376031e-01
   -3.58398674e-01   2.00012085e-01   4.52225493e-01   5.55825182e-02
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 [ -6.45819123e-02  -4.03775511e-02  -1.40044640e-01   4.66548779e-02
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   -1.90251263e-01  -9.73246602e-02]
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   -3.87986046e-02  -5.04547893e-02]
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 [  1.67116440e-02  -6.35837045e-01   5.63815203e-02  -1.52686357e-01
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   -3.29929057e-02   1.32174632e-02]
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   -1.99159933e-01  -2.41508373e-01]
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 [ -2.95364427e-01  -3.64065466e-01   9.09102419e-02   1.96313575e-01
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   -2.98182467e-01  -1.25467270e-01]
 [  8.32555432e-02  -2.83447972e-01  -2.91679882e-02   8.53554907e-02
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   -8.89399654e-02  -2.70858771e-03]
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 [  6.79574768e-02  -9.49227846e-02   8.56023583e-02   7.36296341e-02
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   -2.79793495e-02  -5.36016434e-02]
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   -1.44943731e-01  -4.26256467e-02]
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   -1.65686622e-01  -3.67431500e-01]
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   -3.62749879e-01  -2.15204757e-01]
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 [  7.36140544e-02   9.99232645e-02   2.64746046e-01   2.74475778e-01
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 [  1.04717454e-01   1.26726496e-01   1.15427084e-01   3.08082344e-02
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   -8.51804045e-03   1.89410418e-01]
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   -5.07794960e-02  -1.69671890e-02]
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   -1.51636736e+00  -6.59138179e-02  -3.40889811e-01   1.48985732e-01
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 [  1.88082733e-01   2.83306129e-01   2.29828367e-01   8.96864708e-02
   -7.56646523e-01   1.07505178e-01  -1.21261546e-01   1.57363519e-01
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 [ -9.88719637e-02   2.31058701e-01   2.31595770e-01  -1.71754014e-02
   -1.86257953e-01   1.44856462e-01  -5.94358465e-02  -1.78150229e-02
   -5.81199787e-02   1.79630439e-02]
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   -2.90181110e-01  -1.09933058e-01]
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   -2.10044626e-01   3.23896283e-02]
 [  8.19919345e-03  -5.02542876e-01  -1.29110812e-01  -1.65538621e-01
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   -1.67795133e-01  -2.24851112e-01]
 [ -3.46410807e-02  -5.25412327e-01  -2.14817697e-01  -2.61600260e-01
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   -2.68567243e-02  -3.82704527e-01]
 [ -6.28234525e-02  -7.89506950e-02   2.86781156e-01   9.44889250e-02
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   -4.30991617e-02   2.14302391e-02]
 [ -2.82441740e-01  -3.88665119e-02   3.75793639e-02   6.62748682e-02
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   -1.51941100e-02   1.44386240e-01]
 [  1.87170538e-01  -5.36715555e-02  -2.13126987e-01   1.44466512e-02
    1.45160081e-01  -3.35998178e-01   1.27432408e-02  -1.62381893e-01
    5.48271460e-02  -1.17718063e-01]
 [  2.75847637e-01  -2.17886743e-01   8.98271773e-02   8.20558862e-02
    1.22182861e-01  -8.45386936e-02  -1.66519473e-02  -1.31119931e-01
    1.83597094e-01  -7.90283188e-02]
 [ -8.37394026e-02  -1.20631733e-01   1.27950157e-01   1.30219342e-01
    4.15472516e-02  -1.25458633e-01   1.74635159e-01  -7.91724214e-02
    1.86822587e-01   2.55655884e-02]
 [ -1.67053413e-01  -3.68327245e-01   1.30646112e-01  -5.71445524e-01
   -8.59824100e-01   2.08922423e-01   3.33984657e-01  -1.41043014e-01
   -1.52474477e-01   4.19628511e-02]]
[[ 0.60794989]
 [ 2.07934057]
 [ 0.20935673]
 [ 0.98781303]
 [-3.13540992]
 [-0.41458127]
 [-1.99907982]
 [ 0.03111262]
 [ 0.64514725]
 [ 0.81874434]]
Progress: 91.9% ... Training loss: 0.217 ... Validation loss: 0.393[[  2.41332843e-01   8.04853951e-01  -7.30881514e-02   1.80381722e-01
   -2.35359408e-02  -1.04837776e-01  -7.95462057e-02   1.19161321e-01
    2.59134584e-02   3.50663192e-01]
 [  9.17412559e-03   9.45734948e-02  -2.10743591e-02   4.47784171e-02
   -8.75355910e-04  -6.64532984e-03   3.54200212e-01   3.98330422e-02
    1.47610511e-01  -2.57215419e-02]
 [  2.07125195e-01   4.33511639e-01  -4.38055401e-03  -1.11984961e-01
    8.54101100e-01  -1.53959185e-02  -1.24821933e+00  -4.82057033e-02
    5.53684461e-02   3.00517011e-01]
 [ -3.14062180e-02  -4.87989819e-01  -2.14699174e-01   1.94628567e-01
   -3.54140473e-01   2.00461926e-01   4.53628249e-01   5.55558774e-02
    5.40742899e-02   2.60446970e-01]
 [ -6.29175630e-02  -3.68995655e-02  -1.39483391e-01   4.90947841e-02
   -1.39895343e-01  -1.96755714e-01   1.54206992e-01  -1.12687700e-01
   -1.88339724e-01  -9.51203118e-02]
 [ -3.84603262e-01  -7.24239754e-01  -3.02037779e-01   1.39331480e-01
   -4.58317945e-01   2.53868025e-02   4.27258292e-01  -4.29238070e-02
   -3.93843054e-02  -5.11948560e-02]
 [ -2.94231891e-02  -4.82902888e-01   1.94320223e-03   3.60589503e-02
   -3.43604548e-01  -6.56706917e-02   1.67199713e-01  -1.98093167e-01
    1.81296347e-01   4.09604746e-02]
 [  6.99895371e-02  -6.03461015e-01   1.16552728e-02  -1.41588546e-01
   -4.78648148e-01  -2.86921851e-02   1.80320513e-01   1.06645043e-01
    3.43210881e-02  -6.26594458e-02]
 [ -1.68790969e-01  -2.45589983e-01  -2.95924284e-01  -1.29871412e-02
   -2.78487041e-01   5.58543038e-02  -1.16210630e-02  -3.14760544e-02
    2.97560829e-01  -1.19642318e-01]
 [  1.73838813e-02  -6.33224930e-01   5.66727378e-02  -1.51715995e-01
   -6.56834913e-01  -1.05809319e-01   1.89909116e-01  -1.27394245e-01
   -3.22753450e-02   1.41050385e-02]
 [ -6.15081361e-02  -3.17116724e-01   1.56222770e-02  -1.05147146e-01
   -4.70175269e-01  -1.72378526e-02   2.74327463e-01  -1.02924976e-01
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 [ -1.69466630e-01  -5.02654114e-01  -8.17069840e-02   2.24574019e-03
   -1.73923753e-01   1.19674476e-01   3.77422041e-01  -2.09098301e-02
   -1.99054148e-01  -2.41381534e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.95175266e-01  -3.63873690e-01   9.09593274e-02   1.96437211e-01
   -1.86128200e-01  -5.94995063e-02   1.31925585e-01  -2.63661853e-01
   -2.98006295e-01  -1.25187212e-01]
 [  8.24593012e-02  -2.85410098e-01  -2.94443928e-02   8.40287182e-02
   -8.03918415e-02  -8.58356723e-02   3.37480402e-01  -4.77369383e-04
    4.47354839e-03  -2.81672878e-02]
 [  3.59692035e-02  -1.57335072e-01  -2.11630092e-01   1.34801682e-01
   -6.87705163e-02   7.23429775e-02  -1.39342588e-02  -2.09735592e-02
   -8.84520090e-02  -2.22670100e-03]
 [ -1.25148401e-01  -1.34342087e-01  -2.02269397e-01   1.45915081e-01
   -6.56083831e-02   1.34244630e-01  -4.42028279e-02  -2.52567907e-01
    6.84679557e-02  -1.96092671e-01]
 [ -6.34473724e-02  -1.69190768e-01   2.77309474e-01   1.01990293e-01
   -2.72269397e-02  -6.55006945e-02  -3.88205043e-02   1.19827318e-01
    8.89617872e-02   7.36194604e-02]
 [  6.77170954e-02  -9.56171265e-02   8.55136514e-02   7.32099965e-02
   -1.65559914e-01  -1.33580318e-02   1.11556191e-01   1.17515289e-01
   -2.82732570e-02  -5.39305278e-02]
 [  2.51215170e-03  -2.82365592e-01  -3.00749099e-01  -7.36982672e-02
   -1.75461502e-01  -8.78881606e-02  -1.64922285e-02   1.58951867e-01
    8.91368798e-02  -5.85648007e-02]
 [  5.63525054e-02  -9.72514419e-02  -1.10502247e-01   6.63940212e-02
   -3.94079286e-01   3.11723358e-01   3.36966295e-01   2.03576743e-01
   -1.44038939e-01  -4.13853739e-02]
 [  1.75668903e-02   3.79102026e-02   1.28690127e-01   1.38029129e-01
   -6.08790010e-02   9.75711160e-02  -2.08940918e-04  -4.15993995e-02
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 [  1.05271614e-01   7.23526789e-02  -4.49237576e-02  -1.14167085e-01
   -1.78085104e-01  -3.26745221e-01   1.45740689e-01   6.71873270e-03
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 [ -1.20863648e-01  -1.75354844e-01  -2.12334026e-02  -1.33688486e-03
   -1.52146424e-01  -2.00500004e-01   3.68006097e-02  -2.21908019e-02
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 [ -1.56095275e-01  -1.31905369e-01  -2.01978215e-01  -1.62138511e-02
   -4.07540839e-01  -4.46471370e-03   7.24332757e-02  -2.62216103e-02
   -7.44084989e-03   3.95829579e-02]
 [ -1.60167524e-02  -2.39786707e-01  -7.07830411e-02  -1.05364023e-01
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   -1.65656509e-01  -3.67390082e-01]
 [ -1.08327136e-02  -5.73769397e-01  -3.09944415e-02  -6.78263347e-02
    6.55107788e-01   9.64710075e-02   6.45998695e-01   9.11336188e-02
    3.54799707e-02  -3.89253654e-01]
 [  1.56117873e-02  -6.42308074e-01  -4.44445893e-02  -1.02988589e-01
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   -3.62957949e-01  -2.15471827e-01]
 [ -1.80792813e-01  -7.39498254e-01  -1.34668038e-02  -2.11551410e-01
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   -7.35281177e-02   9.07074370e-02]
 [ -3.08408250e-01  -5.80324129e-01   5.35548407e-02  -4.82569099e-02
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   -8.91161838e-02  -1.30431861e-01]
 [ -2.28855551e-01  -4.43741306e-01   2.44582933e-01  -2.64568428e-01
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   -2.76510639e-01  -4.26450596e-02]
 [ -1.63701578e-01  -3.12439628e-01  -1.92402375e-01  -1.41412356e-01
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   -4.37945909e-02  -1.55481057e-01]
 [  4.98582380e-02   2.49679874e-01   1.42532618e-01  -1.65514861e-01
   -2.34534808e-01   8.21000592e-02  -9.35894493e-02   2.75459181e-01
    5.69393069e-03   1.07793833e-01]
 [  3.70073097e-01   4.22099871e-01  -7.40630233e-02   2.85766607e-01
   -9.85547463e-01  -2.83622237e-01  -5.16084352e-01   1.77896294e-01
    4.04560381e-01   6.61270254e-03]
 [  7.36440921e-02   1.00080288e-01   2.64752768e-01   2.74517467e-01
    5.86637772e-03  -2.12806725e-01  -1.87122095e-01  -1.31445474e-01
   -1.08913242e-01  -2.59293079e-01]
 [  3.47450807e-02  -1.35151679e-01  -1.18621438e-01  -4.96411174e-02
    2.66872978e-01   2.90639799e-02  -5.06894952e-02  -1.85990207e-01
    4.04673587e-02   2.19593110e-01]
 [  3.11309230e-02  -1.91079084e-02  -6.05307818e-02  -2.44840549e-02
    3.45044651e-02  -2.00060099e-01  -3.10513228e-02   1.11570826e-02
    6.12218853e-02   3.17663373e-02]
 [  5.35963554e-02   1.70386513e-01   2.50393522e-01   9.71806900e-02
   -1.38590963e-01  -1.56093297e-01  -3.06677545e-02   4.01110985e-02
   -1.68472098e-01   1.34103050e-01]
 [  1.04192421e-01   1.25244628e-01   1.15243113e-01   2.98865292e-02
   -1.57533413e-01   4.59979379e-02  -8.96480229e-02  -2.70542359e-01
    8.81866986e-03  -5.61145038e-02]
 [  1.05913316e-02   1.79093048e-01   8.95546013e-02  -3.13294917e-02
   -1.54864402e-02   1.64414344e-01  -4.44136982e-02   1.18177200e-01
   -7.81658795e-03   1.90320621e-01]
 [  2.36364018e-01   1.17690664e-01   3.03756569e-02   7.38414895e-02
    3.95704535e-02  -3.58116285e-02  -2.99083191e-01   1.47882827e-01
   -4.96234517e-02  -1.55835840e-02]
 [  5.54859579e-02   1.07847991e-01   2.01214868e-02   4.97010348e-02
   -4.75302866e-01  -1.29987182e-01  -2.77704251e-01   4.11368556e-02
    1.24906783e-01   2.03054066e-01]
 [  5.41631990e-02   4.53715258e-01   1.28501610e-01   4.55230188e-01
   -1.70195000e+00  -2.85230506e-01  -4.33545077e-01  -7.07137204e-02
    3.02688173e-01   3.35906217e-01]
 [  1.54001867e-01   4.65154827e-01   6.47264305e-02   4.19974255e-01
   -1.51949971e+00  -6.65688935e-02  -3.42963210e-01   1.49037530e-01
    2.06078698e-01   4.37593984e-01]
 [  1.87823570e-01   2.82456237e-01   2.29746879e-01   8.92887061e-02
   -7.56374199e-01   1.07660181e-01  -1.20691020e-01   1.57351145e-01
    1.94281197e-01   2.29846526e-02]
 [ -9.91553497e-02   2.30302759e-01   2.31498393e-01  -1.76321268e-02
   -1.85363901e-01   1.45039072e-01  -5.84972977e-02  -1.78299420e-02
   -5.83877497e-02   1.76027947e-02]
 [ -1.15748910e-01  -4.73050004e-03   1.82351061e-02   7.04985649e-02
   -1.09357257e-01   1.23328706e-01   2.28705126e-01   1.76494224e-02
   -2.90404454e-01  -1.10202125e-01]
 [ -2.27119331e-01  -9.22146921e-02  -9.57867568e-02  -3.46400196e-01
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   -2.10039729e-01   3.23843064e-02]
 [  8.25006055e-03  -5.02442061e-01  -1.29092961e-01  -1.65484368e-01
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   -1.67740111e-01  -2.24781429e-01]
 [ -3.41284216e-02  -5.23787866e-01  -2.14632277e-01  -2.60868576e-01
   -8.42448077e-01   4.12030060e-02   4.21852053e-01  -1.75428838e-01
   -2.63350295e-02  -3.82065976e-01]
 [ -6.34086799e-02  -8.16442454e-02   2.86559688e-01   9.34563082e-02
    1.62605687e-01   3.91590091e-02   3.03149127e-02  -2.91829594e-01
   -4.38363606e-02   2.05840430e-02]
 [ -2.82807035e-01  -3.99018124e-02   3.74661623e-02   6.57000497e-02
    1.87767611e-01  -2.16657435e-01  -2.78851337e-02   2.37171452e-01
   -1.55689720e-02   1.44060737e-01]
 [  1.88013873e-01  -5.12514938e-02  -2.12819155e-01   1.57258005e-02
    1.44772123e-01  -3.36537571e-01   1.17106714e-02  -1.62333965e-01
    5.57111145e-02  -1.16666149e-01]
 [  2.76361157e-01  -2.15446400e-01   9.00570672e-02   8.30437016e-02
    1.21580985e-01  -8.49782115e-02  -1.85596796e-02  -1.31087123e-01
    1.84166993e-01  -7.83142294e-02]
 [ -8.43574858e-02  -1.22584322e-01   1.27727844e-01   1.29205023e-01
    4.38891295e-02  -1.25035028e-01   1.76058529e-01  -7.92051633e-02
    1.86138788e-01   2.47261966e-02]
 [ -1.65916684e-01  -3.64128910e-01   1.31078350e-01  -5.69619511e-01
   -8.64690480e-01   2.08117264e-01   3.30499514e-01  -1.40986592e-01
   -1.51267278e-01   4.35025978e-02]]
[[ 0.61580079]
 [ 2.08647983]
 [ 0.21330831]
 [ 0.99322417]
 [-3.1380204 ]
 [-0.41014175]
 [-1.99744487]
 [ 0.03593799]
 [ 0.65226863]
 [ 0.8253187 ]]
Progress: 92.0% ... Training loss: 0.219 ... Validation loss: 0.393[[  2.40981048e-01   8.03473579e-01  -7.32484500e-02   1.80146324e-01
   -1.89764574e-02  -1.04626842e-01  -7.94654413e-02   1.19137273e-01
    2.54089233e-02   3.50290527e-01]
 [  9.58567996e-03   9.56810629e-02  -2.09250079e-02   4.54686494e-02
   -2.83103914e-03  -6.92745905e-03   3.53328888e-01   3.98574073e-02
    1.48028521e-01  -2.52166053e-02]
 [  2.06557202e-01   4.29339569e-01  -4.66253442e-03  -1.12720914e-01
    8.57398819e-01  -1.50821618e-02  -1.24765117e+00  -4.82409550e-02
    5.45213240e-02   2.99825070e-01]
 [ -3.35295803e-02  -4.91442497e-01  -2.15425100e-01   1.91254239e-01
   -3.47982187e-01   2.01970777e-01   4.57937959e-01   5.54201507e-02
    5.18394381e-02   2.57761116e-01]
 [ -6.31207771e-02  -3.68449399e-02  -1.39594520e-01   4.83489538e-02
   -1.43123316e-01  -1.96680280e-01   1.53663039e-01  -1.12695395e-01
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 [  2.76115777e-01  -2.16023314e-01   8.99572278e-02   8.27000112e-02
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 [ -8.37280351e-02  -1.20810563e-01   1.27970886e-01   1.30311482e-01
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    1.86853302e-01   2.56283444e-02]
 [ -1.66188316e-01  -3.64551110e-01   1.30943092e-01  -5.69993294e-01
   -8.64172111e-01   2.08343720e-01   3.30600089e-01  -1.41006690e-01
   -1.51661272e-01   4.32220776e-02]]
[[ 0.61905572]
 [ 2.09036255]
 [ 0.21805087]
 [ 0.99783214]
 [-3.13905532]
 [-0.40721495]
 [-1.99293502]
 [ 0.03860994]
 [ 0.65749969]
 [ 0.82877421]]
Progress: 92.0% ... Training loss: 0.221 ... Validation loss: 0.396[[  2.40694632e-01   8.03961630e-01  -7.32382819e-02   1.79941465e-01
   -1.93156396e-02  -1.04395440e-01  -7.85956152e-02   1.19134141e-01
    2.54409924e-02   3.50169031e-01]
 [  9.87736691e-03   9.65722967e-02  -2.07933218e-02   4.60492604e-02
   -4.40290954e-03  -7.12590251e-03   3.52981281e-01   3.98801770e-02
    1.48409405e-01  -2.47781021e-02]
 [  2.08793524e-01   4.34831822e-01  -3.74004411e-03  -1.08652483e-01
    8.50993338e-01  -1.65580214e-02  -1.25011795e+00  -4.80786042e-02
    5.73844243e-02   3.03151590e-01]
 [ -3.44607516e-02  -4.91555798e-01  -2.15865265e-01   1.89282073e-01
   -3.46744206e-01   2.02634592e-01   4.57006833e-01   5.53381488e-02
    5.06220545e-02   2.56034196e-01]
 [ -6.37362426e-02  -4.01849179e-02  -1.39765507e-01   4.77789839e-02
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   -1.89505228e-01  -9.63549616e-02]
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   -3.98626886e-02  -5.17796448e-02]
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 [  1.50336948e-02  -6.38541806e-01   5.59036461e-02  -1.54962112e-01
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   -1.98378443e-01  -2.40565468e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
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   -2.98131029e-01  -1.25389846e-01]
 [  8.25806643e-02  -2.85126030e-01  -2.93894420e-02   8.42533482e-02
   -8.12726297e-02  -8.59655522e-02   3.37068156e-01  -4.71025983e-04
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 [  3.56137801e-02  -1.57799034e-01  -2.11744767e-01   1.34236603e-01
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 [ -1.25668945e-01  -1.35779391e-01  -2.02458708e-01   1.45049755e-01
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   -1.64181629e-01  -1.32440897e-02   1.11673102e-01   1.17500759e-01
   -2.85875535e-02  -5.44193504e-02]
 [  1.54320164e-03  -2.86755346e-01  -3.01127785e-01  -7.51050919e-02
   -1.73634846e-01  -8.70785110e-02  -1.41857805e-02   1.58887524e-01
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 [  5.77182128e-02  -9.11608908e-02  -1.09897139e-01   6.91555299e-02
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   -1.42276629e-01  -3.92646276e-02]
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   -1.81388435e-01  -3.27366598e-01   1.42390068e-01   6.77970001e-03
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    1.86651152e-01   2.53951934e-02]
 [ -1.67210001e-01  -3.66873686e-01   1.30588935e-01  -5.71569447e-01
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   -1.52770191e-01   4.18806008e-02]]
[[ 0.61537803]
 [ 2.09364053]
 [ 0.21322772]
 [ 0.99421717]
 [-3.14156079]
 [-0.41411998]
 [-2.00616143]
 [ 0.03410677]
 [ 0.65248016]
 [ 0.82489802]]
Progress: 92.0% ... Training loss: 0.219 ... Validation loss: 0.390[[  2.39663315e-01   8.00498512e-01  -7.35544355e-02   1.78577509e-01
   -1.33425462e-02  -1.03867541e-01  -7.59682433e-02   1.19088710e-01
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 [  9.57722916e-03   9.56580253e-02  -2.09031331e-02   4.55357713e-02
   -3.39257745e-03  -6.90335704e-03   3.53692995e-01   3.98618176e-02
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 [  2.05834157e-01   4.25058324e-01  -4.75073410e-03  -1.13060206e-01
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 [ -6.61160935e-02  -4.66425119e-02  -1.40563374e-01   4.41641430e-02
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   -3.96386339e-02  -5.15882532e-02]
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   -2.00179828e-01  -2.42683898e-01]
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 [  1.54309798e-02  -6.42949965e-01  -4.45121532e-02  -1.03260050e-01
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   -8.94311005e-02  -1.30758292e-01]
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 [  3.69824096e-01   4.23208336e-01  -7.40643878e-02   2.85459842e-01
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 [  7.30339536e-02   9.83111797e-02   2.64517620e-01   2.73427636e-01
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   -4.96139015e-02  -1.56409068e-02]
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   -4.74378472e-01  -1.29882622e-01  -2.77089047e-01   4.11249459e-02
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   -2.10202458e-01   3.20867919e-02]
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   -1.68114644e-01  -2.25258327e-01]
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   -2.69185328e-02  -3.83107299e-01]
 [ -6.40760834e-02  -8.43830447e-02   2.86353409e-01   9.24146542e-02
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   -4.46025143e-02   1.96917305e-02]
 [ -2.82224598e-01  -3.88349176e-02   3.76567048e-02   6.64435869e-02
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   -1.49813832e-02   1.44836018e-01]
 [  1.87953935e-01  -5.07957586e-02  -2.12729961e-01   1.60640296e-02
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 [  2.76195440e-01  -2.14894430e-01   9.00219264e-02   8.30449065e-02
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    1.84078369e-01  -7.83536096e-02]
 [ -8.48990255e-02  -1.24908048e-01   1.27533971e-01   1.28401335e-01
    4.79591227e-02  -1.24680202e-01   1.76625462e-01  -7.92381291e-02
    1.85534671e-01   2.40840723e-02]
 [ -1.67478905e-01  -3.67436268e-01   1.30516656e-01  -5.72000814e-01
   -8.61444313e-01   2.09194334e-01   3.33664408e-01  -1.41085615e-01
   -1.52999463e-01   4.15330362e-02]]
[[ 0.60712494]
 [ 2.0862637 ]
 [ 0.20523495]
 [ 0.98531543]
 [-3.14937028]
 [-0.42086955]
 [-2.01163269]
 [ 0.02795865]
 [ 0.64433749]
 [ 0.81546415]]
Progress: 92.1% ... Training loss: 0.217 ... Validation loss: 0.390[[  2.38064268e-01   7.96240882e-01  -7.40462841e-02   1.76104286e-01
   -7.66391887e-03  -1.02788501e-01  -7.00433325e-02   1.19018626e-01
    2.29329762e-02   3.47388865e-01]
 [  9.50588987e-03   9.54050104e-02  -2.09285950e-02   4.54289658e-02
   -3.32788320e-03  -6.85307267e-03   3.53758090e-01   3.98584994e-02
    1.48018344e-01  -2.52083726e-02]
 [  2.04269626e-01   4.21470240e-01  -5.23787316e-03  -1.15548277e-01
    8.65675771e-01  -1.35504870e-02  -1.23967466e+00  -4.83115522e-02
    5.26026717e-02   2.97830379e-01]
 [ -3.57246070e-02  -4.93314588e-01  -2.16214874e-01   1.87961567e-01
   -3.52351717e-01   2.03619879e-01   4.62621224e-01   5.52673731e-02
    4.95376738e-02   2.55074052e-01]
 [ -6.53539009e-02  -4.42609554e-02  -1.40270088e-01   4.55788861e-02
   -1.32083184e-01  -1.95357273e-01   1.58734164e-01  -1.12811395e-01
   -1.91150870e-01  -9.84580816e-02]
 [ -3.85064574e-01  -7.25325936e-01  -3.02215338e-01   1.38388277e-01
   -4.57472477e-01   2.56181264e-02   4.28463082e-01  -4.29559787e-02
   -3.99831783e-02  -5.20886279e-02]
 [ -3.16578366e-02  -4.90330318e-01   1.16607129e-03   3.25041012e-02
   -3.39034022e-01  -6.42149502e-02   1.73358213e-01  -1.98205350e-01
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   -4.72403937e-01  -2.68296867e-02   1.87246398e-01   1.06493319e-01
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   -2.78935005e-01   5.50297821e-02  -1.56624037e-02  -3.14008496e-02
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 [  1.45848964e-02  -6.39252330e-01   5.58434845e-02  -1.55561513e-01
   -6.49113240e-01  -1.04140508e-01   1.96689914e-01  -1.27524221e-01
   -3.50044117e-02   1.07655066e-02]
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   -1.75650487e-01   1.19991053e-01   3.77236368e-01  -2.09389170e-02
   -1.99566404e-01  -2.42012965e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.95004023e-01  -3.63670795e-01   9.09923457e-02   1.96525243e-01
   -1.85824971e-01  -5.95821350e-02   1.31695414e-01  -2.63655047e-01
   -2.97861108e-01  -1.25143276e-01]
 [  8.31954043e-02  -2.83538618e-01  -2.91700326e-02   8.52963053e-02
   -8.22223106e-02  -8.64006443e-02   3.36137151e-01  -4.38459832e-04
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 [  3.48401481e-02  -1.60288427e-01  -2.12017143e-01   1.32956464e-01
   -6.74371031e-02   7.30523832e-02  -1.07630873e-02  -2.10361160e-02
   -8.96949777e-02  -3.77736946e-03]
 [ -1.26581475e-01  -1.38559094e-01  -2.02763607e-01   1.43570120e-01
   -6.10896555e-02   1.35172612e-01  -4.02795617e-02  -2.52640354e-01
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 [ -6.39072323e-02  -1.70527454e-01   2.77156502e-01   1.01453672e-01
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 [  6.68580559e-02  -9.90810558e-02   8.51906340e-02   7.15304119e-02
   -1.60906740e-01  -1.28086874e-02   1.13125836e-01   1.17461771e-01
   -2.93175708e-02  -5.52671510e-02]
 [  1.02083866e-03  -2.87957800e-01  -3.01296836e-01  -7.58228821e-02
   -1.73622796e-01  -8.66764942e-02  -1.24780713e-02   1.58858332e-01
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 [  5.68847217e-02  -9.28070674e-02  -1.10160172e-01   6.78475074e-02
   -3.97605810e-01   3.11188152e-01   3.35081863e-01   2.03644161e-01
   -1.43091381e-01  -4.02928553e-02]
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 [  1.06381452e-01   7.54149664e-02  -4.45519254e-02  -1.12639632e-01
   -1.80334814e-01  -3.27429375e-01   1.41999736e-01   6.77843712e-03
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   -7.39020642e-03   3.95598815e-02]
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   -1.66002487e-01  -3.67940418e-01]
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 [  1.52126959e-02  -6.43684459e-01  -4.45884155e-02  -1.03653589e-01
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   -3.63421032e-01  -2.16073736e-01]
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   -7.35822409e-02   9.06734546e-02]
 [ -3.08442054e-01  -5.81270142e-01   5.35385198e-02  -4.82456523e-02
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   -8.91105349e-02  -1.30347133e-01]
 [ -2.29406418e-01  -4.45424264e-01   2.44381949e-01  -2.65477530e-01
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   -2.77102997e-01  -4.33825182e-02]
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   -4.40944116e-02  -1.55813568e-01]
 [  4.85277514e-02   2.48143254e-01   1.42076127e-01  -1.67399829e-01
   -2.35112964e-01   8.30405720e-02  -9.07434881e-02   2.75382714e-01
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 [  3.68894295e-01   4.21294888e-01  -7.43816460e-02   2.83899558e-01
   -9.86970162e-01  -2.82844985e-01  -5.13960843e-01   1.77846521e-01
    4.03596462e-01   5.26165386e-03]
 [  7.30024870e-02   9.82162188e-02   2.64504765e-01   2.73376525e-01
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   -1.09688147e-01  -2.60225351e-01]
 [  3.50322592e-02  -1.35116919e-01  -1.18534276e-01  -4.92467669e-02
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 [  3.11338018e-02  -1.98730381e-02  -6.05596822e-02  -2.45854112e-02
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 [  5.32927205e-02   1.69184950e-01   2.50288099e-01   9.66610043e-02
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   -1.68846212e-01   1.33628011e-01]
 [  1.04733203e-01   1.26387135e-01   1.15445286e-01   3.06617836e-02
   -1.57804532e-01   4.55941642e-02  -9.13542422e-02  -2.70510873e-01
    9.43438047e-03  -5.54784852e-02]
 [  9.84206365e-03   1.76260109e-01   8.92924741e-02  -3.27369221e-02
   -9.68458032e-03   1.64924250e-01  -4.24813958e-02   1.18136015e-01
   -8.65072910e-03   1.89292931e-01]
 [  2.36362630e-01   1.17422717e-01   3.03549307e-02   7.35732355e-02
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   -4.96964978e-02  -1.57401922e-02]
 [  5.52867355e-02   1.07434294e-01   2.00508295e-02   4.93006425e-02
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 [  5.45914567e-02   4.55312232e-01   1.28708692e-01   4.56175501e-01
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   -1.52479176e+00  -6.70492976e-02  -3.44066891e-01   1.49086233e-01
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 [  1.88802425e-01   2.86653196e-01   2.30157392e-01   9.12425976e-02
   -7.61006856e-01   1.06849625e-01  -1.24252809e-01   1.57413284e-01
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 [ -1.00174276e-01   2.27554831e-01   2.31141704e-01  -1.90523109e-02
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   -5.94734521e-02   1.62476317e-02]
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   -2.90344260e-01  -1.10123801e-01]
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   -2.10166640e-01   3.21398597e-02]
 [  8.01951218e-03  -5.03116289e-01  -1.29197624e-01  -1.65958379e-01
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   -1.68036654e-01  -2.25156434e-01]
 [ -3.59797636e-02  -5.27758722e-01  -2.15262585e-01  -2.63997283e-01
   -8.44006443e-01   4.23999095e-02   4.27425824e-01  -1.75534624e-01
   -2.81584706e-02  -3.84650628e-01]
 [ -6.41216970e-02  -8.50294732e-02   2.86339110e-01   9.23601685e-02
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   -4.46592152e-02   1.96591232e-02]
 [ -2.81934843e-01  -3.84880493e-02   3.77377562e-02   6.68606811e-02
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   -1.46862388e-02   1.45123917e-01]
 [  1.88049817e-01  -4.99108910e-02  -2.12642605e-01   1.63790231e-02
    1.44702846e-01  -3.36795513e-01   1.19346570e-02  -1.62302347e-01
    5.60243377e-02  -1.16539955e-01]
 [  2.76234978e-01  -2.14770058e-01   9.00332293e-02   8.30834495e-02
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    1.84123447e-01  -7.83478435e-02]
 [ -8.45346365e-02  -1.23767506e-01   1.27663925e-01   1.28974813e-01
    4.68682798e-02  -1.24928681e-01   1.76082302e-01  -7.92212281e-02
    1.85939200e-01   2.46175878e-02]
 [ -1.68401902e-01  -3.70349239e-01   1.30209996e-01  -5.73461985e-01
   -8.60278878e-01   2.09868692e-01   3.37215038e-01  -1.41130813e-01
   -1.53985143e-01   4.04179840e-02]]
[[ 0.60146011]
 [ 2.08242816]
 [ 0.20118398]
 [ 0.98208896]
 [-3.15081949]
 [-0.42536248]
 [-2.01435585]
 [ 0.02360945]
 [ 0.63972441]
 [ 0.809993  ]]
Progress: 92.2% ... Training loss: 0.219 ... Validation loss: 0.391[[  2.39434878e-01   8.00718971e-01  -7.34754691e-02   1.78729669e-01
   -1.21668141e-02  -1.03734588e-01  -7.26729275e-02   1.19084072e-01
    2.46752563e-02   3.49801144e-01]
 [  8.78989020e-03   9.31973280e-02  -2.11645273e-02   4.42651295e-02
   -1.02769309e-03  -6.37789458e-03   3.54946705e-01   3.98307569e-02
    1.47297183e-01  -2.60659340e-02]
 [  2.07869481e-01   4.31666171e-01  -3.85396417e-03  -1.09325664e-01
    8.49954216e-01  -1.60511215e-02  -1.24622203e+00  -4.81505501e-02
    5.69374200e-02   3.03410436e-01]
 [ -3.79329169e-02  -5.00039816e-01  -2.17138871e-01   1.84188851e-01
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    1.86225575e-01   2.49748198e-02]
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[[ 0.61689864]
 [ 2.09297255]
 [ 0.21271834]
 [ 0.9910206 ]
 [-3.14710245]
 [-0.41485375]
 [-2.0049608 ]
 [ 0.0356475 ]
 [ 0.65238104]
 [ 0.82378423]]
Progress: 92.2% ... Training loss: 0.219 ... Validation loss: 0.390[[  2.39855811e-01   8.02357438e-01  -7.33290400e-02   1.79475935e-01
   -1.27396566e-02  -1.03998555e-01  -7.38415884e-02   1.19102511e-01
    2.49848486e-02   3.50175554e-01]
 [  8.85476542e-03   9.34673352e-02  -2.11452398e-02   4.43742539e-02
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 [  2.06270246e-01   4.25325728e-01  -4.49188258e-03  -1.11884843e-01
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    5.50829600e-02   3.01189977e-01]
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   -3.54319713e-01   2.02944285e-01   4.60188793e-01   5.53638729e-02
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   -3.91003244e-02  -5.07946103e-02]
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   -1.99652072e-01  -2.42056135e-01]
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   -2.94744747e-02  -5.54885905e-02]
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   -1.83297248e-01  -8.79228029e-02  -1.70614545e-02   1.58929074e-01
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   -1.43285675e-01  -4.03188918e-02]
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[[ 0.61385325]
 [ 2.09052959]
 [ 0.20960859]
 [ 0.99225899]
 [-3.14556641]
 [-0.41566683]
 [-2.00283945]
 [ 0.03334159]
 [ 0.6507142 ]
 [ 0.82263396]]
Progress: 92.2% ... Training loss: 0.217 ... Validation loss: 0.391[[  2.39070737e-01   7.99480287e-01  -7.36022495e-02   1.77917579e-01
   -4.74293115e-03  -1.03466599e-01  -7.17126503e-02   1.19052790e-01
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   -4.92465862e-02  -1.51298009e-02]
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   -7.60456235e-01   1.07268998e-01  -1.22384562e-01   1.57382443e-01
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   -1.67596179e-01  -2.24613322e-01]
 [ -3.67336805e-02  -5.29938596e-01  -2.15523767e-01  -2.65161830e-01
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   -2.88569713e-02  -3.85540826e-01]
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   -4.42800544e-02   2.02860398e-02]
 [ -2.81931091e-01  -3.98713217e-02   3.77368970e-02   6.67592039e-02
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   -1.47068855e-02   1.45190443e-01]
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 [  2.77922363e-01  -2.10764541e-01   9.06692087e-02   8.59761716e-02
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    1.86037663e-01  -7.61332279e-02]
 [ -8.40975904e-02  -1.22878033e-01   1.27808892e-01   1.29480666e-01
    4.52809754e-02  -1.25134296e-01   1.74615211e-01  -7.92048921e-02
    1.86319045e-01   2.51750911e-02]
 [ -1.66987806e-01  -3.67182619e-01   1.30730579e-01  -5.71264923e-01
   -8.65513914e-01   2.08775880e-01   3.33359618e-01  -1.41100441e-01
   -1.52494825e-01   4.25263292e-02]]
[[ 0.61145901]
 [ 2.08526801]
 [ 0.20848189]
 [ 0.99312511]
 [-3.15107562]
 [-0.41483523]
 [-1.99783721]
 [ 0.03209772]
 [ 0.65075204]
 [ 0.82035609]]
Progress: 92.3% ... Training loss: 0.216 ... Validation loss: 0.392[[  2.37727418e-01   7.96282982e-01  -7.40373663e-02   1.76021786e-01
    1.01833337e-03  -1.02705829e-01  -7.00186906e-02   1.18983473e-01
    2.26390231e-02   3.47411648e-01]
 [  8.48510494e-03   9.24395869e-02  -2.12468162e-02   4.37720768e-02
   -1.32510538e-04  -6.19902186e-03   3.54729804e-01   3.98165160e-02
    1.46973724e-01  -2.64106563e-02]
 [  2.00809664e-01   4.09195562e-01  -6.32891996e-03  -1.21134408e-01
    8.78873957e-01  -1.12953889e-02  -1.23473560e+00  -4.85529005e-02
    4.90200712e-02   2.94269733e-01]
 [ -3.17986907e-02  -4.82694069e-01  -2.14941527e-01   1.94786488e-01
   -3.72158209e-01   2.01095282e-01   4.55327466e-01   5.55221245e-02
    5.36482776e-02   2.59603381e-01]
 [ -6.37648984e-02  -3.92390842e-02  -1.39472014e-01   4.78974028e-02
   -1.35955803e-01  -1.97098137e-01   1.51720223e-01  -1.12735406e-01
   -1.89018643e-01  -9.60533612e-02]
 [ -3.83547259e-01  -7.22763295e-01  -3.01635968e-01   1.40698423e-01
   -4.60471918e-01   2.45307254e-02   4.24947112e-01  -4.28792899e-02
   -3.84440879e-02  -5.00825514e-02]
 [ -3.24776876e-02  -4.95315716e-01   9.62617306e-04   3.13023642e-02
   -3.35841004e-01  -6.39892105e-02   1.74057804e-01  -1.98245076e-01
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   -4.81558158e-01  -2.77390654e-02   1.83887203e-01   1.06521256e-01
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   -2.78204499e-01   5.49055907e-02  -1.52953464e-02  -3.13977117e-02
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   -3.37165104e-02   1.28148857e-02]
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   -1.79838331e-01   1.20102079e-01   3.79239136e-01  -2.09493955e-02
   -1.99849513e-01  -2.42321526e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.95357222e-01  -3.65172556e-01   9.08796880e-02   1.95996047e-01
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   -2.98249296e-01  -1.25767303e-01]
 [  8.30412160e-02  -2.84353449e-01  -2.92039758e-02   8.49578057e-02
   -8.24182384e-02  -8.63382354e-02   3.36370976e-01  -4.39528482e-04
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 [  3.76496986e-02  -1.52452758e-01  -2.11034745e-01   1.37330787e-01
   -7.35108134e-02   7.11049053e-02  -1.77734002e-02  -2.08941341e-02
   -8.67543807e-02  -8.94336972e-05]
 [ -1.26164257e-01  -1.38533503e-01  -2.02596885e-01   1.44361352e-01
   -6.28257122e-02   1.34756076e-01  -4.19059474e-02  -2.52615941e-01
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 [ -6.56906956e-02  -1.76754076e-01   2.76618397e-01   9.86446927e-02
   -2.33489057e-02  -6.41874863e-02  -3.35514980e-02   1.19726662e-01
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 [  6.53745332e-02  -1.04521587e-01   8.46608771e-02   6.93437413e-02
   -1.54836530e-01  -1.16902659e-02   1.16991571e-01   1.17361422e-01
   -3.09578833e-02  -5.72038552e-02]
 [  1.76769025e-03  -2.86507330e-01  -3.00989162e-01  -7.46046410e-02
   -1.80718963e-01  -8.73037004e-02  -1.43661963e-02   1.58877496e-01
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 [  5.67966323e-02  -9.37922868e-02  -1.10217079e-01   6.75637964e-02
   -3.97794556e-01   3.11264258e-01   3.35213984e-01   2.03622155e-01
   -1.43300143e-01  -4.03327446e-02]
 [  1.74182757e-02   3.82915304e-02   1.28741215e-01   1.38330226e-01
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   -1.52297801e-01  -2.00364818e-01   3.75777584e-02  -2.22125449e-02
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   -4.09288249e-01  -5.52552956e-03   6.77701312e-02  -2.61316718e-02
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   -1.66120784e-01  -3.68097705e-01]
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    3.63215199e-02  -3.88338752e-01]
 [  1.52190872e-02  -6.43988709e-01  -4.45812713e-02  -1.03628230e-01
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   -3.63405967e-01  -2.16058573e-01]
 [ -1.80563263e-01  -7.39873666e-01  -1.33783233e-02  -2.11144958e-01
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   -7.32406791e-02   9.11098888e-02]
 [ -3.08243883e-01  -5.81634603e-01   5.36173368e-02  -4.77928760e-02
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   -8.88877906e-02  -1.29982467e-01]
 [ -2.29510831e-01  -4.46192505e-01   2.44348295e-01  -2.65545927e-01
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   -2.77210449e-01  -4.34887040e-02]
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   -4.32173800e-02  -1.54752978e-01]
 [  4.79091156e-02   2.46826982e-01   1.41844090e-01  -1.68216731e-01
   -2.36338850e-01   8.34430056e-02  -8.90165889e-02   2.75336838e-01
    3.49217999e-03   1.05359085e-01]
 [  3.69366567e-01   4.23852287e-01  -7.41750462e-02   2.84684615e-01
   -9.89730013e-01  -2.83195016e-01  -5.14465070e-01   1.77875210e-01
    4.04165689e-01   5.99076493e-03]
 [  7.34673061e-02   9.89809031e-02   2.64684708e-01   2.74112302e-01
    7.76292023e-03  -2.12704477e-01  -1.86767065e-01  -1.31463251e-01
   -1.09141917e-01  -2.59611079e-01]
 [  3.48078510e-02  -1.36887583e-01  -1.18615526e-01  -4.96544842e-02
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 [  3.14201458e-02  -1.94536144e-02  -6.04682846e-02  -2.42673167e-02
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 [  5.21512124e-02   1.64616523e-01   2.49874152e-01   9.43924933e-02
   -1.28016143e-01  -1.55141273e-01  -2.73782290e-02   4.00228038e-02
   -1.70279632e-01   1.32126117e-01]
 [  1.05799892e-01   1.29625138e-01   1.15809224e-01   3.19412499e-02
   -1.61066851e-01   4.48171638e-02  -9.41889725e-02  -2.70464651e-01
    1.05500045e-02  -5.39868210e-02]
 [  9.87129176e-03   1.75430441e-01   8.92963185e-02  -3.28342242e-02
   -6.50906070e-03   1.64846692e-01  -4.33766293e-02   1.18134546e-01
   -8.70916932e-03   1.89297617e-01]
 [  2.36144913e-01   1.16308887e-01   3.02754283e-02   7.31005635e-02
    4.42921255e-02  -3.57771253e-02  -2.99359153e-01   1.47872803e-01
   -4.99748168e-02  -1.60382531e-02]
 [  5.61915253e-02   1.10304419e-01   2.03689799e-02   5.06917383e-02
   -4.76878616e-01  -1.30456670e-01  -2.79438872e-01   4.11643421e-02
    1.25680162e-01   2.04000690e-01]
 [  5.39870329e-02   4.53260203e-01   1.28648708e-01   4.55544318e-01
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    3.02784609e-01   3.36262897e-01]
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   -1.52794273e+00  -6.69838474e-02  -3.45309238e-01   1.49067360e-01
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 [  1.89007000e-01   2.88015759e-01   2.30258771e-01   9.18278874e-02
   -7.64269564e-01   1.06687417e-01  -1.25029044e-01   1.57427887e-01
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 [ -1.00689031e-01   2.26266948e-01   2.30975320e-01  -1.98207286e-02
   -1.81555927e-01   1.46051385e-01  -5.47571596e-02  -1.79104777e-02
   -6.00081794e-02   1.55889817e-02]
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   -2.90167166e-01  -1.09887890e-01]
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   -2.10312446e-01   3.19539887e-02]
 [  8.36377159e-03  -5.02839349e-01  -1.29104928e-01  -1.65484439e-01
    3.66584085e-01   2.39829547e-02   2.20436707e-01   1.51531632e-01
   -1.67691213e-01  -2.24733529e-01]
 [ -3.75005157e-02  -5.32201731e-01  -2.15778922e-01  -2.66298309e-01
   -8.45911066e-01   4.33380262e-02   4.32205322e-01  -1.75637062e-01
   -2.96170135e-02  -3.86543908e-01]
 [ -6.42053583e-02  -8.67141700e-02   2.86368605e-01   9.21839326e-02
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   -4.47005007e-02   1.97767689e-02]
 [ -2.81890551e-01  -3.99505418e-02   3.77501595e-02   6.68009938e-02
    1.89352347e-01  -2.17377256e-01  -3.09516811e-02   2.37221001e-01
   -1.46505982e-02   1.45292066e-01]
 [  1.87168326e-01  -5.44962094e-02  -2.12897292e-01   1.51317124e-02
    1.47386617e-01  -3.36289366e-01   1.58435998e-02  -1.62360369e-01
    5.50707802e-02  -1.17490185e-01]
 [  2.79045938e-01  -2.07215733e-01   9.10771022e-02   8.78696265e-02
    1.15561116e-01  -8.69969950e-02  -2.73761149e-02  -1.30922228e-01
    1.87187469e-01  -7.47396253e-02]
 [ -8.41030680e-02  -1.23404673e-01   1.27839455e-01   1.29566168e-01
    4.49949004e-02  -1.25150600e-01   1.75223634e-01  -7.92042980e-02
    1.86352214e-01   2.52050063e-02]
 [ -1.67174125e-01  -3.68062802e-01   1.30673285e-01  -5.71525876e-01
   -8.64869167e-01   2.08903983e-01   3.33255606e-01  -1.41111589e-01
   -1.52687551e-01   4.23956902e-02]]
[[ 0.6081944 ]
 [ 2.08117165]
 [ 0.20547124]
 [ 0.99215697]
 [-3.15502967]
 [-0.41525852]
 [-1.99588399]
 [ 0.03080337]
 [ 0.64894033]
 [ 0.81720497]]
Progress: 92.3% ... Training loss: 0.216 ... Validation loss: 0.393[[  2.35995167e-01   7.91611533e-01  -7.46092369e-02   1.73163013e-01
    5.09904555e-03  -1.01528143e-01  -6.44165836e-02   1.18895605e-01
    2.08468590e-02   3.45338745e-01]
 [  8.63644427e-03   9.28611805e-02  -2.11947631e-02   4.40303223e-02
   -9.26003005e-04  -6.29677181e-03   3.54451484e-01   3.98231626e-02
    1.47140891e-01  -2.61974871e-02]
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 [ -8.43354321e-02  -1.24332567e-01   1.27753040e-01   1.29130597e-01
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    1.86085109e-01   2.49025956e-02]
 [ -1.67721207e-01  -3.69787095e-01   1.30504732e-01  -5.72420371e-01
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[[ 0.60220317]
 [ 2.0790333 ]
 [ 0.20206025]
 [ 0.98832714]
 [-3.15862545]
 [-0.4196231 ]
 [-1.99985677]
 [ 0.02624885]
 [ 0.64327705]
 [ 0.81171767]]
Progress: 92.4% ... Training loss: 0.219 ... Validation loss: 0.392[[  2.35672630e-01   7.91684519e-01  -7.46745506e-02   1.72567328e-01
    3.78198487e-03  -1.01249355e-01  -6.23396700e-02   1.18888108e-01
    2.06188473e-02   3.45185307e-01]
 [  9.09843272e-03   9.41559129e-02  -2.10406091e-02   4.48181799e-02
   -3.43803450e-03  -6.63165970e-03   3.53370317e-01   3.98439712e-02
    1.47625034e-01  -2.55815872e-02]
 [  2.03202678e-01   4.18770631e-01  -5.48635407e-03  -1.17406285e-01
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    5.15776556e-02   2.97563886e-01]
 [ -3.28638858e-02  -4.86254162e-01  -2.15352488e-01   1.92781120e-01
   -3.65171423e-01   2.01858738e-01   4.55755623e-01   5.54508920e-02
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 [ -6.05580035e-02  -2.86464114e-02  -1.38336920e-01   5.31588864e-02
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   -3.76014206e-02  -4.89956725e-02]
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   -1.99078467e-01  -2.41318307e-01]
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   -2.97981595e-01  -1.25476868e-01]
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   -7.30327250e-02   7.09267573e-02  -1.82345391e-02  -2.08819063e-02
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 [ -1.27660627e-01  -1.44601620e-01  -2.03090690e-01   1.41980760e-01
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   -3.06562525e-02  -5.68106235e-02]
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   -1.83249649e-01  -8.73716948e-02  -1.32823757e-02   1.58882043e-01
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 [ -1.68293049e-01  -3.71032373e-01   1.30315684e-01  -5.73500089e-01
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   -1.53769814e-01   4.10670547e-02]]
[[ 0.61056956]
 [ 2.08468338]
 [ 0.21093242]
 [ 0.99605156]
 [-3.15124589]
 [-0.41195681]
 [-1.99333254]
 [ 0.03447484]
 [ 0.65081188]
 [ 0.82119896]]
Progress: 92.5% ... Training loss: 0.216 ... Validation loss: 0.392[[  2.33579860e-01   7.85159087e-01  -7.53954696e-02   1.69211185e-01
    1.20009653e-02  -9.97491985e-02  -5.44511869e-02   1.18769338e-01
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   -3.78053538e-02  -4.92676528e-02]
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   -1.99131768e-01  -2.41391733e-01]
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   -8.31930109e-03   1.64454794e-01  -4.56758372e-02   1.18161409e-01
   -8.08721090e-03   1.90126662e-01]
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   -4.98131337e-02  -1.57964054e-02]
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   -3.08269949e-02  -3.88156063e-01]
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   -1.48688930e-02   1.44999303e-01]
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 [ -8.39250454e-02  -1.23359351e-01   1.27881934e-01   1.29639592e-01
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    1.86449644e-01   2.55317856e-02]
 [ -1.67237674e-01  -3.68509471e-01   1.30667476e-01  -5.72006096e-01
   -8.69641616e-01   2.08923246e-01   3.34491994e-01  -1.41110997e-01
   -1.52650512e-01   4.25206400e-02]]
[[ 0.60703833]
 [ 2.08319821]
 [ 0.20885315]
 [ 0.99191933]
 [-3.15511614]
 [-0.41582305]
 [-1.9984555 ]
 [ 0.0297768 ]
 [ 0.64703509]
 [ 0.81634031]]
Progress: 92.5% ... Training loss: 0.217 ... Validation loss: 0.390[[  2.33600054e-01   7.86705463e-01  -7.53549208e-02   1.69185521e-01
    1.26746963e-02  -9.97804870e-02  -5.42698891e-02   1.18779629e-01
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 [  9.25833878e-03   9.48419789e-02  -2.09959292e-02   4.50850724e-02
   -4.17516740e-03  -6.74037684e-03   3.53000188e-01   3.98535589e-02
    1.47779731e-01  -2.53897152e-02]
 [  1.99723742e-01   4.11558919e-01  -6.74385769e-03  -1.22766634e-01
    8.76259553e-01  -1.04015598e-02  -1.23530569e+00  -4.86351340e-02
    4.75817513e-02   2.93224270e-01]
 [ -3.32874432e-02  -4.85708879e-01  -2.15534917e-01   1.92180427e-01
   -3.60632454e-01   2.02179172e-01   4.58483409e-01   5.54095554e-02
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 [ -5.82659882e-02  -2.32509580e-02  -1.37534804e-01   5.70732600e-02
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   -1.83099962e-01  -8.88542159e-02]
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   -4.62600702e-01   2.34440864e-02   4.23116647e-01  -4.27976342e-02
   -3.65887916e-02  -4.77977470e-02]
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   -1.84134514e-01   1.19388993e-01   3.78117610e-01  -2.09021893e-02
   -1.98750802e-01  -2.40929024e-01]
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   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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   -2.97636276e-01  -1.25150192e-01]
 [  8.40896650e-02  -2.82005129e-01  -2.88483657e-02   8.64757783e-02
   -8.51155126e-02  -8.69601505e-02   3.35569307e-01  -3.83873490e-04
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 [  3.75303376e-02  -1.53184117e-01  -2.11085274e-01   1.37021833e-01
   -7.10346838e-02   7.11946342e-02  -1.71372494e-02  -2.09046566e-02
   -8.69694498e-02  -2.66330413e-04]
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   -5.90121677e-02   1.36172662e-01  -3.46246707e-02  -2.52712966e-01
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   -2.80560617e-02  -6.47818390e-02  -3.53849825e-02   1.19762916e-01
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 [  6.56582011e-02  -1.03346503e-01   8.47845299e-02   6.98290730e-02
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   -3.06150593e-02  -5.67214459e-02]
 [  1.84443605e-03  -2.85156115e-01  -3.00857282e-01  -7.40008963e-02
   -1.83911461e-01  -8.74197716e-02  -1.30295884e-02   1.58887580e-01
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 [  5.62545748e-02  -9.64506821e-02  -1.10513075e-01   6.61592808e-02
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   -1.44190713e-01  -4.14003240e-02]
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   -1.66016786e-01  -3.67963836e-01]
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    3.60480528e-02  -3.88820822e-01]
 [  1.51836764e-02  -6.44954288e-01  -4.46095629e-02  -1.03719381e-01
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   -3.63502551e-01  -2.16166793e-01]
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   -7.36056011e-02   9.07074841e-02]
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   -8.94682447e-02  -1.30605294e-01]
 [ -2.29125271e-01  -4.45541563e-01   2.44489537e-01  -2.64826625e-01
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   -2.76749058e-01  -4.29237282e-02]
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   -4.43173611e-02  -1.56070009e-01]
 [  4.86349265e-02   2.48441121e-01   1.42103981e-01  -1.66725867e-01
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 [  3.67980499e-01   4.18466354e-01  -7.46636649e-02   2.82054189e-01
   -9.90351609e-01  -2.82153695e-01  -5.07673062e-01   1.77810847e-01
    4.02610760e-01   4.26032081e-03]
 [  7.37308586e-02   9.90896935e-02   2.64788002e-01   2.74319808e-01
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   -1.08835277e-01  -2.59284970e-01]
 [  3.55635351e-02  -1.36520886e-01  -1.18388148e-01  -4.85461307e-02
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 [  3.08846831e-02  -2.16203566e-02  -6.06851746e-02  -2.52665835e-02
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 [  5.26856430e-02   1.65656867e-01   2.50042161e-01   9.51305024e-02
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   -1.69800716e-01   1.32768896e-01]
 [  1.05380298e-01   1.27972449e-01   1.15650970e-01   3.10993064e-02
   -1.58176073e-01   4.50922714e-02  -9.36016609e-02  -2.70487407e-01
    1.00904381e-02  -5.46561344e-02]
 [  1.04323268e-02   1.77663841e-01   8.94692346e-02  -3.22626586e-02
   -7.93834275e-03   1.64536569e-01  -4.58726888e-02   1.18155602e-01
   -8.17669296e-03   1.90022546e-01]
 [  2.35849404e-01   1.14639830e-01   3.01378643e-02   7.21558157e-02
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   -5.03929833e-02  -1.65316721e-02]
 [  5.55647039e-02   1.08933069e-01   2.01388806e-02   4.95936463e-02
   -4.74748734e-01  -1.30029332e-01  -2.78128008e-01   4.11252660e-02
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 [  5.50180451e-02   4.57144055e-01   1.29026590e-01   4.57239561e-01
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 [  1.89586552e-01   2.90680076e-01   2.30506339e-01   9.30167298e-02
   -7.69863981e-01   1.06285169e-01  -1.25710783e-01   1.57470089e-01
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   -5.96820197e-02   1.59694665e-02]
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   -2.89949582e-01  -1.09527289e-01]
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   -2.10560983e-01   3.16365697e-02]
 [  8.42456995e-03  -5.02754226e-01  -1.29091268e-01  -1.65432394e-01
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   -1.67638491e-01  -2.24640767e-01]
 [ -3.89208487e-02  -5.37801769e-01  -2.16292352e-01  -2.68912270e-01
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   -3.10858916e-02  -3.88481403e-01]
 [ -6.31003158e-02  -8.40760765e-02   2.86749520e-01   9.39592540e-02
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   -4.36185875e-02   2.12987477e-02]
 [ -2.82175621e-01  -4.14744410e-02   3.76756617e-02   6.62913151e-02
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   -1.49058135e-02   1.44992280e-01]
 [  1.87233996e-01  -5.55257104e-02  -2.12877602e-01   1.53014431e-02
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    5.50817810e-02  -1.17310860e-01]
 [  2.80131403e-01  -2.03661159e-01   9.14891685e-02   8.98404130e-02
    1.10628317e-01  -8.78234691e-02  -2.82773644e-02  -1.30863985e-01
    1.88460089e-01  -7.33134400e-02]
 [ -8.36455499e-02  -1.23244157e-01   1.27968770e-01   1.29928849e-01
    4.66965863e-02  -1.25382926e-01   1.73914255e-01  -7.91871203e-02
    1.86689891e-01   2.58940872e-02]
 [ -1.68387373e-01  -3.71338477e-01   1.30266682e-01  -5.73756882e-01
   -8.66882789e-01   2.09716920e-01   3.38506556e-01  -1.41167911e-01
   -1.53936647e-01   4.10472291e-02]]
[[ 0.60506994]
 [ 2.08177241]
 [ 0.20735649]
 [ 0.99449277]
 [-3.16041039]
 [-0.41783934]
 [-1.99581503]
 [ 0.02941481]
 [ 0.64647415]
 [ 0.81505659]]
Progress: 92.5% ... Training loss: 0.218 ... Validation loss: 0.391[[  2.36322371e-01   7.97654313e-01  -7.43098480e-02   1.73721648e-01
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 [ -8.33643971e-02  -1.22000667e-01   1.28072718e-01   1.30396384e-01
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 [ -1.68951726e-01  -3.72075548e-01   1.30065418e-01  -5.74880645e-01
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[[ 0.61245924]
 [ 2.09101807]
 [ 0.21494099]
 [ 1.00077099]
 [-3.15497833]
 [-0.41482403]
 [-1.99391329]
 [ 0.03493614]
 [ 0.65280813]
 [ 0.82176731]]
Progress: 92.6% ... Training loss: 0.217 ... Validation loss: 0.394[[  2.34997980e-01   7.94321161e-01  -7.48017605e-02   1.71384137e-01
    8.01594500e-03  -1.00585185e-01  -5.76261378e-02   1.18838628e-01
    1.99696295e-02   3.45007680e-01]
 [  9.85284692e-03   9.67302243e-02  -2.07765394e-02   4.60984293e-02
   -7.54165456e-03  -7.12495620e-03   3.51433788e-01   3.98844663e-02
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 [  1.99067850e-01   4.05023207e-01  -7.00816362e-03  -1.23725476e-01
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    4.69910072e-02   2.92314947e-01]
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   -3.85270574e-02  -5.01766501e-02]
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   -1.97664748e-01  -2.39470647e-01]
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   -2.98037865e-01  -1.25677120e-01]
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   -1.65811441e-01  -1.22696400e-02   1.12225458e-01   1.17412666e-01
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 [ -1.68206674e-01  -3.68959697e-01   1.30294168e-01  -5.74051134e-01
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[[ 0.60071382]
 [ 2.08363267]
 [ 0.20452846]
 [ 0.98921962]
 [-3.16280848]
 [-0.42397845]
 [-2.00488828]
 [ 0.02557285]
 [ 0.64110509]
 [ 0.81047465]]
Progress: 92.7% ... Training loss: 0.219 ... Validation loss: 0.391[[  2.34065877e-01   7.91390557e-01  -7.51653182e-02   1.69732183e-01
    8.77466235e-03  -9.98292421e-02  -5.43164150e-02   1.18792627e-01
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   -3.83202209e-02  -4.99101072e-02]
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   -1.98233456e-01  -2.40148566e-01]
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   -1.69632165e-01   1.32961972e-01]
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   -1.51699618e-01   4.59655513e-02  -9.00805985e-02  -2.70559869e-01
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 [  1.08657982e-02   1.79316847e-01   8.96142786e-02  -3.19688190e-02
   -9.06796337e-03   1.64271495e-01  -4.76019293e-02   1.18167711e-01
   -7.75828913e-03   1.90678520e-01]
 [  2.35951302e-01   1.15049356e-01   3.01606156e-02   7.22404580e-02
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   -5.03197311e-02  -1.64383413e-02]
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   -7.68296957e-01   1.06757185e-01  -1.23652998e-01   1.57434990e-01
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   -1.67681544e-01  -2.24721196e-01]
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   -4.23905989e-02   2.27737730e-02]
 [ -2.81673700e-01  -4.13419810e-02   3.78417565e-02   6.70674019e-02
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   -1.43320348e-02   1.45637674e-01]
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 [ -8.33254114e-02  -1.22241883e-01   1.28058329e-01   1.30488437e-01
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    1.86826146e-01   2.61057972e-02]
 [ -1.68166391e-01  -3.69251048e-01   1.30316480e-01  -5.74051084e-01
   -8.73392380e-01   2.09672200e-01   3.35701305e-01  -1.41163921e-01
   -1.53879812e-01   4.12015491e-02]]
[[ 0.59881214]
 [ 2.0817242 ]
 [ 0.2070289 ]
 [ 0.98876644]
 [-3.16130031]
 [-0.42252719]
 [-2.00232175]
 [ 0.0260191 ]
 [ 0.64251179]
 [ 0.81057114]]
Progress: 92.7% ... Training loss: 0.219 ... Validation loss: 0.393[[  2.35731496e-01   7.98220890e-01  -7.45253016e-02   1.72640097e-01
    1.78342573e-03  -1.00984336e-01  -5.88535666e-02   1.18870009e-01
    2.04887194e-02   3.45721167e-01]
 [  9.91655311e-03   9.70829651e-02  -2.07540892e-02   4.61856008e-02
   -8.42080907e-03  -7.18934204e-03   3.51961948e-01   3.98880547e-02
    1.48526546e-01  -2.44637603e-02]
 [  1.99847352e-01   4.07215708e-01  -6.65700843e-03  -1.22626898e-01
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    4.78833022e-02   2.93086071e-01]
 [ -3.45477320e-02  -4.91493063e-01  -2.15918699e-01   1.90461210e-01
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 [ -6.21642186e-02  -3.27620842e-02  -1.38595986e-01   5.09271641e-02
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   -1.86979245e-01  -9.35977366e-02]
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   -3.94890101e-02  -5.13144668e-02]
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   -1.97810808e-01  -2.39662267e-01]
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   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.95227240e-01  -3.65455849e-01   9.09410440e-02   1.96259882e-01
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   -2.98122062e-01  -1.25762207e-01]
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   -8.75116054e-02  -9.64997100e-04]
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   -5.71309575e-02   1.36236631e-01  -3.36955326e-02  -2.52719068e-01
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 [  6.54346849e-02  -1.04255930e-01   8.47284552e-02   6.94669765e-02
   -1.64849076e-01  -1.15878454e-02   1.13742515e-01   1.17370636e-01
   -3.07824004e-02  -5.67996800e-02]
 [  1.88881991e-03  -2.85522989e-01  -3.00812135e-01  -7.36881841e-02
   -1.89653956e-01  -8.74584838e-02  -1.28870010e-02   1.58886382e-01
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 [  5.55567624e-02  -9.95767762e-02  -1.10765346e-01   6.47955818e-02
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   -1.45083443e-01  -4.25451170e-02]
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   -1.65493160e-01  -3.67332214e-01]
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 [  1.51334686e-02  -6.45913523e-01  -4.46555639e-02  -1.03875089e-01
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   -3.63622194e-01  -2.16298735e-01]
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   -8.96356800e-02  -1.30789323e-01]
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 [  7.43677054e-02   1.00965043e-01   2.65014342e-01   2.75320605e-01
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[[ 0.60064969]
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 [ 0.64335003]
 [ 0.81291983]]
Progress: 92.8% ... Training loss: 0.216 ... Validation loss: 0.392[[  2.35875490e-01   7.99137395e-01  -7.44555605e-02   1.72884291e-01
    3.19930981e-03  -1.01143944e-01  -5.85902052e-02   1.18877286e-01
    2.07983001e-02   3.46220383e-01]
 [  1.01775696e-02   9.78734350e-02  -2.06628415e-02   4.66231484e-02
   -9.77929136e-03  -7.37045702e-03   3.51171400e-01   3.98993354e-02
    1.48786356e-01  -2.41377557e-02]
 [  1.98676220e-01   4.04568800e-01  -7.15424225e-03  -1.24808730e-01
    8.72555531e-01  -9.36919525e-03  -1.23541840e+00  -4.87087558e-02
    4.67081693e-02   2.91617178e-01]
 [ -3.45501695e-02  -4.91554817e-01  -2.15916805e-01   1.91035618e-01
   -3.64291401e-01   2.03351495e-01   4.65900277e-01   5.53245826e-02
    5.04547079e-02   2.55934817e-01]
 [ -6.15331408e-02  -2.95417567e-02  -1.38304336e-01   5.19882118e-02
   -1.38937824e-01  -1.98814319e-01   1.41204710e-01  -1.12543599e-01
   -1.86613764e-01  -9.32187516e-02]
 [ -3.83622803e-01  -7.24668846e-01  -3.01660988e-01   1.40167626e-01
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   -3.87587672e-02  -5.04256254e-02]
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   -4.79134372e-01  -2.53299045e-02   1.94843385e-01   1.06328741e-01
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 [  1.49196250e-02  -6.40259521e-01   5.60834534e-02  -1.56104629e-01
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   -1.97091118e-01  -2.38835778e-01]
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   -2.97606068e-01  -1.25134056e-01]
 [  8.30647519e-02  -2.85080970e-01  -2.92181516e-02   8.46199667e-02
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 [  3.70637685e-02  -1.54258319e-01  -2.11227822e-01   1.36344161e-01
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   -8.75026184e-02  -9.61367321e-04]
 [ -1.28030869e-01  -1.47407215e-01  -2.03238696e-01   1.41002699e-01
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 [  6.68046444e-02  -1.00219301e-01   8.51892938e-02   7.16232132e-02
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   -2.93015732e-02  -5.49917115e-02]
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   -1.65480860e-01  -3.67309508e-01]
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 [  1.54892291e-02  -6.45479277e-01  -4.45320110e-02  -1.03277577e-01
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   -3.63256414e-01  -2.15814782e-01]
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   -8.97700882e-02  -1.30958207e-01]
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 [  3.66658418e-01   4.17090225e-01  -7.50030007e-02   2.79978036e-01
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 [  7.45015801e-02   1.01195478e-01   2.65073891e-01   2.75571964e-01
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 [  3.58738607e-02  -1.36146273e-01  -1.18283008e-01  -4.82385643e-02
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 [  5.22932358e-02   1.64317889e-01   2.49879625e-01   9.42287792e-02
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   -1.70260796e-01   1.32183885e-01]
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   -1.51302071e-01   4.59599958e-02  -9.02082951e-02  -2.70559026e-01
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 [  1.13209756e-02   1.80905875e-01   8.97660183e-02  -3.12842911e-02
   -8.99842479e-03   1.63972579e-01  -4.89446178e-02   1.18185695e-01
   -7.29641470e-03   1.91204054e-01]
 [  2.36265089e-01   1.15613558e-01   3.02701380e-02   7.26102181e-02
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   -4.99719814e-02  -1.60526657e-02]
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 [  1.88123036e-01   2.86358032e-01   2.30050612e-01   9.10392495e-02
   -7.66817107e-01   1.07239894e-01  -1.21951915e-01   1.57403740e-01
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   -5.98193670e-02   1.58637551e-02]
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   -2.89987432e-01  -1.09581388e-01]
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   -2.09712914e-01   3.25824699e-02]
 [  8.26959727e-03  -5.03091441e-01  -1.29118964e-01  -1.65667148e-01
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   -1.67771333e-01  -2.24833200e-01]
 [ -4.20563844e-02  -5.46376515e-01  -2.17386143e-01  -2.74132669e-01
   -8.48130098e-01   4.65828000e-02   4.45135041e-01  -1.75883405e-01
   -3.45332559e-02  -3.92827161e-01]
 [ -6.17155545e-02  -8.21583818e-02   2.87192210e-01   9.62111963e-02
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   -4.22038299e-02   2.30523010e-02]
 [ -2.80371441e-01  -3.85472842e-02   3.83176741e-02   6.92668964e-02
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   -1.28409156e-02   1.47478587e-01]
 [  1.87732593e-01  -5.38844487e-02  -2.12561105e-01   1.67311931e-02
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    5.57768524e-02  -1.16237184e-01]
 [  2.77800256e-01  -2.11689259e-01   9.06548774e-02   8.56958650e-02
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    1.85952578e-01  -7.64025950e-02]
 [ -8.33243652e-02  -1.23031601e-01   1.28073853e-01   1.30735249e-01
    4.36835988e-02  -1.25655280e-01   1.72168030e-01  -7.91783945e-02
    1.87098744e-01   2.62673515e-02]
 [ -1.67653070e-01  -3.66787632e-01   1.30459635e-01  -5.73596916e-01
   -8.78670009e-01   2.09413501e-01   3.32600354e-01  -1.41151103e-01
   -1.53393525e-01   4.19187106e-02]]
[[ 0.60020435]
 [ 2.08539577]
 [ 0.20857373]
 [ 0.99102644]
 [-3.15664702]
 [-0.41994387]
 [-1.99925175]
 [ 0.02900294]
 [ 0.64225488]
 [ 0.81423978]]
Progress: 92.8% ... Training loss: 0.216 ... Validation loss: 0.393[[  2.38183451e-01   8.06497537e-01  -7.36010041e-02   1.76720438e-01
   -2.13922131e-03  -1.02650681e-01  -6.43115702e-02   1.18993632e-01
    2.32294348e-02   3.49426533e-01]
 [  1.01888473e-02   9.79147408e-02  -2.06592724e-02   4.66410243e-02
   -9.81843229e-03  -7.37737759e-03   3.51140423e-01   3.98998869e-02
    1.48797939e-01  -2.41224615e-02]
 [  2.00027157e-01   4.09483204e-01  -6.71012064e-03  -1.22301781e-01
    8.65773950e-01  -1.02911736e-02  -1.24063209e+00  -4.86422537e-02
    4.81651645e-02   2.93328701e-01]
 [ -3.21262785e-02  -4.83943560e-01  -2.15059372e-01   1.95060654e-01
   -3.76655315e-01   2.01607295e-01   4.57666920e-01   5.54427016e-02
    5.29428993e-02   2.58827076e-01]
 [ -6.03762596e-02  -2.56483069e-02  -1.37763037e-01   5.42326188e-02
   -1.43235150e-01  -1.99627955e-01   1.38871599e-01  -1.12481671e-01
   -1.85155172e-01  -9.15270188e-02]
 [ -3.83047374e-01  -7.23571137e-01  -3.01412760e-01   1.40997498e-01
   -4.59901400e-01   2.42251755e-02   4.27016059e-01  -4.28703173e-02
   -3.81543023e-02  -4.95178185e-02]
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   -3.54450603e-01  -6.57235746e-02   1.67893671e-01  -1.98123372e-01
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 [  6.59578454e-02  -6.15742256e-01   1.05465715e-02  -1.46717379e-01
   -4.83798599e-01  -2.59982532e-02   1.91992479e-01   1.06382528e-01
    3.02540032e-02  -6.69936756e-02]
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   -2.84838833e-01   5.39043738e-02  -1.69264101e-02  -3.13366084e-02
    3.00618928e-01  -1.15911333e-01]
 [  1.75013336e-02  -6.34499072e-01   5.70216461e-02  -1.51953005e-01
   -6.66464252e-01  -1.06176196e-01   1.90886358e-01  -1.27436317e-01
   -3.18019385e-02   1.51229708e-02]
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   -1.97865162e-01  -2.39690880e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94356113e-01  -3.63497893e-01   9.12963834e-02   1.97668071e-01
   -1.87287637e-01  -6.00946749e-02   1.31607970e-01  -2.63627070e-01
   -2.97125019e-01  -1.24478953e-01]
 [  8.36184241e-02  -2.84095193e-01  -2.90161563e-02   8.54784363e-02
   -8.29116220e-02  -8.67357698e-02   3.37668647e-01  -4.12712918e-04
    5.69261123e-03  -2.65686543e-02]
 [  3.62096602e-02  -1.56464398e-01  -2.11521120e-01   1.34939626e-01
   -6.58424375e-02   7.20886614e-02  -1.48518760e-02  -2.09722107e-02
   -8.84579135e-02  -2.03627954e-03]
 [ -1.27743389e-01  -1.46717402e-01  -2.03143917e-01   1.41492768e-01
   -5.92889292e-02   1.35692246e-01  -3.57290108e-02  -2.52685606e-01
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 [ -6.23362413e-02  -1.69350012e-01   2.77691152e-01   1.03933431e-01
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    9.03088245e-02   7.59510274e-02]
 [  6.73602879e-02  -9.85119632e-02   8.54115802e-02   7.26730831e-02
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   -2.86406694e-02  -5.41707837e-02]
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 [ -8.25803619e-02  -1.21523543e-01   1.28361500e-01   1.31868599e-01
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    1.87921152e-01   2.72775704e-02]
 [ -1.67337493e-01  -3.65788090e-01   1.30575600e-01  -5.73038229e-01
   -8.79493064e-01   2.09202015e-01   3.31262286e-01  -1.41139152e-01
   -1.53068836e-01   4.23657433e-02]]
[[ 0.61083107]
 [ 2.09212819]
 [ 0.2172452 ]
 [ 1.00236976]
 [-3.15309748]
 [-0.4120437 ]
 [-1.98790807]
 [ 0.0390882 ]
 [ 0.65413909]
 [ 0.82669845]]
Progress: 92.8% ... Training loss: 0.217 ... Validation loss: 0.397[[  2.37173273e-01   8.03964965e-01  -7.39258366e-02   1.74853677e-01
   -3.66088576e-03  -1.02020688e-01  -6.27926640e-02   1.18928461e-01
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   -1.30023663e-02  -7.84583263e-03   3.49297268e-01   3.99444969e-02
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 [  2.00529501e-01   4.09984323e-01  -6.53498037e-03  -1.21437321e-01
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   -1.98110211e-01  -2.40034639e-01]
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   -1.48350642e-01   4.64063594e-02  -8.82066102e-02  -2.70595113e-01
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 [  1.11400500e-02   1.80586963e-01   8.97114361e-02  -3.16055885e-02
   -8.25804707e-03   1.64060326e-01  -4.85147071e-02   1.18174763e-01
   -7.45648797e-03   1.91043706e-01]
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   -4.97360977e-02  -1.57986325e-02]
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   -4.10235625e-02   2.45990389e-02]
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 [ -8.25960878e-02  -1.21546829e-01   1.28341972e-01   1.31736474e-01
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    1.87749525e-01   2.70536275e-02]
 [ -1.67901697e-01  -3.66988674e-01   1.30369623e-01  -5.73978914e-01
   -8.80406393e-01   2.09631841e-01   3.31397430e-01  -1.41179120e-01
   -1.53710160e-01   4.14942753e-02]]
[[ 0.60249886]
 [ 2.08634288]
 [ 0.21134036]
 [ 0.99329296]
 [-3.15318622]
 [-0.41841342]
 [-1.99790354]
 [ 0.03263176]
 [ 0.64593719]
 [ 0.8200756 ]]
Progress: 92.9% ... Training loss: 0.215 ... Validation loss: 0.393[[  2.38285626e-01   8.09818853e-01  -7.35141991e-02   1.76761231e-01
   -6.52707145e-03  -1.02703114e-01  -6.61105450e-02   1.18991053e-01
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 [  1.09442614e-02   9.98687867e-02  -2.03797039e-02   4.78350328e-02
   -1.34565761e-02  -7.88604062e-03   3.49151415e-01   3.99477141e-02
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 [  2.01857513e-01   4.14533645e-01  -6.03860637e-03  -1.19359088e-01
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    5.00849076e-02   2.95981336e-01]
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   -1.84039382e-01  -8.96892148e-02]
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   -3.89290012e-02  -5.06490316e-02]
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   -2.85955226e-01   5.37540607e-02  -1.84030421e-02  -3.13246452e-02
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   -1.97895129e-01  -2.39719970e-01]
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   -2.97523599e-01  -1.25020425e-01]
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   -8.87849087e-02  -2.47941440e-03]
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   -5.87563396e-02   1.36147663e-01  -3.43287462e-02  -2.52731946e-01
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   -1.75383315e-01  -1.33214061e-02   1.05666976e-01   1.17503324e-01
   -2.79055572e-02  -5.33275194e-02]
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   -1.97291707e-01  -8.81884651e-02  -1.48474524e-02   1.58931991e-01
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 [  5.46132929e-02  -1.02127533e-01  -1.11125243e-01   6.30736846e-02
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[[ 0.61145561]
 [ 2.09518869]
 [ 0.21938378]
 [ 0.99951962]
 [-3.15129558]
 [-0.41313878]
 [-1.99261278]
 [ 0.03833226]
 [ 0.65363771]
 [ 0.82794868]]
Progress: 93.0% ... Training loss: 0.217 ... Validation loss: 0.395[[  2.37004271e-01   8.07295143e-01  -7.39811561e-02   1.74577201e-01
   -2.49584944e-03  -1.01856227e-01  -6.41981595e-02   1.18909382e-01
    2.15021383e-02   3.47195490e-01]
 [  1.10535675e-02   1.00100054e-01  -2.03420714e-02   4.80312355e-02
   -1.44824464e-02  -7.95560663e-03   3.48848459e-01   3.99538398e-02
    1.49716456e-01  -2.29865604e-02]
 [  2.01381812e-01   4.12720386e-01  -6.22236704e-03  -1.19914791e-01
    8.59281493e-01  -1.14427275e-02  -1.24205658e+00  -4.85444870e-02
    4.95559985e-02   2.95336117e-01]
 [ -3.19230501e-02  -4.77329091e-01  -2.14883382e-01   1.95572479e-01
   -3.79888695e-01   2.01676608e-01   4.51959335e-01   5.54675982e-02
    5.26542997e-02   2.58771757e-01]
 [ -5.82076061e-02  -2.00313074e-02  -1.36872402e-01   5.78589443e-02
   -1.51956594e-01  -2.01177156e-01   1.30820378e-01  -1.12371532e-01
   -1.82556912e-01  -8.77620374e-02]
 [ -3.84266049e-01  -7.27062826e-01  -3.01868016e-01   1.38895545e-01
   -4.58167286e-01   2.51114463e-02   4.29206274e-01  -4.29592932e-02
   -3.96497860e-02  -5.15652824e-02]
 [ -3.05916042e-02  -4.93945954e-01   1.64497529e-03   3.37405074e-02
   -3.55643003e-01  -6.53592030e-02   1.67077152e-01  -1.98150808e-01
    1.80288333e-01   4.03884566e-02]
 [  6.50657968e-02  -6.18129224e-01   1.02140277e-02  -1.48039888e-01
   -4.85744997e-01  -2.54581426e-02   1.94255950e-01   1.06315751e-01
    2.91297462e-02  -6.82501627e-02]
 [ -1.67201551e-01  -2.42763149e-01  -2.95184752e-01  -1.09482843e-02
   -2.84668759e-01   5.45887420e-02  -1.38601341e-02  -3.14112971e-02
    2.99664364e-01  -1.17410503e-01]
 [  1.36170114e-02  -6.44736143e-01   5.56557644e-02  -1.58503556e-01
   -6.60710627e-01  -1.03609739e-01   2.01531812e-01  -1.27702574e-01
   -3.61396001e-02   9.51647663e-03]
 [ -6.37964228e-02  -3.32224487e-01   1.48497624e-02  -1.09405978e-01
   -4.65156986e-01  -1.59337354e-02   2.81792743e-01  -1.03074205e-01
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   -2.00232686e-01   1.18175391e-01   3.71855852e-01  -2.08099333e-02
   -1.97005218e-01  -2.38694015e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94930176e-01  -3.65003899e-01   9.10705124e-02   1.96649999e-01
   -1.85502080e-01  -5.96184991e-02   1.32533323e-01  -2.63666048e-01
   -2.97862453e-01  -1.25447381e-01]
 [  8.28352270e-02  -2.86266851e-01  -2.92735807e-02   8.42255014e-02
   -8.31122932e-02  -8.62743382e-02   3.39439562e-01  -4.62373231e-04
    4.87855598e-03  -2.76716479e-02]
 [  3.59571012e-02  -1.57202645e-01  -2.11604135e-01   1.34569867e-01
   -6.52599084e-02   7.22723383e-02  -1.46283735e-02  -2.09950346e-02
   -8.87727913e-02  -2.45804282e-03]
 [ -1.29039782e-01  -1.50380831e-01  -2.03596073e-01   1.39262994e-01
   -5.64798254e-02   1.36520005e-01  -3.27279319e-02  -2.52765887e-01
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 [ -6.15371200e-02  -1.67248879e-01   2.78002088e-01   1.05228444e-01
   -3.75988299e-02  -6.69793728e-02  -4.41593139e-02   1.19935602e-01
    9.11019489e-02   7.68991285e-02]
 [  6.73621586e-02  -9.79685098e-02   8.54178466e-02   7.26542888e-02
   -1.73857378e-01  -1.28762253e-02   1.07509142e-01   1.17462283e-01
   -2.86363321e-02  -5.42152903e-02]
 [  2.67400089e-03  -2.83180835e-01  -3.00498310e-01  -7.21770708e-02
   -1.97825936e-01  -8.80734832e-02  -1.41083428e-02   1.58922165e-01
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 [  5.43272455e-02  -1.03325675e-01  -1.11239169e-01   6.25893095e-02
   -3.91059076e-01   3.13255530e-01   3.42793659e-01   2.03455300e-01
   -1.46538211e-01  -4.44736309e-02]
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   -7.62390579e-03   3.94764308e-02]
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   -1.65330970e-01  -3.67131806e-01]
 [ -9.92435895e-03  -5.76155360e-01  -3.07101596e-02  -6.63482547e-02
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    3.65493777e-02  -3.88300617e-01]
 [  1.51799792e-02  -6.46374553e-01  -4.46386730e-02  -1.03766106e-01
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   -3.63602266e-01  -2.16227887e-01]
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   -7.32964370e-02   9.11766686e-02]
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   -8.94954086e-02  -1.30555320e-01]
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   -2.77980988e-01  -4.44269607e-02]
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   -4.46714484e-02  -1.56557176e-01]
 [  5.11310234e-02   2.56273758e-01   1.42932912e-01  -1.62689945e-01
   -2.52090970e-01   8.13045091e-02  -9.78465554e-02   2.75493789e-01
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 [  3.67076399e-01   4.20142872e-01  -7.47924861e-02   2.80861868e-01
   -9.96661947e-01  -2.81542887e-01  -5.06461367e-01   1.77784500e-01
    4.01589483e-01   3.43870898e-03]
 [  7.49554336e-02   1.02025257e-01   2.65274829e-01   2.76289499e-01
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   -1.07483764e-01  -2.57640365e-01]
 [  3.64530785e-02  -1.35229536e-01  -1.18047428e-01  -4.72934751e-02
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 [  3.17771601e-02  -1.99939161e-02  -6.03601276e-02  -2.39141223e-02
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    6.18923637e-02   3.25900340e-02]
 [  5.19151766e-02   1.63565139e-01   2.49753804e-01   9.34170743e-02
   -1.21517479e-01  -1.54936091e-01  -2.69241767e-02   3.99940982e-02
   -1.70777790e-01   1.31602739e-01]
 [  1.03865240e-01   1.23208539e-01   1.15086317e-01   2.82209708e-02
   -1.50365219e-01   4.60452196e-02  -8.95694550e-02  -2.70566241e-01
    8.42736769e-03  -5.67055116e-02]
 [  1.12474226e-02   1.80817424e-01   8.97550565e-02  -3.15354575e-02
   -7.89475832e-03   1.63995142e-01  -4.88579073e-02   1.18183459e-01
   -7.32847731e-03   1.91181060e-01]
 [  2.36818748e-01   1.16560300e-01   3.04354586e-02   7.33723205e-02
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   -4.94987283e-02  -1.54841522e-02]
 [  5.63512063e-02   1.11280586e-01   2.04260360e-02   5.08220237e-02
   -4.77494429e-01  -1.30681904e-01  -2.79288939e-01   4.11668635e-02
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 [  5.32937339e-02   4.52109116e-01   1.28391619e-01   4.54678426e-01
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 [  1.86902357e-01   2.83729259e-01   2.29677480e-01   8.93180289e-02
   -7.67218764e-01   1.08020076e-01  -1.18309393e-01   1.57336064e-01
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 [ -1.00011649e-01   2.29464957e-01   2.31158244e-01  -1.86513036e-02
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   -5.93198342e-02   1.65112168e-02]
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   -2.90335550e-01  -1.10010860e-01]
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   -2.09695070e-01   3.25668958e-02]
 [  8.71321181e-03  -5.02327673e-01  -1.28960646e-01  -1.64994712e-01
    3.63129486e-01   2.37188486e-02   2.18582176e-01   1.51552263e-01
   -1.67313620e-01  -2.24209683e-01]
 [ -4.57187558e-02  -5.55274133e-01  -2.18656116e-01  -2.80034635e-01
   -8.46373987e-01   4.90965516e-02   4.53264229e-01  -1.76123679e-01
   -3.85389131e-02  -3.98021440e-01]
 [ -5.97956314e-02  -7.76092363e-02   2.87893165e-01   9.93935706e-02
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   -4.00700598e-02   2.56279219e-02]
 [ -2.79946331e-01  -3.79910540e-02   3.84950279e-02   7.00162673e-02
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   -1.23894815e-02   1.47914334e-01]
 [  1.87857687e-01  -5.26191720e-02  -2.12444450e-01   1.72407821e-02
    1.47496833e-01  -3.37013688e-01   1.34492535e-02  -1.62303953e-01
    5.57812578e-02  -1.16083133e-01]
 [  2.77632926e-01  -2.12438125e-01   9.05823044e-02   8.53670806e-02
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    1.85782913e-01  -7.65068783e-02]
 [ -8.40239885e-02  -1.25831070e-01   1.27831994e-01   1.29354666e-01
    4.65451927e-02  -1.25158883e-01   1.73927869e-01  -7.92339042e-02
    1.86232172e-01   2.50612378e-02]
 [ -1.66414706e-01  -3.62689773e-01   1.30905578e-01  -5.71861798e-01
   -8.86617804e-01   2.08563629e-01   3.26815127e-01  -1.41102243e-01
   -1.52149935e-01   4.35338333e-02]]
[[ 0.59973369]
 [ 2.08866017]
 [ 0.20799189]
 [ 0.98901236]
 [-3.1553202 ]
 [-0.42320942]
 [-2.00504816]
 [ 0.02744979]
 [ 0.64012022]
 [ 0.81663799]]
Progress: 93.0% ... Training loss: 0.216 ... Validation loss: 0.390[[  2.37094774e-01   8.09156874e-01  -7.39122816e-02   1.75001255e-01
   -3.82428691e-03  -1.01842174e-01  -6.36769318e-02   1.18915747e-01
    2.16018331e-02   3.47325072e-01]
 [  1.10235462e-02   9.99725585e-02  -2.03527338e-02   4.79836394e-02
   -1.43767393e-02  -7.93786226e-03   3.48958703e-01   3.99528526e-02
    1.49685991e-01  -2.30296468e-02]
 [  2.01963819e-01   4.15883068e-01  -5.98444765e-03  -1.18852355e-01
    8.59571116e-01  -1.17602283e-02  -1.24370592e+00  -4.85146047e-02
    5.01792881e-02   2.96339569e-01]
 [ -3.43687669e-02  -4.82555784e-01  -2.15746667e-01   1.91639935e-01
   -3.72324201e-01   2.03413746e-01   4.56228789e-01   5.53552697e-02
    4.98997620e-02   2.55595983e-01]
 [ -5.85760094e-02  -2.25847487e-02  -1.36963867e-01   5.74083898e-02
   -1.53193010e-01  -2.01072536e-01   1.35296923e-01  -1.12382560e-01
   -1.82936353e-01  -8.82205288e-02]
 [ -3.83475843e-01  -7.24692551e-01  -3.01604987e-01   1.40215441e-01
   -4.60493686e-01   2.45707461e-02   4.27945398e-01  -4.29235887e-02
   -3.88212375e-02  -5.06158492e-02]
 [ -3.09867951e-02  -4.94829233e-01   1.53645443e-03   3.32053842e-02
   -3.55535909e-01  -6.50306359e-02   1.67433778e-01  -1.98168636e-01
    1.79877289e-01   3.99021375e-02]
 [  6.48962215e-02  -6.18487742e-01   1.01726093e-02  -1.48107291e-01
   -4.86333494e-01  -2.53343875e-02   1.95566992e-01   1.06309336e-01
    2.89253641e-02  -6.85356146e-02]
 [ -1.67456701e-01  -2.43815524e-01  -2.95233226e-01  -1.14186142e-02
   -2.84339389e-01   5.46911417e-02  -1.33211032e-02  -3.14223871e-02
    2.99420877e-01  -1.17742686e-01]
 [  1.50788709e-02  -6.39794731e-01   5.61920794e-02  -1.55961297e-01
   -6.66852002e-01  -1.04551882e-01   1.98389745e-01  -1.27636507e-01
   -3.45854016e-02   1.13411978e-02]
 [ -6.49529514e-02  -3.35903085e-01   1.44780867e-02  -1.11181057e-01
   -4.61702421e-01  -1.52111120e-02   2.85037932e-01  -1.03125042e-01
    2.19652994e-02  -6.83005804e-02]
 [ -1.67912038e-01  -5.02929364e-01  -8.08476972e-02   5.60512975e-03
   -2.00024308e-01   1.18408933e-01   3.72698552e-01  -2.08247933e-02
   -1.97349963e-01  -2.39155426e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.95020829e-01  -3.64632630e-01   9.10391385e-02   1.96502601e-01
   -1.85471253e-01  -5.95309820e-02   1.32241074e-01  -2.63672429e-01
   -2.98018055e-01  -1.25612470e-01]
 [  8.30226974e-02  -2.86223124e-01  -2.92064541e-02   8.45839464e-02
   -8.34083673e-02  -8.64307822e-02   3.39640117e-01  -4.52560725e-04
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 [  3.61005547e-02  -1.56601655e-01  -2.11556627e-01   1.34862805e-01
   -6.63241517e-02   7.21843670e-02  -1.44730324e-02  -2.09869239e-02
   -8.86016054e-02  -2.31559252e-03]
 [ -1.29398202e-01  -1.51689313e-01  -2.03721912e-01   1.38725632e-01
   -5.61628554e-02   1.36775553e-01  -3.18106471e-02  -2.52781982e-01
    6.39422339e-02  -2.01510925e-01]
 [ -6.13225709e-02  -1.66535478e-01   2.78092797e-01   1.05577590e-01
   -3.81388213e-02  -6.71232754e-02  -4.48852117e-02   1.19944534e-01
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 [ -8.39710042e-02  -1.25652148e-01   1.27849930e-01   1.29434060e-01
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 [ -1.67109739e-01  -3.65553350e-01   1.30674209e-01  -5.72931635e-01
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   -1.52903725e-01   4.26552633e-02]]
[[ 0.60053819]
 [ 2.08992541]
 [ 0.20824273]
 [ 0.98862407]
 [-3.15597986]
 [-0.42457545]
 [-2.00747436]
 [ 0.02746984]
 [ 0.64001049]
 [ 0.81585992]]
Progress: 93.0% ... Training loss: 0.215 ... Validation loss: 0.389[[  2.37450291e-01   8.11591549e-01  -7.37194021e-02   1.75812472e-01
   -3.36230448e-03  -1.02214225e-01  -6.53361220e-02   1.18936414e-01
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   -1.75553412e-02  -8.33907180e-03   3.47632791e-01   3.99775732e-02
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 [  2.03616019e-01   4.23126580e-01  -5.42152310e-03  -1.16108386e-01
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    5.19926491e-02   2.98581398e-01]
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   -3.80021967e-01   2.02903443e-01   4.53125690e-01   5.54040213e-02
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 [ -6.10433987e-02  -3.22521715e-02  -1.37830130e-01   5.35788390e-02
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   -1.85562834e-01  -9.17760886e-02]
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   -3.83929233e-02  -5.00472838e-02]
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   -1.97168986e-01  -2.38924845e-01]
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   -2.77390952e-02  -5.30124640e-02]
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   -1.65162666e-01  -3.66923664e-01]
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 [  1.54245484e-02  -6.46066736e-01  -4.45539719e-02  -1.03359338e-01
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 [  7.48775535e-02   1.01794388e-01   2.65261386e-01   2.76171685e-01
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 [  5.18009868e-02   1.63077557e-01   2.49711479e-01   9.31794327e-02
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   -1.70884415e-01   1.31472463e-01]
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 [  1.08490312e-02   1.79750248e-01   8.96238917e-02  -3.22223284e-02
   -5.99414275e-03   1.64257056e-01  -4.82964073e-02   1.18165620e-01
   -7.76725545e-03   1.90618705e-01]
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   -5.00333389e-02  -1.61546326e-02]
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   -7.67591591e-01   1.08141022e-01  -1.18340785e-01   1.57328920e-01
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 [  9.00568708e-03  -5.01964363e-01  -1.28868706e-01  -1.64528817e-01
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   -1.67002988e-01  -2.23848828e-01]
 [ -4.46951800e-02  -5.51510454e-01  -2.18311992e-01  -2.78512905e-01
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   -3.74587470e-02  -3.96717249e-01]
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   -3.91140534e-02   2.68792890e-02]
 [ -2.79717745e-01  -3.84082340e-02   3.85961626e-02   7.04726055e-02
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   -1.21034973e-02   1.48155157e-01]
 [  1.89378907e-01  -4.70951853e-02  -2.11831728e-01   2.02273068e-02
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 [  2.77258000e-01  -2.13588836e-01   9.04550955e-02   8.46812962e-02
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    1.85417380e-01  -7.69717312e-02]
 [ -8.39037487e-02  -1.25944371e-01   1.27879083e-01   1.29473480e-01
    4.71177699e-02  -1.25239289e-01   1.74093568e-01  -7.92284091e-02
    1.86342011e-01   2.51483994e-02]
 [ -1.67473003e-01  -3.66262606e-01   1.30562088e-01  -5.73500038e-01
   -8.85370959e-01   2.09217567e-01   3.30281571e-01  -1.41152598e-01
   -1.53249765e-01   4.22488673e-02]]
[[ 0.61133027]
 [ 2.09581419]
 [ 0.21746528]
 [ 0.99773071]
 [-3.1511125 ]
 [-0.41563613]
 [-2.00009874]
 [ 0.03568838]
 [ 0.65056402]
 [ 0.82565895]]
Progress: 93.1% ... Training loss: 0.217 ... Validation loss: 0.391[[  2.38274465e-01   8.15786196e-01  -7.34171796e-02   1.77073017e-01
   -6.66277048e-04  -1.02693379e-01  -6.81634115e-02   1.18988510e-01
    2.27874237e-02   3.48901562e-01]
 [  1.20864447e-02   1.03842268e-01  -1.99753997e-02   4.97509631e-02
   -1.99184012e-02  -8.71409948e-03   3.46905570e-01   4.00102195e-02
    1.50827622e-01  -2.15547895e-02]
 [  2.00159718e-01   4.12634321e-01  -6.68990178e-03  -1.21734627e-01
    8.60467241e-01  -1.09801802e-02  -1.24344210e+00  -4.86452042e-02
    4.80145132e-02   2.93813300e-01]
 [ -3.41754522e-02  -4.77982384e-01  -2.15577464e-01   1.92578282e-01
   -3.76905330e-01   2.03406925e-01   4.55272585e-01   5.53658285e-02
    5.05271425e-02   2.56485574e-01]
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   -1.85712502e-01  -9.17406933e-02]
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   -3.74342235e-02  -4.90179242e-02]
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   -4.90280568e-01  -2.61198170e-02   1.93540538e-01   1.06342318e-01
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   -3.24140498e-02   1.40145397e-02]
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   -1.97972024e-01  -2.40004436e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
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    7.97929776e-02   1.65259150e-01]
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   -2.97780310e-01  -1.25429238e-01]
 [  8.40637126e-02  -2.84003556e-01  -2.88403411e-02   8.61992134e-02
   -8.48468635e-02  -8.71150495e-02   3.38262747e-01  -4.00734705e-04
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 [  3.55363035e-02  -1.58173392e-01  -2.11726052e-01   1.33873869e-01
   -6.50828909e-02   7.25842148e-02  -1.29773193e-02  -2.10107771e-02
   -8.91913018e-02  -3.05557662e-03]
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   -5.67019570e-02   1.36355774e-01  -3.41357940e-02  -2.52745278e-01
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   -4.14368743e-02  -6.76038723e-02  -4.67834936e-02   1.19976474e-01
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 [  6.74544725e-02  -9.75586579e-02   8.54373221e-02   7.26673195e-02
   -1.74390765e-01  -1.29064488e-02   1.05423194e-01   1.17452978e-01
   -2.86604390e-02  -5.41424958e-02]
 [  2.50687292e-03  -2.83071119e-01  -3.00570474e-01  -7.23295259e-02
   -1.97496810e-01  -8.79899789e-02  -1.35341822e-02   1.58914947e-01
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 [  5.51250150e-02  -9.92153913e-02  -1.10874340e-01   6.42838100e-02
   -3.93903359e-01   3.12563514e-01   3.40664795e-01   2.03496816e-01
   -1.45464808e-01  -4.30500071e-02]
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 [  1.05215670e-01   7.28427181e-02  -4.48732202e-02  -1.14917054e-01
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   -1.65050201e-01  -3.66785010e-01]
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 [  1.51386552e-02  -6.46809299e-01  -4.46601588e-02  -1.03851007e-01
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   -3.63646652e-01  -2.16272215e-01]
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   -9.01775349e-02  -1.31386707e-01]
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 [  3.69255018e-01   4.28358291e-01  -7.39039294e-02   2.84756743e-01
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 [  7.48658625e-02   1.01506605e-01   2.65245942e-01   2.76047679e-01
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   -1.07592185e-01  -2.57899447e-01]
 [  3.64097828e-02  -1.35663663e-01  -1.18085167e-01  -4.75004133e-02
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 [  3.24952995e-02  -1.82241439e-02  -6.01052454e-02  -2.27356521e-02
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 [  5.22683571e-02   1.64415666e-01   2.49881757e-01   9.38492551e-02
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   -1.70376522e-01   1.32116859e-01]
 [  1.05329803e-01   1.28259386e-01   1.15609540e-01   3.05048193e-02
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 [  5.68122712e-02   1.12514251e-01   2.05788191e-02   5.16308744e-02
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    1.85699770e-01   2.43186911e-02]
 [ -1.67694873e-01  -3.66655207e-01   1.30475168e-01  -5.73950975e-01
   -8.84619112e-01   2.09379037e-01   3.30269962e-01  -1.41168547e-01
   -1.53535075e-01   4.18943785e-02]]
[[ 0.60899249]
 [ 2.09578239]
 [ 0.21546513]
 [ 0.99819034]
 [-3.15798604]
 [-0.41883455]
 [-1.99962789]
 [ 0.03442261]
 [ 0.6493043 ]
 [ 0.82338138]]
Progress: 93.2% ... Training loss: 0.215 ... Validation loss: 0.391[[  2.41001737e-01   8.25689871e-01  -7.23335519e-02   1.82021846e-01
   -9.09075925e-03  -1.04617561e-01  -7.42731941e-02   1.19170612e-01
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 [  1.26390736e-02   1.05823541e-01  -1.97543610e-02   5.07556819e-02
   -2.28563208e-02  -9.12739238e-03   3.45850450e-01   4.00462339e-02
    1.51509294e-01  -2.07231709e-02]
 [  2.03717919e-01   4.26884652e-01  -5.22642937e-03  -1.14944221e-01
    8.41595760e-01  -1.34671457e-02  -1.25267908e+00  -4.84066194e-02
    5.23286514e-02   2.98786895e-01]
 [ -3.20123352e-02  -4.71499544e-01  -2.14891448e-01   1.96111304e-01
   -3.83194483e-01   2.02006439e-01   4.46549407e-01   5.54714771e-02
    5.27632389e-02   2.58924978e-01]
 [ -5.72814359e-02  -2.34455131e-02  -1.36549737e-01   5.87609779e-02
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   -1.81524221e-01  -8.67329089e-02]
 [ -3.82401770e-01  -7.23668062e-01  -3.01241005e-01   1.41724651e-01
   -4.61043156e-01   2.39080526e-02   4.28546042e-01  -4.28700421e-02
   -3.77078843e-02  -4.93442868e-02]
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   -3.55714072e-01  -6.46137119e-02   1.67999812e-01  -1.98189945e-01
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   -5.01936927e-01  -2.83675232e-02   1.84979787e-01   1.06541629e-01
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   -2.78377258e-01   5.57930401e-02  -7.32239495e-03  -3.15249476e-02
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   -3.23639840e-02   1.37670124e-02]
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   -1.98822592e-01   1.18980978e-01   3.76074428e-01  -2.08808782e-02
   -1.98153701e-01  -2.40265872e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94922699e-01  -3.64408058e-01   9.10485338e-02   1.96586738e-01
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   -2.97946785e-01  -1.25628105e-01]
 [  8.40527575e-02  -2.84709734e-01  -2.88323218e-02   8.61573150e-02
   -8.42521110e-02  -8.71611867e-02   3.39450871e-01  -3.99977682e-04
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 [  3.53697351e-02  -1.59107217e-01  -2.11788309e-01   1.33601688e-01
   -6.40390270e-02   7.27183749e-02  -1.22430230e-02  -2.10220968e-02
   -8.93906518e-02  -3.22169302e-03]
 [ -1.29170935e-01  -1.51524262e-01  -2.03654702e-01   1.38997925e-01
   -5.47609442e-02   1.36665085e-01  -3.25739822e-02  -2.52767952e-01
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 [ -6.02035457e-02  -1.62151524e-01   2.78528996e-01   1.07489638e-01
   -4.28577122e-02  -6.78688620e-02  -4.76886416e-02   1.20007325e-01
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 [  6.62909618e-02  -1.00253705e-01   8.50489970e-02   7.10367647e-02
   -1.73974103e-01  -1.20933145e-02   1.09886166e-01   1.17389971e-01
   -2.97929998e-02  -5.56014072e-02]
 [  3.73909588e-03  -2.79204108e-01  -3.00141412e-01  -7.02408263e-02
   -2.01895417e-01  -8.87879913e-02  -1.71508688e-02   1.58988913e-01
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 [  5.61181520e-02  -9.54066065e-02  -1.10464538e-01   6.61761560e-02
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   -1.44208258e-01  -4.16671956e-02]
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   -1.64890161e-01  -3.66633654e-01]
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   -3.63434971e-01  -2.16020458e-01]
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   -7.32006840e-02   9.13425676e-02]
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   -9.04055031e-02  -1.31665037e-01]
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 [  3.68454795e-01   4.25860449e-01  -7.41954556e-02   2.83475960e-01
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 [  7.48542146e-02   1.00846258e-01   2.65233905e-01   2.75910677e-01
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   -1.07620083e-01  -2.57863548e-01]
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 [  5.18870289e-02   1.63441908e-01   2.49745207e-01   9.32495008e-02
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   -1.70775921e-01   1.31605401e-01]
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   -1.53043105e-01   4.52374953e-02  -9.09454729e-02  -2.70530368e-01
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   -7.50219441e-03   1.63910796e-01  -4.91905920e-02   1.18193134e-01
   -7.25824743e-03   1.91243531e-01]
 [  2.36259051e-01   1.14207787e-01   3.01966048e-02   7.21887491e-02
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   -5.02602833e-02  -1.64916252e-02]
 [  5.68313226e-02   1.12577589e-01   2.05883065e-02   5.16531594e-02
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   -7.74425896e-01   1.07186837e-01  -1.21316847e-01   1.57411085e-01
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 [ -9.97977916e-02   2.30354310e-01   2.31235601e-01  -1.83291867e-02
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   -2.89796688e-01  -1.09302013e-01]
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   -2.09851677e-01   3.23810057e-02]
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 [ -4.53100049e-02  -5.53796936e-01  -2.18548918e-01  -2.79186124e-01
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   -3.81624637e-02  -3.97607297e-01]
 [ -5.96725426e-02  -7.67445066e-02   2.87952336e-01   9.97527882e-02
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   -3.99457321e-02   2.57971595e-02]
 [ -2.79499505e-01  -3.80998461e-02   3.86764730e-02   7.07821083e-02
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 [  2.77694135e-01  -2.11904703e-01   9.06636770e-02   8.55963894e-02
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 [ -8.37539154e-02  -1.25050547e-01   1.27923937e-01   1.29546543e-01
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    1.86530985e-01   2.52398282e-02]
 [ -1.68793518e-01  -3.69925167e-01   1.30082482e-01  -5.75750367e-01
   -8.83040005e-01   2.10166627e-01   3.33761218e-01  -1.41232609e-01
   -1.54652580e-01   4.03478932e-02]]
[[ 0.61725406]
 [ 2.10345883]
 [ 0.21743887]
 [ 1.00391651]
 [-3.15453697]
 [-0.41644847]
 [-1.99929645]
 [ 0.03990011]
 [ 0.65397496]
 [ 0.83079496]]
Progress: 93.2% ... Training loss: 0.221 ... Validation loss: 0.391[[  2.38989594e-01   8.19346180e-01  -7.29840906e-02   1.78520182e-01
   -1.83968133e-03  -1.03310118e-01  -6.73345603e-02   1.19040135e-01
    2.39666552e-02   3.49973815e-01]
 [  1.24431195e-02   1.04889929e-01  -1.98193542e-02   5.04122613e-02
   -2.18910866e-02  -9.00623393e-03   3.46414782e-01   4.00330908e-02
    1.51293965e-01  -2.09677904e-02]
 [  2.02382858e-01   4.20993567e-01  -5.74212478e-03  -1.17690388e-01
    8.47570401e-01  -1.24332026e-02  -1.24825470e+00  -4.85072235e-02
    5.08388300e-02   2.96867144e-01]
 [ -3.31963398e-02  -4.74348650e-01  -2.15365422e-01   1.94190977e-01
   -3.80385198e-01   2.03127128e-01   4.48064613e-01   5.53717914e-02
    5.13905583e-02   2.57397709e-01]
 [ -6.02941415e-02  -3.29780320e-02  -1.37530133e-01   5.39429765e-02
   -1.42497903e-01  -2.00247525e-01   1.41928034e-01  -1.12439629e-01
   -1.84609124e-01  -9.08365145e-02]
 [ -3.82191804e-01  -7.23822847e-01  -3.01150777e-01   1.42060479e-01
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   -3.74727071e-02  -4.91549978e-02]
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   -3.47201586e-01  -6.30460019e-02   1.74141524e-01  -1.98341294e-01
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 [  6.85224403e-02  -6.04627718e-01   1.15736284e-02  -1.41455572e-01
   -5.02775082e-01  -2.81576558e-02   1.85958904e-01   1.06516592e-01
    3.31427210e-02  -6.35505878e-02]
 [ -1.69912724e-01  -2.52118135e-01  -2.96057443e-01  -1.53652565e-02
   -2.75374604e-01   5.61620126e-02  -5.53606529e-03  -3.15606305e-02
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 [  1.47585033e-02  -6.40047493e-01   5.61693425e-02  -1.56159557e-01
   -6.64191243e-01  -1.04583535e-01   2.02477256e-01  -1.27667920e-01
   -3.46329853e-02   1.09338443e-02]
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    2.33027640e-02  -6.66878747e-02]
 [ -1.69223321e-01  -5.07165335e-01  -8.11876618e-02   3.75299708e-03
   -1.99233646e-01   1.19215532e-01   3.76597601e-01  -2.09030632e-02
   -1.98525120e-01  -2.40697338e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94564880e-01  -3.63616619e-01   9.11854129e-02   1.97184909e-01
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   -2.97567393e-01  -1.25199755e-01]
 [  8.41171685e-02  -2.84833448e-01  -2.88122017e-02   8.62151700e-02
   -8.49833628e-02  -8.72494558e-02   3.39671165e-01  -3.93541378e-04
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 [  3.47071883e-02  -1.60764626e-01  -2.12012065e-01   1.32522875e-01
   -6.16735379e-02   7.31106371e-02  -1.08465070e-02  -2.10643476e-02
   -9.00789718e-02  -4.07024891e-03]
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[[ 0.60559488]
 [ 2.09714766]
 [ 0.20876905]
 [ 0.99233795]
 [-3.16204947]
 [-0.42404971]
 [-2.00928956]
 [ 0.03131264]
 [ 0.64167867]
 [ 0.81971554]]
Progress: 93.2% ... Training loss: 0.215 ... Validation loss: 0.388[[  2.39028794e-01   8.19517901e-01  -7.30156821e-02   1.78087800e-01
    1.66147839e-03  -1.03185977e-01  -6.68728665e-02   1.19028698e-01
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   -2.12808379e-02  -8.93785831e-03   3.46790043e-01   4.00274534e-02
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 [  2.00792353e-01   4.16275350e-01  -6.35150308e-03  -1.20523645e-01
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    4.91092116e-02   2.94701156e-01]
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   -3.61302574e-02  -4.75376467e-02]
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   -1.98693766e-01  -2.40896790e-01]
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 [  1.14672445e-02   1.80929696e-01   8.98624082e-02  -3.14887113e-02
   -7.72352857e-03   1.63731193e-01  -4.91585402e-02   1.18199726e-01
   -7.02430149e-03   1.91534648e-01]
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   -5.03870227e-02  -1.66956019e-02]
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 [  1.88165780e-01   2.89577743e-01   2.30236026e-01   9.19610820e-02
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 [  1.91906403e-01  -3.96391631e-02  -2.10838399e-01   2.48937344e-02
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 [ -8.36123265e-02  -1.25382173e-01   1.27966992e-01   1.29754587e-01
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    1.86723151e-01   2.55195382e-02]
 [ -1.68016839e-01  -3.67080526e-01   1.30342498e-01  -5.74938091e-01
   -8.88869602e-01   2.09671305e-01   3.31624910e-01  -1.41196175e-01
   -1.53854134e-01   4.12003284e-02]]
[[ 0.60913358]
 [ 2.09918044]
 [ 0.21252293]
 [ 0.99720356]
 [-3.16237945]
 [-0.420692  ]
 [-2.00135173]
 [ 0.03313236]
 [ 0.64655327]
 [ 0.82169942]]
Progress: 93.3% ... Training loss: 0.215 ... Validation loss: 0.388[[  2.38265004e-01   8.17584252e-01  -7.32613146e-02   1.76547735e-01
    7.45884602e-03  -1.02657004e-01  -6.42448715e-02   1.18990289e-01
    2.31284923e-02   3.49059863e-01]
 [  1.23462630e-02   1.04422930e-01  -1.98456215e-02   5.02621759e-02
   -2.12885711e-02  -8.94095152e-03   3.46776310e-01   4.00277042e-02
    1.51201465e-01  -2.10369138e-02]
 [  1.98604996e-01   4.10453875e-01  -7.11758937e-03  -1.23929078e-01
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    4.67482140e-02   2.91698713e-01]
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   -3.77414951e-01   2.02806315e-01   4.46759800e-01   5.53941684e-02
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   -1.83170236e-01  -8.93174921e-02]
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   -3.57391698e-02  -4.70337321e-02]
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   -1.97698356e-01  -2.39640878e-01]
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   -2.96482880e-01  -1.23784152e-01]
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   -9.01037151e-02  -4.20898241e-03]
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   -2.98953022e-02  -5.57620404e-02]
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   -1.99181377e-01  -8.78982604e-02  -1.23056499e-02   1.58921137e-01
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   -1.64610059e-01  -3.66294313e-01]
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 [  1.53865543e-02  -6.46834316e-01  -4.45825144e-02  -1.03513829e-01
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 [  3.69151856e-01   4.27526400e-01  -7.39228411e-02   2.84270454e-01
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    1.85279549e-01  -7.70333346e-02]
 [ -8.37906642e-02  -1.25846483e-01   1.27895126e-01   1.29432507e-01
    4.98734034e-02  -1.25299856e-01   1.74508316e-01  -7.92257524e-02
    1.86509335e-01   2.52686740e-02]
 [ -1.68578452e-01  -3.69115644e-01   1.30158275e-01  -5.75750923e-01
   -8.88191308e-01   2.10052104e-01   3.33171147e-01  -1.41226180e-01
   -1.54396137e-01   4.04888586e-02]]
[[ 0.6001107 ]
 [ 2.09217133]
 [ 0.20454804]
 [ 0.99153654]
 [-3.17001505]
 [-0.4274818 ]
 [-2.00577045]
 [ 0.02727633]
 [ 0.63741404]
 [ 0.81281301]]
Progress: 93.3% ... Training loss: 0.216 ... Validation loss: 0.390[[  2.37632768e-01   8.15384862e-01  -7.35361684e-02   1.75086364e-01
    1.25386327e-02  -1.02212421e-01  -6.13360687e-02   1.18958203e-01
    2.24492118e-02   3.48287132e-01]
 [  1.24571913e-02   1.04624358e-01  -1.98126382e-02   5.04107011e-02
   -2.16262930e-02  -8.99200718e-03   3.46513756e-01   4.00317632e-02
    1.51289636e-01  -2.09129191e-02]
 [  1.98095074e-01   4.10302263e-01  -7.29387243e-03  -1.24906922e-01
    8.63389405e-01  -9.30017304e-03  -1.23962013e+00  -4.87350965e-02
    4.62375504e-02   2.91317045e-01]
 [ -3.27845026e-02  -4.71866054e-01  -2.15184385e-01   1.95687167e-01
   -3.77289430e-01   2.02787746e-01   4.47350931e-01   5.54054192e-02
    5.17667912e-02   2.58416900e-01]
 [ -6.01827871e-02  -3.18890904e-02  -1.37288578e-01   5.48616865e-02
   -1.44819217e-01  -2.00263388e-01   1.37177092e-01  -1.12417842e-01
   -1.84304557e-01  -9.06545848e-02]
 [ -3.79914844e-01  -7.19637143e-01  -3.00416338e-01   1.45063055e-01
   -4.64933592e-01   2.20809352e-02   4.25592268e-01  -4.27393328e-02
   -3.51187237e-02  -4.63195507e-02]
 [ -3.50580164e-02  -5.07165569e-01   2.06249333e-04   2.64080126e-02
   -3.44027118e-01  -6.21517984e-02   1.78928133e-01  -1.98403549e-01
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   -4.96087413e-01  -2.73385735e-02   1.88245908e-01   1.06452079e-01
    3.17893080e-02  -6.49173749e-02]
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   -2.74770094e-01   5.60937449e-02  -5.38430994e-03  -3.15649529e-02
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   -3.57587165e-02   9.45666256e-03]
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   -1.98272646e-01  -2.40344683e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.93584838e-01  -3.61908278e-01   9.14957638e-02   1.98257840e-01
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   -2.96603639e-01  -1.23969934e-01]
 [  8.41234423e-02  -2.85428069e-01  -2.88104072e-02   8.61409432e-02
   -8.46021228e-02  -8.72893942e-02   3.40338510e-01  -3.93473323e-04
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 [  3.56055691e-02  -1.58642364e-01  -2.11708723e-01   1.33914439e-01
   -6.42123188e-02   7.24606329e-02  -1.25870940e-02  -2.10225712e-02
   -8.90532428e-02  -2.89752406e-03]
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 [ -6.14091841e-02  -1.66699845e-01   2.78098086e-01   1.05388738e-01
   -3.55162959e-02  -6.70545186e-02  -4.41554169e-02   1.19936781e-01
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 [  6.59259967e-02  -1.02271032e-01   8.48910364e-02   7.02704390e-02
   -1.75453409e-01  -1.17570948e-02   1.11504145e-01   1.17357386e-01
   -3.01684162e-02  -5.61590430e-02]
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   -1.99769139e-01  -8.80734927e-02  -1.32137418e-02   1.58933397e-01
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   -1.64697994e-01  -3.66396165e-01]
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 [  1.55562792e-02  -6.46668722e-01  -4.45257429e-02  -1.03216165e-01
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   -3.63230554e-01  -2.15792175e-01]
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   -7.40739563e-02   9.03888860e-02]
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   -9.13213579e-02  -1.32797718e-01]
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   -4.45020269e-02  -1.56319586e-01]
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 [  3.69277296e-01   4.27670215e-01  -7.38771281e-02   2.84474290e-01
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 [  7.44800173e-02   9.92597781e-02   2.65102024e-01   2.75236454e-01
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   -1.08051050e-01  -2.58382621e-01]
 [  3.64850296e-02  -1.36079475e-01  -1.18071545e-01  -4.75325867e-02
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 [  5.27868548e-02   1.64552205e-01   2.50025483e-01   9.46344705e-02
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   -1.69854718e-01   1.32736919e-01]
 [  1.05182036e-01   1.27767423e-01   1.15539697e-01   2.99111841e-02
   -1.52037146e-01   4.48920749e-02  -9.15234551e-02  -2.70516738e-01
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 [  1.02783202e-02   1.77122858e-01   8.94398609e-02  -3.35724301e-02
   -1.74016334e-03   1.64575745e-01  -4.62895122e-02   1.18136648e-01
   -8.26757249e-03   1.89959099e-01]
 [  2.35404871e-01   1.11137851e-01   2.98537391e-02   7.04231483e-02
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   -5.13770916e-02  -1.79522250e-02]
 [  5.65690433e-02   1.11763463e-01   2.04890490e-02   5.10918655e-02
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 [  5.35678957e-02   4.53893367e-01   1.28529743e-01   4.55249034e-01
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   -7.77373322e-01   1.07143132e-01  -1.21715090e-01   1.57428267e-01
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   -2.09749658e-01   3.25136165e-02]
 [  8.87626931e-03  -5.02728550e-01  -1.28923774e-01  -1.64745452e-01
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   -1.67199170e-01  -2.24077239e-01]
 [ -4.56037970e-02  -5.54790057e-01  -2.18651037e-01  -2.79979741e-01
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   -3.84570582e-02  -3.98305129e-01]
 [ -6.02460265e-02  -7.99846142e-02   2.87757287e-01   9.86490588e-02
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   -4.05744991e-02   2.49566409e-02]
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   -1.40982861e-02   1.45817533e-01]
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 [  2.77844180e-01  -2.13229391e-01   9.06811326e-02   8.52312452e-02
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    1.86899635e-01   2.58178516e-02]
 [ -1.67856246e-01  -3.66480343e-01   1.30420217e-01  -5.74694957e-01
   -8.91737054e-01   2.09493270e-01   3.31522944e-01  -1.41192106e-01
   -1.53560085e-01   4.15268055e-02]]
[[ 0.60243421]
 [ 2.09216644]
 [ 0.20691753]
 [ 0.99312093]
 [-3.1717638 ]
 [-0.42384137]
 [-2.00096808]
 [ 0.02961405]
 [ 0.64013621]
 [ 0.81445529]]
Progress: 93.4% ... Training loss: 0.216 ... Validation loss: 0.390[[  2.40430329e-01   8.23799605e-01  -7.25645882e-02   1.79769200e-01
    3.68683359e-03  -1.04040992e-01  -6.60894207e-02   1.19094701e-01
    2.53634907e-02   3.51718667e-01]
 [  1.23318173e-02   1.04191298e-01  -1.98589464e-02   5.02493368e-02
   -2.16130281e-02  -8.90795868e-03   3.46687847e-01   4.00256433e-02
    1.51151988e-01  -2.10978340e-02]
 [  1.97996202e-01   4.11707168e-01  -7.21360815e-03  -1.24903193e-01
    8.54633976e-01  -9.41086761e-03  -1.24182316e+00  -4.87399975e-02
    4.62632378e-02   2.91087664e-01]
 [ -3.22537140e-02  -4.71459183e-01  -2.15031500e-01   1.96528800e-01
   -3.77491548e-01   2.02400971e-01   4.44951659e-01   5.54274307e-02
    5.22577987e-02   2.59021273e-01]
 [ -6.51533136e-02  -4.72723817e-02  -1.38891027e-01   4.66192460e-02
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   -1.89342062e-01  -9.74168876e-02]
 [ -3.78993788e-01  -7.17930976e-01  -3.00117415e-01   1.46499757e-01
   -4.66753002e-01   2.15008669e-02   4.25443380e-01  -4.26934444e-02
   -3.41777119e-02  -4.51977396e-02]
 [ -3.29412913e-02  -5.01628210e-01   9.44010760e-04   2.99031783e-02
   -3.52182073e-01  -6.36201077e-02   1.72826290e-01  -1.98298244e-01
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   -5.02181211e-01  -2.80241471e-02   1.86474046e-01   1.06495468e-01
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 [ -1.69648621e-01  -2.53454160e-01  -2.95960487e-01  -1.49028908e-02
   -2.74047706e-01   5.58505444e-02  -5.60974378e-03  -3.15484949e-02
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 [  1.75369916e-02  -6.37059089e-01   5.71314198e-02  -1.52265927e-01
   -6.68930689e-01  -1.06441774e-01   1.99805340e-01  -1.27535637e-01
   -3.15906359e-02   1.45939789e-02]
 [ -6.23510610e-02  -3.30030076e-01   1.53428448e-02  -1.07423309e-01
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   -2.01926476e-01   1.19139772e-01   3.77525385e-01  -2.08947586e-02
   -1.98417023e-01  -2.40622055e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.93933575e-01  -3.63160802e-01   9.13619625e-02   1.97638105e-01
   -1.86390102e-01  -6.01038927e-02   1.31355661e-01  -2.63614879e-01
   -2.97020326e-01  -1.24513155e-01]
 [  8.53158954e-02  -2.82652059e-01  -2.83958282e-02   8.80513376e-02
   -8.64940883e-02  -8.80891469e-02   3.39120827e-01  -3.33493556e-04
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[[ 0.61818407]
 [ 2.10138393]
 [ 0.22165091]
 [ 1.00741672]
 [-3.16500936]
 [-0.40998735]
 [-1.98429107]
 [ 0.04512935]
 [ 0.65807678]
 [ 0.8310796 ]]
Progress: 93.5% ... Training loss: 0.219 ... Validation loss: 0.397[[  2.40145164e-01   8.23291108e-01  -7.26987379e-02   1.79180319e-01
    7.47108299e-03  -1.03827888e-01  -6.52612512e-02   1.19068345e-01
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   -3.50128666e-02  -4.62621518e-02]
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   -1.98205596e-01  -2.40253386e-01]
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   -3.03782371e-02  -5.64030103e-02]
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 [  1.05201859e-02   1.78117778e-01   8.95222692e-02  -3.31681208e-02
   -2.13093895e-03   1.64378614e-01  -4.64445318e-02   1.18145166e-01
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   -5.19323268e-02  -1.85933580e-02]
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   -4.08719322e-02   2.46323674e-02]
 [ -2.79620548e-01  -3.89693286e-02   3.86819527e-02   7.06855876e-02
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 [  1.89671370e-01  -4.61250138e-02  -2.11588035e-01   2.12537272e-02
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 [ -8.39157789e-02  -1.27170734e-01   1.27825129e-01   1.29214711e-01
    4.85527575e-02  -1.25259591e-01   1.74245108e-01  -7.92515250e-02
    1.86303249e-01   2.51387656e-02]
 [ -1.68570607e-01  -3.69107191e-01   1.30147617e-01  -5.75941941e-01
   -8.91127132e-01   2.09993124e-01   3.33249764e-01  -1.41253079e-01
   -1.54430350e-01   4.04677424e-02]]
[[ 0.60964357]
 [ 2.09732114]
 [ 0.21149674]
 [ 0.99904159]
 [-3.16989095]
 [-0.41782126]
 [-1.99450197]
 [ 0.03778561]
 [ 0.64858986]
 [ 0.82274611]]
Progress: 93.5% ... Training loss: 0.215 ... Validation loss: 0.390[[  2.38648619e-01   8.19341370e-01  -7.31929884e-02   1.76730916e-01
    1.53876281e-02  -1.02944425e-01  -6.24791979e-02   1.18975646e-01
    2.33042560e-02   3.49139451e-01]
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   -2.37443387e-02  -9.20279818e-03   3.45548129e-01   4.00559612e-02
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 [  1.98647628e-01   4.09799323e-01  -7.03127361e-03  -1.24318180e-01
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    4.66673595e-02   2.91752303e-01]
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   -3.86746969e-01   2.00747047e-01   4.37087405e-01   5.56089252e-02
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   -1.87967855e-01  -9.57302219e-02]
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   -3.58472859e-02  -4.73082516e-02]
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   -1.97948563e-01  -2.39929012e-01]
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   -2.97308142e-01  -1.24889307e-01]
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   -8.86007587e-02  -2.49416318e-03]
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   -3.09287626e-02  -5.69881905e-02]
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   -1.64818404e-01  -3.66575061e-01]
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 [  1.61249067e-02  -6.45813515e-01  -4.43329158e-02  -1.02283125e-01
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   -3.62622423e-01  -2.15034938e-01]
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 [  3.69611135e-01   4.28262800e-01  -7.37662756e-02   2.85069445e-01
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 [  7.44811299e-02   9.90650992e-02   2.65111132e-01   2.75069746e-01
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 [  5.24533737e-02   1.63837823e-01   2.49909589e-01   9.40580148e-02
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    1.44918247e-01  -3.37986043e-01   1.17706338e-02  -1.62221139e-01
    5.73879860e-02  -1.13929970e-01]
 [  2.78364235e-01  -2.12506038e-01   9.08713579e-02   8.60497051e-02
    1.33152486e-01  -8.68947344e-02  -1.83111605e-02  -1.30964833e-01
    1.86515067e-01  -7.53821089e-02]
 [ -8.36005455e-02  -1.26182309e-01   1.27939547e-01   1.29775519e-01
    4.74345614e-02  -1.25453717e-01   1.73269318e-01  -7.92317181e-02
    1.86628254e-01   2.55355820e-02]
 [ -1.68714410e-01  -3.68995751e-01   1.30086234e-01  -5.76422411e-01
   -8.92781683e-01   2.10083804e-01   3.32448729e-01  -1.41266659e-01
   -1.54642107e-01   4.02294745e-02]]
[[ 0.6075409 ]
 [ 2.09359713]
 [ 0.20933871]
 [ 0.99782971]
 [-3.17304144]
 [-0.41812743]
 [-1.99619249]
 [ 0.03572292]
 [ 0.64790616]
 [ 0.8202559 ]]
Progress: 93.5% ... Training loss: 0.216 ... Validation loss: 0.391[[  2.38924734e-01   8.19007501e-01  -7.31750897e-02   1.76969264e-01
    1.70026129e-02  -1.02893243e-01  -6.34768654e-02   1.18980866e-01
    2.33079774e-02   3.49304980e-01]
 [  1.19148440e-02   1.02782561e-01  -1.99906600e-02   4.96662505e-02
   -2.22575230e-02  -8.57956596e-03   3.48056796e-01   4.00030285e-02
    1.50837949e-01  -2.14495262e-02]
 [  1.95779538e-01   3.99541144e-01  -8.10084447e-03  -1.29134230e-01
    8.60723748e-01  -7.83899099e-03  -1.24114016e+00  -4.88960239e-02
    4.34951572e-02   2.87732338e-01]
 [ -2.86876059e-02  -4.55138652e-01  -2.13714206e-01   2.03178251e-01
   -3.88246398e-01   2.00118831e-01   4.36981420e-01   5.56757622e-02
    5.66072138e-02   2.65066012e-01]
 [ -6.37064290e-02  -4.41069428e-02  -1.38495926e-01   4.88364135e-02
   -1.31798636e-01  -1.98186981e-01   1.46263981e-01  -1.12547660e-01
   -1.88026961e-01  -9.59240943e-02]
 [ -3.79945020e-01  -7.19862903e-01  -3.00513479e-01   1.44668683e-01
   -4.65652892e-01   2.22570900e-02   4.27705393e-01  -4.27707149e-02
   -3.53337163e-02  -4.66543159e-02]
 [ -3.35024444e-02  -5.03433234e-01   7.90494651e-04   2.88253484e-02
   -3.49259625e-01  -6.34103586e-02   1.74533020e-01  -1.98331620e-01
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   -4.97447186e-01  -2.63706932e-02   1.88933469e-01   1.06340966e-01
    3.01844473e-02  -6.68536555e-02]
 [ -1.69198840e-01  -2.53014170e-01  -2.95831190e-01  -1.44677111e-02
   -2.73052749e-01   5.55019225e-02  -6.20438506e-03  -3.15247252e-02
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 [  1.46478949e-02  -6.47207141e-01   5.59777986e-02  -1.57596170e-01
   -6.56015071e-01  -1.04440569e-01   2.03557841e-01  -1.27765176e-01
   -3.51192182e-02   1.03341596e-02]
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   -2.02827407e-01   1.19423966e-01   3.77278322e-01  -2.09138887e-02
   -1.98877095e-01  -2.41126264e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94201232e-01  -3.64039263e-01   9.12459875e-02   1.97194316e-01
   -1.86392500e-01  -5.98467306e-02   1.31844314e-01  -2.63642609e-01
   -2.97409964e-01  -1.24971843e-01]
 [  8.51479455e-02  -2.82820370e-01  -2.84829718e-02   8.76499807e-02
   -8.54550003e-02  -8.79430208e-02   3.40147627e-01  -3.46732787e-04
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 [  3.71789026e-02  -1.54457117e-01  -2.11160574e-01   1.36526034e-01
   -6.89932194e-02   7.13359615e-02  -1.59560249e-02  -2.09257511e-02
   -8.73620827e-02  -9.77374907e-04]
 [ -1.31717117e-01  -1.59571624e-01  -2.04483445e-01   1.34902040e-01
   -4.68017864e-02   1.38196029e-01  -2.55456221e-02  -2.52914808e-01
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 [ -6.11680081e-02  -1.65560538e-01   2.78225647e-01   1.05771433e-01
   -3.64477999e-02  -6.72634779e-02  -4.50459256e-02   1.19943057e-01
    9.13846451e-02   7.74571635e-02]
 [  6.50517508e-02  -1.05734234e-01   8.45263626e-02   6.85176594e-02
   -1.73890581e-01  -1.11746658e-02   1.11621291e-01   1.17270781e-01
   -3.13658425e-02  -5.75083061e-02]
 [  3.01301705e-03  -2.82512027e-01  -3.00398752e-01  -7.17271732e-02
   -2.04446030e-01  -8.81898593e-02  -1.42105737e-02   1.58932995e-01
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 [  5.64201091e-02  -9.60830784e-02  -1.10437438e-01   6.62058476e-02
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   -1.44126664e-01  -4.14329864e-02]
 [  1.50611805e-02   3.34178012e-02   1.28027170e-01   1.34921009e-01
   -5.01631494e-02   9.87737201e-02   6.64394387e-03  -4.17346002e-02
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   -1.55589014e-01  -2.00697972e-01   4.01932261e-02  -2.22279805e-02
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   -5.66289950e-03   4.21379273e-02]
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   -1.64644274e-01  -3.66384606e-01]
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    3.62946279e-02  -3.88821975e-01]
 [  1.61143839e-02  -6.45807510e-01  -4.43366409e-02  -1.02299062e-01
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   -3.62633571e-01  -2.15049822e-01]
 [ -1.81791655e-01  -7.43434726e-01  -1.37928420e-02  -2.13031657e-01
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   -7.44844294e-02   8.99485370e-02]
 [ -3.10253108e-01  -5.87356596e-01   5.29452547e-02  -5.06632811e-02
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   -9.09283068e-02  -1.32270971e-01]
 [ -2.31108671e-01  -4.51118350e-01   2.43849345e-01  -2.67497188e-01
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   -2.78732949e-01  -4.52396059e-02]
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   -4.41185145e-02  -1.55827269e-01]
 [  5.08350897e-02   2.58574213e-01   1.42781447e-01  -1.62706310e-01
   -2.56870308e-01   8.15644893e-02  -9.77854248e-02   2.75459587e-01
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 [  3.70170271e-01   4.29558142e-01  -7.36163752e-02   2.85832148e-01
   -1.00662436e+00  -2.83644461e-01  -5.12843917e-01   1.77941007e-01
    4.04555011e-01   7.83789219e-03]
 [  7.43820383e-02   9.88835787e-02   2.65079484e-01   2.74912368e-01
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   -1.08166491e-01  -2.58507652e-01]
 [  3.61579361e-02  -1.37656488e-01  -1.18188106e-01  -4.80980994e-02
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 [  3.31144178e-02  -1.83363635e-02  -5.99656348e-02  -2.21174113e-02
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 [  5.28057809e-02   1.64517906e-01   2.50018984e-01   9.46207066e-02
   -1.16874674e-01  -1.55645186e-01  -2.73996902e-02   4.00356440e-02
   -1.69777260e-01   1.32851129e-01]
 [  1.05349879e-01   1.27491736e-01   1.15581970e-01   3.01013661e-02
   -1.49963576e-01   4.47252104e-02  -9.15402005e-02  -2.70496040e-01
    1.00115429e-02  -5.44631016e-02]
 [  1.08525380e-02   1.78547919e-01   8.96183787e-02  -3.28483501e-02
   -2.37344949e-03   1.64166759e-01  -4.78048726e-02   1.18161136e-01
   -7.70297395e-03   1.90636596e-01]
 [  2.34430387e-01   1.07579437e-01   2.94804950e-02   6.85298907e-02
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   -5.25452995e-02  -1.94211007e-02]
 [  5.72447791e-02   1.14042004e-01   2.07087602e-02   5.20718535e-02
   -4.76274576e-01  -1.31330781e-01  -2.82453004e-01   4.12037376e-02
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 [  5.26906357e-02   4.51161694e-01   1.28219052e-01   4.53807257e-01
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 [  1.88084217e-01   2.90900214e-01   2.30275777e-01   9.21335207e-02
   -7.80817890e-01   1.07049133e-01  -1.22593488e-01   1.57431936e-01
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 [ -9.92742196e-02   2.31939618e-01   2.31427101e-01  -1.74438912e-02
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   -5.84927357e-02   1.75690654e-02]
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   -2.90584738e-01  -1.10248801e-01]
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   -2.09886121e-01   3.23063361e-02]
 [  8.65467602e-03  -5.03350057e-01  -1.28992741e-01  -1.65121183e-01
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   -1.67444719e-01  -2.24384919e-01]
 [ -4.25537018e-02  -5.47694880e-01  -2.17634611e-01  -2.75322100e-01
   -8.67823078e-01   4.67051731e-02   4.46688065e-01  -1.75983748e-01
   -3.51002535e-02  -3.94178336e-01]
 [ -6.14294790e-02  -8.50534214e-02   2.87331489e-01   9.66811343e-02
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   -4.18662959e-02   2.33924869e-02]
 [ -2.80578317e-01  -4.20630588e-02   3.83586582e-02   6.90604618e-02
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   -1.29852731e-02   1.46865237e-01]
 [  1.89265529e-01  -4.77945407e-02  -2.11767420e-01   2.04328358e-02
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    5.75445735e-02  -1.13730876e-01]
 [  2.78164441e-01  -2.12882875e-01   9.07925657e-02   8.56965354e-02
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    1.86236566e-01  -7.56960836e-02]
 [ -8.24195680e-02  -1.23479477e-01   1.28342302e-01   1.31638688e-01
    4.37597149e-02  -1.26227338e-01   1.71030832e-01  -7.91637568e-02
    1.87704184e-01   2.70511444e-02]
 [ -1.70290488e-01  -3.74036135e-01   1.29493648e-01  -5.79041222e-01
   -8.89431951e-01   2.11167564e-01   3.35674751e-01  -1.41368486e-01
   -1.56417800e-01   3.81081375e-02]]
[[ 0.60506309]
 [ 2.08943466]
 [ 0.20602638]
 [ 0.99793099]
 [-3.17549619]
 [-0.4197867 ]
 [-1.99193963]
 [ 0.03458787]
 [ 0.64598543]
 [ 0.81680366]]
Progress: 93.6% ... Training loss: 0.216 ... Validation loss: 0.392[[  2.42767174e-01   8.33714263e-01  -7.17026032e-02   1.83661154e-01
   -4.23302031e-04  -1.05779972e-01  -7.44076294e-02   1.19204719e-01
    2.76317323e-02   3.54743545e-01]
 [  1.24762822e-02   1.03941544e-01  -1.97977051e-02   5.05927553e-02
   -2.50867185e-02  -8.94283159e-03   3.46641520e-01   4.00319509e-02
    1.51449674e-01  -2.06916652e-02]
 [  2.00151767e-01   4.14993004e-01  -6.41942556e-03  -1.21236951e-01
    8.35017238e-01  -1.11480090e-02  -1.25239455e+00  -4.86325044e-02
    4.86827856e-02   2.93961457e-01]
 [ -3.33777299e-02  -4.68996981e-01  -2.15379835e-01   1.95626340e-01
   -3.70236457e-01   2.03268430e-01   4.48937955e-01   5.54175708e-02
    5.15568947e-02   2.58659557e-01]
 [ -6.06198937e-02  -3.68397202e-02  -1.37467648e-01   5.33027306e-02
   -1.42714874e-01  -2.00174098e-01   1.38367776e-01  -1.12398782e-01
   -1.84758616e-01  -9.16714518e-02]
 [ -3.79105711e-01  -7.17926139e-01  -3.00226242e-01   1.46006449e-01
   -4.67060038e-01   2.16588194e-02   4.25834779e-01  -4.27256643e-02
   -3.45028585e-02  -4.55493098e-02]
 [ -3.17023129e-02  -4.97756304e-01   1.43148066e-03   3.16138900e-02
   -3.58752119e-01  -6.46216019e-02   1.70248859e-01  -1.98237060e-01
    1.79253131e-01   3.91187218e-02]
 [  6.82713652e-02  -6.05982999e-01   1.14979969e-02  -1.41789387e-01
   -5.09530914e-01  -2.80258813e-02   1.82853936e-01   1.06472265e-01
    3.26870486e-02  -6.38827455e-02]
 [ -1.68201481e-01  -2.49563322e-01  -2.95497210e-01  -1.28814416e-02
   -2.76302470e-01   5.48042343e-02  -9.20727700e-03  -3.14693518e-02
    2.98843499e-01  -1.18319424e-01]
 [  1.89891785e-02  -6.32319529e-01   5.75796249e-02  -1.50043949e-01
   -6.74716005e-01  -1.07589783e-01   1.91692937e-01  -1.27507077e-01
   -3.02417223e-02   1.64228401e-02]
 [ -6.09478889e-02  -3.27494981e-01   1.58834121e-02  -1.05479267e-01
   -4.75999771e-01  -1.82351108e-02   2.78417210e-01  -1.02917511e-01
    2.60695576e-02  -6.30595927e-02]
 [ -1.69542430e-01  -5.08216382e-01  -8.13053939e-02   3.04058198e-03
   -2.02806019e-01   1.19389539e-01   3.78121314e-01  -2.09162891e-02
   -1.98919373e-01  -2.41118801e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.93979044e-01  -3.63312179e-01   9.13266086e-02   1.97602691e-01
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[[ 0.62926873]
 [ 2.1098807 ]
 [ 0.22612364]
 [ 1.01560153]
 [-3.16441496]
 [-0.40319988]
 [-1.97722968]
 [ 0.05184426]
 [ 0.66730222]
 [ 0.83750615]]
Progress: 93.7% ... Training loss: 0.231 ... Validation loss: 0.403[[  2.40961817e-01   8.27202762e-01  -7.23776544e-02   1.80694392e-01
    1.03299137e-02  -1.04376141e-01  -6.79876222e-02   1.19043540e-01
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   -7.47975694e-03   1.63191564e-01  -5.18851314e-02   1.18241192e-01
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   -5.32437389e-02  -2.03138781e-02]
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 [  2.77936396e-01  -2.14099016e-01   9.06510761e-02   8.49510157e-02
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 [ -8.26383477e-02  -1.24076997e-01   1.28257475e-01   1.31341891e-01
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    1.87499018e-01   2.67375759e-02]
 [ -1.70163614e-01  -3.73052696e-01   1.29489285e-01  -5.79099549e-01
   -8.93396064e-01   2.11087634e-01   3.34503479e-01  -1.41394565e-01
   -1.56379306e-01   3.82421194e-02]]
[[ 0.61730889]
 [ 2.10332328]
 [ 0.21474539]
 [ 1.00650329]
 [-3.17614626]
 [-0.41422064]
 [-1.98856381]
 [ 0.04203021]
 [ 0.65631488]
 [ 0.82580574]]
Progress: 93.7% ... Training loss: 0.216 ... Validation loss: 0.390[[  2.39034601e-01   8.21536847e-01  -7.31276291e-02   1.77151800e-01
    1.85815182e-02  -1.03063259e-01  -6.32991302e-02   1.18896917e-01
    2.34817675e-02   3.49602429e-01]
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   -2.41183002e-02  -8.61316466e-03   3.48771144e-01   4.00001872e-02
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 [  1.97460784e-01   4.04852178e-01  -7.47925501e-03  -1.25709296e-01
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    4.59237093e-02   2.90249835e-01]
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   -3.67761648e-01   2.03393528e-01   4.49634889e-01   5.54104343e-02
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   -3.53060861e-02  -4.64295841e-02]
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   -1.99750333e-01  -2.42060909e-01]
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   -2.97660171e-01  -1.25278334e-01]
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   -8.63584107e-02  -8.80695563e-02   3.40501728e-01  -3.56224269e-04
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   -6.60785914e-02   7.14330895e-02  -1.44418217e-02  -2.09396198e-02
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   -3.09392096e-02  -5.70781883e-02]
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   -1.64546303e-01  -3.66248858e-01]
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 [  1.58613760e-02  -6.46597838e-01  -4.44346074e-02  -1.02712260e-01
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   -4.27216085e-02   2.22563459e-02]
 [ -2.80262332e-01  -4.06695924e-02   3.84672952e-02   6.93425897e-02
    2.01696945e-01  -2.18488024e-01  -2.75908372e-02   2.37269627e-01
   -1.27339903e-02   1.46967884e-01]
 [  1.90655076e-01  -4.30985498e-02  -2.11198177e-01   2.33116428e-02
    1.40093718e-01  -3.39054660e-01   7.09429780e-03  -1.62114473e-01
    5.92257134e-02  -1.11558247e-01]
 [  2.77117905e-01  -2.16784219e-01   9.03342138e-02   8.34860027e-02
    1.41541279e-01  -8.59573499e-02  -1.44585144e-02  -1.31084182e-01
    1.85038650e-01  -7.71381851e-02]
 [ -8.29069535e-02  -1.24902820e-01   1.28157775e-01   1.30885143e-01
    4.69953946e-02  -1.25905600e-01   1.72337209e-01  -7.92162832e-02
    1.87220508e-01   2.63681991e-02]
 [ -1.70160802e-01  -3.72473535e-01   1.29473332e-01  -5.79285253e-01
   -8.94632082e-01   2.11171756e-01   3.34515300e-01  -1.41401012e-01
   -1.56439995e-01   3.82951340e-02]]
[[ 0.60906849]
 [ 2.09852589]
 [ 0.20668189]
 [ 0.99878054]
 [-3.17974025]
 [-0.42040585]
 [-1.99568342]
 [ 0.03599419]
 [ 0.64918818]
 [ 0.81811509]]
Progress: 93.8% ... Training loss: 0.214 ... Validation loss: 0.386[[  2.38566238e-01   8.21457959e-01  -7.33054689e-02   1.76359919e-01
    2.06525877e-02  -1.02688453e-01  -6.33094094e-02   1.18859315e-01
    2.28870119e-02   3.48812090e-01]
 [  1.19909638e-02   1.01541293e-01  -1.99705949e-02   4.98265293e-02
   -2.51945461e-02  -8.59881770e-03   3.48343006e-01   3.99986662e-02
    1.51026478e-01  -2.12456326e-02]
 [  1.97927452e-01   4.05840213e-01  -7.38923995e-03  -1.25424472e-01
    8.54648503e-01  -9.28442122e-03  -1.24600573e+00  -4.88655195e-02
    4.62118971e-02   2.90529142e-01]
 [ -3.28444032e-02  -4.62563791e-01  -2.15135770e-01   1.97364639e-01
   -3.72000166e-01   2.03128408e-01   4.48509424e-01   5.54417690e-02
    5.22871718e-02   2.59072033e-01]
 [ -5.98432203e-02  -3.30414613e-02  -1.37041821e-01   5.45662929e-02
   -1.51176738e-01  -2.00978936e-01   1.34816804e-01  -1.12268150e-01
   -1.83763230e-01  -9.06486620e-02]
 [ -3.80138742e-01  -7.21117615e-01  -3.00622611e-01   1.44077511e-01
   -4.67568332e-01   2.22825137e-02   4.28577033e-01  -4.27993494e-02
   -3.57645644e-02  -4.70006464e-02]
 [ -3.36383782e-02  -5.03920585e-01   7.44729387e-04   2.83566519e-02
   -3.48886712e-01  -6.32493562e-02   1.75274592e-01  -1.98384077e-01
    1.77353672e-01   3.66747568e-02]
 [  6.52155727e-02  -6.15466720e-01   1.02963932e-02  -1.47156143e-01
   -4.96292695e-01  -2.57680389e-02   1.90618162e-01   1.06204287e-01
    2.90355217e-02  -6.83786631e-02]
 [ -1.68837112e-01  -2.52117554e-01  -2.95713594e-01  -1.40823102e-02
   -2.71190136e-01   5.52551661e-02  -6.73704699e-03  -3.15082248e-02
    2.98317233e-01  -1.19156777e-01]
 [  1.45266190e-02  -6.46368199e-01   5.58854178e-02  -1.58276929e-01
   -6.55896303e-01  -1.04339826e-01   2.02268683e-01  -1.27854635e-01
   -3.52165135e-02   1.01529225e-02]
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   -4.70037739e-01  -1.73026458e-02   2.83768041e-01  -1.03020091e-01
    2.45732048e-02  -6.48616330e-02]
 [ -1.70383903e-01  -5.10692461e-01  -8.16056738e-02   1.83911995e-03
   -1.99880086e-01   1.19911831e-01   3.80197179e-01  -2.09937038e-02
   -1.99787187e-01  -2.42275416e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.94717949e-01  -3.65700366e-01   9.10591899e-02   1.96225285e-01
   -1.85793915e-01  -5.94622967e-02   1.32624024e-01  -2.63678828e-01
   -2.98061406e-01  -1.25744806e-01]
 [  8.52149611e-02  -2.83269348e-01  -2.84610653e-02   8.77374058e-02
   -8.70295413e-02  -8.81615577e-02   3.40583255e-01  -3.49048093e-04
    7.41001519e-03  -2.46435605e-02]
 [  3.64228215e-02  -1.56837263e-01  -2.11441264e-01   1.35175348e-01
   -6.49840721e-02   7.17802480e-02  -1.36108711e-02  -2.09703689e-02
   -8.81648313e-02  -1.97645985e-03]
 [ -1.30338783e-01  -1.54684813e-01  -2.04001212e-01   1.36946400e-01
   -5.18221793e-02   1.37378206e-01  -2.92588739e-02  -2.52850313e-01
    6.29982260e-02  -2.02481291e-01]
 [ -6.20964288e-02  -1.69516309e-01   2.77885978e-01   1.04121178e-01
   -3.18084881e-02  -6.65947843e-02  -4.20724699e-02   1.19868168e-01
    9.05306518e-02   7.63970272e-02]
 [  6.53445566e-02  -1.05355263e-01   8.46370433e-02   6.92882558e-02
   -1.76370330e-01  -1.13189456e-02   1.10634260e-01   1.17282208e-01
   -3.09767969e-02  -5.71094557e-02]
 [  3.75838204e-03  -2.80116887e-01  -3.00165338e-01  -7.04686619e-02
   -2.07413057e-01  -8.87071193e-02  -1.55773255e-02   1.58954946e-01
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 [  5.65396952e-02  -9.30402773e-02  -1.10354688e-01   6.66321281e-02
   -3.98513555e-01   3.11457863e-01   3.33980357e-01   2.03548386e-01
   -1.43835014e-01  -4.11454593e-02]
 [  1.35515326e-02   2.91798511e-02   1.27473568e-01   1.32369276e-01
   -4.43648260e-02   9.97954140e-02   1.06256074e-02  -4.18526274e-02
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 [  1.03950842e-01   6.81237075e-02  -4.52892595e-02  -1.17204172e-01
   -1.74619395e-01  -3.25819760e-01   1.48961083e-01   6.64015081e-03
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   -1.55438092e-01  -2.00757413e-01   3.97473754e-02  -2.22059597e-02
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 [ -1.54017665e-01  -1.26943887e-01  -2.01306492e-01  -1.34415988e-02
   -4.08600692e-01  -5.85772187e-03   6.71831493e-02  -2.61286441e-02
   -5.74818374e-03   4.19897679e-02]
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   -1.64436440e-01  -3.66124243e-01]
 [ -1.03801233e-02  -5.80100651e-01  -3.09110920e-02  -6.72857494e-02
    6.57432403e-01   9.62037940e-02   6.49061576e-01   9.11438731e-02
    3.60446794e-02  -3.89188865e-01]
 [  1.57574339e-02  -6.46992247e-01  -4.44789315e-02  -1.02909547e-01
    6.84042080e-01   1.96979385e-02   6.31143195e-01   4.82572324e-02
   -3.63041634e-01  -2.15523961e-01]
 [ -1.81483302e-01  -7.43215363e-01  -1.36852862e-02  -2.12472248e-01
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   -7.41520952e-02   9.04012785e-02]
 [ -3.11009237e-01  -5.88740353e-01   5.26906633e-02  -5.18823804e-02
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   -9.17191791e-02  -1.33253149e-01]
 [ -2.31713558e-01  -4.52483507e-01   2.43641792e-01  -2.68349522e-01
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   -2.79365146e-01  -4.59881661e-02]
 [ -1.65215779e-01  -3.15632402e-01  -1.92913778e-01  -1.43380024e-01
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   -4.54914758e-02  -1.57510659e-01]
 [  5.13389425e-02   2.61656723e-01   1.42984233e-01  -1.61838156e-01
   -2.62283174e-01   8.12623312e-02  -1.00508344e-01   2.75497726e-01
    6.59108616e-03   1.08792801e-01]
 [  3.70720324e-01   4.30602117e-01  -7.34354135e-02   2.86377052e-01
   -1.00695226e+00  -2.83857674e-01  -5.12332665e-01   1.77967540e-01
    4.05095826e-01   8.60274683e-03]
 [  7.44472375e-02   9.95286299e-02   2.65107611e-01   2.74959143e-01
    1.03754197e-02  -2.13267604e-01  -1.85574061e-01  -1.31432890e-01
   -1.08063802e-01  -2.58435824e-01]
 [  3.66735416e-02  -1.37441419e-01  -1.18043648e-01  -4.73329644e-02
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    4.26515054e-02   2.22674416e-01]
 [  3.29850673e-02  -1.92965029e-02  -6.00867359e-02  -2.27134121e-02
    4.76255251e-02  -2.01683354e-01  -3.54330011e-02   1.11956180e-02
    6.30071844e-02   3.40497861e-02]
 [  5.16336887e-02   1.60598906e-01   2.49603231e-01   9.26732715e-02
   -1.09841124e-01  -1.54957997e-01  -2.42891031e-02   3.99543436e-02
   -1.71040163e-01   1.31304213e-01]
 [  1.05237112e-01   1.26681310e-01   1.15502938e-01   2.96281726e-02
   -1.47181582e-01   4.47288586e-02  -9.07078987e-02  -2.70532684e-01
    9.86642481e-03  -5.46822647e-02]
 [  1.23060364e-02   1.82977878e-01   9.01128282e-02  -3.07954330e-02
   -6.55802538e-03   1.63211551e-01  -5.17766577e-02   1.18242491e-01
   -6.17966896e-03   1.92709846e-01]
 [  2.33773734e-01   1.04976780e-01   2.91927678e-02   6.71284592e-02
    6.57950887e-02  -3.39971584e-02  -2.96573870e-01   1.47665605e-01
   -5.34330858e-02  -2.05720661e-02]
 [  5.75639347e-02   1.14551527e-01   2.08144196e-02   5.25025003e-02
   -4.75566256e-01  -1.31677234e-01  -2.82747392e-01   4.12136751e-02
    1.26974864e-01   2.05654227e-01]
 [  5.24680244e-02   4.50956800e-01   1.28146746e-01   4.53545855e-01
   -1.71951015e+00  -2.83282576e-01  -4.26227241e-01  -7.07941415e-02
    3.01168775e-01   3.33483841e-01]
 [  1.49773510e-01   4.56449754e-01   6.36483985e-02   4.14935691e-01
   -1.54449075e+00  -6.39112494e-02  -3.31269348e-01   1.48855033e-01
    2.02470351e-01   4.31394095e-01]
 [  1.88240162e-01   2.93005661e-01   2.30419233e-01   9.28734372e-02
   -7.85043231e-01   1.06732043e-01  -1.23673763e-01   1.57453218e-01
    1.95948139e-01   2.55959417e-02]
 [ -9.83997677e-02   2.35094752e-01   2.31755234e-01  -1.58646149e-02
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   -5.74687876e-02   1.87894148e-02]
 [ -1.16185855e-01  -5.89750346e-03   1.80879405e-02   6.99684197e-02
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   -2.90782235e-01  -1.10485982e-01]
 [ -2.27375492e-01  -9.59433573e-02  -9.58469247e-02  -3.46285419e-01
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   -2.10150284e-01   3.20066101e-02]
 [  8.03266996e-03  -5.04928735e-01  -1.29207906e-01  -1.66076762e-01
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   -1.68111300e-01  -2.25244371e-01]
 [ -4.17080277e-02  -5.42915097e-01  -2.17323234e-01  -2.74178846e-01
   -8.76554076e-01   4.60764578e-02   4.44449323e-01  -1.75948482e-01
   -3.41386525e-02  -3.92921447e-01]
 [ -6.34912024e-02  -9.40034441e-02   2.86622496e-01   9.35430663e-02
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   -4.39358864e-02   2.07681632e-02]
 [ -2.79763098e-01  -3.91631129e-02   3.86360848e-02   7.02479832e-02
    1.99965913e-01  -2.18849541e-01  -2.88839770e-02   2.37295998e-01
   -1.21811007e-02   1.47510115e-01]
 [  1.90323025e-01  -4.41789174e-02  -2.11302512e-01   2.27736921e-02
    1.42428404e-01  -3.38847078e-01   7.92049275e-03  -1.62134498e-01
    5.88736883e-02  -1.12022781e-01]
 [  2.77728045e-01  -2.14921292e-01   9.05221173e-02   8.43926714e-02
    1.40614973e-01  -8.63409976e-02  -1.63976803e-02  -1.31054235e-01
    1.85553360e-01  -7.64038533e-02]
 [ -8.38682835e-02  -1.28172492e-01   1.27822512e-01   1.29333598e-01
    4.92034509e-02  -1.25254618e-01   1.74642008e-01  -7.92743138e-02
    1.86271121e-01   2.50648354e-02]
 [ -1.70034510e-01  -3.71819528e-01   1.29528722e-01  -5.79088403e-01
   -8.94723328e-01   2.11069137e-01   3.34421036e-01  -1.41392737e-01
   -1.56285370e-01   3.85070032e-02]]
[[ 0.60355798]
 [ 2.09484172]
 [ 0.20044395]
 [ 0.99242036]
 [-3.18535148]
 [-0.42500574]
 [-2.00389957]
 [ 0.030665  ]
 [ 0.64291059]
 [ 0.81258764]]
Progress: 93.8% ... Training loss: 0.215 ... Validation loss: 0.387[[  2.40533498e-01   8.27898166e-01  -7.26778585e-02   1.79564819e-01
    1.63525195e-02  -1.04002669e-01  -6.82940895e-02   1.18960206e-01
    2.49523284e-02   3.51347739e-01]
 [  1.19668681e-02   1.01400680e-01  -1.99787101e-02   4.97860164e-02
   -2.50327901e-02  -8.58228746e-03   3.48446351e-01   3.99979892e-02
    1.50997760e-01  -2.12806199e-02]
 [  1.98485562e-01   4.07449334e-01  -7.21911043e-03  -1.24753343e-01
    8.50929164e-01  -9.62250524e-03  -1.25197285e+00  -4.88428725e-02
    4.65786140e-02   2.90949792e-01]
 [ -3.04654567e-02  -4.55223691e-01  -2.14276230e-01   2.01880584e-01
   -3.80488021e-01   2.01312868e-01   4.43315486e-01   5.55663900e-02
    5.50862430e-02   2.62402286e-01]
 [ -6.19208358e-02  -3.88558886e-02  -1.37743277e-01   5.09055412e-02
   -1.44147641e-01  -1.99687289e-01   1.39638594e-01  -1.12367338e-01
   -1.85952019e-01  -9.33556539e-02]
 [ -3.79374288e-01  -7.19342736e-01  -3.00401418e-01   1.45277583e-01
   -4.70012094e-01   2.17695681e-02   4.27945930e-01  -4.27583113e-02
   -3.49420352e-02  -4.60141887e-02]
 [ -3.38203813e-02  -5.04734527e-01   6.84913379e-04   2.80493686e-02
   -3.47887536e-01  -6.31296140e-02   1.75198879e-01  -1.98391474e-01
    1.77175118e-01   3.64159445e-02]
 [  6.71162926e-02  -6.10289176e-01   1.09340097e-02  -1.44047806e-01
   -5.03342719e-01  -2.71238450e-02   1.84277636e-01   1.06299691e-01
    3.09954445e-02  -6.60140587e-02]
 [ -1.68346535e-01  -2.51338919e-01  -2.95519080e-01  -1.32006209e-02
   -2.73031325e-01   5.48958808e-02  -7.07175381e-03  -3.14805243e-02
    2.98927416e-01  -1.18412321e-01]
 [  1.65006399e-02  -6.41157337e-01   5.65567845e-02  -1.55182521e-01
   -6.63727309e-01  -1.05706397e-01   1.96023365e-01  -1.27754108e-01
   -3.32410484e-02   1.26587900e-02]
 [ -6.08668209e-02  -3.29176352e-01   1.58041976e-02  -1.05578034e-01
   -4.72842072e-01  -1.83048122e-02   2.81304945e-01  -1.02945527e-01
    2.61496756e-02  -6.30192554e-02]
 [ -1.70821732e-01  -5.12173798e-01  -8.17109391e-02   1.40693498e-03
   -1.99580547e-01   1.20172274e-01   3.81523545e-01  -2.10120490e-02
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[[ 0.61367438]
 [ 2.09919002]
 [ 0.20859826]
 [ 1.00132044]
 [-3.18247271]
 [-0.41429892]
 [-1.99078413]
 [ 0.04265982]
 [ 0.65462691]
 [ 0.82461705]]
Progress: 93.8% ... Training loss: 0.215 ... Validation loss: 0.388[[  2.38538877e-01   8.20674136e-01  -7.34239402e-02   1.75841177e-01
    2.74221803e-02  -1.02582438e-01  -6.30174035e-02   1.18804860e-01
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   -5.94497115e-03   1.62825321e-01  -5.32871173e-02   1.18273058e-01
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 [ -8.38562608e-02  -1.28339873e-01   1.27852268e-01   1.29559659e-01
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    1.86317983e-01   2.50746410e-02]
 [ -1.70665040e-01  -3.74166406e-01   1.29295108e-01  -5.80250985e-01
   -8.94655812e-01   2.11512392e-01   3.36809653e-01  -1.41434492e-01
   -1.57008167e-01   3.74840539e-02]]
[[ 0.60084635]
 [ 2.08993322]
 [ 0.19891681]
 [ 0.99130826]
 [-3.18953571]
 [-0.42227161]
 [-1.99916417]
 [ 0.03224562]
 [ 0.64254303]
 [ 0.81270944]]
Progress: 93.9% ... Training loss: 0.217 ... Validation loss: 0.389[[  2.42499980e-01   8.33990852e-01  -7.20996361e-02   1.82100409e-01
    1.40552177e-02  -1.05423660e-01  -7.38951995e-02   1.19017084e-01
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   -2.68274705e-02  -8.78379403e-03   3.47972656e-01   4.00037340e-02
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   -3.44682330e-02  -4.54913291e-02]
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   -1.99864560e-01  -2.42429345e-01]
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   -3.01114597e-02  -3.87875173e-01]
 [ -6.36764047e-02  -9.49284204e-02   2.86591385e-01   9.33612032e-02
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   -4.40833764e-02   2.05790510e-02]
 [ -2.78408247e-01  -3.63053087e-02   3.90963472e-02   7.24560639e-02
    1.97672092e-01  -2.19870438e-01  -3.14686893e-02   2.37370599e-01
   -1.06189078e-02   1.49398369e-01]
 [  1.88880511e-01  -4.85703306e-02  -2.11825321e-01   2.00478895e-02
    1.49751621e-01  -3.37855614e-01   1.18286194e-02  -1.62246222e-01
    5.73348372e-02  -1.14248256e-01]
 [  2.76849609e-01  -2.18918443e-01   9.01998258e-02   8.27453364e-02
    1.46737700e-01  -8.56868166e-02  -1.45367268e-02  -1.31105455e-01
    1.84493469e-01  -7.77510963e-02]
 [ -8.08718499e-02  -1.19360015e-01   1.28869839e-01   1.34440456e-01
    4.00754273e-02  -1.27427975e-01   1.66245950e-01  -7.91219582e-02
    1.89350851e-01   2.88971718e-02]
 [ -1.70721978e-01  -3.74553351e-01   1.29270265e-01  -5.80435529e-01
   -8.98555757e-01   2.11520469e-01   3.36241776e-01  -1.41440815e-01
   -1.57072404e-01   3.72757604e-02]]
[[ 0.61998105]
 [ 2.10254519]
 [ 0.21619949]
 [ 1.008948  ]
 [-3.18023321]
 [-0.40523905]
 [-1.98061749]
 [ 0.04926246]
 [ 0.66356813]
 [ 0.83229508]]
Progress: 94.0% ... Training loss: 0.221 ... Validation loss: 0.398[[  2.38604452e-01   8.21699278e-01  -7.34410410e-02   1.75766755e-01
    3.06191055e-02  -1.02835504e-01  -6.47172890e-02   1.18702572e-01
    2.26165622e-02   3.48413462e-01]
 [  1.16330660e-02   1.00215238e-01  -2.01255590e-02   4.89840053e-02
   -2.50868674e-02  -8.35586960e-03   3.49472059e-01   3.99539354e-02
    1.50689371e-01  -2.18407640e-02]
 [  1.93275418e-01   3.89825708e-01  -9.08550330e-03  -1.33641906e-01
    8.70873637e-01  -6.12573335e-03  -1.24093793e+00  -4.92958729e-02
    4.09562391e-02   2.83995069e-01]
 [ -3.31608766e-02  -4.55933008e-01  -2.15226164e-01   1.97976366e-01
   -3.69569184e-01   2.03166438e-01   4.48491597e-01   5.53370824e-02
    5.20348104e-02   2.58417145e-01]
 [ -6.23058724e-02  -4.23881949e-02  -1.37763596e-01   5.06730713e-02
   -1.38115012e-01  -1.99555487e-01   1.43972138e-01  -1.12273713e-01
   -1.86245148e-01  -9.30437395e-02]
 [ -3.79802807e-01  -7.20828632e-01  -3.00582881e-01   1.44328551e-01
   -4.67784123e-01   2.19364084e-02   4.29949330e-01  -4.28131819e-02
   -3.54422219e-02  -4.68035530e-02]
 [ -3.54651800e-02  -5.08680272e-01   1.31071770e-04   2.51797008e-02
   -3.40773643e-01  -6.21807397e-02   1.77575782e-01  -1.98558733e-01
    1.75319612e-01   3.41187980e-02]
 [  6.40752076e-02  -6.19964380e-01   9.81292530e-03  -1.49098855e-01
   -4.92271581e-01  -2.50581164e-02   1.91403567e-01   1.06004361e-01
    2.75764190e-02  -7.04120665e-02]
 [ -1.68790645e-01  -2.52873836e-01  -2.95649273e-01  -1.39300492e-02
   -2.73430432e-01   5.51506246e-02  -6.50516166e-03  -3.15280758e-02
    2.98629149e-01  -1.19025302e-01]
 [  1.51423705e-02  -6.46122222e-01   5.60411310e-02  -1.58170966e-01
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   -3.47362524e-02   1.02342637e-02]
 [ -6.37780152e-02  -3.38681391e-01   1.47773275e-02  -1.10202149e-01
   -4.60683057e-01  -1.64516949e-02   2.87909371e-01  -1.03187180e-01
    2.29764131e-02  -6.69650650e-02]
 [ -1.72110782e-01  -5.14345635e-01  -8.21549973e-02  -5.79682013e-04
   -1.95716298e-01   1.21003162e-01   3.84471546e-01  -2.11282128e-02
   -2.01529561e-01  -2.44514119e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.95097050e-01  -3.67122178e-01   9.09297997e-02   1.95503893e-01
   -1.85140216e-01  -5.92342419e-02   1.34126064e-01  -2.63705892e-01
   -2.98515425e-01  -1.26399215e-01]
 [  8.60024672e-02  -2.80966571e-01  -2.82142669e-02   8.89473612e-02
   -8.77513048e-02  -8.87297825e-02   3.40102141e-01  -3.15373938e-04
    8.25359624e-03  -2.36504468e-02]
 [  3.57662426e-02  -1.58973279e-01  -2.11714452e-01   1.34074253e-01
   -6.22420314e-02   7.21279563e-02  -1.15481746e-02  -2.10298487e-02
   -8.88268691e-02  -2.89419108e-03]
 [ -1.29308337e-01  -1.50947054e-01  -2.03646111e-01   1.38565896e-01
   -5.45582369e-02   1.36704240e-01  -3.35855806e-02  -2.52797169e-01
    6.40257384e-02  -2.01111456e-01]
 [ -6.36076122e-02  -1.74562382e-01   2.77376170e-01   1.01478412e-01
   -2.54491749e-02  -6.57061666e-02  -3.84496946e-02   1.19745661e-01
    8.88936127e-02   7.42906440e-02]
 [  6.50918637e-02  -1.06484177e-01   8.45646904e-02   6.88731097e-02
   -1.77322112e-01  -1.11490466e-02   1.11214322e-01   1.17250331e-01
   -3.11754066e-02  -5.73745152e-02]
 [  2.04997423e-03  -2.86694643e-01  -3.00867691e-01  -7.34930019e-02
   -2.01070887e-01  -8.75009018e-02  -1.23438795e-02   1.58779266e-01
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 [  5.67971976e-02  -9.19589677e-02  -1.10248225e-01   6.70816661e-02
   -3.99589348e-01   3.11317694e-01   3.33085638e-01   2.03557516e-01
   -1.43604874e-01  -4.10369030e-02]
 [  1.36413547e-02   2.99025087e-02   1.27486314e-01   1.32602828e-01
   -4.42884622e-02   9.95696412e-02   8.87993288e-03  -4.19105955e-02
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 [  1.03146508e-01   6.57026436e-02  -4.55467187e-02  -1.18555559e-01
   -1.73355030e-01  -3.25322748e-01   1.51353819e-01   6.56448812e-03
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   -1.57602017e-01  -2.00788703e-01   3.91466732e-02  -2.22003570e-02
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   -4.08711227e-01  -6.22791659e-03   6.65290874e-02  -2.60882216e-02
   -5.15311778e-03   4.26723536e-02]
 [ -1.54747743e-02  -2.47441400e-01  -7.06218543e-02  -1.04639233e-01
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   -1.65126729e-01  -3.67028015e-01]
 [ -1.02941321e-02  -5.80566132e-01  -3.08976211e-02  -6.72072152e-02
    6.57014225e-01   9.61642288e-02   6.48854152e-01   9.11403874e-02
    3.60724830e-02  -3.89149287e-01]
 [  1.60103334e-02  -6.47234299e-01  -4.43964428e-02  -1.02500031e-01
    6.83403569e-01   1.94809329e-02   6.30863629e-01   4.82663393e-02
   -3.62757761e-01  -2.15185391e-01]
 [ -1.81506535e-01  -7.43687661e-01  -1.36855535e-02  -2.12470436e-01
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   -7.41510417e-02   9.03968639e-02]
 [ -3.10870250e-01  -5.88755753e-01   5.27656170e-02  -5.15592510e-02
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   -9.15147832e-02  -1.33023900e-01]
 [ -2.31429097e-01  -4.52082735e-01   2.43742452e-01  -2.67873082e-01
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   -2.79056071e-01  -4.56075454e-02]
 [ -1.66085311e-01  -3.16479828e-01  -1.93185908e-01  -1.44691802e-01
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   -4.64277420e-02  -1.58727429e-01]
 [  5.22177259e-02   2.64936790e-01   1.43284424e-01  -1.60133732e-01
   -2.66670858e-01   8.05272340e-02  -1.02969496e-01   2.75524610e-01
    7.56206030e-03   1.09839921e-01]
 [  3.70712554e-01   4.30467305e-01  -7.35285975e-02   2.85799306e-01
   -1.00583142e+00  -2.83774471e-01  -5.11516241e-01   1.77920160e-01
    4.04976294e-01   8.12509060e-03]
 [  7.37415630e-02   9.74907260e-02   2.64889345e-01   2.73883085e-01
    1.44862562e-02  -2.12815093e-01  -1.83516060e-01  -1.31478879e-01
   -1.08788364e-01  -2.59367570e-01]
 [  3.69965187e-02  -1.37096791e-01  -1.17971667e-01  -4.69813898e-02
    2.76448621e-01   2.73513239e-02  -5.65149615e-02  -1.85905205e-01
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 [  3.27983051e-02  -1.95671537e-02  -6.01579385e-02  -2.31353267e-02
    4.93037233e-02  -2.01645026e-01  -3.56412750e-02   1.11683534e-02
    6.27642202e-02   3.37203520e-02]
 [  5.12229621e-02   1.59780685e-01   2.49432270e-01   9.19749705e-02
   -1.07230108e-01  -1.54674254e-01  -2.43400516e-02   3.98966196e-02
   -1.71541790e-01   1.30805691e-01]
 [  1.04821044e-01   1.24698786e-01   1.15340809e-01   2.86185938e-02
   -1.42814947e-01   4.50127163e-02  -9.01567387e-02  -2.70567830e-01
    9.36628772e-03  -5.53635468e-02]
 [  1.25594721e-02   1.82939273e-01   9.01578404e-02  -3.04672929e-02
   -3.16449515e-03   1.63008312e-01  -5.27892475e-02   1.18225653e-01
   -5.97380286e-03   1.93015983e-01]
 [  2.34370609e-01   1.07604237e-01   2.94231810e-02   6.81197466e-02
    6.32034941e-02  -3.45034931e-02  -2.98188316e-01   1.47704165e-01
   -5.27631647e-02  -1.97558913e-02]
 [  5.82762173e-02   1.17000240e-01   2.10546364e-02   5.36171744e-02
   -4.78006100e-01  -1.32146662e-01  -2.84605476e-01   4.12516926e-02
    1.27695056e-01   2.06549081e-01]
 [  5.16240726e-02   4.48664088e-01   1.27879089e-01   4.52216196e-01
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    3.00335925e-01   3.32467643e-01]
 [  1.49201861e-01   4.54330600e-01   6.34796509e-02   4.14063896e-01
   -1.54504157e+00  -6.35305129e-02  -3.29954290e-01   1.48816795e-01
    2.02000031e-01   4.30785387e-01]
 [  1.86601159e-01   2.88892135e-01   2.29852227e-01   9.02600110e-02
   -7.81536429e-01   1.07838987e-01  -1.19593743e-01   1.57332311e-01
    1.94225063e-01   2.33722094e-02]
 [ -9.81496333e-02   2.36256841e-01   2.31834413e-01  -1.54878721e-02
   -2.01841189e-01   1.44277604e-01  -6.07433405e-02  -1.77842720e-02
   -5.71683734e-02   1.90738567e-02]
 [ -1.16570539e-01  -7.24482304e-03   1.79481263e-02   6.93467289e-02
   -1.13045703e-01   1.23892321e-01   2.30455919e-01   1.75840251e-02
   -2.91216206e-01  -1.10934097e-01]
 [ -2.27004974e-01  -9.56211948e-02  -9.56999254e-02  -3.45511754e-01
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   -2.09724431e-01   3.25130003e-02]
 [  7.97605963e-03  -5.05199795e-01  -1.29229397e-01  -1.66145421e-01
    3.65835492e-01   2.42078245e-02   2.20494337e-01   1.51491017e-01
   -1.68174172e-01  -2.25324314e-01]
 [ -3.95370445e-02  -5.34881585e-01  -2.16607561e-01  -2.70777171e-01
   -8.89319522e-01   4.44745521e-02   4.38792369e-01  -1.75880721e-01
   -3.17225087e-02  -3.90150215e-01]
 [ -6.53076583e-02  -1.00110891e-01   2.86039779e-01   9.07076687e-02
    1.73862715e-01   4.02093618e-02   3.66848343e-02  -2.91968729e-01
   -4.57873408e-02   1.85105273e-02]
 [ -2.79754057e-01  -4.07152116e-02   3.86314300e-02   7.02551313e-02
    2.04684377e-01  -2.19062034e-01  -2.88694656e-02   2.37264549e-01
   -1.20902878e-02   1.47740666e-01]
 [  1.87957132e-01  -5.07903964e-02  -2.12113323e-01   1.87006562e-02
    1.54325197e-01  -3.37240101e-01   1.46073608e-02  -1.62309991e-01
    5.64793375e-02  -1.15375594e-01]
 [  2.75533007e-01  -2.23345914e-01   8.96967728e-02   8.05059365e-02
    1.52593491e-01  -8.47674155e-02  -1.12056552e-02  -1.31221963e-01
    1.82954734e-01  -7.95964831e-02]
 [ -8.08422984e-02  -1.19213062e-01   1.28875771e-01   1.34467230e-01
    4.01139289e-02  -1.27439114e-01   1.66200915e-01  -7.91202141e-02
    1.89356689e-01   2.88842287e-02]
 [ -1.71447898e-01  -3.75841471e-01   1.28990242e-01  -5.81552053e-01
   -8.97985307e-01   2.12065732e-01   3.37046570e-01  -1.41510398e-01
   -1.57892369e-01   3.62281121e-02]]
[[ 0.59146462]
 [ 2.08564202]
 [ 0.19109956]
 [ 0.98366701]
 [-3.19704479]
 [-0.43022623]
 [-2.00486331]
 [ 0.0240262 ]
 [ 0.63376416]
 [ 0.80221195]]
Progress: 94.0% ... Training loss: 0.224 ... Validation loss: 0.393[[  2.39208085e-01   8.23634125e-01  -7.32233299e-02   1.76921906e-01
    2.90736943e-02  -1.03228059e-01  -6.62334857e-02   1.18728226e-01
    2.33156797e-02   3.49380565e-01]
 [  1.17120520e-02   1.00265812e-01  -2.01018954e-02   4.91092216e-02
   -2.55081553e-02  -8.41130847e-03   3.49057583e-01   3.99567191e-02
    1.50772831e-01  -2.17305599e-02]
 [  1.93817831e-01   3.89804303e-01  -8.92630811e-03  -1.32058408e-01
    8.64840045e-01  -6.49042650e-03  -1.24467323e+00  -4.92769674e-02
    4.14684708e-02   2.84983545e-01]
 [ -3.18202424e-02  -4.53935109e-01  -2.14766854e-01   2.00318685e-01
   -3.78722901e-01   2.02010500e-01   4.43691569e-01   5.53934711e-02
    5.34950049e-02   2.60239616e-01]
 [ -6.12699864e-02  -3.85645738e-02  -1.37387787e-01   5.24517650e-02
   -1.39634409e-01  -2.00225872e-01   1.42156784e-01  -1.12224235e-01
   -1.84982724e-01  -9.15724396e-02]
 [ -3.79097276e-01  -7.19037808e-01  -3.00364345e-01   1.45190884e-01
   -4.68594003e-01   2.14479525e-02   4.29129148e-01  -4.27848178e-02
   -3.47053965e-02  -4.59319293e-02]
 [ -3.45498697e-02  -5.06240527e-01   4.50378583e-04   2.67963295e-02
   -3.45479136e-01  -6.28436418e-02   1.74353905e-01  -1.98519526e-01
    1.76356959e-01   3.53658131e-02]
 [  6.51411718e-02  -6.18787916e-01   1.01456107e-02  -1.47050983e-01
   -4.98741362e-01  -2.57782687e-02   1.87907801e-01   1.06047170e-01
    2.86767119e-02  -6.87942047e-02]
 [ -1.67490462e-01  -2.49496441e-01  -2.95233328e-01  -1.18960710e-02
   -2.76904146e-01   5.42907083e-02  -1.06296536e-02  -3.14765576e-02
    2.99939523e-01  -1.17365387e-01]
 [  1.75694845e-02  -6.40214410e-01   5.68088546e-02  -1.54084732e-01
   -6.66411531e-01  -1.06503206e-01   1.91881401e-01  -1.27864328e-01
   -3.22169136e-02   1.35341918e-02]
 [ -6.26857943e-02  -3.36159088e-01   1.51273219e-02  -1.08485200e-01
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[[ 0.60496899]
 [ 2.09231376]
 [ 0.2044534 ]
 [ 0.99951347]
 [-3.18866567]
 [-0.41898334]
 [-1.98753201]
 [ 0.03610796]
 [ 0.64898752]
 [ 0.81615559]]
Progress: 94.0% ... Training loss: 0.215 ... Validation loss: 0.390[[  2.38498773e-01   8.21956576e-01  -7.34328016e-02   1.75682116e-01
    3.30774735e-02  -1.02739515e-01  -6.48254063e-02   1.18683569e-01
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   -3.46405907e-02  -4.58088997e-02]
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   -2.01781938e-01  -2.44717321e-01]
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 [  1.20070124e-02   1.81598625e-01   8.99937661e-02  -3.14369285e-02
   -7.61758881e-04   1.63390367e-01  -5.15127989e-02   1.18193722e-01
   -6.55766533e-03   1.92259958e-01]
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 [ -8.05533800e-02  -1.18634996e-01   1.28945846e-01   1.34768315e-01
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    1.89648994e-01   2.92743660e-02]
 [ -1.72233370e-01  -3.78293285e-01   1.28720681e-01  -5.82821043e-01
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   -1.58902176e-01   3.51929885e-02]]
[[ 0.60404905]
 [ 2.0918734 ]
 [ 0.20465028]
 [ 0.99932891]
 [-3.19159048]
 [-0.42005907]
 [-1.9892397 ]
 [ 0.03618252]
 [ 0.64930034]
 [ 0.81555659]]
Progress: 94.1% ... Training loss: 0.215 ... Validation loss: 0.389[[  2.37701366e-01   8.20531922e-01  -7.36732918e-02   1.74332023e-01
    3.43758044e-02  -1.02039501e-01  -6.26858885e-02   1.18631842e-01
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   -2.57285213e-02  -8.30455237e-03   3.49838407e-01   3.99459692e-02
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 [  1.94688989e-01   3.94053422e-01  -8.63600831e-03  -1.30345752e-01
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    4.23861167e-02   2.86150165e-01]
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   -3.71592178e-01   2.03669709e-01   4.48674757e-01   5.52750716e-02
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   -3.51191506e-02  -4.64712047e-02]
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   -2.01765714e-01  -2.44722336e-01]
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   -8.96785701e-02  -3.87402874e-03]
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   -9.16792741e-02  -1.33196360e-01]
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   -8.92834230e-01   4.45386604e-02   4.38259366e-01  -1.75896440e-01
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   -4.53932253e-02   1.90900683e-02]
 [ -2.77459468e-01  -3.38502743e-02   3.93896556e-02   7.39896840e-02
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    1.85382971e-01  -7.64684321e-02]
 [ -8.04412207e-02  -1.18003921e-01   1.28973908e-01   1.34890378e-01
    3.92780757e-02  -1.27683485e-01   1.64521678e-01  -7.91121188e-02
    1.89719020e-01   2.93617620e-02]
 [ -1.73918738e-01  -3.82477264e-01   1.28165779e-01  -5.85564776e-01
   -8.95077970e-01   2.13863862e-01   3.43361353e-01  -1.41648236e-01
   -1.60678167e-01   3.30438003e-02]]
[[ 0.5994264 ]
 [ 2.09024962]
 [ 0.19924187]
 [ 0.99580102]
 [-3.18933038]
 [-0.42676931]
 [-1.99707052]
 [ 0.03106905]
 [ 0.64364209]
 [ 0.80989012]]
Progress: 94.2% ... Training loss: 0.215 ... Validation loss: 0.388[[  2.37678545e-01   8.19765195e-01  -7.37122949e-02   1.73662853e-01
    3.58554801e-02  -1.01946243e-01  -6.02521389e-02   1.18623810e-01
    2.13884785e-02   3.47192059e-01]
 [  1.15767241e-02   9.94526423e-02  -2.01314286e-02   4.88891005e-02
   -2.58510846e-02  -8.32879002e-03   3.49556277e-01   3.99480046e-02
    1.50586704e-01  -2.18883307e-02]
 [  1.95378256e-01   3.96981783e-01  -8.44541437e-03  -1.29961846e-01
    8.50795377e-01  -7.42808902e-03  -1.24424617e+00  -4.91932440e-02
    4.31007362e-02   2.86798618e-01]
 [ -3.48876925e-02  -4.61677837e-01  -2.15840583e-01   1.95846272e-01
   -3.66310971e-01   2.04427614e-01   4.49660218e-01   5.52131112e-02
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 [ -5.91972506e-02  -3.41125220e-02  -1.36736818e-01   5.52548394e-02
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   -1.83114479e-01  -8.91419522e-02]
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   -4.66842238e-01   2.14310873e-02   4.30246345e-01  -4.27928508e-02
   -3.47600659e-02  -4.59979178e-02]
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   -2.02211138e-01  -2.45278859e-01]
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   -8.97077132e-02  -3.89336832e-03]
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 [  6.47927037e-02  -1.08409717e-01   8.44006588e-02   6.82248922e-02
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   -3.17007760e-02  -5.78945277e-02]
 [  1.85037930e-03  -2.88345916e-01  -3.00934932e-01  -7.36625738e-02
   -2.02944245e-01  -8.72083070e-02  -1.14348040e-02   1.58775263e-01
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   -1.64856125e-01  -3.66747623e-01]
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 [  1.65170150e-02  -6.46903809e-01  -4.42288044e-02  -1.01657395e-01
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   -3.62236579e-01  -2.14547293e-01]
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   -9.19693998e-02  -1.33546920e-01]
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 [  3.69549296e-01   4.27131678e-01  -7.39651950e-02   2.83452117e-01
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 [  7.45707776e-02   9.88188792e-02   2.65207518e-01   2.75173830e-01
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   -1.07842275e-01  -2.58204277e-01]
 [  3.77446851e-02  -1.35661146e-01  -1.17744351e-01  -4.58583171e-02
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 [  1.19403679e-02   1.81315530e-01   8.99549875e-02  -3.17077037e-02
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   -6.69567317e-03   1.92031012e-01]
 [  2.34933356e-01   1.09567350e-01   2.96374345e-02   6.88355054e-02
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   -5.21039766e-02  -1.89586412e-02]
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   -1.67917388e-01  -2.25046872e-01]
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   -8.91647084e-01   4.49913802e-02   4.40078825e-01  -1.75933114e-01
   -3.23060202e-02  -3.91317585e-01]
 [ -6.45650604e-02  -1.00444468e-01   2.86305204e-01   9.17730694e-02
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   -4.50262616e-02   1.95315295e-02]
 [ -2.77828340e-01  -3.54027169e-02   3.92724326e-02   7.33710569e-02
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   -1.00047435e-02   1.50193698e-01]
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    1.89527045e-01   2.92148542e-02]
 [ -1.72587194e-01  -3.78366659e-01   1.28637801e-01  -5.83592105e-01
   -9.01009182e-01   2.12841290e-01   3.41238275e-01  -1.41574443e-01
   -1.59143289e-01   3.48348443e-02]]
[[ 0.60407774]
 [ 2.09520957]
 [ 0.20488779]
 [ 0.99989336]
 [-3.18818529]
 [-0.42216621]
 [-1.99302664]
 [ 0.03365447]
 [ 0.64914591]
 [ 0.81559219]]
Progress: 94.2% ... Training loss: 0.214 ... Validation loss: 0.387[[  2.37577672e-01   8.19403532e-01  -7.38328329e-02   1.73093282e-01
    3.81409815e-02  -1.01707456e-01  -6.11846597e-02   1.18601654e-01
    2.11253847e-02   3.46663903e-01]
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 [  1.94252070e-01   3.91039217e-01  -8.89252122e-03  -1.32001156e-01
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    4.18077037e-02   2.84997066e-01]
 [ -3.54110097e-02  -4.63991410e-01  -2.16005646e-01   1.95065477e-01
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   -1.81495614e-01  -8.71487125e-02]
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   -3.37355341e-02  -4.48399659e-02]
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   -2.82242941e-01   5.34375435e-02  -1.35592861e-02  -3.14045102e-02
    3.01274811e-01  -1.15785806e-01]
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    1.89344779e-01   2.90134082e-02]
 [ -1.72209530e-01  -3.77670514e-01   1.28759497e-01  -5.83023540e-01
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   -1.58764951e-01   3.53198860e-02]]
[[ 0.60056472]
 [ 2.09338185]
 [ 0.20318699]
 [ 0.99883764]
 [-3.18691927]
 [-0.42272044]
 [-1.98993391]
 [ 0.03243817]
 [ 0.64554777]
 [ 0.8134711 ]]
Progress: 94.2% ... Training loss: 0.215 ... Validation loss: 0.388[[  2.36340321e-01   8.17087759e-01  -7.41975408e-02   1.71625001e-01
    4.03795494e-02  -1.01003762e-01  -5.81516448e-02   1.18545740e-01
    1.98388131e-02   3.45131637e-01]
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   -2.59171126e-02  -8.15785924e-03   3.49770164e-01   3.99321700e-02
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 [  1.94122459e-01   3.94064793e-01  -8.90059995e-03  -1.31982768e-01
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   -3.43576492e-02  -4.56367067e-02]
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   -2.00770081e-01  -2.43546684e-01]
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   -8.80136881e-02  -1.81674077e-03]
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   -3.32327752e-02  -5.98623680e-02]
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   -1.43655620e-01  -4.11634060e-02]
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   -1.64896067e-01  -3.66799543e-01]
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 [  1.69004313e-02  -6.47036609e-01  -4.41132002e-02  -1.01036128e-01
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 [ -8.07033071e-02  -1.18248731e-01   1.28845548e-01   1.34397683e-01
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    1.89335452e-01   2.89702418e-02]
 [ -1.72329280e-01  -3.78358683e-01   1.28726630e-01  -5.82985849e-01
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[[ 0.59583766]
 [ 2.0897828 ]
 [ 0.19905854]
 [ 0.99254243]
 [-3.18748431]
 [-0.42572608]
 [-1.9981982 ]
 [ 0.02816356]
 [ 0.64057678]
 [ 0.80883969]]
Progress: 94.3% ... Training loss: 0.216 ... Validation loss: 0.389[[  2.37303636e-01   8.20973024e-01  -7.38814324e-02   1.73165330e-01
    3.60683439e-02  -1.01620830e-01  -6.10724638e-02   1.18587463e-01
    2.06626281e-02   3.46419649e-01]
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   -2.01348120e-01  -2.44270141e-01]
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   -1.67672177e-01  -2.24728872e-01]
 [ -4.31635086e-02  -5.47191592e-01  -2.17883559e-01  -2.77423417e-01
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   -3.57389286e-02  -3.95747239e-01]
 [ -6.34523821e-02  -9.82615820e-02   2.86670316e-01   9.36799798e-02
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   -4.38797383e-02   2.09224754e-02]
 [ -2.77760721e-01  -3.54921800e-02   3.93100050e-02   7.34537773e-02
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   -9.91381989e-03   1.50197064e-01]
 [  1.90353096e-01  -4.53296743e-02  -2.11314756e-01   2.24929273e-02
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    5.88920303e-02  -1.12170939e-01]
 [  2.79163648e-01  -2.13191749e-01   9.10058852e-02   8.69087110e-02
    1.40415925e-01  -8.74518804e-02  -2.09464486e-02  -1.31024210e-01
    1.86937290e-01  -7.44146073e-02]
 [ -8.09995773e-02  -1.19467099e-01   1.28757453e-01   1.34056933e-01
    4.09572050e-02  -1.27225337e-01   1.65624785e-01  -7.91442709e-02
    1.89007147e-01   2.85467014e-02]
 [ -1.72277016e-01  -3.79572242e-01   1.28725993e-01  -5.83102173e-01
   -9.01847193e-01   2.12601023e-01   3.41380866e-01  -1.41559159e-01
   -1.58871887e-01   3.53546482e-02]]
[[ 0.606182  ]
 [ 2.09656391]
 [ 0.20898406]
 [ 1.00401882]
 [-3.18196851]
 [-0.41726429]
 [-1.98612429]
 [ 0.03608034]
 [ 0.65351924]
 [ 0.82007672]]
Progress: 94.3% ... Training loss: 0.214 ... Validation loss: 0.392[[  2.38080919e-01   8.24197418e-01  -7.36487533e-02   1.74161706e-01
    3.38326462e-02  -1.02008209e-01  -6.36336127e-02   1.18626268e-01
    2.13889791e-02   3.47033850e-01]
 [  1.19612411e-02   1.00088660e-01  -2.00233300e-02   4.95062364e-02
   -2.91857064e-02  -8.60630879e-03   3.48077944e-01   3.99636044e-02
    1.50904617e-01  -2.14207893e-02]
 [  1.94634830e-01   3.95615557e-01  -8.73499298e-03  -1.31680644e-01
    8.43498679e-01  -6.67664351e-03  -1.23991459e+00  -4.92360638e-02
    4.22545399e-02   2.85432793e-01]
 [ -3.73976985e-02  -4.66667044e-01  -2.16628557e-01   1.92392541e-01
   -3.64082490e-01   2.06247805e-01   4.58483796e-01   5.50493220e-02
    4.77294452e-02   2.53280605e-01]
 [ -5.73736488e-02  -2.57654089e-02  -1.35882613e-01   5.92201610e-02
   -1.52180016e-01  -2.03037998e-01   1.29009688e-01  -1.11943992e-01
   -1.80600275e-01  -8.66709910e-02]
 [ -3.78909941e-01  -7.22057233e-01  -3.00334726e-01   1.44996773e-01
   -4.67403112e-01   2.11357031e-02   4.28466868e-01  -4.27906850e-02
   -3.46375275e-02  -4.62436703e-02]
 [ -3.33144751e-02  -5.02572962e-01   8.91537743e-04   2.89198069e-02
   -3.56870248e-01  -6.34901819e-02   1.72549174e-01  -1.98462284e-01
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 [  5.93917021e-02  -6.35581490e-01   8.10699037e-03  -1.57468104e-01
   -4.93392502e-01  -2.14624188e-02   2.08057352e-01   1.05689456e-01
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 [ -1.63209797e-01  -2.37891353e-01  -2.93709176e-01  -4.86980889e-03
   -2.92736191e-01   5.12247790e-02  -2.10751019e-02  -3.12365127e-02
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 [  1.84094023e-02  -6.37634474e-01   5.70286607e-02  -1.54391310e-01
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   -3.16588501e-02   1.33369959e-02]
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   -4.66505370e-01  -1.68902734e-02   2.87400726e-01  -1.03195289e-01
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   -2.04343114e-01   1.20706922e-01   3.85248204e-01  -2.11110145e-02
   -2.01231994e-01  -2.44219970e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.95408297e-01  -3.69325821e-01   9.07733837e-02   1.94457359e-01
   -1.83419905e-01  -5.89753369e-02   1.33898114e-01  -2.63744424e-01
   -2.99007863e-01  -1.27055993e-01]
 [  8.58976521e-02  -2.82271995e-01  -2.82389669e-02   8.88533910e-02
   -8.70378659e-02  -8.87912680e-02   3.41317048e-01  -3.27246169e-04
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 [  3.69600792e-02  -1.57014592e-01  -2.11280876e-01   1.35843292e-01
   -6.14181048e-02   7.11410795e-02  -1.28325356e-02  -2.09590969e-02
   -8.74533678e-02  -1.34749305e-03]
 [ -1.27770374e-01  -1.45654792e-01  -2.03118252e-01   1.41098271e-01
   -6.26486968e-02   1.35769575e-01  -3.92481761e-02  -2.52721427e-01
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 [ -6.21275062e-02  -1.70378140e-01   2.77882245e-01   1.03975120e-01
   -3.35281464e-02  -6.66784330e-02  -4.17115003e-02   1.19823983e-01
    9.05240719e-02   7.64030736e-02]
 [  6.38609496e-02  -1.13048938e-01   8.40172778e-02   6.64903679e-02
   -1.78223374e-01  -1.01200120e-02   1.13806250e-01   1.17128493e-01
   -3.27719194e-02  -5.92891768e-02]
 [  2.02271507e-03  -2.88143421e-01  -3.00895444e-01  -7.35319057e-02
   -2.04447241e-01  -8.73163796e-02  -1.15242124e-02   1.58769166e-01
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 [  5.58193484e-02  -9.41918776e-02  -1.10513590e-01   6.53521133e-02
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   -1.44578651e-01  -4.22322785e-02]
 [  1.24258057e-02   2.73561536e-02   1.27051551e-01   1.30563057e-01
   -4.69357786e-02   1.00393082e-01   1.44280335e-02  -4.20080005e-02
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 [  1.04933896e-01   7.03871377e-02  -4.49343388e-02  -1.15726946e-01
   -1.79363789e-01  -3.26521294e-01   1.46536329e-01   6.66264883e-03
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 [ -1.19383167e-01  -1.76380835e-01  -2.06109481e-02   1.30988174e-03
   -1.63222804e-01  -2.01926928e-01   3.46312598e-02  -2.21185355e-02
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 [ -1.53326931e-01  -1.25625484e-01  -2.01071852e-01  -1.25300328e-02
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   -4.97168055e-03   4.27044848e-02]
 [ -1.55052746e-02  -2.48363581e-01  -7.06491806e-02  -1.04762239e-01
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   -1.65187279e-01  -3.67165679e-01]
 [ -9.09439178e-03  -5.79433104e-01  -3.04989802e-02  -6.51051791e-02
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    3.73534157e-02  -3.87635315e-01]
 [  1.70244777e-02  -6.47167370e-01  -4.40654831e-02  -1.00792606e-01
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   -3.61711701e-01  -2.13896706e-01]
 [ -1.81668609e-01  -7.44496274e-01  -1.37321500e-02  -2.12637856e-01
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   -7.42692096e-02   9.03392651e-02]
 [ -3.11329919e-01  -5.90253480e-01   5.26050609e-02  -5.22053376e-02
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   -9.20285906e-02  -1.33614535e-01]
 [ -2.31276866e-01  -4.52690897e-01   2.43794562e-01  -2.67454404e-01
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   -2.78871153e-01  -4.53896778e-02]
 [ -1.66178929e-01  -3.16727492e-01  -1.93246724e-01  -1.44783068e-01
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   -4.65767104e-02  -1.58888575e-01]
 [  5.07164798e-02   2.61973473e-01   1.42789562e-01  -1.62216937e-01
   -2.66585697e-01   8.15427789e-02  -9.96859281e-02   2.75434551e-01
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 [  3.67335318e-01   4.21729481e-01  -7.47284986e-02   2.79285799e-01
   -1.00324882e+00  -2.80981555e-01  -5.01984512e-01   1.77696587e-01
    4.01042625e-01   3.12402867e-03]
 [  7.49160257e-02   9.90394355e-02   2.65355035e-01   2.75734276e-01
    1.32604388e-02  -2.13636085e-01  -1.84866387e-01  -1.31416979e-01
   -1.07429485e-01  -2.57775628e-01]
 [  3.89330980e-02  -1.33269277e-01  -1.17343000e-01  -4.40176969e-02
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    4.49141831e-02   2.25687047e-01]
 [  3.17227035e-02  -2.34366793e-02  -6.05637688e-02  -2.52726068e-02
    5.56371737e-02  -2.00941288e-01  -3.34131682e-02   1.11033267e-02
    6.15380799e-02   3.21663897e-02]
 [  5.36796563e-02   1.65280909e-01   2.50232298e-01   9.58020743e-02
   -1.11245681e-01  -1.56466132e-01  -3.05239914e-02   4.00297556e-02
   -1.68916317e-01   1.33962462e-01]
 [  1.04394201e-01   1.21769877e-01   1.15167808e-01   2.76693924e-02
   -1.36828152e-01   4.52556453e-02  -8.93743470e-02  -2.70604180e-01
    8.78441845e-03  -5.61242556e-02]
 [  1.27149025e-02   1.83290494e-01   9.01541881e-02  -3.06958601e-02
   -9.21880978e-04   1.62937199e-01  -5.45468597e-02   1.18211951e-01
   -6.01838032e-03   1.92888314e-01]
 [  2.35340916e-01   1.11131836e-01   2.98081229e-02   6.94216571e-02
    5.82267951e-02  -3.52415382e-02  -2.99661814e-01   1.47771784e-01
   -5.16261047e-02  -1.84593718e-02]
 [  5.79845341e-02   1.17482154e-01   2.09171280e-02   5.30340543e-02
   -4.77939975e-01  -1.31939080e-01  -2.83506631e-01   4.12263260e-02
    1.27426822e-01   2.06122463e-01]
 [  5.32019538e-02   4.54841022e-01   1.28438507e-01   4.55049034e-01
   -1.72840356e+00  -2.83229459e-01  -4.28682207e-01  -7.07562846e-02
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 [  1.49252583e-01   4.56104347e-01   6.35725222e-02   4.14363327e-01
   -1.55127644e+00  -6.37763124e-02  -3.29449326e-01   1.48837927e-01
    2.02244410e-01   4.30871167e-01]
 [  1.86912363e-01   2.91315859e-01   2.29986829e-01   9.09552116e-02
   -7.86952789e-01   1.07588514e-01  -1.19882349e-01   1.57358658e-01
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 [ -9.81178402e-02   2.36692557e-01   2.31843283e-01  -1.53162346e-02
   -2.05351539e-01   1.44239124e-01  -6.01643172e-02  -1.77966993e-02
   -5.70790865e-02   1.92572120e-02]
 [ -1.17208708e-01  -8.76172464e-03   1.77060739e-02   6.82409105e-02
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   -2.91930070e-01  -1.11742447e-01]
 [ -2.26736331e-01  -9.52388734e-02  -9.55980082e-02  -3.45117486e-01
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   -2.09373905e-01   3.28697928e-02]
 [  8.67377947e-03  -5.04484467e-01  -1.28993225e-01  -1.64983037e-01
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   -1.67428066e-01  -2.24422753e-01]
 [ -4.50011382e-02  -5.51650583e-01  -2.18583003e-01  -2.80893669e-01
   -8.90178889e-01   4.86917461e-02   4.52556637e-01  -1.76237721e-01
   -3.77788131e-02  -3.98473050e-01]
 [ -6.43313194e-02  -1.00770873e-01   2.86354201e-01   9.22213867e-02
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   -4.48637783e-02   1.97283636e-02]
 [ -2.77314607e-01  -3.42475607e-02   3.94334672e-02   7.40063351e-02
    1.96996108e-01  -2.20575160e-01  -3.36099840e-02   2.37391394e-01
   -9.45804877e-03   1.50579295e-01]
 [  1.90172101e-01  -4.57120437e-02  -2.11368593e-01   2.22956316e-02
    1.52219176e-01  -3.38870322e-01   1.09448163e-02  -1.62220629e-01
    5.88255052e-02  -1.12363966e-01]
 [  2.78968283e-01  -2.13320096e-01   9.09670087e-02   8.67217570e-02
    1.40622888e-01  -8.73831635e-02  -2.04004917e-02  -1.31030062e-01
    1.86709626e-01  -7.46989778e-02]
 [ -8.04375827e-02  -1.17917402e-01   1.28964218e-01   1.35080494e-01
    3.92715949e-02  -1.27556136e-01   1.64898463e-01  -7.91094727e-02
    1.89643365e-01   2.93058760e-02]
 [ -1.71513640e-01  -3.77035889e-01   1.28988594e-01  -5.82025217e-01
   -9.05035465e-01   2.12075705e-01   3.39332392e-01  -1.41513841e-01
   -1.58051104e-01   3.63623373e-02]]
[[ 0.60142936]
 [ 2.1011808 ]
 [ 0.20484484]
 [ 1.00004538]
 [-3.18388319]
 [-0.42455591]
 [-1.99600797]
 [ 0.03093506]
 [ 0.6471893 ]
 [ 0.81624357]]
Progress: 94.4% ... Training loss: 0.214 ... Validation loss: 0.388[[  2.37508702e-01   8.22645074e-01  -7.38626212e-02   1.73115862e-01
    3.46383863e-02  -1.01546555e-01  -6.18281208e-02   1.18592642e-01
    2.07758832e-02   3.46576317e-01]
 [  1.09953348e-02   9.62171452e-02  -2.03962696e-02   4.75959512e-02
   -2.47614983e-02  -7.90522088e-03   3.50411678e-01   3.99060677e-02
    1.49805194e-01  -2.28152832e-02]
 [  1.95458173e-01   3.96452807e-01  -8.42875262e-03  -1.30304217e-01
    8.39154690e-01  -7.27585890e-03  -1.24011214e+00  -4.91910157e-02
    4.32136023e-02   2.86732315e-01]
 [ -4.00563369e-02  -4.74465943e-01  -2.17567338e-01   1.88142481e-01
   -3.53407112e-01   2.08175334e-01   4.64250102e-01   5.48983915e-02
    4.47341176e-02   2.49809179e-01]
 [ -5.84543026e-02  -2.78527742e-02  -1.36189303e-01   5.74006331e-02
   -1.47079016e-01  -2.02343968e-01   1.31741180e-01  -1.11993731e-01
   -1.81680032e-01  -8.77832637e-02]
 [ -3.79368501e-01  -7.23030479e-01  -3.00498467e-01   1.44177246e-01
   -4.66834523e-01   2.15047464e-02   4.28859348e-01  -4.28180072e-02
   -3.51941798e-02  -4.69380874e-02]
 [ -3.26172403e-02  -5.00662831e-01   1.12387444e-03   3.00709008e-02
   -3.60007856e-01  -6.40785205e-02   1.69238116e-01  -1.98428585e-01
    1.78492128e-01   3.84629326e-02]
 [  5.89721995e-02  -6.37763848e-01   7.94098896e-03  -1.58170315e-01
   -4.93616559e-01  -2.10530518e-02   2.11031487e-01   1.05663826e-01
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    1.90165905e-01   2.99718013e-02]
 [ -1.71238317e-01  -3.75270574e-01   1.29073105e-01  -5.81661070e-01
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[[ 0.60133583]
 [ 2.10185362]
 [ 0.20636993]
 [ 0.99675951]
 [-3.18327455]
 [-0.42495303]
 [-1.9986607 ]
 [ 0.03019118]
 [ 0.64637908]
 [ 0.8144374 ]]
Progress: 94.5% ... Training loss: 0.214 ... Validation loss: 0.388[[  2.36655793e-01   8.20176904e-01  -7.41861894e-02   1.72097565e-01
    3.72252516e-02  -1.00944815e-01  -5.99014466e-02   1.18547615e-01
    1.98259679e-02   3.45890063e-01]
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    4.23248083e-02   2.85972376e-01]
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   -3.48085322e-02  -4.63774847e-02]
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   -2.02895971e-01  -2.46018686e-01]
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   -1.64782219e-01  -3.66691863e-01]
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 [  1.89721638e-01  -4.80225407e-02  -2.11525438e-01   2.14249668e-02
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 [ -8.05713768e-02  -1.19322610e-01   1.28913892e-01   1.34979226e-01
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    1.89496464e-01   2.91497450e-02]
 [ -1.71768721e-01  -3.76705870e-01   1.28905397e-01  -5.82471960e-01
   -9.07060192e-01   2.12222935e-01   3.39859567e-01  -1.41528303e-01
   -1.58332422e-01   3.61678538e-02]]
[[ 0.59556551]
 [ 2.09482329]
 [ 0.19893961]
 [ 0.98915247]
 [-3.1848355 ]
 [-0.42779724]
 [-2.00096834]
 [ 0.02494802]
 [ 0.63813796]
 [ 0.8056336 ]]
Progress: 94.5% ... Training loss: 0.216 ... Validation loss: 0.388[[  2.39265597e-01   8.29207526e-01  -7.32269828e-02   1.76495734e-01
    2.56650102e-02  -1.02748798e-01  -6.62075823e-02   1.18659811e-01
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 [  1.11913178e-02   9.66100003e-02  -2.02939662e-02   4.80913188e-02
   -2.76526495e-02  -8.10374690e-03   3.50821629e-01   3.99165674e-02
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 [  1.99468918e-01   4.08598663e-01  -7.02810802e-03  -1.23492142e-01
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    4.77155826e-02   2.92466920e-01]
 [ -4.02636180e-02  -4.76130239e-01  -2.17769013e-01   1.88450974e-01
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 [ -6.14672018e-02  -3.46756132e-02  -1.37299822e-01   5.21760720e-02
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   -1.85264362e-01  -9.19172691e-02]
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   -3.49773851e-02  -4.68086202e-02]
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   -2.02838486e-01  -2.45949373e-01]
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   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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   -3.11289030e-02  -5.71323663e-02]
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   -1.67037386e-01  -2.23975324e-01]
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 [ -6.47186827e-02  -1.03729358e-01   2.86225971e-01   9.16596659e-02
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   -4.52102537e-02   1.93576187e-02]
 [ -2.76763522e-01  -3.38156961e-02   3.96307687e-02   7.51647057e-02
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   -8.79699101e-03   1.51439324e-01]
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 [  2.78898610e-01  -2.13994902e-01   9.09027549e-02   8.63842042e-02
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    1.86576094e-01  -7.46865951e-02]
 [ -8.04281285e-02  -1.18856463e-01   1.28981380e-01   1.35388112e-01
    3.63739482e-02  -1.27550237e-01   1.64738428e-01  -7.91098750e-02
    1.89653466e-01   2.92726464e-02]
 [ -1.70679259e-01  -3.73447545e-01   1.29280778e-01  -5.80851246e-01
   -9.10295714e-01   2.11454269e-01   3.36536390e-01  -1.41482617e-01
   -1.57107272e-01   3.76564933e-02]]
[[ 0.61733135]
 [ 2.11158785]
 [ 0.21766435]
 [ 1.00526076]
 [-3.17434513]
 [-0.41072845]
 [-1.98814863]
 [ 0.04312735]
 [ 0.65989976]
 [ 0.82857304]]
Progress: 94.5% ... Training loss: 0.221 ... Validation loss: 0.396[[  2.36552264e-01   8.21106314e-01  -7.41838093e-02   1.71980930e-01
    3.42500703e-02  -1.00952468e-01  -6.07566428e-02   1.18465513e-01
    1.96716833e-02   3.45554438e-01]
 [  1.08519030e-02   9.54010142e-02  -2.04275569e-02   4.74101948e-02
   -2.71412606e-02  -7.85099166e-03   3.51891989e-01   3.98914115e-02
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 [  1.97460410e-01   4.00141158e-01  -7.76301601e-03  -1.26859358e-01
    8.32622517e-01  -8.77031052e-03  -1.24476373e+00  -4.91655105e-02
    4.54873434e-02   2.89725862e-01]
 [ -3.65346864e-02  -4.63983019e-01  -2.16452913e-01   1.94674363e-01
   -3.66997401e-01   2.06410137e-01   4.52566568e-01   5.51314549e-02
    4.85472803e-02   2.54389126e-01]
 [ -6.50555962e-02  -4.60790671e-02  -1.38583612e-01   4.66136935e-02
   -1.22639508e-01  -1.97866245e-01   1.42390875e-01  -1.12385786e-01
   -1.89170783e-01  -9.66261281e-02]
 [ -3.80237377e-01  -7.26295322e-01  -3.00835700e-01   1.42974242e-01
   -4.65732931e-01   2.20220128e-02   4.30197278e-01  -4.28833807e-02
   -3.61072632e-02  -4.82286841e-02]
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   -3.56158439e-01  -6.25884004e-02   1.72616272e-01  -1.98606443e-01
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   -5.00608453e-01  -2.12937570e-02   2.10574215e-01   1.05595927e-01
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   -2.92204284e-01   5.09743517e-02  -1.95350848e-02  -3.12421707e-02
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   -3.27044111e-02   1.20777775e-02]
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   -2.03992251e-01  -2.47456349e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.96243254e-01  -3.71169682e-01   9.04601372e-02   1.93077251e-01
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   -2.99995325e-01  -1.28348554e-01]
 [  8.54068904e-02  -2.84540790e-01  -2.83900309e-02   8.80429986e-02
   -8.72345577e-02  -8.84656111e-02   3.42317496e-01  -3.54721365e-04
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 [  3.63701828e-02  -1.58134951e-01  -2.11489246e-01   1.35121558e-01
   -6.09160143e-02   7.14805698e-02  -1.18468708e-02  -2.09996173e-02
   -8.80592771e-02  -2.15194336e-03]
 [ -1.28346256e-01  -1.48080288e-01  -2.03327125e-01   1.40018112e-01
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 [ -6.41197782e-02  -1.77373611e-01   2.77203282e-01   1.00717101e-01
   -2.64916270e-02  -6.53751647e-02  -3.68591435e-02   1.19711157e-01
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 [  6.53302405e-02  -1.08686249e-01   8.45413738e-02   6.89910143e-02
   -1.84356028e-01  -1.12273284e-02   1.07402537e-01   1.17203233e-01
   -3.11709841e-02  -5.70869847e-02]
 [  1.87537143e-03  -2.88792017e-01  -3.00943620e-01  -7.34720215e-02
   -2.08897494e-01  -8.71719024e-02  -9.59857914e-03   1.58721112e-01
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 [  5.73887915e-02  -8.97318443e-02  -1.10007760e-01   6.80021454e-02
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   -1.43004895e-01  -4.01723658e-02]
 [  1.18765141e-02   2.40764446e-02   1.26833173e-01   1.29610216e-01
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   -1.61455110e-01  -2.01290686e-01   3.91045819e-02  -2.21734456e-02
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   -1.64772525e-01  -3.66694482e-01]
 [ -9.07046282e-03  -5.79767241e-01  -3.05010116e-02  -6.50992462e-02
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    3.73582375e-02  -3.87654353e-01]
 [  1.66070855e-02  -6.48540821e-01  -4.42219241e-02  -1.01524277e-01
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   -3.62168662e-01  -2.14467025e-01]
 [ -1.81910784e-01  -7.45232348e-01  -1.38205316e-02  -2.13117113e-01
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   -7.45753550e-02   8.99969402e-02]
 [ -3.11017502e-01  -5.90199482e-01   5.27334081e-02  -5.15958835e-02
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   -9.16248047e-02  -1.33089266e-01]
 [ -2.31631161e-01  -4.53373104e-01   2.43674207e-01  -2.67986655e-01
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   -2.79243353e-01  -4.58560208e-02]
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   -4.60824120e-02  -1.58270517e-01]
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 [  3.65115476e-01   4.15181619e-01  -7.55199572e-02   2.75769061e-01
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 [  7.42632268e-02   9.71132009e-02   2.65133664e-01   2.74694967e-01
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   -1.08155575e-01  -2.58672930e-01]
 [  3.93902558e-02  -1.32182596e-01  -1.17207035e-01  -4.33355017e-02
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 [  3.21060897e-02  -2.28910374e-02  -6.04433411e-02  -2.47204643e-02
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 [  5.60708425e-02   1.73030189e-01   2.51048609e-01   9.96654875e-02
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   -1.66373141e-01   1.37197130e-01]
 [  1.04601058e-01   1.21910659e-01   1.15205527e-01   2.79159614e-02
   -1.33506516e-01   4.50257931e-02  -8.90728993e-02  -2.70613152e-01
    9.05691526e-03  -5.57816241e-02]
 [  1.16233968e-02   1.78989516e-01   8.97686699e-02  -3.27360417e-02
    5.85784623e-03   1.63670849e-01  -5.21710497e-02   1.18144248e-01
   -7.23789639e-03   1.91447983e-01]
 [  2.35887550e-01   1.12055084e-01   2.99844037e-02   7.00666711e-02
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   -5.10221582e-02  -1.78201945e-02]
 [  5.72815912e-02   1.15200994e-01   2.06680506e-02   5.17201455e-02
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 [  5.24020076e-02   4.51614300e-01   1.28188220e-01   4.54098617e-01
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 [  1.87078388e-01   2.93090735e-01   2.30099522e-01   9.16464676e-02
   -7.92580897e-01   1.07378438e-01  -1.20221446e-01   1.57366792e-01
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 [ -9.77031279e-02   2.38136845e-01   2.31977852e-01  -1.46878825e-02
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   -5.66435584e-02   1.98123289e-02]
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   -2.92700168e-01  -1.12646420e-01]
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   -2.08141995e-01   3.43890728e-02]
 [  8.63541785e-03  -5.04958942e-01  -1.29004328e-01  -1.64996848e-01
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   -1.67436488e-01  -2.24489261e-01]
 [ -4.34239061e-02  -5.46325845e-01  -2.18033718e-01  -2.78186902e-01
   -9.01806809e-01   4.73722994e-02   4.47333442e-01  -1.76162718e-01
   -3.60625596e-02  -3.96144627e-01]
 [ -6.57192613e-02  -1.07092759e-01   2.85854762e-01   8.99080789e-02
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   -4.62091251e-02   1.79800287e-02]
 [ -2.77385987e-01  -3.58790583e-02   3.94113652e-02   7.41632681e-02
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   -9.47260072e-03   1.50516710e-01]
 [  1.90170287e-01  -4.70717775e-02  -2.11333820e-01   2.23241199e-02
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    5.89636984e-02  -1.12171552e-01]
 [  2.78378364e-01  -2.16099936e-01   9.06893419e-02   8.53812011e-02
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    1.85963910e-01  -7.53882170e-02]
 [ -8.12036597e-02  -1.20979975e-01   1.28713920e-01   1.34208933e-01
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    1.88760907e-01   2.81882513e-02]
 [ -1.73431180e-01  -3.81292872e-01   1.28303754e-01  -5.85204668e-01
   -9.05497120e-01   2.13318083e-01   3.41701378e-01  -1.41683022e-01
   -1.60145437e-01   3.38725572e-02]]
[[ 0.59313654]
 [ 2.09547509]
 [ 0.1945865 ]
 [ 0.98424789]
 [-3.1841136 ]
 [-0.42926067]
 [-2.00968775]
 [ 0.02349284]
 [ 0.63623017]
 [ 0.80561265]]
Progress: 94.6% ... Training loss: 0.216 ... Validation loss: 0.389[[  2.37963310e-01   8.27165148e-01  -7.36453302e-02   1.74568675e-01
    2.82501238e-02  -1.02146109e-01  -6.46844936e-02   1.18526354e-01
    2.12769812e-02   3.47722756e-01]
 [  1.09837465e-02   9.57349688e-02  -2.03802967e-02   4.76506054e-02
   -2.74799327e-02  -7.93186266e-03   3.51658040e-01   3.98964667e-02
    1.50023580e-01  -2.26009890e-02]
 [  1.96811540e-01   4.00212265e-01  -7.97736493e-03  -1.28109069e-01
    8.29312870e-01  -8.37662174e-03  -1.24493669e+00  -4.91896339e-02
    4.49418244e-02   2.89005627e-01]
 [ -3.80804925e-02  -4.68487263e-01  -2.16939709e-01   1.92271248e-01
   -3.63505826e-01   2.07580493e-01   4.55184616e-01   5.50705474e-02
    4.65812820e-02   2.52262881e-01]
 [ -6.88393716e-02  -5.68583508e-02  -1.39913615e-01   4.02193598e-02
   -1.08485649e-01  -1.94816269e-01   1.52731554e-01  -1.12551921e-01
   -1.93136285e-01  -1.01911101e-01]
 [ -3.79025045e-01  -7.23631043e-01  -3.00406882e-01   1.45173798e-01
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   -3.47643559e-02  -4.65378925e-02]
 [ -3.47799554e-02  -5.07083993e-01   4.31612594e-04   2.66217550e-02
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    1.90026147e-01   2.98999787e-02]
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[[ 0.60367448]
 [ 2.10228453]
 [ 0.20585568]
 [ 0.9939726 ]
 [-3.1805111 ]
 [-0.41889751]
 [-1.99725363]
 [ 0.03304928]
 [ 0.64867815]
 [ 0.81521276]]
Progress: 94.7% ... Training loss: 0.214 ... Validation loss: 0.392[[  2.37525626e-01   8.25645833e-01  -7.38728701e-02   1.73468314e-01
    3.31194832e-02  -1.01869111e-01  -6.27927392e-02   1.18494822e-01
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 [  1.94256257e-01   3.93329678e-01  -8.98883879e-03  -1.33320460e-01
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   -2.04078958e-01  -2.47323401e-01]
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   -3.20251174e-02  -5.80692224e-02]
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 [ -8.00514491e-02  -1.17790683e-01   1.29135589e-01   1.36218803e-01
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 [ -1.71872232e-01  -3.76577456e-01   1.28855626e-01  -5.82895597e-01
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   -1.58443969e-01   3.60588281e-02]]
[[ 0.59972263]
 [ 2.09798673]
 [ 0.20269651]
 [ 0.99283303]
 [-3.18625341]
 [-0.41986361]
 [-1.99489644]
 [ 0.03078475]
 [ 0.64707513]
 [ 0.81284713]]
Progress: 94.7% ... Training loss: 0.214 ... Validation loss: 0.392[[  2.38407302e-01   8.29562369e-01  -7.35653256e-02   1.74729383e-01
    3.34608138e-02  -1.02359191e-01  -6.30393476e-02   1.18547712e-01
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   -2.52831673e-02  -7.71041927e-03   3.53445003e-01   3.98751273e-02
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 [  1.94487657e-01   3.96832962e-01  -8.80122767e-03  -1.32160299e-01
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    4.25100538e-02   2.86030224e-01]
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   -3.57701465e-01   2.08853169e-01   4.60120112e-01   5.49995119e-02
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   -1.90501148e-01  -9.86059249e-02]
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   -3.22268978e-02  -4.34068031e-02]
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   -2.04395726e-01  -2.47738899e-01]
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   -7.95043370e-01   1.07329784e-01  -1.19439610e-01   1.57372293e-01
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    1.85542569e-01  -7.58191470e-02]
 [ -8.04442757e-02  -1.18648466e-01   1.29007713e-01   1.35591321e-01
    3.90331591e-02  -1.27663197e-01   1.64496887e-01  -7.91375994e-02
    1.89514460e-01   2.93339552e-02]
 [ -1.71551587e-01  -3.75432594e-01   1.28962903e-01  -5.82438779e-01
   -9.12428778e-01   2.11948755e-01   3.38565911e-01  -1.41589172e-01
   -1.58106079e-01   3.64063120e-02]]
[[ 0.60906292]
 [ 2.10464687]
 [ 0.21055628]
 [ 1.00111449]
 [-3.18176506]
 [-0.41473258]
 [-1.98724108]
 [ 0.0372495 ]
 [ 0.65659343]
 [ 0.82031859]]
Progress: 94.8% ... Training loss: 0.215 ... Validation loss: 0.395[[  2.39970078e-01   8.35387230e-01  -7.28750845e-02   1.77940438e-01
    2.72990854e-02  -1.03602678e-01  -6.49941418e-02   1.18666671e-01
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   -2.66223283e-02  -7.85747694e-03   3.53280409e-01   3.98917955e-02
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 [  1.96987376e-01   4.06211238e-01  -7.80460215e-03  -1.27560997e-01
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    4.56662764e-02   2.89832900e-01]
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   -3.53803849e-01   2.08542690e-01   4.57396676e-01   5.50155419e-02
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   -1.87487701e-01  -9.49453627e-02]
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   -3.23475165e-02  -4.36828748e-02]
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   -2.03605032e-01  -2.46865439e-01]
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 [  3.67491233e-02  -1.57417016e-01  -2.11327069e-01   1.35752135e-01
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   -8.75987631e-02  -1.68176583e-03]
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   -1.84169155e-01  -1.10398267e-02   1.08200331e-01   1.17195392e-01
   -3.13281074e-02  -5.71656646e-02]
 [  3.19731919e-03  -2.83996498e-01  -3.00455663e-01  -7.14405926e-02
   -2.15231190e-01  -8.81806661e-02  -1.14588121e-02   1.58798932e-01
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   -1.43320547e-01  -4.05834359e-02]
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   -1.65072554e-01  -3.67087458e-01]
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 [  1.73114403e-02  -6.47819255e-01  -4.39845149e-02  -1.00362114e-01
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   -3.61469648e-01  -2.13730811e-01]
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   -7.48980821e-02   8.96003797e-02]
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   -9.18854568e-02  -1.33360792e-01]
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   -2.79664828e-01  -4.63894429e-02]
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 [  3.67816356e-01   4.22981397e-01  -7.45527764e-02   2.80195687e-01
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 [  7.46178364e-02   9.79804975e-02   2.65259972e-01   2.75184908e-01
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   -1.07766609e-01  -2.58206210e-01]
 [  4.06910815e-02  -1.28631835e-01  -1.16783268e-01  -4.13579905e-02
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 [  5.58101989e-02   1.71257235e-01   2.50970706e-01   9.91858013e-02
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 [  1.13951115e-02   1.78032767e-01   8.96681629e-02  -3.33071844e-02
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   -7.53911240e-03   1.91077139e-01]
 [  2.35981028e-01   1.11934688e-01   3.00193753e-02   7.01762139e-02
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   -5.08917206e-02  -1.76731911e-02]
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 [  1.87688019e-01   2.95804940e-01   2.30407706e-01   9.30760058e-02
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   -2.93147072e-01  -1.13170500e-01]
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   -2.08106419e-01   3.44358217e-02]
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   -1.67223576e-01  -2.24209121e-01]
 [ -3.95257458e-02  -5.36248251e-01  -2.16707127e-01  -2.71761544e-01
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   -3.17389634e-02  -3.90831515e-01]
 [ -6.61862990e-02  -1.09491084e-01   2.85721882e-01   8.91473585e-02
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   -4.67155983e-02   1.74730104e-02]
 [ -2.77757532e-01  -3.84700934e-02   3.92839983e-02   7.36881021e-02
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   -9.87957070e-03   1.50022398e-01]
 [  1.91433812e-01  -4.23007559e-02  -2.10846426e-01   2.42615155e-02
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 [ -8.12139237e-02  -1.20891200e-01   1.28742533e-01   1.34303576e-01
    4.32596844e-02  -1.27149236e-01   1.66876843e-01  -7.91832302e-02
    1.88753610e-01   2.83254753e-02]
 [ -1.71297329e-01  -3.75635762e-01   1.29059609e-01  -5.82050214e-01
   -9.13148524e-01   2.11766363e-01   3.39129998e-01  -1.41575490e-01
   -1.57795812e-01   3.67625444e-02]]
[[ 0.61905262]
 [ 2.11252663]
 [ 0.21596275]
 [ 1.00773218]
 [-3.18148444]
 [-0.40821992]
 [-1.98293907]
 [ 0.04448356]
 [ 0.66325519]
 [ 0.82836703]]
Progress: 94.8% ... Training loss: 0.220 ... Validation loss: 0.398[[  2.37942818e-01   8.29547354e-01  -7.35581352e-02   1.74704875e-01
    3.17961721e-02  -1.02268248e-01  -5.91111292e-02   1.18523117e-01
    2.16658165e-02   3.48133941e-01]
 [  1.09256351e-02   9.60703847e-02  -2.03860547e-02   4.75369983e-02
   -2.72958800e-02  -7.93414544e-03   3.53169434e-01   3.99002002e-02
    1.50067198e-01  -2.25517691e-02]
 [  1.96943911e-01   4.04276741e-01  -7.83954323e-03  -1.27810206e-01
    8.27350296e-01  -8.65432212e-03  -1.24865592e+00  -4.91577935e-02
    4.54457471e-02   2.89563011e-01]
 [ -3.80030465e-02  -4.64112944e-01  -2.17021915e-01   1.92493630e-01
   -3.55979333e-01   2.07961537e-01   4.54782070e-01   5.50821630e-02
    4.65306733e-02   2.52641223e-01]
 [ -6.28369119e-02  -4.06032487e-02  -1.37875173e-01   4.98843904e-02
   -1.35894266e-01  -1.98902548e-01   1.35590947e-01  -1.12187656e-01
   -1.86499322e-01  -9.37251206e-02]
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 [  1.91023195e-01  -4.32068209e-02  -2.11013022e-01   2.35710601e-02
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 [ -8.17975311e-02  -1.22062491e-01   1.28543446e-01   1.33462504e-01
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    1.88106976e-01   2.74777962e-02]
 [ -1.73378296e-01  -3.82188080e-01   1.28338263e-01  -5.85398719e-01
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   -1.59971518e-01   3.41053055e-02]]
[[ 0.60040676]
 [ 2.10040435]
 [ 0.19720781]
 [ 0.98942673]
 [-3.19113586]
 [-0.42563265]
 [-2.00413106]
 [ 0.0268782 ]
 [ 0.6424716 ]
 [ 0.8094921 ]]
Progress: 94.8% ... Training loss: 0.214 ... Validation loss: 0.385[[  2.39577643e-01   8.35091847e-01  -7.30621107e-02   1.77480734e-01
    2.54377451e-02  -1.03552749e-01  -6.37031860e-02   1.18599994e-01
    2.34997238e-02   3.50305745e-01]
 [  1.04935892e-02   9.45873287e-02  -2.05209860e-02   4.68598394e-02
   -2.59398946e-02  -7.66129763e-03   3.54656963e-01   3.98811783e-02
    1.49606618e-01  -2.31472403e-02]
 [  1.97034707e-01   4.06111237e-01  -7.84241829e-03  -1.27892340e-01
    8.25322984e-01  -8.61689418e-03  -1.25247018e+00  -4.91571897e-02
    4.55179674e-02   2.89635319e-01]
 [ -3.60674574e-02  -4.59289860e-01  -2.16369321e-01   1.95751064e-01
   -3.59493238e-01   2.06606475e-01   4.51003928e-01   5.51666522e-02
    4.84964356e-02   2.55226999e-01]
 [ -6.30322965e-02  -4.09149540e-02  -1.37897200e-01   4.97167591e-02
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   -1.86606653e-01  -9.39314862e-02]
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   -3.17266193e-02  -4.29642436e-02]
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   -2.89015449e-01   5.06970830e-02  -1.94769488e-02  -3.12528360e-02
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   -2.03957497e-01  -2.47319272e-01]
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 [  8.47427544e-02  -2.87247604e-01  -2.86032643e-02   8.71293330e-02
   -8.63221634e-02  -8.81745792e-02   3.45031676e-01  -3.98613478e-04
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 [  3.79634281e-02  -1.53680126e-01  -2.10985437e-01   1.37689545e-01
   -6.54076829e-02   7.02799232e-02  -1.60570233e-02  -2.09323471e-02
   -8.63495156e-02  -9.56143289e-05]
 [ -1.29689915e-01  -1.52526032e-01  -2.03798076e-01   1.37711811e-01
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   -1.84646396e-01  -1.09671273e-02   1.07809769e-01   1.17187198e-01
   -3.13426362e-02  -5.71695715e-02]
 [  2.02766188e-03  -2.87900146e-01  -3.00853722e-01  -7.33897906e-02
   -2.09924846e-01  -8.73927984e-02  -9.04186087e-03   1.58728064e-01
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   -1.43414172e-01  -4.07331255e-02]
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   -1.74479402e-01  -3.25696069e-01   1.48986222e-01   6.58606551e-03
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 [ -1.71818601e-01  -3.76925431e-01   1.28811808e-01  -5.83080089e-01
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   -1.58323064e-01   3.60376055e-02]]
[[ 0.61075736]
 [ 2.10586384]
 [ 0.20679075]
 [ 0.99997421]
 [-3.18881707]
 [-0.41440463]
 [-1.99056605]
 [ 0.03765099]
 [ 0.65282538]
 [ 0.82170581]]
Progress: 94.9% ... Training loss: 0.214 ... Validation loss: 0.388[[  2.40308670e-01   8.38935213e-01  -7.27882310e-02   1.78804107e-01
    2.53037545e-02  -1.03995682e-01  -6.52833268e-02   1.18644983e-01
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   -3.11574340e-02  -4.22339172e-02]
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   -8.00087762e-01   1.07409574e-01  -1.19790609e-01   1.57365869e-01
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   -5.70578200e-02   1.93552588e-02]
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   -1.67350103e-01  -2.24375687e-01]
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   -3.19291757e-02  -3.91099520e-01]
 [ -6.64640218e-02  -1.11879682e-01   2.85650545e-01   8.87997027e-02
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   -4.70982603e-02   1.70131451e-02]
 [ -2.78058749e-01  -4.06944223e-02   3.92444841e-02   7.33995159e-02
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   -1.00414417e-02   1.49907732e-01]
 [  1.91133786e-01  -4.28784323e-02  -2.10953504e-01   2.38730801e-02
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 [  2.79148302e-01  -2.14898621e-01   9.09556557e-02   8.67634959e-02
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    1.86686481e-01  -7.43534908e-02]
 [ -8.24291320e-02  -1.24126833e-01   1.28331634e-01   1.32404906e-01
    4.81956843e-02  -1.26333176e-01   1.69302354e-01  -7.92582448e-02
    1.87415175e-01   2.66184709e-02]
 [ -1.72238825e-01  -3.77514680e-01   1.28673234e-01  -5.83772327e-01
   -9.16166002e-01   2.12434191e-01   3.40313794e-01  -1.41684951e-01
   -1.58835402e-01   3.55859448e-02]]
[[ 0.60871722]
 [ 2.10883048]
 [ 0.20801553]
 [ 1.00261117]
 [-3.19293057]
 [-0.41548822]
 [-1.98944994]
 [ 0.03670278]
 [ 0.65388255]
 [ 0.82213502]]
Progress: 95.0% ... Training loss: 0.213 ... Validation loss: 0.391[[  2.40134025e-01   8.38634151e-01  -7.28175090e-02   1.78404336e-01
    2.69947849e-02  -1.03871657e-01  -6.47810504e-02   1.18637703e-01
    2.41209127e-02   3.51370630e-01]
 [  1.09070637e-02   9.60413013e-02  -2.03785547e-02   4.75705178e-02
   -2.78667946e-02  -7.95455164e-03   3.53546862e-01   3.99067820e-02
    1.50039651e-01  -2.26087344e-02]
 [  1.93253224e-01   3.95110597e-01  -9.21972930e-03  -1.34125687e-01
    8.42897855e-01  -5.77648854e-03  -1.24830363e+00  -4.94103889e-02
    4.10655339e-02   2.84315780e-01]
 [ -3.44905566e-02  -4.52005461e-01  -2.15755931e-01   1.98314940e-01
   -3.69840216e-01   2.05514081e-01   4.48088398e-01   5.52572932e-02
    5.02367941e-02   2.57025294e-01]
 [ -6.27134589e-02  -3.90038670e-02  -1.37797777e-01   4.96924928e-02
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   -1.86285853e-01  -9.32219606e-02]
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   -3.16144043e-02  -4.27796410e-02]
 [ -3.75055429e-02  -5.14464189e-01  -4.13517579e-04   2.20984307e-02
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   -4.95204712e-01  -2.02531771e-02   2.15006331e-01   1.05442189e-01
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   -2.03357648e-01  -2.46584150e-01]
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   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.94106280e-01  -3.67250030e-01   9.12555924e-02   1.96856151e-01
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   -2.97565388e-01  -1.25527063e-01]
 [  8.47414616e-02  -2.87457412e-01  -2.86069825e-02   8.68942321e-02
   -8.59230940e-02  -8.81806370e-02   3.45980125e-01  -3.98248252e-04
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 [  3.72468057e-02  -1.55626701e-01  -2.11225055e-01   1.36537769e-01
   -6.51439253e-02   7.07002275e-02  -1.41982532e-02  -2.09741381e-02
   -8.71062001e-02  -1.05915013e-03]
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   -5.47232892e-02   1.37638152e-01  -3.16697051e-02  -2.52938414e-01
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   -3.80508480e-02  -6.69641656e-02  -4.20729934e-02   1.19810146e-01
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 [  6.53017388e-02  -1.09506226e-01   8.45921071e-02   6.90773359e-02
   -1.85671044e-01  -1.11142411e-02   1.07086663e-01   1.17204529e-01
   -3.10818643e-02  -5.68041016e-02]
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   -1.99195407e-01  -8.58841618e-02  -4.98057620e-03   1.58586991e-01
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 [  5.63096582e-02  -9.24813877e-02  -1.10302098e-01   6.66177722e-02
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   -1.44156789e-01  -4.17912501e-02]
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   -1.65360029e-01  -3.67631425e-01]
 [ -9.62568079e-03  -5.81717141e-01  -3.07046771e-02  -6.60806572e-02
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 [  1.70685918e-02  -6.48944675e-01  -4.40580590e-02  -1.00729260e-01
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   -3.61737388e-01  -2.14069978e-01]
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   -7.43126184e-02   9.03488030e-02]
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   -9.20898407e-02  -1.33594645e-01]
 [ -2.32073346e-01  -4.54543820e-01   2.43531466e-01  -2.68504972e-01
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   -2.79708027e-01  -4.64276516e-02]
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   -4.64024356e-02  -1.58703393e-01]
 [  5.14966739e-02   2.65729874e-01   1.43035440e-01  -1.60454972e-01
   -2.75581131e-01   8.09619393e-02  -1.01492305e-01   2.75469076e-01
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 [  3.66414751e-01   4.20202459e-01  -7.49883395e-02   2.78032101e-01
   -1.00652725e+00  -2.80543160e-01  -5.00164877e-01   1.77578246e-01
    3.99922752e-01   2.07593511e-03]
 [  7.45240370e-02   9.74866310e-02   2.65251969e-01   2.75054817e-01
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   -1.07824262e-01  -2.58213846e-01]
 [  4.04664531e-02  -1.29248453e-01  -1.16856317e-01  -4.17435096e-02
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 [  3.21511968e-02  -2.36478884e-02  -6.04172606e-02  -2.48723076e-02
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 [  5.56703760e-02   1.70534497e-01   2.50865894e-01   9.87268263e-02
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   -1.67001356e-01   1.36550878e-01]
 [  1.07600875e-01   1.30512695e-01   1.16176035e-01   3.24834666e-02
   -1.39394502e-01   4.28284560e-02  -9.63030995e-02  -2.70480441e-01
    1.22810434e-02  -5.15947628e-02]
 [  1.10805336e-02   1.76996040e-01   8.95842217e-02  -3.39768843e-02
    9.97020575e-03   1.64017269e-01  -5.09413465e-02   1.18118634e-01
   -7.81711200e-03   1.90726171e-01]
 [  2.35426896e-01   1.10357153e-01   2.98112611e-02   6.90890606e-02
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   -5.15850162e-02  -1.85703358e-02]
 [  5.84696671e-02   1.18318620e-01   2.10464915e-02   5.35736425e-02
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 [  5.31842779e-02   4.54452294e-01   1.28472700e-01   4.55557116e-01
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 [  1.86507683e-01   2.93577967e-01   2.30032991e-01   9.13260153e-02
   -7.98913795e-01   1.07711316e-01  -1.18396357e-01   1.57339397e-01
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 [ -9.81231405e-02   2.37561667e-01   2.31884234e-01  -1.50389412e-02
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   -5.69624783e-02   1.94793526e-02]
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   -2.93381172e-01  -1.13414232e-01]
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   -2.08692131e-01   3.37093540e-02]
 [  8.65896902e-03  -5.05570982e-01  -1.28974914e-01  -1.64856804e-01
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   -1.67392551e-01  -2.24415208e-01]
 [ -4.05127137e-02  -5.35494167e-01  -2.16964041e-01  -2.73170458e-01
   -9.22824621e-01   4.51894484e-02   4.40239016e-01  -1.76024844e-01
   -3.25975326e-02  -3.91921868e-01]
 [ -6.62121153e-02  -1.11107325e-01   2.85768861e-01   8.93602402e-02
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   -4.67657670e-02   1.73473861e-02]
 [ -2.78336168e-01  -4.19869630e-02   3.91501783e-02   7.29513158e-02
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   -1.03384673e-02   1.49600534e-01]
 [  1.91049432e-01  -4.38472493e-02  -2.10995788e-01   2.37547810e-02
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    5.99879386e-02  -1.10873504e-01]
 [  2.79072707e-01  -2.15473787e-01   9.09133479e-02   8.65272493e-02
    1.45025564e-01  -8.74248501e-02  -2.01136356e-02  -1.31043441e-01
    1.86607821e-01  -7.45261695e-02]
 [ -8.31087053e-02  -1.26883701e-01   1.28088492e-01   1.31149680e-01
    5.01459487e-02  -1.25888333e-01   1.70085942e-01  -7.93027121e-02
    1.86689787e-01   2.56927160e-02]
 [ -1.73021302e-01  -3.79685691e-01   1.28404719e-01  -5.85092604e-01
   -9.16302489e-01   2.13011992e-01   3.42527665e-01  -1.41734712e-01
   -1.59735961e-01   3.45167549e-02]]
[[ 0.5999502 ]
 [ 2.10315686]
 [ 0.20014428]
 [ 0.99664435]
 [-3.19687732]
 [-0.42189077]
 [-1.9957815 ]
 [ 0.02933577]
 [ 0.64495978]
 [ 0.81362984]]
Progress: 95.0% ... Training loss: 0.213 ... Validation loss: 0.388[[  2.43031564e-01   8.49607395e-01  -7.17926309e-02   1.82892179e-01
    1.37385302e-02  -1.06022983e-01  -7.23631643e-02   1.18782487e-01
    2.72429347e-02   3.55098302e-01]
 [  1.12307599e-02   9.71927336e-02  -2.02727245e-02   4.80993688e-02
   -2.91597504e-02  -8.17379563e-03   3.52752579e-01   3.99215591e-02
    1.50347123e-01  -2.21762697e-02]
 [  1.98300142e-01   4.13464196e-01  -7.41906720e-03  -1.26016836e-01
    8.20249375e-01  -9.44141063e-03  -1.25971861e+00  -4.91479869e-02
    4.67513705e-02   2.91174612e-01]
 [ -3.39475820e-02  -4.50322125e-01  -2.15544944e-01   1.99918693e-01
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 [ -8.25881294e-02  -1.25420112e-01   1.28261775e-01   1.32056563e-01
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    1.87226687e-01   2.62923354e-02]
 [ -1.71995883e-01  -3.75627469e-01   1.28757300e-01  -5.83881267e-01
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   -1.58563104e-01   3.59218432e-02]]
[[ 0.61463665]
 [ 2.11687988]
 [ 0.21157904]
 [ 1.00513095]
 [-3.18904159]
 [-0.41036547]
 [-1.99127363]
 [ 0.04215061]
 [ 0.65859694]
 [ 0.82989185]]
Progress: 95.0% ... Training loss: 0.218 ... Validation loss: 0.397[[  2.42403351e-01   8.46681973e-01  -7.20765366e-02   1.82102729e-01
    2.00127035e-02  -1.05558643e-01  -7.15739024e-02   1.18724109e-01
    2.64672959e-02   3.54369977e-01]
 [  1.13995309e-02   9.74688601e-02  -2.02141948e-02   4.83735103e-02
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 [  1.91807841e-01   3.93620505e-01  -9.86448299e-03  -1.36707347e-01
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    3.92235106e-02   2.82674810e-01]
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   -3.67072424e-01   2.05797483e-01   4.48675091e-01   5.52499184e-02
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   -1.85908046e-01  -9.24897257e-02]
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   -3.13261867e-02  -4.24467347e-02]
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   -2.03628331e-01  -2.46788941e-01]
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   -8.73981589e-02  -1.33671966e-03]
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   -3.00360566e-02  -5.55061497e-02]
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   -1.43044668e-01  -4.04122198e-02]
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 [ -8.34879933e-02  -1.28095146e-01   1.27942061e-01   1.30546395e-01
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    1.86286405e-01   2.50574550e-02]
 [ -1.73793909e-01  -3.81303410e-01   1.28096386e-01  -5.86531573e-01
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   -1.60547064e-01   3.37659376e-02]]
[[ 0.59864866]
 [ 2.10530604]
 [ 0.19915705]
 [ 0.99679972]
 [-3.19684403]
 [-0.42066546]
 [-1.99403987]
 [ 0.02991893]
 [ 0.64328277]
 [ 0.81311494]]
Progress: 95.1% ... Training loss: 0.213 ... Validation loss: 0.389[[  2.43256924e-01   8.51722783e-01  -7.17137572e-02   1.84071227e-01
    1.63538503e-02  -1.06324896e-01  -7.50764422e-02   1.18780836e-01
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 [  1.11558966e-02   9.70108176e-02  -2.03032197e-02   4.80115724e-02
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 [  1.92837856e-01   3.98915500e-01  -9.49260845e-03  -1.34839451e-01
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    4.04245930e-02   2.84435772e-01]
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   -3.75371479e-01   2.04834210e-01   4.41703579e-01   5.53320501e-02
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 [ -6.57461566e-02  -4.96481093e-02  -1.38824104e-01   4.38710674e-02
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   -1.89498135e-01  -9.72660104e-02]
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   -3.15028245e-02  -4.27493350e-02]
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   -2.03763780e-01  -2.46970500e-01]
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   -5.20104855e-02  -1.90824908e-02]
 [  5.93749984e-02   1.21599446e-01   2.13409575e-02   5.49685104e-02
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   -8.02224763e-01   1.07328389e-01  -1.19136575e-01   1.57366313e-01
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   -3.16459130e-02  -3.90856994e-01]
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   -4.72634901e-02   1.68767293e-02]
 [ -2.76501381e-01  -3.77710672e-02   3.97806532e-02   7.60364144e-02
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   -8.41494437e-03   1.51752338e-01]
 [  1.91123683e-01  -4.29251390e-02  -2.10925773e-01   2.42256603e-02
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 [  2.78562013e-01  -2.16764886e-01   9.07804623e-02   8.59169247e-02
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    1.86101862e-01  -7.49517556e-02]
 [ -8.36608861e-02  -1.28350813e-01   1.27897958e-01   1.30357612e-01
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    1.86120413e-01   2.48566081e-02]
 [ -1.73587019e-01  -3.80584850e-01   1.28142174e-01  -5.86217076e-01
   -9.21852343e-01   2.13248664e-01   3.42456461e-01  -1.41803847e-01
   -1.60319608e-01   3.40754807e-02]]
[[ 0.60555527]
 [ 2.10899389]
 [ 0.20303462]
 [ 1.00015132]
 [-3.19632915]
 [-0.41537595]
 [-1.99162755]
 [ 0.03653746]
 [ 0.64995642]
 [ 0.81972188]]
Progress: 95.2% ... Training loss: 0.213 ... Validation loss: 0.393[[  2.43215328e-01   8.53114071e-01  -7.16964911e-02   1.83859221e-01
    1.86914588e-02  -1.06314763e-01  -7.46396317e-02   1.18776347e-01
    2.74615017e-02   3.55640860e-01]
 [  1.17503001e-02   9.82673480e-02  -2.00809863e-02   4.90595011e-02
   -3.29281174e-02  -8.50209875e-03   3.51082938e-01   3.99609556e-02
    1.50927979e-01  -2.14217798e-02]
 [  1.91787907e-01   3.96165081e-01  -9.84952251e-03  -1.36573844e-01
    8.40960207e-01  -5.22078135e-03  -1.25308413e+00  -4.96284319e-02
    3.95204869e-02   2.83292273e-01]
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   -3.78389576e-01   2.05142288e-01   4.43398348e-01   5.53026169e-02
    5.17966917e-02   2.58503384e-01]
 [ -6.49182931e-02  -4.65545513e-02  -1.38515943e-01   4.53483309e-02
   -1.28214836e-01  -1.97602060e-01   1.41436191e-01  -1.12196725e-01
   -1.88748630e-01  -9.62440332e-02]
 [ -3.76021155e-01  -7.20723591e-01  -2.99388482e-01   1.50262923e-01
   -4.72071604e-01   1.86403659e-02   4.25848307e-01  -4.26666456e-02
   -3.13566106e-02  -4.26079578e-02]
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   -3.57438295e-01  -6.03606811e-02   1.82170373e-01  -1.98848675e-01
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   -5.05628312e-01  -2.22081984e-02   2.05760732e-01   1.05521557e-01
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   -2.86039007e-01   5.05373182e-02  -1.79376403e-02  -3.12834503e-02
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   -3.14431601e-02   1.33309636e-02]
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   -2.08958325e-01   1.22281061e-01   3.90604464e-01  -2.12560446e-02
   -2.03564787e-01  -2.46808609e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.93477208e-01  -3.65922748e-01   9.15178916e-02   1.98049178e-01
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   -2.96817691e-01  -1.24735514e-01]
 [  8.38780188e-02  -2.90473743e-01  -2.88842114e-02   8.55617106e-02
   -8.25187188e-02  -8.76280638e-02   3.47779596e-01  -4.36365054e-04
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 [  3.64310223e-02  -1.59035929e-01  -2.11499362e-01   1.35223860e-01
   -6.29547267e-02   7.11314015e-02  -1.17336759e-02  -2.10034229e-02
   -8.79182907e-02  -2.00527902e-03]
 [ -1.30261953e-01  -1.54560845e-01  -2.03980043e-01   1.36592306e-01
   -5.38250399e-02   1.37280201e-01  -3.29630245e-02  -2.52908813e-01
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 [ -6.25800373e-02  -1.72545014e-01   2.77696198e-01   1.03032070e-01
   -4.29650155e-02  -6.66638678e-02  -4.07858505e-02   1.19783468e-01
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 [  6.47724404e-02  -1.11273785e-01   8.43693370e-02   6.78040793e-02
   -1.85568387e-01  -1.07688957e-02   1.08806727e-01   1.17158315e-01
   -3.16262324e-02  -5.75556348e-02]
 [ -7.49029640e-04  -2.96810813e-01  -3.01854705e-01  -7.70391626e-02
   -1.97171886e-01  -8.54953942e-02  -5.96139577e-03   1.58513587e-01
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 [  5.80781306e-02  -8.52223087e-02  -1.09606570e-01   6.96782487e-02
   -4.15866407e-01   3.10017377e-01   3.29355501e-01   2.03599019e-01
   -1.42019172e-01  -3.91625549e-02]
 [  1.40363716e-02   3.22957140e-02   1.27613830e-01   1.33225807e-01
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   -2.02438736e-03   4.64260009e-02]
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   -1.65232368e-01  -3.67465432e-01]
 [ -9.02051222e-03  -5.81342078e-01  -3.04959031e-02  -6.50741878e-02
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    3.73741158e-02  -3.87691991e-01]
 [  1.69208174e-02  -6.49977217e-01  -4.41089681e-02  -1.00972710e-01
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   -3.61926853e-01  -2.14329380e-01]
 [ -1.81854586e-01  -7.45993035e-01  -1.37950229e-02  -2.12851769e-01
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   -7.44612327e-02   9.02182405e-02]
 [ -3.11139494e-01  -5.92004317e-01   5.27234326e-02  -5.15689221e-02
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   -9.16338336e-02  -1.33047612e-01]
 [ -2.32374255e-01  -4.55417545e-01   2.43434412e-01  -2.68862787e-01
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   -2.79999340e-01  -4.67592332e-02]
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   -4.64877577e-02  -1.58816878e-01]
 [  5.33256207e-02   2.71903030e-01   1.43659889e-01  -1.56957719e-01
   -2.81705732e-01   7.95859534e-02  -1.06226920e-01   2.75562647e-01
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 [  3.67138768e-01   4.23625574e-01  -7.46814327e-02   2.79661663e-01
   -1.01082491e+00  -2.81187147e-01  -5.02601903e-01   1.77626029e-01
    4.00725402e-01   3.23418028e-03]
 [  7.41250974e-02   9.54741413e-02   2.65113617e-01   2.74399524e-01
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   -1.08250076e-01  -2.58813625e-01]
 [  4.06718630e-02  -1.29340981e-01  -1.16789444e-01  -4.14551964e-02
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 [  3.21226982e-02  -2.37954688e-02  -6.04290235e-02  -2.50565283e-02
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 [  5.48336117e-02   1.66941915e-01   2.50577042e-01   9.72450504e-02
   -1.05181691e-01  -1.57354037e-01  -3.64056054e-02   4.00481976e-02
   -1.67963104e-01   1.35460849e-01]
 [  1.09408888e-01   1.36962975e-01   1.16790866e-01   3.50065594e-02
   -1.46611858e-01   4.14526794e-02  -1.00593547e-01  -2.70374396e-01
    1.43051677e-02  -4.90396529e-02]
 [  1.07362682e-02   1.75605685e-01   8.94092801e-02  -3.49610676e-02
    1.22393793e-02   1.64291951e-01  -5.07615864e-02   1.18084343e-01
   -8.29602260e-03   1.90171315e-01]
 [  2.35041146e-01   1.09323454e-01   2.96949798e-02   6.83417535e-02
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   -5.19629306e-02  -1.90007934e-02]
 [  5.91162953e-02   1.20797836e-01   2.12549953e-02   5.45490449e-02
   -4.78505618e-01  -1.32947515e-01  -2.85819259e-01   4.12784806e-02
    1.28601617e-01   2.07408901e-01]
 [  5.05211710e-02   4.46446555e-01   1.27521605e-01   4.51249742e-01
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 [  1.86923858e-01   2.96066403e-01   2.30242991e-01   9.23936082e-02
   -8.02600851e-01   1.07291030e-01  -1.19392676e-01   1.57367565e-01
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 [ -9.87721391e-02   2.35998399e-01   2.31663459e-01  -1.60795400e-02
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   -5.76622829e-02   1.86013836e-02]
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   -2.94245812e-01  -1.14518349e-01]
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   -2.08902587e-01   3.34116487e-02]
 [  8.59873393e-03  -5.05974681e-01  -1.28983304e-01  -1.64897814e-01
    3.63504745e-01   2.36506785e-02   2.19653634e-01   1.51517888e-01
   -1.67456473e-01  -2.24495548e-01]
 [ -4.08492764e-02  -5.37083983e-01  -2.17051397e-01  -2.73548512e-01
   -9.22902600e-01   4.52502144e-02   4.43590416e-01  -1.76042137e-01
   -3.27881487e-02  -3.92391899e-01]
 [ -6.58142141e-02  -1.11009955e-01   2.85917493e-01   8.99764045e-02
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   -4.64291727e-02   1.78329142e-02]
 [ -2.76109096e-01  -3.66881971e-02   3.99213067e-02   7.67081205e-02
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   -7.93669689e-03   1.52294055e-01]
 [  1.90447058e-01  -4.51259383e-02  -2.11136094e-01   2.31385636e-02
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    5.93789160e-02  -1.11511723e-01]
 [  2.78118598e-01  -2.18314719e-01   9.06178774e-02   8.51322704e-02
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    1.85651874e-01  -7.55532448e-02]
 [ -8.43634904e-02  -1.30642871e-01   1.27658998e-01   1.29266900e-01
    5.18021338e-02  -1.25136001e-01   1.72436849e-01  -7.93912626e-02
    1.85484563e-01   2.40772539e-02]
 [ -1.73072968e-01  -3.78630023e-01   1.28330043e-01  -5.85454377e-01
   -9.24458903e-01   2.12870899e-01   3.41150014e-01  -1.41770635e-01
   -1.59746014e-01   3.47848884e-02]]
[[ 0.60064313]
 [ 2.10651628]
 [ 0.19983979]
 [ 0.99561243]
 [-3.19871774]
 [-0.41832024]
 [-1.99446399]
 [ 0.03318462]
 [ 0.64408185]
 [ 0.81459689]]
Progress: 95.2% ... Training loss: 0.213 ... Validation loss: 0.389[[  2.41610682e-01   8.48600664e-01  -7.22112782e-02   1.81269275e-01
    2.84040349e-02  -1.05203146e-01  -6.88157229e-02   1.18685962e-01
    2.58129153e-02   3.53462380e-01]
 [  1.17533064e-02   9.79705891e-02  -2.00652633e-02   4.91442829e-02
   -3.31262643e-02  -8.53441720e-03   3.51364912e-01   3.99626319e-02
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    1.85065344e-01   2.35323495e-02]
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[[ 0.59046406]
 [ 2.10020757]
 [ 0.19233795]
 [ 0.99039518]
 [-3.20414865]
 [-0.42520894]
 [-1.9976416 ]
 [ 0.02511251]
 [ 0.63429288]
 [ 0.80567508]]
Progress: 95.2% ... Training loss: 0.217 ... Validation loss: 0.388[[  2.43419220e-01   8.55223310e-01  -7.16336112e-02   1.84398099e-01
    1.87911645e-02  -1.06491888e-01  -7.23163441e-02   1.18768488e-01
    2.77694518e-02   3.55841273e-01]
 [  1.18092453e-02   9.81399290e-02  -2.00447202e-02   4.92500703e-02
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 [  1.91320930e-01   3.97398233e-01  -1.01108842e-02  -1.36912878e-01
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    3.90255989e-02   2.82506642e-01]
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   -3.76933630e-01   2.05483712e-01   4.39971982e-01   5.52754758e-02
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   -3.05504119e-02  -4.17957157e-02]
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   -2.03528044e-01  -2.46697841e-01]
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   -8.80343047e-02  -2.11909763e-03]
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[[ 0.60302319]
 [ 2.11110157]
 [ 0.20429204]
 [ 1.00242867]
 [-3.19705268]
 [-0.4151346 ]
 [-1.99021737]
 [ 0.03646394]
 [ 0.64828031]
 [ 0.819215  ]]
Progress: 95.3% ... Training loss: 0.213 ... Validation loss: 0.393[[  2.41465607e-01   8.50681328e-01  -7.23302334e-02   1.81046921e-01
    2.32090165e-02  -1.05113098e-01  -6.85187965e-02   1.18647029e-01
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 [  1.20962610e-02   9.91700207e-02  -1.99679696e-02   4.97294647e-02
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 [  1.92958890e-01   4.01111447e-01  -9.57048723e-03  -1.34480771e-01
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   -2.02674394e-01  -2.45762501e-01]
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   -8.21574742e-03   1.90230335e-01]
 [  2.35600574e-01   1.10386185e-01   2.98624832e-02   6.91979926e-02
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   -5.13911070e-02  -1.83913956e-02]
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   -3.42694268e-02  -3.94541716e-01]
 [ -6.53086307e-02  -1.11421562e-01   2.86100958e-01   9.07961551e-02
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   -4.57613154e-02   1.85932438e-02]
 [ -2.74467642e-01  -3.24320118e-02   4.04391475e-02   7.93722120e-02
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   -6.34729779e-03   1.54239544e-01]
 [  1.90394553e-01  -4.72561315e-02  -2.11193018e-01   2.29933333e-02
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 [  2.79011673e-01  -2.15392413e-01   9.09549172e-02   8.69525126e-02
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    1.86627250e-01  -7.43253357e-02]
 [ -8.46382274e-02  -1.31298159e-01   1.27566249e-01   1.28960740e-01
    5.23544194e-02  -1.24917310e-01   1.72728110e-01  -7.94158485e-02
    1.85283516e-01   2.36621576e-02]
 [ -1.75766591e-01  -3.84370240e-01   1.27379826e-01  -5.89854741e-01
   -9.26248901e-01   2.14773889e-01   3.48524966e-01  -1.41924447e-01
   -1.62749935e-01   3.09996642e-02]]
[[ 0.59480714]
 [ 2.10879028]
 [ 0.19711967]
 [ 0.99525398]
 [-3.19711397]
 [-0.4248182 ]
 [-2.00401132]
 [ 0.02722631]
 [ 0.6388841 ]
 [ 0.80999142]]
Progress: 95.3% ... Training loss: 0.213 ... Validation loss: 0.386[[  2.41230523e-01   8.51086996e-01  -7.23624618e-02   1.81209003e-01
    2.62994866e-02  -1.04933108e-01  -6.93683073e-02   1.18639350e-01
    2.52174096e-02   3.52873910e-01]
 [  1.22228321e-02   9.94693222e-02  -1.99184266e-02   4.99501522e-02
   -3.53192121e-02  -8.86973615e-03   3.50493268e-01   3.99880953e-02
    1.51507548e-01  -2.07906303e-02]
 [  1.91211775e-01   3.96764472e-01  -1.01704113e-02  -1.36508105e-01
    8.43093372e-01  -4.50581841e-03  -1.25244497e+00  -4.96676756e-02
    3.87715683e-02   2.82285164e-01]
 [ -3.14699673e-02  -4.37878196e-01  -2.14716412e-01   2.04976044e-01
   -3.85029246e-01   2.04366163e-01   4.36495922e-01   5.53439283e-02
    5.33152371e-02   2.60518265e-01]
 [ -6.35623592e-02  -4.52042192e-02  -1.37856335e-01   4.72388626e-02
   -1.30705370e-01  -1.99256321e-01   1.39086407e-01  -1.12016449e-01
   -1.87114908e-01  -9.34429153e-02]
 [ -3.77341144e-01  -7.25253504e-01  -2.99790856e-01   1.48074323e-01
   -4.74266239e-01   1.93911382e-02   4.30180646e-01  -4.27461490e-02
   -3.27838951e-02  -4.44656819e-02]
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   -4.99698319e-01  -2.01446419e-02   2.14923446e-01   1.05354193e-01
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   -2.81863155e-01   4.99954786e-02  -1.97216567e-02  -3.12628486e-02
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   -2.15745305e-01   1.21417469e-01   3.86021773e-01  -2.12012160e-02
   -2.02333973e-01  -2.45363593e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
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 [ -2.93716123e-01  -3.66856062e-01   9.14508769e-02   1.97634126e-01
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   -2.97094342e-01  -1.25153052e-01]
 [  8.29038776e-02  -2.94567482e-01  -2.92126276e-02   8.39980528e-02
   -8.19581071e-02  -8.71100647e-02   3.50758406e-01  -4.93674529e-04
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 [  3.60283666e-02  -1.59388519e-01  -2.11588169e-01   1.34559846e-01
   -6.42838633e-02   7.13964995e-02  -1.06613974e-02  -2.10205810e-02
   -8.83345034e-02  -2.50786738e-03]
 [ -1.30053130e-01  -1.55062812e-01  -2.03919397e-01   1.36951458e-01
   -5.44314318e-02   1.37069406e-01  -3.39944372e-02  -2.52889833e-01
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 [ -6.14840818e-02  -1.70372435e-01   2.78014921e-01   1.04710491e-01
   -5.09783945e-02  -6.75252022e-02  -4.32377248e-02   1.19835022e-01
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 [  6.57535043e-02  -1.08211006e-01   8.46517646e-02   6.93805006e-02
   -1.91825682e-01  -1.13380985e-02   1.06333977e-01   1.17188548e-01
   -3.05799654e-02  -5.64766427e-02]
 [ -1.43687789e-03  -2.97693857e-01  -3.02072393e-01  -7.71748855e-02
   -1.94653438e-01  -8.49359452e-02  -4.05348636e-03   1.58473317e-01
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 [  5.75075649e-02  -8.68105390e-02  -1.09757561e-01   6.90503975e-02
   -4.17459437e-01   3.10297661e-01   3.30945894e-01   2.03566475e-01
   -1.42587839e-01  -3.95478301e-02]
 [  1.31382239e-02   2.90925302e-02   1.27290515e-01   1.31728560e-01
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 [  1.02767031e-01   6.60377726e-02  -4.56583985e-02  -1.19607785e-01
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   -1.62133829e-01  -2.01776683e-01   3.86090512e-02  -2.21527519e-02
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   -2.08149948e-03   4.63484459e-02]
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   -1.64613013e-01  -3.66760156e-01]
 [ -8.84731194e-03  -5.81459661e-01  -3.04547759e-02  -6.47600781e-02
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    3.75136737e-02  -3.87508694e-01]
 [  1.68675440e-02  -6.50709389e-01  -4.41089461e-02  -1.01003912e-01
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   -3.61991657e-01  -2.14440668e-01]
 [ -1.81856158e-01  -7.46757160e-01  -1.37867045e-02  -2.12805853e-01
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   -7.44112753e-02   9.03107483e-02]
 [ -3.10675233e-01  -5.92417392e-01   5.29015689e-02  -5.05778383e-02
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   -9.10215216e-02  -1.32324160e-01]
 [ -2.32479498e-01  -4.56097856e-01   2.43403176e-01  -2.68828093e-01
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   -2.80101214e-01  -4.68514934e-02]
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   -4.68579439e-02  -1.59261019e-01]
 [  5.20194399e-02   2.68756806e-01   1.43236702e-01  -1.58660469e-01
   -2.79989011e-01   8.04739892e-02  -1.02798823e-01   2.75500929e-01
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 [  3.65894490e-01   4.21988699e-01  -7.51353823e-02   2.77672529e-01
   -1.01203561e+00  -2.80336325e-01  -4.99598147e-01   1.77550119e-01
    3.99445430e-01   1.44737910e-03]
 [  7.44102377e-02   9.62250263e-02   2.65212433e-01   2.74748588e-01
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   -1.07912403e-01  -2.58416227e-01]
 [  4.07280208e-02  -1.29367814e-01  -1.16769577e-01  -4.15081455e-02
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 [  3.25051409e-02  -2.30057427e-02  -6.03029382e-02  -2.44543588e-02
    6.09154700e-02  -2.01711177e-01  -3.67209404e-02   1.11372183e-02
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 [  5.55522401e-02   1.69059156e-01   2.50790289e-01   9.84086114e-02
   -1.06794496e-01  -1.57893165e-01  -3.88545971e-02   4.00878962e-02
   -1.67235686e-01   1.36336671e-01]
 [  1.09210387e-01   1.36163402e-01   1.16705175e-01   3.45237047e-02
   -1.44101023e-01   4.16207746e-02  -1.00421873e-01  -2.70391422e-01
    1.40275433e-02  -4.93828931e-02]
 [  1.07217054e-02   1.75286364e-01   8.93574396e-02  -3.54571627e-02
    1.31974633e-02   1.64258016e-01  -5.04792429e-02   1.18077274e-01
   -8.32372201e-03   1.90093612e-01]
 [  2.35804397e-01   1.10781035e-01   2.99209855e-02   6.94751647e-02
    6.33062103e-02  -3.57575707e-02  -3.01804064e-01   1.47763861e-01
   -5.11701287e-02  -1.81529429e-02]
 [  5.84366550e-02   1.18425307e-01   2.10280573e-02   5.35043631e-02
   -4.74436267e-01  -1.32515223e-01  -2.84520371e-01   4.12456043e-02
    1.27830424e-01   2.06486183e-01]
 [  5.14408779e-02   4.49658111e-01   1.27842703e-01   4.53048598e-01
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   -1.55316011e+00  -6.09931407e-02  -3.19889364e-01   1.48541079e-01
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 [  1.86323064e-01   2.95274314e-01   2.30072702e-01   9.15853756e-02
   -8.03661849e-01   1.07655806e-01  -1.17798976e-01   1.57339819e-01
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 [ -9.86167652e-02   2.36869071e-01   2.31710401e-01  -1.57917546e-02
   -2.10704274e-01   1.44521070e-01  -5.91226450e-02  -1.78346986e-02
   -5.74980168e-02   1.87990673e-02]
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   -2.94573007e-01  -1.14894328e-01]
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   -2.09249075e-01   3.29887487e-02]
 [  7.93444466e-03  -5.08286216e-01  -1.29192845e-01  -1.65959572e-01
    3.66561146e-01   2.40714650e-02   2.21897580e-01   1.51482064e-01
   -1.68136503e-01  -2.25345683e-01]
 [ -4.24880114e-02  -5.40884524e-01  -2.17633829e-01  -2.76518817e-01
   -9.22311889e-01   4.64180261e-02   4.47886338e-01  -1.76149970e-01
   -3.45138009e-02  -3.94832812e-01]
 [ -6.46873470e-02  -1.10562585e-01   2.86302655e-01   9.18570168e-02
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   -4.50428385e-02   1.94639044e-02]
 [ -2.74100079e-01  -3.14442342e-02   4.05605993e-02   7.99972599e-02
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   -5.99272219e-03   1.54526724e-01]
 [  1.91480655e-01  -4.38252615e-02  -2.10808964e-01   2.49255831e-02
    1.55677518e-01  -3.40147708e-01   1.06984393e-02  -1.62192412e-01
    6.04827627e-02  -1.10030005e-01]
 [  2.78694635e-01  -2.16471418e-01   9.08642566e-02   8.65679002e-02
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    1.86310919e-01  -7.46656838e-02]
 [ -8.44263413e-02  -1.30550336e-01   1.27648559e-01   1.29403728e-01
    5.16266069e-02  -1.25105659e-01   1.71544885e-01  -7.94049001e-02
    1.85488487e-01   2.39265763e-02]
 [ -1.76877513e-01  -3.88219204e-01   1.27008530e-01  -5.91455013e-01
   -9.21803252e-01   2.15539067e-01   3.50537910e-01  -1.41979217e-01
   -1.63966683e-01   2.97202295e-02]]
[[ 0.59741501]
 [ 2.108334  ]
 [ 0.1988751 ]
 [ 1.0012258 ]
 [-3.19875866]
 [-0.42300348]
 [-1.99801753]
 [ 0.03023704]
 [ 0.64352752]
 [ 0.81316191]]
Progress: 95.4% ... Training loss: 0.213 ... Validation loss: 0.389[[  2.42682631e-01   8.56679133e-01  -7.18452135e-02   1.83736825e-01
    2.22542341e-02  -1.05970227e-01  -7.15153114e-02   1.18719582e-01
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 [ -8.44049145e-02  -1.30485361e-01   1.27660438e-01   1.29457275e-01
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    1.85526732e-01   2.39734587e-02]
 [ -1.76371633e-01  -3.87247118e-01   1.27178173e-01  -5.90737339e-01
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   -1.63459231e-01   3.04091688e-02]]
[[ 0.60843908]
 [ 2.11665554]
 [ 0.20902806]
 [ 1.00906054]
 [-3.19428949]
 [-0.41590121]
 [-1.99248762]
 [ 0.03832771]
 [ 0.65232028]
 [ 0.82288329]]
Progress: 95.5% ... Training loss: 0.214 ... Validation loss: 0.390[[  2.42881068e-01   8.57776006e-01  -7.17602304e-02   1.83733885e-01
    2.76573655e-02  -1.06045928e-01  -7.06466851e-02   1.18736794e-01
    2.71385598e-02   3.55637872e-01]
 [  1.30456607e-02   1.01967830e-01  -1.96437249e-02   5.12920306e-02
   -3.95739817e-02  -9.43722987e-03   3.48432264e-01   4.00372523e-02
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 [  1.91153026e-01   3.98705384e-01  -1.01167738e-02  -1.35998762e-01
    8.34089211e-01  -4.84014338e-03  -1.25381537e+00  -4.96765614e-02
    3.93842662e-02   2.82939952e-01]
 [ -3.16224030e-02  -4.42128924e-01  -2.14908080e-01   2.04893161e-01
   -3.73408694e-01   2.04669193e-01   4.40104159e-01   5.53572854e-02
    5.28116051e-02   2.60152902e-01]
 [ -6.38759490e-02  -4.42666143e-02  -1.37910812e-01   4.73306807e-02
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   -1.87323207e-01  -9.38447893e-02]
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   -3.11433293e-02  -4.23226331e-02]
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   -2.02155095e-01  -2.45085523e-01]
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   -2.96925113e-01  -1.24965031e-01]
 [  8.40045123e-02  -2.92345529e-01  -2.88372037e-02   8.55272259e-02
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 [  3.62566377e-02  -1.58977516e-01  -2.11540959e-01   1.34884928e-01
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   -8.81102241e-02  -2.21263552e-03]
 [ -1.29246117e-01  -1.52356205e-01  -2.03639980e-01   1.38269494e-01
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 [  6.58338321e-02  -1.08220623e-01   8.46720781e-02   6.95926633e-02
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   -3.04800517e-02  -5.62586611e-02]
 [  4.36031891e-04  -2.92108733e-01  -3.01440911e-01  -7.42404999e-02
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 [ -1.75733488e-01  -3.85204257e-01   1.27396480e-01  -5.89693613e-01
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[[ 0.61028725]
 [ 2.11615461]
 [ 0.20871782]
 [ 1.01173379]
 [-3.19616106]
 [-0.41455613]
 [-1.98690285]
 [ 0.04148409]
 [ 0.6550865 ]
 [ 0.82336503]]
Progress: 95.5% ... Training loss: 0.214 ... Validation loss: 0.392[[  2.40567120e-01   8.52065395e-01  -7.25798421e-02   1.79778601e-01
    3.79086776e-02  -1.04484256e-01  -6.55900476e-02   1.18574218e-01
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   -2.01498962e-01  -2.44246931e-01]
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   -1.41206162e-01   4.20512306e-02  -9.88383586e-02  -2.70429345e-01
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 [  1.12234819e-02   1.76625700e-01   8.95387054e-02  -3.46967403e-02
    1.17871529e-02   1.63883226e-01  -5.20569266e-02   1.18109281e-01
   -7.74629527e-03   1.90823297e-01]
 [  2.37754451e-01   1.16113902e-01   3.05820904e-02   7.25821942e-02
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   -4.89985411e-02  -1.55055981e-02]
 [  5.89842525e-02   1.19984126e-01   2.12015510e-02   5.43870017e-02
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 [  5.16280489e-02   4.50505505e-01   1.27899448e-01   4.53370607e-01
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 [  1.43993911e-01   4.42558164e-01   6.17927655e-02   4.06108116e-01
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 [  1.86282251e-01   2.96054402e-01   2.30076116e-01   9.16898720e-02
   -8.05988089e-01   1.07641779e-01  -1.18848369e-01   1.57340628e-01
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 [ -9.94001820e-02   2.34424333e-01   2.31462183e-01  -1.69411437e-02
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   -5.83083078e-02   1.78535935e-02]
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   -2.95241101e-01  -1.15718280e-01]
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   -2.09678442e-01   3.24330758e-02]
 [  8.36728102e-03  -5.07600323e-01  -1.29047363e-01  -1.65245391e-01
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   -1.67665709e-01  -2.24743541e-01]
 [ -4.29890570e-02  -5.42721116e-01  -2.17810633e-01  -2.77348898e-01
   -9.25013784e-01   4.66739375e-02   4.50833421e-01  -1.76195333e-01
   -3.48947473e-02  -3.95343122e-01]
 [ -6.46419271e-02  -1.10816066e-01   2.86328542e-01   9.20613771e-02
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   -4.49912975e-02   1.96314056e-02]
 [ -2.74297938e-01  -3.27383788e-02   4.04670530e-02   7.94238692e-02
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   -6.18465002e-03   1.54349679e-01]
 [  1.91019815e-01  -4.60018548e-02  -2.11014589e-01   2.40749212e-02
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    5.98268406e-02  -1.10591792e-01]
 [  2.78852074e-01  -2.14543424e-01   9.09664825e-02   8.70844031e-02
    1.48044175e-01  -8.76153503e-02  -2.00175573e-02  -1.31055389e-01
    1.86551017e-01  -7.40710622e-02]
 [ -8.38920115e-02  -1.29429185e-01   1.27831094e-01   1.30115462e-01
    4.99113661e-02  -1.25436616e-01   1.70979555e-01  -7.93725536e-02
    1.85903699e-01   2.46222680e-02]
 [ -1.74792751e-01  -3.82224502e-01   1.27715965e-01  -5.88363858e-01
   -9.29419106e-01   2.14079767e-01   3.44753210e-01  -1.41851598e-01
   -1.61739250e-01   3.24607047e-02]]
[[ 0.60482033]
 [ 2.11290948]
 [ 0.20526093]
 [ 1.00588481]
 [-3.20029195]
 [-0.41838659]
 [-1.99273418]
 [ 0.03710475]
 [ 0.64971406]
 [ 0.81670788]]
Progress: 95.5% ... Training loss: 0.212 ... Validation loss: 0.387[[  2.40290995e-01   8.51572095e-01  -7.27072048e-02   1.78932252e-01
    3.97209566e-02  -1.04190627e-01  -6.27167031e-02   1.18553259e-01
    2.42792539e-02   3.52118625e-01]
 [  1.34190016e-02   1.03171159e-01  -1.95035069e-02   5.20095171e-02
   -4.20058971e-02  -9.74438606e-03   3.47397235e-01   4.00618767e-02
    1.52820991e-01  -1.91657454e-02]
 [  1.88796126e-01   3.92023663e-01  -1.10860141e-02  -1.40104909e-01
    8.41667291e-01  -3.03694549e-03  -1.25005548e+00  -4.98564442e-02
    3.66480566e-02   2.79545105e-01]
 [ -3.43953385e-02  -4.46453521e-01  -2.15800737e-01   2.00827013e-01
   -3.65561355e-01   2.06706315e-01   4.43863600e-01   5.51557061e-02
    4.97387947e-02   2.56803213e-01]
 [ -6.51708594e-02  -4.84063889e-02  -1.38259693e-01   4.58949458e-02
   -1.32159574e-01  -1.98122479e-01   1.38316232e-01  -1.12142678e-01
   -1.88793780e-01  -9.57286989e-02]
 [ -3.76223031e-01  -7.23945172e-01  -2.99414038e-01   1.49403444e-01
   -4.75011549e-01   1.86396766e-02   4.30597031e-01  -4.26912264e-02
   -3.18557718e-02  -4.32846511e-02]
 [ -3.65403146e-02  -5.16064666e-01  -2.25676146e-04   2.25748133e-02
   -3.72278794e-01  -6.20241192e-02   1.76275874e-01  -1.98750845e-01
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 [  5.66260392e-02  -6.39312699e-01   7.33123474e-03  -1.58846443e-01
   -5.05416649e-01  -2.02464579e-02   2.15079792e-01   1.05336681e-01
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 [ -1.62902168e-01  -2.43077565e-01  -2.93644421e-01  -5.13390431e-03
   -2.76378297e-01   5.06023487e-02  -1.64667357e-02  -3.13112343e-02
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 [  1.57289037e-02  -6.46504142e-01   5.60525707e-02  -1.59219377e-01
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   -3.38001634e-02   1.00520178e-02]
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   -4.66866022e-01  -1.76447716e-02   2.91354696e-01  -1.03279674e-01
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   -2.22523044e-01   1.20841110e-01   3.83707711e-01  -2.11392887e-02
   -2.01401959e-01  -2.44088822e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.93717415e-01  -3.66895384e-01   9.14502357e-02   1.97572570e-01
   -1.85127788e-01  -6.03366792e-02   1.33050691e-01  -2.63658183e-01
   -2.97118392e-01  -1.25246399e-01]
 [  8.42688602e-02  -2.92586894e-01  -2.87280992e-02   8.59129306e-02
   -8.35901615e-02  -8.80012275e-02   3.49790035e-01  -4.10929754e-04
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 [  3.55295592e-02  -1.60603683e-01  -2.11767248e-01   1.33653504e-01
   -6.27541676e-02   7.16937106e-02  -9.31014209e-03  -2.10572495e-02
   -8.89220683e-02  -3.23676354e-03]
 [ -1.28856558e-01  -1.52117329e-01  -2.03497392e-01   1.38872258e-01
   -5.59410305e-02   1.36342521e-01  -3.69586014e-02  -2.52821928e-01
    6.42366292e-02  -2.00357582e-01]
 [ -6.23121038e-02  -1.73996342e-01   2.77693795e-01   1.03056672e-01
   -4.89006108e-02  -6.69945788e-02  -3.83939956e-02   1.19781962e-01
    9.06328285e-02   7.71494737e-02]
 [  6.46983346e-02  -1.11912535e-01   8.42739811e-02   6.77266677e-02
   -1.89701553e-01  -1.05788884e-02   1.08187535e-01   1.17113075e-01
   -3.17655973e-02  -5.77890980e-02]
 [  1.39144980e-04  -2.93528275e-01  -3.01588799e-01  -7.48502973e-02
   -2.05037690e-01  -8.59875112e-02  -9.04553436e-03   1.58550986e-01
    8.62868723e-02  -6.26244889e-02]
 [  5.68419091e-02  -8.76487287e-02  -1.09943999e-01   6.81289227e-02
   -4.13756207e-01   3.10663945e-01   3.32500103e-01   2.03530302e-01
   -1.43255892e-01  -4.02736910e-02]
 [  1.20923088e-02   2.76070951e-02   1.26962563e-01   1.30211315e-01
   -4.96721417e-02   1.00486255e-01   1.86605117e-02  -4.20875232e-02
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 [  1.02220566e-01   6.40293173e-02  -4.58616842e-02  -1.20478555e-01
   -1.64227968e-01  -3.24660223e-01   1.52130919e-01   6.46430073e-03
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 [ -1.19617871e-01  -1.80376651e-01  -2.06900354e-02   7.97552749e-04
   -1.63296995e-01  -2.01988753e-01   3.82990058e-02  -2.21342933e-02
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 [ -1.50379526e-01  -1.20560263e-01  -2.00150654e-01  -8.03032901e-03
   -4.09899244e-01  -8.45527334e-03   6.26622663e-02  -2.59417081e-02
   -2.07719958e-03   4.65142080e-02]
 [ -1.51739563e-02  -2.53701002e-01  -7.06265760e-02  -1.04462956e-01
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   -1.64980534e-01  -3.67237535e-01]
 [ -8.89702892e-03  -5.82174385e-01  -3.04770985e-02  -6.48590465e-02
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    3.74518599e-02  -3.87628961e-01]
 [  1.72866941e-02  -6.51228192e-01  -4.39666228e-02  -1.00365242e-01
    6.82896133e-01   1.86082801e-02   6.33381877e-01   4.83227928e-02
   -3.61624689e-01  -2.14002786e-01]
 [ -1.82644581e-01  -7.48742559e-01  -1.40358892e-02  -2.13979377e-01
    7.89880736e-01  -8.87620909e-02   7.23881975e-01  -8.45687844e-02
   -7.51965990e-02   8.93826988e-02]
 [ -3.11350590e-01  -5.94638501e-01   5.26555726e-02  -5.16568735e-02
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   -9.17987927e-02  -1.33233818e-01]
 [ -2.32703653e-01  -4.56595265e-01   2.43324693e-01  -2.69208072e-01
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   -2.80351572e-01  -4.71290946e-02]
 [ -1.66147455e-01  -3.16416148e-01  -1.93200980e-01  -1.44393591e-01
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   -4.65046864e-02  -1.58749000e-01]
 [  5.17673193e-02   2.69221380e-01   1.43156475e-01  -1.59051722e-01
   -2.82736692e-01   8.06354442e-02  -1.02372306e-01   2.75474056e-01
    7.05462167e-03   1.09631727e-01]
 [  3.67482442e-01   4.26217854e-01  -7.45893316e-02   2.79970347e-01
   -1.01412722e+00  -2.81348065e-01  -5.01107261e-01   1.77661062e-01
    4.00971381e-01   3.80812369e-03]
 [  7.44011148e-02   9.64940344e-02   2.65215574e-01   2.74739922e-01
    1.82757119e-02  -2.13256045e-01  -1.80780622e-01  -1.31458997e-01
   -1.07903831e-01  -2.58389869e-01]
 [  3.99857872e-02  -1.32499684e-01  -1.17052258e-01  -4.31122251e-02
    2.75941334e-01   2.52074065e-02  -6.39745920e-02  -1.85779638e-01
    4.60525014e-02   2.27271199e-01]
 [  3.19552997e-02  -2.52026303e-02  -6.04998826e-02  -2.56244751e-02
    6.43897791e-02  -2.01370699e-01  -3.54288678e-02   1.10978376e-02
    6.17642897e-02   3.22381814e-02]
 [  5.68118522e-02   1.72807327e-01   2.51170604e-01   1.00119549e-01
   -1.06301363e-01  -1.58797428e-01  -4.16990473e-02   4.01576187e-02
   -1.65890610e-01   1.37961328e-01]
 [  1.08793971e-01   1.34816014e-01   1.16580252e-01   3.39444730e-02
   -1.42670247e-01   4.18705153e-02  -9.92891397e-02  -2.70415689e-01
    1.35890416e-02  -5.00893375e-02]
 [  1.13127702e-02   1.76641521e-01   8.95244125e-02  -3.48304149e-02
    1.12300709e-02   1.63850807e-01  -5.19096026e-02   1.18112095e-01
   -7.66787190e-03   1.90862825e-01]
 [  2.38029096e-01   1.16647183e-01   3.06728594e-02   7.30302518e-02
    5.63205341e-02  -3.72993402e-02  -3.06977339e-01   1.47905226e-01
   -4.87133640e-02  -1.51328699e-02]
 [  5.86560548e-02   1.19573653e-01   2.10954958e-02   5.37850287e-02
   -4.76545841e-01  -1.32655012e-01  -2.85074543e-01   4.12540375e-02
    1.28045113e-01   2.06784243e-01]
 [  5.16266074e-02   4.50823399e-01   1.27898470e-01   4.53409050e-01
   -1.73493645e+00  -2.81918881e-01  -4.24640469e-01  -7.08606728e-02
    2.99905873e-01   3.32143716e-01]
 [  1.44227947e-01   4.43680700e-01   6.18947482e-02   4.06577972e-01
   -1.55359078e+00  -6.04123308e-02  -3.17327538e-01   1.48492707e-01
    1.96833851e-01   4.24294430e-01]
 [  1.85839938e-01   2.94565842e-01   2.29929053e-01   9.09888033e-02
   -8.04581238e-01   1.07922904e-01  -1.17600234e-01   1.57313297e-01
    1.94672641e-01   2.39383084e-02]
 [ -9.94223510e-02   2.34344623e-01   2.31459256e-01  -1.69634315e-02
   -2.08393348e-01   1.45083319e-01  -5.64905051e-02  -1.78870837e-02
   -5.83224967e-02   1.78304535e-02]
 [ -1.20079500e-01  -1.66240734e-02   1.67184351e-02   6.34737279e-02
   -1.07947017e-01   1.26255440e-01   2.38488081e-01   1.73725167e-02
   -2.95020510e-01  -1.15450862e-01]
 [ -2.27300760e-01  -9.80079281e-02  -9.57069368e-02  -3.45456062e-01
    1.74785316e-01   1.18098019e-01   1.36324699e-01   1.02172497e-01
   -2.09844539e-01   3.22205045e-02]
 [  8.23214218e-03  -5.07972004e-01  -1.29095891e-01  -1.65461201e-01
    3.65194895e-01   2.38539697e-02   2.21183210e-01   1.51495824e-01
   -1.67817600e-01  -2.24956554e-01]
 [ -4.29710949e-02  -5.41793644e-01  -2.17784662e-01  -2.77372758e-01
   -9.26266010e-01   4.67094648e-02   4.50572178e-01  -1.76196849e-01
   -3.48909879e-02  -3.95433712e-01]
 [ -6.48416301e-02  -1.12069192e-01   2.86287740e-01   9.18234009e-02
    1.77722005e-01   3.92453467e-02   4.00381515e-02  -2.91951496e-01
   -4.51641205e-02   1.93978068e-02]
 [ -2.74703622e-01  -3.41778162e-02   4.03219340e-02   7.87259411e-02
    1.99087049e-01  -2.22682750e-01  -3.69474613e-02   2.37460972e-01
   -6.64533985e-03   1.53861116e-01]
 [  1.91183624e-01  -4.54779181e-02  -2.10952190e-01   2.43967791e-02
    1.60872521e-01  -3.39947270e-01   1.20657497e-02  -1.62211329e-01
    5.99888351e-02  -1.10498568e-01]
 [  2.78588010e-01  -2.16403012e-01   9.08507501e-02   8.64319091e-02
    1.51834091e-01  -8.73450395e-02  -1.77564817e-02  -1.31074931e-01
    1.86234178e-01  -7.44541490e-02]
 [ -8.38574313e-02  -1.29257755e-01   1.27846049e-01   1.30156674e-01
    4.94837211e-02  -1.25489070e-01   1.70843087e-01  -7.93704569e-02
    1.85941836e-01   2.46663739e-02]
 [ -1.75852722e-01  -3.85772175e-01   1.27278747e-01  -5.90335984e-01
   -9.29284006e-01   2.14873570e-01   3.47504149e-01  -1.41924371e-01
   -1.62987302e-01   3.08805564e-02]]
[[ 0.59823281]
 [ 2.11041484]
 [ 0.19915282]
 [ 1.00157442]
 [-3.20339749]
 [-0.4243176 ]
 [-1.99897984]
 [ 0.03119022]
 [ 0.64368363]
 [ 0.80950033]]
Progress: 95.6% ... Training loss: 0.213 ... Validation loss: 0.386[[  2.40436253e-01   8.53076528e-01  -7.25995176e-02   1.78891216e-01
    4.20674987e-02  -1.04443651e-01  -6.25174635e-02   1.18571739e-01
    2.46344579e-02   3.52448406e-01]
 [  1.36270734e-02   1.03600327e-01  -1.94346330e-02   5.23587313e-02
   -4.30693574e-02  -9.88799695e-03   3.46775805e-01   4.00725167e-02
    1.53044529e-01  -1.88875957e-02]
 [  1.90066291e-01   3.97317801e-01  -1.06578832e-02  -1.38310351e-01
    8.36409384e-01  -3.88979559e-03  -1.25497176e+00  -4.97885661e-02
    3.79510507e-02   2.80971350e-01]
 [ -3.41443058e-02  -4.44657141e-01  -2.15705344e-01   2.01517752e-01
   -3.68010621e-01   2.06567003e-01   4.43641583e-01   5.51731109e-02
    5.01146909e-02   2.56868367e-01]
 [ -6.63554665e-02  -5.33755676e-02  -1.38690417e-01   4.41109205e-02
   -1.22615851e-01  -1.97194784e-01   1.43196581e-01  -1.12210055e-01
   -1.90270101e-01  -9.73006263e-02]
 [ -3.75491655e-01  -7.23341988e-01  -2.99133772e-01   1.50611489e-01
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   -3.09265271e-02  -4.20587452e-02]
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   -5.09378296e-01  -2.10836504e-02   2.12413751e-01   1.05400212e-01
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 [ -1.63594224e-01  -2.45437933e-01  -2.93877821e-01  -6.38651046e-03
   -2.75066794e-01   5.10974560e-02  -1.46989029e-02  -3.13477755e-02
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 [  1.65171053e-02  -6.43726399e-01   5.63545697e-02  -1.58236489e-01
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   -3.28515412e-02   1.12439315e-02]
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   -2.01381170e-01  -2.43987112e-01]
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 [ -2.93144271e-01  -3.65727101e-01   9.16686009e-02   1.98469125e-01
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   -2.96373888e-01  -1.24332791e-01]
 [  8.44941880e-02  -2.92327222e-01  -2.86450465e-02   8.63352981e-02
   -8.47279196e-02  -8.81779405e-02   3.49175357e-01  -3.97808357e-04
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 [  3.51773970e-02  -1.61799364e-01  -2.11865899e-01   1.33150071e-01
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   -8.92994813e-02  -3.58472768e-03]
 [ -1.28895421e-01  -1.51986357e-01  -2.03510939e-01   1.38738104e-01
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 [  6.44996391e-02  -1.12667511e-01   8.42015472e-02   6.73711190e-02
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   -3.20033020e-02  -5.80619595e-02]
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 [  1.77161115e-02  -6.50487964e-01  -4.38237439e-02  -9.96417130e-02
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   -3.61178852e-01  -2.13436156e-01]
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   -9.21039016e-02  -1.33581139e-01]
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   -4.64118167e-02  -1.58634929e-01]
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 [  3.67767896e-01   4.27062001e-01  -7.44858160e-02   2.80261049e-01
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 [  7.42180840e-02   9.61044174e-02   2.65155233e-01   2.74446007e-01
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   -1.08101019e-01  -2.58640672e-01]
 [  4.01066657e-02  -1.32223662e-01  -1.17003465e-01  -4.29183232e-02
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 [  3.24672002e-02  -2.38106590e-02  -6.03393630e-02  -2.52133479e-02
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 [  5.75221929e-02   1.75255884e-01   2.51399954e-01   1.01186946e-01
   -1.08339463e-01  -1.59264169e-01  -4.43409603e-02   4.01909088e-02
   -1.65145538e-01   1.38863309e-01]
 [  1.08320116e-01   1.32961326e-01   1.16424414e-01   3.31343471e-02
   -1.39957229e-01   4.21547852e-02  -9.78227914e-02  -2.70439970e-01
    1.30840932e-02  -5.06918232e-02]
 [  1.12356418e-02   1.76323268e-01   8.94938669e-02  -3.49952390e-02
    1.16988499e-02   1.63920529e-01  -5.17679370e-02   1.18106872e-01
   -7.76748476e-03   1.90741521e-01]
 [  2.38519230e-01   1.18013437e-01   3.08470317e-02   7.38327219e-02
    5.45295430e-02  -3.76648004e-02  -3.08136027e-01   1.47932662e-01
   -4.81591948e-02  -1.44474514e-02]
 [  5.82652691e-02   1.18228464e-01   2.09636245e-02   5.31223322e-02
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 [  1.85628201e-01   2.94299124e-01   2.29881605e-01   9.07247666e-02
   -8.05744188e-01   1.08036222e-01  -1.17457914e-01   1.57305471e-01
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 [ -1.00049603e-01   2.32271997e-01   2.31258580e-01  -1.79440598e-02
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   -5.89925594e-02   1.70409217e-02]
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   -2.94947036e-01  -1.15360180e-01]
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   -2.09771668e-01   3.23027774e-02]
 [  8.00499870e-03  -5.08728713e-01  -1.29170536e-01  -1.65848311e-01
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   -1.68062028e-01  -2.25270116e-01]
 [ -4.28228903e-02  -5.41563282e-01  -2.17720108e-01  -2.77159335e-01
   -9.29141846e-01   4.65614727e-02   4.49789128e-01  -1.76183233e-01
   -3.45908168e-02  -3.95103992e-01]
 [ -6.46682116e-02  -1.12233136e-01   2.86347664e-01   9.21094476e-02
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   -4.49571847e-02   1.96336255e-02]
 [ -2.75431694e-01  -3.70817416e-02   4.00866944e-02   7.74149461e-02
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   -7.37359713e-03   1.53003227e-01]
 [  1.90877868e-01  -4.63454699e-02  -2.11059859e-01   2.38370197e-02
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    5.96485161e-02  -1.10925109e-01]
 [  2.78324652e-01  -2.17061526e-01   9.07809179e-02   8.60692027e-02
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 [ -8.35565761e-02  -1.28307961e-01   1.27968711e-01   1.30764123e-01
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    1.86302784e-01   2.51079638e-02]
 [ -1.74173152e-01  -3.80223580e-01   1.27862054e-01  -5.87911923e-01
   -9.35434241e-01   2.13685130e-01   3.42855958e-01  -1.41837572e-01
   -1.61172400e-01   3.31030738e-02]]
[[ 0.60281759]
 [ 2.11143555]
 [ 0.20352849]
 [ 1.00366704]
 [-3.20325265]
 [-0.4192646 ]
 [-1.9949897 ]
 [ 0.03590303]
 [ 0.64715421]
 [ 0.81424829]]
Progress: 95.7% ... Training loss: 0.212 ... Validation loss: 0.386[[  2.40118248e-01   8.52773974e-01  -7.26856934e-02   1.78554414e-01
    4.76121591e-02  -1.04313479e-01  -6.13541373e-02   1.18556670e-01
    2.42247098e-02   3.52114081e-01]
 [  1.37705158e-02   1.04090473e-01  -1.93925198e-02   5.25702930e-02
   -4.42111869e-02  -9.97659320e-03   3.46101190e-01   4.00799902e-02
    1.53158952e-01  -1.87336915e-02]
 [  1.88381563e-01   3.91484066e-01  -1.12843540e-02  -1.40863291e-01
    8.42589190e-01  -2.68465231e-03  -1.25391779e+00  -4.98976012e-02
    3.59133765e-02   2.78727475e-01]
 [ -3.25300202e-02  -4.36947483e-01  -2.15187618e-01   2.03981653e-01
   -3.78035228e-01   2.05693658e-01   4.38823172e-01   5.52608782e-02
    5.16394681e-02   2.59057074e-01]
 [ -6.71778824e-02  -5.67746825e-02  -1.38946694e-01   4.28968458e-02
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   -1.90961361e-01  -9.82725285e-02]
 [ -3.75336908e-01  -7.22278871e-01  -2.99058657e-01   1.50827333e-01
   -4.75896827e-01   1.78491576e-02   4.30029724e-01  -4.26364398e-02
   -3.08199265e-02  -4.19258371e-02]
 [ -3.77196980e-02  -5.19834358e-01  -6.22682210e-04   2.07316769e-02
   -3.66714816e-01  -6.12581993e-02   1.79222250e-01  -1.98819507e-01
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 [  5.81110415e-02  -6.34542475e-01   7.86905539e-03  -1.56446794e-01
   -5.11065330e-01  -2.14303210e-02   2.09785825e-01   1.05422485e-01
    2.15114252e-02  -7.76453085e-02]
 [ -1.64179190e-01  -2.47346784e-01  -2.94086581e-01  -7.37742113e-03
   -2.72212732e-01   5.15182207e-02  -1.30074003e-02  -3.13845320e-02
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 [  1.47566878e-02  -6.49614047e-01   5.57343129e-02  -1.61223335e-01
   -6.72315119e-01  -1.05958027e-01   2.11494619e-01  -1.28439204e-01
   -3.49047457e-02   8.72879079e-03]
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   -4.73951664e-01  -1.89564468e-02   2.86408939e-01  -1.03174178e-01
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   -2.21499176e-01   1.21342406e-01   3.86628005e-01  -2.11856764e-02
   -2.02227837e-01  -2.45007105e-01]
 [ -1.62393676e-01  -2.58245242e-03   5.96722913e-02   1.41985643e-02
   -1.64352374e-01  -2.16642081e-01  -1.69579886e-01  -1.97671010e-01
    7.97929776e-02   1.65259150e-01]
 [ -2.92949262e-01  -3.65251805e-01   9.17615619e-02   1.98929900e-01
   -1.86070479e-01  -6.10350279e-02   1.32560373e-01  -2.63608081e-01
   -2.96121187e-01  -1.24101402e-01]
 [  8.49846572e-02  -2.90792579e-01  -2.84853868e-02   8.70773973e-02
   -8.47951174e-02  -8.85019644e-02   3.48409266e-01  -3.67880170e-04
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 [  3.53759310e-02  -1.61133614e-01  -2.11785271e-01   1.33433840e-01
   -6.20563724e-02   7.16930346e-02  -8.63018714e-03  -2.10626280e-02
   -8.91074108e-02  -3.40023995e-03]
 [ -1.29095915e-01  -1.53001889e-01  -2.03586802e-01   1.38408706e-01
   -5.43802736e-02   1.36505218e-01  -3.64560259e-02  -2.52834352e-01
    6.39526828e-02  -2.00670997e-01]
 [ -6.25810554e-02  -1.74726205e-01   2.77596041e-01   1.02635525e-01
   -4.77070673e-02  -6.68006852e-02  -3.81080603e-02   1.19763255e-01
    9.03465573e-02   7.68332381e-02]
 [  6.41397409e-02  -1.14248222e-01   8.40772493e-02   6.68760869e-02
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   -3.23907862e-02  -5.85152466e-02]
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[[ 0.59851006]
 [ 2.10794794]
 [ 0.19916703]
 [ 1.0009151 ]
 [-3.2073306 ]
 [-0.42221756]
 [-1.99584437]
 [ 0.03358494]
 [ 0.6434399 ]
 [ 0.81039062]]
Progress: 95.7% ... Training loss: 0.215 ... Validation loss: 0.387[[  2.38658339e-01   8.48496207e-01  -7.32089518e-02   1.76227338e-01
    5.44536787e-02  -1.03170210e-01  -5.75331062e-02   1.18466787e-01
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    3.45646147e-02   2.77416751e-01]
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   -3.12914127e-02  -4.24634982e-02]
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   -7.54728681e-03   1.90955186e-01]
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   -4.88448060e-02  -1.53271454e-02]
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    1.85997130e-01   2.48940476e-02]
 [ -1.75472341e-01  -3.84895162e-01   1.27396690e-01  -5.89879766e-01
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   -1.62709095e-01   3.14210894e-02]]
[[ 0.59396811]
 [ 2.10474796]
 [ 0.19650801]
 [ 0.99652885]
 [-3.20821593]
 [-0.42505718]
 [-1.99887346]
 [ 0.02907696]
 [ 0.63976192]
 [ 0.80418832]]
Progress: 95.8% ... Training loss: 0.217 ... Validation loss: 0.390[[  2.39585193e-01   8.51385261e-01  -7.29363262e-02   1.77484210e-01
    5.39650256e-02  -1.03561500e-01  -5.85288280e-02   1.18502153e-01
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 [  1.87215945e-01   3.88112090e-01  -1.17040021e-02  -1.43070504e-01
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    3.45379753e-02   2.77192416e-01]
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   -2.94762690e-02  -4.04449181e-02]
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   -2.02471195e-01  -2.45227418e-01]
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   -3.29845853e-02  -5.91841093e-02]
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[[ 0.60796951]
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 [ 1.01263661]
 [-3.20278173]
 [-0.41470906]
 [-1.98105548]
 [ 0.04318687]
 [ 0.65487023]
 [ 0.81932738]]
Progress: 95.8% ... Training loss: 0.213 ... Validation loss: 0.389[[  2.40390651e-01   8.54224905e-01  -7.26683730e-02   1.78648145e-01
    5.59671035e-02  -1.04018789e-01  -5.94255683e-02   1.18555567e-01
    2.40708245e-02   3.52334217e-01]
 [  1.40900560e-02   1.04893692e-01  -1.92803609e-02   5.31409848e-02
   -4.53772688e-02  -1.01686580e-02   3.45418056e-01   4.00972208e-02
    1.53490534e-01  -1.82882081e-02]
 [  1.86156553e-01   3.84087094e-01  -1.20645754e-02  -1.44576866e-01
    8.44132127e-01  -8.16234046e-04  -1.25069721e+00  -5.00588785e-02
    3.34199834e-02   2.75842581e-01]
 [ -3.45853538e-02  -4.43536052e-01  -2.15823073e-01   2.00846886e-01
   -3.68969528e-01   2.06787736e-01   4.43266705e-01   5.51407468e-02
    4.92277187e-02   2.56590466e-01]
 [ -6.40054222e-02  -4.48818216e-02  -1.37617767e-01   4.91583463e-02
   -1.41307901e-01  -1.98886122e-01   1.38686490e-01  -1.12042221e-01
   -1.86929419e-01  -9.36149261e-02]
 [ -3.73271033e-01  -7.16759625e-01  -2.98407929e-01   1.53833525e-01
   -4.78702952e-01   1.65017816e-02   4.25996582e-01  -4.25238817e-02
   -2.88194520e-02  -3.95927462e-02]
 [ -3.63358920e-02  -5.17342795e-01  -1.27458732e-04   2.32153591e-02
   -3.72182669e-01  -6.20423687e-02   1.76246500e-01  -1.98752167e-01
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 [  5.80630633e-02  -6.37656027e-01   7.78460595e-03  -1.56909350e-01
   -5.12844096e-01  -2.12326314e-02   2.10647809e-01   1.05388012e-01
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 [ -1.63114414e-01  -2.43612605e-01  -2.93698067e-01  -5.86507550e-03
   -2.74765143e-01   5.08166956e-02  -1.60656113e-02  -3.13248399e-02
    3.04167650e-01  -1.11991040e-01]
 [  1.77514013e-02  -6.43580264e-01   5.66958725e-02  -1.57036666e-01
   -6.79098607e-01  -1.07615418e-01   2.06070885e-01  -1.28295492e-01
   -3.18705199e-02   1.25781974e-02]
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   -2.20491277e-01   1.21854527e-01   3.88966603e-01  -2.12433759e-02
   -2.03028119e-01  -2.45991161e-01]
 [ -1.62575694e-01  -3.17142570e-03   5.96018949e-02   1.39834632e-02
   -1.64256557e-01  -2.16492876e-01  -1.69363963e-01  -1.97682630e-01
    7.95660431e-02   1.65010311e-01]
 [ -2.92521155e-01  -3.64961068e-01   9.18908418e-02   1.99413153e-01
   -1.86752633e-01  -6.12970214e-02   1.32569630e-01  -2.63586159e-01
   -2.95753663e-01  -1.23658139e-01]
 [  8.62067903e-02  -2.87220969e-01  -2.80719006e-02   8.90897137e-02
   -8.76808760e-02  -8.93476154e-02   3.45653057e-01  -2.97079819e-04
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 [  3.53875912e-02  -1.60784359e-01  -2.11815501e-01   1.33277956e-01
   -5.98609379e-02   7.17019172e-02  -8.58030721e-03  -2.10672696e-02
   -8.91693768e-02  -3.66324393e-03]
 [ -1.27630948e-01  -1.49379635e-01  -2.03079059e-01   1.40779864e-01
   -5.93022721e-02   1.35553562e-01  -4.02208941e-02  -2.52750327e-01
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 [ -6.15823483e-02  -1.72433670e-01   2.77948161e-01   1.04412219e-01
   -5.12342728e-02  -6.75123911e-02  -4.10703594e-02   1.19809766e-01
    9.15013405e-02   7.83133414e-02]
 [  6.32271880e-02  -1.17215988e-01   8.37641151e-02   6.54506539e-02
   -1.85216262e-01  -9.31922446e-03   1.12671552e-01   1.17016915e-01
   -3.34134084e-02  -5.97164825e-02]
 [  1.48245686e-03  -2.90672578e-01  -3.01163729e-01  -7.26884883e-02
   -2.12738953e-01  -8.69198389e-02  -1.35313721e-02   1.58616710e-01
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 [  5.65971765e-02  -8.77351940e-02  -1.10022766e-01   6.74360073e-02
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   -1.43650958e-01  -4.06100965e-02]
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 [  1.01971427e-01   6.29575169e-02  -4.59417992e-02  -1.21121557e-01
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   -1.64958033e-01  -3.67234286e-01]
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 [  1.77385477e-02  -6.50925691e-01  -4.38276051e-02  -9.96716054e-02
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   -3.61192632e-01  -2.13416365e-01]
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   -7.43236181e-02   9.04172805e-02]
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   -9.23991177e-02  -1.33904838e-01]
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   -2.80931707e-01  -4.78222573e-02]
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 [  5.33128479e-02   2.73579208e-01   1.43687464e-01  -1.56266216e-01
   -2.89751613e-01   7.95836787e-02  -1.05200228e-01   2.75558362e-01
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 [  3.70218526e-01   4.34540230e-01  -7.36524503e-02   2.83981637e-01
   -1.01925762e+00  -2.83329678e-01  -5.06232170e-01   1.77834892e-01
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 [  7.46434380e-02   9.72800279e-02   2.65304141e-01   2.75043292e-01
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 [  4.04662679e-02  -1.32714457e-01  -1.16900332e-01  -4.24707762e-02
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 [  3.26031681e-02  -2.40015858e-02  -6.02621812e-02  -2.50038737e-02
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 [  5.77134067e-02   1.76117115e-01   2.51466753e-01   1.01509918e-01
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   -1.64942864e-01   1.39073646e-01]
 [  1.06912789e-01   1.29063745e-01   1.15953917e-01   3.07321415e-02
   -1.34189031e-01   4.30868891e-02  -9.42431209e-02  -2.70527285e-01
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 [  1.11667567e-02   1.75772379e-01   8.94631569e-02  -3.52304944e-02
    1.44716223e-02   1.63944947e-01  -5.12370197e-02   1.18096727e-01
   -7.90161404e-03   1.90519511e-01]
 [  2.38799016e-01   1.17774814e-01   3.08944895e-02   7.40279545e-02
    5.78639878e-02  -3.77579777e-02  -3.09295781e-01   1.47935008e-01
   -4.80576184e-02  -1.43296910e-02]
 [  5.77831798e-02   1.17259075e-01   2.07981466e-02   5.22315389e-02
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 [  5.27804743e-02   4.55135164e-01   1.28296394e-01   4.55527602e-01
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 [  1.85091255e-01   2.92645676e-01   2.29705267e-01   8.99585300e-02
   -8.05262705e-01   1.08432808e-01  -1.16125408e-01   1.57275592e-01
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 [ -1.01184979e-01   2.29356406e-01   2.30862322e-01  -1.99182749e-02
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   -6.02241591e-02   1.54927700e-02]
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   -2.94539110e-01  -1.14818859e-01]
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   -2.09396027e-01   3.27509618e-02]
 [  8.64408462e-03  -5.07267718e-01  -1.28942036e-01  -1.64753989e-01
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   -1.67360597e-01  -2.24451501e-01]
 [ -4.30514852e-02  -5.40761886e-01  -2.17766202e-01  -2.77574477e-01
   -9.30765375e-01   4.67585590e-02   4.51207411e-01  -1.76206558e-01
   -3.48781482e-02  -3.95700678e-01]
 [ -6.36451720e-02  -1.10221946e-01   2.86683506e-01   9.36931959e-02
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   -4.40368421e-02   2.08709092e-02]
 [ -2.74287771e-01  -3.49829544e-02   4.04831484e-02   7.91570757e-02
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   -6.18823476e-03   1.54310880e-01]
 [  1.93303304e-01  -4.10288445e-02  -2.10269356e-01   2.76904329e-02
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    6.20824871e-02  -1.07539642e-01]
 [  2.78142443e-01  -2.18065907e-01   9.06951793e-02   8.53138233e-02
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    1.85580069e-01  -7.51362355e-02]
 [ -8.39066172e-02  -1.29087021e-01   1.27833805e-01   1.30394558e-01
    4.88898695e-02  -1.25440199e-01   1.69379160e-01  -7.93935921e-02
    1.85828716e-01   2.46310135e-02]
 [ -1.74628370e-01  -3.83773903e-01   1.27692338e-01  -5.88572099e-01
   -9.35622229e-01   2.14005593e-01   3.44343269e-01  -1.41872122e-01
   -1.61779226e-01   3.25620960e-02]]
[[ 0.61160735]
 [ 2.11561113]
 [ 0.21127324]
 [ 1.01765179]
 [-3.20433304]
 [-0.41410365]
 [-1.97675781]
 [ 0.04520353]
 [ 0.65944322]
 [ 0.82219111]]
Progress: 95.8% ... Training loss: 0.214 ... Validation loss: 0.391[[  2.39311774e-01   8.51740926e-01  -7.30614075e-02   1.76805164e-01
    6.20919063e-02  -1.03238470e-01  -5.75811609e-02   1.18478315e-01
    2.27302958e-02   3.50878493e-01]
 [  1.41465846e-02   1.04947712e-01  -1.92607017e-02   5.32407153e-02
   -4.57873849e-02  -1.02039925e-02   3.45330743e-01   4.01009048e-02
    1.53545135e-01  -1.82459059e-02]
 [  1.85918478e-01   3.79903756e-01  -1.21058759e-02  -1.44741765e-01
    8.49228591e-01  -6.95317235e-04  -1.24812690e+00  -5.00679367e-02
    3.32041172e-02   2.75711097e-01]
 [ -3.45800939e-02  -4.42479294e-01  -2.15788103e-01   2.00778392e-01
   -3.72940274e-01   2.06905279e-01   4.41959898e-01   5.51305453e-02
    4.92333834e-02   2.56534530e-01]
 [ -6.37932298e-02  -4.44411245e-02  -1.37517259e-01   4.96096961e-02
   -1.42419991e-01  -1.99173078e-01   1.39334394e-01  -1.12007468e-01
   -1.86586128e-01  -9.32507683e-02]
 [ -3.73544619e-01  -7.16726534e-01  -2.98522485e-01   1.53353288e-01
   -4.78113020e-01   1.67281503e-02   4.25498400e-01  -4.25486706e-02
   -2.92238530e-02  -4.00283033e-02]
 [ -3.71400223e-02  -5.19911695e-01  -3.73650920e-04   2.18858655e-02
   -3.70790593e-01  -6.15737031e-02   1.76759098e-01  -1.98801050e-01
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 [  5.74579626e-02  -6.39902839e-01   7.55128596e-03  -1.57872020e-01
   -5.09138333e-01  -2.07458852e-02   2.12813480e-01   1.05337465e-01
    2.04309640e-02  -7.86306197e-02]
 [ -1.63223942e-01  -2.43232175e-01  -2.93731497e-01  -6.16200532e-03
   -2.74350784e-01   5.09973489e-02  -1.68716774e-02  -3.13351567e-02
    3.03927811e-01  -1.12185587e-01]
 [  1.59449461e-02  -6.47723631e-01   5.60429397e-02  -1.60103246e-01
   -6.70325311e-01  -1.06283290e-01   2.08545772e-01  -1.28432795e-01
   -3.40684865e-02   1.01692074e-02]
 [ -5.94433339e-02  -3.41019548e-01   1.63839820e-02  -1.03323772e-01
   -4.82234049e-01  -2.05180187e-02   2.79865279e-01  -1.03046701e-01
    2.69969142e-02  -6.00024709e-02]
 [ -1.73533217e-01  -5.27243219e-01  -8.24812543e-02  -5.84898218e-04
   -2.21805441e-01   1.21807090e-01   3.88073490e-01  -2.12373622e-02
   -2.02915985e-01  -2.45879067e-01]
 [ -1.62575694e-01  -3.17142570e-03   5.96018949e-02   1.39834632e-02
   -1.64256557e-01  -2.16492876e-01  -1.69363963e-01  -1.97682630e-01
    7.95660431e-02   1.65010311e-01]
 [ -2.92735785e-01  -3.65164840e-01   9.18035881e-02   1.99047141e-01
   -1.86300627e-01  -6.11320900e-02   1.32420350e-01  -2.63604464e-01
   -2.96055367e-01  -1.23912402e-01]
 [  8.60238428e-02  -2.87551941e-01  -2.81390978e-02   8.87704368e-02
   -8.73992550e-02  -8.92174662e-02   3.45684042e-01  -3.11875065e-04
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 [  3.51345841e-02  -1.61036339e-01  -2.11894711e-01   1.32896438e-01
   -5.87571808e-02   7.18631527e-02  -8.21798604e-03  -2.10835814e-02
   -8.94541781e-02  -4.03375240e-03]
 [ -1.28622794e-01  -1.52121243e-01  -2.03417552e-01   1.39134943e-01
   -5.72706957e-02   1.36186185e-01  -3.77672378e-02  -2.52818006e-01
    6.44903978e-02  -2.00021593e-01]
 [ -6.07387363e-02  -1.70363412e-01   2.78254427e-01   1.05816231e-01
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 [ -8.39602296e-02  -1.29274478e-01   1.27809459e-01   1.30275468e-01
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 [ -1.75408294e-01  -3.85544575e-01   1.27438403e-01  -5.89708800e-01
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   -1.62588186e-01   3.16133520e-02]]
[[ 0.60534949]
 [ 2.11260202]
 [ 0.20576545]
 [ 1.01230954]
 [-3.20951209]
 [-0.42026734]
 [-1.98490277]
 [ 0.03975048]
 [ 0.6536028 ]
 [ 0.81552625]]
Progress: 95.9% ... Training loss: 0.213 ... Validation loss: 0.387[[  2.39276952e-01   8.52425242e-01  -7.30585149e-02   1.76609627e-01
    6.03189285e-02  -1.03220649e-01  -5.74454954e-02   1.18483339e-01
    2.27117071e-02   3.50709129e-01]
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 [  1.87993364e-01   3.86027980e-01  -1.14577379e-02  -1.41560835e-01
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    3.55772562e-02   2.78215213e-01]
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   -2.99433252e-02  -4.10322971e-02]
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   -2.01162087e-01  -2.43773277e-01]
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   -3.33030140e-02  -5.94908846e-02]
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   -7.33128877e-03   1.91171134e-01]
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   -4.71145291e-02  -1.32385060e-02]
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 [ -8.32408275e-02  -1.27187213e-01   1.28057970e-01   1.31481311e-01
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    1.86530093e-01   2.54516224e-02]
 [ -1.74099729e-01  -3.81765382e-01   1.27855991e-01  -5.87899327e-01
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   -1.61104215e-01   3.33792265e-02]]
[[ 0.61499442]
 [ 2.11809845]
 [ 0.21672917]
 [ 1.0193429 ]
 [-3.20484985]
 [-0.41038899]
 [-1.97775146]
 [ 0.04847178]
 [ 0.66339337]
 [ 0.82494838]]
Progress: 96.0% ... Training loss: 0.214 ... Validation loss: 0.391[[  2.39852613e-01   8.55196089e-01  -7.27878109e-02   1.77655841e-01
    6.19947897e-02  -1.03587895e-01  -5.86837033e-02   1.18538588e-01
    2.34228114e-02   3.51740686e-01]
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   -4.56436797e-02  -1.01514626e-02   3.45280567e-01   4.00955349e-02
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    3.54466227e-02   2.77871351e-01]
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   -3.05869294e-02  -4.17357485e-02]
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   -2.01973286e-01  -2.44717603e-01]
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   -8.92086828e-02  -3.74129949e-03]
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    1.86103633e-01   2.50448174e-02]
 [ -1.74220602e-01  -3.81634137e-01   1.27815259e-01  -5.88098128e-01
   -9.40585729e-01   2.13666864e-01   3.43521766e-01  -1.41845703e-01
   -1.61238377e-01   3.32508623e-02]]
[[ 0.61754816]
 [ 2.12193058]
 [ 0.21701973]
 [ 1.01990024]
 [-3.2089043 ]
 [-0.41102203]
 [-1.97815504]
 [ 0.04950137]
 [ 0.66663272]
 [ 0.82566019]]
Progress: 96.0% ... Training loss: 0.215 ... Validation loss: 0.393[[  2.37498250e-01   8.49969824e-01  -7.36207133e-02   1.73740035e-01
    7.03042014e-02  -1.02013823e-01  -5.49875660e-02   1.18341448e-01
    2.09025718e-02   3.48386184e-01]
 [  1.42019346e-02   1.05038995e-01  -1.92489159e-02   5.32995043e-02
   -4.72089108e-02  -1.02294451e-02   3.44684196e-01   4.01040120e-02
    1.53603760e-01  -1.81983580e-02]
 [  1.86730591e-01   3.78736877e-01  -1.18696146e-02  -1.43144054e-01
    8.45111364e-01  -1.58600902e-03  -1.24772668e+00  -5.00376795e-02
    3.44873757e-02   2.76421643e-01]
 [ -3.80415481e-02  -4.48118246e-01  -2.16826350e-01   1.96484686e-01
   -3.60944034e-01   2.09210640e-01   4.51037054e-01   5.48663343e-02
    4.57300153e-02   2.52804967e-01]
 [ -6.32832357e-02  -4.57131750e-02  -1.37312996e-01   5.00012543e-02
   -1.40218313e-01  -1.99527476e-01   1.38109090e-01  -1.11943888e-01
   -1.85904291e-01  -9.23074108e-02]
 [ -3.75933581e-01  -7.22770760e-01  -2.99371007e-01   1.49223757e-01
   -4.72044331e-01   1.83698351e-02   4.28585911e-01  -4.27423309e-02
   -3.20150988e-02  -4.35003548e-02]
 [ -3.71582926e-02  -5.19989179e-01  -3.70711225e-04   2.15064068e-02
   -3.72963500e-01  -6.15551034e-02   1.77365188e-01  -1.98796372e-01
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 [  5.83943352e-02  -6.37475977e-01   7.84261281e-03  -1.56250552e-01
   -5.09762642e-01  -2.14556565e-02   2.08168498e-01   1.05369231e-01
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 [ -1.63034707e-01  -2.43141463e-01  -2.93625875e-01  -5.96874383e-03
   -2.71188409e-01   5.07962327e-02  -1.72904596e-02  -3.13236267e-02
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 [  1.68059386e-02  -6.45443478e-01   5.63105731e-02  -1.59302689e-01
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   -3.32668576e-02   1.09104334e-02]
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   -4.77819354e-01  -1.90669879e-02   2.85616869e-01  -1.03219408e-01
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   -2.25017574e-01   1.21751016e-01   3.86372980e-01  -2.12501739e-02
   -2.02755810e-01  -2.45707051e-01]
 [ -1.62575694e-01  -3.17142570e-03   5.96018949e-02   1.39834632e-02
   -1.64256557e-01  -2.16492876e-01  -1.69363963e-01  -1.97682630e-01
    7.95660431e-02   1.65010311e-01]
 [ -2.93497540e-01  -3.67024165e-01   9.15174118e-02   1.97703530e-01
   -1.84056415e-01  -6.05858116e-02   1.33492566e-01  -2.63671960e-01
   -2.96952124e-01  -1.24993867e-01]
 [  8.47057643e-02  -2.91082970e-01  -2.85860241e-02   8.66655150e-02
   -8.43095649e-02  -8.83535590e-02   3.47320049e-01  -4.10641827e-04
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 [  3.49755144e-02  -1.60251315e-01  -2.11904656e-01   1.32588742e-01
   -5.73529868e-02   7.19934037e-02  -8.49126920e-03  -2.10813396e-02
   -8.95476438e-02  -4.18830332e-03]
 [ -1.28584054e-01  -1.52636050e-01  -2.03407563e-01   1.39051480e-01
   -5.96919453e-02   1.36308369e-01  -3.77464893e-02  -2.52816201e-01
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 [ -6.08461955e-02  -1.70787614e-01   2.78170356e-01   1.05347131e-01
   -5.46355951e-02  -6.81456603e-02  -4.38681878e-02   1.19851871e-01
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 [  6.29201330e-02  -1.19371893e-01   8.36463953e-02   6.48549404e-02
   -1.83377411e-01  -9.10367827e-03   1.14093067e-01   1.16988049e-01
   -3.38194959e-02  -6.00939131e-02]
 [  1.16989840e-03  -2.91530285e-01  -3.01289118e-01  -7.30209882e-02
   -2.10763365e-01  -8.67584646e-02  -1.36751568e-02   1.58581737e-01
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 [  5.48081193e-02  -9.34709177e-02  -1.10674122e-01   6.45584125e-02
   -4.05694707e-01   3.12045034e-01   3.37349744e-01   2.03356309e-01
   -1.45699438e-01  -4.31583029e-02]
 [  1.50059749e-02   3.50435232e-02   1.28007144e-01   1.34768270e-01
   -5.49093828e-02   9.85104298e-02   1.11037699e-02  -4.18752176e-02
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 [  1.00671439e-01   5.97106906e-02  -4.63601945e-02  -1.23255831e-01
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   -1.64100909e-01  -3.66190351e-01]
 [ -9.16283345e-03  -5.83921403e-01  -3.05789524e-02  -6.52963849e-02
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    3.72138330e-02  -3.88075731e-01]
 [  1.78425452e-02  -6.51296923e-01  -4.37926724e-02  -9.94813379e-02
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   -3.61078390e-01  -2.13354454e-01]
 [ -1.82907730e-01  -7.50318396e-01  -1.41136379e-02  -2.14235476e-01
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   -7.54331818e-02   8.91592135e-02]
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   -9.28533097e-02  -1.34464847e-01]
 [ -2.33144324e-01  -4.57958981e-01   2.43171067e-01  -2.69730446e-01
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   -2.80831422e-01  -4.76799468e-02]
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   -4.74456671e-02  -1.59927301e-01]
 [  5.43748966e-02   2.77481161e-01   1.44063969e-01  -1.54411848e-01
   -2.95373750e-01   7.88487548e-02  -1.08970078e-01   2.75641225e-01
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 [  3.72450968e-01   4.41752799e-01  -7.28329169e-02   2.87468021e-01
   -1.02313734e+00  -2.84685712e-01  -5.11933839e-01   1.78009484e-01
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 [  7.39925427e-02   9.53132498e-02   2.65085253e-01   2.73944856e-01
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   -1.08363414e-01  -2.58992009e-01]
 [  3.98028927e-02  -1.34956350e-01  -1.17138096e-01  -4.37044799e-02
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 [  3.38991377e-02  -2.12215356e-02  -5.97929695e-02  -2.29970805e-02
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 [  5.68142509e-02   1.72927688e-01   2.51126785e-01   9.98413585e-02
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   -1.66008962e-01   1.37729860e-01]
 [  1.04512647e-01   1.20988252e-01   1.15129151e-01   2.67929022e-02
   -1.22228504e-01   4.45621379e-02  -8.84175248e-02  -2.70700217e-01
    8.96352528e-03  -5.57422091e-02]
 [  1.19783361e-02   1.78415854e-01   8.96770692e-02  -3.43341774e-02
    1.20267615e-02   1.63423968e-01  -5.44081329e-02   1.18142899e-01
   -7.09353859e-03   1.91336214e-01]
 [  2.39153831e-01   1.18298249e-01   3.09350554e-02   7.41908965e-02
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   -4.78429008e-02  -1.41484665e-02]
 [  5.80662401e-02   1.19120243e-01   2.09164624e-02   5.26471731e-02
   -4.73985609e-01  -1.32181114e-01  -2.83039975e-01   4.12096692e-02
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 [  5.18090857e-02   4.51878957e-01   1.27951520e-01   4.53714457e-01
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 [  1.44899003e-01   4.47683592e-01   6.22001227e-02   4.08156636e-01
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 [  1.83959812e-01   2.89348296e-01   2.29315503e-01   8.81021106e-02
   -8.03620372e-01   1.09186300e-01  -1.13848945e-01   1.57188122e-01
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 [ -1.01280775e-01   2.29138894e-01   2.30817153e-01  -1.99007686e-02
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   -6.03337786e-02   1.53316953e-02]
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   -2.94570944e-01  -1.14848844e-01]
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   -2.10156415e-01   3.18340240e-02]
 [  7.93682883e-03  -5.08789822e-01  -1.29195491e-01  -1.65972046e-01
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   -1.68143907e-01  -2.25411110e-01]
 [ -4.23159236e-02  -5.37098368e-01  -2.17455217e-01  -2.76341494e-01
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   -3.39542249e-02  -3.94640313e-01]
 [ -6.40421066e-02  -1.12055417e-01   2.86559461e-01   9.31476062e-02
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   -4.43809177e-02   2.02868515e-02]
 [ -2.74481106e-01  -3.64642329e-02   4.04029097e-02   7.86760268e-02
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   -6.70785986e-03   1.53883287e-01]
 [  1.90035813e-01  -5.04078201e-02  -2.11390798e-01   2.23422267e-02
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    5.84681290e-02  -1.11999929e-01]
 [  2.77874482e-01  -2.18831407e-01   9.05748132e-02   8.45687940e-02
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    1.85106734e-01  -7.57608710e-02]
 [ -8.39746671e-02  -1.29149625e-01   1.27794634e-01   1.30266425e-01
    5.05723746e-02  -1.25396076e-01   1.69304728e-01  -7.94136972e-02
    1.85718235e-01   2.45617407e-02]
 [ -1.74244130e-01  -3.81921919e-01   1.27790485e-01  -5.88320665e-01
   -9.41849479e-01   2.13750823e-01   3.43015406e-01  -1.41859573e-01
   -1.61279134e-01   3.31238172e-02]]
[[ 0.60226727]
 [ 2.11327833]
 [ 0.20395978]
 [ 1.00466838]
 [-3.21801557]
 [-0.42386403]
 [-1.99515105]
 [ 0.03746024]
 [ 0.6509446 ]
 [ 0.81145063]]
Progress: 96.0% ... Training loss: 0.213 ... Validation loss: 0.383[[  2.36770322e-01   8.47175591e-01  -7.39511240e-02   1.72191807e-01
    7.00871114e-02  -1.01385681e-01  -5.21860300e-02   1.18284868e-01
    2.00294373e-02   3.47306381e-01]
 [  1.37568266e-02   1.03468947e-01  -1.93758562e-02   5.25407819e-02
   -4.51392237e-02  -9.95622980e-03   3.45122963e-01   4.00789664e-02
    1.53153006e-01  -1.87529313e-02]
 [  1.85619131e-01   3.73428393e-01  -1.22583982e-02  -1.45298068e-01
    8.50470682e-01  -7.56058404e-04  -1.24566570e+00  -5.01106196e-02
    3.33782765e-02   2.74810603e-01]
 [ -3.68469372e-02  -4.44663968e-01  -2.16459547e-01   1.98352250e-01
   -3.70123711e-01   2.08606023e-01   4.50715641e-01   5.49274971e-02
    4.71426393e-02   2.53999764e-01]
 [ -6.28708976e-02  -4.46709670e-02  -1.37156924e-01   5.09376996e-02
   -1.39187548e-01  -1.99999520e-01   1.38062032e-01  -1.11906346e-01
   -1.85515328e-01  -9.17193045e-02]
 [ -3.76347611e-01  -7.23983932e-01  -2.99515852e-01   1.48454379e-01
   -4.71686547e-01   1.86251159e-02   4.29549027e-01  -4.27701361e-02
   -3.24723586e-02  -4.39645586e-02]
 [ -3.80662140e-02  -5.23801830e-01  -6.50732211e-04   1.99674448e-02
   -3.71051662e-01  -6.09504235e-02   1.78717372e-01  -1.98848134e-01
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 [  5.76693613e-02  -6.40564470e-01   7.50881460e-03  -1.57771041e-01
   -5.09891321e-01  -2.08326390e-02   2.11266191e-01   1.05313125e-01
    2.04893526e-02  -7.88639728e-02]
 [ -1.62085405e-01  -2.40368187e-01  -2.93302966e-01  -4.45627036e-03
   -2.75151103e-01   5.01789163e-02  -2.00187040e-02  -3.12656314e-02
    3.05119448e-01  -1.10672000e-01]
 [  1.55085061e-02  -6.50274240e-01   5.58159642e-02  -1.61873209e-01
   -6.63072452e-01  -1.05950026e-01   2.05763440e-01  -1.28482217e-01
   -3.48195854e-02   9.08726632e-03]
 [ -6.12851078e-02  -3.46504021e-01   1.57406223e-02  -1.06656061e-01
   -4.81583153e-01  -1.93413319e-02   2.84745921e-01  -1.03195459e-01
    2.51436300e-02  -6.24607115e-02]
 [ -1.73634251e-01  -5.28153313e-01  -8.24953074e-02  -4.93260974e-04
   -2.25097099e-01   1.21912197e-01   3.87289765e-01  -2.12625470e-02
   -2.02965140e-01  -2.45936686e-01]
 [ -1.62575694e-01  -3.17142570e-03   5.96018949e-02   1.39834632e-02
   -1.64256557e-01  -2.16492876e-01  -1.69363963e-01  -1.97682630e-01
    7.95660431e-02   1.65010311e-01]
 [ -2.93389262e-01  -3.67120686e-01   9.15620460e-02   1.97918629e-01
   -1.83936256e-01  -6.06839927e-02   1.33483874e-01  -2.63665816e-01
   -2.96818728e-01  -1.24814351e-01]
 [  8.48313050e-02  -2.90734257e-01  -2.85443299e-02   8.68138594e-02
   -8.52065495e-02  -8.84552439e-02   3.46811502e-01  -4.03400338e-04
    6.84596526e-03  -2.55324665e-02]
 [  3.45945780e-02  -1.61132262e-01  -2.12034080e-01   1.31923869e-01
   -5.64454745e-02   7.22560487e-02  -7.53531815e-03  -2.11043151e-02
   -8.99706886e-02  -4.62743689e-03]
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[[ 0.59616309]
 [ 2.10998049]
 [ 0.19927927]
 [ 1.00188468]
 [-3.21855858]
 [-0.42744599]
 [-1.99756206]
 [ 0.03349529]
 [ 0.64562524]
 [ 0.8065855 ]]
Progress: 96.1% ... Training loss: 0.217 ... Validation loss: 0.385[[  2.35778050e-01   8.43765453e-01  -7.42687763e-02   1.70817309e-01
    7.20691060e-02  -1.00784081e-01  -4.92853299e-02   1.18235609e-01
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 [  1.85017578e-01   3.71173273e-01  -1.24563170e-02  -1.46393934e-01
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    3.28215276e-02   2.74128259e-01]
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 [  1.20315652e-02   1.78534235e-01   8.96963251e-02  -3.43319943e-02
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   -7.03017219e-03   1.91405271e-01]
 [  2.39133105e-01   1.18294139e-01   3.09184372e-02   7.39872730e-02
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   -4.78807755e-02  -1.41661136e-02]
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 [ -8.44980463e-02  -1.31317045e-01   1.27600068e-01   1.29600702e-01
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    1.85336256e-01   2.41140978e-02]
 [ -1.75761109e-01  -3.86357856e-01   1.27273943e-01  -5.90950306e-01
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   -1.62979584e-01   3.10138553e-02]]
[[ 0.59104537]
 [ 2.10375173]
 [ 0.19506933]
 [ 0.99729924]
 [-3.21588656]
 [-0.42961101]
 [-1.9989479 ]
 [ 0.03151292]
 [ 0.63856261]
 [ 0.80163838]]
Progress: 96.2% ... Training loss: 0.221 ... Validation loss: 0.389[[  2.37595555e-01   8.51407917e-01  -7.36055353e-02   1.73996938e-01
    6.30123050e-02  -1.02235128e-01  -5.45429626e-02   1.18344849e-01
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   -4.42167847e-02  -9.83971304e-03   3.45730874e-01   4.00695911e-02
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   -2.01466659e-01  -2.43957387e-01]
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   -3.31504878e-02  -5.91088619e-02]
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 [ -8.42350245e-02  -1.30513258e-01   1.27681912e-01   1.30003022e-01
    4.76100513e-02  -1.25181136e-01   1.69819691e-01  -7.94331857e-02
    1.85608682e-01   2.44142948e-02]
 [ -1.75487250e-01  -3.85156493e-01   1.27370538e-01  -5.90523637e-01
   -9.42009209e-01   2.14603460e-01   3.47084091e-01  -1.41938644e-01
   -1.62615627e-01   3.14932696e-02]]
[[ 0.60427879]
 [ 2.11223093]
 [ 0.20701225]
 [ 1.00779257]
 [-3.20715875]
 [-0.41930402]
 [-1.98966724]
 [ 0.04186451]
 [ 0.64943769]
 [ 0.81352126]]
Progress: 96.2% ... Training loss: 0.212 ... Validation loss: 0.386[[  2.38725781e-01   8.55896978e-01  -7.31688047e-02   1.75935802e-01
    5.89167464e-02  -1.03126127e-01  -5.61694454e-02   1.18432605e-01
    2.24267830e-02   3.50335192e-01]
 [  1.35992750e-02   1.02940424e-01  -1.94278244e-02   5.22658748e-02
   -4.42167847e-02  -9.83971304e-03   3.45730874e-01   4.00695911e-02
    1.52984764e-01  -1.89788513e-02]
 [  1.89453806e-01   3.84938220e-01  -1.08832030e-02  -1.38619460e-01
    8.24987266e-01  -3.76720505e-03  -1.25734748e+00  -4.98468178e-02
    3.80367876e-02   2.80392092e-01]
 [ -3.68316665e-02  -4.45176466e-01  -2.16419874e-01   1.99801744e-01
   -3.70523079e-01   2.09036671e-01   4.50163449e-01   5.48821583e-02
    4.74143047e-02   2.54195630e-01]
 [ -6.50846179e-02  -5.61375758e-02  -1.37941416e-01   4.70213866e-02
   -1.25932132e-01  -1.98798946e-01   1.49322119e-01  -1.12045523e-01
   -1.88324689e-01  -9.48054098e-02]
 [ -3.75532320e-01  -7.22043851e-01  -2.99247441e-01   1.49719341e-01
   -4.74805662e-01   1.79531763e-02   4.28253108e-01  -4.27280087e-02
   -3.15673687e-02  -4.28510597e-02]
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   -3.80126223e-01  -6.10693912e-02   1.79463175e-01  -1.98849307e-01
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   -5.30077202e-01  -2.33502985e-02   2.02058714e-01   1.05532699e-01
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   -2.74384953e-01   5.05470195e-02  -1.80964890e-02  -3.12967004e-02
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   -2.02105583e-01  -2.44752289e-01]
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   -1.64256557e-01  -2.16492876e-01  -1.69363963e-01  -1.97682630e-01
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 [ -2.93128852e-01  -3.66377692e-01   9.16553413e-02   1.98339184e-01
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   -2.96528216e-01  -1.24439344e-01]
 [  8.48512821e-02  -2.90688115e-01  -2.85380158e-02   8.68906130e-02
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 [  3.53680914e-02  -1.59440269e-01  -2.11791842e-01   1.33050697e-01
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   -8.91503497e-02  -3.71012753e-03]
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   -5.79458076e-02   1.37186169e-01  -3.41542950e-02  -2.52886351e-01
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   -5.62320697e-02  -6.77930875e-02  -4.31697603e-02   1.19806466e-01
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 [  6.37323441e-02  -1.19016367e-01   8.39224025e-02   6.64310342e-02
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   -3.29845625e-02  -5.89731699e-02]
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   -2.11569733e-01  -8.66606996e-02  -1.39143938e-02   1.58582772e-01
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   -1.63577185e-01  -3.65590022e-01]
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    3.78909940e-02  -3.87307326e-01]
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   -3.60360363e-01  -2.12461401e-01]
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   -9.28065957e-02  -1.34364307e-01]
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   -2.80502701e-01  -4.72688664e-02]
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 [  3.71366892e-01   4.39472567e-01  -7.32084036e-02   2.85425003e-01
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 [  7.44437888e-02   9.66299815e-02   2.65232766e-01   2.74625857e-01
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 [  4.02469936e-02  -1.34322806e-01  -1.16997691e-01  -4.30392687e-02
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   -1.65844110e-01   1.37963658e-01]
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   -1.22740823e-01   4.42556117e-02  -8.91443097e-02  -2.70670659e-01
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   -7.10618729e-03   1.91366687e-01]
 [  2.40496470e-01   1.22658418e-01   3.13887800e-02   7.62054866e-02
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   -4.63240729e-02  -1.21815125e-02]
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   -8.08445939e-01   1.08800970e-01  -1.15226910e-01   1.57223721e-01
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   -2.09938483e-01   3.20932242e-02]
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 [ -4.46279420e-02  -5.44572216e-01  -2.18262217e-01  -2.80324532e-01
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 [ -6.22401176e-02  -1.07754681e-01   2.87213492e-01   9.62237895e-02
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   -4.23466971e-02   2.27796635e-02]
 [ -2.72940851e-01  -3.31252016e-02   4.09322415e-02   8.11396110e-02
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   -5.17042736e-03   1.55825410e-01]
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 [ -8.39055207e-02  -1.29384894e-01   1.27788750e-01   1.30536956e-01
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    1.85934695e-01   2.48158749e-02]
 [ -1.74777331e-01  -3.82875734e-01   1.27597574e-01  -5.89679048e-01
   -9.46398592e-01   2.14094452e-01   3.45579844e-01  -1.41887863e-01
   -1.61899418e-01   3.24567881e-02]]
[[ 0.61239716]
 [ 2.11843604]
 [ 0.21479517]
 [ 1.01104503]
 [-3.2040465 ]
 [-0.41206509]
 [-1.98735856]
 [ 0.04804142]
 [ 0.65606159]
 [ 0.82075463]]
Progress: 96.2% ... Training loss: 0.214 ... Validation loss: 0.388[[  2.36218595e-01   8.49529950e-01  -7.40952952e-02   1.72014810e-01
    6.84998963e-02  -1.01245744e-01  -5.12400056e-02   1.18224022e-01
    1.95994312e-02   3.47182651e-01]
 [  1.35384915e-02   1.03344122e-01  -1.94435801e-02   5.22295975e-02
   -4.55808998e-02  -9.82283645e-03   3.45950106e-01   4.00676384e-02
    1.52939891e-01  -1.90393159e-02]
 [  1.89462756e-01   3.84486370e-01  -1.09217171e-02  -1.38379591e-01
    8.29120117e-01  -3.59856976e-03  -1.25463771e+00  -4.98479153e-02
    3.80072285e-02   2.80720332e-01]
 [ -3.88070798e-02  -4.49534179e-01  -2.17033145e-01   1.96766463e-01
   -3.65217862e-01   2.10375647e-01   4.53903563e-01   5.47277716e-02
    4.51814824e-02   2.51707381e-01]
 [ -6.53435490e-02  -5.72284923e-02  -1.38039320e-01   4.67202995e-02
   -1.28048353e-01  -1.98638986e-01   1.50319168e-01  -1.12064141e-01
   -1.88460912e-01  -9.49131028e-02]
 [ -3.77602051e-01  -7.26814985e-01  -3.00002080e-01   1.46316881e-01
   -4.71708881e-01   1.93744357e-02   4.31965963e-01  -4.28989060e-02
   -3.39003199e-02  -4.57183068e-02]
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   -3.80305446e-01  -6.13380606e-02   1.78576159e-01  -1.98814589e-01
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   -5.21444728e-01  -2.15395504e-02   2.09544099e-01   1.05323047e-01
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   -2.76180136e-01   5.02641906e-02  -1.95953625e-02  -3.12588632e-02
    3.05081533e-01  -1.10798251e-01]
 [  1.62996523e-02  -6.45731528e-01   5.60196247e-02  -1.60630484e-01
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   -3.39178067e-02   1.03498538e-02]
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   -2.32756573e-01   1.21449778e-01   3.86135580e-01  -2.12412169e-02
   -2.02294323e-01  -2.44996299e-01]
 [ -1.62575694e-01  -3.17142570e-03   5.96018949e-02   1.39834632e-02
   -1.64256557e-01  -2.16492876e-01  -1.69363963e-01  -1.97682630e-01
    7.95660431e-02   1.65010311e-01]
 [ -2.93531659e-01  -3.67046261e-01   9.14961045e-02   1.97651191e-01
   -1.84367057e-01  -6.06007667e-02   1.33685716e-01  -2.63687691e-01
   -2.97014008e-01  -1.25028155e-01]
 [  8.43063562e-02  -2.92366127e-01  -2.87240079e-02   8.60773107e-02
   -8.52566739e-02  -8.82055712e-02   3.47861571e-01  -4.41826458e-04
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[[ 0.60044776]
 [ 2.11427926]
 [ 0.20475109]
 [ 0.99932586]
 [-3.20858399]
 [-0.42590728]
 [-2.00736263]
 [ 0.03481407]
 [ 0.6444668 ]
 [ 0.8072603 ]]
Progress: 96.3% ... Training loss: 0.212 ... Validation loss: 0.384[[  2.36664943e-01   8.51394874e-01  -7.39401964e-02   1.72658264e-01
    6.67945596e-02  -1.01578212e-01  -5.18408385e-02   1.18248304e-01
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 [  1.90522279e-01   3.86793449e-01  -1.06546914e-02  -1.36774093e-01
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    3.89661339e-02   2.82019816e-01]
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   -2.01070926e-01  -2.43425721e-01]
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 [ -8.33832481e-02  -1.28241956e-01   1.27970272e-01   1.31246160e-01
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    1.86498098e-01   2.54914323e-02]
 [ -1.76716152e-01  -3.88502313e-01   1.26909659e-01  -5.92696896e-01
   -9.40719919e-01   2.15356549e-01   3.51259318e-01  -1.42047711e-01
   -1.64002547e-01   3.00711986e-02]]
[[ 0.60582275]
 [ 2.11707928]
 [ 0.21005303]
 [ 1.0046999 ]
 [-3.20492122]
 [-0.4199249 ]
 [-1.9997043 ]
 [ 0.04038962]
 [ 0.64986863]
 [ 0.81217307]]
Progress: 96.3% ... Training loss: 0.211 ... Validation loss: 0.383[[  2.36353738e-01   8.50842771e-01  -7.40732756e-02   1.72032341e-01
    7.02753784e-02  -1.01338199e-01  -5.37141452e-02   1.18218533e-01
    1.95505106e-02   3.47196628e-01]
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   -4.34961412e-02  -9.35420325e-03   3.46677551e-01   4.00208129e-02
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 [  1.88948683e-01   3.81315348e-01  -1.13112923e-02  -1.39727001e-01
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    3.69427410e-02   2.79836619e-01]
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   -1.87004210e-01  -9.33807938e-02]
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   -3.41725025e-02  -4.61183589e-02]
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   -2.75167277e-01   5.03068976e-02  -1.91958574e-02  -3.12615969e-02
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   -2.00712290e-01  -2.42990843e-01]
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   -5.69943095e-02   7.25721198e-02  -6.22465338e-03  -2.11731260e-02
   -9.06935703e-02  -5.58247180e-03]
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 [  6.61693516e-02  -1.11630539e-01   8.47702154e-02   7.05739630e-02
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   -3.03568382e-02  -5.57102564e-02]
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 [  1.88926507e-02  -6.50230860e-01  -4.34284113e-02  -9.76296244e-02
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   -3.59933003e-01  -2.11911873e-01]
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 [  3.70808557e-01   4.38735248e-01  -7.33961204e-02   2.84511179e-01
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 [  7.42641175e-02   9.54524714e-02   2.65176159e-01   2.74239701e-01
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   -4.62037594e-02  -1.21212381e-02]
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    1.87134685e-01  -7.31898977e-02]
 [ -8.27518185e-02  -1.26697333e-01   1.28197425e-01   1.32345280e-01
    4.29366061e-02  -1.26134821e-01   1.66111896e-01  -7.93403432e-02
    1.87130272e-01   2.64000745e-02]
 [ -1.77593713e-01  -3.91351724e-01   1.26623921e-01  -5.93806731e-01
   -9.40688590e-01   2.15887986e-01   3.53073390e-01  -1.42104382e-01
   -1.64916885e-01   2.89998890e-02]]
[[ 0.60139026]
 [ 2.11404363]
 [ 0.20741669]
 [ 1.00313443]
 [-3.20582799]
 [-0.42206142]
 [-1.9994313 ]
 [ 0.03655263]
 [ 0.64624042]
 [ 0.80684336]]
Progress: 96.4% ... Training loss: 0.212 ... Validation loss: 0.385[[  2.37071434e-01   8.52919879e-01  -7.38026184e-02   1.73090402e-01
    6.74648033e-02  -1.01854849e-01  -5.30496069e-02   1.18264954e-01
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   -4.16127336e-02  -9.11530780e-03   3.47940269e-01   3.99998539e-02
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 [  1.89760939e-01   3.86008679e-01  -1.10236613e-02  -1.37953425e-01
    8.27078326e-01  -3.59082049e-03  -1.25830269e+00  -4.98826191e-02
    3.78484853e-02   2.80662463e-01]
 [ -3.96351203e-02  -4.50941582e-01  -2.17303543e-01   1.95629751e-01
   -3.65755681e-01   2.11087270e-01   4.55626959e-01   5.46864701e-02
    4.44317541e-02   2.50944306e-01]
 [ -6.36382586e-02  -5.39426868e-02  -1.37549409e-01   4.89874449e-02
   -1.30327507e-01  -1.99872029e-01   1.49068005e-01  -1.11962599e-01
   -1.86526441e-01  -9.29611914e-02]
 [ -3.77215634e-01  -7.27644290e-01  -2.99825140e-01   1.46950673e-01
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   -3.34908451e-02  -4.52881439e-02]
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   -1.99630795e-01  -2.41836527e-01]
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   -2.97082315e-01  -1.25247117e-01]
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 [  6.73522725e-02  -1.07929275e-01   8.51919425e-02   7.25769209e-02
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   -2.90035709e-02  -5.42232065e-02]
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   -3.59913643e-01  -2.11898273e-01]
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 [  7.48455417e-02   9.61599586e-02   2.65396056e-01   2.75121669e-01
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   -4.60764144e-02  -1.19968197e-02]
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   -4.18567550e-02   2.33437791e-02]
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    1.87043085e-01   2.62820269e-02]
 [ -1.77880856e-01  -3.92280228e-01   1.26523137e-01  -5.94303556e-01
   -9.40840741e-01   2.16106598e-01   3.54320581e-01  -1.42123495e-01
   -1.65270653e-01   2.85763204e-02]]
[[ 0.6038015 ]
 [ 2.11922747]
 [ 0.21038598]
 [ 1.00755902]
 [-3.20489618]
 [-0.42195049]
 [-2.00050676]
 [ 0.03918842]
 [ 0.64878825]
 [ 0.81086312]]
Progress: 96.5% ... Training loss: 0.211 ... Validation loss: 0.383[[  2.37918174e-01   8.57775959e-01  -7.33943445e-02   1.74969186e-01
    6.21827959e-02  -1.02478208e-01  -5.47450477e-02   1.18337572e-01
    2.13095907e-02   3.49136950e-01]
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 [  1.92109713e-01   3.93015595e-01  -1.01495989e-02  -1.33867003e-01
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    4.06186818e-02   2.83992637e-01]
 [ -4.31189178e-02  -4.60601480e-01  -2.18528316e-01   1.89995733e-01
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   -1.86989919e-01  -9.35221846e-02]
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   -3.37181750e-02  -4.55904800e-02]
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   -5.23120571e-01  -2.08636915e-02   2.13010037e-01   1.05254294e-01
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   -2.73216120e-01   5.06521416e-02  -1.79543559e-02  -3.12947352e-02
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   -3.32915307e-02   1.09230726e-02]
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   -2.41890018e-01   1.20295134e-01   3.80797153e-01  -2.11553059e-02
   -2.00626334e-01  -2.43107505e-01]
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   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
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[[ 0.60700544]
 [ 2.12540061]
 [ 0.21398705]
 [ 1.00790979]
 [-3.2027122 ]
 [-0.42334946]
 [-2.00669657]
 [ 0.03947563]
 [ 0.64946234]
 [ 0.81257045]]
Progress: 96.5% ... Training loss: 0.211 ... Validation loss: 0.382[[  2.38287823e-01   8.60449792e-01  -7.32008856e-02   1.75780215e-01
    6.30372853e-02  -1.02667159e-01  -5.57204078e-02   1.18366298e-01
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 [  1.91326848e-01   3.90813413e-01  -1.04014747e-02  -1.34918205e-01
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    3.97250390e-02   2.82972202e-01]
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   -3.32343233e-02  -4.49828843e-02]
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   -2.00478437e-01  -2.42901832e-01]
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   -9.36161866e-02  -1.35301693e-01]
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 [  1.21298901e-02   1.78000792e-01   8.97126079e-02  -3.46895086e-02
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   -7.08524829e-03   1.91526669e-01]
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   -4.53042136e-02  -1.11345801e-02]
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 [  1.84634551e-01   2.93111917e-01   2.29609189e-01   8.96260584e-02
   -8.12045751e-01   1.08596339e-01  -1.15384951e-01   1.57234683e-01
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   -4.20003205e-02   2.30810607e-02]
 [ -2.71765266e-01  -3.07216404e-02   4.13348570e-02   8.29909347e-02
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   -3.95113706e-03   1.56912258e-01]
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 [  2.80304499e-01  -2.12271821e-01   9.14138697e-02   8.89620471e-02
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 [ -8.22869237e-02  -1.25360415e-01   1.28382021e-01   1.33149865e-01
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    1.87673184e-01   2.70385411e-02]
 [ -1.78674461e-01  -3.94102048e-01   1.26300007e-01  -5.95598207e-01
   -9.40503594e-01   2.16621586e-01   3.57397823e-01  -1.42172431e-01
   -1.66115169e-01   2.76907547e-02]]
[[ 0.61267717]
 [ 2.13014555]
 [ 0.21821389]
 [ 1.01422615]
 [-3.20271846]
 [-0.41967547]
 [-2.00101766]
 [ 0.04338234]
 [ 0.65572054]
 [ 0.81777223]]
Progress: 96.5% ... Training loss: 0.212 ... Validation loss: 0.383[[  2.37336042e-01   8.56985601e-01  -7.36503589e-02   1.74082279e-01
    7.08564369e-02  -1.01908516e-01  -5.23365440e-02   1.18288365e-01
    2.02985348e-02   3.48017511e-01]
 [  1.24629715e-02   9.98421042e-02  -1.98677194e-02   5.01929176e-02
   -4.13903416e-02  -9.05208225e-03   3.47822427e-01   3.99928393e-02
    1.51697364e-01  -2.05194614e-02]
 [  1.90843885e-01   3.87659011e-01  -1.07278687e-02  -1.35648427e-01
    8.20815134e-01  -4.36673289e-03  -1.25586691e+00  -4.98018740e-02
    3.89557746e-02   2.81717603e-01]
 [ -4.19073712e-02  -4.55462928e-01  -2.17960046e-01   1.92387262e-01
   -3.58238275e-01   2.12394426e-01   4.54173484e-01   5.45405089e-02
    4.16031846e-02   2.48240990e-01]
 [ -6.17768317e-02  -5.08846912e-02  -1.36778689e-01   5.24156265e-02
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   -1.83915063e-01  -9.02685854e-02]
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   -3.37531426e-02  -4.55851929e-02]
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   -2.38828638e-01   1.21068669e-01   3.84003199e-01  -2.12387162e-02
   -2.01843048e-01  -2.44501947e-01]
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   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
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   -2.97030485e-01  -1.25158392e-01]
 [  8.38114651e-02  -2.95538907e-01  -2.88663305e-02   8.54772368e-02
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 [  3.39281990e-02  -1.62555314e-01  -2.12283336e-01   1.30410115e-01
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   -9.08172216e-02  -5.69165215e-03]
 [ -1.29005078e-01  -1.56868230e-01  -2.03545952e-01   1.38139470e-01
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   -6.29457361e-02  -6.87521258e-02  -4.58201711e-02   1.19916044e-01
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   -2.98177123e-02  -5.51628760e-02]
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   -1.63527687e-01  -3.65548339e-01]
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 [  1.88753491e-02  -6.50937838e-01  -4.34413747e-02  -9.76455255e-02
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   -9.37650162e-02  -1.35469954e-01]
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 [  3.70932318e-01   4.40176087e-01  -7.32879851e-02   2.84613776e-01
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 [  7.47555862e-02   9.44369324e-02   2.65345139e-01   2.74684666e-01
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 [  4.04426464e-02  -1.34368080e-01  -1.16933152e-01  -4.28060650e-02
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 [  1.04510704e-01   1.21463250e-01   1.15132990e-01   2.65978585e-02
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   -1.67534118e-01  -2.24599981e-01]
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   -4.06427008e-02   2.46202933e-02]
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   -4.02791142e-03   1.56833267e-01]
 [  1.89082857e-01  -5.44003458e-02  -2.11664051e-01   2.11782362e-02
    1.80507322e-01  -3.38552742e-01   1.58593910e-02  -1.62403504e-01
    5.72768496e-02  -1.13227080e-01]
 [  2.80040656e-01  -2.13312579e-01   9.13114267e-02   8.84656332e-02
    1.54586725e-01  -8.83841901e-02  -2.24893569e-02  -1.30999206e-01
    1.87495202e-01  -7.27324270e-02]
 [ -8.20671597e-02  -1.24841448e-01   1.28452986e-01   1.33318965e-01
    4.11475486e-02  -1.26683430e-01   1.64265351e-01  -7.92897666e-02
    1.87652490e-01   2.71831859e-02]
 [ -1.78428355e-01  -3.92705958e-01   1.26341997e-01  -5.95241810e-01
   -9.42272664e-01   2.16394336e-01   3.56538054e-01  -1.42158527e-01
   -1.65840392e-01   2.80951880e-02]]
[[ 0.60911994]
 [ 2.12744443]
 [ 0.21693601]
 [ 1.01329127]
 [-3.20824311]
 [-0.42256044]
 [-2.00378156]
 [ 0.03942937]
 [ 0.65371417]
 [ 0.81703041]]
Progress: 96.6% ... Training loss: 0.211 ... Validation loss: 0.381[[  2.39287671e-01   8.64182739e-01  -7.29099608e-02   1.77296486e-01
    6.32108033e-02  -1.03410320e-01  -5.80269289e-02   1.18420950e-01
    2.23794522e-02   3.50517716e-01]
 [  1.32399067e-02   1.02016952e-01  -1.95976741e-02   5.13736883e-02
   -4.54835614e-02  -9.58302837e-03   3.45431854e-01   4.00424974e-02
    1.52502615e-01  -1.95247274e-02]
 [  1.95072697e-01   4.00721510e-01  -9.29130480e-03  -1.29181089e-01
    8.07252834e-01  -7.35891961e-03  -1.26675914e+00  -4.95297829e-02
    4.35259972e-02   2.87179343e-01]
 [ -4.12355728e-02  -4.53451800e-01  -2.17697506e-01   1.94000964e-01
   -3.60802846e-01   2.12089602e-01   4.50589968e-01   5.45835331e-02
    4.22395938e-02   2.49178143e-01]
 [ -6.05605825e-02  -4.88428885e-02  -1.36381371e-01   5.40266097e-02
   -1.33840473e-01  -2.01838602e-01   1.45609322e-01  -1.11783858e-01
   -1.82471202e-01  -8.85922848e-02]
 [ -3.78287972e-01  -7.31275085e-01  -3.00189130e-01   1.45167778e-01
   -4.70246240e-01   1.96972018e-02   4.35077181e-01  -4.29557929e-02
   -3.47695966e-02  -4.68356816e-02]
 [ -3.32295322e-02  -5.13336437e-01   9.92953968e-04   2.76709168e-02
   -3.95222515e-01  -6.45111932e-02   1.66574507e-01  -1.98518797e-01
    1.78606705e-01   3.97949785e-02]
 [  5.84490505e-02  -6.37228316e-01   7.75816470e-03  -1.55254102e-01
   -5.30239560e-01  -2.16052699e-02   2.10523481e-01   1.05314485e-01
    2.12802212e-02  -7.80165390e-02]
 [ -1.62430452e-01  -2.42449946e-01  -2.93309387e-01  -4.98824903e-03
   -2.74395548e-01   5.03058991e-02  -1.88121637e-02  -3.12634029e-02
    3.04925204e-01  -1.11247337e-01]
 [  2.06633056e-02  -6.31324729e-01   5.75847987e-02  -1.53459302e-01
   -6.94841105e-01  -1.09962181e-01   1.94257025e-01  -1.28169340e-01
   -2.94871307e-02   1.52196256e-02]
 [ -6.46827144e-02  -3.61097229e-01   1.46644257e-02  -1.11971594e-01
   -4.75941299e-01  -1.72505954e-02   2.95532503e-01  -1.03416624e-01
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   -2.41453263e-01   1.20589611e-01   3.81737765e-01  -2.11979629e-02
   -2.01086700e-01  -2.43607410e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93302940e-01  -3.66595420e-01   9.16053157e-02   1.97949421e-01
   -1.84535636e-01  -6.07510536e-02   1.33639734e-01  -2.63675551e-01
   -2.96843996e-01  -1.24866691e-01]
 [  8.29695279e-02  -2.98117607e-01  -2.91608197e-02   8.41483524e-02
   -8.32496255e-02  -8.74401264e-02   3.51835677e-01  -5.26993647e-04
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 [  3.36544496e-02  -1.63586677e-01  -2.12375798e-01   1.29974200e-01
   -5.26219506e-02   7.28351741e-02  -4.86419419e-03  -2.11999090e-02
   -9.11074539e-02  -6.05150669e-03]
 [ -1.28535526e-01  -1.55820416e-01  -2.03402120e-01   1.38824694e-01
   -5.94964004e-02   1.36203941e-01  -3.85331763e-02  -2.52805300e-01
    6.44656053e-02  -2.00044771e-01]
 [ -5.96989305e-02  -1.69846038e-01   2.78548398e-01   1.06911397e-01
   -6.33045712e-02  -6.90760738e-02  -4.64277647e-02   1.19946040e-01
    9.37781379e-02   8.12720030e-02]
 [  6.69415474e-02  -1.09032418e-01   8.50347916e-02   7.18784033e-02
   -2.04901077e-01  -1.17009012e-02   1.04501906e-01   1.17232713e-01
   -2.93857350e-02  -5.46529748e-02]
 [ -1.34619114e-04  -2.96820087e-01  -3.01869204e-01  -7.48075256e-02
   -2.08709051e-01  -8.57237156e-02  -1.09755439e-02   1.58469205e-01
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 [  5.50571242e-02  -9.27933120e-02  -1.10552093e-01   6.52239541e-02
   -4.09505813e-01   3.11586626e-01   3.37905635e-01   2.03371001e-01
   -1.45294461e-01  -4.26258001e-02]
 [  1.72205926e-02   4.52213320e-02   1.28799247e-01   1.38845102e-01
   -7.33012026e-02   9.69052377e-02   4.95616544e-03  -4.17261693e-02
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   -1.59719340e-01  -3.23259143e-01   1.56924859e-01   6.29939572e-03
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   -1.64160651e-01  -2.01917216e-01   3.77935126e-02  -2.21162927e-02
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   -4.09418814e-01  -8.56426381e-03   6.26930275e-02  -2.59462128e-02
   -2.18991494e-03   4.65551570e-02]
 [ -1.37063936e-02  -2.53523824e-01  -7.01420239e-02  -1.02079604e-01
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   -1.63429775e-01  -3.65441076e-01]
 [ -8.14911198e-03  -5.83775692e-01  -3.02461196e-02  -6.35966142e-02
    6.48548987e-01   9.46193308e-02   6.46707181e-01   9.12162882e-02
    3.83029498e-02  -3.86832660e-01]
 [  1.88803039e-02  -6.51229142e-01  -4.34567204e-02  -9.76623552e-02
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   -3.59992549e-01  -2.11951402e-01]
 [ -1.82534246e-01  -7.50603317e-01  -1.39788252e-02  -2.13521846e-01
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   -7.49705080e-02   8.97399685e-02]
 [ -3.13190129e-01  -5.99547902e-01   5.19968612e-02  -5.45780776e-02
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   -9.37505128e-02  -1.35450998e-01]
 [ -2.32345252e-01  -4.57435025e-01   2.43481136e-01  -2.68217979e-01
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   -2.79889678e-01  -4.65034778e-02]
 [ -1.69194445e-01  -3.22914634e-01  -1.94221291e-01  -1.48748534e-01
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   -4.98307621e-02  -1.62728196e-01]
 [  5.42052315e-02   2.81936626e-01   1.44006275e-01  -1.53864804e-01
   -3.04847287e-01   7.89219708e-02  -1.13059960e-01   2.75624250e-01
    9.59399112e-03   1.12616880e-01]
 [  3.70615654e-01   4.39845200e-01  -7.33760055e-02   2.84152005e-01
   -1.02877116e+00  -2.83264593e-01  -5.09444209e-01   1.77905493e-01
    4.03701842e-01   8.42393507e-03]
 [  7.49635385e-02   9.48842681e-02   2.65419776e-01   2.75004331e-01
    1.95883081e-02  -2.13482833e-01  -1.79841053e-01  -1.31456436e-01
   -1.07354850e-01  -2.57909580e-01]
 [  4.02693174e-02  -1.34939992e-01  -1.16997136e-01  -4.31035838e-02
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 [  3.35891281e-02  -2.46564458e-02  -5.99595965e-02  -2.40889452e-02
    7.01660347e-02  -2.02661520e-01  -4.06691071e-02   1.11963841e-02
    6.34761468e-02   3.43928601e-02]
 [  5.75762222e-02   1.75844007e-01   2.51314419e-01   1.00671040e-01
   -1.05531599e-01  -1.59528810e-01  -4.68409842e-02   4.01746846e-02
   -1.65180626e-01   1.38734185e-01]
 [  1.04922751e-01   1.22675576e-01   1.15297194e-01   2.72693907e-02
   -1.18432815e-01   4.41676769e-02  -8.83652647e-02  -2.70677671e-01
    9.44960813e-03  -5.49912246e-02]
 [  1.21857269e-02   1.77841852e-01   8.97307895e-02  -3.47827690e-02
    1.64515672e-02   1.63190321e-01  -5.44868228e-02   1.18154299e-01
   -7.00903539e-03   1.91685242e-01]
 [  2.41132835e-01   1.22760266e-01   3.15660579e-02   7.71503999e-02
    5.43013310e-02  -3.94616086e-02  -3.15732315e-01   1.48039220e-01
   -4.56706143e-02  -1.15712798e-02]
 [  5.71670187e-02   1.16532401e-01   2.06710365e-02   5.11301201e-02
   -4.71557630e-01  -1.31741484e-01  -2.79361522e-01   4.11517580e-02
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 [  5.19564431e-02   4.52680434e-01   1.28073845e-01   4.54539748e-01
   -1.74424578e+00  -2.81707353e-01  -4.26288244e-01  -7.08283381e-02
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 [  1.43145864e-01   4.43854959e-01   6.15546927e-02   4.05530471e-01
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 [  1.85191241e-01   2.95496732e-01   2.29834724e-01   9.07063607e-02
   -8.14258565e-01   1.08128216e-01  -1.17415911e-01   1.57275496e-01
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 [ -1.01641625e-01   2.29602329e-01   2.30673262e-01  -2.02875798e-02
   -2.07836143e-01   1.46628584e-01  -5.13042669e-02  -1.80185086e-02
   -6.07183008e-02   1.48230861e-02]
 [ -1.19553685e-01  -1.57318779e-02   1.68577534e-02   6.44690840e-02
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   -2.94413153e-01  -1.14542277e-01]
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   -2.10031737e-01   3.21579546e-02]
 [  8.27698877e-03  -5.09544571e-01  -1.29079426e-01  -1.65315387e-01
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   -1.67780370e-01  -2.24884648e-01]
 [ -4.69061430e-02  -5.52089686e-01  -2.19213948e-01  -2.84575180e-01
   -9.45718653e-01   4.96320619e-02   4.55565227e-01  -1.76495244e-01
   -3.88133561e-02  -4.01288378e-01]
 [ -5.92442302e-02  -1.01103929e-01   2.88361599e-01   1.01624177e-01
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   -3.90488235e-02   2.67100463e-02]
 [ -2.72801357e-01  -3.42620140e-02   4.09689108e-02   8.13148434e-02
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   -5.06509052e-03   1.55497718e-01]
 [  1.89626275e-01  -5.26941499e-02  -2.11451516e-01   2.22243154e-02
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    5.79388758e-02  -1.12445610e-01]
 [  2.79794572e-01  -2.13820720e-01   9.12043344e-02   8.80379687e-02
    1.56023221e-01  -8.82285114e-02  -2.21622086e-02  -1.31013592e-01
    1.87222064e-01  -7.30726887e-02]
 [ -8.19416571e-02  -1.24406383e-01   1.28499651e-01   1.33540362e-01
    4.09620819e-02  -1.26805866e-01   1.63945208e-01  -7.92801065e-02
    1.87728047e-01   2.71991162e-02]
 [ -1.77441759e-01  -3.88464312e-01   1.26684839e-01  -5.93742090e-01
   -9.48247347e-01   2.15686527e-01   3.55253275e-01  -1.42097747e-01
   -1.64703886e-01   2.94585820e-02]]
[[ 0.61741762]
 [ 2.13488614]
 [ 0.22420907]
 [ 1.01796865]
 [-3.20491843]
 [-0.41661049]
 [-2.00364195]
 [ 0.0437993 ]
 [ 0.66002385]
 [ 0.8257023 ]]
Progress: 96.7% ... Training loss: 0.216 ... Validation loss: 0.381[[  2.37005207e-01   8.57845386e-01  -7.37606614e-02   1.73602437e-01
    7.26755159e-02  -1.01873400e-01  -5.27455603e-02   1.18242282e-01
    1.97092702e-02   3.47364776e-01]
 [  1.27798118e-02   1.00639221e-01  -1.97570959e-02   5.06082077e-02
   -4.35698667e-02  -9.27044053e-03   3.46975133e-01   4.00092942e-02
    1.52027023e-01  -2.00953580e-02]
 [  1.89619427e-01   3.84602229e-01  -1.13981947e-02  -1.38428350e-01
    8.26336476e-01  -3.60350071e-03  -1.25438118e+00  -4.99409023e-02
    3.74063070e-02   2.79817865e-01]
 [ -4.18559006e-02  -4.51794076e-01  -2.17863146e-01   1.93527015e-01
   -3.66990865e-01   2.12720320e-01   4.54092698e-01   5.45504438e-02
    4.18801460e-02   2.48447460e-01]
 [ -6.36063723e-02  -5.96706016e-02  -1.37459896e-01   4.91962708e-02
   -1.23766067e-01  -2.00157553e-01   1.54594091e-01  -1.11997186e-01
   -1.85829994e-01  -9.25253143e-02]
 [ -3.77858109e-01  -7.30465455e-01  -3.00002018e-01   1.45989315e-01
   -4.70502319e-01   1.92689906e-02   4.34368765e-01  -4.29249542e-02
   -3.43119847e-02  -4.62310481e-02]
 [ -3.38379216e-02  -5.15205369e-01   7.70275126e-04   2.65143128e-02
   -3.92653695e-01  -6.41329452e-02   1.67707357e-01  -1.98562169e-01
    1.77864728e-01   3.89303210e-02]
 [  5.44787928e-02  -6.48650642e-01   6.27750891e-03  -1.61768434e-01
   -5.17187880e-01  -1.88833032e-02   2.21256084e-01   1.05016762e-01
    1.69023191e-02  -8.33133770e-02]
 [ -1.61692131e-01  -2.40638843e-01  -2.93021909e-01  -3.79347609e-03
   -2.75093288e-01   4.97743968e-02  -2.06378251e-02  -3.12065008e-02
    3.05755297e-01  -1.10195613e-01]
 [  1.84146986e-02  -6.38771583e-01   5.67546349e-02  -1.57446499e-01
   -6.83183793e-01  -1.08586679e-01   2.00243043e-01  -1.28344314e-01
   -3.21749579e-02   1.21312649e-02]
 [ -6.58087706e-02  -3.63835394e-01   1.42680642e-02  -1.13715035e-01
   -4.71960972e-01  -1.64955094e-02   2.98793043e-01  -1.03494392e-01
    2.04975186e-02  -6.79679352e-02]
 [ -1.71962291e-01  -5.28376821e-01  -8.19276557e-02   3.10926557e-03
   -2.42424221e-01   1.20599525e-01   3.81822582e-01  -2.11985749e-02
   -2.01078427e-01  -2.43618687e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
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[[ 0.60164881]
 [ 2.12500156]
 [ 0.2136426 ]
 [ 1.00783979]
 [-3.21483148]
 [-0.42695758]
 [-2.01015029]
 [ 0.03179095]
 [ 0.64769805]
 [ 0.81147217]]
Progress: 96.7% ... Training loss: 0.211 ... Validation loss: 0.381[[  2.35983560e-01   8.54310081e-01  -7.40626274e-02   1.71964116e-01
    7.83562192e-02  -1.01084455e-01  -4.90316383e-02   1.18188166e-01
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 [  1.23557061e-02   1.77887404e-01   8.97766978e-02  -3.47174337e-02
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   -6.84509260e-03   1.91946352e-01]
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   -4.70845249e-02  -1.33066135e-02]
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 [ -8.31647251e-02  -1.28473638e-01   1.28062449e-01   1.31491122e-01
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    1.86518555e-01   2.56413423e-02]
 [ -1.76764801e-01  -3.86879992e-01   1.26951237e-01  -5.92545335e-01
   -9.50364968e-01   2.15171993e-01   3.53365794e-01  -1.42054357e-01
   -1.63935495e-01   3.06218066e-02]]
[[ 0.59668764]
 [ 2.12238861]
 [ 0.21018286]
 [ 1.00230721]
 [-3.21770336]
 [-0.43228023]
 [-2.01747236]
 [ 0.02628321]
 [ 0.6413331 ]
 [ 0.80620506]]
Progress: 96.8% ... Training loss: 0.213 ... Validation loss: 0.382[[  2.36094528e-01   8.55467620e-01  -7.40006711e-02   1.71948609e-01
    7.77146054e-02  -1.01186182e-01  -4.92825514e-02   1.18193328e-01
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 [  1.23489243e-02   9.96935512e-02  -1.99282225e-02   4.98719751e-02
   -4.33851279e-02  -8.96269482e-03   3.48265417e-01   3.99850862e-02
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 [  1.89330035e-01   3.84126296e-01  -1.15565012e-02  -1.39105820e-01
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    3.69680311e-02   2.79443367e-01]
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   -1.84262641e-01  -8.99029629e-02]
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   -3.38886156e-02  -4.57221702e-02]
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   -2.01146916e-01  -2.43702679e-01]
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   -2.95931755e-01  -1.23766952e-01]
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   -2.93615320e-02  -5.45577397e-02]
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 [  7.51206299e-02   9.47633921e-02   2.65492437e-01   2.75212732e-01
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   -4.20550053e-02  -4.05495470e-01]
 [ -5.96828372e-02  -1.04214181e-01   2.88204619e-01   1.00848355e-01
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   -3.95533805e-02   2.61630894e-02]
 [ -2.73153332e-01  -3.61868019e-02   4.08367423e-02   8.06802577e-02
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   -5.48568715e-03   1.55103254e-01]
 [  1.89121229e-01  -5.44385987e-02  -2.11585596e-01   2.16300245e-02
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    5.73196177e-02  -1.13239155e-01]
 [  2.79392069e-01  -2.16490132e-01   9.10422791e-02   8.73086103e-02
    1.60243142e-01  -8.78515964e-02  -1.97413954e-02  -1.31048703e-01
    1.86874666e-01  -7.37671026e-02]
 [ -8.27023473e-02  -1.26485094e-01   1.28252021e-01   1.32348488e-01
    4.37887005e-02  -1.26429598e-01   1.66568323e-01  -7.93369256e-02
    1.87054535e-01   2.63107475e-02]
 [ -1.76737447e-01  -3.86788099e-01   1.26962155e-01  -5.92543737e-01
   -9.51754036e-01   2.15156312e-01   3.53126197e-01  -1.42053595e-01
   -1.63899397e-01   3.07204415e-02]]
[[ 0.59635594]
 [ 2.12336249]
 [ 0.20964128]
 [ 1.00330515]
 [-3.21731216]
 [-0.43240706]
 [-2.01538088]
 [ 0.02808174]
 [ 0.64173622]
 [ 0.80668071]]
Progress: 96.8% ... Training loss: 0.212 ... Validation loss: 0.381[[  2.36947537e-01   8.59543508e-01  -7.36827947e-02   1.73414230e-01
    7.49642589e-02  -1.01737962e-01  -5.21881718e-02   1.18228536e-01
    1.96705910e-02   3.47430688e-01]
 [  1.18419289e-02   9.82264846e-02  -2.01125590e-02   4.90477495e-02
   -4.15721770e-02  -8.59840350e-03   3.49310942e-01   3.99609850e-02
    1.51128164e-01  -2.13266552e-02]
 [  1.88464177e-01   3.81924381e-01  -1.18751377e-02  -1.40542140e-01
    8.24418994e-01  -2.64637340e-03  -1.25310171e+00  -4.99918170e-02
    3.59572077e-02   2.78114523e-01]
 [ -4.23089522e-02  -4.50701977e-01  -2.18008900e-01   1.93653867e-01
   -3.73868313e-01   2.12989778e-01   4.55760329e-01   5.45218087e-02
    4.16827840e-02   2.48601851e-01]
 [ -6.12216356e-02  -5.28084584e-02  -1.36494780e-01   5.33863635e-02
   -1.36079406e-01  -2.02229423e-01   1.45431554e-01  -1.11874550e-01
   -1.83545965e-01  -8.92383480e-02]
 [ -3.77157405e-01  -7.29480780e-01  -2.99730257e-01   1.47063268e-01
   -4.71692863e-01   1.87500132e-02   4.33265544e-01  -4.28922881e-02
   -3.35544058e-02  -4.53662569e-02]
 [ -3.65172785e-02  -5.23886978e-01  -1.57895078e-04   2.19583442e-02
   -3.85832954e-01  -6.21402766e-02   1.76509663e-01  -1.98691934e-01
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 [  5.52873400e-02  -6.46220371e-01   6.57647796e-03  -1.60399414e-01
   -5.22882997e-01  -1.95341011e-02   2.17665187e-01   1.05051623e-01
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 [ -1.61430703e-01  -2.42191171e-01  -2.92925269e-01  -3.30026249e-03
   -2.78588951e-01   4.95258875e-02  -1.97873691e-02  -3.11996050e-02
    3.06323370e-01  -1.09747731e-01]
 [  1.77863075e-02  -6.43245972e-01   5.65482266e-02  -1.58975992e-01
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   -3.26441498e-02   1.11190217e-02]
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   -4.71245947e-01  -1.62250713e-02   2.99231022e-01  -1.03535837e-01
    1.98003399e-02  -6.88063093e-02]
 [ -1.71546739e-01  -5.27814152e-01  -8.18111304e-02   3.92219711e-03
   -2.46372149e-01   1.20323805e-01   3.81278476e-01  -2.11808904e-02
   -2.00595836e-01  -2.43029875e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.92756972e-01  -3.65946784e-01   9.18376827e-02   1.99066592e-01
   -1.84571915e-01  -6.11793785e-02   1.32418931e-01  -2.63636183e-01
   -2.96240827e-01  -1.24166464e-01]
 [  8.31770829e-02  -2.97871472e-01  -2.90619013e-02   8.43936309e-02
   -8.36661982e-02  -8.76355708e-02   3.52106811e-01  -5.16788768e-04
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 [  3.28641480e-02  -1.66074824e-01  -2.12641773e-01   1.28611801e-01
   -4.93710318e-02   7.32771378e-02  -2.77778795e-03  -2.12520450e-02
   -9.19730872e-02  -7.14896957e-03]
 [ -1.28625437e-01  -1.56379003e-01  -2.03459618e-01   1.38416693e-01
   -5.90051796e-02   1.36316644e-01  -3.77044380e-02  -2.52825170e-01
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 [ -6.05415707e-02  -1.72031238e-01   2.78248174e-01   1.05331962e-01
   -6.13562758e-02  -6.84665641e-02  -4.33841709e-02   1.19911583e-01
    9.28672576e-02   8.02012793e-02]
 [  6.59575102e-02  -1.12802434e-01   8.47081387e-02   7.03577102e-02
   -2.02573567e-01  -1.09942324e-02   1.07005059e-01   1.17190316e-01
   -3.04004329e-02  -5.58660455e-02]
 [  3.48441870e-04  -2.96821797e-01  -3.01761103e-01  -7.41007980e-02
   -2.13053191e-01  -8.61269676e-02  -1.47145845e-02   1.58462115e-01
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 [  5.28887765e-02  -9.82735006e-02  -1.11339265e-01   6.16272943e-02
   -4.04038503e-01   3.13109279e-01   3.43683519e-01   2.03222781e-01
   -1.47836373e-01  -4.57497321e-02]
 [  1.59501566e-02   4.24369075e-02   1.28377425e-01   1.37018014e-01
   -6.82229988e-02   9.77873840e-02   1.02618353e-02  -4.18232899e-02
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 [  9.94639868e-02   5.50542947e-02  -4.67348480e-02  -1.25219359e-01
   -1.57523233e-01  -3.22863594e-01   1.58102843e-01   6.26716449e-03
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 [ -1.49048451e-01  -1.17909686e-01  -1.99713601e-01  -6.39225050e-03
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   -9.98492039e-04   4.80206850e-02]
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   -1.64023590e-01  -3.66194865e-01]
 [ -8.11666486e-03  -5.84225994e-01  -3.02551986e-02  -6.35483650e-02
    6.48321770e-01   9.45712241e-02   6.46977331e-01   9.12085882e-02
    3.83256942e-02  -3.86850288e-01]
 [  1.94324832e-02  -6.50875253e-01  -4.32671439e-02  -9.67535532e-02
    6.74703953e-01   1.70731542e-02   6.31049707e-01   4.84383790e-02
   -3.59392467e-01  -2.11217661e-01]
 [ -1.82733646e-01  -7.51557826e-01  -1.40463837e-02  -2.13715061e-01
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   -7.51824288e-02   8.96368713e-02]
 [ -3.12738122e-01  -5.99114441e-01   5.21715774e-02  -5.37619023e-02
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   -9.32399421e-02  -1.34824512e-01]
 [ -2.32023297e-01  -4.56913234e-01   2.43603391e-01  -2.67588235e-01
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   -2.79482655e-01  -4.59994286e-02]
 [ -1.69911488e-01  -3.25134281e-01  -1.94480451e-01  -1.49912725e-01
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   -5.05673398e-02  -1.63567031e-01]
 [  5.36626909e-02   2.81490603e-01   1.43849873e-01  -1.54395479e-01
   -3.06684733e-01   7.91853935e-02  -1.10609514e-01   2.75581086e-01
    9.13188255e-03   1.12013198e-01]
 [  3.70600710e-01   4.39621564e-01  -7.33462055e-02   2.84079455e-01
   -1.03042547e+00  -2.83227686e-01  -5.08094983e-01   1.77904128e-01
    4.03694474e-01   8.27563798e-03]
 [  7.49606012e-02   9.43377896e-02   2.65441319e-01   2.74982648e-01
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   -1.07345098e-01  -2.58058183e-01]
 [  3.98848925e-02  -1.36795741e-01  -1.17143989e-01  -4.39065477e-02
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 [  3.32466764e-02  -2.62651801e-02  -6.00828528e-02  -2.47978172e-02
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    6.30741515e-02   3.39597817e-02]
 [  5.75302292e-02   1.75161395e-01   2.51306161e-01   1.00409600e-01
   -1.02873403e-01  -1.59541904e-01  -4.75092436e-02   4.01786714e-02
   -1.65239352e-01   1.38696597e-01]
 [  1.04866485e-01   1.22667281e-01   1.15270368e-01   2.70990700e-02
   -1.16694664e-01   4.41903987e-02  -8.75929094e-02  -2.70678298e-01
    9.40148412e-03  -5.50777278e-02]
 [  1.31672977e-02   1.80555604e-01   9.00545307e-02  -3.36310581e-02
    1.50010130e-02   1.62495831e-01  -5.75298802e-02   1.18189046e-01
   -5.98074623e-03   1.92941268e-01]
 [  2.39732562e-01   1.18000300e-01   3.10116861e-02   7.44900588e-02
    6.13500485e-02  -3.85130624e-02  -3.12679832e-01   1.47950208e-01
   -4.73090089e-02  -1.36164064e-02]
 [  5.69244208e-02   1.16186957e-01   2.05910684e-02   5.06068850e-02
   -4.68628297e-01  -1.31548210e-01  -2.78975917e-01   4.11358545e-02
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 [  5.29409816e-02   4.56468940e-01   1.28481465e-01   4.56679455e-01
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   -1.56514161e+00  -5.83588592e-02  -3.11479837e-01   1.48330108e-01
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 [  1.84162189e-01   2.92793542e-01   2.29478391e-01   8.90730599e-02
   -8.12483961e-01   1.08714359e-01  -1.14323639e-01   1.57207985e-01
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 [ -1.02415322e-01   2.27623746e-01   2.30400498e-01  -2.14878709e-02
   -2.06085438e-01   1.47203436e-01  -5.01204682e-02  -1.80634772e-02
   -6.15274687e-02   1.37388431e-02]
 [ -1.19441639e-01  -1.52119995e-02   1.68994359e-02   6.46618218e-02
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   -2.94297651e-01  -1.14399349e-01]
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   -2.09432256e-01   3.29077943e-02]
 [  8.09345937e-03  -5.10284645e-01  -1.29149089e-01  -1.65553120e-01
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   -1.67967601e-01  -2.25127531e-01]
 [ -4.95938996e-02  -5.58722226e-01  -2.20162555e-01  -2.89412504e-01
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   -4.16117531e-02  -4.04984574e-01]
 [ -5.98317098e-02  -1.04686561e-01   2.88144904e-01   1.00524941e-01
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   -3.97261044e-02   2.59394031e-02]
 [ -2.73258961e-01  -3.64885809e-02   4.08013728e-02   8.04750961e-02
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   -5.59947822e-03   1.54956379e-01]
 [  1.89796857e-01  -5.26842007e-02  -2.11353561e-01   2.28596240e-02
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    5.79896117e-02  -1.12393889e-01]
 [  2.79819817e-01  -2.15456155e-01   9.12012900e-02   8.80972055e-02
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    1.87362507e-01  -7.32410094e-02]
 [ -8.23444182e-02  -1.26087435e-01   1.28366843e-01   1.32960055e-01
    4.20662009e-02  -1.26680329e-01   1.65321064e-01  -7.93206049e-02
    1.87424095e-01   2.68039962e-02]
 [ -1.77821124e-01  -3.90205550e-01   1.26566031e-01  -5.94354430e-01
   -9.49229205e-01   2.15971622e-01   3.56399174e-01  -1.42108352e-01
   -1.65097002e-01   2.92115369e-02]]
[[ 0.59729288]
 [ 2.12418069]
 [ 0.2090997 ]
 [ 1.00627878]
 [-3.21674722]
 [-0.43080078]
 [-2.01129147]
 [ 0.02959501]
 [ 0.64360876]
 [ 0.80752487]]
Progress: 96.8% ... Training loss: 0.211 ... Validation loss: 0.381[[  2.37303810e-01   8.59946673e-01  -7.36373815e-02   1.73478958e-01
    7.85150009e-02  -1.01901794e-01  -5.18463850e-02   1.18236776e-01
    1.98460843e-02   3.47589572e-01]
 [  1.17123373e-02   9.77582747e-02  -2.01546412e-02   4.89231611e-02
   -4.21655857e-02  -8.52824206e-03   3.49422031e-01   3.99555051e-02
    1.50993997e-01  -2.14618681e-02]
 [  1.86098644e-01   3.74770068e-01  -1.28508859e-02  -1.45228851e-01
    8.35845824e-01  -6.60821751e-04  -1.25122599e+00  -5.01351514e-02
    3.29580592e-02   2.74361104e-01]
 [ -3.92141768e-02  -4.41583578e-01  -2.16872242e-01   1.99093230e-01
   -3.80861512e-01   2.10687260e-01   4.48189074e-01   5.46827624e-02
    4.51135029e-02   2.52956487e-01]
 [ -5.97649814e-02  -4.87489991e-02  -1.35948152e-01   5.61263951e-02
   -1.38188672e-01  -2.03517714e-01   1.43178174e-01  -1.11779587e-01
   -1.81714850e-01  -8.70822053e-02]
 [ -3.76185232e-01  -7.27299281e-01  -2.99373103e-01   1.48793469e-01
   -4.76023798e-01   1.80318236e-02   4.31863839e-01  -4.28415021e-02
   -3.24735149e-02  -4.40541689e-02]
 [ -3.64504361e-02  -5.25385397e-01  -1.72185036e-04   2.18962102e-02
   -3.85532830e-01  -6.22141810e-02   1.77332836e-01  -1.98691169e-01
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 [  5.46944010e-02  -6.48545071e-01   6.32876808e-03  -1.61412487e-01
   -5.18315948e-01  -1.90141151e-02   2.18362924e-01   1.05016005e-01
    1.68298770e-02  -8.34722357e-02]
 [ -1.60934973e-01  -2.41338594e-01  -2.92758616e-01  -2.53199334e-03
   -2.78527167e-01   4.91955310e-02  -2.03022928e-02  -3.11754111e-02
    3.06809159e-01  -1.09121792e-01]
 [  1.75420168e-02  -6.45333164e-01   5.63840608e-02  -1.59755969e-01
   -6.80187723e-01  -1.07678695e-01   2.06841356e-01  -1.28398603e-01
   -3.31941868e-02   1.03238352e-02]
 [ -6.53758685e-02  -3.65362359e-01   1.45132593e-02  -1.12520340e-01
   -4.74136332e-01  -1.71261347e-02   2.97488820e-01  -1.03475367e-01
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[[ 0.59656291]
 [ 2.1211202 ]
 [ 0.20920088]
 [ 1.01068477]
 [-3.22120062]
 [-0.42673152]
 [-1.99943914]
 [ 0.03201406]
 [ 0.64609674]
 [ 0.808836  ]]
Progress: 96.9% ... Training loss: 0.212 ... Validation loss: 0.384[[  2.38166502e-01   8.63942132e-01  -7.32949695e-02   1.74795164e-01
    7.64698457e-02  -1.02664532e-01  -5.57400996e-02   1.18285850e-01
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 [  1.88284702e-01   3.79689366e-01  -1.21256006e-02  -1.41692859e-01
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   -2.00268214e-01  -2.42603465e-01]
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 [ -8.14067672e-02  -1.24449497e-01   1.28703095e-01   1.34444179e-01
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    1.88380222e-01   2.78642168e-02]
 [ -1.77752742e-01  -3.89311390e-01   1.26605064e-01  -5.94049789e-01
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   -1.64967920e-01   2.92611911e-02]]
[[ 0.6020451 ]
 [ 2.12405751]
 [ 0.21402705]
 [ 1.01436382]
 [-3.217601  ]
 [-0.42050415]
 [-1.99524005]
 [ 0.03608897]
 [ 0.65211335]
 [ 0.8153949 ]]
Progress: 97.0% ... Training loss: 0.211 ... Validation loss: 0.384[[  2.40928983e-01   8.75087346e-01  -7.22275690e-02   1.79583767e-01
    6.53118241e-02  -1.04611505e-01  -6.37689266e-02   1.18462529e-01
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   -4.81601048e-02  -9.15702334e-03   3.47475779e-01   4.00067030e-02
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 [  1.91368597e-01   3.90674886e-01  -1.09199499e-02  -1.36527828e-01
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    3.88782186e-02   2.81481398e-01]
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   -3.21191841e-02  -4.36265926e-02]
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   -2.00449444e-01  -2.42843646e-01]
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   -1.67439429e-01  -2.24465989e-01]
 [ -4.67846967e-02  -5.49269968e-01  -2.19152112e-01  -2.84892526e-01
   -9.63792045e-01   4.95263648e-02   4.54540191e-01  -1.76515905e-01
   -3.84475880e-02  -4.01345912e-01]
 [ -5.86174610e-02  -1.01331627e-01   2.88557975e-01   1.02710666e-01
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   -3.85923008e-02   2.74317408e-02]
 [ -2.72401579e-01  -3.45337816e-02   4.11055404e-02   8.18625229e-02
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   -4.73776109e-03   1.55988396e-01]
 [  1.89588814e-01  -5.35434522e-02  -2.11388983e-01   2.25426325e-02
    1.82088315e-01  -3.39168891e-01   1.26937535e-02  -1.62370094e-01
    5.77220986e-02  -1.12637767e-01]
 [  2.78864257e-01  -2.18902143e-01   9.08180248e-02   8.62278755e-02
    1.62405486e-01  -8.74185680e-02  -1.83703681e-02  -1.31086831e-01
    1.86214332e-01  -7.47233303e-02]
 [ -8.14633183e-02  -1.24898976e-01   1.28676593e-01   1.34331194e-01
    4.01326493e-02  -1.27428660e-01   1.62847090e-01  -7.92745290e-02
    1.88329456e-01   2.77911955e-02]
 [ -1.77544014e-01  -3.88042837e-01   1.26674617e-01  -5.93834102e-01
   -9.52563903e-01   2.15800269e-01   3.55173353e-01  -1.42093416e-01
   -1.64777670e-01   2.95118953e-02]]
[[ 0.614008  ]
 [ 2.13619019]
 [ 0.22410208]
 [ 1.02189842]
 [-3.21083412]
 [-0.41375112]
 [-1.99283858]
 [ 0.04388563]
 [ 0.66309751]
 [ 0.82641909]]
Progress: 97.0% ... Training loss: 0.216 ... Validation loss: 0.388[[  2.39705942e-01   8.72703448e-01  -7.27247739e-02   1.77441268e-01
    7.10876467e-02  -1.03749739e-01  -6.07777515e-02   1.18364484e-01
    2.25521796e-02   3.51060538e-01]
 [  1.21941676e-02   1.00271511e-01  -1.99816710e-02   4.99082632e-02
   -4.79994577e-02  -8.93268248e-03   3.48273119e-01   3.99827308e-02
    1.51601222e-01  -2.08632342e-02]
 [  1.91576959e-01   3.90997208e-01  -1.08427810e-02  -1.36033775e-01
    8.19270617e-01  -4.69546657e-03  -1.26391021e+00  -4.97933249e-02
    3.91757378e-02   2.82187493e-01]
 [ -4.36511695e-02  -4.51361163e-01  -2.18524938e-01   1.92448221e-01
   -3.67924020e-01   2.14032469e-01   4.56426315e-01   5.43602413e-02
    4.01439725e-02   2.46926706e-01]
 [ -6.16176479e-02  -5.39544713e-02  -1.36635109e-01   5.20804905e-02
   -1.30054602e-01  -2.02281413e-01   1.47698929e-01  -1.11889377e-01
   -1.83900395e-01  -8.97317589e-02]
 [ -3.76722413e-01  -7.28158460e-01  -2.99586409e-01   1.47778323e-01
   -4.76068765e-01   1.84084514e-02   4.31016066e-01  -4.28974786e-02
   -3.32050594e-02  -4.50747170e-02]
 [ -3.47499568e-02  -5.20853186e-01   3.64558408e-04   2.44054661e-02
   -3.92511458e-01  -6.34938720e-02   1.72086839e-01  -1.98607465e-01
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 [  5.49873823e-02  -6.44896986e-01   6.50083487e-03  -1.60466054e-01
   -5.22359192e-01  -1.94424819e-02   2.16099396e-01   1.05028143e-01
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 [ -1.62488949e-01  -2.44365556e-01  -2.93309770e-01  -5.27765599e-03
   -2.73792752e-01   5.03266100e-02  -1.79063652e-02  -3.12900278e-02
    3.05207364e-01  -1.11315725e-01]
 [  1.70290883e-02  -6.42690969e-01   5.61982745e-02  -1.60828800e-01
   -6.82472752e-01  -1.07513615e-01   2.05240328e-01  -1.28467370e-01
   -3.36268725e-02   9.74213670e-03]
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   -4.77299621e-01  -1.78212693e-02   2.93010845e-01  -1.03444737e-01
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 [ -1.71902591e-01  -5.28602811e-01  -8.19261514e-02   3.35364225e-03
   -2.47091599e-01   1.20623789e-01   3.81209050e-01  -2.12151403e-02
   -2.01062256e-01  -2.43605175e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93403832e-01  -3.68401973e-01   9.15946028e-02   1.98221921e-01
   -1.84312897e-01  -6.08317353e-02   1.33259235e-01  -2.63684407e-01
   -2.96950007e-01  -1.25121349e-01]
 [  8.40152451e-02  -2.95289056e-01  -2.87396730e-02   8.58344931e-02
   -8.68403687e-02  -8.81957710e-02   3.49803780e-01  -4.78550153e-04
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 [  3.23443881e-02  -1.68200003e-01  -2.12821846e-01   1.27546712e-01
   -4.58355620e-02   7.36028583e-02  -2.73505760e-04  -2.12722341e-02
   -9.25720182e-02  -7.91949785e-03]
 [ -1.27166780e-01  -1.52720243e-01  -2.02987452e-01   1.40750867e-01
   -6.35361715e-02   1.35244476e-01  -4.12670705e-02  -2.52755342e-01
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 [ -5.96895931e-02  -1.69682099e-01   2.78524600e-01   1.06627753e-01
   -6.42891753e-02  -6.91139948e-02  -4.56660580e-02   1.19956719e-01
    9.37991196e-02   8.12682769e-02]
 [  6.59990762e-02  -1.13429858e-01   8.46701592e-02   6.98742197e-02
   -2.03487439e-01  -1.09104049e-02   1.06115792e-01   1.17184706e-01
   -3.05311596e-02  -5.60662336e-02]
 [ -1.34526888e-03  -3.03159612e-01  -3.02375692e-01  -7.64008682e-02
   -2.06994821e-01  -8.49820654e-02  -1.20340220e-02   1.58361587e-01
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 [  5.28340353e-02  -9.75951203e-02  -1.11373379e-01   6.12925801e-02
   -4.03467196e-01   3.13148519e-01   3.43837488e-01   2.03211446e-01
   -1.47964148e-01  -4.58466140e-02]
 [  1.77348809e-02   5.07786830e-02   1.29112860e-01   1.40545007e-01
   -7.70899100e-02   9.63546881e-02   4.49693033e-03  -4.17173510e-02
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 [  9.93998910e-02   5.53985991e-02  -4.67791820e-02  -1.25571936e-01
   -1.56344511e-01  -3.22737412e-01   1.57685736e-01   6.25081352e-03
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   -1.65514238e-01  -2.01543264e-01   3.91932168e-02  -2.21672021e-02
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 [ -1.49455982e-01  -1.19207334e-01  -1.99894938e-01  -7.21817204e-03
   -4.09840147e-01  -9.02533840e-03   6.22312442e-02  -2.59115776e-02
   -1.58161549e-03   4.73427855e-02]
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   -1.64085305e-01  -3.66387041e-01]
 [ -7.64500447e-03  -5.83910327e-01  -3.01141678e-02  -6.27830311e-02
    6.46523182e-01   9.42542914e-02   6.45798804e-01   9.12249762e-02
    3.88086515e-02  -3.86308243e-01]
 [  1.89719676e-02  -6.52519129e-01  -4.34378843e-02  -9.75609414e-02
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   -3.59903769e-01  -2.11814910e-01]
 [ -1.82907763e-01  -7.51965775e-01  -1.41190903e-02  -2.14010765e-01
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   -7.54013238e-02   8.93647644e-02]
 [ -3.13096647e-01  -6.00291418e-01   5.20645074e-02  -5.41954421e-02
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   -9.35729664e-02  -1.35269637e-01]
 [ -2.32135573e-01  -4.57508875e-01   2.43568480e-01  -2.67700384e-01
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   -2.79568388e-01  -4.61579139e-02]
 [ -1.70843646e-01  -3.27512290e-01  -1.94807297e-01  -1.51284274e-01
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   -5.15366923e-02  -1.64685202e-01]
 [  5.40033742e-02   2.83204251e-01   1.43945657e-01  -1.53522568e-01
   -3.07959495e-01   7.89763440e-02  -1.12662633e-01   2.75598572e-01
    9.38974471e-03   1.12352110e-01]
 [  3.70627704e-01   4.41060008e-01  -7.33079327e-02   2.84227475e-01
   -1.03220976e+00  -2.83261520e-01  -5.09634288e-01   1.77904971e-01
    4.03694307e-01   8.37183250e-03]
 [  7.45324342e-02   9.33869706e-02   2.65274751e-01   2.74158864e-01
    2.24980200e-02  -2.13127854e-01  -1.77757811e-01  -1.31487060e-01
   -1.07834103e-01  -2.58678333e-01]
 [  4.07676330e-02  -1.34632635e-01  -1.16836954e-01  -4.25061022e-02
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 [  3.44749480e-02  -2.21023088e-02  -5.96450245e-02  -2.28985923e-02
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    6.44350367e-02   3.55006525e-02]
 [  5.76390766e-02   1.75344394e-01   2.51304438e-01   1.00435986e-01
   -1.00743473e-01  -1.59628040e-01  -4.80442439e-02   4.01852363e-02
   -1.65158992e-01   1.38842200e-01]
 [  1.06257929e-01   1.26865101e-01   1.15766490e-01   2.90647067e-02
   -1.19389726e-01   4.32068875e-02  -9.09866652e-02  -2.70614246e-01
    1.08099972e-02  -5.33373549e-02]
 [  1.38386676e-02   1.82492766e-01   9.02823528e-02  -3.27878043e-02
    1.32076639e-02   1.62010887e-01  -5.84093352e-02   1.18232015e-01
   -5.25445654e-03   1.93823003e-01]
 [  2.39509756e-01   1.16951697e-01   3.09054982e-02   7.38689542e-02
    6.29704394e-02  -3.84085302e-02  -3.12811293e-01   1.47927349e-01
   -4.76438227e-02  -1.40868234e-02]
 [  5.62435697e-02   1.14261494e-01   2.03270978e-02   4.93940745e-02
   -4.65264381e-01  -1.31024714e-01  -2.77419661e-01   4.10878572e-02
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 [  5.21014816e-02   4.54304363e-01   1.28170806e-01   4.55244707e-01
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 [  1.41540243e-01   4.39231217e-01   6.09672447e-02   4.02960735e-01
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 [  1.84069835e-01   2.93145057e-01   2.29466824e-01   8.93090977e-02
   -8.14714281e-01   1.08710555e-01  -1.15018436e-01   1.57202733e-01
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 [ -1.03203469e-01   2.25585411e-01   2.30160270e-01  -2.27196765e-02
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   -6.22812977e-02   1.27821629e-02]
 [ -1.19357861e-01  -1.43099220e-02   1.69363500e-02   6.48210926e-02
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   -2.94187644e-01  -1.14226939e-01]
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   -2.09110347e-01   3.32893244e-02]
 [  8.33287914e-03  -5.10332050e-01  -1.29077479e-01  -1.65210527e-01
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   -1.67722605e-01  -2.24808897e-01]
 [ -4.56823628e-02  -5.45281801e-01  -2.18750414e-01  -2.83109736e-01
   -9.68318855e-01   4.87863680e-02   4.51643570e-01  -1.76439130e-01
   -3.71635973e-02  -3.99846395e-01]
 [ -5.94873942e-02  -1.03622877e-01   2.88204050e-01   1.01158423e-01
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   -3.95982645e-02   2.61405370e-02]
 [ -2.73296270e-01  -3.72479344e-02   4.07668308e-02   8.03079322e-02
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   -5.72482581e-03   1.54841989e-01]
 [  1.89001198e-01  -5.52370741e-02  -2.11574286e-01   2.16427564e-02
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    5.70696619e-02  -1.13387583e-01]
 [  2.78116646e-01  -2.20955313e-01   9.05411295e-02   8.50122303e-02
    1.65949649e-01  -8.69115778e-02  -1.64625713e-02  -1.31140864e-01
    1.85384589e-01  -7.57262147e-02]
 [ -8.24428022e-02  -1.27781604e-01   1.28323025e-01   1.32680139e-01
    4.44717344e-02  -1.26790804e-01   1.65130622e-01  -7.93446776e-02
    1.87297551e-01   2.65307733e-02]
 [ -1.78598345e-01  -3.90698995e-01   1.26260147e-01  -5.95423614e-01
   -9.50235626e-01   2.16516867e-01   3.58113899e-01  -1.42170954e-01
   -1.65898112e-01   2.81456934e-02]]
[[ 0.60168297]
 [ 2.13146349]
 [ 0.21167411]
 [ 1.00725644]
 [-3.21885257]
 [-0.42662826]
 [-2.01221122]
 [ 0.03012104]
 [ 0.64750688]
 [ 0.81105563]]
Progress: 97.0% ... Training loss: 0.210 ... Validation loss: 0.378[[  2.39609869e-01   8.72984269e-01  -7.27698224e-02   1.77324182e-01
    7.01547272e-02  -1.03681316e-01  -6.01716350e-02   1.18356758e-01
    2.23091059e-02   3.50706989e-01]
 [  1.22173777e-02   1.00324368e-01  -1.99723131e-02   4.99489049e-02
   -4.81426839e-02  -8.95235266e-03   3.48232158e-01   3.99841046e-02
    1.51628986e-01  -2.08302062e-02]
 [  1.90854751e-01   3.89180900e-01  -1.11528010e-02  -1.37346606e-01
    8.18941336e-01  -4.13982050e-03  -1.26362514e+00  -4.98395552e-02
    3.81797294e-02   2.80920136e-01]
 [ -4.23212295e-02  -4.45450694e-01  -2.17944427e-01   1.95045344e-01
   -3.74688933e-01   2.13186992e-01   4.52237409e-01   5.44270469e-02
    4.16483427e-02   2.48787924e-01]
 [ -6.52390664e-02  -6.55973701e-02  -1.37973485e-01   4.59949613e-02
   -1.21737283e-01  -1.99842491e-01   1.57234213e-01  -1.12078724e-01
   -1.87886400e-01  -9.47813181e-02]
 [ -3.76602446e-01  -7.29223613e-01  -2.99541561e-01   1.47933967e-01
   -4.75774509e-01   1.82166924e-02   4.32159433e-01  -4.28881194e-02
   -3.30418195e-02  -4.48978744e-02]
 [ -3.49336986e-02  -5.21254898e-01   3.04257696e-04   2.41848444e-02
   -3.94317480e-01  -6.33304432e-02   1.72448697e-01  -1.98617141e-01
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 [  5.41260686e-02  -6.47052773e-01   6.18476248e-03  -1.62058847e-01
   -5.20524331e-01  -1.88157925e-02   2.17919951e-01   1.04978691e-01
    1.62545763e-02  -8.40282971e-02]
 [ -1.62602062e-01  -2.44399214e-01  -2.93310295e-01  -5.40061304e-03
   -2.75562592e-01   5.04059430e-02  -1.78351040e-02  -3.12943398e-02
    3.05101466e-01  -1.11463796e-01]
 [  1.68027846e-02  -6.43234012e-01   5.60959365e-02  -1.61346267e-01
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[[ 0.59841897]
 [ 2.12837162]
 [ 0.20888441]
 [ 1.00426068]
 [-3.21872853]
 [-0.428426  ]
 [-2.01634692]
 [ 0.02791968]
 [ 0.64452612]
 [ 0.80840571]]
Progress: 97.1% ... Training loss: 0.211 ... Validation loss: 0.381[[  2.40013644e-01   8.75033847e-01  -7.26166065e-02   1.77855257e-01
    7.04630386e-02  -1.04041097e-01  -6.25581033e-02   1.18377687e-01
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    3.59209830e-02   2.78135817e-01]
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   -2.01440217e-01  -2.44109388e-01]
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 [ -8.15937033e-02  -1.26076477e-01   1.28647496e-01   1.34115142e-01
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 [ -1.79139102e-01  -3.91577598e-01   1.26079890e-01  -5.96138627e-01
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   -1.66403296e-01   2.75529074e-02]]
[[ 0.59793959]
 [ 2.12637333]
 [ 0.20882873]
 [ 1.00720513]
 [-3.21860762]
 [-0.42628534]
 [-2.00900585]
 [ 0.0302139 ]
 [ 0.64549873]
 [ 0.809988  ]]
Progress: 97.2% ... Training loss: 0.212 ... Validation loss: 0.383[[  2.41357989e-01   8.81853256e-01  -7.20134346e-02   1.80986678e-01
    5.96682857e-02  -1.05079436e-01  -6.55255972e-02   1.18464282e-01
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   -5.11839043e-02  -9.13890172e-03   3.47627924e-01   4.00005920e-02
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 [  1.91175530e-01   3.92458030e-01  -1.08685450e-02  -1.35767403e-01
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    3.89774777e-02   2.81965709e-01]
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   -3.33456618e-02  -4.52173479e-02]
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   -2.01463428e-01  -2.44190241e-01]
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   -2.93752530e-01  -1.13689729e-01]
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   -2.09441939e-01   3.29105083e-02]
 [  8.21954376e-03  -5.10989195e-01  -1.29111469e-01  -1.65346242e-01
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   -1.67838065e-01  -2.24933001e-01]
 [ -4.90154494e-02  -5.54910331e-01  -2.19957693e-01  -2.88727404e-01
   -9.62953949e-01   5.12585575e-02   4.61654668e-01  -1.76615282e-01
   -4.07143415e-02  -4.04376602e-01]
 [ -5.79991225e-02  -9.91375116e-02   2.88748113e-01   1.03785630e-01
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   -3.79714610e-02   2.80092233e-02]
 [ -2.72692616e-01  -3.62756703e-02   4.09839287e-02   8.12899164e-02
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   -5.05610760e-03   1.55727581e-01]
 [  1.88431147e-01  -5.71341773e-02  -2.11727082e-01   2.09590891e-02
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    5.66389340e-02  -1.13895027e-01]
 [  2.79593012e-01  -2.16317837e-01   9.10894882e-02   8.76824435e-02
    1.58562336e-01  -8.80753236e-02  -2.19115700e-02  -1.31061797e-01
    1.86959406e-01  -7.38224738e-02]
 [ -8.10087683e-02  -1.24654263e-01   1.28856049e-01   1.35114087e-01
    3.91936428e-02  -1.27852092e-01   1.61447691e-01  -7.92713660e-02
    1.88701210e-01   2.85176682e-02]
 [ -1.79622972e-01  -3.92461569e-01   1.25920621e-01  -5.96895338e-01
   -9.50097602e-01   2.17189932e-01   3.59538156e-01  -1.42218668e-01
   -1.66972935e-01   2.69263339e-02]]
[[ 0.60553988]
 [ 2.13647208]
 [ 0.21354096]
 [ 1.01040734]
 [-3.21166976]
 [-0.42502008]
 [-2.01364672]
 [ 0.03323559]
 [ 0.65031001]
 [ 0.81499903]]
Progress: 97.2% ... Training loss: 0.211 ... Validation loss: 0.381[[  2.41649138e-01   8.84062311e-01  -7.19018356e-02   1.81212619e-01
    5.63138773e-02  -1.05274377e-01  -6.57674709e-02   1.18480877e-01
    2.47522479e-02   3.53927453e-01]
 [  1.24990474e-02   1.01494687e-01  -1.98712812e-02   5.04588221e-02
   -5.11839043e-02  -9.13890172e-03   3.47627924e-01   4.00005920e-02
    1.51938689e-01  -2.04841407e-02]
 [  1.92474948e-01   3.96599472e-01  -1.04111743e-02  -1.33702450e-01
    8.01458252e-01  -5.40732416e-03  -1.26834438e+00  -4.97179312e-02
    4.04482818e-02   2.83812823e-01]
 [ -4.46675805e-02  -4.51865821e-01  -2.18806177e-01   1.91191421e-01
   -3.65930269e-01   2.14997041e-01   4.57566985e-01   5.42642154e-02
    3.93113996e-02   2.46002866e-01]
 [ -6.29065470e-02  -6.02810751e-02  -1.37067909e-01   4.98268127e-02
   -1.29106164e-01  -2.01704407e-01   1.50312890e-01  -1.11938045e-01
   -1.85288969e-01  -9.14844132e-02]
 [ -3.76753692e-01  -7.30079987e-01  -2.99636726e-01   1.47475992e-01
   -4.75212957e-01   1.82312596e-02   4.32680966e-01  -4.28958895e-02
   -3.32984036e-02  -4.52283948e-02]
 [ -3.54921593e-02  -5.21779600e-01   1.10114659e-04   2.30550091e-02
   -3.97063985e-01  -6.29541720e-02   1.73402781e-01  -1.98646172e-01
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 [  5.45029045e-02  -6.44233314e-01   6.43883181e-03  -1.60458345e-01
   -5.30028858e-01  -1.92332379e-02   2.15497997e-01   1.05012680e-01
    1.69438324e-02  -8.29419067e-02]
 [ -1.61761447e-01  -2.43060628e-01  -2.93001783e-01  -3.90092409e-03
   -2.78864157e-01   4.98125756e-02  -1.91346896e-02  -3.12525434e-02
    3.05930096e-01  -1.10295168e-01]
 [  2.02679574e-02  -6.30695958e-01   5.73802489e-02  -1.54834255e-01
   -6.99689496e-01  -1.09985406e-01   1.97142219e-01  -1.28291122e-01
   -3.00848237e-02   1.39478782e-02]
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   -4.72429598e-01  -1.58872991e-02   3.01321762e-01  -1.03590390e-01
    1.88599474e-02  -6.98976288e-02]
 [ -1.72679004e-01  -5.31372368e-01  -8.21739786e-02   2.28037563e-03
   -2.51182665e-01   1.21219328e-01   3.82147361e-01  -2.12608312e-02
   -2.01938776e-01  -2.44790083e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93591812e-01  -3.69016380e-01   9.15216794e-02   1.97984449e-01
   -1.83435610e-01  -6.07256567e-02   1.33744382e-01  -2.63694133e-01
   -2.97159057e-01  -1.25410856e-01]
 [  8.34719738e-02  -2.97697430e-01  -2.89327691e-02   8.47900912e-02
   -8.47784757e-02  -8.79311929e-02   3.52404787e-01  -5.04977867e-04
    5.51848161e-03  -2.71925204e-02]
 [  3.28470524e-02  -1.67469335e-01  -2.12672575e-01   1.28206762e-01
   -4.68499592e-02   7.31816747e-02  -9.57078413e-04  -2.12428026e-02
   -9.20648201e-02  -7.30375165e-03]
 [ -1.27607932e-01  -1.54655419e-01  -2.03151111e-01   1.39995061e-01
   -6.37502235e-02   1.35531486e-01  -4.11770834e-02  -2.52783503e-01
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 [ -6.02999810e-02  -1.70557390e-01   2.78320805e-01   1.05401969e-01
   -6.63001077e-02  -6.86970676e-02  -4.37420201e-02   1.19930717e-01
    9.33039089e-02   8.04416872e-02]
 [  6.65141821e-02  -1.11497383e-01   8.48945515e-02   7.10913705e-02
   -2.08426469e-01  -1.12323431e-02   1.03961565e-01   1.17212912e-01
   -2.98300733e-02  -5.51667974e-02]
 [ -5.96278403e-04  -3.01119052e-01  -3.02103343e-01  -7.46385668e-02
   -2.10806636e-01  -8.55141598e-02  -1.48566329e-02   1.58402605e-01
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 [  5.24025634e-02  -9.80089678e-02  -1.11479922e-01   6.04891999e-02
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   -1.48412216e-01  -4.65054500e-02]
 [  1.78659668e-02   5.31658345e-02   1.29181540e-01   1.40964393e-01
   -8.24166476e-02   9.62788705e-02   3.42743249e-03  -4.17102881e-02
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 [  9.90216961e-02   5.43814246e-02  -4.68817163e-02  -1.26115218e-01
   -1.56678472e-01  -3.22469650e-01   1.59083283e-01   6.23163951e-03
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 [ -1.20376126e-01  -1.83794091e-01  -2.08654918e-02  -5.50328933e-04
   -1.66015782e-01  -2.01533986e-01   3.97611268e-02  -2.21676144e-02
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 [ -1.49209017e-01  -1.19074909e-01  -1.99815646e-01  -6.87214914e-03
   -4.10534230e-01  -9.19844692e-03   6.17296957e-02  -2.59022935e-02
   -1.37275025e-03   4.77007925e-02]
 [ -1.42361255e-02  -2.56601013e-01  -7.03542425e-02  -1.03065849e-01
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   -1.64090178e-01  -3.66393552e-01]
 [ -6.88723251e-03  -5.82975673e-01  -2.98640240e-02  -6.14815202e-02
    6.43250044e-01   9.37209684e-02   6.44203864e-01   9.12653837e-02
    3.96455725e-02  -3.85311866e-01]
 [  1.92203618e-02  -6.52656691e-01  -4.33609676e-02  -9.71463375e-02
    6.75420105e-01   1.72493767e-02   6.31710759e-01   4.84143567e-02
   -3.59662032e-01  -2.11480499e-01]
 [ -1.83016847e-01  -7.52647039e-01  -1.41538826e-02  -2.14153925e-01
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   -7.55072266e-02   8.93071470e-02]
 [ -3.13264696e-01  -6.00987656e-01   5.20141633e-02  -5.44168623e-02
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   -9.37235829e-02  -1.35432270e-01]
 [ -2.32870820e-01  -4.59353848e-01   2.43316148e-01  -2.68771098e-01
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   -2.80315900e-01  -4.69865224e-02]
 [ -1.71749085e-01  -3.29454343e-01  -1.95112704e-01  -1.52700430e-01
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   -5.25314997e-02  -1.65886305e-01]
 [  5.42193578e-02   2.85732409e-01   1.44043817e-01  -1.52554539e-01
   -3.11903695e-01   7.87791438e-02  -1.15345158e-01   2.75607157e-01
    9.56942502e-03   1.12536065e-01]
 [  3.70738519e-01   4.43420456e-01  -7.32241294e-02   2.84124414e-01
   -1.03517388e+00  -2.83345850e-01  -5.08664884e-01   1.77910670e-01
    4.03933075e-01   8.32207355e-03]
 [  7.48591417e-02   9.39168380e-02   2.65401556e-01   2.74705540e-01
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   -1.07488800e-01  -2.58231031e-01]
 [  4.15590987e-02  -1.33573506e-01  -1.16579413e-01  -4.12485401e-02
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    4.76829509e-02   2.29319031e-01]
 [  3.57120665e-02  -1.75999127e-02  -5.91947232e-02  -2.10093308e-02
    6.60071590e-02  -2.04231173e-01  -4.74801863e-02   1.13069662e-02
    6.58171179e-02   3.70887739e-02]
 [  5.69283732e-02   1.73016133e-01   2.51047995e-01   9.92233888e-02
   -9.69818757e-02  -1.59160306e-01  -4.59635355e-02   4.01484809e-02
   -1.65943731e-01   1.37808983e-01]
 [  1.06324083e-01   1.27089240e-01   1.15787978e-01   2.90905296e-02
   -1.18831783e-01   4.31553961e-02  -9.18257693e-02  -2.70612509e-01
    1.08038596e-02  -5.32854538e-02]
 [  1.47293648e-02   1.85079599e-01   9.05681646e-02  -3.17242049e-02
    1.08142903e-02   1.61357815e-01  -6.07418392e-02   1.18275879e-01
   -4.32599698e-03   1.94857732e-01]
 [  2.39822442e-01   1.17535966e-01   3.10325472e-02   7.42834301e-02
    6.32072978e-02  -3.86346453e-02  -3.13836087e-01   1.47943906e-01
   -4.72982670e-02  -1.36888922e-02]
 [  5.58880350e-02   1.13238380e-01   2.01855198e-02   4.87141670e-02
   -4.64747159e-01  -1.30756964e-01  -2.75176003e-01   4.10673984e-02
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 [  5.01995608e-02   4.48144479e-01   1.27524199e-01   4.52133797e-01
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 [  1.41189938e-01   4.38066526e-01   6.08428317e-02   4.02623301e-01
   -1.56808069e+00  -5.82439417e-02  -3.12031333e-01   1.48324276e-01
    1.93431138e-01   4.19170488e-01]
 [  1.83647759e-01   2.92377872e-01   2.29355948e-01   8.88705719e-02
   -8.17753102e-01   1.09017693e-01  -1.13963616e-01   1.57188525e-01
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 [ -1.03603070e-01   2.24731145e-01   2.30015132e-01  -2.33463653e-02
   -2.04461400e-01   1.48018638e-01  -4.65344586e-02  -1.81228321e-02
   -6.27109470e-02   1.22758739e-02]
 [ -1.18766959e-01  -1.20316611e-02   1.71611661e-02   6.59276173e-02
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   -2.93481463e-01  -1.13371233e-01]
 [ -2.26794654e-01  -9.85399787e-02  -9.54920626e-02  -3.44215441e-01
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   -2.09165799e-01   3.32268865e-02]
 [  8.37562925e-03  -5.10649989e-01  -1.29053244e-01  -1.65074059e-01
    3.63203091e-01   2.37125203e-02   2.21885500e-01   1.51481025e-01
   -1.67653566e-01  -2.24737886e-01]
 [ -4.91076364e-02  -5.54061130e-01  -2.19969303e-01  -2.88842452e-01
   -9.63776402e-01   5.13307268e-02   4.61623576e-01  -1.76619520e-01
   -4.07722111e-02  -4.04479481e-01]
 [ -5.79787535e-02  -9.95114522e-02   2.88759605e-01   1.03620984e-01
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   -3.79741012e-02   2.79637801e-02]
 [ -2.72651931e-01  -3.61550584e-02   4.09866410e-02   8.13481724e-02
    2.10511546e-01  -2.24423945e-01  -4.07650058e-02   2.37507662e-01
   -5.04318134e-03   1.55657638e-01]
 [  1.88990885e-01  -5.52936286e-02  -2.11512170e-01   2.19738229e-02
    1.80244006e-01  -3.38865354e-01   1.48934869e-02  -1.62397355e-01
    5.73036600e-02  -1.13061135e-01]
 [  2.79535796e-01  -2.16281922e-01   9.10793800e-02   8.76409117e-02
    1.58424159e-01  -8.80630050e-02  -2.19258950e-02  -1.31063325e-01
    1.86915819e-01  -7.38364360e-02]
 [ -8.11819518e-02  -1.25590281e-01   1.28803268e-01   1.34882435e-01
    3.94387643e-02  -1.27729154e-01   1.61960346e-01  -7.92808751e-02
    1.88549375e-01   2.82845617e-02]
 [ -1.80526195e-01  -3.94811465e-01   1.25564284e-01  -5.98624091e-01
   -9.51838251e-01   2.17803273e-01   3.62812726e-01  -1.42271067e-01
   -1.67961490e-01   2.57402442e-02]]
[[ 0.60471677]
 [ 2.13797881]
 [ 0.21199219]
 [ 1.00906822]
 [-3.21011267]
 [-0.42862734]
 [-2.02060435]
 [ 0.0308015 ]
 [ 0.6485175 ]
 [ 0.81361222]]
Progress: 97.2% ... Training loss: 0.211 ... Validation loss: 0.379[[  2.41673195e-01   8.84471344e-01  -7.18742773e-02   1.81377982e-01
    5.67014176e-02  -1.05286204e-01  -6.52964953e-02   1.18477370e-01
    2.47232066e-02   3.53760729e-01]
 [  1.24990474e-02   1.01494687e-01  -1.98712812e-02   5.04588221e-02
   -5.11839043e-02  -9.13890172e-03   3.47627924e-01   4.00005920e-02
    1.51938689e-01  -2.04841407e-02]
 [  1.89261235e-01   3.86840305e-01  -1.16367094e-02  -1.39228930e-01
    8.13023540e-01  -2.99456619e-03  -1.26172840e+00  -4.98941185e-02
    3.68185574e-02   2.78774078e-01]
 [ -4.39243834e-02  -4.49798732e-01  -2.18592171e-01   1.92266376e-01
   -3.72025952e-01   2.14552469e-01   4.58708545e-01   5.42950790e-02
    4.00468213e-02   2.46904001e-01]
 [ -6.33110625e-02  -6.17455895e-02  -1.37150242e-01   4.92158280e-02
   -1.25517551e-01  -2.01593780e-01   1.51335200e-01  -1.11946465e-01
   -1.85433432e-01  -9.19715905e-02]
 [ -3.75947709e-01  -7.28298177e-01  -2.99307497e-01   1.48980937e-01
   -4.78040971e-01   1.75597766e-02   4.31121716e-01  -4.28500854e-02
   -3.23552825e-02  -4.40267748e-02]
 [ -3.74877363e-02  -5.28156211e-01  -5.89201487e-04   1.99441524e-02
   -3.93743964e-01  -6.15747412e-02   1.79177255e-01  -1.98745075e-01
    1.74150789e-01   3.37936680e-02]
 [  5.47277888e-02  -6.43959278e-01   6.50888745e-03  -1.59970194e-01
   -5.29995354e-01  -1.93444671e-02   2.14328853e-01   1.05019578e-01
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    1.88186410e-01   2.78358840e-02]
 [ -1.82080489e-01  -4.00050190e-01   1.25019205e-01  -6.01030558e-01
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[[ 0.59511736]
 [ 2.13335548]
 [ 0.20488178]
 [ 1.0051297 ]
 [-3.21522363]
 [-0.43442912]
 [-2.02246203]
 [ 0.0247201 ]
 [ 0.63919007]
 [ 0.80603912]]
Progress: 97.3% ... Training loss: 0.210 ... Validation loss: 0.381[[  2.42639489e-01   8.87825844e-01  -7.15414593e-02   1.83043188e-01
    5.62718151e-02  -1.05993003e-01  -6.87972517e-02   1.18511742e-01
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    3.61057413e-02   2.77918500e-01]
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   -3.15886395e-02  -4.31207964e-02]
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   -2.02576206e-01  -2.45722822e-01]
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   -3.18862241e-02  -5.76856752e-02]
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   -1.63675345e-01  -3.65943428e-01]
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 [  2.79168830e-01  -2.17435798e-01   9.09484488e-02   8.70097310e-02
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 [ -8.10982606e-02  -1.25773735e-01   1.28826089e-01   1.35040860e-01
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    1.88609640e-01   2.83841378e-02]
 [ -1.82179499e-01  -4.00623881e-01   1.24996569e-01  -6.01078596e-01
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   -1.69789828e-01   2.35545752e-02]]
[[ 0.59851502]
 [ 2.13464653]
 [ 0.20958419]
 [ 1.01022475]
 [-3.21284184]
 [-0.4286753 ]
 [-2.01316771]
 [ 0.02918155]
 [ 0.64346368]
 [ 0.8110957 ]]
Progress: 97.3% ... Training loss: 0.210 ... Validation loss: 0.383[[  2.40110062e-01   8.80414362e-01  -7.24812092e-02   1.78985284e-01
    6.64801042e-02  -1.04178332e-01  -6.33609141e-02   1.18381786e-01
    2.29344008e-02   3.51279335e-01]
 [  1.32411821e-02   1.03988656e-01  -1.96113657e-02   5.17010685e-02
   -5.55672135e-02  -9.66397991e-03   3.45884503e-01   4.00347297e-02
    1.52797187e-01  -1.94461004e-02]
 [  1.88226412e-01   3.83715590e-01  -1.20679762e-02  -1.40436339e-01
    8.17906648e-01  -2.35803859e-03  -1.26426880e+00  -4.99467590e-02
    3.54942854e-02   2.77326932e-01]
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   -3.85740069e-01   2.14198212e-01   4.58825407e-01   5.43354135e-02
    4.11286482e-02   2.48408521e-01]
 [ -6.49919268e-02  -6.83519719e-02  -1.37753696e-01   4.61366927e-02
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   -1.87332433e-01  -9.44958119e-02]
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   -3.24443779e-02  -4.43838132e-02]
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   -2.51433449e-01   1.21786202e-01   3.84251653e-01  -2.13013583e-02
   -2.02711961e-01  -2.45872479e-01]
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   -2.96216431e-01  -1.24419318e-01]
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   -9.26070740e-02  -8.00556159e-03]
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   -3.20032807e-02  -5.78481484e-02]
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   -1.63624981e-01  -3.65880079e-01]
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 [  1.93955311e-02  -6.52926984e-01  -4.33002482e-02  -9.68960591e-02
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   -3.59491492e-01  -2.11288945e-01]
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 [  3.68831958e-01   4.37503076e-01  -7.39089134e-02   2.81102386e-01
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 [  7.44537627e-02   9.30808005e-02   2.65264563e-01   2.73998263e-01
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   -6.25816202e-02   1.24267127e-02]
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   -2.93952254e-01  -1.14001024e-01]
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   -1.68018501e-01  -2.25156458e-01]
 [ -4.89698105e-02  -5.54152689e-01  -2.19898628e-01  -2.88606294e-01
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   -4.05575693e-02  -4.04440278e-01]
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   -3.83062285e-02   2.75289680e-02]
 [ -2.71362503e-01  -3.27808566e-02   4.14257935e-02   8.34244911e-02
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   -3.65304366e-03   1.56970427e-01]
 [  1.89679103e-01  -5.54277367e-02  -2.11309599e-01   2.31401225e-02
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 [  2.79360300e-01  -2.17529450e-01   9.10089703e-02   8.73058954e-02
    1.61058780e-01  -8.79048689e-02  -2.07674798e-02  -1.31069307e-01
    1.86726922e-01  -7.42498933e-02]
 [ -8.16250381e-02  -1.27570326e-01   1.28640636e-01   1.34152925e-01
    4.11383096e-02  -1.27470906e-01   1.62785376e-01  -7.93043703e-02
    1.88036001e-01   2.77118546e-02]
 [ -1.82669853e-01  -4.01620521e-01   1.24795799e-01  -6.01825187e-01
   -9.48291069e-01   2.19357847e-01   3.66699276e-01  -1.42392433e-01
   -1.70337591e-01   2.28400757e-02]]
[[ 0.596654  ]
 [ 2.13193465]
 [ 0.20837731]
 [ 1.00800005]
 [-3.21489452]
 [-0.43019406]
 [-2.01521537]
 [ 0.02637141]
 [ 0.64330543]
 [ 0.80761653]]
Progress: 97.4% ... Training loss: 0.211 ... Validation loss: 0.384[[  2.40618670e-01   8.83623751e-01  -7.22772613e-02   1.79772341e-01
    6.77740200e-02  -1.04572343e-01  -6.46570392e-02   1.18407409e-01
    2.35284701e-02   3.52180456e-01]
 [  1.34206718e-02   1.04969214e-01  -1.95277531e-02   5.20764247e-02
   -5.69747447e-02  -9.79014081e-03   3.45426175e-01   4.00456735e-02
    1.53055506e-01  -1.91322095e-02]
 [  1.87404351e-01   3.81473235e-01  -1.23057902e-02  -1.41220007e-01
    8.17314400e-01  -1.82923246e-03  -1.26228943e+00  -4.99711020e-02
    3.48132496e-02   2.76360684e-01]
 [ -4.24050513e-02  -4.42846402e-01  -2.18020808e-01   1.94922895e-01
   -3.89138827e-01   2.13645946e-01   4.56725678e-01   5.43682000e-02
    4.20286675e-02   2.49418639e-01]
 [ -6.35458146e-02  -6.53644349e-02  -1.37295501e-01   4.83204264e-02
   -1.17842451e-01  -2.01649293e-01   1.50812954e-01  -1.11961502e-01
   -1.85784137e-01  -9.25393246e-02]
 [ -3.74516569e-01  -7.24369693e-01  -2.98850385e-01   1.51157281e-01
   -4.80664588e-01   1.65885745e-02   4.27797641e-01  -4.27983441e-02
   -3.09537736e-02  -4.23870468e-02]
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 [  5.39544312e-02  -6.46030868e-01   6.23156280e-03  -1.60628754e-01
   -5.29483655e-01  -1.88895335e-02   2.14819754e-01   1.04978291e-01
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   -2.72803535e-01   5.05260701e-02  -1.64824124e-02  -3.12987460e-02
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 [  1.85685728e-02  -6.37433981e-01   5.66645580e-02  -1.57432967e-01
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   -3.23115186e-02   1.08727011e-02]
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   -2.52622961e-01   1.21723077e-01   3.83787173e-01  -2.12971500e-02
   -2.02609681e-01  -2.45758433e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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 [ -2.92297975e-01  -3.65678514e-01   9.20091932e-02   2.00243359e-01
   -1.85576250e-01  -6.17256056e-02   1.31276009e-01  -2.63635412e-01
   -2.95786847e-01  -1.23819025e-01]
 [  8.36747031e-02  -2.96681149e-01  -2.88607383e-02   8.50422168e-02
   -8.63279295e-02  -8.80255161e-02   3.51644211e-01  -5.04175012e-04
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 [  3.25230171e-02  -1.68706511e-01  -2.12820328e-01   1.27571986e-01
   -4.49400625e-02   7.33526747e-02   6.98590575e-05  -2.12538582e-02
   -9.24044084e-02  -7.74310613e-03]
 [ -1.27266793e-01  -1.54580041e-01  -2.03037921e-01   1.40630533e-01
   -6.14600780e-02   1.35198942e-01  -4.22418466e-02  -2.52770389e-01
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 [ -6.09375731e-02  -1.73410512e-01   2.78067996e-01   1.04360028e-01
   -6.56418508e-02  -6.82763676e-02  -4.13301086e-02   1.19895009e-01
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 [  6.44391993e-02  -1.18205773e-01   8.41272237e-02   6.76112842e-02
   -2.00900240e-01  -9.78527587e-03   1.07850913e-01   1.17106676e-01
   -3.22560108e-02  -5.81343909e-02]
 [ -2.62217787e-03  -3.07302869e-01  -3.02797895e-01  -7.68522719e-02
   -2.07155104e-01  -8.40167521e-02  -1.05875298e-02   1.58305536e-01
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 [  5.32917580e-02  -9.48747087e-02  -1.11177661e-01   6.18827432e-02
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   -1.47458972e-01  -4.54779676e-02]
 [  1.88676034e-02   5.59074840e-02   1.29536732e-01   1.42373267e-01
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 [  9.82391601e-02   5.21115665e-02  -4.71457041e-02  -1.27531168e-01
   -1.53921712e-01  -3.21890949e-01   1.60404405e-01   6.19261793e-03
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   -1.65815566e-01  -2.01733435e-01   3.93227272e-02  -2.21478599e-02
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   -4.10844968e-01  -9.47954796e-03   6.14528666e-02  -2.58856878e-02
   -9.69610870e-04   4.80966278e-02]
 [ -1.38649591e-02  -2.56288186e-01  -7.02230002e-02  -1.02406609e-01
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   -1.63687394e-01  -3.65957559e-01]
 [ -6.94950349e-03  -5.84136966e-01  -2.99088198e-02  -6.16687749e-02
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    3.95395583e-02  -3.85491009e-01]
 [  1.92422213e-02  -6.53502390e-01  -4.33519062e-02  -9.71362639e-02
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   -3.59660360e-01  -2.11477384e-01]
 [ -1.83043046e-01  -7.52633041e-01  -1.41657497e-02  -2.14157568e-01
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   -7.55499980e-02   8.92607020e-02]
 [ -3.13869872e-01  -6.02607366e-01   5.18150352e-02  -5.53477099e-02
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   -9.43292320e-02  -1.36166056e-01]
 [ -2.32639090e-01  -4.59335003e-01   2.43410136e-01  -2.68322568e-01
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   -2.80040638e-01  -4.66311450e-02]
 [ -1.71923063e-01  -3.30001792e-01  -1.95182610e-01  -1.52939490e-01
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   -5.27572873e-02  -1.66116028e-01]
 [  5.25711745e-02   2.82143536e-01   1.43463139e-01  -1.55001539e-01
   -3.11503867e-01   7.99433085e-02  -1.10711390e-01   2.75528748e-01
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 [  3.69826703e-01   4.40714371e-01  -7.35867368e-02   2.82544049e-01
   -1.03437764e+00  -2.82623069e-01  -5.05912664e-01   1.77858026e-01
    4.02815634e-01   7.20112574e-03]
 [  7.43634367e-02   9.29705023e-02   2.65243689e-01   2.73890748e-01
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   -1.08024655e-01  -2.58808572e-01]
 [  4.18767628e-02  -1.34318000e-01  -1.16503093e-01  -4.08959530e-02
    2.82036173e-01   2.37664971e-02  -6.75811444e-02  -1.85696420e-01
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 [  3.74997652e-02  -1.25968026e-02  -5.85882660e-02  -1.81112566e-02
    6.32550680e-02  -2.05629381e-01  -5.24443630e-02   1.13823349e-02
    6.77812237e-02   3.94458728e-02]
 [  5.76688405e-02   1.74637370e-01   2.51302786e-01   1.00546950e-01
   -9.77336342e-02  -1.59720443e-01  -4.70488611e-02   4.01803694e-02
   -1.65120571e-01   1.38785200e-01]
 [  1.07670929e-01   1.30818093e-01   1.16278805e-01   3.11341890e-02
   -1.19824250e-01   4.21239492e-02  -9.52044053e-02  -2.70555401e-01
    1.23298453e-02  -5.15624455e-02]
 [  1.43370905e-02   1.83467957e-01   9.04348043e-02  -3.24517270e-02
    1.44628398e-02   1.61635018e-01  -5.96864369e-02   1.18257158e-01
   -4.76121042e-03   1.94280605e-01]
 [  2.38390151e-01   1.12468902e-01   3.05261228e-02   7.17963845e-02
    7.11145962e-02  -3.76697953e-02  -3.11025956e-01   1.47880687e-01
   -4.88778961e-02  -1.56621202e-02]
 [  5.55576514e-02   1.12347364e-01   2.00598987e-02   4.81807903e-02
   -4.63623294e-01  -1.30540966e-01  -2.74437711e-01   4.10496584e-02
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 [  5.05853499e-02   4.49804534e-01   1.27654346e-01   4.52864942e-01
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 [  1.40845191e-01   4.38189403e-01   6.07373384e-02   4.02059646e-01
   -1.56896325e+00  -5.79426499e-02  -3.12269159e-01   1.48311666e-01
    1.93018039e-01   4.18318869e-01]
 [  1.83227270e-01   2.91261231e-01   2.29237123e-01   8.84956561e-02
   -8.17523704e-01   1.09296122e-01  -1.14007661e-01   1.57167301e-01
    1.92514724e-01   2.13665590e-02]
 [ -1.03283345e-01   2.25967954e-01   2.30137145e-01  -2.27492987e-02
   -2.06502839e-01   1.47787258e-01  -4.73250057e-02  -1.81055988e-02
   -6.23459323e-02   1.27233714e-02]
 [ -1.19275990e-01  -1.38575097e-02   1.69843086e-02   6.53517590e-02
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   -2.94010559e-01  -1.14081744e-01]
 [ -2.26175013e-01  -9.71473925e-02  -9.52794528e-02  -3.43198427e-01
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   -2.08479592e-01   3.40564855e-02]
 [  8.14316192e-03  -5.11571199e-01  -1.29147139e-01  -1.65432281e-01
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   -1.67936163e-01  -2.25052999e-01]
 [ -4.86610661e-02  -5.52453722e-01  -2.19769685e-01  -2.88082603e-01
   -9.69333133e-01   5.09106322e-02   4.59766746e-01  -1.76606795e-01
   -4.01979208e-02  -4.03930667e-01]
 [ -5.86823582e-02  -1.02040645e-01   2.88501709e-01   1.02557120e-01
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   -3.87192052e-02   2.69771302e-02]
 [ -2.71564890e-01  -3.34881869e-02   4.13502884e-02   8.29011333e-02
    2.10812819e-01  -2.25256327e-01  -4.27920712e-02   2.37554884e-01
   -3.93455386e-03   1.56675762e-01]
 [  1.89310333e-01  -5.64399861e-02  -2.11429791e-01   2.26047837e-02
    1.82905691e-01  -3.39130277e-01   1.43488377e-02  -1.62379457e-01
    5.74538489e-02  -1.12717843e-01]
 [  2.79858113e-01  -2.16261622e-01   9.11584554e-02   8.80450891e-02
    1.60453015e-01  -8.82624335e-02  -2.19745895e-02  -1.31045150e-01
    1.87271627e-01  -7.35552505e-02]
 [ -8.13855159e-02  -1.26550896e-01   1.28730995e-01   1.34544994e-01
    4.00657691e-02  -1.27606001e-01   1.62402102e-01  -7.92939136e-02
    1.88297975e-01   2.80130189e-02]
 [ -1.83236826e-01  -4.02952045e-01   1.24609866e-01  -6.02313341e-01
   -9.46846278e-01   2.19749395e-01   3.68412146e-01  -1.42418893e-01
   -1.70991151e-01   2.21304803e-02]]
[[ 0.59512817]
 [ 2.13139629]
 [ 0.20520454]
 [ 1.00929911]
 [-3.21897111]
 [-0.43242473]
 [-2.01437674]
 [ 0.02460489]
 [ 0.64246818]
 [ 0.80657649]]
Progress: 97.5% ... Training loss: 0.211 ... Validation loss: 0.383[[  2.42157993e-01   8.89488216e-01  -7.16617800e-02   1.82893010e-01
    6.60303483e-02  -1.05721816e-01  -6.79914336e-02   1.18477819e-01
    2.53193049e-02   3.54373299e-01]
 [  1.26335571e-02   1.02779489e-01  -1.97976791e-02   5.07744923e-02
   -5.52707116e-02  -9.22436704e-03   3.47875588e-01   4.00125328e-02
    1.52299885e-01  -2.00016474e-02]
 [  1.86619028e-01   3.80574372e-01  -1.25193952e-02  -1.41678486e-01
    8.18180324e-01  -1.45403870e-03  -1.26059235e+00  -4.99964861e-02
    3.42591611e-02   2.75490630e-01]
 [ -4.54311212e-02  -4.52302925e-01  -2.19091747e-01   1.89506547e-01
   -3.78813507e-01   2.15788963e-01   4.66590120e-01   5.42416374e-02
    3.88463903e-02   2.45478999e-01]
 [ -6.03364747e-02  -5.57494373e-02  -1.36107333e-01   5.41831550e-02
   -1.27455437e-01  -2.04050166e-01   1.42180811e-01  -1.11820031e-01
   -1.82394972e-01  -8.82399014e-02]
 [ -3.73577107e-01  -7.22146529e-01  -2.98532922e-01   1.52690440e-01
   -4.82821110e-01   1.59132069e-02   4.26048756e-01  -4.27598304e-02
   -3.00079057e-02  -4.11518471e-02]
 [ -3.78789237e-02  -5.30349821e-01  -7.62793137e-04   1.93045864e-02
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    1.89428114e-01   2.94992246e-02]
 [ -1.83183952e-01  -4.03045260e-01   1.24638676e-01  -6.01945884e-01
   -9.45833158e-01   2.19698155e-01   3.69002094e-01  -1.42416598e-01
   -1.70912087e-01   2.22183133e-02]]
[[ 0.59772192]
 [ 2.13721996]
 [ 0.20598905]
 [ 1.01231117]
 [-3.21871076]
 [-0.43317045]
 [-2.01287061]
 [ 0.02662968]
 [ 0.64335857]
 [ 0.80821224]]
Progress: 97.5% ... Training loss: 0.209 ... Validation loss: 0.380[[  2.42097594e-01   8.92052485e-01  -7.16427271e-02   1.82897942e-01
    6.62766584e-02  -1.05639177e-01  -6.83298909e-02   1.18476794e-01
    2.52887123e-02   3.54276064e-01]
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   -5.80295747e-02  -9.64587656e-03   3.47273773e-01   4.00428748e-02
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 [  1.84717534e-01   3.76520869e-01  -1.31071855e-02  -1.44140255e-01
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    3.23889214e-02   2.73174377e-01]
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   -3.01729632e-02  -4.13047613e-02]
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   -2.03142959e-01  -2.46348701e-01]
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   -3.31049831e-02  -5.93383464e-02]
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 [ -8.04778116e-02  -1.24466488e-01   1.29034031e-01   1.35949729e-01
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    1.89169338e-01   2.91999186e-02]
 [ -1.83060596e-01  -4.02176310e-01   1.24694126e-01  -6.01678636e-01
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   -1.70795093e-01   2.24512061e-02]]
[[ 0.597165  ]
 [ 2.13774634]
 [ 0.20501877]
 [ 1.01381113]
 [-3.21787895]
 [-0.43480603]
 [-2.01254707]
 [ 0.02472597]
 [ 0.64308972]
 [ 0.8084637 ]]
Progress: 97.5% ... Training loss: 0.209 ... Validation loss: 0.381[[  2.42743197e-01   8.96100569e-01  -7.13604974e-02   1.84363269e-01
    6.06915937e-02  -1.06221234e-01  -6.91380453e-02   1.18511237e-01
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   -5.85833524e-02  -9.72053450e-03   3.46983521e-01   4.00470958e-02
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 [  1.85288619e-01   3.79105355e-01  -1.29020867e-02  -1.43122498e-01
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    3.30522923e-02   2.73879272e-01]
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   -3.89403481e-01   2.15833892e-01   4.65241382e-01   5.42627453e-02
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 [ -6.09070135e-02  -6.04820071e-02  -1.36371160e-01   5.33213322e-02
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   -3.13086958e-02  -4.27449605e-02]
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   -2.02844393e-01  -2.45961811e-01]
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   -3.35010411e-02  -5.98832625e-02]
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   -9.43323660e-02  -1.36151612e-01]
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   -1.64016109e-01   1.40174739e-01]
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 [  1.83026880e-01   2.90393732e-01   2.29164533e-01   8.82069786e-02
   -8.17634274e-01   1.09422635e-01  -1.13692744e-01   1.57157057e-01
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   -2.09559719e-01   1.47582563e-01  -4.78653952e-02  -1.80917974e-02
   -6.20034312e-02   1.31686011e-02]
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   -2.94268593e-01  -1.14404440e-01]
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   -2.08248966e-01   3.43721503e-02]
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   -1.67473127e-01  -2.24488092e-01]
 [ -5.13450383e-02  -5.59626794e-01  -2.20753819e-01  -2.92707075e-01
   -9.64912160e-01   5.30297987e-02   4.67047717e-01  -1.76737473e-01
   -4.30897188e-02  -4.07958275e-01]
 [ -5.88031310e-02  -1.02357997e-01   2.88517228e-01   1.02598233e-01
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   -3.87721743e-02   2.71098503e-02]
 [ -2.71199897e-01  -3.35343706e-02   4.14912701e-02   8.36856836e-02
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   -3.45869442e-03   1.57109451e-01]
 [  1.91497289e-01  -4.91400773e-02  -2.10576175e-01   2.67277301e-02
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    6.00666503e-02  -1.09614486e-01]
 [  2.79190885e-01  -2.17611153e-01   9.09663278e-02   8.71053286e-02
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    1.86689104e-01  -7.43048833e-02]
 [ -7.98693698e-02  -1.23449513e-01   1.29256693e-01   1.36937969e-01
    3.48186360e-02  -1.28627000e-01   1.58152280e-01  -7.92331367e-02
    1.89819646e-01   2.99882160e-02]
 [ -1.82185881e-01  -3.99656092e-01   1.25006169e-01  -6.00297048e-01
   -9.48338255e-01   2.18948778e-01   3.66602637e-01  -1.42373150e-01
   -1.69793280e-01   2.37506414e-02]]
[[ 0.60253776]
 [ 2.14392445]
 [ 0.21214099]
 [ 1.01872112]
 [-3.21549016]
 [-0.42801693]
 [-2.0063186 ]
 [ 0.03076467]
 [ 0.64995351]
 [ 0.81625256]]
Progress: 97.6% ... Training loss: 0.209 ... Validation loss: 0.385[[  2.41025504e-01   8.91398732e-01  -7.19377224e-02   1.81628009e-01
    6.96321686e-02  -1.05026573e-01  -6.41469610e-02   1.18422327e-01
    2.42299618e-02   3.53051660e-01]
 [  1.32057883e-02   1.04823994e-01  -1.95544583e-02   5.18874662e-02
   -5.84632163e-02  -9.69828957e-03   3.47140996e-01   4.00445700e-02
    1.53067894e-01  -1.90751782e-02]
 [  1.82305111e-01   3.71578115e-01  -1.39569441e-02  -1.47569206e-01
    8.30552624e-01   1.40019770e-03  -1.25297420e+00  -5.02006301e-02
    2.98428927e-02   2.70201245e-01]
 [ -4.35216396e-02  -4.43395621e-01  -2.18368130e-01   1.93044769e-01
   -3.95397365e-01   2.14963009e-01   4.63439172e-01   5.43344529e-02
    4.09761468e-02   2.47919265e-01]
 [ -6.04630240e-02  -6.10557280e-02  -1.36226152e-01   5.41244734e-02
   -1.23988774e-01  -2.04090704e-01   1.42883470e-01  -1.11819639e-01
   -1.82473685e-01  -8.78304207e-02]
 [ -3.74924331e-01  -7.27667081e-01  -2.99031718e-01   1.50164928e-01
   -4.78938031e-01   1.67626835e-02   4.30839279e-01  -4.28207130e-02
   -3.16266236e-02  -4.31563685e-02]
 [ -3.86715635e-02  -5.32607850e-01  -9.92808801e-04   1.79544625e-02
   -3.87792696e-01  -6.07847433e-02   1.81787880e-01  -1.98811823e-01
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 [  5.22706775e-02  -6.47878517e-01   5.75901328e-03  -1.61896899e-01
   -5.27327462e-01  -1.79691377e-02   2.19419533e-01   1.04909806e-01
    1.47294794e-02  -8.59661531e-02]
 [ -1.61380956e-01  -2.44946193e-01  -2.92828201e-01  -3.45297722e-03
   -2.74679985e-01   4.95145545e-02  -1.95760744e-02  -3.12435795e-02
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 [  1.65797196e-02  -6.41734789e-01   5.60455415e-02  -1.59727761e-01
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   -3.43005522e-02   8.04721956e-03]
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   -4.82622353e-01  -1.79284746e-02   2.97112512e-01  -1.03475816e-01
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 [ -1.74458042e-01  -5.38222539e-01  -8.27624796e-02  -2.43884256e-04
   -2.50933226e-01   1.22409992e-01   3.88357571e-01  -2.13476853e-02
   -2.03722224e-01  -2.47034616e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93160367e-01  -3.68097695e-01   9.17012512e-02   1.98761410e-01
   -1.84071215e-01  -6.11065812e-02   1.33036889e-01  -2.63677089e-01
   -2.96806160e-01  -1.25215661e-01]
 [  8.40103386e-02  -2.96978300e-01  -2.87443455e-02   8.55107983e-02
   -8.56287121e-02  -8.83733913e-02   3.52610519e-01  -4.81809211e-04
    6.00241178e-03  -2.65358437e-02]
 [  3.28073432e-02  -1.67856357e-01  -2.12698853e-01   1.28062900e-01
   -4.36119735e-02   7.30720501e-02  -3.87744067e-04  -2.12411457e-02
   -9.20906524e-02  -7.24495845e-03]
 [ -1.26363313e-01  -1.51435068e-01  -2.02715271e-01   1.42222292e-01
   -6.74820467e-02   1.34565469e-01  -4.55775022e-02  -2.52735118e-01
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 [ -6.17167870e-02  -1.77209332e-01   2.77824890e-01   1.03006963e-01
   -6.04652807e-02  -6.77405765e-02  -3.82934390e-02   1.19855021e-01
    9.18545900e-02   7.87227577e-02]
 [  6.29143928e-02  -1.22775572e-01   8.35915096e-02   6.51676133e-02
   -1.96655710e-01  -8.60079562e-03   1.12341965e-01   1.17035063e-01
   -3.38283474e-02  -6.02956126e-02]
 [ -3.94609467e-03  -3.08699417e-01  -3.03181332e-01  -7.79953659e-02
   -2.05688502e-01  -8.31620275e-02  -7.48624941e-03   1.58256073e-01
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 [  5.42060903e-02  -9.20577406e-02  -1.10833539e-01   6.35824972e-02
   -4.12421950e-01   3.11855108e-01   3.39412965e-01   2.03263286e-01
   -1.46385769e-01  -4.41334069e-02]
 [  1.86487878e-02   5.56700450e-02   1.29460860e-01   1.42033259e-01
   -8.43206596e-02   9.57148644e-02   2.61261923e-03  -4.16686119e-02
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 [  9.81961406e-02   5.18508951e-02  -4.71434659e-02  -1.27568695e-01
   -1.52732989e-01  -3.21857131e-01   1.60496211e-01   6.18627832e-03
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 [ -1.20152975e-01  -1.84152067e-01  -2.07851680e-02  -1.35377532e-04
   -1.66162246e-01  -2.01692937e-01   3.97079910e-02  -2.21510837e-02
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 [ -1.48203047e-01  -1.17548603e-01  -1.99464687e-01  -5.30347757e-03
   -4.12317158e-01  -9.93884622e-03   6.00832257e-02  -2.58617389e-02
   -2.82248090e-04   4.89496213e-02]
 [ -1.42907656e-02  -2.58278058e-01  -7.03692687e-02  -1.03109547e-01
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   -1.64142259e-01  -3.66561163e-01]
 [ -6.78204678e-03  -5.84646870e-01  -2.98652285e-02  -6.14261440e-02
    6.43978750e-01   9.37172945e-02   6.44968581e-01   9.12665307e-02
    3.97403415e-02  -3.85365399e-01]
 [  1.93337236e-02  -6.54129676e-01  -4.33344971e-02  -9.69601672e-02
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   -3.59599136e-01  -2.11364220e-01]
 [ -1.83024450e-01  -7.53197602e-01  -1.41562633e-02  -2.14055214e-01
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   -7.54847051e-02   8.94603538e-02]
 [ -3.14014385e-01  -6.03372525e-01   5.17847228e-02  -5.54811266e-02
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   -9.44165658e-02  -1.36267598e-01]
 [ -2.32500954e-01  -4.59178386e-01   2.43481389e-01  -2.67892698e-01
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   -2.79818995e-01  -4.63300641e-02]
 [ -1.72075686e-01  -3.29811837e-01  -1.95235142e-01  -1.53025851e-01
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   -5.29473099e-02  -1.66279475e-01]
 [  5.10711121e-02   2.78225824e-01   1.42939685e-01  -1.57099438e-01
   -3.08918396e-01   8.10595868e-02  -1.06496507e-01   2.75459711e-01
    6.02829290e-03   1.08272786e-01]
 [  3.69466517e-01   4.41502491e-01  -7.36624005e-02   2.81997646e-01
   -1.03662856e+00  -2.82311771e-01  -5.04289385e-01   1.77847985e-01
    4.02669020e-01   6.68641431e-03]
 [  7.38138067e-02   9.15575901e-02   2.65063934e-01   2.72981795e-01
    2.70977262e-02  -2.12612438e-01  -1.74975664e-01  -1.31514084e-01
   -1.08571946e-01  -2.59517962e-01]
 [  4.28129803e-02  -1.31211280e-01  -1.16151008e-01  -3.92488991e-02
    2.79125010e-01   2.30221931e-02  -6.95369571e-02  -1.85653833e-01
    4.90553666e-02   2.31072869e-01]
 [  3.66209234e-02  -1.53121375e-02  -5.88998500e-02  -1.96113473e-02
    6.84094829e-02  -2.05071740e-01  -5.03148078e-02   1.13419447e-02
    6.68418057e-02   3.82186777e-02]
 [  5.87064533e-02   1.77966571e-01   2.51659256e-01   1.02127652e-01
   -9.87212348e-02  -1.60466674e-01  -4.98023395e-02   4.02202084e-02
   -1.64065621e-01   1.40116058e-01]
 [  1.07962302e-01   1.31284258e-01   1.16394619e-01   3.14198228e-02
   -1.19616494e-01   4.19387574e-02  -9.54745672e-02  -2.70539505e-01
    1.25834252e-02  -5.12318698e-02]
 [  1.33073177e-02   1.79924316e-01   9.00570647e-02  -3.44245702e-02
    1.94156791e-02   1.62347747e-01  -5.70557450e-02   1.18206448e-01
   -5.87199602e-03   1.92911868e-01]
 [  2.39647636e-01   1.16916258e-01   3.09998704e-02   7.38715252e-02
    6.55248033e-02  -3.85956884e-02  -3.13797491e-01   1.47938384e-01
   -4.74125840e-02  -1.38770942e-02]
 [  5.43156638e-02   1.08794478e-01   1.96206658e-02   4.61004411e-02
   -4.57661720e-01  -1.29639488e-01  -2.71246105e-01   4.09966482e-02
    1.22947182e-01   2.00833906e-01]
 [  5.00718173e-02   4.47665007e-01   1.27416000e-01   4.52041440e-01
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 [  1.41975640e-01   4.43923582e-01   6.12033565e-02   4.04433754e-01
   -1.57618472e+00  -5.89711057e-02  -3.14620351e-01   1.48366172e-01
    1.94459119e-01   4.19743574e-01]
 [  1.83018877e-01   2.90331610e-01   2.29161708e-01   8.81956060e-02
   -8.17560092e-01   1.09426608e-01  -1.13630845e-01   1.57156695e-01
    1.92249207e-01   2.11944571e-02]
 [ -1.03282505e-01   2.26356706e-01   2.30153350e-01  -2.26586009e-02
   -2.08825177e-01   1.47775564e-01  -4.71832080e-02  -1.81059954e-02
   -6.22965831e-02   1.27987278e-02]
 [ -1.19749934e-01  -1.55717853e-02   1.68296066e-02   6.46674862e-02
   -1.16856152e-01   1.25922709e-01   2.35007812e-01   1.73878220e-02
   -2.94524157e-01  -1.14692955e-01]
 [ -2.26004526e-01  -9.74188535e-02  -9.52142306e-02  -3.42906294e-01
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   -2.08253385e-01   3.44164986e-02]
 [  8.62294370e-03  -5.10988058e-01  -1.28973718e-01  -1.64551234e-01
    3.61771753e-01   2.35591279e-02   2.21151037e-01   1.51488840e-01
   -1.67410639e-01  -2.24417465e-01]
 [ -5.23161143e-02  -5.62512594e-01  -2.21076190e-01  -2.94257611e-01
   -9.62888977e-01   5.36836845e-02   4.70525257e-01  -1.76785291e-01
   -4.41083341e-02  -4.09272307e-01]
 [ -5.91636135e-02  -1.03693438e-01   2.88390684e-01   1.02036371e-01
    1.65107417e-01   3.48950046e-02   2.85357840e-02  -2.91548712e-01
   -3.91424997e-02   2.66616083e-02]
 [ -2.71293832e-01  -3.41164743e-02   4.14666502e-02   8.35563057e-02
    2.11672655e-01  -2.25545847e-01  -4.35044774e-02   2.37564733e-01
   -3.56347765e-03   1.56950495e-01]
 [  1.90892978e-01  -5.09042182e-02  -2.10793410e-01   2.56951733e-02
    1.76586911e-01  -3.40531618e-01   1.04616415e-02  -1.62299660e-01
    5.94278526e-02  -1.10467670e-01]
 [  2.79572973e-01  -2.16523890e-01   9.11210077e-02   8.77791753e-02
    1.62446509e-01  -8.82401512e-02  -2.06217333e-02  -1.31043348e-01
    1.87112059e-01  -7.36918014e-02]
 [ -8.07338770e-02  -1.26594460e-01   1.28952567e-01   1.35484383e-01
    3.78196128e-02  -1.28003922e-01   1.60594155e-01  -7.92793604e-02
    1.88845068e-01   2.88140559e-02]
 [ -1.83080080e-01  -4.01305978e-01   1.24646245e-01  -6.01696230e-01
   -9.46947643e-01   2.19659011e-01   3.67313402e-01  -1.42426510e-01
   -1.70945908e-01   2.24487192e-02]]
[[ 0.59045273]
 [ 2.13468033]
 [ 0.19943622]
 [ 1.00855904]
 [-3.22255854]
 [-0.43847741]
 [-2.01620507]
 [ 0.02021125]
 [ 0.63768166]
 [ 0.80245684]]
Progress: 97.7% ... Training loss: 0.212 ... Validation loss: 0.384[[  2.43705573e-01   9.00719629e-01  -7.09984445e-02   1.85668431e-01
    6.44328619e-02  -1.06877523e-01  -6.91860008e-02   1.18514815e-01
    2.69798994e-02   3.56742905e-01]
 [  1.27095651e-02   1.03242138e-01  -1.97138675e-02   5.10406659e-02
   -5.64538154e-02  -9.33348931e-03   3.48245898e-01   4.00275224e-02
    1.52518156e-01  -1.97115556e-02]
 [  1.83247055e-01   3.75661327e-01  -1.36479393e-02  -1.45982887e-01
    8.24173235e-01   9.23838762e-04  -1.25566581e+00  -5.01657697e-02
    3.09877638e-02   2.71755449e-01]
 [ -4.23802304e-02  -4.40647481e-01  -2.17996233e-01   1.94346454e-01
   -3.92649807e-01   2.13933347e-01   4.60454607e-01   5.43715939e-02
    4.18287042e-02   2.49263183e-01]
 [ -5.87350885e-02  -5.32311612e-02  -1.35551752e-01   5.75802365e-02
   -1.34766087e-01  -2.05094385e-01   1.37980039e-01  -1.11760687e-01
   -1.80264555e-01  -8.52171018e-02]
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 [ -8.00171076e-02  -1.25189024e-01   1.29179473e-01   1.36444267e-01
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[[ 0.6047305 ]
 [ 2.14455344]
 [ 0.21052246]
 [ 1.02184388]
 [-3.2189606 ]
 [-0.42839164]
 [-2.00380331]
 [ 0.03123904]
 [ 0.65180434]
 [ 0.81698096]]
Progress: 97.7% ... Training loss: 0.209 ... Validation loss: 0.385[[  2.42605876e-01   8.98066832e-01  -7.14270747e-02   1.83321922e-01
    6.44751468e-02  -1.06020982e-01  -6.50717912e-02   1.18456680e-01
    2.58851214e-02   3.55143945e-01]
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 [  1.83247275e-01   3.74066953e-01  -1.37379614e-02  -1.46339914e-01
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    3.09087027e-02   2.71801101e-01]
 [ -4.39304550e-02  -4.43602911e-01  -2.18513023e-01   1.92393673e-01
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   -3.13781266e-02  -4.28839947e-02]
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   -2.03130281e-01  -2.46243579e-01]
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   -9.15605539e-02  -6.63601391e-03]
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   -3.40359531e-02  -6.06057773e-02]
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[[ 0.59889451]
 [ 2.1424083 ]
 [ 0.2054678 ]
 [ 1.0156775 ]
 [-3.218844  ]
 [-0.43337207]
 [-2.01042553]
 [ 0.0263818 ]
 [ 0.6453934 ]
 [ 0.81053986]]
Progress: 97.8% ... Training loss: 0.209 ... Validation loss: 0.382[[  2.43544493e-01   9.01857905e-01  -7.10797188e-02   1.84975424e-01
    5.92392163e-02  -1.06747370e-01  -6.70910126e-02   1.18505310e-01
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   -2.03038145e-01  -2.46106428e-01]
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   -1.67693831e-01  -2.24766397e-01]
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   -4.44672873e-02  -4.09740273e-01]
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   -3.85378185e-02   2.74896783e-02]
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 [  1.93161075e-01  -4.37929349e-02  -2.09998290e-01   2.95167102e-02
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    1.87839503e-01  -7.26158228e-02]
 [ -8.11777058e-02  -1.28392584e-01   1.28759281e-01   1.34413510e-01
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    1.88244473e-01   2.81283388e-02]
 [ -1.83655380e-01  -4.03979418e-01   1.24419772e-01  -6.03094893e-01
   -9.52631601e-01   2.20126271e-01   3.69120666e-01  -1.42468549e-01
   -1.71501744e-01   2.16115320e-02]]
[[ 0.60125843]
 [ 2.14257385]
 [ 0.20623029]
 [ 1.01810239]
 [-3.21965312]
 [-0.43240479]
 [-2.00887133]
 [ 0.02825273]
 [ 0.64715839]
 [ 0.81324552]]
Progress: 97.8% ... Training loss: 0.209 ... Validation loss: 0.385[[  2.43735690e-01   9.02283912e-01  -7.11242316e-02   1.84921047e-01
    5.83898584e-02  -1.06589550e-01  -6.60176796e-02   1.18504813e-01
    2.69581900e-02   3.56425329e-01]
 [  1.22473173e-02   1.02109721e-01  -1.98836733e-02   5.01314295e-02
   -5.62136111e-02  -8.98186724e-03   3.49837602e-01   4.00056695e-02
    1.52060860e-01  -2.02282093e-02]
 [  1.82982681e-01   3.73107236e-01  -1.38083374e-02  -1.45839218e-01
    8.16599953e-01   9.90524985e-04  -1.25723979e+00  -5.01719525e-02
    3.07609246e-02   2.71553444e-01]
 [ -4.17308800e-02  -4.34619701e-01  -2.17743496e-01   1.95670327e-01
   -3.84426886e-01   2.14002966e-01   4.55935501e-01   5.43650441e-02
    4.25897435e-02   2.49967633e-01]
 [ -5.78268238e-02  -5.02740933e-02  -1.35243287e-01   5.85834906e-02
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   -1.79057954e-01  -8.32275941e-02]
 [ -3.74723849e-01  -7.28139726e-01  -2.99046685e-01   1.49719272e-01
   -4.78142747e-01   1.66592890e-02   4.32571314e-01  -4.28214015e-02
   -3.17156939e-02  -4.32049930e-02]
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   -3.98309348e-01  -6.16987118e-02   1.77652802e-01  -1.98794479e-01
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   -5.33041090e-01  -1.79378167e-02   2.19249565e-01   1.04917995e-01
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   -3.34621766e-02   8.78646424e-03]
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   -2.03211068e-01  -2.46324012e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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 [ -2.93751015e-01  -3.70197390e-01   9.14750220e-02   1.97571861e-01
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   -2.97561766e-01  -1.26248882e-01]
 [  8.44043810e-02  -2.96551619e-01  -2.86153835e-02   8.57258050e-02
   -8.60875503e-02  -8.87268307e-02   3.53205213e-01  -4.71816026e-04
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 [  3.34011675e-02  -1.66618103e-01  -2.12522301e-01   1.29109273e-01
   -4.26768090e-02   7.25112222e-02  -3.02156784e-04  -2.12229242e-02
   -9.13925120e-02  -6.32824224e-03]
 [ -1.26075321e-01  -1.50788752e-01  -2.02636117e-01   1.42577482e-01
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 [ -6.14164426e-02  -1.74963264e-01   2.77874436e-01   1.03180527e-01
   -6.63306809e-02  -6.79715137e-02  -3.84084390e-02   1.19845399e-01
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 [  6.31930119e-02  -1.22989684e-01   8.36376455e-02   6.54864681e-02
   -1.98839732e-01  -8.57576577e-03   1.10513991e-01   1.17032685e-01
   -3.36231512e-02  -6.02071529e-02]
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   -2.07562978e-01  -8.32357822e-02  -9.12433235e-03   1.58267605e-01
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 [  5.53217023e-02  -8.85670024e-02  -1.10443767e-01   6.53909075e-02
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   -1.45121035e-01  -4.24963037e-02]
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 [  9.95158838e-02   5.53947478e-02  -4.66830140e-02  -1.25520230e-01
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   -4.11939947e-01  -9.97684912e-03   5.95857196e-02  -2.58573650e-02
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   -1.63703176e-01  -3.66140803e-01]
 [ -7.15863018e-03  -5.86140775e-01  -3.00020540e-02  -6.21369039e-02
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    3.93255098e-02  -3.85942960e-01]
 [  1.88627358e-02  -6.55452474e-01  -4.35040305e-02  -9.77825730e-02
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   -3.60125895e-01  -2.11992171e-01]
 [ -1.83505172e-01  -7.54052143e-01  -1.43272342e-02  -2.14927179e-01
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   -7.60224993e-02   8.88618953e-02]
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   -9.48633058e-02  -1.36776597e-01]
 [ -2.32240109e-01  -4.58881658e-01   2.43570815e-01  -2.67488187e-01
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   -2.79552920e-01  -4.59782339e-02]
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   -5.26759465e-02  -1.65902614e-01]
 [  5.14110260e-02   2.79016814e-01   1.43072339e-01  -1.56325744e-01
   -3.12786764e-01   8.07560703e-02  -1.07706235e-01   2.75470135e-01
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 [  3.69411936e-01   4.40126848e-01  -7.37525906e-02   2.81105038e-01
   -1.03833176e+00  -2.81982331e-01  -5.02283433e-01   1.77815523e-01
    4.02340172e-01   6.41563898e-03]
 [  7.41883779e-02   9.25811227e-02   2.65191033e-01   2.73340516e-01
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   -1.08164322e-01  -2.59077806e-01]
 [  4.29236023e-02  -1.31712289e-01  -1.16135430e-01  -3.92466097e-02
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 [  3.72962152e-02  -1.30939906e-02  -5.86689811e-02  -1.87928216e-02
    6.63592685e-02  -2.05543562e-01  -5.29707711e-02   1.13708240e-02
    6.74852422e-02   3.90381590e-02]
 [  5.96004317e-02   1.80497838e-01   2.51968364e-01   1.03515171e-01
   -9.99797091e-02  -1.61171825e-01  -5.21647310e-02   4.02676191e-02
   -1.63046192e-01   1.41424881e-01]
 [  1.08225716e-01   1.31556762e-01   1.16443163e-01   3.16572671e-02
   -1.16591308e-01   4.17523268e-02  -9.58270339e-02  -2.70529947e-01
    1.28264864e-02  -5.09115123e-02]
 [  1.45704905e-02   1.84055200e-01   9.04575155e-02  -3.25959883e-02
    1.43198619e-02   1.61423779e-01  -5.94937925e-02   1.18270265e-01
   -4.48455799e-03   1.94600506e-01]
 [  2.40449510e-01   1.19499372e-01   3.12735331e-02   7.50709871e-02
    6.40350450e-02  -3.92016302e-02  -3.15655904e-01   1.47971796e-01
   -4.65434180e-02  -1.29177731e-02]
 [  5.51927600e-02   1.11146365e-01   1.98970153e-02   4.75146355e-02
   -4.59048800e-01  -1.30288326e-01  -2.73594355e-01   4.10377120e-02
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 [  5.03342366e-02   4.47761420e-01   1.27446378e-01   4.52872598e-01
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    1.93513118e-01   4.18574529e-01]
 [  1.82352419e-01   2.88996113e-01   2.28948725e-01   8.71485309e-02
   -8.17987030e-01   1.09865518e-01  -1.11159081e-01   1.57133759e-01
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 [ -1.02770201e-01   2.28073561e-01   2.30322661e-01  -2.17310569e-02
   -2.12661692e-01   1.47420734e-01  -4.84151002e-02  -1.80883992e-02
   -6.17458970e-02   1.35177687e-02]
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   -2.94253551e-01  -1.14418566e-01]
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   -2.08906239e-01   3.36351054e-02]
 [  8.40316122e-03  -5.11615196e-01  -1.29032861e-01  -1.64863904e-01
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   -1.67599493e-01  -2.24658545e-01]
 [ -5.28631654e-02  -5.65309963e-01  -2.21382286e-01  -2.95676285e-01
   -9.69313104e-01   5.41819524e-02   4.71768371e-01  -1.76828969e-01
   -4.48404678e-02  -4.10334151e-01]
 [ -5.80027021e-02  -1.01056807e-01   2.88784588e-01   1.03868941e-01
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   -3.79853190e-02   2.82634615e-02]
 [ -2.70117949e-01  -3.13014919e-02   4.18444102e-02   8.53968442e-02
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   -2.46665976e-03   1.58288676e-01]
 [  1.93581610e-01  -4.27987650e-02  -2.09867063e-01   3.01792578e-02
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    6.23283323e-02  -1.06920489e-01]
 [  2.79797284e-01  -2.15489353e-01   9.11929781e-02   8.79619622e-02
    1.64838980e-01  -8.85353451e-02  -2.12630054e-02  -1.31045043e-01
    1.87443543e-01  -7.32677515e-02]
 [ -8.12785820e-02  -1.28555779e-01   1.28725020e-01   1.34245978e-01
    4.03936307e-02  -1.27643834e-01   1.62438162e-01  -7.93206401e-02
    1.88164937e-01   2.80483255e-02]
 [ -1.83865585e-01  -4.04919971e-01   1.24346738e-01  -6.03580358e-01
   -9.52480483e-01   2.20291574e-01   3.70089814e-01  -1.42479043e-01
   -1.71721075e-01   2.13602076e-02]]
[[ 0.60342219]
 [ 2.14722011]
 [ 0.20793233]
 [ 1.02176307]
 [-3.21889758]
 [-0.43119279]
 [-2.00603556]
 [ 0.03082928]
 [ 0.64886444]
 [ 0.81593291]]
Progress: 97.8% ... Training loss: 0.209 ... Validation loss: 0.384[[  2.43125586e-01   9.00658209e-01  -7.13621404e-02   1.83640406e-01
    6.20680893e-02  -1.06159083e-01  -6.47586321e-02   1.18465381e-01
    2.62459323e-02   3.55542967e-01]
 [  1.18776296e-02   1.00818093e-01  -2.00188695e-02   4.94644954e-02
   -5.54778293e-02  -8.71867689e-03   3.50394930e-01   3.99856682e-02
    1.51635452e-01  -2.07567773e-02]
 [  1.82696478e-01   3.72675192e-01  -1.38740969e-02  -1.46129213e-01
    8.18201765e-01   1.16926359e-03  -1.25617922e+00  -5.01853216e-02
    3.05202642e-02   2.71130903e-01]
 [ -3.99972437e-02  -4.29437518e-01  -2.17195652e-01   1.98472089e-01
   -3.91197178e-01   2.13077073e-01   4.52041208e-01   5.44448988e-02
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 [ -8.18967091e-02  -1.30599647e-01   1.28502530e-01   1.33179251e-01
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 [ -1.83016071e-01  -4.01502874e-01   1.24650932e-01  -6.02245216e-01
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[[ 0.5970418 ]
 [ 2.1424987 ]
 [ 0.20025875]
 [ 1.01519668]
 [-3.22484388]
 [-0.43542842]
 [-2.01329184]
 [ 0.02366384]
 [ 0.64214373]
 [ 0.80996165]]
Progress: 97.9% ... Training loss: 0.209 ... Validation loss: 0.380[[  2.43732217e-01   9.02630675e-01  -7.12330952e-02   1.84403209e-01
    6.29981000e-02  -1.06335144e-01  -6.45334807e-02   1.18483926e-01
    2.66334178e-02   3.56023381e-01]
 [  1.17897328e-02   1.00484681e-01  -2.00478751e-02   4.93240186e-02
   -5.49369002e-02  -8.66311039e-03   3.50726485e-01   3.99824013e-02
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 [  1.81733538e-01   3.69365800e-01  -1.42558512e-02  -1.47902866e-01
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    2.92609345e-02   2.69723629e-01]
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   -3.09303996e-02  -4.24555612e-02]
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   -2.03325353e-01  -2.46451150e-01]
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   -8.97509509e-02  -4.49771697e-03]
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 [  6.32835471e-02  -1.22192518e-01   8.36699107e-02   6.57532915e-02
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   -3.35296717e-02  -5.99968165e-02]
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   -1.45606107e-01  -4.30547025e-02]
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   -8.31880891e-02   9.64643589e-02   7.13920339e-03  -4.17236641e-02
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 [ -8.16676707e-02  -1.29823757e-01   1.28600018e-01   1.33643989e-01
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 [ -1.82863770e-01  -4.00533919e-01   1.24691054e-01  -6.02140828e-01
   -9.57926916e-01   2.19647781e-01   3.66965018e-01  -1.42431510e-01
   -1.70669932e-01   2.26838162e-02]]
[[ 0.59706511]
 [ 2.14687425]
 [ 0.20217924]
 [ 1.01853899]
 [-3.22664948]
 [-0.43784543]
 [-2.01409014]
 [ 0.02415417]
 [ 0.64293066]
 [ 0.81033208]]
Progress: 98.0% ... Training loss: 0.209 ... Validation loss: 0.379[[  2.43796659e-01   9.02665517e-01  -7.12025851e-02   1.84499398e-01
    6.31737848e-02  -1.06325039e-01  -6.50062070e-02   1.18485347e-01
    2.65696045e-02   3.56304753e-01]
 [  1.17897328e-02   1.00484681e-01  -2.00478751e-02   4.93240186e-02
   -5.49369002e-02  -8.66311039e-03   3.50726485e-01   3.99824013e-02
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 [  1.82006465e-01   3.69931802e-01  -1.41876556e-02  -1.47617738e-01
    8.18837999e-01   1.97251976e-03  -1.25702149e+00  -5.02247378e-02
    2.94136598e-02   2.70186951e-01]
 [ -4.40431875e-02  -4.40328750e-01  -2.18558422e-01   1.91817136e-01
   -3.81587152e-01   2.15933152e-01   4.63075884e-01   5.42901829e-02
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 [ -5.62231461e-02  -4.20097862e-02  -1.34770114e-01   6.04633703e-02
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   -1.77045175e-01  -8.10787443e-02]
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   -2.99057342e-02  -4.11061122e-02]
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   -2.02944492e-01  -2.45963733e-01]
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   -4.08021024e-03   1.95020775e-01]
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   -4.62739083e-02  -1.25126896e-02]
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   -8.14613782e-01   1.10916572e-01  -1.07400888e-01   1.57067133e-01
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   -1.67375014e-01  -2.24372448e-01]
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   -4.40244317e-02  -4.09421322e-01]
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   -3.86085607e-02   2.75429495e-02]
 [ -2.69855143e-01  -3.07364037e-02   4.18893096e-02   8.57260800e-02
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   -2.22550731e-03   1.58547828e-01]
 [  1.92020501e-01  -4.74390040e-02  -2.10391487e-01   2.74332543e-02
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    6.07773458e-02  -1.08971652e-01]
 [  2.80265302e-01  -2.14955303e-01   9.13368114e-02   8.86812124e-02
    1.64395059e-01  -8.88325850e-02  -2.16209973e-02  -1.31025540e-01
    1.87902086e-01  -7.26368201e-02]
 [ -8.08971575e-02  -1.28074335e-01   1.28844379e-01   1.34948499e-01
    3.79107378e-02  -1.27905396e-01   1.59282283e-01  -7.93138809e-02
    1.88297856e-01   2.85297280e-02]
 [ -1.82659288e-01  -4.01248581e-01   1.24782368e-01  -6.01779385e-01
   -9.59675839e-01   2.19555389e-01   3.66424161e-01  -1.42423854e-01
   -1.70530965e-01   2.30426480e-02]]
[[ 0.60608497]
 [ 2.14814287]
 [ 0.21023642]
 [ 1.02707266]
 [-3.22422041]
 [-0.42887133]
 [-2.00209007]
 [ 0.03210542]
 [ 0.65199106]
 [ 0.81807894]]
Progress: 98.0% ... Training loss: 0.209 ... Validation loss: 0.383[[  2.44474377e-01   9.05079685e-01  -7.09556365e-02   1.85602729e-01
    6.24412788e-02  -1.06771274e-01  -6.73859959e-02   1.18516650e-01
    2.72284443e-02   3.57296338e-01]
 [  1.11340983e-02   9.81709624e-02  -2.03071836e-02   4.80376089e-02
   -5.17422667e-02  -8.18739960e-03   3.52202793e-01   3.99421742e-02
    1.50765059e-01  -2.17817160e-02]
 [  1.83022389e-01   3.71902834e-01  -1.38985637e-02  -1.46371131e-01
    8.14712092e-01   1.43102936e-03  -1.26120501e+00  -5.01878516e-02
    3.04192117e-02   2.71404860e-01]
 [ -4.39565073e-02  -4.39514773e-01  -2.18513806e-01   1.92108996e-01
   -3.81347186e-01   2.15933349e-01   4.63128278e-01   5.42949231e-02
    3.99767491e-02   2.47338794e-01]
 [ -5.83909625e-02  -4.87708166e-02  -1.35544481e-01   5.68604832e-02
   -1.31959661e-01  -2.05609381e-01   1.33732755e-01  -1.11771491e-01
   -1.79177064e-01  -8.39507246e-02]
 [ -3.73240717e-01  -7.25423255e-01  -2.98594191e-01   1.51985449e-01
   -4.81417975e-01   1.55854743e-02   4.28598708e-01  -4.27831943e-02
   -3.02841929e-02  -4.15923863e-02]
 [ -3.47681484e-02  -5.17793783e-01   3.48622617e-04   2.40748494e-02
   -4.05258458e-01  -6.35642195e-02   1.69947957e-01  -1.98664787e-01
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   -5.29296747e-01  -1.70937802e-02   2.20918137e-01   1.04861230e-01
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   -2.68923063e-01   4.92099389e-02  -1.84030223e-02  -3.12218627e-02
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   -2.53208494e-01   1.22016394e-01   3.86830774e-01  -2.13356493e-02
   -2.03265408e-01  -2.46355422e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93507973e-01  -3.69805778e-01   9.15243139e-02   1.97852656e-01
   -1.83076025e-01  -6.06777335e-02   1.33862880e-01  -2.63703620e-01
   -2.97354850e-01  -1.26024530e-01]
 [  8.45243204e-02  -2.96904599e-01  -2.85669938e-02   8.59782629e-02
   -8.68204545e-02  -8.88722046e-02   3.53327744e-01  -4.69730345e-04
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 [  3.48586209e-02  -1.63593142e-01  -2.12051533e-01   1.31470923e-01
   -4.49344256e-02   7.14019239e-02  -3.51370002e-03  -2.11652184e-02
   -8.98016386e-02  -4.55474325e-03]
 [ -1.24905010e-01  -1.46955974e-01  -2.02231652e-01   1.44339856e-01
   -7.17396770e-02   1.33484443e-01  -5.03311989e-02  -2.52670117e-01
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 [ -6.20136212e-02  -1.75447673e-01   2.77706010e-01   1.02253919e-01
   -6.34508016e-02  -6.75445573e-02  -3.77608704e-02   1.19814513e-01
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 [  6.42355179e-02  -1.19517502e-01   8.40046055e-02   6.73056123e-02
   -2.03930015e-01  -9.20630787e-03   1.07452853e-01   1.17087246e-01
   -3.24882275e-02  -5.86949902e-02]
 [ -4.69083054e-03  -3.12220885e-01  -3.03474531e-01  -7.91652398e-02
   -2.05435636e-01  -8.25385559e-02  -6.94285681e-03   1.58213676e-01
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 [  5.58618301e-02  -8.80542288e-02  -1.10271926e-01   6.61128230e-02
   -4.18239381e-01   3.10733515e-01   3.35378356e-01   2.03344114e-01
   -1.44661884e-01  -4.20049261e-02]
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   -8.45457855e-02   9.62998409e-02   5.57299342e-03  -4.17072034e-02
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 [  9.84697661e-02   5.14400697e-02  -4.70151650e-02  -1.27198732e-01
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   -1.63406197e-01  -3.65802492e-01]
 [ -7.40596621e-03  -5.87028725e-01  -3.00876946e-02  -6.25340025e-02
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    3.90747859e-02  -3.86263968e-01]
 [  1.88303010e-02  -6.55858397e-01  -4.35143751e-02  -9.78357712e-02
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   -3.60150774e-01  -2.12032663e-01]
 [ -1.83586621e-01  -7.54656983e-01  -1.43371186e-02  -2.14988385e-01
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   -7.60672137e-02   8.87857742e-02]
 [ -3.14338121e-01  -6.05042991e-01   5.16923116e-02  -5.58825651e-02
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   -9.47341843e-02  -1.36559860e-01]
 [ -2.32544978e-01  -4.59604601e-01   2.43475161e-01  -2.67933625e-01
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   -2.79877676e-01  -4.63636005e-02]
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   -5.26423648e-02  -1.65824493e-01]
 [  4.97715824e-02   2.74140655e-01   1.42480322e-01  -1.58799978e-01
   -3.10375500e-01   8.20153223e-02  -1.02447052e-01   2.75396044e-01
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 [  3.72543576e-01   4.50560801e-01  -7.26677234e-02   2.86286010e-01
   -1.04575355e+00  -2.84097592e-01  -5.10640871e-01   1.77958669e-01
    4.05353309e-01   1.07160905e-02]
 [  7.42927105e-02   9.25455265e-02   2.65208108e-01   2.73268900e-01
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   -1.08079486e-01  -2.59002942e-01]
 [  4.37610009e-02  -1.29795162e-01  -1.15858018e-01  -3.78824251e-02
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    4.99634084e-02   2.32330471e-01]
 [  3.75522301e-02  -1.31279623e-02  -5.85859688e-02  -1.85377227e-02
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 [  5.86973333e-02   1.77849046e-01   2.51642340e-01   1.01666663e-01
   -9.41493245e-02  -1.60488775e-01  -4.93988640e-02   4.02221653e-02
   -1.64104836e-01   1.40256772e-01]
 [  1.09006912e-01   1.33218053e-01   1.16694480e-01   3.27558597e-02
   -1.16286773e-01   4.11919729e-02  -9.83774685e-02  -2.70504632e-01
    1.35794220e-02  -4.99177209e-02]
 [  1.53112973e-02   1.86327733e-01   9.07508729e-02  -3.15260167e-02
    1.35182485e-02   1.60899990e-01  -6.09338058e-02   1.18311080e-01
   -3.67287043e-03   1.95530293e-01]
 [  2.41190084e-01   1.21851264e-01   3.15449374e-02   7.62122051e-02
    6.27575501e-02  -3.98211355e-02  -3.17937989e-01   1.48006124e-01
   -4.57784997e-02  -1.18941519e-02]
 [  5.57927322e-02   1.13414643e-01   2.01253176e-02   4.84620891e-02
   -4.60106754e-01  -1.30717780e-01  -2.75243600e-01   4.10621771e-02
    1.24567038e-01   2.02807621e-01]
 [  5.06520447e-02   4.48946603e-01   1.27551132e-01   4.53384797e-01
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 [  1.41859177e-01   4.43653794e-01   6.10895789e-02   4.04019666e-01
   -1.57779251e+00  -5.88169815e-02  -3.14940184e-01   1.48341538e-01
    1.94212392e-01   4.19270886e-01]
 [  1.80772981e-01   2.83560317e-01   2.28394489e-01   8.44793735e-02
   -8.14663764e-01   1.11020224e-01  -1.07233833e-01   1.57058544e-01
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 [ -1.04362695e-01   2.23477324e-01   2.29742635e-01  -2.44839514e-02
   -2.08605666e-01   1.48596822e-01  -4.46727368e-02  -1.81642220e-02
   -6.35407634e-02   1.13049458e-02]
 [ -1.19851615e-01  -1.53612230e-02   1.68004686e-02   6.46013576e-02
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   -2.94588973e-01  -1.14865456e-01]
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   -2.08968928e-01   3.36122726e-02]
 [  8.84777773e-03  -5.11134987e-01  -1.28879441e-01  -1.64130487e-01
    3.60667463e-01   2.33671186e-02   2.20768988e-01   1.51500270e-01
   -1.67113841e-01  -2.24044888e-01]
 [ -5.06262644e-02  -5.59907523e-01  -2.20637634e-01  -2.91930989e-01
   -9.77762502e-01   5.27369594e-02   4.66484324e-01  -1.76729868e-01
   -4.25065703e-02  -4.07565500e-01]
 [ -5.81610369e-02  -1.03525423e-01   2.88736325e-01   1.03451864e-01
    1.66725557e-01   3.41280344e-02   2.68917413e-02  -2.91493302e-01
   -3.84066191e-02   2.79636492e-02]
 [ -2.69697287e-01  -2.98991817e-02   4.19477074e-02   8.59441138e-02
    2.15220554e-01  -2.26591018e-01  -4.52540467e-02   2.37624876e-01
   -2.15035165e-03   1.58606003e-01]
 [  1.91128516e-01  -5.04407140e-02  -2.10725853e-01   2.57972914e-02
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    5.97321468e-02  -1.10212188e-01]
 [  2.79861402e-01  -2.16120797e-01   9.12061348e-02   8.80495046e-02
    1.66524928e-01  -8.85887791e-02  -2.04385818e-02  -1.31044722e-01
    1.87467921e-01  -7.31404241e-02]
 [ -8.05483591e-02  -1.27103964e-01   1.28954751e-01   1.35566361e-01
    3.58559551e-02  -1.28099203e-01   1.57950561e-01  -7.92962233e-02
    1.88649754e-01   2.89708376e-02]
 [ -1.82449242e-01  -4.00768888e-01   1.24856031e-01  -6.01565671e-01
   -9.60780370e-01   2.19428033e-01   3.65556187e-01  -1.42416097e-01
   -1.70283610e-01   2.34743034e-02]]
[[ 0.61081502]
 [ 2.1508834 ]
 [ 0.21376435]
 [ 1.02936502]
 [-3.22436068]
 [-0.42446843]
 [-2.0011607 ]
 [ 0.03506889]
 [ 0.65681631]
 [ 0.82189511]]
Progress: 98.0% ... Training loss: 0.211 ... Validation loss: 0.384[[  2.41201728e-01   8.94309732e-01  -7.21394615e-02   1.79975054e-01
    7.62873296e-02  -1.04251540e-01  -5.74608680e-02   1.18318042e-01
    2.35441729e-02   3.52860194e-01]
 [  1.12269582e-02   9.84572166e-02  -2.02735842e-02   4.82002431e-02
   -5.23152326e-02  -8.25261718e-03   3.51878821e-01   3.99477942e-02
    1.50874202e-01  -2.16682219e-02]
 [  1.81928055e-01   3.65020726e-01  -1.44010529e-02  -1.48570780e-01
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 [ -8.12571028e-02  -1.29016866e-01   1.28698605e-01   1.34416703e-01
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    1.87911360e-01   2.80693579e-02]
 [ -1.83219975e-01  -4.02098984e-01   1.24562053e-01  -6.02798996e-01
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   -1.71153181e-01   2.23974968e-02]]
[[ 0.59145528]
 [ 2.13970565]
 [ 0.1977581 ]
 [ 1.01258732]
 [-3.23538603]
 [-0.44081168]
 [-2.02200256]
 [ 0.01790828]
 [ 0.63748079]
 [ 0.80283645]]
Progress: 98.1% ... Training loss: 0.212 ... Validation loss: 0.380[[  2.43171256e-01   9.01717287e-01  -7.14332576e-02   1.83478157e-01
    6.93877929e-02  -1.05837912e-01  -6.39354182e-02   1.18381284e-01
    2.55424555e-02   3.55457268e-01]
 [  1.09573286e-02   9.76584373e-02  -2.03637626e-02   4.77602714e-02
   -5.15004356e-02  -8.05813295e-03   3.52212346e-01   3.99396590e-02
    1.50575398e-01  -2.20358851e-02]
 [  1.81827784e-01   3.65153875e-01  -1.44756807e-02  -1.48742008e-01
    8.22272232e-01   2.55188241e-03  -1.25998960e+00  -5.02807682e-02
    2.86134314e-02   2.69362499e-01]
 [ -4.32498404e-02  -4.35780460e-01  -2.18251402e-01   1.93419754e-01
   -3.89726706e-01   2.15270077e-01   4.61878283e-01   5.42712541e-02
    4.06648420e-02   2.48803668e-01]
 [ -5.93384749e-02  -5.10602514e-02  -1.35876346e-01   5.56616874e-02
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   -1.79805267e-01  -8.48425008e-02]
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   -3.02175265e-02  -4.16209780e-02]
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   -5.24820781e-01  -1.60539738e-02   2.23116982e-01   1.04773930e-01
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   -2.49242306e-01   1.23081205e-01   3.91634621e-01  -2.14294362e-02
   -2.04955167e-01  -2.48337475e-01]
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   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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   -2.96951272e-01  -1.25659552e-01]
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   -8.56617897e-02  -8.84543357e-02   3.54004938e-01  -4.96990908e-04
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 [  3.58284044e-02  -1.60409259e-01  -2.11696296e-01   1.33116507e-01
   -4.70932916e-02   7.06306676e-02  -6.20367589e-03  -2.11277230e-02
   -8.87452405e-02  -3.26666843e-03]
 [ -1.25561397e-01  -1.48870853e-01  -2.02474452e-01   1.43172786e-01
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   -3.41013267e-02  -6.05377736e-02]
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   -2.05020659e-01  -8.25826139e-02  -8.10643244e-03   1.58215491e-01
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   -4.16349255e-01   3.11293784e-01   3.37449807e-01   2.03288000e-01
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 [ -8.09159073e-02  -1.28385789e-01   1.28811424e-01   1.35036689e-01
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    1.88241351e-01   2.85560874e-02]
 [ -1.82391809e-01  -3.99498559e-01   1.24821716e-01  -6.01683797e-01
   -9.63316532e-01   2.19421052e-01   3.64968311e-01  -1.42438442e-01
   -1.70284908e-01   2.35398211e-02]]
[[ 0.60505356]
 [ 2.14717055]
 [ 0.20930424]
 [ 1.02688479]
 [-3.23265892]
 [-0.42788182]
 [-2.00715392]
 [ 0.03030178]
 [ 0.65305625]
 [ 0.81741957]]
Progress: 98.2% ... Training loss: 0.209 ... Validation loss: 0.381[[  2.42909434e-01   9.01416773e-01  -7.14550944e-02   1.83181519e-01
    7.11889986e-02  -1.05668490e-01  -6.20187182e-02   1.18375778e-01
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 [  1.82765763e-01   3.68517987e-01  -1.40306821e-02  -1.46745170e-01
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   -3.81032172e-01   2.17059417e-01   4.68427115e-01   5.41342545e-02
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   -3.13689161e-02  -4.29637141e-02]
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   -2.05377406e-01  -2.48845335e-01]
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 [  1.82478044e-02  -6.58158586e-01  -4.37299491e-02  -9.88679477e-02
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   -3.60815073e-01  -2.12876269e-01]
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   -9.45080864e-02  -1.36281121e-01]
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   -1.64359643e-01   1.40082863e-01]
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    1.64326714e-02   1.61124505e-01  -6.00894069e-02   1.18291301e-01
   -4.08035996e-03   1.95009538e-01]
 [  2.40919829e-01   1.20693404e-01   3.14161424e-02   7.55582507e-02
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   -4.61389435e-02  -1.23429396e-02]
 [  5.53048930e-02   1.12117582e-01   1.99590404e-02   4.75870546e-02
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   -8.13983624e-01   1.11428484e-01  -1.05585707e-01   1.57023829e-01
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   -6.45720166e-02   1.00363930e-02]
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   -4.28796450e-02  -4.08178403e-01]
 [ -5.86604476e-02  -1.05684440e-01   2.88582905e-01   1.02626767e-01
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   -3.90576904e-02   2.72951299e-02]
 [ -2.70177737e-01  -3.27323585e-02   4.17759538e-02   8.52052522e-02
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   -2.68274371e-03   1.57984810e-01]
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 [  2.80664801e-01  -2.12240946e-01   9.15107301e-02   8.96782067e-02
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    1.88284533e-01  -7.19409995e-02]
 [ -8.19247509e-02  -1.30790601e-01   1.28466528e-01   1.33306674e-01
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    1.87143346e-01   2.72264071e-02]
 [ -1.82740193e-01  -4.00314117e-01   1.24706830e-01  -6.02415936e-01
   -9.63854780e-01   2.19682931e-01   3.66601623e-01  -1.42457205e-01
   -1.70637966e-01   2.32135236e-02]]
[[ 0.60314101]
 [ 2.14806378]
 [ 0.20421314]
 [ 1.02065102]
 [-3.2347645 ]
 [-0.43292414]
 [-2.01564383]
 [ 0.02751847]
 [ 0.64803379]
 [ 0.81223236]]
Progress: 98.2% ... Training loss: 0.208 ... Validation loss: 0.377[[  2.43372864e-01   9.04437995e-01  -7.12284928e-02   1.83900800e-01
    6.96553732e-02  -1.05965531e-01  -6.28060979e-02   1.18397224e-01
    2.61198614e-02   3.56286890e-01]
 [  1.06123541e-02   9.68805679e-02  -2.04886439e-02   4.71567735e-02
   -5.03595800e-02  -7.79974185e-03   3.52676281e-01   3.99220147e-02
    1.50187622e-01  -2.25116950e-02]
 [  1.83192873e-01   3.71454134e-01  -1.38105294e-02  -1.45585457e-01
    8.14215697e-01   1.38747457e-03  -1.26264160e+00  -5.01992974e-02
    3.05474963e-02   2.71894984e-01]
 [ -4.52878586e-02  -4.43292404e-01  -2.19159222e-01   1.89772499e-01
   -3.84625307e-01   2.16735994e-01   4.69186281e-01   5.41512217e-02
    3.85492905e-02   2.45955300e-01]
 [ -5.52729922e-02  -3.79117193e-02  -1.34497352e-01   6.20668179e-02
   -1.42640210e-01  -2.07360027e-01   1.24797427e-01  -1.11589860e-01
   -1.75511001e-01  -7.94248033e-02]
 [ -3.73002151e-01  -7.25423610e-01  -2.98500667e-01   1.52264739e-01
   -4.83102534e-01   1.53845606e-02   4.29083664e-01  -4.27767294e-02
   -3.00144932e-02  -4.12936346e-02]
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   -5.33567001e-01  -1.74732049e-02   2.19934183e-01   1.04876240e-01
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   -2.69844431e-01   4.88097196e-02  -1.89017078e-02  -3.12250213e-02
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   -2.50338317e-01   1.23419550e-01   3.93938694e-01  -2.14547901e-02
   -2.05475249e-01  -2.48917736e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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 [ -2.92662466e-01  -3.67630090e-01   9.18325420e-02   1.99172144e-01
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   -2.96420232e-01  -1.24930048e-01]
 [  8.39360072e-02  -2.98480204e-01  -2.87625561e-02   8.50339463e-02
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 [  3.51797817e-02  -1.62309189e-01  -2.11920375e-01   1.31992358e-01
   -4.56835138e-02   7.10774289e-02  -4.28762314e-03  -2.11602528e-02
   -8.94716281e-02  -4.10927121e-03]
 [ -1.26050750e-01  -1.50623568e-01  -2.02642089e-01   1.42288783e-01
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 [ -6.25750151e-02  -1.76931100e-01   2.77490807e-01   1.01154850e-01
   -6.14433386e-02  -6.72233890e-02  -3.67103104e-02   1.19763310e-01
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 [  6.19151262e-02  -1.29051779e-01   8.31702571e-02   6.33345262e-02
   -1.95632549e-01  -7.36661968e-03   1.14458440e-01   1.16956482e-01
   -3.52119775e-02  -6.18609895e-02]
 [ -4.05540045e-03  -3.10043584e-01  -3.03188522e-01  -7.76269446e-02
   -2.10412409e-01  -8.31173756e-02  -8.84653470e-03   1.58254942e-01
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 [  5.63012336e-02  -8.68436321e-02  -1.10107106e-01   6.69665045e-02
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   -1.44117357e-01  -4.15012478e-02]
 [  1.78953964e-02   5.20426796e-02   1.29117775e-01   1.40377019e-01
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 [  9.81295100e-02   5.04356265e-02  -4.71508690e-02  -1.27924572e-01
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   -1.65177380e-01  -2.01909535e-01   4.04797647e-02  -2.21406607e-02
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   -4.09985582e-01  -1.03372041e-02   5.80847254e-02  -2.58433629e-02
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   -1.62338318e-01  -3.64542766e-01]
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 [  1.82349791e-02  -6.58365486e-01  -4.37385515e-02  -9.89150062e-02
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   -3.60848658e-01  -2.12923156e-01]
 [ -1.84138401e-01  -7.55602081e-01  -1.45370255e-02  -2.15946006e-01
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   -7.66959659e-02   8.80316928e-02]
 [ -3.14031215e-01  -6.04638289e-01   5.17825466e-02  -5.52978893e-02
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   -9.43577272e-02  -1.36092169e-01]
 [ -2.33154245e-01  -4.61571810e-01   2.43270022e-01  -2.68818620e-01
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   -2.80475133e-01  -4.70959103e-02]
 [ -1.71895790e-01  -3.30310389e-01  -1.95163545e-01  -1.52357995e-01
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   -5.26566469e-02  -1.65855678e-01]
 [  4.90993475e-02   2.72995980e-01   1.42239840e-01  -1.59979801e-01
   -3.10725731e-01   8.25231787e-02  -1.02141810e-01   2.75355918e-01
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 [  3.73623434e-01   4.54577020e-01  -7.22717069e-02   2.87877480e-01
   -1.05291214e+00  -2.84888858e-01  -5.11797490e-01   1.77977309e-01
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 [  7.44866171e-02   9.25870742e-02   2.65269891e-01   2.73482789e-01
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   -1.07880726e-01  -2.58763936e-01]
 [  4.40586350e-02  -1.29366185e-01  -1.15766789e-01  -3.74778148e-02
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 [  3.72729314e-02  -1.54320320e-02  -5.86937943e-02  -1.90621358e-02
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    6.74415315e-02   3.89020326e-02]
 [  5.81706499e-02   1.76381596e-01   2.51468088e-01   1.00887039e-01
   -8.96666381e-02  -1.60171405e-01  -4.72898373e-02   4.01950879e-02
   -1.64686395e-01   1.39672476e-01]
 [  1.09230110e-01   1.33798829e-01   1.16680137e-01   3.25269604e-02
   -1.14143453e-01   4.12109648e-02  -9.98648139e-02  -2.70511287e-01
    1.36102844e-02  -4.97338964e-02]
 [  1.49823635e-02   1.84929982e-01   9.06265563e-02  -3.24000146e-02
    1.69676274e-02   1.61114273e-01  -6.02523862e-02   1.18291223e-01
   -4.10169383e-03   1.95069881e-01]
 [  2.40885118e-01   1.20430873e-01   3.13950531e-02   7.54103614e-02
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   -4.62290710e-02  -1.24478035e-02]
 [  5.49265220e-02   1.10927568e-01   1.98358973e-02   4.69538437e-02
   -4.56611565e-01  -1.30171337e-01  -2.72900084e-01   4.10172646e-02
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 [  5.07185627e-02   4.49280071e-01   1.27625150e-01   4.53848528e-01
   -1.75418753e+00  -2.80598273e-01  -4.25088349e-01  -7.08731903e-02
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 [  1.80171812e-01   2.81850572e-01   2.28195521e-01   8.37436889e-02
   -8.13689913e-01   1.11445250e-01  -1.06181860e-01   1.57022382e-01
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 [ -1.05407723e-01   2.20820858e-01   2.29389647e-01  -2.62554664e-02
   -2.06065980e-01   1.49294375e-01  -4.19109474e-02  -1.82151754e-02
   -6.46397005e-02   9.95158886e-03]
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   -2.94508761e-01  -1.14780683e-01]
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   -2.08649289e-01   3.39943876e-02]
 [  9.00037498e-03  -5.11072307e-01  -1.28826857e-01  -1.63862988e-01
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   -1.66935776e-01  -2.23835511e-01]
 [ -4.96170734e-02  -5.59865648e-01  -2.20310515e-01  -2.90241981e-01
   -9.82041814e-01   5.19932354e-02   4.64078787e-01  -1.76707199e-01
   -4.14922251e-02  -4.06496656e-01]
 [ -5.90439023e-02  -1.06830805e-01   2.88456924e-01   1.01975471e-01
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   -3.94757751e-02   2.67487283e-02]
 [ -2.69644329e-01  -3.13933184e-02   4.19760805e-02   8.59185693e-02
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   -2.03934099e-03   1.58854906e-01]
 [  1.90501630e-01  -5.42791446e-02  -2.10954284e-01   2.49347800e-02
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    5.90739011e-02  -1.11003458e-01]
 [  2.80501734e-01  -2.12572473e-01   9.14846509e-02   8.95230142e-02
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    1.88165935e-01  -7.19909087e-02]
 [ -8.22374674e-02  -1.31684565e-01   1.28364479e-01   1.32756544e-01
    4.28477235e-02  -1.26844956e-01   1.61826936e-01  -7.93926821e-02
    1.86821539e-01   2.67861237e-02]
 [ -1.83217246e-01  -4.01037326e-01   1.24523099e-01  -6.03434302e-01
   -9.65299321e-01   2.20184290e-01   3.67515238e-01  -1.42492844e-01
   -1.71153647e-01   2.25014542e-02]]
[[ 0.60552826]
 [ 2.14990591]
 [ 0.20420065]
 [ 1.02369957]
 [-3.23589296]
 [-0.43177632]
 [-2.01209786]
 [ 0.02979233]
 [ 0.6497766 ]
 [ 0.81396546]]
Progress: 98.2% ... Training loss: 0.208 ... Validation loss: 0.377[[  2.43646833e-01   9.06123647e-01  -7.11581950e-02   1.84324969e-01
    7.18049780e-02  -1.06135834e-01  -6.39145732e-02   1.18403553e-01
    2.63166823e-02   3.56271292e-01]
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 [ -4.95257086e-02  -5.59621435e-01  -2.20281389e-01  -2.90094239e-01
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   -3.95641256e-02   2.67200195e-02]
 [ -2.68995175e-01  -2.87930043e-02   4.22000028e-02   8.69581789e-02
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 [  1.89981194e-01  -5.60893036e-02  -2.11127235e-01   2.40163775e-02
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 [  2.79955635e-01  -2.14737871e-01   9.12769574e-02   8.85237905e-02
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    1.87530037e-01  -7.28793582e-02]
 [ -8.24645525e-02  -1.32309195e-01   1.28281755e-01   1.32369691e-01
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    1.86570119e-01   2.65108946e-02]
 [ -1.82832031e-01  -3.99095858e-01   1.24645145e-01  -6.02661473e-01
   -9.67267122e-01   2.19893547e-01   3.66293670e-01  -1.42474284e-01
   -1.70674915e-01   2.30417108e-02]]
[[ 0.60409821]
 [ 2.14883131]
 [ 0.20227533]
 [ 1.02176439]
 [-3.23737673]
 [-0.43207731]
 [-2.01357053]
 [ 0.02899465]
 [ 0.64838883]
 [ 0.8136916 ]]
Progress: 98.3% ... Training loss: 0.208 ... Validation loss: 0.376[[  2.42304442e-01   9.02881264e-01  -7.15543292e-02   1.82071349e-01
    7.32750405e-02  -1.05120948e-01  -5.98922732e-02   1.18335067e-01
    2.51893618e-02   3.54759577e-01]
 [  1.03827710e-02   9.56645658e-02  -2.05760863e-02   4.66826120e-02
   -5.11712591e-02  -7.53954769e-03   3.53742445e-01   3.99059936e-02
    1.50058424e-01  -2.26408098e-02]
 [  1.83131401e-01   3.70835819e-01  -1.37904685e-02  -1.46034001e-01
    8.17410426e-01   1.35517451e-03  -1.26217992e+00  -5.02041004e-02
    3.07124721e-02   2.71928181e-01]
 [ -4.71655826e-02  -4.47841755e-01  -2.19762305e-01   1.87371310e-01
   -3.86997585e-01   2.18385948e-01   4.74418002e-01   5.40530112e-02
    3.65229826e-02   2.43104906e-01]
 [ -5.52788847e-02  -3.76303476e-02  -1.34467925e-01   6.25508643e-02
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   -1.75765930e-01  -7.98269983e-02]
 [ -3.73398935e-01  -7.27105805e-01  -2.98673568e-01   1.51727901e-01
   -4.83626846e-01   1.56372153e-02   4.29792864e-01  -4.27968826e-02
   -3.04191724e-02  -4.19897726e-02]
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   -3.93913821e-01  -6.19757180e-02   1.75765442e-01  -1.98850374e-01
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   -5.31026810e-01  -1.65195245e-02   2.22581859e-01   1.04804260e-01
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   -2.65962623e-01   4.96369637e-02  -1.48320445e-02  -3.12833011e-02
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 [  1.94058130e-02  -6.40167304e-01   5.68373110e-02  -1.57041531e-01
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   -3.17431661e-02   1.08471509e-02]
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   -2.50331013e-01   1.23837659e-01   3.95913361e-01  -2.14824869e-02
   -2.06072432e-01  -2.49675056e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93211021e-01  -3.69340223e-01   9.16245818e-02   1.98267154e-01
   -1.83278338e-01  -6.09350776e-02   1.33283414e-01  -2.63693503e-01
   -2.97069257e-01  -1.25735875e-01]
 [  8.39917339e-02  -2.98064790e-01  -2.87358441e-02   8.52052141e-02
   -8.75612243e-02  -8.85093588e-02   3.53934722e-01  -4.93892178e-04
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 [  3.52917022e-02  -1.62337988e-01  -2.11875552e-01   1.32269329e-01
   -4.53940787e-02   7.09856388e-02  -4.57839238e-03  -2.11534962e-02
   -8.92861565e-02  -4.10261214e-03]
 [ -1.25651436e-01  -1.50464259e-01  -2.02513942e-01   1.42908367e-01
   -6.70635513e-02   1.33946535e-01  -4.79829966e-02  -2.52717407e-01
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 [ -6.37317115e-02  -1.81158048e-01   2.77100705e-01   9.90620593e-02
   -5.72706339e-02  -6.63838652e-02  -3.41205121e-02   1.19702929e-01
    8.99636897e-02   7.68649381e-02]
 [  6.35207136e-02  -1.23813761e-01   8.37140670e-02   6.58880136e-02
   -2.01439189e-01  -8.55362002e-03   1.09688003e-01   1.17035162e-01
   -3.34695563e-02  -5.96663639e-02]
 [ -3.30870478e-03  -3.07074839e-01  -3.02920375e-01  -7.63311114e-02
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 [ -8.25022721e-02  -1.32734128e-01   1.28269448e-01   1.32263345e-01
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    1.86515191e-01   2.64651490e-02]
 [ -1.83145348e-01  -3.99615589e-01   1.24516907e-01  -6.03437513e-01
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   -1.70987274e-01   2.25281439e-02]]
[[ 0.59792192]
 [ 2.14493429]
 [ 0.19789892]
 [ 1.01484179]
 [-3.23850645]
 [-0.43661612]
 [-2.01918506]
 [ 0.02180835]
 [ 0.64123955]
 [ 0.80567093]]
Progress: 98.3% ... Training loss: 0.209 ... Validation loss: 0.377[[  2.40877885e-01   8.97781714e-01  -7.20948169e-02   1.79470567e-01
    8.06834931e-02  -1.04100039e-01  -5.71754891e-02   1.18278813e-01
    2.34389572e-02   3.52754977e-01]
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 [  1.82916523e-01   3.67616330e-01  -1.40190700e-02  -1.46973913e-01
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    3.01255654e-02   2.71337691e-01]
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 [ -5.53033642e-02  -3.70216841e-02  -1.34518956e-01   6.28099619e-02
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   -3.15956379e-02  -4.34321231e-02]
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   -2.05862652e-01  -2.49333327e-01]
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   -3.43039526e-02  -6.06842057e-02]
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   -1.14501294e-01   4.06885706e-02  -1.01961165e-01  -2.70475832e-01
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 [  1.54512265e-02   1.86422178e-01   9.07851930e-02  -3.18538254e-02
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   -3.64163817e-03   1.95710875e-01]
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   -4.70814863e-02  -1.34636084e-02]
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 [  1.89639158e-01  -5.77172297e-02  -2.11230377e-01   2.34274260e-02
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 [ -8.27841268e-02  -1.33468050e-01   1.28169842e-01   1.31752395e-01
    4.43726830e-02  -1.26463787e-01   1.61899545e-01  -7.94173299e-02
    1.86175006e-01   2.60702629e-02]
 [ -1.83931948e-01  -4.01716713e-01   1.24263531e-01  -6.04639142e-01
   -9.68536131e-01   2.20710938e-01   3.69189137e-01  -1.42524356e-01
   -1.71787347e-01   2.14998530e-02]]
[[ 0.58827006]
 [ 2.13661583]
 [ 0.1888948 ]
 [ 1.00556437]
 [-3.24285156]
 [-0.44250846]
 [-2.02566583]
 [ 0.01374003]
 [ 0.63152706]
 [ 0.79607569]]
Progress: 98.4% ... Training loss: 0.217 ... Validation loss: 0.382[[  2.41366173e-01   8.98294596e-01  -7.19706946e-02   1.79799439e-01
    7.86022580e-02  -1.04351486e-01  -5.61343133e-02   1.18287337e-01
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   -5.25183403e-02  -7.62152897e-03   3.53248164e-01   3.99079325e-02
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 [  1.83037059e-01   3.67947039e-01  -1.39867624e-02  -1.46859331e-01
    8.17332984e-01   1.64525098e-03  -1.26453354e+00  -5.02236068e-02
    3.02389269e-02   2.71258163e-01]
 [ -4.21314783e-02  -4.31341165e-01  -2.18096506e-01   1.96594286e-01
   -4.08471149e-01   2.14818284e-01   4.60265996e-01   5.42009028e-02
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 [ -5.59696069e-02  -3.63314461e-02  -1.34661789e-01   6.16723067e-02
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   -1.76351608e-01  -8.06574793e-02]
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   -4.84708013e-01   1.55160749e-02   4.30055756e-01  -4.28076965e-02
   -3.03367569e-02  -4.18635973e-02]
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   -2.68666058e-01   4.89397279e-02  -1.54027846e-02  -3.12599168e-02
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   -2.04966290e-01  -2.48228767e-01]
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   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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 [ -2.93126960e-01  -3.69489482e-01   9.16770307e-02   1.98476022e-01
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   -2.96931989e-01  -1.25506388e-01]
 [  8.48411904e-02  -2.95422091e-01  -2.84884098e-02   8.64993645e-02
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 [  3.43404851e-02  -1.65307451e-01  -2.12185624e-01   1.30706086e-01
   -4.33102673e-02   7.16067119e-02  -1.98745547e-03  -2.11855203e-02
   -9.02887347e-02  -5.36241636e-03]
 [ -1.25418164e-01  -1.50779773e-01  -2.02434259e-01   1.43331660e-01
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 [ -6.29117637e-02  -1.80146120e-01   2.77377637e-01   1.00447523e-01
   -6.08649219e-02  -6.70248244e-02  -3.67166864e-02   1.19730370e-01
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 [  6.27881873e-02  -1.26968465e-01   8.34381203e-02   6.44542350e-02
   -1.98792962e-01  -7.99144973e-03   1.11641745e-01   1.17005334e-01
   -3.43537266e-02  -6.07467886e-02]
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   -2.19014213e-01  -8.37730727e-02  -1.07865426e-02   1.58287001e-01
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   -1.44719025e-01  -4.22761154e-02]
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   -1.61924526e-01  -3.64065217e-01]
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 [  1.86583209e-02  -6.58285920e-01  -4.36087836e-02  -9.81588213e-02
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   -3.60402814e-01  -2.12370174e-01]
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   -7.62288010e-02   8.86624200e-02]
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   -9.40986851e-02  -1.35798827e-01]
 [ -2.32843383e-01  -4.61153733e-01   2.43374717e-01  -2.68228715e-01
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   -2.80103697e-01  -4.66170604e-02]
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   -5.26700334e-02  -1.65885938e-01]
 [  5.09230860e-02   2.79675813e-01   1.42814990e-01  -1.56864928e-01
   -3.19181359e-01   8.11475525e-02  -1.07622947e-01   2.75404267e-01
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 [  3.69185801e-01   4.40772213e-01  -7.37713947e-02   2.80255472e-01
   -1.04746668e+00  -2.81486541e-01  -4.99778645e-01   1.77788937e-01
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 [  7.47155137e-02   9.34306018e-02   2.65345196e-01   2.73859016e-01
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   -1.07604247e-01  -2.58468094e-01]
 [  4.51143457e-02  -1.27403386e-01  -1.15447180e-01  -3.57745606e-02
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 [  3.59872354e-02  -2.02334452e-02  -5.91490074e-02  -2.12907574e-02
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 [  5.71505760e-02   1.72409959e-01   2.51110442e-01   9.91020898e-02
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   -1.65813686e-01   1.38338190e-01]
 [  1.09970440e-01   1.35904743e-01   1.16905584e-01   3.34779063e-02
   -1.14501294e-01   4.06885706e-02  -1.01961165e-01  -2.70475832e-01
    1.43447057e-02  -4.87438982e-02]
 [  1.56618752e-02   1.87121915e-01   9.08590852e-02  -3.15349828e-02
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   -3.39686445e-03   1.95999626e-01]
 [  2.39862957e-01   1.17149244e-01   3.10422724e-02   7.34719327e-02
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   -4.73234632e-02  -1.38111131e-02]
 [  5.51451083e-02   1.11437556e-01   1.99126979e-02   4.73173762e-02
   -4.57491121e-01  -1.30359808e-01  -2.73950663e-01   4.10163854e-02
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 [  5.13536025e-02   4.51474835e-01   1.27862954e-01   4.54989688e-01
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    1.94901063e-01   4.19677935e-01]
 [  1.79592220e-01   2.80990528e-01   2.28012840e-01   8.28935523e-02
   -8.14174233e-01   1.11798888e-01  -1.04970741e-01   1.57004836e-01
    1.88801219e-01   1.69754343e-02]
 [ -1.05901704e-01   2.19413612e-01   2.29236865e-01  -2.70010769e-02
   -2.05362043e-01   1.49676392e-01  -3.97501878e-02  -1.82304004e-02
   -6.51715168e-02   9.27947903e-03]
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   -2.94578762e-01  -1.14838190e-01]
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   -2.08335284e-01   3.43725323e-02]
 [  9.86955050e-03  -5.09433514e-01  -1.28541577e-01  -1.62496778e-01
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   -1.65985813e-01  -2.22672709e-01]
 [ -4.91966427e-02  -5.59805173e-01  -2.20210114e-01  -2.89825398e-01
   -9.89124245e-01   5.17434964e-02   4.62227184e-01  -1.76698809e-01
   -4.11866009e-02  -4.06101001e-01]
 [ -5.99607367e-02  -1.11577630e-01   2.88132590e-01   1.00320169e-01
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   -4.04356279e-02   2.56565780e-02]
 [ -2.70140661e-01  -3.40801595e-02   4.18241801e-02   8.52208823e-02
    2.22408958e-01  -2.26655653e-01  -4.39939578e-02   2.37573730e-01
   -2.55844811e-03   1.57815996e-01]
 [  1.90698135e-01  -5.49236879e-02  -2.10888288e-01   2.51395214e-02
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 [  2.81825565e-01  -2.09966765e-01   9.18801933e-02   9.16411496e-02
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    1.89473210e-01  -7.05199212e-02]
 [ -8.21830849e-02  -1.32118822e-01   1.28365197e-01   1.32798214e-01
    4.20143814e-02  -1.26922723e-01   1.60631253e-01  -7.94026623e-02
    1.86854106e-01   2.68867047e-02]
 [ -1.84761627e-01  -4.05043216e-01   1.24026188e-01  -6.06148805e-01
   -9.68626098e-01   2.21305158e-01   3.72652483e-01  -1.42543827e-01
   -1.72576488e-01   2.04163811e-02]]
[[ 0.59799294]
 [ 2.14101613]
 [ 0.19873689]
 [ 1.01950894]
 [-3.23776625]
 [-0.43083649]
 [-2.00902265]
 [ 0.02489021]
 [ 0.64389405]
 [ 0.80867644]]
Progress: 98.5% ... Training loss: 0.209 ... Validation loss: 0.379[[  2.44845249e-01   9.11514909e-01  -7.07248027e-02   1.85880982e-01
    6.58164674e-02  -1.06910634e-01  -6.68807009e-02   1.18431471e-01
    2.78214175e-02   3.57947227e-01]
 [  1.07792064e-02   9.68513889e-02  -2.04568389e-02   4.72727945e-02
   -5.38027954e-02  -7.81943499e-03   3.52748523e-01   3.99191629e-02
    1.50438275e-01  -2.21168906e-02]
 [  1.84077248e-01   3.71926101e-01  -1.37095683e-02  -1.45574069e-01
    8.08802285e-01   1.03615161e-03  -1.26861181e+00  -5.01908695e-02
    3.11084651e-02   2.72400211e-01]
 [ -4.29053028e-02  -4.33577258e-01  -2.18330182e-01   1.95482691e-01
   -4.10974373e-01   2.15323236e-01   4.60883271e-01   5.41688884e-02
    4.13994734e-02   2.48794431e-01]
 [ -5.71929947e-02  -4.09995189e-02  -1.35120210e-01   5.92824203e-02
   -1.26715296e-01  -2.06187157e-01   1.30003723e-01  -1.11653954e-01
   -1.77869167e-01  -8.25573255e-02]
 [ -3.72601059e-01  -7.25151854e-01  -2.98383921e-01   1.53117985e-01
   -4.86540677e-01   1.49151625e-02   4.28990259e-01  -4.27713786e-02
   -2.94084827e-02  -4.07375695e-02]
 [ -3.52557822e-02  -5.22037564e-01   2.05046121e-04   2.30886515e-02
   -4.01182883e-01  -6.35154770e-02   1.69138470e-01  -1.98777687e-01
    1.77008911e-01   3.75823089e-02]
 [  5.22653523e-02  -6.52581678e-01   5.52568201e-03  -1.62643215e-01
   -5.40138156e-01  -1.73882779e-02   2.18198695e-01   1.04837840e-01
    1.38848233e-02  -8.70651870e-02]
 [ -1.60640913e-01  -2.51410119e-01  -2.92518364e-01  -3.05442469e-03
   -2.69968670e-01   4.88971447e-02  -1.51783164e-02  -3.12567509e-02
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 [  1.89256609e-02  -6.43923241e-01   5.67242184e-02  -1.58487381e-01
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   -3.22680271e-02   1.00399480e-02]
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 [ -1.75477231e-01  -5.42341707e-01  -8.31913757e-02  -1.76009298e-03
   -2.55307113e-01   1.22936537e-01   3.93898878e-01  -2.14460949e-02
   -2.04764576e-01  -2.48004833e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.92165473e-01  -3.67018441e-01   9.20522545e-02   2.00298588e-01
   -1.85666981e-01  -6.18222917e-02   1.31883844e-01  -2.63646022e-01
   -2.95740390e-01  -1.24070457e-01]
 [  8.46490641e-02  -2.95947163e-01  -2.85578018e-02   8.61733023e-02
   -8.86072138e-02  -8.89692179e-02   3.52554993e-01  -4.83315161e-04
    6.53582894e-03  -2.58573482e-02]
 [  3.43357300e-02  -1.65155402e-01  -2.12181131e-01   1.30666575e-01
   -4.26059313e-02   7.16274365e-02  -2.20319187e-03  -2.11862421e-02
   -9.02954436e-02  -5.34596174e-03]
 [ -1.24450835e-01  -1.47442258e-01  -2.02110792e-01   1.44940142e-01
   -7.08587260e-02   1.33047610e-01  -5.13425021e-02  -2.52679203e-01
    6.87064400e-02  -1.94834523e-01]
 [ -6.22908471e-02  -1.77996881e-01   2.77591125e-01   1.01461541e-01
   -6.34697421e-02  -6.74762037e-02  -3.86737724e-02   1.19755325e-01
    9.15011203e-02   7.87315704e-02]
 [  6.31862841e-02  -1.25602123e-01   8.35841397e-02   6.51795196e-02
   -2.00328964e-01  -8.30331626e-03   1.10291298e-01   1.17023480e-01
   -3.39082070e-02  -6.02177357e-02]
 [ -2.91837687e-03  -3.06073912e-01  -3.02803397e-01  -7.56897046e-02
   -2.20407228e-01  -8.39520289e-02  -1.15767614e-02   1.58298200e-01
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 [  5.71447888e-02  -8.46462925e-02  -1.09836622e-01   6.85762136e-02
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   -1.43230297e-01  -4.05767164e-02]
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   -1.62012784e-01  -3.64187447e-01]
 [ -7.51626213e-03  -5.88738637e-01  -3.01129777e-02  -6.26824890e-02
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    3.90274217e-02  -3.86494385e-01]
 [  1.88318055e-02  -6.58074515e-01  -4.35482122e-02  -9.78758490e-02
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   -3.60210435e-01  -2.12125154e-01]
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   -7.61720064e-02   8.87342514e-02]
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   -9.41411547e-02  -1.35845014e-01]
 [ -2.32829505e-01  -4.61123776e-01   2.43401826e-01  -2.68109470e-01
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   -2.80031774e-01  -4.65538074e-02]
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   -5.23419167e-02  -1.65477412e-01]
 [  5.15020215e-02   2.82249611e-01   1.43039305e-01  -1.55674731e-01
   -3.23114312e-01   8.06653990e-02  -1.10409176e-01   2.75431387e-01
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 [  3.69628994e-01   4.43290447e-01  -7.35705884e-02   2.81015025e-01
   -1.04963421e+00  -2.81855200e-01  -5.01426641e-01   1.77811627e-01
    4.02192872e-01   7.16481139e-03]
 [  7.49716364e-02   9.40473656e-02   2.65440832e-01   2.74322280e-01
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   -1.07296727e-01  -2.58144794e-01]
 [  4.50143760e-02  -1.28149399e-01  -1.15480563e-01  -3.59180573e-02
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 [  3.65670102e-02  -1.83771520e-02  -5.89549096e-02  -2.03666499e-02
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 [  5.70935435e-02   1.72317481e-01   2.51099679e-01   9.89391137e-02
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   -1.65893934e-01   1.38281171e-01]
 [  1.10590532e-01   1.37872588e-01   1.17113583e-01   3.45673567e-02
   -1.16023012e-01   4.02317401e-02  -1.03511512e-01  -2.70453488e-01
    1.50119945e-02  -4.79596869e-02]
 [  1.58395382e-02   1.87747294e-01   9.09131391e-02  -3.13033041e-02
    1.47988464e-02   1.60436962e-01  -6.23303502e-02   1.18329834e-01
   -3.25104870e-03   1.96198172e-01]
 [  2.39674551e-01   1.16497939e-01   3.09746950e-02   7.31234791e-02
    7.21231139e-02  -3.87199340e-02  -3.13449030e-01   1.47929416e-01
   -4.75462546e-02  -1.40820754e-02]
 [  5.54592426e-02   1.12533748e-01   2.00176810e-02   4.78521709e-02
   -4.58995452e-01  -1.30571969e-01  -2.74805993e-01   4.10294491e-02
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 [  5.13990077e-02   4.51920796e-01   1.27885953e-01   4.55069676e-01
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 [  1.42741982e-01   4.49028646e-01   6.14849897e-02   4.06099214e-01
   -1.58580034e+00  -5.95074085e-02  -3.16794183e-01   1.48386930e-01
    1.95301141e-01   4.20175113e-01]
 [  1.79860504e-01   2.81958427e-01   2.28107656e-01   8.33516744e-02
   -8.15554679e-01   1.11597561e-01  -1.05533329e-01   1.57016295e-01
    1.89103330e-01   1.73048858e-02]
 [ -1.05828668e-01   2.19781342e-01   2.29261278e-01  -2.68676537e-02
   -2.05947401e-01   1.49622794e-01  -3.99897157e-02  -1.82274000e-02
   -6.50910763e-02   9.37294952e-03]
 [ -1.19940146e-01  -1.63488197e-02   1.67822324e-02   6.45017486e-02
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   -2.94626497e-01  -1.14893626e-01]
 [ -2.26116190e-01  -9.89330437e-02  -9.52485557e-02  -3.42991131e-01
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   -2.08357972e-01   3.43732930e-02]
 [  1.00869520e-02  -5.09125840e-01  -1.28473399e-01  -1.62164620e-01
    3.55272603e-01   2.24380378e-02   2.17678415e-01   1.51542487e-01
   -1.65755348e-01  -2.22375160e-01]
 [ -4.94456251e-02  -5.60238591e-01  -2.20303689e-01  -2.90340210e-01
   -9.90806172e-01   5.19923622e-02   4.64011437e-01  -1.76716167e-01
   -4.14002377e-02  -4.06516690e-01]
 [ -5.94592563e-02  -1.10291316e-01   2.88312194e-01   1.01177930e-01
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   -3.99307420e-02   2.63534710e-02]
 [ -2.68759060e-01  -2.97943989e-02   4.23174445e-02   8.75328743e-02
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   -1.01126586e-03   1.59680016e-01]
 [  1.91177731e-01  -5.36181410e-02  -2.10730383e-01   2.59725355e-02
    1.88308145e-01  -3.40826635e-01   1.38348225e-02  -1.62327284e-01
    5.98724559e-02  -1.10071829e-01]
 [  2.83230474e-01  -2.04438289e-01   9.24257517e-02   9.43845501e-02
    1.56325811e-01  -9.11200281e-02  -3.01451363e-02  -1.30937789e-01
    1.91087982e-01  -6.84511176e-02]
 [ -8.22558624e-02  -1.32319082e-01   1.28357811e-01   1.32788323e-01
    4.09839864e-02  -1.26905293e-01   1.60613269e-01  -7.94037176e-02
    1.86857228e-01   2.68036122e-02]
 [ -1.84136196e-01  -4.03032808e-01   1.24250582e-01  -6.05178953e-01
   -9.71761676e-01   2.20832732e-01   3.70625256e-01  -1.42517590e-01
   -1.71865644e-01   2.13334033e-02]]
[[ 0.61440708]
 [ 2.15403778]
 [ 0.21462925]
 [ 1.03542821]
 [-3.2311319 ]
 [-0.41723819]
 [-1.99343546]
 [ 0.03971685]
 [ 0.66050894]
 [ 0.82569466]]
Progress: 98.5% ... Training loss: 0.214 ... Validation loss: 0.387[[  2.42615164e-01   9.05960658e-01  -7.15009877e-02   1.82065844e-01
    7.70670912e-02  -1.05491563e-01  -6.18532169e-02   1.18296855e-01
    2.54634108e-02   3.55231347e-01]
 [  1.10550877e-02   9.78802718e-02  -2.03276728e-02   4.78086450e-02
   -5.54349637e-02  -8.03746697e-03   3.52685613e-01   3.99436522e-02
    1.50832108e-01  -2.16557446e-02]
 [  1.85649721e-01   3.74754917e-01  -1.30697843e-02  -1.42743212e-01
    8.10283032e-01  -6.05326560e-05  -1.26871617e+00  -5.00730878e-02
    3.30939697e-02   2.74843988e-01]
 [ -4.26992436e-02  -4.30833118e-01  -2.18337720e-01   1.95638447e-01
   -4.10313278e-01   2.15374532e-01   4.57979956e-01   5.41724331e-02
    4.14036137e-02   2.48916888e-01]
 [ -5.87266245e-02  -4.53726095e-02  -1.35627031e-01   5.68635620e-02
   -1.22471084e-01  -2.05323730e-01   1.34307932e-01  -1.11754652e-01
   -1.79522448e-01  -8.47392917e-02]
 [ -3.73839760e-01  -7.28274411e-01  -2.98863775e-01   1.50847825e-01
   -4.81448596e-01   1.57164633e-02   4.30333851e-01  -4.28522886e-02
   -3.08420486e-02  -4.24415704e-02]
 [ -3.68354119e-02  -5.25313603e-01  -3.46327445e-04   2.04172109e-02
   -3.96780705e-01  -6.24537813e-02   1.72226546e-01  -1.98876498e-01
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 [  5.14185105e-02  -6.55121088e-01   5.25574018e-03  -1.64004578e-01
   -5.35568578e-01  -1.68673626e-02   2.21243905e-01   1.04789164e-01
    1.30285531e-02  -8.79727783e-02]
 [ -1.61739969e-01  -2.54867187e-01  -2.92903871e-01  -4.80671669e-03
   -2.67388987e-01   4.96284311e-02  -1.22393432e-02  -3.13294782e-02
    3.05746911e-01  -1.10480047e-01]
 [  1.65505637e-02  -6.49005244e-01   5.58895646e-02  -1.62551825e-01
   -6.88397838e-01  -1.07287619e-01   2.01721005e-01  -1.28679640e-01
   -3.48084822e-02   7.12910136e-03]
 [ -6.22174212e-02  -3.66829188e-01   1.56165321e-02  -1.07781410e-01
   -4.79139356e-01  -2.03466045e-02   2.93735732e-01  -1.03482842e-01
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 [ -1.75776768e-01  -5.43765347e-01  -8.32931440e-02  -2.20701136e-03
   -2.55781475e-01   1.23148170e-01   3.94272510e-01  -2.14670370e-02
   -2.05102548e-01  -2.48424797e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.92961745e-01  -3.69350688e-01   9.17631907e-02   1.98933266e-01
   -1.83670934e-01  -6.13241577e-02   1.33497443e-01  -2.63698458e-01
   -2.96600147e-01  -1.25117628e-01]
 [  8.39680115e-02  -2.97663405e-01  -2.88057669e-02   8.50033031e-02
   -8.66921756e-02  -8.84720428e-02   3.53588974e-01  -5.29063323e-04
    5.78590758e-03  -2.67832243e-02]
 [  3.39450651e-02  -1.65825420e-01  -2.12339133e-01   1.29886823e-01
   -3.94919720e-02   7.18411849e-02  -2.04988470e-03  -2.12085889e-02
   -9.07966680e-02  -5.84954072e-03]
 [ -1.25434197e-01  -1.50020376e-01  -2.02464644e-01   1.43248053e-01
   -6.82874578e-02   1.33693196e-01  -4.90593823e-02  -2.52739991e-01
    6.76069372e-02  -1.96183450e-01]
 [ -6.28920073e-02  -1.79283329e-01   2.77383956e-01   1.00461152e-01
   -6.08616419e-02  -6.70777766e-02  -3.73268416e-02   1.19716750e-01
    9.08691302e-02   7.79629776e-02]
 [  6.35345000e-02  -1.24831801e-01   8.37014099e-02   6.57353884e-02
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   -3.35240481e-02  -5.97091835e-02]
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 [ -8.33820886e-02  -1.35925174e-01   1.27964204e-01   1.30957439e-01
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    1.85639224e-01   2.53371412e-02]
 [ -1.85165574e-01  -4.05653454e-01   1.23879140e-01  -6.06876210e-01
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   -1.73002565e-01   1.99098264e-02]]
[[ 0.60203503]
 [ 2.14728849]
 [ 0.19916301]
 [ 1.02032279]
 [-3.23865401]
 [-0.4324283 ]
 [-2.01694977]
 [ 0.02581311]
 [ 0.64524686]
 [ 0.81057753]]
Progress: 98.5% ... Training loss: 0.209 ... Validation loss: 0.377[[  2.43907587e-01   9.10294608e-01  -7.10372638e-02   1.84324166e-01
    6.94467066e-02  -1.06311785e-01  -6.16263895e-02   1.18355842e-01
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 [  1.11669041e-02   9.83434651e-02  -2.02918377e-02   4.80124220e-02
   -5.61575917e-02  -8.10737929e-03   3.52474017e-01   3.99482915e-02
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 [  1.85979426e-01   3.76717421e-01  -1.28827467e-02  -1.42013343e-01
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   -4.04937245e-01   2.16791489e-01   4.61637772e-01   5.40764505e-02
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   -2.95589188e-02  -4.08543070e-02]
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   -2.04928376e-01  -2.48242131e-01]
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   -1.62415374e-01  -3.64695288e-01]
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   -1.16014682e-01   3.98792721e-02  -1.05030183e-01  -2.70433371e-01
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   -4.82833777e-02  -1.50368724e-02]
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 [ -8.27411235e-02  -1.34042702e-01   1.28184740e-01   1.32086845e-01
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    1.86343751e-01   2.61527041e-02]
 [ -1.86073790e-01  -4.08808544e-01   1.23552150e-01  -6.08679131e-01
   -9.69982817e-01   2.22195205e-01   3.76514574e-01  -1.42627542e-01
   -1.74011453e-01   1.87937462e-02]]
[[ 0.61134867]
 [ 2.15540268]
 [ 0.20840373]
 [ 1.03037603]
 [-3.23312643]
 [-0.42530906]
 [-2.00509974]
 [ 0.03504572]
 [ 0.65589617]
 [ 0.81950092]]
Progress: 98.6% ... Training loss: 0.209 ... Validation loss: 0.379[[  2.43846784e-01   9.10845338e-01  -7.10405952e-02   1.84127634e-01
    7.21518470e-02  -1.06279112e-01  -6.15402411e-02   1.18355805e-01
    2.68156253e-02   3.57114447e-01]
 [  1.09171576e-02   9.75596971e-02  -2.03806955e-02   4.76093014e-02
   -5.53608944e-02  -7.94070588e-03   3.52984493e-01   3.99344452e-02
    1.50681119e-01  -2.18669939e-02]
 [  1.87214000e-01   3.77873315e-01  -1.23409975e-02  -1.39848326e-01
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    3.51731565e-02   2.77610113e-01]
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   -4.07272635e-01   2.16661871e-01   4.58545656e-01   5.40891237e-02
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   -1.79773145e-01  -8.51422829e-02]
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   -3.10868853e-02  -4.27327931e-02]
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   -2.05408252e-01  -2.48835889e-01]
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   -2.97425681e-01  -1.26051063e-01]
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   -9.07422431e-02  -5.84811253e-03]
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   -3.45830462e-02  -6.09389401e-02]
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[[ 0.6091171 ]
 [ 2.15468305]
 [ 0.2032903 ]
 [ 1.02386272]
 [-3.23725039]
 [-0.42976623]
 [-2.01387253]
 [ 0.03004469]
 [ 0.65194429]
 [ 0.81503945]]
Progress: 98.7% ... Training loss: 0.208 ... Validation loss: 0.376[[  2.45552714e-01   9.18044227e-01  -7.04467890e-02   1.87177540e-01
    6.85628197e-02  -1.07567329e-01  -6.54213439e-02   1.18447466e-01
    2.86643761e-02   3.59122671e-01]
 [  1.09073022e-02   9.75384794e-02  -2.03843206e-02   4.75914834e-02
   -5.53252252e-02  -7.93288423e-03   3.52988578e-01   3.99339100e-02
    1.50669205e-01  -2.18793426e-02]
 [  1.85554666e-01   3.74118031e-01  -1.28708068e-02  -1.42332323e-01
    8.02800195e-01  -7.64264400e-05  -1.26589103e+00  -5.00428965e-02
    3.34305589e-02   2.75173388e-01]
 [ -4.51880133e-02  -4.37370051e-01  -2.19289489e-01   1.91838893e-01
   -4.07742219e-01   2.17298873e-01   4.62435276e-01   5.40427647e-02
    3.86885609e-02   2.46115841e-01]
 [ -5.87838807e-02  -4.76773994e-02  -1.35777887e-01   5.63380488e-02
   -1.21403348e-01  -2.05461461e-01   1.32629049e-01  -1.11774671e-01
   -1.79860810e-01  -8.53217686e-02]
 [ -3.72301056e-01  -7.23589519e-01  -2.98436864e-01   1.53254681e-01
   -4.85748187e-01   1.46703161e-02   4.26750112e-01  -4.28011102e-02
   -2.94462355e-02  -4.08694886e-02]
 [ -3.62617659e-02  -5.24506111e-01  -1.41532557e-04   2.12653919e-02
   -3.98395661e-01  -6.27597601e-02   1.70951045e-01  -1.98847264e-01
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 [  5.16386547e-02  -6.52734028e-01   5.40136083e-03  -1.63409397e-01
   -5.40557495e-01  -1.70793969e-02   2.22701305e-01   1.04804495e-01
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   -2.73123079e-01   4.86509521e-02  -1.57243928e-02  -3.12682313e-02
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 [  1.64588786e-02  -6.47961723e-01   5.58638798e-02  -1.62918105e-01
   -6.91695391e-01  -1.07134170e-01   2.04945870e-01  -1.28702296e-01
   -3.49696273e-02   6.77420615e-03]
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   -2.60151468e-01   1.22624391e-01   3.91721470e-01  -2.14335284e-02
   -2.04264677e-01  -2.47435852e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93690656e-01  -3.71268918e-01   9.14813944e-02   1.97664841e-01
   -1.81991947e-01  -6.08273987e-02   1.34815564e-01  -2.63743361e-01
   -2.97491033e-01  -1.26154528e-01]
 [  8.52215101e-02  -2.93817540e-01  -2.83912259e-02   8.70846359e-02
   -8.98392705e-02  -8.93384469e-02   3.51527963e-01  -4.64453982e-04
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 [  3.56856478e-02  -1.61585281e-01  -2.11803122e-01   1.32752205e-01
   -4.16433200e-02   7.05946665e-02  -5.63847561e-03  -2.11304552e-02
   -8.90029460e-02  -3.76953109e-03]
 [ -1.24807724e-01  -1.48524614e-01  -2.02256001e-01   1.44201043e-01
   -6.83699438e-02   1.33274634e-01  -5.10975805e-02  -2.52709513e-01
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 [ -6.24087780e-02  -1.77813530e-01   2.77559404e-01   1.01233930e-01
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 [  6.19703987e-02  -1.30110329e-01   8.31664178e-02   6.31960341e-02
   -1.97046728e-01  -7.41884086e-03   1.12304045e-01   1.16962379e-01
   -3.52659712e-02  -6.18510293e-02]
 [ -1.20373185e-03  -2.99139767e-01  -3.02082813e-01  -7.22547356e-02
   -2.30525179e-01  -8.51709164e-02  -1.25488311e-02   1.58397122e-01
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 [  5.65741140e-02  -8.68597830e-02  -1.10052078e-01   6.74487279e-02
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   -1.43930801e-01  -4.14172065e-02]
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   -1.62282177e-01  -3.64542362e-01]
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 [  1.93956978e-02  -6.57657820e-01  -4.33583427e-02  -9.68652747e-02
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   -3.59586791e-01  -2.11362257e-01]
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   -7.66966147e-02   8.81396321e-02]
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   -9.44070176e-02  -1.36122116e-01]
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   -2.80262926e-01  -4.68176743e-02]
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   -5.27334119e-02  -1.65948312e-01]
 [  5.18829931e-02   2.84018084e-01   1.43141942e-01  -1.55025723e-01
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 [  3.69243904e-01   4.43237689e-01  -7.37188200e-02   2.80273870e-01
   -1.05196516e+00  -2.81487292e-01  -4.99885982e-01   1.77818638e-01
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 [  7.50448483e-02   9.44125162e-02   2.65463528e-01   2.74297361e-01
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   -1.07249837e-01  -2.58022653e-01]
 [  4.45458867e-02  -1.30189165e-01  -1.15645645e-01  -3.67767452e-02
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 [  3.72220845e-02  -1.66000065e-02  -5.87466562e-02  -1.93762976e-02
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 [  5.81361447e-02   1.75559925e-01   2.51439872e-01   1.00625652e-01
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   -1.64798790e-01   1.39627824e-01]
 [  1.11163699e-01   1.38997047e-01   1.17268843e-01   3.52625857e-02
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 [  1.53738610e-02   1.85743757e-01   9.07660809e-02  -3.24031434e-02
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   -3.70775293e-03   1.95854399e-01]
 [  2.39860242e-01   1.16448667e-01   3.10197005e-02   7.33512651e-02
    7.52300447e-02  -3.89363143e-02  -3.12962672e-01   1.47935910e-01
   -4.73472034e-02  -1.39761156e-02]
 [  5.44289215e-02   1.09668275e-01   1.96552359e-02   4.61083646e-02
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 [  1.80307409e-01   2.84197146e-01   2.28257664e-01   8.42413288e-02
   -8.19285688e-01   1.11273150e-01  -1.07589725e-01   1.57036264e-01
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 [ -1.07044524e-01   2.16742131e-01   2.28829439e-01  -2.88799387e-02
   -2.03012800e-01   1.50474817e-01  -3.63069202e-02  -1.83001122e-02
   -6.64634273e-02   7.74613012e-03]
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   -2.94905638e-01  -1.15249479e-01]
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   -2.08304080e-01   3.44315326e-02]
 [  1.01178184e-02  -5.09026078e-01  -1.28457510e-01  -1.62129414e-01
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   -1.65729268e-01  -2.22322488e-01]
 [ -4.90204964e-02  -5.58068115e-01  -2.20214313e-01  -2.89887058e-01
   -9.98711373e-01   5.18848921e-02   4.62236178e-01  -1.76734494e-01
   -4.09440324e-02  -4.05986142e-01]
 [ -5.98659924e-02  -1.11915613e-01   2.88157511e-01   1.00438030e-01
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   -4.04402150e-02   2.57559691e-02]
 [ -2.70145254e-01  -3.44720648e-02   4.18343420e-02   8.51898338e-02
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   -2.50306583e-03   1.57828840e-01]
 [  1.93772750e-01  -4.55451249e-02  -2.09800904e-01   3.05207260e-02
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    6.27437835e-02  -1.06424541e-01]
 [  2.83642049e-01  -2.01790197e-01   9.25930449e-02   9.52554461e-02
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 [ -8.30499092e-02  -1.34520667e-01   1.28041041e-01   1.31464298e-01
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    1.85931294e-01   2.57285491e-02]
 [ -1.86006917e-01  -4.08626169e-01   1.23573262e-01  -6.08741113e-01
   -9.73213163e-01   2.22109256e-01   3.76390027e-01  -1.42620278e-01
   -1.73998188e-01   1.87487092e-02]]
[[ 0.61718291]
 [ 2.16086331]
 [ 0.20969724]
 [ 1.03402046]
 [-3.2365117 ]
 [-0.42314779]
 [-2.00201443]
 [ 0.03814695]
 [ 0.66001006]
 [ 0.82327946]]
Progress: 98.7% ... Training loss: 0.211 ... Validation loss: 0.383[[  2.40915618e-01   9.03376818e-01  -7.20801869e-02   1.79632826e-01
    8.24853368e-02  -1.04224431e-01  -5.25056767e-02   1.18143076e-01
    2.33670174e-02   3.52970937e-01]
 [  1.09825891e-02   9.75867657e-02  -2.03541052e-02   4.77376324e-02
   -5.57006443e-02  -7.98886965e-03   3.53114238e-01   3.99386825e-02
    1.50756605e-01  -2.17838328e-02]
 [  1.82776268e-01   3.63804424e-01  -1.39002973e-02  -1.47734740e-01
    8.13696704e-01   1.93846726e-03  -1.25811639e+00  -5.02302610e-02
    3.02233948e-02   2.71340176e-01]
 [ -4.82897403e-02  -4.44722516e-01  -2.20205557e-01   1.87641662e-01
   -4.03098396e-01   2.19415694e-01   4.71624598e-01   5.38549956e-02
    3.57097600e-02   2.42671375e-01]
 [ -5.76139930e-02  -4.47926497e-02  -1.35344673e-01   5.87069113e-02
   -1.25723629e-01  -2.06350939e-01   1.30672543e-01  -1.11692408e-01
   -1.78607302e-01  -8.35797182e-02]
 [ -3.72210997e-01  -7.23248726e-01  -2.98402498e-01   1.53753632e-01
   -4.87848689e-01   1.46613138e-02   4.26072454e-01  -4.28007406e-02
   -2.94640444e-02  -4.07971391e-02]
 [ -3.78224272e-02  -5.28608419e-01  -6.69320487e-04   1.89683769e-02
   -3.94214618e-01  -6.17183412e-02   1.75489020e-01  -1.98937732e-01
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 [  4.93580420e-02  -6.61378145e-01   4.55144721e-03  -1.67667400e-01
   -5.32473143e-01  -1.53862267e-02   2.28903390e-01   1.04646947e-01
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 [ -1.61138131e-01  -2.54130352e-01  -2.92683805e-01  -4.07616000e-03
   -2.71365690e-01   4.92329686e-02  -1.36186499e-02  -3.13184491e-02
    3.06532866e-01  -1.09512360e-01]
 [  1.44681848e-02  -6.53571335e-01   5.51385553e-02  -1.66405739e-01
   -6.82898800e-01  -1.05685511e-01   2.08992391e-01  -1.28835228e-01
   -3.73338476e-02   4.07179317e-03]
 [ -5.99435899e-02  -3.61936963e-01   1.63563140e-02  -1.04142582e-01
   -4.86661161e-01  -2.19043393e-02   2.88768218e-01  -1.03387481e-01
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 [ -1.76785102e-01  -5.47880832e-01  -8.36278592e-02  -3.46721681e-03
   -2.58473981e-01   1.23869761e-01   3.97249892e-01  -2.15476844e-02
   -2.06193628e-01  -2.49595801e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93673747e-01  -3.71012767e-01   9.14850278e-02   1.97850701e-01
   -1.82466633e-01  -6.08272022e-02   1.34310625e-01  -2.63743230e-01
   -2.97554645e-01  -1.26153745e-01]
 [  8.54141472e-02  -2.93169882e-01  -2.83273789e-02   8.73497210e-02
   -9.09460020e-02  -8.94659382e-02   3.51327113e-01  -4.53989047e-04
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 [  3.54753660e-02  -1.62366880e-01  -2.11869297e-01   1.32642299e-01
   -4.18555642e-02   7.07798204e-02  -5.38173673e-03  -2.11464477e-02
   -8.92491586e-02  -4.05636516e-03]
 [ -1.25194626e-01  -1.49985797e-01  -2.02393716e-01   1.43531249e-01
   -6.59064381e-02   1.33511339e-01  -5.00815039e-02  -2.52731157e-01
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 [ -6.26971568e-02  -1.77585487e-01   2.77469234e-01   1.00817743e-01
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[[ 0.59892559]
 [ 2.14794249]
 [ 0.19589165]
 [ 1.01669845]
 [-3.24348973]
 [-0.43899191]
 [-2.0188717 ]
 [ 0.02200486]
 [ 0.64121809]
 [ 0.80338403]]
Progress: 98.8% ... Training loss: 0.210 ... Validation loss: 0.378[[  2.40976973e-01   9.03175714e-01  -7.20491830e-02   1.79829629e-01
    8.15397711e-02  -1.04213268e-01  -5.23373383e-02   1.18149501e-01
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   -2.99288198e-02  -4.13664604e-02]
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 [  1.60071387e-02   1.87190765e-01   9.09558833e-02  -3.14407617e-02
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   -3.08139562e-03   1.96675091e-01]
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   -4.72220189e-02  -1.37704237e-02]
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 [ -2.69616872e-01  -3.38871898e-02   4.20193461e-02   8.61068721e-02
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 [ -8.47164883e-02  -1.39592151e-01   1.27482964e-01   1.29099396e-01
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    1.84150529e-01   2.38088985e-02]
 [ -1.85975905e-01  -4.08304988e-01   1.23607461e-01  -6.08701165e-01
   -9.74359941e-01   2.22163217e-01   3.76416492e-01  -1.42608964e-01
   -1.74039865e-01   1.87112473e-02]]
[[ 0.59829361]
 [ 2.1472044 ]
 [ 0.192975  ]
 [ 1.01580648]
 [-3.24258966]
 [-0.43995687]
 [-2.01941697]
 [ 0.02154288]
 [ 0.64004047]
 [ 0.80187963]]
Progress: 98.8% ... Training loss: 0.211 ... Validation loss: 0.378[[  2.42087522e-01   9.07526575e-01  -7.16992393e-02   1.81967870e-01
    7.82721506e-02  -1.05026967e-01  -5.53149993e-02   1.18189435e-01
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   -5.62487656e-02  -7.50211543e-03   3.54676552e-01   3.99081425e-02
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 [  1.81895727e-01   3.62661706e-01  -1.41809285e-02  -1.48703978e-01
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    2.95100889e-02   2.70403143e-01]
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   -4.02034074e-01   2.19160204e-01   4.70666630e-01   5.38641239e-02
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   -2.86363882e-02  -3.98196056e-02]
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   -2.05625004e-01  -2.48915120e-01]
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   -3.50027251e-02  -6.14076045e-02]
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    1.84138669e-01   2.37945532e-02]
 [ -1.87786235e-01  -4.13031517e-01   1.23034014e-01  -6.11317805e-01
   -9.71283968e-01   2.23542393e-01   3.82006022e-01  -1.42673785e-01
   -1.75912087e-01   1.65021035e-02]]
[[ 0.60314381]
 [ 2.15257879]
 [ 0.19800165]
 [ 1.02394595]
 [-3.23754354]
 [-0.43471997]
 [-2.01022709]
 [ 0.02715115]
 [ 0.64541675]
 [ 0.80634258]]
Progress: 98.8% ... Training loss: 0.208 ... Validation loss: 0.378[[  2.41713958e-01   9.07039264e-01  -7.18232020e-02   1.81651681e-01
    7.94538630e-02  -1.04758188e-01  -5.68233527e-02   1.18168995e-01
    2.41052747e-02   3.54240741e-01]
 [  1.00134609e-02   9.43005756e-02  -2.07086340e-02   4.61843690e-02
   -5.54561824e-02  -7.33615475e-03   3.55285935e-01   3.98993759e-02
    1.49570992e-01  -2.31493868e-02]
 [  1.79913277e-01   3.53971041e-01  -1.49849485e-02  -1.52197546e-01
    8.13173927e-01   4.58656503e-03  -1.25499191e+00  -5.03778380e-02
    2.70070843e-02   2.67576643e-01]
 [ -4.73404435e-02  -4.43079162e-01  -2.19916087e-01   1.89170865e-01
   -4.05062750e-01   2.18748991e-01   4.70891383e-01   5.38962510e-02
    3.66310883e-02   2.44166398e-01]
 [ -5.80703643e-02  -4.22146176e-02  -1.35333262e-01   5.82888584e-02
   -1.26610503e-01  -2.06195355e-01   1.29918236e-01  -1.11693906e-01
   -1.78611997e-01  -8.43105980e-02]
 [ -3.71234400e-01  -7.20744798e-01  -2.98074661e-01   1.55519885e-01
   -4.92006829e-01   1.38352170e-02   4.23152526e-01  -4.27618254e-02
   -2.84358360e-02  -3.95512885e-02]
 [ -3.73105137e-02  -5.26908226e-01  -5.05869078e-04   1.99128779e-02
   -3.98297164e-01  -6.21259025e-02   1.75066632e-01  -1.98914980e-01
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   -5.32728549e-01  -1.42898635e-02   2.30192048e-01   1.04593481e-01
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   -2.76641556e-01   4.77468326e-02  -1.74431323e-02  -3.12396725e-02
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   -3.69805981e-02   4.98284911e-03]
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   -2.06776377e-01  -2.50329703e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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 [ -2.94046564e-01  -3.72515793e-01   9.13688032e-02   1.97273385e-01
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   -2.97947901e-01  -1.26652605e-01]
 [  8.55402081e-02  -2.92580648e-01  -2.82665488e-02   8.77739821e-02
   -9.20715049e-02  -8.95685401e-02   3.50873520e-01  -4.47352373e-04
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 [  3.66501980e-02  -1.59336482e-01  -2.11518504e-01   1.34421968e-01
   -4.32357996e-02   6.99116282e-02  -7.93302520e-03  -2.11017048e-02
   -8.80540789e-02  -2.59700005e-03]
 [ -1.24671827e-01  -1.48037409e-01  -2.02222303e-01   1.44316585e-01
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 [ -6.33683291e-02  -1.78818432e-01   2.77265411e-01   9.98896570e-02
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 [  6.14520397e-02  -1.33489878e-01   8.29321091e-02   6.23705849e-02
   -1.96771584e-01  -6.96249251e-03   1.13517960e-01   1.16902472e-01
   -3.59784624e-02  -6.26062254e-02]
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   -2.22072094e-01  -8.31338465e-02  -8.44446028e-03   1.58269805e-01
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 [  5.64933622e-02  -8.89451682e-02  -1.10074245e-01   6.72020115e-02
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   -1.43986715e-01  -4.16071058e-02]
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   -1.61552699e-01  -3.63655415e-01]
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 [  1.99176462e-02  -6.57450302e-01  -4.31770646e-02  -9.59589968e-02
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   -3.59029012e-01  -2.10634123e-01]
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   -7.65788791e-02   8.83117162e-02]
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   -9.49224237e-02  -1.36719549e-01]
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 [  3.70119171e-01   4.45787120e-01  -7.34422155e-02   2.81786246e-01
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 [  7.54374713e-02   9.56929224e-02   2.65583792e-01   2.74777290e-01
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   -1.06846797e-01  -2.57530858e-01]
 [  4.38940456e-02  -1.32214573e-01  -1.15868718e-01  -3.79520127e-02
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 [  3.81983426e-02  -1.40353066e-02  -5.84145760e-02  -1.78988899e-02
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 [  5.76410211e-02   1.73593177e-01   2.51267622e-01   9.97265398e-02
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   -1.65343871e-01   1.38967174e-01]
 [  1.11683530e-01   1.39949058e-01   1.17406515e-01   3.60370358e-02
   -1.14179221e-01   3.95077558e-02  -1.07593758e-01  -2.70417884e-01
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 [  1.65285839e-02   1.89123988e-01   9.11185187e-02  -3.06004958e-02
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   -2.53103996e-03   1.97342803e-01]
 [  2.39863711e-01   1.16229497e-01   3.09963940e-02   7.28931229e-02
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   -4.75477251e-02  -1.41512649e-02]
 [  5.54882583e-02   1.13191433e-01   1.99925121e-02   4.78243741e-02
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 [  4.90412250e-02   4.44953457e-01   1.27167106e-01   4.51793944e-01
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 [  1.80440027e-01   2.84961636e-01   2.28318958e-01   8.45228394e-02
   -8.21089537e-01   1.11140988e-01  -1.08112206e-01   1.57050555e-01
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   -2.94708561e-01  -1.14980737e-01]
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   -2.08034036e-01   3.47716900e-02]
 [  1.02119764e-02  -5.09224744e-01  -1.28435576e-01  -1.61994140e-01
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   -1.65632671e-01  -2.22196697e-01]
 [ -5.02758446e-02  -5.64069262e-01  -2.20713103e-01  -2.92412450e-01
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 [ -5.94510954e-02  -1.10823426e-01   2.88281589e-01   1.01328653e-01
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   -4.00936784e-02   2.62053119e-02]
 [ -2.68300549e-01  -3.07508828e-02   4.24807032e-02   8.84802602e-02
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   -4.06642573e-04   1.60397843e-01]
 [  1.92942713e-01  -4.99024330e-02  -2.10051494e-01   2.92597514e-02
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    6.18554295e-02  -1.07390997e-01]
 [  2.85058654e-01  -1.97524721e-01   9.30239997e-02   9.75049716e-02
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 [ -8.47260974e-02  -1.39622154e-01   1.27471565e-01   1.29143196e-01
    4.69575372e-02  -1.25088292e-01   1.64587739e-01  -7.95716726e-02
    1.84130077e-01   2.38183980e-02]
 [ -1.88384909e-01  -4.15636873e-01   1.22792030e-01  -6.12247673e-01
   -9.69823137e-01   2.24058212e-01   3.81613840e-01  -1.42712089e-01
   -1.76751908e-01   1.56092368e-02]]
[[ 0.60574265]
 [ 2.15231388]
 [ 0.20051075]
 [ 1.02823386]
 [-3.23770249]
 [-0.43164824]
 [-2.00386534]
 [ 0.02904721]
 [ 0.65024784]
 [ 0.80797306]]
Progress: 98.9% ... Training loss: 0.208 ... Validation loss: 0.381[[  2.42541625e-01   9.11286524e-01  -7.14810998e-02   1.83406968e-01
    7.86137416e-02  -1.05309986e-01  -5.88614676e-02   1.18216582e-01
    2.49976818e-02   3.55442786e-01]
 [  1.00794163e-02   9.40956506e-02  -2.06860761e-02   4.62938417e-02
   -5.58297518e-02  -7.38969587e-03   3.55147089e-01   3.99027438e-02
    1.49647544e-01  -2.30574665e-02]
 [  1.79643738e-01   3.53581978e-01  -1.49956601e-02  -1.51147074e-01
    8.13872809e-01   4.64212032e-03  -1.25206682e+00  -5.03726064e-02
    2.68831906e-02   2.67427926e-01]
 [ -4.86429563e-02  -4.45798418e-01  -2.20443407e-01   1.86928864e-01
   -4.03414093e-01   2.19724853e-01   4.72659981e-01   5.38276329e-02
    3.49276431e-02   2.42069132e-01]
 [ -5.68927096e-02  -3.85408967e-02  -1.34931198e-01   5.95679366e-02
   -1.27110548e-01  -2.06900061e-01   1.26188427e-01  -1.11640556e-01
   -1.77078260e-01  -8.25836886e-02]
 [ -3.71444179e-01  -7.20979069e-01  -2.98154411e-01   1.55004655e-01
   -4.92158213e-01   1.40344336e-02   4.23169643e-01  -4.27754954e-02
   -2.87715730e-02  -3.98578988e-02]
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   -3.93061979e-01  -6.13154690e-02   1.77604471e-01  -1.98969980e-01
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 [  4.81159655e-02  -6.66156251e-01   4.17289276e-03  -1.68422093e-01
   -5.35190930e-01  -1.44542260e-02   2.30070075e-01   1.04610183e-01
    9.43354441e-03  -9.20092200e-02]
 [ -1.58774427e-01  -2.48730859e-01  -2.91886562e-01  -2.40138499e-04
   -2.76184359e-01   4.75057603e-02  -1.81789499e-02  -3.12212597e-02
    3.08869818e-01  -1.06441349e-01]
 [  1.40149673e-02  -6.58023206e-01   5.50395803e-02  -1.66127667e-01
   -6.83791812e-01  -1.05392263e-01   2.12210793e-01  -1.28847255e-01
   -3.79792788e-02   3.99849558e-03]
 [ -5.72839283e-02  -3.53273099e-01   1.72308075e-02  -9.94036104e-02
   -4.95879807e-01  -2.39212533e-02   2.80940342e-01  -1.03269672e-01
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 [ -1.77717221e-01  -5.50250641e-01  -8.39442953e-02  -4.97826954e-03
   -2.59055664e-01   1.24574212e-01   3.97678393e-01  -2.16000449e-02
   -2.07240206e-01  -2.50949105e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93712841e-01  -3.71130691e-01   9.14676588e-02   1.97666242e-01
   -1.82109805e-01  -6.07988333e-02   1.34441842e-01  -2.63742121e-01
   -2.97624632e-01  -1.26260050e-01]
 [  8.52198469e-02  -2.93314551e-01  -2.83690004e-02   8.72531220e-02
   -9.17296962e-02  -8.93344394e-02   3.51136871e-01  -4.63497771e-04
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 [  3.62924582e-02  -1.60448058e-01  -2.11628062e-01   1.33837339e-01
   -4.23958090e-02   7.01213350e-02  -7.15267068e-03  -2.11194282e-02
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[[ 0.60497394]
 [ 2.15627305]
 [ 0.1979119 ]
 [ 1.02919885]
 [-3.239486  ]
 [-0.43713605]
 [-2.00902703]
 [ 0.02573345]
 [ 0.64908146]
 [ 0.80618312]]
Progress: 99.0% ... Training loss: 0.208 ... Validation loss: 0.380[[  2.41874903e-01   9.09852809e-01  -7.17211679e-02   1.82499941e-01
    8.10284451e-02  -1.04798341e-01  -5.79682312e-02   1.18179979e-01
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   -3.03821122e-03   1.96715855e-01]
 [  2.38974894e-01   1.14289514e-01   3.07056500e-02   7.14056722e-02
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   -4.85074382e-02  -1.53026150e-02]
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 [ -8.45001150e-02  -1.38544741e-01   1.27530430e-01   1.29566026e-01
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    1.84271971e-01   2.40998805e-02]
 [ -1.90382016e-01  -4.21537384e-01   1.22129702e-01  -6.15161554e-01
   -9.64665538e-01   2.25548189e-01   3.86689244e-01  -1.42808654e-01
   -1.79012245e-01   1.31586668e-02]]
[[ 0.59887937]
 [ 2.15258165]
 [ 0.1934418 ]
 [ 1.02727916]
 [-3.24090307]
 [-0.44013657]
 [-2.00779218]
 [ 0.02157791]
 [ 0.64620797]
 [ 0.80106812]]
Progress: 99.0% ... Training loss: 0.212 ... Validation loss: 0.382[[  2.41572708e-01   9.10231548e-01  -7.17832255e-02   1.82146689e-01
    7.37025452e-02  -1.04568388e-01  -5.73725909e-02   1.18172987e-01
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   -5.57480604e-02  -7.35829008e-03   3.55025349e-01   3.99004099e-02
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    2.61160007e-02   2.66436006e-01]
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   -2.07355035e-01  -2.50992347e-01]
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   -3.66127555e-02  -6.33809862e-02]
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 [  2.02175280e-02  -6.57724705e-01  -4.30886444e-02  -9.54874944e-02
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    1.93455050e-01  -6.50489823e-02]
 [ -8.37704027e-02  -1.35857217e-01   1.27768207e-01   1.30848720e-01
    4.01821475e-02  -1.25639637e-01   1.62154133e-01  -7.95398985e-02
    1.85066035e-01   2.50633518e-02]
 [ -1.91067212e-01  -4.24232290e-01   1.21911448e-01  -6.16440736e-01
   -9.65722768e-01   2.26030830e-01   3.89210135e-01  -1.42832753e-01
   -1.79658503e-01   1.22873403e-02]]
[[ 0.59736459]
 [ 2.15365654]
 [ 0.19493358]
 [ 1.02323581]
 [-3.23383385]
 [-0.44201394]
 [-2.01483541]
 [ 0.02092361]
 [ 0.64299538]
 [ 0.80031491]]
Progress: 99.0% ... Training loss: 0.209 ... Validation loss: 0.381[[  2.44638329e-01   9.21138428e-01  -7.07288815e-02   1.87512976e-01
    6.40286325e-02  -1.07014415e-01  -6.48704856e-02   1.18287335e-01
    2.73190071e-02   3.58151305e-01]
 [  1.03461517e-02   9.47964380e-02  -2.06189040e-02   4.67100338e-02
   -5.69166483e-02  -7.57361463e-03   3.54641092e-01   3.99109677e-02
    1.49907228e-01  -2.27262969e-02]
 [  1.80191263e-01   3.60190667e-01  -1.47733901e-02  -1.49337599e-01
    8.02776525e-01   4.19340381e-03  -1.25065051e+00  -5.03626865e-02
    2.78811272e-02   2.68272434e-01]
 [ -4.86805022e-02  -4.47223685e-01  -2.20365857e-01   1.87108944e-01
   -3.93494530e-01   2.20178691e-01   4.71855958e-01   5.38196388e-02
    3.45699082e-02   2.41267525e-01]
 [ -6.12339879e-02  -5.03075857e-02  -1.36177096e-01   5.10896931e-02
   -1.12767091e-01  -2.04021054e-01   1.32751113e-01  -1.11800027e-01
   -1.81921801e-01  -8.83929010e-02]
 [ -3.71827101e-01  -7.22266910e-01  -2.98289870e-01   1.54151867e-01
   -4.93703134e-01   1.41065457e-02   4.23905688e-01  -4.27930535e-02
   -2.93345063e-02  -4.04250905e-02]
 [ -3.85187868e-02  -5.30410915e-01  -8.91112571e-04   1.80443514e-02
   -3.99958279e-01  -6.11995050e-02   1.79181027e-01  -1.98972567e-01
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 [  4.90205998e-02  -6.60746809e-01   4.54715967e-03  -1.66049657e-01
   -5.45129910e-01  -1.53381704e-02   2.28121294e-01   1.04636461e-01
    1.05085870e-02  -9.08199202e-02]
 [ -1.58666012e-01  -2.49306255e-01  -2.91766348e-01  -1.85533061e-04
   -2.82570973e-01   4.74896077e-02  -1.78471575e-02  -3.12116722e-02
    3.09053089e-01  -1.06171277e-01]
 [  1.45447184e-02  -6.53709028e-01   5.52756573e-02  -1.64979673e-01
   -6.99852864e-01  -1.06088892e-01   2.13918228e-01  -1.28834208e-01
   -3.73179512e-02   4.87041860e-03]
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   -5.01704621e-01  -2.42334024e-02   2.79580389e-01  -1.03257050e-01
    2.97227397e-02  -5.58458630e-02]
 [ -1.78040644e-01  -5.51061690e-01  -8.39641042e-02  -5.38231846e-03
   -2.61936614e-01   1.24870969e-01   3.98026522e-01  -2.16099927e-02
   -2.07602546e-01  -2.51315280e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93894253e-01  -3.72401422e-01   9.14079725e-02   1.97497246e-01
   -1.82202197e-01  -6.06805419e-02   1.34513462e-01  -2.63751499e-01
   -2.97827442e-01  -1.26613789e-01]
 [  8.52088991e-02  -2.93625249e-01  -2.83946273e-02   8.69989546e-02
   -9.25882475e-02  -8.94159568e-02   3.51929791e-01  -4.65373424e-04
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 [  3.62258048e-02  -1.59977656e-01  -2.11634305e-01   1.33665260e-01
   -4.27885599e-02   7.00607145e-02  -7.52381935e-03  -2.11202513e-02
   -8.85070152e-02  -2.96397006e-03]
 [ -1.24025938e-01  -1.46158788e-01  -2.01979566e-01   1.45374460e-01
   -7.18015322e-02   1.32682840e-01  -5.36223375e-02  -2.52671978e-01
    6.89911186e-02  -1.94232895e-01]
 [ -6.36814562e-02  -1.79455518e-01   2.77145178e-01   9.93471774e-02
   -6.59458194e-02  -6.65064409e-02  -3.33479184e-02   1.19683498e-01
    9.02154002e-02   7.72643885e-02]
 [  6.05566537e-02  -1.35705256e-01   8.26855876e-02   6.14856811e-02
   -1.96594255e-01  -6.31102717e-03   1.16567647e-01   1.16860913e-01
   -3.67931575e-02  -6.36065745e-02]
 [ -5.00316325e-03  -3.12114749e-01  -3.03421108e-01  -7.77317046e-02
   -2.20342655e-01  -8.22787577e-02  -5.21667390e-03   1.58219487e-01
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 [  5.71318397e-02  -8.56602030e-02  -1.09843591e-01   6.84419694e-02
   -4.32832836e-01   3.09692944e-01   3.32564992e-01   2.03328963e-01
   -1.43202998e-01  -4.07365615e-02]
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 [  9.75081332e-02   4.90707098e-02  -4.72630129e-02  -1.29587510e-01
   -1.57687257e-01  -3.21145338e-01   1.62652662e-01   6.13988289e-03
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   -1.70437348e-01  -2.03156363e-01   3.82098955e-02  -2.20870070e-02
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   -4.08072792e-01  -1.02310957e-02   6.04240629e-02  -2.58874326e-02
   -3.15034554e-04   4.86813552e-02]
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   -1.61212831e-01  -3.63244644e-01]
 [ -7.01807170e-03  -5.90536812e-01  -2.99790098e-02  -6.18956357e-02
    6.48892382e-01   9.39182952e-02   6.48463671e-01   9.12410355e-02
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 [  2.02764244e-02  -6.57694188e-01  -4.30675708e-02  -9.53798666e-02
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   -3.58673804e-01  -2.10183059e-01]
 [ -1.84073956e-01  -7.56605366e-01  -1.45237981e-02  -2.15810353e-01
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   -7.65993020e-02   8.82737680e-02]
 [ -3.14370409e-01  -6.06752479e-01   5.17158183e-02  -5.54629856e-02
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   -9.46005441e-02  -1.36288113e-01]
 [ -2.33016786e-01  -4.62100679e-01   2.43348734e-01  -2.68204328e-01
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   -2.80176555e-01  -4.66190018e-02]
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   -5.35939413e-02  -1.66998915e-01]
 [  4.94806494e-02   2.78452757e-01   1.42337864e-01  -1.57537450e-01
   -3.23320110e-01   8.20149205e-02  -1.04707373e-01   2.75300366e-01
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 [  3.70167480e-01   4.47770117e-01  -7.33703630e-02   2.81675422e-01
   -1.05792742e+00  -2.82159131e-01  -5.01310528e-01   1.77869373e-01
    4.02380372e-01   8.36580225e-03]
 [  7.52781806e-02   9.53680049e-02   2.65537429e-01   2.74519387e-01
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   -1.06982571e-01  -2.57736860e-01]
 [  4.38513012e-02  -1.32654546e-01  -1.15891197e-01  -3.82167408e-02
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 [  3.68331616e-02  -1.84876217e-02  -5.88545783e-02  -2.02765139e-02
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    6.69441822e-02   3.81385092e-02]
 [  5.69813420e-02   1.71947469e-01   2.51031452e-01   9.85299557e-02
   -8.03925883e-02  -1.59420300e-01  -4.52099396e-02   4.01361858e-02
   -1.66133496e-01   1.37998083e-01]
 [  1.12529973e-01   1.42085775e-01   1.17678368e-01   3.74315228e-02
   -1.13267413e-01   3.89392808e-02  -1.09136193e-01  -2.70384615e-01
    1.68079145e-02  -4.58994407e-02]
 [  1.67552788e-02   1.89585833e-01   9.11876716e-02  -3.05272686e-02
    1.91072902e-02   1.59710968e-01  -6.44674056e-02   1.18350153e-01
   -2.28358216e-03   1.97667735e-01]
 [  2.39562144e-01   1.16865911e-01   3.09290389e-02   7.23751983e-02
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   -4.78154011e-02  -1.44379450e-02]
 [  5.74951631e-02   1.20442610e-01   2.06626315e-02   5.12078027e-02
   -4.70023149e-01  -1.32027368e-01  -2.79034000e-01   4.10815396e-02
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 [  4.84741032e-02   4.43983143e-01   1.27003442e-01   4.50815858e-01
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 [  1.79969496e-01   2.84343154e-01   2.28177182e-01   8.38705999e-02
   -8.22115213e-01   1.11426388e-01  -1.07742410e-01   1.57032797e-01
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 [ -1.07380354e-01   2.15908098e-01   2.28733820e-01  -2.91344741e-02
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   -6.67362810e-02   7.36840172e-03]
 [ -1.20063799e-01  -1.69042644e-02   1.67202220e-02   6.43616042e-02
   -1.20167567e-01   1.26084280e-01   2.34322520e-01   1.73517585e-02
   -2.94714164e-01  -1.15037578e-01]
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   -2.07844994e-01   3.50202450e-02]
 [  1.01753752e-02  -5.09271218e-01  -1.28439290e-01  -1.62016157e-01
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   -1.65654107e-01  -2.22212823e-01]
 [ -5.63630347e-02  -5.78965440e-01  -2.22643959e-01  -3.02438120e-01
   -9.93327847e-01   5.72407507e-02   4.81875965e-01  -1.77081563e-01
   -4.87760859e-02  -4.15944521e-01]
 [ -5.76012101e-02  -1.06321067e-01   2.88857694e-01   1.04335677e-01
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   -3.81712417e-02   2.85079869e-02]
 [ -2.67885587e-01  -3.01498813e-02   4.26146919e-02   8.91520969e-02
    2.15873962e-01  -2.28770919e-01  -4.62507497e-02   2.37619091e-01
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 [  1.94890493e-01  -4.35647187e-02  -2.09324534e-01   3.29030740e-02
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    6.39048230e-02  -1.04631799e-01]
 [  2.87106475e-01  -1.90387541e-01   9.37751967e-02   1.01572777e-01
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    1.95265586e-01  -6.29416491e-02]
 [ -8.31514954e-02  -1.33861057e-01   1.27972582e-01   1.31913433e-01
    3.78213612e-02  -1.26053290e-01   1.60112891e-01  -7.95194606e-02
    1.85696826e-01   2.58700544e-02]
 [ -1.90402334e-01  -4.22032595e-01   1.22149425e-01  -6.15649858e-01
   -9.68566761e-01   2.25608119e-01   3.87618284e-01  -1.42810682e-01
   -1.78946586e-01   1.31356840e-02]]
[[ 0.61032359]
 [ 2.16414822]
 [ 0.20516527]
 [ 1.03285066]
 [-3.22706291]
 [-0.43261083]
 [-2.00784146]
 [ 0.03028867]
 [ 0.65420184]
 [ 0.81300813]]
Progress: 99.1% ... Training loss: 0.209 ... Validation loss: 0.388[[  2.43332225e-01   9.17412415e-01  -7.11486570e-02   1.85345744e-01
    7.01869576e-02  -1.06127285e-01  -6.22740445e-02   1.18219068e-01
    2.58647595e-02   3.56493048e-01]
 [  1.03625039e-02   9.47877318e-02  -2.06128546e-02   4.67403217e-02
   -5.70055772e-02  -7.58642923e-03   3.54633201e-01   3.99118648e-02
    1.49923131e-01  -2.27044960e-02]
 [  1.78682984e-01   3.55649769e-01  -1.52726595e-02  -1.51753862e-01
    8.12845651e-01   5.22465650e-03  -1.24590825e+00  -5.04357583e-02
    2.62475907e-02   2.66266263e-01]
 [ -4.95334062e-02  -4.47633613e-01  -2.20603524e-01   1.85958269e-01
   -3.91634063e-01   2.20771354e-01   4.74720410e-01   5.37872475e-02
    3.37552211e-02   2.40479060e-01]
 [ -6.08177501e-02  -4.96646372e-02  -1.36064861e-01   5.17177496e-02
   -1.13679924e-01  -2.04300254e-01   1.30802596e-01  -1.11780290e-01
   -1.81576956e-01  -8.79314350e-02]
 [ -3.71640981e-01  -7.21785811e-01  -2.98235668e-01   1.54455266e-01
   -4.94330561e-01   1.39933696e-02   4.23325700e-01  -4.27868659e-02
   -2.91871744e-02  -4.02319383e-02]
 [ -3.95385376e-02  -5.33161810e-01  -1.23394658e-03   1.62952668e-02
   -3.96721959e-01  -6.05514137e-02   1.81258699e-01  -1.99023619e-01
    1.72423033e-01   3.25170104e-02]
 [  4.76751190e-02  -6.63797030e-01   4.10341976e-03  -1.68224334e-01
   -5.39150659e-01  -1.43728594e-02   2.31546764e-01   1.04570670e-01
    9.07809718e-03  -9.25368372e-02]
 [ -1.60127882e-01  -2.53923689e-01  -2.92231462e-01  -2.56218886e-03
   -2.79325315e-01   4.84847121e-02  -1.35973302e-02  -3.12813925e-02
    3.07631517e-01  -1.08068846e-01]
 [  1.17576594e-02  -6.61088811e-01   5.43679175e-02  -1.69545032e-01
   -6.91504069e-01  -1.04204141e-01   2.21106574e-01  -1.28972224e-01
   -4.01898897e-02   1.26163987e-03]
 [ -5.76275654e-02  -3.56273527e-01   1.71242780e-02  -9.98373708e-02
   -4.98547224e-01  -2.37418112e-02   2.81356885e-01  -1.03290961e-01
    2.89551918e-02  -5.66968216e-02]
 [ -1.78209370e-01  -5.51329491e-01  -8.40186660e-02  -5.64757420e-03
   -2.61609004e-01   1.24989958e-01   3.98234661e-01  -2.16184402e-02
   -2.07786055e-01  -2.51531069e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.93673115e-01  -3.71743316e-01   9.14767488e-02   1.97841583e-01
   -1.82345422e-01  -6.08033916e-02   1.33801955e-01  -2.63744093e-01
   -2.97638106e-01  -1.26379304e-01]
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 [ -8.46422155e-02  -1.38185158e-01   1.27459136e-01   1.29354472e-01
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    1.84154444e-01   2.39022722e-02]
 [ -1.90124580e-01  -4.21493473e-01   1.22254646e-01  -6.15185672e-01
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   -1.78612167e-01   1.35352584e-02]]
[[ 0.59810844]
 [ 2.1564889 ]
 [ 0.19258757]
 [ 1.02063696]
 [-3.23418828]
 [-0.44347374]
 [-2.01971914]
 [ 0.01922008]
 [ 0.63994342]
 [ 0.79919339]]
Progress: 99.2% ... Training loss: 0.209 ... Validation loss: 0.381[[  2.43784551e-01   9.19604820e-01  -7.09818741e-02   1.85877725e-01
    6.78645935e-02  -1.06508864e-01  -6.31497890e-02   1.18235629e-01
    2.63964585e-02   3.57338697e-01]
 [  1.05108886e-02   9.52873081e-02  -2.05772767e-02   4.69674708e-02
   -5.82866608e-02  -7.68053745e-03   3.54281956e-01   3.99162031e-02
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 [  1.78542822e-01   3.55015039e-01  -1.53533727e-02  -1.51771278e-01
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    2.60325613e-02   2.66189863e-01]
 [ -4.94296654e-02  -4.48468464e-01  -2.20567367e-01   1.85982599e-01
   -3.95442776e-01   2.20677277e-01   4.76426264e-01   5.37945255e-02
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 [ -5.98317692e-02  -4.49517279e-02  -1.35760311e-01   5.32471887e-02
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   -2.85304115e-02  -3.94636428e-02]
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   -2.07389427e-01  -2.51045736e-01]
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   -3.64545183e-02  -6.31329150e-02]
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 [  2.02321644e-02  -6.57873841e-01  -4.30798695e-02  -9.54593323e-02
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   -9.42572147e-02  -1.35853904e-01]
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   -2.29102534e-03   1.97698649e-01]
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   -4.77897316e-02  -1.44100593e-02]
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   -3.85813924e-02   2.81836207e-02]
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 [  1.94281353e-01  -4.49049553e-02  -2.09515818e-01   3.19931496e-02
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 [ -8.51211741e-02  -1.39547907e-01   1.27293973e-01   1.28487481e-01
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    1.83605924e-01   2.32728537e-02]
 [ -1.90745410e-01  -4.23387335e-01   1.22055704e-01  -6.16069390e-01
   -9.69373339e-01   2.25907737e-01   3.88099671e-01  -1.42818891e-01
   -1.79298582e-01   1.27347998e-02]]
[[ 0.59974468]
 [ 2.15776484]
 [ 0.19518827]
 [ 1.02371475]
 [-3.23076666]
 [-0.44116491]
 [-2.01568391]
 [ 0.02094954]
 [ 0.64118868]
 [ 0.80055311]]
Progress: 99.2% ... Training loss: 0.208 ... Validation loss: 0.382[[  2.47789364e-01   9.34412890e-01  -6.96181218e-02   1.92446004e-01
    5.37607110e-02  -1.09455779e-01  -7.35197340e-02   1.18381808e-01
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   -5.83283746e-02  -7.67885781e-03   3.54332394e-01   3.99165315e-02
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 [  1.81875564e-01   3.68013519e-01  -1.42484695e-02  -1.46242178e-01
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    2.95879204e-02   2.70796042e-01]
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   -3.79420541e-01   2.24517755e-01   4.87970277e-01   5.36107473e-02
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   -2.73313379e-02  -3.80536267e-02]
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   -2.07284782e-01  -2.50882544e-01]
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   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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   -2.97115013e-01  -1.25809089e-01]
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   -3.40345931e-02  -6.01235233e-02]
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 [  1.94136172e-01  -4.51390262e-02  -2.09550808e-01   3.17822865e-02
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    6.32048779e-02  -1.05481639e-01]
 [  2.87754089e-01  -1.88413433e-01   9.40057543e-02   1.02687423e-01
    1.42749256e-01  -9.48953477e-02  -4.30032147e-02  -1.30756976e-01
    1.95923260e-01  -6.21384329e-02]
 [ -8.47197885e-02  -1.38441498e-01   1.27426870e-01   1.29189282e-01
    4.24168496e-02  -1.24931237e-01   1.63757613e-01  -7.95976198e-02
    1.84042320e-01   2.38195301e-02]
 [ -1.88905231e-01  -4.16365095e-01   1.22651789e-01  -6.13385491e-01
   -9.79146637e-01   2.24594507e-01   3.82672076e-01  -1.42756550e-01
   -1.77262101e-01   1.51698254e-02]]
[[ 0.61701324]
 [ 2.17314703]
 [ 0.21277746]
 [ 1.03576052]
 [-3.22304341]
 [-0.42904636]
 [-2.00534995]
 [ 0.03517818]
 [ 0.65589986]
 [ 0.81694113]]
Progress: 99.2% ... Training loss: 0.215 ... Validation loss: 0.393[[  2.44680440e-01   9.26136186e-01  -7.07214644e-02   1.87162515e-01
    6.32538514e-02  -1.07316953e-01  -6.80186281e-02   1.18194795e-01
    2.72882585e-02   3.58612347e-01]
 [  1.05760325e-02   9.58927190e-02  -2.05376444e-02   4.71957371e-02
   -6.00817273e-02  -7.72383730e-03   3.54027729e-01   3.99231190e-02
    1.50142904e-01  -2.23671009e-02]
 [  1.82256486e-01   3.66125498e-01  -1.41933265e-02  -1.45941613e-01
    8.02518986e-01   2.78677565e-03  -1.25448459e+00  -5.03012073e-02
    3.00974280e-02   2.71310132e-01]
 [ -5.35159831e-02  -4.60310754e-01  -2.21847273e-01   1.80028789e-01
   -3.87034622e-01   2.24308769e-01   4.82982113e-01   5.36530274e-02
    2.93343945e-02   2.34895655e-01]
 [ -6.25690368e-02  -5.13747646e-02  -1.36664950e-01   4.87471099e-02
   -1.07017420e-01  -2.03737154e-01   1.33838895e-01  -1.11911384e-01
   -1.83307936e-01  -8.99096306e-02]
 [ -3.72406401e-01  -7.23372063e-01  -2.98523518e-01   1.53234269e-01
   -4.95389279e-01   1.43317539e-02   4.22641960e-01  -4.28755625e-02
   -3.01377745e-02  -4.13810484e-02]
 [ -3.73120396e-02  -5.25351069e-01  -4.96632517e-04   1.95316392e-02
   -4.09003350e-01  -6.22221157e-02   1.75021601e-01  -1.98948275e-01
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 [  4.65156621e-02  -6.66872761e-01   3.67983758e-03  -1.69836020e-01
   -5.36954526e-01  -1.35514260e-02   2.32855340e-01   1.04482195e-01
    7.72210448e-03  -9.39917631e-02]
 [ -1.60343972e-01  -2.55641713e-01  -2.92353060e-01  -3.26775755e-03
   -2.79723998e-01   4.86654421e-02  -1.23498156e-02  -3.13006436e-02
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 [  1.33090694e-02  -6.55034415e-01   5.47991011e-02  -1.67350657e-01
   -6.98413337e-01  -1.05647238e-01   2.16462188e-01  -1.28986918e-01
   -3.84765373e-02   3.36304614e-03]
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   -4.98212637e-01  -2.25716942e-02   2.82588458e-01  -1.03390769e-01
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   -2.66576983e-01   1.24932783e-01   3.97282727e-01  -2.16250178e-02
   -2.07679941e-01  -2.51360257e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.94215655e-01  -3.73122636e-01   9.13096366e-02   1.97099345e-01
   -1.82217495e-01  -6.04914169e-02   1.34573168e-01  -2.63785862e-01
   -2.98234109e-01  -1.27145833e-01]
 [  8.33221782e-02  -2.98872584e-01  -2.90421636e-02   8.38775317e-02
   -8.91990664e-02  -8.81747960e-02   3.54492396e-01  -5.76175793e-04
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 [  3.79769139e-02  -1.54617906e-01  -2.11060399e-01   1.36536393e-01
   -4.85076463e-02   6.87154321e-02  -1.18867055e-02  -2.10507563e-02
   -8.66412838e-02  -6.96351160e-04]
 [ -1.24324493e-01  -1.46018203e-01  -2.02065137e-01   1.44658250e-01
   -7.07119679e-02   1.32828957e-01  -5.35226414e-02  -2.52693328e-01
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 [ -6.43021710e-02  -1.81972216e-01   2.76899118e-01   9.81716801e-02
   -6.40444206e-02  -6.61215508e-02  -3.15093759e-02   1.19645078e-01
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 [  6.36566884e-02  -1.25610471e-01   8.37272446e-02   6.63873353e-02
   -2.12853463e-01  -8.54067149e-03   1.07985279e-01   1.16986224e-01
   -3.32996574e-02  -5.92362734e-02]
 [ -7.49011605e-03  -3.19182593e-01  -3.04250453e-01  -8.12473045e-02
   -2.12984058e-01  -8.04782100e-02   1.96655747e-04   1.58095688e-01
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 [  5.69783091e-02  -8.49218971e-02  -1.09898932e-01   6.81703095e-02
   -4.31914922e-01   3.09799225e-01   3.32888273e-01   2.03309315e-01
   -1.43389596e-01  -4.10043022e-02]
 [  1.51069570e-02   4.50184057e-02   1.28197127e-01   1.36137869e-01
   -7.77202586e-02   9.82900709e-02   1.43292547e-02  -4.19106392e-02
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 [  9.77280389e-02   4.95435939e-02  -4.72179145e-02  -1.29310520e-01
   -1.59262353e-01  -3.21233056e-01   1.62362610e-01   6.14919663e-03
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   -1.69245653e-01  -2.02541495e-01   4.18317397e-02  -2.21429633e-02
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   -4.05230118e-01  -9.61698737e-03   6.25152626e-02  -2.59226286e-02
   -1.19434106e-03   4.75528278e-02]
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   -1.61668166e-01  -3.63805041e-01]
 [ -7.46437009e-03  -5.92049113e-01  -3.01303403e-02  -6.26862735e-02
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    3.90189871e-02  -3.86563878e-01]
 [  2.05240336e-02  -6.57580656e-01  -4.29832665e-02  -9.49601916e-02
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   -3.58437708e-01  -2.09888585e-01]
 [ -1.83865006e-01  -7.56761225e-01  -1.44600177e-02  -2.15461699e-01
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   -7.63810146e-02   8.85647511e-02]
 [ -3.14116995e-01  -6.06533014e-01   5.18028669e-02  -5.50146581e-02
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   -9.43042154e-02  -1.35888334e-01]
 [ -2.33297714e-01  -4.62963342e-01   2.43272752e-01  -2.68571207e-01
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   -2.80452929e-01  -4.68726262e-02]
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   -5.36158396e-02  -1.67009640e-01]
 [  4.98023668e-02   2.80088861e-01   1.42447815e-01  -1.56915263e-01
   -3.27303490e-01   8.17714762e-02  -1.06371365e-01   2.75312307e-01
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 [  3.69098912e-01   4.46597018e-01  -7.36960487e-02   2.80075890e-01
   -1.05854136e+00  -2.81303106e-01  -4.99606996e-01   1.77823034e-01
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 [  7.58994019e-02   9.74731059e-02   2.65736554e-01   2.75485445e-01
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   -1.06277641e-01  -2.56833552e-01]
 [  4.37906951e-02  -1.33043179e-01  -1.15907389e-01  -3.83964846e-02
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 [  3.77214105e-02  -1.53796594e-02  -5.85706766e-02  -1.88068306e-02
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 [  5.69900275e-02   1.72133336e-01   2.51043421e-01   9.84635576e-02
   -7.96165949e-02  -1.59396841e-01  -4.52541010e-02   4.01456105e-02
   -1.66120385e-01   1.38033855e-01]
 [  1.11033256e-01   1.37026723e-01   1.17109154e-01   3.43913343e-02
   -1.03397590e-01   4.00055415e-02  -1.05747537e-01  -2.70454331e-01
    1.50306466e-02  -4.80617221e-02]
 [  1.62999493e-02   1.88068275e-01   9.09489527e-02  -3.18428382e-02
    2.38261265e-02   1.60059760e-01  -6.41205210e-02   1.18296858e-01
   -2.92298742e-03   1.96919270e-01]
 [  2.40470082e-01   1.20046983e-01   3.12160122e-02   7.34992601e-02
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   -4.68054519e-02  -1.31871102e-02]
 [  5.75769792e-02   1.21002834e-01   2.06929958e-02   5.13106247e-02
   -4.69634639e-01  -1.32124114e-01  -2.80000544e-01   4.10814437e-02
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 [  4.75117695e-02   4.41878913e-01   1.26675985e-01   4.49362753e-01
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 [  1.37443235e-01   4.35719318e-01   5.98465849e-02   3.98540699e-01
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 [  1.80582338e-01   2.87041503e-01   2.28411324e-01   8.51620845e-02
   -8.26080131e-01   1.10945552e-01  -1.10075417e-01   1.57054910e-01
    1.89914495e-01   1.86728273e-02]
 [ -1.07389209e-01   2.16693922e-01   2.28737378e-01  -2.88996685e-02
   -2.06809441e-01   1.50630226e-01  -3.53599064e-02  -1.83324730e-02
   -6.66988020e-02   7.39442073e-03]
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   -2.94053380e-01  -1.14143310e-01]
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   -2.08070203e-01   3.47881812e-02]
 [  9.80721416e-03  -5.10400958e-01  -1.28563107e-01  -1.62606273e-01
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   -1.66059996e-01  -2.22687308e-01]
 [ -5.74571190e-02  -5.79286123e-01  -2.22990435e-01  -3.04049108e-01
   -9.97640684e-01   5.79007264e-02   4.83305020e-01  -1.77176282e-01
   -4.98896810e-02  -4.17265695e-01]
 [ -5.80823212e-02  -1.09710779e-01   2.88666176e-01   1.03629557e-01
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   -3.88241797e-02   2.79399396e-02]
 [ -2.68593112e-01  -3.28239976e-02   4.23418566e-02   8.77585924e-02
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   -7.94796042e-04   1.59712369e-01]
 [  1.93523935e-01  -4.72310675e-02  -2.09770572e-01   3.08236284e-02
    1.87058398e-01  -3.42858487e-01   8.74719987e-03  -1.62194612e-01
    6.25110270e-02  -1.06258498e-01]
 [  2.87130022e-01  -1.90649308e-01   9.37561970e-02   1.01460125e-01
    1.45861046e-01  -9.44614900e-02  -4.11494398e-02  -1.30795213e-01
    1.95209702e-01  -6.30114626e-02]
 [ -8.52786000e-02  -1.40675297e-01   1.27230530e-01   1.28248893e-01
    4.46958061e-02  -1.24604310e-01   1.65305221e-01  -7.96288718e-02
    1.83443298e-01   2.30672742e-02]
 [ -1.88204948e-01  -4.13412443e-01   1.22874143e-01  -6.12381504e-01
   -9.82670857e-01   2.24123212e-01   3.80341994e-01  -1.42721338e-01
   -1.76539190e-01   1.60125621e-02]]
[[ 0.60004861]
 [ 2.16223085]
 [ 0.19795008]
 [ 1.01584365]
 [-3.23197026]
 [-0.44248284]
 [-2.02662546]
 [ 0.01868312]
 [ 0.63767175]
 [ 0.7998048 ]]
Progress: 99.3% ... Training loss: 0.208 ... Validation loss: 0.379[[  2.44453553e-01   9.27181662e-01  -7.07997647e-02   1.86581603e-01
    6.64880820e-02  -1.07030533e-01  -6.85014466e-02   1.18183625e-01
    2.70066947e-02   3.58139210e-01]
 [  1.10049981e-02   9.71517330e-02  -2.04084073e-02   4.79151692e-02
   -6.26142959e-02  -8.03795824e-03   3.52774281e-01   3.99353499e-02
    1.50579129e-01  -2.18482336e-02]
 [  1.84662269e-01   3.73917979e-01  -1.34292690e-02  -1.42085192e-01
    7.96188135e-01   1.10994115e-03  -1.25864218e+00  -5.02286410e-02
    3.26910382e-02   2.74456432e-01]
 [ -5.44303277e-02  -4.61668030e-01  -2.22097466e-01   1.78817001e-01
   -3.84801554e-01   2.24925360e-01   4.82407718e-01   5.36218679e-02
    2.83661614e-02   2.33558744e-01]
 [ -5.90359934e-02  -3.99293175e-02  -1.35494184e-01   5.42914224e-02
   -1.20973184e-01  -2.06062270e-01   1.23668490e-01  -1.11805335e-01
   -1.79550968e-01  -8.54546963e-02]
 [ -3.72677784e-01  -7.24434708e-01  -2.98609753e-01   1.52755372e-01
   -4.95744663e-01   1.45114608e-02   4.22889695e-01  -4.28839123e-02
   -3.04511378e-02  -4.17485809e-02]
 [ -3.72151958e-02  -5.24837247e-01  -4.60991445e-04   1.96612246e-02
   -4.08109228e-01  -6.23077250e-02   1.74747912e-01  -1.98946243e-01
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 [  4.73984788e-02  -6.64194665e-01   3.96338896e-03  -1.68524412e-01
   -5.40412041e-01  -1.41615366e-02   2.31337408e-01   1.04508209e-01
    8.65220662e-03  -9.29007813e-02]
 [ -1.60076181e-01  -2.54579350e-01  -2.92246870e-01  -2.88815605e-03
   -2.80625500e-01   4.85180906e-02  -1.34961821e-02  -3.12926012e-02
    3.07607208e-01  -1.08053973e-01]
 [  1.49204137e-02  -6.50038428e-01   5.53380088e-02  -1.64927912e-01
   -7.02718392e-01  -1.06759121e-01   2.12703401e-01  -1.28939721e-01
   -3.67948730e-02   5.34447888e-03]
 [ -5.93158316e-02  -3.60524761e-01   1.65265228e-02  -1.02844762e-01
   -4.98442756e-01  -2.25119056e-02   2.82847494e-01  -1.03392813e-01
    2.70134476e-02  -5.89745932e-02]
 [ -1.78622259e-01  -5.53506270e-01  -8.41475705e-02  -6.21728355e-03
   -2.65862087e-01   1.25321513e-01   3.98092225e-01  -2.16424317e-02
   -2.08271046e-01  -2.52115109e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
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[[ 0.60379143]
 [ 2.16638097]
 [ 0.20164776]
 [ 1.01746042]
 [-3.23067944]
 [-0.44155553]
 [-2.02726597]
 [ 0.02149825]
 [ 0.64052989]
 [ 0.80432703]]
Progress: 99.3% ... Training loss: 0.207 ... Validation loss: 0.376[[  2.44611238e-01   9.28232716e-01  -7.06431963e-02   1.87230785e-01
    6.61409260e-02  -1.07207952e-01  -6.75134737e-02   1.18195802e-01
    2.72331138e-02   3.58553391e-01]
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 [  1.93403024e-01  -4.76873089e-02  -2.09755050e-01   3.07560979e-02
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 [ -8.47617372e-02  -1.39492391e-01   1.27420909e-01   1.29254889e-01
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    1.84109257e-01   2.38932740e-02]
 [ -1.87878319e-01  -4.12727649e-01   1.22977521e-01  -6.12040775e-01
   -9.84828633e-01   2.23959715e-01   3.77899200e-01  -1.42719645e-01
   -1.76215461e-01   1.66213125e-02]]
[[ 0.60422207]
 [ 2.16861023]
 [ 0.20287649]
 [ 1.02044182]
 [-3.23209282]
 [-0.44262741]
 [-2.02576634]
 [ 0.02119688]
 [ 0.64100897]
 [ 0.80431808]]
Progress: 99.4% ... Training loss: 0.208 ... Validation loss: 0.378[[  2.44315510e-01   9.28885594e-01  -7.07343999e-02   1.86793901e-01
    6.77800641e-02  -1.06955384e-01  -6.75323156e-02   1.18185800e-01
    2.69551930e-02   3.58306247e-01]
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   -6.12965175e-02  -7.74859783e-03   3.53596066e-01   3.99213434e-02
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 [  1.81624631e-01   3.67773546e-01  -1.43242647e-02  -1.46520266e-01
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   -2.08884394e-01  -2.52937433e-01]
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   -3.85512704e-02   2.82998145e-02]
 [ -2.69817765e-01  -3.70805778e-02   4.19124044e-02   8.55580255e-02
    2.29790849e-01  -2.27526213e-01  -4.24267129e-02   2.37503909e-01
   -2.16091556e-03   1.58000375e-01]
 [  1.93378506e-01  -4.75508453e-02  -2.09750252e-01   3.08059897e-02
    1.88737551e-01  -3.42791481e-01   8.43418263e-03  -1.62195428e-01
    6.24070557e-02  -1.06585782e-01]
 [  2.87866505e-01  -1.88622241e-01   9.40406527e-02   1.02853010e-01
    1.43818315e-01  -9.49668096e-02  -4.16079104e-02  -1.30763024e-01
    1.96183089e-01  -6.20661772e-02]
 [ -8.43883356e-02  -1.39085336e-01   1.27553752e-01   1.29995571e-01
    3.99495006e-02  -1.25300283e-01   1.64429549e-01  -7.95964125e-02
    1.84501421e-01   2.43607746e-02]
 [ -1.87018170e-01  -4.08802803e-01   1.23272844e-01  -6.11078525e-01
   -9.89581157e-01   2.23326326e-01   3.75230956e-01  -1.42690657e-01
   -1.75245505e-01   1.78263885e-02]]
[[ 0.60571048]
 [ 2.16993408]
 [ 0.20408888]
 [ 1.01969116]
 [-3.23577746]
 [-0.44266526]
 [-2.02527069]
 [ 0.02139547]
 [ 0.64136312]
 [ 0.80305654]]
Progress: 99.5% ... Training loss: 0.208 ... Validation loss: 0.379[[  2.44244843e-01   9.29542605e-01  -7.07541268e-02   1.86770222e-01
    6.58664139e-02  -1.06938550e-01  -6.78264429e-02   1.18181070e-01
    2.69288977e-02   3.58224030e-01]
 [  1.03411933e-02   9.50654800e-02  -2.06547973e-02   4.66406813e-02
   -6.09416356e-02  -7.53288553e-03   3.55012307e-01   3.99102965e-02
    1.49918494e-01  -2.27432838e-02]
 [  1.81479849e-01   3.66696428e-01  -1.44323452e-02  -1.46999850e-01
    7.97366663e-01   3.38380409e-03  -1.25336725e+00  -5.03352265e-02
    2.97354964e-02   2.70852866e-01]
 [ -5.93876568e-02  -4.78668927e-01  -2.23779689e-01   1.71014280e-01
   -3.78218957e-01   2.28812884e-01   4.99770579e-01   5.34311611e-02
    2.28935417e-02   2.26457631e-01]
 [ -6.03592533e-02  -4.73067097e-02  -1.35868148e-01   5.24445742e-02
   -1.12599357e-01  -2.05142126e-01   1.30497397e-01  -1.11851938e-01
   -1.80566629e-01  -8.72262117e-02]
 [ -3.71122303e-01  -7.21909087e-01  -2.98084873e-01   1.55238097e-01
   -4.98029718e-01   1.33593590e-02   4.20723181e-01  -4.28313226e-02
   -2.88813618e-02  -3.98315501e-02]
 [ -3.73341794e-02  -5.26403921e-01  -5.11929989e-04   1.92155339e-02
   -4.07521409e-01  -6.22395245e-02   1.74932781e-01  -1.98952846e-01
    1.75005543e-01   3.55308093e-02]
 [  4.62120631e-02  -6.67374615e-01   3.64965068e-03  -1.70108409e-01
   -5.42483193e-01  -1.33868341e-02   2.34575791e-01   1.04470736e-01
    7.64501237e-03  -9.41806350e-02]
 [ -1.59172169e-01  -2.51641897e-01  -2.91924612e-01  -1.58936371e-03
   -2.83961283e-01   4.78575726e-02  -1.58332375e-02  -3.12586840e-02
    3.08629214e-01  -1.06933456e-01]
 [  1.86937617e-02  -6.40016331e-01   5.66168180e-02  -1.59277067e-01
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   -3.27071437e-02   1.02047903e-02]
 [ -6.10118123e-02  -3.66901681e-01   1.59886769e-02  -1.05401188e-01
   -4.92839970e-01  -2.13390207e-02   2.88503684e-01  -1.03450814e-01
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   -2.66829899e-01   1.25999744e-01   4.01067412e-01  -2.16747023e-02
   -2.09185136e-01  -2.53324914e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.94843709e-01  -3.75167316e-01   9.10801862e-02   1.96021140e-01
   -1.80935975e-01  -6.00373314e-02   1.35860324e-01  -2.63810539e-01
   -2.98960970e-01  -1.28088712e-01]
 [  8.31470344e-02  -2.99737313e-01  -2.90740127e-02   8.35299402e-02
   -8.68415790e-02  -8.80840910e-02   3.54950441e-01  -5.82097844e-04
    4.62958562e-03  -2.80792846e-02]
 [  4.03390012e-02  -1.48875699e-01  -2.10261117e-01   1.40405194e-01
   -5.50015339e-02   6.70171413e-02  -1.63775966e-02  -2.09655187e-02
   -8.40767101e-02   2.39785681e-03]
 [ -1.24659383e-01  -1.47809903e-01  -2.02164951e-01   1.44107675e-01
   -6.81830800e-02   1.33011239e-01  -5.32456832e-02  -2.52706735e-01
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 [ -6.44437132e-02  -1.83249444e-01   2.76847501e-01   9.79100950e-02
   -6.36500190e-02  -6.60468993e-02  -3.03907551e-02   1.19638949e-01
    8.94101784e-02   7.63274732e-02]
 [  6.40092162e-02  -1.24599394e-01   8.38186055e-02   6.67505759e-02
   -2.16094315e-01  -8.69956629e-03   1.07176764e-01   1.16996555e-01
   -3.29540369e-02  -5.87269117e-02]
 [ -7.61139838e-03  -3.18617015e-01  -3.04236533e-01  -8.12020609e-02
   -2.16107733e-01  -8.04668667e-02   8.65015847e-04   1.58088957e-01
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 [  5.72352272e-02  -8.42944475e-02  -1.09761256e-01   6.88083440e-02
   -4.34127218e-01   3.09529245e-01   3.33141804e-01   2.03325719e-01
   -1.42949572e-01  -4.05449265e-02]
 [  1.46025938e-02   4.34781452e-02   1.27984164e-01   1.34954982e-01
   -7.51675226e-02   9.87544561e-02   1.48892376e-02  -4.19347889e-02
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 [  9.85128557e-02   5.22628439e-02  -4.69518724e-02  -1.28086261e-01
   -1.63147868e-01  -3.21775423e-01   1.59681815e-01   6.17724626e-03
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 [ -1.19323432e-01  -1.87836701e-01  -2.05119435e-02   7.52524688e-04
   -1.70855456e-01  -2.02660788e-01   4.19573376e-02  -2.21400911e-02
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 [ -1.48434198e-01  -1.19072848e-01  -1.99534971e-01  -6.62099098e-03
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   -9.95291605e-04   4.78377230e-02]
 [ -1.19091172e-02  -2.60121305e-01  -6.96156034e-02  -9.95101399e-02
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   -1.61618079e-01  -3.63753646e-01]
 [ -7.94493386e-03  -5.94315451e-01  -3.03118927e-02  -6.35206143e-02
    6.54304748e-01   9.45720498e-02   6.51508926e-01   9.12020601e-02
    3.85100666e-02  -3.87188819e-01]
 [  2.05771183e-02  -6.58985833e-01  -4.29710196e-02  -9.48924486e-02
    6.73405204e-01   1.63873947e-02   6.33531273e-01   4.84636097e-02
   -3.58399196e-01  -2.09847945e-01]
 [ -1.83605256e-01  -7.56895578e-01  -1.43547296e-02  -2.14872240e-01
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   -7.60751187e-02   8.89268411e-02]
 [ -3.14560036e-01  -6.08095506e-01   5.16711352e-02  -5.56501814e-02
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   -9.47473201e-02  -1.36375374e-01]
 [ -2.33150669e-01  -4.62754952e-01   2.43324385e-01  -2.68295863e-01
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   -2.80294373e-01  -4.66342553e-02]
 [ -1.73601033e-01  -3.33403319e-01  -1.95667367e-01  -1.54189705e-01
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   -5.44013595e-02  -1.67943560e-01]
 [  5.12686849e-02   2.85086244e-01   1.42961828e-01  -1.54126010e-01
   -3.34508196e-01   8.05871194e-02  -1.11975368e-01   2.75364768e-01
    5.96972445e-03   1.07845132e-01]
 [  3.68359696e-01   4.43771087e-01  -7.39736934e-02   2.78428445e-01
   -1.05734806e+00  -2.80611712e-01  -4.94265399e-01   1.77792469e-01
    4.00547833e-01   5.79849055e-03]
 [  7.69635604e-02   1.00259848e-01   2.66089277e-01   2.77094853e-01
    1.79526659e-02  -2.14737060e-01  -1.78403494e-01  -1.31431899e-01
   -1.05138714e-01  -2.55453503e-01]
 [  4.39823057e-02  -1.32588409e-01  -1.15845316e-01  -3.81113321e-02
    2.88623884e-01   2.22389353e-02  -7.43083762e-02  -1.85630005e-01
    5.02470379e-02   2.32732791e-01]
 [  3.68030879e-02  -1.85487436e-02  -5.88813170e-02  -2.05644941e-02
    8.50143688e-02  -2.05543733e-01  -5.40820725e-02   1.13355729e-02
    6.69768384e-02   3.81565782e-02]
 [  5.83587172e-02   1.76837128e-01   2.51488607e-01   1.00600016e-01
   -8.35624012e-02  -1.60394260e-01  -4.91613190e-02   4.01931391e-02
   -1.64715642e-01   1.39849002e-01]
 [  1.10648721e-01   1.35550868e-01   1.16913538e-01   3.31284779e-02
   -9.81657929e-02   4.03135433e-02  -1.06466962e-01  -2.70474597e-01
    1.44461955e-02  -4.88124898e-02]
 [  1.68444560e-02   1.89886204e-01   9.11354762e-02  -3.13949172e-02
    2.22276050e-02   1.59567822e-01  -6.68683515e-02   1.18317287e-01
   -2.34652535e-03   1.97698528e-01]
 [  2.40493333e-01   1.20576870e-01   3.12313578e-02   7.34136656e-02
    7.39746786e-02  -3.94520567e-02  -3.15034235e-01   1.47932426e-01
   -4.67344946e-02  -1.31218513e-02]
 [  5.73355692e-02   1.20417972e-01   2.06223060e-02   5.09376179e-02
   -4.68066076e-01  -1.31977712e-01  -2.79137030e-01   4.10752321e-02
    1.26302246e-01   2.04941356e-01]
 [  4.82996040e-02   4.45171052e-01   1.27001525e-01   4.50967049e-01
   -1.76376141e+00  -2.78906422e-01  -4.18704690e-01  -7.09919313e-02
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 [  1.37150770e-01   4.35452092e-01   5.98229142e-02   3.98304664e-01
   -1.59323257e+00  -5.57255670e-02  -3.04005643e-01   1.48128282e-01
    1.89607890e-01   4.12548934e-01]
 [  1.80166644e-01   2.86300907e-01   2.28286752e-01   8.46783601e-02
   -8.27024292e-01   1.11261975e-01  -1.09222034e-01   1.57039581e-01
    1.89535602e-01   1.81211400e-02]
 [ -1.07084785e-01   2.17844407e-01   2.28833762e-01  -2.81229117e-02
   -2.09725873e-01   1.50433371e-01  -3.68433134e-02  -1.83223522e-02
   -6.63933009e-02   7.81941473e-03]
 [ -1.19545533e-01  -1.55570490e-02   1.69040728e-02   6.52264166e-02
   -1.23173223e-01   1.25699162e-01   2.32933068e-01   1.73778675e-02
   -2.94142708e-01  -1.14214034e-01]
 [ -2.25716787e-01  -9.89374758e-02  -9.50988372e-02  -3.42178496e-01
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   -2.07832402e-01   3.51010588e-02]
 [  1.01779304e-02  -5.09849315e-01  -1.28441589e-01  -1.61977830e-01
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   -1.65665500e-01  -2.22216131e-01]
 [ -5.85920327e-02  -5.82127642e-01  -2.23345560e-01  -3.06139751e-01
   -9.98142780e-01   5.87984149e-02   4.88765748e-01  -1.77216312e-01
   -5.10909985e-02  -4.18832720e-01]
 [ -5.75780083e-02  -1.09442527e-01   2.88814565e-01   1.04296620e-01
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   -3.82788874e-02   2.85565636e-02]
 [ -2.69186038e-01  -3.52855308e-02   4.21282165e-02   8.66744907e-02
    2.27622926e-01  -2.28021792e-01  -4.43844714e-02   2.37525588e-01
   -1.49860211e-03   1.58798028e-01]
 [  1.92828161e-01  -4.95960104e-02  -2.09944683e-01   2.98461426e-02
    1.90654821e-01  -3.42439939e-01   9.20371762e-03  -1.62215905e-01
    6.17771073e-02  -1.07343288e-01]
 [  2.88665712e-01  -1.86737971e-01   9.43080819e-02   1.04194771e-01
    1.42249608e-01  -9.55319967e-02  -4.39488018e-02  -1.30733855e-01
    1.96981322e-01  -6.10741598e-02]
 [ -8.42624683e-02  -1.38887947e-01   1.27596108e-01   1.30204777e-01
    3.97883131e-02  -1.25396523e-01   1.63905944e-01  -7.95919185e-02
    1.84622844e-01   2.44930171e-02]
 [ -1.86707307e-01  -4.07803302e-01   1.23372774e-01  -6.10493140e-01
   -9.91396015e-01   2.23083761e-01   3.74393711e-01  -1.42681351e-01
   -1.74899081e-01   1.83510923e-02]]
[[ 0.60819571]
 [ 2.17193682]
 [ 0.2092053 ]
 [ 1.02115484]
 [-3.23304261]
 [-0.43824119]
 [-2.02187479]
 [ 0.02428769]
 [ 0.64392629]
 [ 0.80695551]]
Progress: 99.5% ... Training loss: 0.209 ... Validation loss: 0.383[[  2.41444602e-01   9.20496243e-01  -7.17316788e-02   1.81959460e-01
    7.69770164e-02  -1.04963913e-01  -6.09454092e-02   1.18067701e-01
    2.37766124e-02   3.54511066e-01]
 [  1.03190301e-02   9.50044671e-02  -2.06619795e-02   4.66040226e-02
   -6.08479168e-02  -7.51790495e-03   3.55082548e-01   3.99094142e-02
    1.49895624e-01  -2.27727519e-02]
 [  1.80452888e-01   3.62792094e-01  -1.48529761e-02  -1.49118925e-01
    8.01135341e-01   4.28998301e-03  -1.25280210e+00  -5.03861315e-02
    2.83558370e-02   2.69418864e-01]
 [ -5.56211595e-02  -4.63662739e-01  -2.22426991e-01   1.77335885e-01
   -3.94052910e-01   2.26243843e-01   4.90324705e-01   5.35833496e-02
    2.70777006e-02   2.31618678e-01]
 [ -6.03313946e-02  -4.79973774e-02  -1.35868119e-01   5.25967782e-02
   -1.16006632e-01  -2.05293842e-01   1.31086347e-01  -1.11844656e-01
   -1.80531184e-01  -8.72359494e-02]
 [ -3.72646969e-01  -7.27217747e-01  -2.98610519e-01   1.52706966e-01
   -4.92746309e-01   1.42897599e-02   4.25463488e-01  -4.28910214e-02
   -3.05139798e-02  -4.19162274e-02]
 [ -3.88935197e-02  -5.31170074e-01  -1.03506600e-03   1.66874553e-02
   -4.02086878e-01  -6.11723396e-02   1.79486539e-01  -1.99011550e-01
    1.73393345e-01   3.36672966e-02]
 [  4.43592475e-02  -6.73326521e-01   2.97965512e-03  -1.73339372e-01
   -5.36931634e-01  -1.20137382e-02   2.38131019e-01   1.04390963e-01
    5.60447573e-03  -9.66758840e-02]
 [ -1.57835843e-01  -2.47483778e-01  -2.91448766e-01   6.16626509e-04
   -2.87853496e-01   4.68585668e-02  -1.99663257e-02  -3.12040394e-02
    3.09948400e-01  -1.05163831e-01]
 [  1.60066751e-02  -6.48665498e-01   5.56705284e-02  -1.63797120e-01
   -7.05346659e-01  -1.07811137e-01   2.09200957e-01  -1.28915983e-01
   -3.57679388e-02   6.58174090e-03]
 [ -6.16733403e-02  -3.69579329e-01   1.57726543e-02  -1.06573230e-01
   -4.90430862e-01  -2.08708962e-02   2.90414275e-01  -1.03476194e-01
    2.46802835e-02  -6.16695896e-02]
 [ -1.79797413e-01  -5.56976782e-01  -8.44866928e-02  -7.95195997e-03
   -2.65972598e-01   1.26134479e-01   4.01663776e-01  -2.16838891e-02
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[[ 0.59432138]
 [ 2.16069542]
 [ 0.1953569 ]
 [ 1.00943717]
 [-3.24095739]
 [-0.44710167]
 [-2.03267526]
 [ 0.01276052]
 [ 0.63186943]
 [ 0.79361632]]
Progress: 99.5% ... Training loss: 0.210 ... Validation loss: 0.378[[  2.43550415e-01   9.28209806e-01  -7.10498446e-02   1.85132635e-01
    7.03509217e-02  -1.06636826e-01  -6.61676935e-02   1.18115134e-01
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 [  1.82474308e-01   3.71479178e-01  -1.42048467e-02  -1.46046844e-01
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 [  1.71417275e-02   1.90931816e-01   9.12402158e-02  -3.11475719e-02
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 [  2.39325072e-01   1.16499151e-01   3.08165855e-02   7.13734632e-02
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   -4.80527524e-02  -1.47343403e-02]
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 [  2.88961560e-01  -1.86634811e-01   9.43909727e-02   1.04669616e-01
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 [ -8.46698040e-02  -1.40351076e-01   1.27449047e-01   1.29396432e-01
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    1.84117327e-01   2.39372004e-02]
 [ -1.85603584e-01  -4.04945208e-01   1.23728229e-01  -6.09078505e-01
   -9.97706054e-01   2.22160610e-01   3.71635405e-01  -1.42680526e-01
   -1.73718398e-01   1.97633994e-02]]
[[ 0.61038637]
 [ 2.16831478]
 [ 0.21101941]
 [ 1.02000308]
 [-3.23529373]
 [-0.43114145]
 [-2.01606257]
 [ 0.02759462]
 [ 0.64829705]
 [ 0.81005354]]
Progress: 99.6% ... Training loss: 0.209 ... Validation loss: 0.384[[  2.40107811e-01   9.17241060e-01  -7.23558697e-02   1.78884127e-01
    8.39289674e-02  -1.04083037e-01  -5.53911425e-02   1.17947594e-01
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   -6.52900217e-02  -8.06524913e-03   3.53455760e-01   3.99275261e-02
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 [  1.80693179e-01   3.63355433e-01  -1.49298902e-02  -1.49118037e-01
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    2.85039856e-02   2.69685477e-01]
 [ -5.61146687e-02  -4.64205967e-01  -2.22640875e-01   1.76562411e-01
   -4.01803239e-01   2.26835344e-01   4.92239091e-01   5.35494141e-02
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   -1.80728721e-01  -8.75553613e-02]
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   -2.96622010e-02  -4.09542395e-02]
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   -2.08974939e-01  -2.52942301e-01]
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   -2.99382725e-01  -1.28717890e-01]
 [  8.28292808e-02  -3.00981800e-01  -2.91974204e-02   8.29985546e-02
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   -8.47143446e-02   1.64045557e-03]
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 [  5.70293568e-02   1.19602376e-01   2.05073602e-02   5.04325675e-02
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   -1.00637842e+00   5.79101180e-02   4.84710197e-01  -1.77212398e-01
   -4.99175524e-02  -4.17300096e-01]
 [ -5.69919332e-02  -1.08769152e-01   2.89016958e-01   1.05359359e-01
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   -3.76688425e-02   2.93398383e-02]
 [ -2.70230225e-01  -3.95478561e-02   4.17866802e-02   8.49630018e-02
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   -2.54038110e-03   1.57516608e-01]
 [  1.91256342e-01  -5.53943209e-02  -2.10484565e-01   2.72375598e-02
    1.97917627e-01  -3.41444839e-01   1.41464880e-02  -1.62265435e-01
    6.00970650e-02  -1.09352068e-01]
 [  2.87677741e-01  -1.90721866e-01   9.38997492e-02   1.02294239e-01
    1.48739969e-01  -9.47362685e-02  -4.06632010e-02  -1.30797679e-01
    1.95816591e-01  -6.25617057e-02]
 [ -8.54487115e-02  -1.42819192e-01   1.27176050e-01   1.28051451e-01
    4.65596626e-02  -1.24579366e-01   1.67017422e-01  -7.96431386e-02
    1.83289763e-01   2.28948999e-02]
 [ -1.86191968e-01  -4.06425608e-01   1.23479502e-01  -6.09946702e-01
   -9.97433941e-01   2.22584664e-01   3.72636127e-01  -1.42711058e-01
   -1.74385466e-01   1.89381406e-02]]
[[ 0.59499691]
 [ 2.15839448]
 [ 0.19916092]
 [ 1.0089134 ]
 [-3.24292639]
 [-0.44280271]
 [-2.02666656]
 [ 0.01557425]
 [ 0.63312505]
 [ 0.79535911]]
Progress: 99.7% ... Training loss: 0.209 ... Validation loss: 0.377[[  2.40333231e-01   9.18144805e-01  -7.22788111e-02   1.79277831e-01
    8.29344222e-02  -1.04141587e-01  -5.64509228e-02   1.17954203e-01
    2.24195309e-02   3.52680947e-01]
 [  1.09282141e-02   9.72695615e-02  -2.04626492e-02   4.77612096e-02
   -6.48745506e-02  -8.01227896e-03   3.53580252e-01   3.99256894e-02
    1.50553999e-01  -2.20189984e-02]
 [  1.80995295e-01   3.63500492e-01  -1.48432523e-02  -1.48527160e-01
    8.00076194e-01   3.83073656e-03  -1.25766532e+00  -5.04266166e-02
    2.87801751e-02   2.69994714e-01]
 [ -5.12244824e-02  -4.48853886e-01  -2.20927443e-01   1.84940844e-01
   -4.17005050e-01   2.23320783e-01   4.78766279e-01   5.36778249e-02
    3.16091142e-02   2.37396640e-01]
 [ -6.08768120e-02  -5.00087003e-02  -1.35958409e-01   5.19500785e-02
   -1.06893081e-01  -2.05053142e-01   1.30247469e-01  -1.11800555e-01
   -1.81146194e-01  -8.79080773e-02]
 [ -3.72232655e-01  -7.27349943e-01  -2.98496271e-01   1.53299354e-01
   -4.94395143e-01   1.39459619e-02   4.25373317e-01  -4.28909622e-02
   -3.01491270e-02  -4.15274915e-02]
 [ -3.89509913e-02  -5.33843555e-01  -1.11746964e-03   1.63536078e-02
   -4.03491520e-01  -6.11104735e-02   1.79746155e-01  -1.99025655e-01
    1.73330767e-01   3.35046592e-02]
 [  4.48605443e-02  -6.73373856e-01   3.04058175e-03  -1.72845650e-01
   -5.39183825e-01  -1.24488034e-02   2.35232614e-01   1.04347111e-01
    5.90887257e-03  -9.60731587e-02]
 [ -1.57431361e-01  -2.46661307e-01  -2.91301416e-01   1.14100355e-03
   -2.88248946e-01   4.64743224e-02  -2.03424308e-02  -3.12064055e-02
    3.10446962e-01  -1.04709825e-01]
 [  1.70279135e-02  -6.49185554e-01   5.58244790e-02  -1.62919313e-01
   -7.08151903e-01  -1.08657104e-01   2.06848853e-01  -1.28993882e-01
   -3.49077914e-02   7.61202364e-03]
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   -4.94968824e-01  -2.12914430e-02   2.88292213e-01  -1.03474343e-01
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   -2.64330511e-01   1.26299751e-01   4.03032878e-01  -2.16681050e-02
   -2.09629320e-01  -2.53681007e-01]
 [ -1.62709683e-01  -3.36109198e-03   5.95527230e-02   1.37604064e-02
   -1.64096825e-01  -2.16383203e-01  -1.69243009e-01  -1.97691657e-01
    7.93868451e-02   1.64781994e-01]
 [ -2.95377218e-01  -3.77411647e-01   9.09082102e-02   1.95282096e-01
   -1.79990342e-01  -5.97360721e-02   1.37574834e-01  -2.63829419e-01
   -2.99474098e-01  -1.28845803e-01]
 [  8.30493803e-02  -3.00804001e-01  -2.91265963e-02   8.33863817e-02
   -8.55735205e-02  -8.80632539e-02   3.56132087e-01  -5.98565977e-04
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 [  3.94498079e-02  -1.51845023e-01  -2.10557038e-01   1.38682756e-01
   -5.07251435e-02   6.74865451e-02  -1.41462912e-02  -2.09981373e-02
   -8.50727389e-02   1.25744100e-03]
 [ -1.26045658e-01  -1.53989100e-01  -2.02645809e-01   1.41677890e-01
   -6.41354190e-02   1.33928484e-01  -5.00007792e-02  -2.52751553e-01
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 [ -6.32772694e-02  -1.79994664e-01   2.77180965e-01   9.98084847e-02
   -6.69037288e-02  -6.69067997e-02  -3.28749001e-02   1.19668980e-01
    9.06224845e-02   7.79939797e-02]
 [  6.25701485e-02  -1.30406251e-01   8.33057960e-02   6.43985745e-02
   -2.12076029e-01  -7.49732430e-03   1.10504058e-01   1.16927003e-01
   -3.46532919e-02  -6.08014440e-02]
 [ -5.88537515e-03  -3.13889107e-01  -3.03673867e-01  -7.85168208e-02
   -2.24592164e-01  -8.18252154e-02  -4.66172832e-03   1.58123666e-01
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 [  5.61449208e-02  -8.86109514e-02  -1.10219373e-01   6.67535098e-02
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   -1.44338750e-01  -4.22257666e-02]
 [  1.49151872e-02   4.53768734e-02   1.28072692e-01   1.35399283e-01
   -7.66023448e-02   9.84402410e-02   1.32496360e-02  -4.19517529e-02
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 [  9.85595851e-02   5.20356218e-02  -4.69086132e-02  -1.28096991e-01
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 [ -1.19646746e-01  -1.88899660e-01  -2.06135104e-02   2.55984028e-04
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   -8.77848495e-04   4.79676927e-02]
 [ -1.15784779e-02  -2.59919006e-01  -6.95119229e-02  -9.90233390e-02
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   -1.61276370e-01  -3.63334694e-01]
 [ -7.88783198e-03  -5.95334484e-01  -3.03319395e-02  -6.35482967e-02
    6.55460490e-01   9.45588828e-02   6.52513192e-01   9.11962618e-02
    3.85351899e-02  -3.87159259e-01]
 [  2.04479469e-02  -6.59969623e-01  -4.30192928e-02  -9.50848298e-02
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   -3.58555088e-01  -2.10024852e-01]
 [ -1.83567038e-01  -7.56920708e-01  -1.43398359e-02  -2.14813724e-01
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   -7.60381718e-02   8.89858683e-02]
 [ -3.14375418e-01  -6.07955912e-01   5.17411613e-02  -5.52477294e-02
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   -9.45028169e-02  -1.36079794e-01]
 [ -2.33589397e-01  -4.64140402e-01   2.43189848e-01  -2.68860841e-01
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   -2.80732449e-01  -4.71984517e-02]
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   -5.35313982e-02  -1.66841202e-01]
 [  5.08019215e-02   2.85227275e-01   1.42788285e-01  -1.54803109e-01
   -3.35920295e-01   8.08338425e-02  -1.11333885e-01   2.75339516e-01
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 [  3.67791700e-01   4.42530032e-01  -7.41757749e-02   2.77403827e-01
   -1.06094320e+00  -2.80137976e-01  -4.92106640e-01   1.77747142e-01
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 [  7.70846061e-02   9.99168789e-02   2.66125379e-01   2.77212668e-01
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   -1.05004918e-01  -2.55327896e-01]
 [  4.35438944e-02  -1.34081837e-01  -1.15987360e-01  -3.89095077e-02
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 [  3.72798865e-02  -1.77624511e-02  -5.87333852e-02  -1.97623835e-02
    8.61475418e-02  -2.05889759e-01  -5.39396339e-02   1.13417408e-02
    6.75255733e-02   3.87688699e-02]
 [  6.00888774e-02   1.81696818e-01   2.52022415e-01   1.02959200e-01
   -8.62930435e-02  -1.61608509e-01  -5.56344589e-02   4.02448911e-02
   -1.63067543e-01   1.41991943e-01]
 [  1.09317828e-01   1.30735640e-01   1.16464389e-01   3.07376078e-02
   -9.02588168e-02   4.11725851e-02  -1.02351406e-01  -2.70519743e-01
    1.30786889e-02  -5.05086803e-02]
 [  1.62941230e-02   1.87666318e-01   9.09063466e-02  -3.27810896e-02
    2.64572990e-02   1.59950820e-01  -6.58084585e-02   1.18274462e-01
   -2.92759264e-03   1.96836289e-01]
 [  2.40814590e-01   1.21597449e-01   3.13202430e-02   7.37203830e-02
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   -4.64578048e-02  -1.27364943e-02]
 [  5.68401812e-02   1.19052446e-01   2.04438471e-02   5.01048886e-02
   -4.65897170e-01  -1.31613174e-01  -2.78050924e-01   4.10539615e-02
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 [  4.60478921e-02   4.37703984e-01   1.26224948e-01   4.47310415e-01
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 [  1.79813775e-01   2.85166003e-01   2.28171802e-01   8.41965529e-02
   -8.26852740e-01   1.11561936e-01  -1.08264071e-01   1.57029783e-01
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 [ -1.05789171e-01   2.21701396e-01   2.29272374e-01  -2.57885348e-02
   -2.15888619e-01   1.49487490e-01  -4.08955793e-02  -1.82807980e-02
   -6.50091959e-02   9.49916208e-03]
 [ -1.19839867e-01  -1.64342325e-02   1.67933757e-02   6.47301160e-02
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   -2.94483174e-01  -1.14622349e-01]
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   -2.08160009e-01   3.47472477e-02]
 [  1.03428567e-02  -5.10828345e-01  -1.28387261e-01  -1.61741025e-01
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   -1.65456773e-01  -2.21955397e-01]
 [ -5.84249529e-02  -5.82375235e-01  -2.23349522e-01  -3.05960455e-01
   -1.00581409e+00   5.86885594e-02   4.86836502e-01  -1.77239805e-01
   -5.09490949e-02  -4.18720431e-01]
 [ -5.61669219e-02  -1.06411398e-01   2.89311744e-01   1.06793689e-01
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   -3.67741361e-02   3.04696558e-02]
 [ -2.69938314e-01  -3.86249309e-02   4.18899973e-02   8.54488227e-02
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   -2.26923968e-03   1.57824755e-01]
 [  1.91906493e-01  -5.32869455e-02  -2.10247022e-01   2.84065471e-02
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    6.07809408e-02  -1.08498796e-01]
 [  2.87169278e-01  -1.93391554e-01   9.37190677e-02   1.01329948e-01
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    1.95228668e-01  -6.32115841e-02]
 [ -8.51420168e-02  -1.41850674e-01   1.27265269e-01   1.28558197e-01
    4.56782936e-02  -1.24778544e-01   1.65952522e-01  -7.96342966e-02
    1.83553317e-01   2.33465053e-02]
 [ -1.86573422e-01  -4.07839333e-01   1.23337158e-01  -6.10800381e-01
   -9.98178468e-01   2.22886408e-01   3.74038951e-01  -1.42721624e-01
   -1.74817685e-01   1.83474453e-02]]
[[ 0.59583917]
 [ 2.15707962]
 [ 0.1985355 ]
 [ 1.01148917]
 [-3.24243053]
 [-0.44137952]
 [-2.0243048 ]
 [ 0.01791716]
 [ 0.63464474]
 [ 0.79795025]]
Progress: 99.7% ... Training loss: 0.208 ... Validation loss: 0.377[[  2.40888652e-01   9.21771111e-01  -7.20345671e-02   1.80509923e-01
    8.00204000e-02  -1.04775731e-01  -5.79035741e-02   1.17975452e-01
    2.32061297e-02   3.53937620e-01]
 [  1.10510633e-02   9.77622156e-02  -2.04238087e-02   4.79601785e-02
   -6.54078325e-02  -8.09805937e-03   3.53285532e-01   3.99291171e-02
    1.50659147e-01  -2.18707469e-02]
 [  1.79326213e-01   3.62111399e-01  -1.53682281e-02  -1.50886097e-01
    8.07049106e-01   4.89331006e-03  -1.25598167e+00  -5.04730441e-02
    2.71449049e-02   2.68484581e-01]
 [ -5.28586310e-02  -4.54433281e-01  -2.21450030e-01   1.82721628e-01
   -4.12188112e-01   2.24527998e-01   4.87121527e-01   5.36376545e-02
    2.99359634e-02   2.35581159e-01]
 [ -6.11983702e-02  -5.20516165e-02  -1.36061644e-01   5.12564552e-02
   -1.05573696e-01  -2.04967303e-01   1.29101089e-01  -1.11812384e-01
   -1.81621384e-01  -8.86458536e-02]
 [ -3.72173290e-01  -7.27907216e-01  -2.98451098e-01   1.53526044e-01
   -4.95493224e-01   1.38350025e-02   4.25841839e-01  -4.28875126e-02
   -3.00732903e-02  -4.14703045e-02]
 [ -3.82121917e-02  -5.32766382e-01  -9.18865251e-04   1.72379018e-02
   -4.04935583e-01  -6.16137937e-02   1.77372219e-01  -1.99010831e-01
    1.74060906e-01   3.44130742e-02]
 [  4.52881332e-02  -6.69923509e-01   3.28283732e-03  -1.71341808e-01
   -5.40802738e-01  -1.29592444e-02   2.34336452e-01   1.04368464e-01
    6.61786934e-03  -9.50151613e-02]
 [ -1.57684521e-01  -2.48189123e-01  -2.91386033e-01   6.29196783e-04
   -2.86955489e-01   4.66570049e-02  -1.85614206e-02  -3.12150066e-02
    3.10256407e-01  -1.05118250e-01]
 [  1.80715459e-02  -6.46070266e-01   5.62333613e-02  -1.60901998e-01
   -7.11563752e-01  -1.09613891e-01   2.04659986e-01  -1.28961725e-01
   -3.35728517e-02   9.20106031e-03]
 [ -6.13869433e-02  -3.69278892e-01   1.58882303e-02  -1.05889984e-01
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[[ 0.6003955 ]
 [ 2.15961991]
 [ 0.20270679]
 [ 1.01466471]
 [-3.24379739]
 [-0.4372752 ]
 [-2.01758605]
 [ 0.02119263]
 [ 0.63873048]
 [ 0.79948176]]
Progress: 99.8% ... Training loss: 0.206 ... Validation loss: 0.379[[  2.38823804e-01   9.16272929e-01  -7.27311695e-02   1.77204053e-01
    8.77365238e-02  -1.03304670e-01  -5.25394229e-02   1.17905174e-01
    2.09373457e-02   3.51299600e-01]
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 [  1.79425910e-01   3.62225567e-01  -1.53455197e-02  -1.50532235e-01
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    2.73639835e-02   2.68877690e-01]
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   -4.30443942e-03   1.95251496e-01]
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   -4.64117508e-02  -1.26332341e-02]
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   -3.54983690e-02   3.20792724e-02]
 [ -2.70666921e-01  -4.08865486e-02   4.16704238e-02   8.42979860e-02
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 [  1.92022424e-01  -5.24345247e-02  -2.10177222e-01   2.88795452e-02
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 [  2.87052054e-01  -1.94363869e-01   9.36999095e-02   1.01289456e-01
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 [ -8.51696100e-02  -1.42923977e-01   1.27257538e-01   1.28504332e-01
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    1.83553702e-01   2.33427185e-02]
 [ -1.86288220e-01  -4.05297745e-01   1.23393896e-01  -6.10521449e-01
   -1.00028138e+00   2.22690213e-01   3.73267650e-01  -1.42720762e-01
   -1.74525320e-01   1.88186894e-02]]
[[ 0.59732069]
 [ 2.15797965]
 [ 0.20058979]
 [ 1.01193092]
 [-3.24465582]
 [-0.44155413]
 [-2.02321114]
 [ 0.01813884]
 [ 0.63516501]
 [ 0.79556885]]
Progress: 99.8% ... Training loss: 0.208 ... Validation loss: 0.378[[  2.41476671e-01   9.25103747e-01  -7.18247270e-02   1.81643715e-01
    7.84273835e-02  -1.05191700e-01  -5.86798225e-02   1.17988269e-01
    2.36736052e-02   3.54417667e-01]
 [  1.15208542e-02   9.94948578e-02  -2.02548373e-02   4.87596711e-02
   -6.79581401e-02  -8.46626972e-03   3.52587429e-01   3.99466756e-02
    1.51200883e-01  -2.11857331e-02]
 [  1.80041054e-01   3.63575859e-01  -1.52156023e-02  -1.49993103e-01
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    2.76516501e-02   2.69220751e-01]
 [ -5.37040351e-02  -4.55651429e-01  -2.21677352e-01   1.81596909e-01
   -4.09972545e-01   2.25189377e-01   4.87860770e-01   5.36014775e-02
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 [ -6.29921359e-02  -5.82809828e-02  -1.36714590e-01   4.79935850e-02
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   -1.83624178e-01  -9.08426449e-02]
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   -3.06625649e-02  -4.21590426e-02]
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   -2.91014565e-01   4.56382020e-02  -2.13903195e-02  -3.11704234e-02
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   -2.08139190e-01  -2.51944217e-01]
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   -1.63943070e-01  -2.16274635e-01  -1.69128228e-01  -1.97696100e-01
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 [ -2.95658171e-01  -3.78667931e-01   9.08322378e-02   1.94954730e-01
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   -2.99780104e-01  -1.29233010e-01]
 [  8.32801533e-02  -3.00862111e-01  -2.90426721e-02   8.38108999e-02
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   -8.47692228e-02   1.58969994e-03]
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   -3.51308565e-02  -6.11752429e-02]
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   -1.61154651e-01  -3.63220941e-01]
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 [  2.09333844e-02  -6.59588700e-01  -4.28569635e-02  -9.42191799e-02
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   -3.58039077e-01  -2.09388324e-01]
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 [  3.68027268e-01   4.45535443e-01  -7.40265182e-02   2.78227140e-01
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 [  7.72515209e-02   1.00779680e-01   2.66176252e-01   2.77443411e-01
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 [  4.36836131e-02  -1.33892100e-01  -1.15926029e-01  -3.87189746e-02
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   -1.62074098e-01   1.43156684e-01]
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   -4.65369989e-02  -1.27966523e-02]
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   -2.07640656e-01   3.54133541e-02]
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    3.55063538e-01   2.20906478e-02   2.18418610e-01   1.51529872e-01
   -1.65370588e-01  -2.21817729e-01]
 [ -5.92053607e-02  -5.86155277e-01  -2.23602415e-01  -3.07167746e-01
   -1.00486797e+00   5.91946030e-02   4.90403224e-01  -1.77269651e-01
   -5.18016852e-02  -4.19988177e-01]
 [ -5.44358960e-02  -1.01586288e-01   2.89935462e-01   1.09890417e-01
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   -3.48879381e-02   3.28646893e-02]
 [ -2.68949337e-01  -3.58346149e-02   4.22343466e-02   8.71025897e-02
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   -1.31016284e-03   1.58984229e-01]
 [  1.92398603e-01  -5.12073308e-02  -2.10025270e-01   2.96204086e-02
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 [  2.87154120e-01  -1.94849655e-01   9.37283067e-02   1.01364043e-01
    1.53146384e-01  -9.43321273e-02  -3.84124016e-02  -1.30812641e-01
    1.95217632e-01  -6.32072056e-02]
 [ -8.43942904e-02  -1.40723136e-01   1.27524089e-01   1.29885093e-01
    4.08991873e-02  -1.25320273e-01   1.64705707e-01  -7.96127843e-02
    1.84401552e-01   2.43086060e-02]
 [ -1.86391771e-01  -4.06320470e-01   1.23348308e-01  -6.10779072e-01
   -1.00244960e+00   2.22729180e-01   3.73552398e-01  -1.42724058e-01
   -1.74608044e-01   1.86836456e-02]]
[[ 0.60885709]
 [ 2.16883087]
 [ 0.21272101]
 [ 1.02503747]
 [-3.24085538]
 [-0.42980645]
 [-2.01061179]
 [ 0.03106219]
 [ 0.64899758]
 [ 0.81083864]]
Progress: 99.8% ... Training loss: 0.208 ... Validation loss: 0.386[[  2.40752128e-01   9.23075048e-01  -7.21131169e-02   1.80215278e-01
    8.50590551e-02  -1.04617928e-01  -5.71311723e-02   1.17946387e-01
    2.27463798e-02   3.53341141e-01]
 [  1.15568319e-02   9.95756129e-02  -2.02419387e-02   4.88222432e-02
   -6.81516708e-02  -8.49303489e-03   3.52498384e-01   3.99490844e-02
    1.51242159e-01  -2.11393812e-02]
 [  1.79971725e-01   3.61923265e-01  -1.52316295e-02  -1.50216633e-01
    8.08769017e-01   4.70471819e-03  -1.25814909e+00  -5.04585140e-02
    2.75024177e-02   2.69164196e-01]
 [ -5.30571731e-02  -4.51216702e-01  -2.21441963e-01   1.82656319e-01
   -4.12774242e-01   2.24658735e-01   4.85595493e-01   5.36355945e-02
    2.98087947e-02   2.35691963e-01]
 [ -6.00581846e-02  -4.86905406e-02  -1.35659723e-01   5.27478036e-02
   -1.15779511e-01  -2.05441199e-01   1.26402405e-01  -1.11719800e-01
   -1.80412670e-01  -8.69192594e-02]
 [ -3.73313145e-01  -7.32026246e-01  -2.98847460e-01   1.51689357e-01
   -4.93178747e-01   1.45045975e-02   4.28825959e-01  -4.29350280e-02
   -3.13416657e-02  -4.30748735e-02]
 [ -3.84809369e-02  -5.34139441e-01  -1.03678368e-03   1.65570305e-02
   -4.03014785e-01  -6.12514315e-02   1.77045192e-01  -1.99042610e-01
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 [  4.58984726e-02  -6.69166653e-01   3.47422478e-03  -1.70352283e-01
   -5.44345906e-01  -1.34463012e-02   2.32334550e-01   1.04380734e-01
    7.14160429e-03  -9.41832691e-02]
 [ -1.56513189e-01  -2.44682615e-01  -2.90960798e-01   2.59601938e-03
   -2.90372509e-01   4.58412539e-02  -2.10416842e-02  -3.11860325e-02
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 [  1.78220928e-02  -6.47604048e-01   5.60951220e-02  -1.61480115e-01
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   -3.41679774e-02   8.29245682e-03]
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   -4.90828421e-01  -2.10563516e-02   2.90672299e-01  -1.03491597e-01
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   -2.70537306e-01   1.25448431e-01   4.00059293e-01  -2.16397654e-02
   -2.08511802e-01  -2.52385021e-01]
 [ -1.62837001e-01  -3.55035003e-03   5.95070530e-02   1.35454992e-02
   -1.63943070e-01  -2.16274635e-01  -1.69128228e-01  -1.97696100e-01
    7.92179897e-02   1.64566108e-01]
 [ -2.95779915e-01  -3.78979180e-01   9.07894590e-02   1.94795835e-01
   -1.80477252e-01  -5.95206540e-02   1.38600539e-01  -2.63844388e-01
   -2.99921487e-01  -1.29431579e-01]
 [  8.29490241e-02  -3.01788880e-01  -2.91582931e-02   8.32624739e-02
   -8.56355178e-02  -8.80811045e-02   3.57036156e-01  -6.06771934e-04
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 [  3.98256616e-02  -1.50806444e-01  -2.10410465e-01   1.39370870e-01
   -5.12120165e-02   6.71404392e-02  -1.56184048e-02  -2.09823811e-02
   -8.46721310e-02   1.68333752e-03]
 [ -1.25297036e-01  -1.53214185e-01  -2.02405601e-01   1.42640809e-01
   -6.51489698e-02   1.33402520e-01  -5.21315294e-02  -2.52739816e-01
    6.78189901e-02  -1.96125517e-01]
 [ -6.35993087e-02  -1.80503633e-01   2.77035689e-01   9.91109789e-02
   -6.67501111e-02  -6.65794108e-02  -3.14508920e-02   1.19651003e-01
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 [  6.14181077e-02  -1.34808081e-01   8.28862563e-02   6.24530680e-02
   -2.07720395e-01  -6.59734732e-03   1.12711082e-01   1.16875085e-01
   -3.59769997e-02  -6.22034438e-02]
 [ -5.00208123e-03  -3.10230849e-01  -3.03345468e-01  -7.66948472e-02
   -2.30484789e-01  -8.25850011e-02  -7.48225072e-03   1.58157204e-01
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 [  5.64271948e-02  -8.76389406e-02  -1.10089140e-01   6.73699980e-02
   -4.31295997e-01   3.10135027e-01   3.33877012e-01   2.03263385e-01
   -1.43987632e-01  -4.17130322e-02]
 [  1.60573686e-02   4.84682297e-02   1.28474226e-01   1.37369776e-01
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 [  9.84737609e-02   5.22310407e-02  -4.69239609e-02  -1.28216186e-01
   -1.59807929e-01  -3.21848449e-01   1.61026343e-01   6.17119805e-03
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 [ -1.19481416e-01  -1.89132681e-01  -2.05351756e-02   5.67868979e-04
   -1.71708479e-01  -2.02623641e-01   4.32683878e-02  -2.21564972e-02
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   -4.04911353e-01  -9.67224385e-03   6.24032137e-02  -2.59306439e-02
   -1.15620860e-03   4.75360286e-02]
 [ -1.17587178e-02  -2.61663147e-01  -6.95864755e-02  -9.93105413e-02
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   -1.61497962e-01  -3.63653322e-01]
 [ -7.71539400e-03  -5.95777540e-01  -3.02756951e-02  -6.33047355e-02
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    3.87357210e-02  -3.86989955e-01]
 [  2.06214881e-02  -6.60347616e-01  -4.29661809e-02  -9.47281581e-02
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   -3.58370330e-01  -2.09799328e-01]
 [ -1.83400273e-01  -7.56945936e-01  -1.42737874e-02  -2.14443222e-01
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   -7.58316810e-02   8.93012107e-02]
 [ -3.14100260e-01  -6.08032174e-01   5.18369806e-02  -5.46919705e-02
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   -9.41383087e-02  -1.35609338e-01]
 [ -2.33579688e-01  -4.64281192e-01   2.43205914e-01  -2.68725650e-01
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   -2.80706091e-01  -4.71157168e-02]
 [ -1.73090642e-01  -3.31834041e-01  -1.95484424e-01  -1.53077122e-01
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   -5.38653861e-02  -1.67227205e-01]
 [  5.12400980e-02   2.86756087e-01   1.42959490e-01  -1.53973922e-01
   -3.38281064e-01   8.05125791e-02  -1.12859953e-01   2.75350072e-01
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 [  3.68601433e-01   4.47495225e-01  -7.38315901e-02   2.79118940e-01
   -1.06705727e+00  -2.80869791e-01  -4.95456815e-01   1.77790830e-01
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 [  7.70111875e-02   1.00022219e-01   2.66094072e-01   2.77048062e-01
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   -1.05079736e-01  -2.55505727e-01]
 [  4.46047623e-02  -1.31392134e-01  -1.15605675e-01  -3.72722066e-02
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 [  3.72755631e-02  -1.80252989e-02  -5.87578814e-02  -1.99092488e-02
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    6.74792240e-02   3.87637659e-02]
 [  6.05703448e-02   1.83671133e-01   2.52166312e-01   1.03718491e-01
   -8.58142982e-02  -1.61972323e-01  -5.68478434e-02   4.02529711e-02
   -1.62583823e-01   1.42555743e-01]
 [  1.09859260e-01   1.32877591e-01   1.16603178e-01   3.12526326e-02
   -9.14313885e-02   4.07597784e-02  -1.04005844e-01  -2.70505819e-01
    1.36334781e-02  -4.99661052e-02]
 [  1.48733250e-02   1.81969370e-01   9.04100846e-02  -3.54681837e-02
    3.58501630e-02   1.61047846e-01  -6.22056968e-02   1.18214980e-01
   -4.52607201e-03   1.94980668e-01]
 [  2.40586250e-01   1.20246612e-01   3.12426250e-02   7.32117572e-02
    7.69630941e-02  -3.96596450e-02  -3.14483104e-01   1.47932954e-01
   -4.67192449e-02  -1.30244076e-02]
 [  5.61633326e-02   1.17629765e-01   2.02358593e-02   4.90105841e-02
   -4.64298935e-01  -1.31111429e-01  -2.76371095e-01   4.10421588e-02
    1.25031714e-01   2.03328096e-01]
 [  4.58811941e-02   4.36848394e-01   1.26152663e-01   4.47169622e-01
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 [  1.38463396e-01   4.40726889e-01   6.02722105e-02   4.00756965e-01
   -1.59994643e+00  -5.67135632e-02  -3.08675772e-01   1.48175955e-01
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 [  1.79245187e-01   2.83661083e-01   2.27993930e-01   8.33714321e-02
   -8.26859054e-01   1.11947818e-01  -1.06851184e-01   1.57006620e-01
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 [ -1.05934412e-01   2.21714353e-01   2.29205742e-01  -2.60622950e-02
   -2.16671690e-01   1.49617950e-01  -4.05355694e-02  -1.82912006e-02
   -6.51674573e-02   9.26439683e-03]
 [ -1.20415569e-01  -1.84897112e-02   1.66024050e-02   6.37692582e-02
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   -2.95075919e-01  -1.15349989e-01]
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   -2.07695336e-01   3.53778401e-02]
 [  9.95723397e-03  -5.12628489e-01  -1.28513950e-01  -1.62348460e-01
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   -1.65868708e-01  -2.22426478e-01]
 [ -5.92239209e-02  -5.86170461e-01  -2.23605205e-01  -3.07174440e-01
   -1.00514720e+00   5.91759648e-02   4.89953744e-01  -1.77269298e-01
   -5.18006101e-02  -4.19976747e-01]
 [ -5.50205070e-02  -1.03324965e-01   2.89734176e-01   1.08879565e-01
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   -3.56009175e-02   3.20978657e-02]
 [ -2.69480015e-01  -3.75117183e-02   4.20322170e-02   8.61304172e-02
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   -1.91241293e-03   1.58246505e-01]
 [  1.91425345e-01  -5.36073024e-02  -2.10363311e-01   2.79434773e-02
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    6.03211113e-02  -1.09127969e-01]
 [  2.86858015e-01  -1.96060234e-01   9.36253762e-02   1.00837953e-01
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    1.94915223e-01  -6.35828851e-02]
 [ -8.42728151e-02  -1.40080409e-01   1.27561153e-01   1.30104007e-01
    3.98197023e-02  -1.25348945e-01   1.64514116e-01  -7.96058405e-02
    1.84512901e-01   2.44286957e-02]
 [ -1.86110293e-01  -4.05811277e-01   1.23446045e-01  -6.10402803e-01
   -1.00389503e+00   2.22528093e-01   3.72234463e-01  -1.42718975e-01
   -1.74353481e-01   1.89176478e-02]]
[[ 0.60173657]
 [ 2.16480763]
 [ 0.20461223]
 [ 1.01791475]
 [-3.2471333 ]
 [-0.43666581]
 [-2.01981337]
 [ 0.02323186]
 [ 0.64201681]
 [ 0.80413673]]
Progress: 99.9% ... Training loss: 0.206 ... Validation loss: 0.378[[  2.42996908e-01   9.32032007e-01  -7.12837495e-02   1.83946059e-01
    7.37122959e-02  -1.06215544e-01  -6.35538757e-02   1.18038647e-01
    2.52697376e-02   3.56184563e-01]
 [  1.14750434e-02   9.93287265e-02  -2.02746889e-02   4.86569433e-02
   -6.80796792e-02  -8.42202563e-03   3.52640481e-01   3.99454264e-02
    1.51133276e-01  -2.12705018e-02]
 [  1.83375149e-01   3.74885961e-01  -1.40252604e-02  -1.44574111e-01
    7.91650871e-01   2.24314682e-03  -1.26686817e+00  -5.03259056e-02
    3.13167939e-02   2.73686130e-01]
 [ -5.44089162e-02  -4.55896344e-01  -2.21945763e-01   1.80723573e-01
   -3.98573969e-01   2.25437510e-01   4.88232241e-01   5.35790889e-02
    2.81491017e-02   2.33737481e-01]
 [ -5.75608254e-02  -4.13894134e-02  -1.34829797e-01   5.67651305e-02
   -1.25677468e-01  -2.07092420e-01   1.20191277e-01  -1.11625576e-01
   -1.77619810e-01  -8.38408555e-02]
 [ -3.73440791e-01  -7.33239009e-01  -2.98902804e-01   1.51496655e-01
   -4.93804423e-01   1.46347831e-02   4.29723665e-01  -4.29393555e-02
   -3.15012999e-02  -4.34088184e-02]
 [ -3.74916119e-02  -5.31437341e-01  -7.16238358e-04   1.81092250e-02
   -4.08772593e-01  -6.19467978e-02   1.74202265e-01  -1.99007959e-01
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 [  4.82602482e-02  -6.60807729e-01   4.32749404e-03  -1.66318900e-01
   -5.54789977e-01  -1.51849349e-02   2.26025414e-01   1.04478361e-01
    9.75661971e-03  -9.10567448e-02]
 [ -1.55940364e-01  -2.43655957e-01  -2.90788645e-01   3.59743671e-03
   -2.91706462e-01   4.54065367e-02  -2.18777781e-02  -3.11635427e-02
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    1.84279004e-01   2.41379808e-02]
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[[ 0.61851725]
 [ 2.17726833]
 [ 0.21723044]
 [ 1.02949882]
 [-3.24027022]
 [-0.42624485]
 [-2.01081524]
 [ 0.03522702]
 [ 0.65688566]
 [ 0.81881634]]
Progress: 100.0% ... Training loss: 0.213 ... Validation loss: 0.387
In [31]:
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim()

Check out your predictions

Here, use the test data to view how well your network is modeling the data. If something is completely wrong here, make sure each step in your network is implemented correctly.

In [32]:
fig, ax = plt.subplots(figsize=(8,4))

mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()

dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)

OPTIONAL: Thinking about your results(this question will not be evaluated in the rubric).

Answer these questions about your results. How well does the model predict the data? Where does it fail? Why does it fail where it does?

Note: You can edit the text in this cell by double clicking on it. When you want to render the text, press control + enter

Your answer below

The model predicts well the data for Dece 15- Dec 16. It failed in the earlier year, which is kind of expected as the model is not yet properly trained. But as the years progress it got close in Dec 15 and 16. After it the data saw a sharp decline which again resulted in model deviating and predicting higher.